warning: commands will be executed using /bin/sh
job 1307 at Fri Jun 14 03:38:00 2013
FileBase	/isis3/andresg/Bud/buddy140_060813_reo/buddy140_060813_reo
ElecNo	10
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 1084927 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 361642 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 19036 members 
Mstep: Class 3 contains 19023 members 
Mstep: Class 4 contains 19184 members 
Mstep: Class 5 contains 19018 members 
Mstep: Class 6 contains 19115 members 
Mstep: Class 7 contains 18915 members 
Mstep: Class 8 contains 18859 members 
Mstep: Class 9 contains 18980 members 
Mstep: Class 10 contains 19048 members 
Mstep: Class 11 contains 19354 members 
Mstep: Class 12 contains 18867 members 
Mstep: Class 13 contains 18885 members 
Mstep: Class 14 contains 18961 members 
Mstep: Class 15 contains 19000 members 
Mstep: Class 16 contains 19081 members 
Mstep: Class 17 contains 19035 members 
Mstep: Class 18 contains 18952 members 
Mstep: Class 19 contains 18985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1040.541870 but Gain 2079.742188
Score: -37762012.000000 Penalty: 37435.351562
Iteration 0F: 19 clusters Score -3.776201e+07 nChanged 341043
Entering Unmasked Mstep 
Mstep: Class 0 contains 684 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 15010 members 
Mstep: Class 3 contains 41048 members 
Mstep: Class 4 contains 22329 members 
Mstep: Class 5 contains 21050 members 
Mstep: Class 6 contains 11160 members 
Mstep: Class 8 contains 38150 members 
Mstep: Class 9 contains 11315 members 
Mstep: Class 10 contains 15925 members 
Mstep: Class 11 contains 16276 members 
Mstep: Class 12 contains 16123 members 
Mstep: Class 13 contains 15774 members 
Mstep: Class 14 contains 32624 members 
Mstep: Class 15 contains 28760 members 
Mstep: Class 16 contains 10677 members 
Mstep: Class 17 contains 14928 members 
Mstep: Class 18 contains 22549 members 
Mstep: Class 19 contains 17015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38894716.000000 Penalty: 37435.351562
Iteration 1F: 19 clusters Score -3.889472e+07 nChanged 156934
Entering Unmasked Mstep 
Mstep: Class 0 contains 588 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 12370 members 
Mstep: Class 3 contains 65442 members 
Mstep: Class 4 contains 21288 members 
Mstep: Class 5 contains 17229 members 
Mstep: Class 6 contains 7091 members 
Mstep: Class 8 contains 48648 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 12178 members 
Mstep: Class 11 contains 8331 members 
Mstep: Class 12 contains 13500 members 
Mstep: Class 13 contains 19328 members 
Mstep: Class 14 contains 40722 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 6830 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 16862 members 
Mstep: Class 19 contains 15235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39336344.000000 Penalty: 37435.351562
Iteration 2F: 19 clusters Score -3.933634e+07 nChanged 108477
Entering Unmasked Mstep 
Mstep: Class 0 contains 481 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 12260 members 
Mstep: Class 3 contains 85755 members 
Mstep: Class 4 contains 18668 members 
Mstep: Class 5 contains 14492 members 
Mstep: Class 6 contains 6643 members 
Mstep: Class 8 contains 57777 members 
Mstep: Class 9 contains 7290 members 
Mstep: Class 10 contains 9257 members 
Mstep: Class 11 contains 7181 members 
Mstep: Class 12 contains 12659 members 
Mstep: Class 13 contains 18471 members 
Mstep: Class 14 contains 42739 members 
Mstep: Class 15 contains 17360 members 
Mstep: Class 16 contains 3960 members 
Mstep: Class 17 contains 9200 members 
Mstep: Class 18 contains 14385 members 
Mstep: Class 19 contains 13147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39545620.000000 Penalty: 37435.351562
Iteration 3F: 19 clusters Score -3.954562e+07 nChanged 75121
Entering Unmasked Mstep 
Mstep: Class 0 contains 391 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 11304 members 
Mstep: Class 3 contains 99458 members 
Mstep: Class 4 contains 17303 members 
Mstep: Class 5 contains 11135 members 
Mstep: Class 6 contains 7077 members 
Mstep: Class 8 contains 66256 members 
Mstep: Class 9 contains 7779 members 
Mstep: Class 10 contains 7180 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 13356 members 
Mstep: Class 13 contains 15504 members 
Mstep: Class 14 contains 40164 members 
Mstep: Class 15 contains 11384 members 
Mstep: Class 16 contains 2383 members 
Mstep: Class 17 contains 8729 members 
Mstep: Class 18 contains 14645 members 
Mstep: Class 19 contains 11958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39669404.000000 Penalty: 37435.351562
Iteration 4F: 19 clusters Score -3.96694e+07 nChanged 52795
Entering Unmasked Mstep 
Mstep: Class 0 contains 300 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 10422 members 
Mstep: Class 3 contains 105475 members 
Mstep: Class 4 contains 17398 members 
Mstep: Class 5 contains 8217 members 
Mstep: Class 6 contains 7432 members 
Mstep: Class 8 contains 73087 members 
Mstep: Class 9 contains 9980 members 
Mstep: Class 10 contains 5532 members 
Mstep: Class 11 contains 7155 members 
Mstep: Class 12 contains 14922 members 
Mstep: Class 13 contains 12190 members 
Mstep: Class 14 contains 36041 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 17 contains 8639 members 
Mstep: Class 18 contains 15569 members 
Mstep: Class 19 contains 11201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39747492.000000 Penalty: 37435.351562
Iteration 5F: 19 clusters Score -3.974749e+07 nChanged 38867
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 9968 members 
Mstep: Class 3 contains 106665 members 
Mstep: Class 4 contains 18492 members 
Mstep: Class 5 contains 5729 members 
Mstep: Class 6 contains 7584 members 
Mstep: Class 8 contains 77637 members 
Mstep: Class 9 contains 13664 members 
Mstep: Class 10 contains 4267 members 
Mstep: Class 11 contains 6727 members 
Mstep: Class 12 contains 15999 members 
Mstep: Class 13 contains 9599 members 
Mstep: Class 14 contains 32383 members 
Mstep: Class 15 contains 8339 members 
Mstep: Class 16 contains 1795 members 
Mstep: Class 17 contains 8784 members 
Mstep: Class 18 contains 16382 members 
Mstep: Class 19 contains 11049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39796704.000000 Penalty: 37435.351562
Iteration 6F: 19 clusters Score -3.97967e+07 nChanged 28867
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 9790 members 
Mstep: Class 3 contains 105152 members 
Mstep: Class 4 contains 19663 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 7252 members 
Mstep: Class 8 contains 80513 members 
Mstep: Class 9 contains 17875 members 
Mstep: Class 10 contains 2921 members 
Mstep: Class 11 contains 6383 members 
Mstep: Class 12 contains 16329 members 
Mstep: Class 13 contains 8071 members 
Mstep: Class 14 contains 29517 members 
Mstep: Class 15 contains 8442 members 
Mstep: Class 16 contains 1988 members 
Mstep: Class 17 contains 8888 members 
Mstep: Class 18 contains 17624 members 
Mstep: Class 19 contains 10887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39826396.000000 Penalty: 37435.351562
Iteration 7F: 19 clusters Score -3.98264e+07 nChanged 21843
Entering Unmasked Mstep 
Mstep: Class 0 contains 145 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 9649 members 
Mstep: Class 3 contains 101852 members 
Mstep: Class 4 contains 20560 members 
Mstep: Class 5 contains 3884 members 
Mstep: Class 6 contains 6846 members 
Mstep: Class 8 contains 82445 members 
Mstep: Class 9 contains 21965 members 
Mstep: Class 10 contains 2107 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 16271 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 27555 members 
Mstep: Class 15 contains 9149 members 
Mstep: Class 16 contains 2155 members 
Mstep: Class 17 contains 8876 members 
Mstep: Class 18 contains 18444 members 
Mstep: Class 19 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39844872.000000 Penalty: 37435.351562
Iteration 8F: 19 clusters Score -3.984487e+07 nChanged 17796
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 9458 members 
Mstep: Class 3 contains 97114 members 
Mstep: Class 4 contains 21162 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6470 members 
Mstep: Class 8 contains 83647 members 
Mstep: Class 9 contains 25798 members 
Mstep: Class 10 contains 1879 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 16121 members 
Mstep: Class 13 contains 7123 members 
Mstep: Class 14 contains 26457 members 
Mstep: Class 15 contains 10435 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 17 contains 8734 members 
Mstep: Class 18 contains 19020 members 
Mstep: Class 19 contains 11161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39858604.000000 Penalty: 37435.351562
Iteration 9Q: 19 clusters Score -3.98586e+07 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 9229 members 
Mstep: Class 3 contains 91088 members 
Mstep: Class 4 contains 21475 members 
Mstep: Class 5 contains 3837 members 
Mstep: Class 6 contains 6175 members 
Mstep: Class 8 contains 84478 members 
Mstep: Class 9 contains 29610 members 
Mstep: Class 10 contains 1975 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 15980 members 
Mstep: Class 13 contains 7178 members 
Mstep: Class 14 contains 25854 members 
Mstep: Class 15 contains 12581 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 8503 members 
Mstep: Class 18 contains 19351 members 
Mstep: Class 19 contains 11308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39871428.000000 Penalty: 37435.351562
Iteration 10Q: 19 clusters Score -3.987143e+07 nChanged 15835
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 8950 members 
Mstep: Class 3 contains 83740 members 
Mstep: Class 4 contains 21611 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 5913 members 
Mstep: Class 8 contains 85179 members 
Mstep: Class 9 contains 33434 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 5797 members 
Mstep: Class 12 contains 15845 members 
Mstep: Class 13 contains 7323 members 
Mstep: Class 14 contains 25616 members 
Mstep: Class 15 contains 15862 members 
Mstep: Class 16 contains 2394 members 
Mstep: Class 17 contains 8279 members 
Mstep: Class 18 contains 19456 members 
Mstep: Class 19 contains 11457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39884812.000000 Penalty: 37435.351562
Iteration 11Q: 19 clusters Score -3.988481e+07 nChanged 15434
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8637 members 
Mstep: Class 3 contains 75930 members 
Mstep: Class 4 contains 21660 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 5662 members 
Mstep: Class 8 contains 85813 members 
Mstep: Class 9 contains 36871 members 
Mstep: Class 10 contains 2306 members 
Mstep: Class 11 contains 5814 members 
Mstep: Class 12 contains 15717 members 
Mstep: Class 13 contains 7405 members 
Mstep: Class 14 contains 25484 members 
Mstep: Class 15 contains 20162 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 8084 members 
Mstep: Class 18 contains 19422 members 
Mstep: Class 19 contains 11531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39900316.000000 Penalty: 37435.351562
Iteration 12Q: 19 clusters Score -3.990032e+07 nChanged 13987
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 8235 members 
Mstep: Class 3 contains 69042 members 
Mstep: Class 4 contains 21689 members 
Mstep: Class 5 contains 4895 members 
Mstep: Class 6 contains 5374 members 
Mstep: Class 8 contains 86254 members 
Mstep: Class 9 contains 39333 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 5839 members 
Mstep: Class 12 contains 15659 members 
Mstep: Class 13 contains 7469 members 
Mstep: Class 14 contains 25296 members 
Mstep: Class 15 contains 24862 members 
Mstep: Class 16 contains 2336 members 
Mstep: Class 17 contains 7950 members 
Mstep: Class 18 contains 19309 members 
Mstep: Class 19 contains 11559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39917156.000000 Penalty: 37435.351562
Iteration 13Q: 19 clusters Score -3.991716e+07 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 7775 members 
Mstep: Class 3 contains 65725 members 
Mstep: Class 4 contains 21749 members 
Mstep: Class 5 contains 5178 members 
Mstep: Class 6 contains 5098 members 
Mstep: Class 8 contains 86380 members 
Mstep: Class 9 contains 39926 members 
Mstep: Class 10 contains 2650 members 
Mstep: Class 11 contains 5865 members 
Mstep: Class 12 contains 15712 members 
Mstep: Class 13 contains 7380 members 
Mstep: Class 14 contains 24924 members 
Mstep: Class 15 contains 28536 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 7849 members 
Mstep: Class 18 contains 19137 members 
Mstep: Class 19 contains 11525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39933224.000000 Penalty: 37435.351562
Iteration 14Q: 19 clusters Score -3.993322e+07 nChanged 10808
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 7347 members 
Mstep: Class 3 contains 66296 members 
Mstep: Class 4 contains 21885 members 
Mstep: Class 5 contains 5433 members 
Mstep: Class 6 contains 4895 members 
Mstep: Class 8 contains 86111 members 
Mstep: Class 9 contains 38345 members 
Mstep: Class 10 contains 2834 members 
Mstep: Class 11 contains 5886 members 
Mstep: Class 12 contains 15772 members 
Mstep: Class 13 contains 7145 members 
Mstep: Class 14 contains 24347 members 
Mstep: Class 15 contains 30983 members 
Mstep: Class 16 contains 2268 members 
Mstep: Class 17 contains 7750 members 
Mstep: Class 18 contains 18957 members 
Mstep: Class 19 contains 11517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39943332.000000 Penalty: 37435.351562
Iteration 15Q: 19 clusters Score -3.994333e+07 nChanged 10516
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7010 members 
Mstep: Class 3 contains 68901 members 
Mstep: Class 4 contains 22069 members 
Mstep: Class 5 contains 5676 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 8 contains 85623 members 
Mstep: Class 9 contains 35443 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 5840 members 
Mstep: Class 12 contains 15833 members 
Mstep: Class 13 contains 6875 members 
Mstep: Class 14 contains 23844 members 
Mstep: Class 15 contains 32772 members 
Mstep: Class 16 contains 2256 members 
Mstep: Class 17 contains 7690 members 
Mstep: Class 18 contains 18775 members 
Mstep: Class 19 contains 11484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39950824.000000 Penalty: 37435.351562
Iteration 16Q: 19 clusters Score -3.995082e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6813 members 
Mstep: Class 3 contains 72671 members 
Mstep: Class 4 contains 22199 members 
Mstep: Class 5 contains 5890 members 
Mstep: Class 6 contains 4666 members 
Mstep: Class 8 contains 85078 members 
Mstep: Class 9 contains 32043 members 
Mstep: Class 10 contains 3097 members 
Mstep: Class 11 contains 5752 members 
Mstep: Class 12 contains 15866 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 23402 members 
Mstep: Class 15 contains 33795 members 
Mstep: Class 16 contains 2220 members 
Mstep: Class 17 contains 7635 members 
Mstep: Class 18 contains 18628 members 
Mstep: Class 19 contains 11461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39955628.000000 Penalty: 37435.351562
Iteration 17Q: 19 clusters Score -3.995563e+07 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 6680 members 
Mstep: Class 3 contains 76724 members 
Mstep: Class 4 contains 22302 members 
Mstep: Class 5 contains 6057 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 8 contains 84515 members 
Mstep: Class 9 contains 28666 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 5647 members 
Mstep: Class 12 contains 15851 members 
Mstep: Class 13 contains 6556 members 
Mstep: Class 14 contains 23064 members 
Mstep: Class 15 contains 34370 members 
Mstep: Class 16 contains 2188 members 
Mstep: Class 17 contains 7585 members 
Mstep: Class 18 contains 18487 members 
Mstep: Class 19 contains 11465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39959328.000000 Penalty: 37435.351562
Iteration 18Q: 19 clusters Score -3.995933e+07 nChanged 6767
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 80573 members 
Mstep: Class 4 contains 22385 members 
Mstep: Class 5 contains 6205 members 
Mstep: Class 6 contains 4590 members 
Mstep: Class 8 contains 83986 members 
Mstep: Class 9 contains 25628 members 
Mstep: Class 10 contains 3151 members 
Mstep: Class 11 contains 5544 members 
Mstep: Class 12 contains 15802 members 
Mstep: Class 13 contains 6448 members 
Mstep: Class 14 contains 22764 members 
Mstep: Class 15 contains 34728 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 7572 members 
Mstep: Class 18 contains 18352 members 
Mstep: Class 19 contains 11507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39962284.000000 Penalty: 37435.351562
Iteration 19Q: 19 clusters Score -3.996228e+07 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 84181 members 
Mstep: Class 4 contains 22456 members 
Mstep: Class 5 contains 6346 members 
Mstep: Class 6 contains 4572 members 
Mstep: Class 8 contains 83476 members 
Mstep: Class 9 contains 22863 members 
Mstep: Class 10 contains 3146 members 
Mstep: Class 11 contains 5447 members 
Mstep: Class 12 contains 15736 members 
Mstep: Class 13 contains 6364 members 
Mstep: Class 14 contains 22497 members 
Mstep: Class 15 contains 34955 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 7565 members 
Mstep: Class 18 contains 18230 members 
Mstep: Class 19 contains 11550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39971132.000000 Penalty: 37435.351562
Iteration 20F: 19 clusters Score -3.997113e+07 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 87460 members 
Mstep: Class 4 contains 22527 members 
Mstep: Class 5 contains 7317 members 
Mstep: Class 6 contains 4011 members 
Mstep: Class 8 contains 82951 members 
Mstep: Class 9 contains 20363 members 
Mstep: Class 10 contains 3090 members 
Mstep: Class 11 contains 5585 members 
Mstep: Class 12 contains 15539 members 
Mstep: Class 13 contains 7188 members 
Mstep: Class 14 contains 22358 members 
Mstep: Class 15 contains 34960 members 
Mstep: Class 16 contains 2012 members 
Mstep: Class 17 contains 7472 members 
Mstep: Class 18 contains 17793 members 
Mstep: Class 19 contains 11582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39981688.000000 Penalty: 37435.351562
Iteration 21Q: 19 clusters Score -3.998169e+07 nChanged 6910
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 6392 members 
Mstep: Class 3 contains 90420 members 
Mstep: Class 4 contains 22639 members 
Mstep: Class 5 contains 8017 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 8 contains 82458 members 
Mstep: Class 9 contains 18194 members 
Mstep: Class 10 contains 3014 members 
Mstep: Class 11 contains 5676 members 
Mstep: Class 12 contains 15316 members 
Mstep: Class 13 contains 7655 members 
Mstep: Class 14 contains 22348 members 
Mstep: Class 15 contains 34952 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 7399 members 
Mstep: Class 18 contains 17362 members 
Mstep: Class 19 contains 11639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39988284.000000 Penalty: 37435.351562
Iteration 22Q: 19 clusters Score -3.998828e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6247 members 
Mstep: Class 3 contains 92988 members 
Mstep: Class 4 contains 22752 members 
Mstep: Class 5 contains 8382 members 
Mstep: Class 6 contains 3707 members 
Mstep: Class 8 contains 81927 members 
Mstep: Class 9 contains 16383 members 
Mstep: Class 10 contains 2949 members 
Mstep: Class 11 contains 5705 members 
Mstep: Class 12 contains 15121 members 
Mstep: Class 13 contains 8045 members 
Mstep: Class 14 contains 22409 members 
Mstep: Class 15 contains 34957 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 7318 members 
Mstep: Class 18 contains 16998 members 
Mstep: Class 19 contains 11705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39991664.000000 Penalty: 37435.351562
Iteration 23Q: 19 clusters Score -3.999166e+07 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 95019 members 
Mstep: Class 4 contains 22868 members 
Mstep: Class 5 contains 8492 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 8 contains 81361 members 
Mstep: Class 9 contains 15084 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 5723 members 
Mstep: Class 12 contains 14993 members 
Mstep: Class 13 contains 8446 members 
Mstep: Class 14 contains 22469 members 
Mstep: Class 15 contains 34972 members 
Mstep: Class 16 contains 1903 members 
Mstep: Class 17 contains 7249 members 
Mstep: Class 18 contains 16736 members 
Mstep: Class 19 contains 11772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39994016.000000 Penalty: 37435.351562
Iteration 24Q: 19 clusters Score -3.999402e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 96457 members 
Mstep: Class 4 contains 22954 members 
Mstep: Class 5 contains 8515 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 8 contains 80854 members 
Mstep: Class 9 contains 14170 members 
Mstep: Class 10 contains 2788 members 
Mstep: Class 11 contains 5728 members 
Mstep: Class 12 contains 14911 members 
Mstep: Class 13 contains 8886 members 
Mstep: Class 14 contains 22568 members 
Mstep: Class 15 contains 35004 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 16543 members 
Mstep: Class 19 contains 11832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39995676.000000 Penalty: 37435.351562
Iteration 25Q: 19 clusters Score -3.999568e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 97430 members 
Mstep: Class 4 contains 23051 members 
Mstep: Class 5 contains 8542 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 8 contains 80343 members 
Mstep: Class 9 contains 13572 members 
Mstep: Class 10 contains 2737 members 
Mstep: Class 11 contains 5724 members 
Mstep: Class 12 contains 14849 members 
Mstep: Class 13 contains 9351 members 
Mstep: Class 14 contains 22682 members 
Mstep: Class 15 contains 35020 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 7089 members 
Mstep: Class 18 contains 16391 members 
Mstep: Class 19 contains 11915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39997148.000000 Penalty: 37435.351562
Iteration 26Q: 19 clusters Score -3.999715e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 5285 members 
Mstep: Class 3 contains 98044 members 
Mstep: Class 4 contains 23145 members 
Mstep: Class 5 contains 8576 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 8 contains 79953 members 
Mstep: Class 9 contains 13158 members 
Mstep: Class 10 contains 2698 members 
Mstep: Class 11 contains 5723 members 
Mstep: Class 12 contains 14774 members 
Mstep: Class 13 contains 9730 members 
Mstep: Class 14 contains 22787 members 
Mstep: Class 15 contains 35042 members 
Mstep: Class 16 contains 1874 members 
Mstep: Class 17 contains 7122 members 
Mstep: Class 18 contains 16261 members 
Mstep: Class 19 contains 12017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39998464.000000 Penalty: 37435.351562
Iteration 27Q: 19 clusters Score -3.999846e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 98493 members 
Mstep: Class 4 contains 23231 members 
Mstep: Class 5 contains 8598 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 8 contains 79583 members 
Mstep: Class 9 contains 12841 members 
Mstep: Class 10 contains 2666 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 14712 members 
Mstep: Class 13 contains 10037 members 
Mstep: Class 14 contains 22871 members 
Mstep: Class 15 contains 35051 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 7215 members 
Mstep: Class 18 contains 16153 members 
Mstep: Class 19 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39999936.000000 Penalty: 37435.351562
Iteration 28Q: 19 clusters Score -3.999994e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4789 members 
Mstep: Class 3 contains 98802 members 
Mstep: Class 4 contains 23341 members 
Mstep: Class 5 contains 8631 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 8 contains 79189 members 
Mstep: Class 9 contains 12646 members 
Mstep: Class 10 contains 2621 members 
Mstep: Class 11 contains 5713 members 
Mstep: Class 12 contains 14667 members 
Mstep: Class 13 contains 10288 members 
Mstep: Class 14 contains 22951 members 
Mstep: Class 15 contains 35056 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 7239 members 
Mstep: Class 18 contains 16071 members 
Mstep: Class 19 contains 12334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40000964.000000 Penalty: 37435.351562
Iteration 29Q: 19 clusters Score -4.000096e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 99074 members 
Mstep: Class 4 contains 23456 members 
Mstep: Class 5 contains 8635 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 8 contains 78771 members 
Mstep: Class 9 contains 12481 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 5702 members 
Mstep: Class 12 contains 14624 members 
Mstep: Class 13 contains 10434 members 
Mstep: Class 14 contains 23008 members 
Mstep: Class 15 contains 35072 members 
Mstep: Class 16 contains 1892 members 
Mstep: Class 17 contains 7264 members 
Mstep: Class 18 contains 16009 members 
Mstep: Class 19 contains 12572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40001552.000000 Penalty: 37435.351562
Iteration 30Q: 19 clusters Score -4.000155e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4593 members 
Mstep: Class 3 contains 99268 members 
Mstep: Class 4 contains 23540 members 
Mstep: Class 5 contains 8640 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 8 contains 78323 members 
Mstep: Class 9 contains 12347 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 5699 members 
Mstep: Class 12 contains 14588 members 
Mstep: Class 13 contains 10507 members 
Mstep: Class 14 contains 23072 members 
Mstep: Class 15 contains 35085 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 7289 members 
Mstep: Class 18 contains 15972 members 
Mstep: Class 19 contains 12892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40002056.000000 Penalty: 37435.351562
Iteration 31Q: 19 clusters Score -4.000206e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4524 members 
Mstep: Class 3 contains 99405 members 
Mstep: Class 4 contains 23642 members 
Mstep: Class 5 contains 8657 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 8 contains 77833 members 
Mstep: Class 9 contains 12243 members 
Mstep: Class 10 contains 2506 members 
Mstep: Class 11 contains 5686 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 23133 members 
Mstep: Class 15 contains 35111 members 
Mstep: Class 16 contains 1903 members 
Mstep: Class 17 contains 7316 members 
Mstep: Class 18 contains 15956 members 
Mstep: Class 19 contains 13274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40002724.000000 Penalty: 37435.351562
Iteration 32Q: 19 clusters Score -4.000272e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 99485 members 
Mstep: Class 4 contains 23719 members 
Mstep: Class 5 contains 8693 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 8 contains 77275 members 
Mstep: Class 9 contains 12164 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 5672 members 
Mstep: Class 12 contains 14480 members 
Mstep: Class 13 contains 10558 members 
Mstep: Class 14 contains 23210 members 
Mstep: Class 15 contains 35133 members 
Mstep: Class 16 contains 1903 members 
Mstep: Class 17 contains 7353 members 
Mstep: Class 18 contains 15941 members 
Mstep: Class 19 contains 13736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40003400.000000 Penalty: 37435.351562
Iteration 33Q: 19 clusters Score -4.00034e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 99487 members 
Mstep: Class 4 contains 23798 members 
Mstep: Class 5 contains 8702 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 8 contains 76703 members 
Mstep: Class 9 contains 12120 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 5664 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 10568 members 
Mstep: Class 14 contains 23295 members 
Mstep: Class 15 contains 35142 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 7408 members 
Mstep: Class 18 contains 15945 members 
Mstep: Class 19 contains 14230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40003940.000000 Penalty: 37435.351562
Iteration 34Q: 19 clusters Score -4.000394e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4353 members 
Mstep: Class 3 contains 99456 members 
Mstep: Class 4 contains 23863 members 
Mstep: Class 5 contains 8719 members 
Mstep: Class 6 contains 3457 members 
Mstep: Class 8 contains 76168 members 
Mstep: Class 9 contains 12087 members 
Mstep: Class 10 contains 2418 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 14399 members 
Mstep: Class 13 contains 10567 members 
Mstep: Class 14 contains 23362 members 
Mstep: Class 15 contains 35153 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 7473 members 
Mstep: Class 18 contains 15946 members 
Mstep: Class 19 contains 14742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40004772.000000 Penalty: 37435.351562
Iteration 35Q: 19 clusters Score -4.000477e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4309 members 
Mstep: Class 3 contains 99373 members 
Mstep: Class 4 contains 23924 members 
Mstep: Class 5 contains 8713 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 8 contains 75662 members 
Mstep: Class 9 contains 12079 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 5648 members 
Mstep: Class 12 contains 14375 members 
Mstep: Class 13 contains 10557 members 
Mstep: Class 14 contains 23415 members 
Mstep: Class 15 contains 35151 members 
Mstep: Class 16 contains 1920 members 
Mstep: Class 17 contains 7529 members 
Mstep: Class 18 contains 15961 members 
Mstep: Class 19 contains 15281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40005388.000000 Penalty: 37435.351562
Iteration 36Q: 19 clusters Score -4.000539e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4262 members 
Mstep: Class 3 contains 99236 members 
Mstep: Class 4 contains 23964 members 
Mstep: Class 5 contains 8724 members 
Mstep: Class 6 contains 3445 members 
Mstep: Class 8 contains 75262 members 
Mstep: Class 9 contains 12071 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 5639 members 
Mstep: Class 12 contains 14343 members 
Mstep: Class 13 contains 10544 members 
Mstep: Class 14 contains 23468 members 
Mstep: Class 15 contains 35156 members 
Mstep: Class 16 contains 1923 members 
Mstep: Class 17 contains 7579 members 
Mstep: Class 18 contains 15954 members 
Mstep: Class 19 contains 15806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40006080.000000 Penalty: 37435.351562
Iteration 37Q: 19 clusters Score -4.000608e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4225 members 
Mstep: Class 3 contains 99082 members 
Mstep: Class 4 contains 23989 members 
Mstep: Class 5 contains 8730 members 
Mstep: Class 6 contains 3440 members 
Mstep: Class 8 contains 74951 members 
Mstep: Class 9 contains 12054 members 
Mstep: Class 10 contains 2358 members 
Mstep: Class 11 contains 5629 members 
Mstep: Class 12 contains 14297 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 23514 members 
Mstep: Class 15 contains 35164 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 7624 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 16271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40006496.000000 Penalty: 37435.351562
Iteration 38Q: 19 clusters Score -4.00065e+07 nChanged 1045
Entering ConstructFrom: 
Score: -40006496.000000 Penalty: 37435.351562
Entering ConstructFrom: 
Trying to split cluster 1 (1820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Entering Unmasked Estep 
Score: -141153.890625 Penalty: 1219.821167
	Iteration 0F: 2 clusters Score -141153.9 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 898 members 
Entering Unmasked Estep 
Score: -139388.531250 Penalty: 2439.642334
	Iteration 0F: 3 clusters Score -139388.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -140437.984375 Penalty: 2439.642334
	Iteration 1F: 3 clusters Score -140438 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -141218.921875 Penalty: 2439.642334
	Iteration 2F: 3 clusters Score -141218.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -142333.796875 Penalty: 2439.642334
	Iteration 3F: 3 clusters Score -142333.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -143588.312500 Penalty: 2439.642334
	Iteration 4F: 3 clusters Score -143588.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -144428.781250 Penalty: 2439.642334
	Iteration 5F: 3 clusters Score -144428.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -144705.796875 Penalty: 2439.642334
	Iteration 6Q: 3 clusters Score -144705.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -144800.718750 Penalty: 2439.642334
	Iteration 7Q: 3 clusters Score -144800.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -144843.843750 Penalty: 2439.642334
	Iteration 8Q: 3 clusters Score -144843.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -144854.796875 Penalty: 2439.642334
	Iteration 9Q: 3 clusters Score -144854.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -144859.515625 Penalty: 2439.642334
	Iteration 10Q: 3 clusters Score -144859.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -144862.281250 Penalty: 2439.642334
	Iteration 11Q: 3 clusters Score -144862.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -144863.500000 Penalty: 2439.642334
	Iteration 12Q: 3 clusters Score -144863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -144863.500000 Penalty: 2439.642334
	Iteration 13F: 3 clusters Score -144863.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4196 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 74736 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Entering Unmasked Estep 
Score: -40009424.000000 Penalty: 39515.093750
Splitting cluster 1 changes total score from -40006496.000000 to -40009424.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 2 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -427753.750000 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -427753.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -424346.406250 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -424346.4 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -425824.375000 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -425824.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -426339.281250 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -426339.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -426753.468750 Penalty: 2711.113037
	Iteration 3F: 3 clusters Score -426753.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -427248.812500 Penalty: 2711.113037
	Iteration 4F: 3 clusters Score -427248.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -427876.031250 Penalty: 2711.113037
	Iteration 5F: 3 clusters Score -427876 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -428376.687500 Penalty: 2711.113037
	Iteration 6F: 3 clusters Score -428376.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -428761.343750 Penalty: 2711.113037
	Iteration 7F: 3 clusters Score -428761.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -429143.312500 Penalty: 2711.113037
	Iteration 8F: 3 clusters Score -429143.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -429344.437500 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -429344.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -429460.718750 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -429460.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -429544.281250 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -429544.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -429611.156250 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -429611.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -429663.343750 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -429663.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -429714.093750 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -429714.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -429745.687500 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -429745.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -429766.375000 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -429766.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -429776.843750 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -429776.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -429781.812500 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -429781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -429785.281250 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -429785.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -429791.031250 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -429791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -429792.781250 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -429792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -429797.531250 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -429797.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -429800.593750 Penalty: 2711.113037
	Iteration 23Q: 3 clusters Score -429800.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -429804.125000 Penalty: 2711.113037
	Iteration 24Q: 3 clusters Score -429804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -429806.125000 Penalty: 2711.113037
	Iteration 25Q: 3 clusters Score -429806.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -429809.375000 Penalty: 2711.113037
	Iteration 26Q: 3 clusters Score -429809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -429811.656250 Penalty: 2711.113037
	Iteration 27Q: 3 clusters Score -429811.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -429811.812500 Penalty: 2711.113037
	Iteration 28Q: 3 clusters Score -429811.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -429812.125000 Penalty: 2711.113037
	Iteration 29Q: 3 clusters Score -429812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -429812.125000 Penalty: 2711.113037
	Iteration 30F: 3 clusters Score -429812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 24010 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 74736 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Entering Unmasked Estep 
Score: -40010748.000000 Penalty: 41594.832031
Splitting cluster 2 changes total score from -40006496.000000 to -40010748.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 3 (98922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98922 members 
Entering Unmasked Estep 
Score: -11317999.000000 Penalty: 1869.089111
	Iteration 0F: 2 clusters Score -1.1318e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 49349 members 
Entering Unmasked Estep 
Score: -11251630.000000 Penalty: 3738.178223
	Iteration 0F: 3 clusters Score -1.125163e+07 nChanged 47367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51482 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -11279492.000000 Penalty: 3738.178223
	Iteration 1F: 3 clusters Score -1.127949e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52618 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -11280466.000000 Penalty: 3738.178223
	Iteration 2Q: 3 clusters Score -1.128047e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -11281512.000000 Penalty: 3738.178223
	Iteration 3Q: 3 clusters Score -1.128151e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56786 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -11282946.000000 Penalty: 3738.178223
	Iteration 4Q: 3 clusters Score -1.128295e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60276 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -11285097.000000 Penalty: 3738.178223
	Iteration 5Q: 3 clusters Score -1.12851e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65010 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -11288421.000000 Penalty: 3738.178223
	Iteration 6F: 3 clusters Score -1.128842e+07 nChanged 6684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -11293354.000000 Penalty: 3738.178223
	Iteration 7F: 3 clusters Score -1.129335e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77690 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -11299555.000000 Penalty: 3738.178223
	Iteration 8F: 3 clusters Score -1.129956e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -11305599.000000 Penalty: 3738.178223
	Iteration 9F: 3 clusters Score -1.13056e+07 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87562 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -11309912.000000 Penalty: 3738.178223
	Iteration 10Q: 3 clusters Score -1.130991e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89969 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -11312426.000000 Penalty: 3738.178223
	Iteration 11Q: 3 clusters Score -1.131243e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91495 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -11313919.000000 Penalty: 3738.178223
	Iteration 12Q: 3 clusters Score -1.131392e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92482 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -11314866.000000 Penalty: 3738.178223
	Iteration 13Q: 3 clusters Score -1.131487e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93176 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -11315458.000000 Penalty: 3738.178223
	Iteration 14Q: 3 clusters Score -1.131546e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93716 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -11315859.000000 Penalty: 3738.178223
	Iteration 15Q: 3 clusters Score -1.131586e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94115 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -11316226.000000 Penalty: 3738.178223
	Iteration 16Q: 3 clusters Score -1.131623e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94396 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -11316444.000000 Penalty: 3738.178223
	Iteration 17Q: 3 clusters Score -1.131644e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -11316658.000000 Penalty: 3738.178223
	Iteration 18Q: 3 clusters Score -1.131666e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94795 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -11316844.000000 Penalty: 3738.178223
	Iteration 19Q: 3 clusters Score -1.131684e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94942 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -11317018.000000 Penalty: 3738.178223
	Iteration 20F: 3 clusters Score -1.131702e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95027 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11317177.000000 Penalty: 3738.178223
	Iteration 21Q: 3 clusters Score -1.131718e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95098 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -11317382.000000 Penalty: 3738.178223
	Iteration 22Q: 3 clusters Score -1.131738e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -11317498.000000 Penalty: 3738.178223
	Iteration 23Q: 3 clusters Score -1.13175e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -11317585.000000 Penalty: 3738.178223
	Iteration 24Q: 3 clusters Score -1.131758e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95126 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -11317635.000000 Penalty: 3738.178223
	Iteration 25Q: 3 clusters Score -1.131764e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -11317700.000000 Penalty: 3738.178223
	Iteration 26Q: 3 clusters Score -1.13177e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95099 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -11317728.000000 Penalty: 3738.178223
	Iteration 27Q: 3 clusters Score -1.131773e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -11317743.000000 Penalty: 3738.178223
	Iteration 28Q: 3 clusters Score -1.131774e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -11317776.000000 Penalty: 3738.178223
	Iteration 29Q: 3 clusters Score -1.131778e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95073 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -11317809.000000 Penalty: 3738.178223
	Iteration 30Q: 3 clusters Score -1.131781e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95066 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -11317805.000000 Penalty: 3738.178223
	Iteration 31Q: 3 clusters Score -1.13178e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95072 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -11317819.000000 Penalty: 3738.178223
	Iteration 32Q: 3 clusters Score -1.131782e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -11317849.000000 Penalty: 3738.178223
	Iteration 33Q: 3 clusters Score -1.131785e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95048 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -11317853.000000 Penalty: 3738.178223
	Iteration 34Q: 3 clusters Score -1.131785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95042 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -11317871.000000 Penalty: 3738.178223
	Iteration 35Q: 3 clusters Score -1.131787e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95031 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -11317869.000000 Penalty: 3738.178223
	Iteration 36Q: 3 clusters Score -1.131787e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95028 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -11317882.000000 Penalty: 3738.178223
	Iteration 37Q: 3 clusters Score -1.131788e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95024 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -11317895.000000 Penalty: 3738.178223
	Iteration 38Q: 3 clusters Score -1.13179e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11317903.000000 Penalty: 3738.178223
	Iteration 39Q: 3 clusters Score -1.13179e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -11317901.000000 Penalty: 3738.178223
	Iteration 40F: 3 clusters Score -1.13179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95015 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -11317896.000000 Penalty: 3738.178223
	Iteration 41Q: 3 clusters Score -1.13179e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95017 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -11317888.000000 Penalty: 3738.178223
	Iteration 42Q: 3 clusters Score -1.131789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95014 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -11317899.000000 Penalty: 3738.178223
	Iteration 43Q: 3 clusters Score -1.13179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11317905.000000 Penalty: 3738.178223
	Iteration 44Q: 3 clusters Score -1.13179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95010 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -11317889.000000 Penalty: 3738.178223
	Iteration 45Q: 3 clusters Score -1.131789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11317889.000000 Penalty: 3738.178223
	Iteration 46Q: 3 clusters Score -1.131789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11317891.000000 Penalty: 3738.178223
	Iteration 47Q: 3 clusters Score -1.131789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -11317894.000000 Penalty: 3738.178223
	Iteration 48Q: 3 clusters Score -1.131789e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11317895.000000 Penalty: 3738.178223
	Iteration 49Q: 3 clusters Score -1.13179e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11317896.000000 Penalty: 3738.178223
	Iteration 50Q: 3 clusters Score -1.13179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95012 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -11317896.000000 Penalty: 3738.178223
	Iteration 51F: 3 clusters Score -1.13179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Entering Unmasked Estep 
Score: -2709987.250000 Penalty: 1639.011597
	Iteration 0F: 2 clusters Score -2709987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2693701.750000 Penalty: 3278.023193
	Iteration 0F: 3 clusters Score -2693702 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -2699735.750000 Penalty: 3278.023193
	Iteration 1F: 3 clusters Score -2699736 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2700449.750000 Penalty: 3278.023193
	Iteration 2F: 3 clusters Score -2700450 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2701494.750000 Penalty: 3278.023193
	Iteration 3F: 3 clusters Score -2701495 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2703115.500000 Penalty: 3278.023193
	Iteration 4F: 3 clusters Score -2703116 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2705068.000000 Penalty: 3278.023193
	Iteration 5F: 3 clusters Score -2705068 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2706573.250000 Penalty: 3278.023193
	Iteration 6F: 3 clusters Score -2706573 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -2707442.500000 Penalty: 3278.023193
	Iteration 7F: 3 clusters Score -2707442 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2708041.000000 Penalty: 3278.023193
	Iteration 8Q: 3 clusters Score -2708041 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2708471.250000 Penalty: 3278.023193
	Iteration 9Q: 3 clusters Score -2708471 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2708835.500000 Penalty: 3278.023193
	Iteration 10Q: 3 clusters Score -2708836 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -2709098.500000 Penalty: 3278.023193
	Iteration 11Q: 3 clusters Score -2709098 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -2709353.250000 Penalty: 3278.023193
	Iteration 12Q: 3 clusters Score -2709353 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2709575.000000 Penalty: 3278.023193
	Iteration 13Q: 3 clusters Score -2709575 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2709820.750000 Penalty: 3278.023193
	Iteration 14Q: 3 clusters Score -2709821 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2710052.750000 Penalty: 3278.023193
	Iteration 15Q: 3 clusters Score -2710053 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2710342.250000 Penalty: 3278.023193
	Iteration 16Q: 3 clusters Score -2710342 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -2710620.750000 Penalty: 3278.023193
	Iteration 17Q: 3 clusters Score -2710621 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2710928.500000 Penalty: 3278.023193
	Iteration 18Q: 3 clusters Score -2710928 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2711181.250000 Penalty: 3278.023193
	Iteration 19Q: 3 clusters Score -2711181 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2711410.250000 Penalty: 3278.023193
	Iteration 20F: 3 clusters Score -2711410 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2711567.750000 Penalty: 3278.023193
	Iteration 21Q: 3 clusters Score -2711568 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2711645.500000 Penalty: 3278.023193
	Iteration 22Q: 3 clusters Score -2711646 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -2711729.250000 Penalty: 3278.023193
	Iteration 23Q: 3 clusters Score -2711729 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2711786.500000 Penalty: 3278.023193
	Iteration 24Q: 3 clusters Score -2711786 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2711805.250000 Penalty: 3278.023193
	Iteration 25Q: 3 clusters Score -2711805 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2711833.750000 Penalty: 3278.023193
	Iteration 26Q: 3 clusters Score -2711834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2711836.250000 Penalty: 3278.023193
	Iteration 27Q: 3 clusters Score -2711836 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2711844.000000 Penalty: 3278.023193
	Iteration 28Q: 3 clusters Score -2711844 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2711855.000000 Penalty: 3278.023193
	Iteration 29Q: 3 clusters Score -2711855 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2711857.250000 Penalty: 3278.023193
	Iteration 30Q: 3 clusters Score -2711857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2711870.500000 Penalty: 3278.023193
	Iteration 31Q: 3 clusters Score -2711870 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -2711872.750000 Penalty: 3278.023193
	Iteration 32Q: 3 clusters Score -2711873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2711870.000000 Penalty: 3278.023193
	Iteration 33Q: 3 clusters Score -2711870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -2711866.500000 Penalty: 3278.023193
	Iteration 34Q: 3 clusters Score -2711866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2711871.250000 Penalty: 3278.023193
	Iteration 35Q: 3 clusters Score -2711871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2711873.750000 Penalty: 3278.023193
	Iteration 36Q: 3 clusters Score -2711874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2711881.250000 Penalty: 3278.023193
	Iteration 37Q: 3 clusters Score -2711881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -2711887.250000 Penalty: 3278.023193
	Iteration 38Q: 3 clusters Score -2711887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2711880.750000 Penalty: 3278.023193
	Iteration 39Q: 3 clusters Score -2711881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2711886.750000 Penalty: 3278.023193
	Iteration 40F: 3 clusters Score -2711887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2711885.000000 Penalty: 3278.023193
	Iteration 41Q: 3 clusters Score -2711885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2711886.500000 Penalty: 3278.023193
	Iteration 42Q: 3 clusters Score -2711886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2711883.500000 Penalty: 3278.023193
	Iteration 43Q: 3 clusters Score -2711884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2711883.750000 Penalty: 3278.023193
	Iteration 44Q: 3 clusters Score -2711884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2711883.750000 Penalty: 3278.023193
	Iteration 45Q: 3 clusters Score -2711884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2711882.000000 Penalty: 3278.023193
	Iteration 46Q: 3 clusters Score -2711882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2711878.750000 Penalty: 3278.023193
	Iteration 47Q: 3 clusters Score -2711879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2711881.250000 Penalty: 3278.023193
	Iteration 48Q: 3 clusters Score -2711881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -2711881.500000 Penalty: 3278.023193
	Iteration 49Q: 3 clusters Score -2711882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2711886.000000 Penalty: 3278.023193
	Iteration 50Q: 3 clusters Score -2711886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2711885.250000 Penalty: 3278.023193
	Iteration 51Q: 3 clusters Score -2711885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2711887.250000 Penalty: 3278.023193
	Iteration 52Q: 3 clusters Score -2711887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2711887.250000 Penalty: 3278.023193
	Iteration 53F: 3 clusters Score -2711887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 74736 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Entering Unmasked Estep 
Score: -40012148.000000 Penalty: 43674.574219
Splitting cluster 4 changes total score from -40006496.000000 to -40012148.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (8725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Entering Unmasked Estep 
Score: -883093.000000 Penalty: 1474.516479
	Iteration 0F: 2 clusters Score -883093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -876916.062500 Penalty: 2949.032959
	Iteration 0F: 3 clusters Score -876916.1 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -879604.250000 Penalty: 2949.032959
	Iteration 1F: 3 clusters Score -879604.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -880490.062500 Penalty: 2949.032959
	Iteration 2F: 3 clusters Score -880490.1 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -881180.187500 Penalty: 2949.032959
	Iteration 3F: 3 clusters Score -881180.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -881697.687500 Penalty: 2949.032959
	Iteration 4F: 3 clusters Score -881697.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -882059.250000 Penalty: 2949.032959
	Iteration 5F: 3 clusters Score -882059.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -882330.000000 Penalty: 2949.032959
	Iteration 6Q: 3 clusters Score -882330 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -882558.312500 Penalty: 2949.032959
	Iteration 7Q: 3 clusters Score -882558.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -882731.375000 Penalty: 2949.032959
	Iteration 8Q: 3 clusters Score -882731.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -882860.375000 Penalty: 2949.032959
	Iteration 9Q: 3 clusters Score -882860.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -882917.250000 Penalty: 2949.032959
	Iteration 10Q: 3 clusters Score -882917.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -882950.062500 Penalty: 2949.032959
	Iteration 11Q: 3 clusters Score -882950.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -882975.625000 Penalty: 2949.032959
	Iteration 12Q: 3 clusters Score -882975.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -882989.250000 Penalty: 2949.032959
	Iteration 13Q: 3 clusters Score -882989.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -883002.437500 Penalty: 2949.032959
	Iteration 14Q: 3 clusters Score -883002.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -883013.187500 Penalty: 2949.032959
	Iteration 15Q: 3 clusters Score -883013.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -883016.375000 Penalty: 2949.032959
	Iteration 16Q: 3 clusters Score -883016.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -883018.687500 Penalty: 2949.032959
	Iteration 17Q: 3 clusters Score -883018.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -883022.187500 Penalty: 2949.032959
	Iteration 18Q: 3 clusters Score -883022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -883023.187500 Penalty: 2949.032959
	Iteration 19Q: 3 clusters Score -883023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -883023.312500 Penalty: 2949.032959
	Iteration 20F: 3 clusters Score -883023.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -883026.687500 Penalty: 2949.032959
	Iteration 21Q: 3 clusters Score -883026.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -883028.312500 Penalty: 2949.032959
	Iteration 22Q: 3 clusters Score -883028.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -883029.562500 Penalty: 2949.032959
	Iteration 23Q: 3 clusters Score -883029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -883030.250000 Penalty: 2949.032959
	Iteration 24Q: 3 clusters Score -883030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -883031.125000 Penalty: 2949.032959
	Iteration 25Q: 3 clusters Score -883031.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -883031.000000 Penalty: 2949.032959
	Iteration 26Q: 3 clusters Score -883031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -883032.187500 Penalty: 2949.032959
	Iteration 27Q: 3 clusters Score -883032.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -883032.000000 Penalty: 2949.032959
	Iteration 28Q: 3 clusters Score -883032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -883030.812500 Penalty: 2949.032959
	Iteration 29Q: 3 clusters Score -883030.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -883030.812500 Penalty: 2949.032959
	Iteration 30F: 3 clusters Score -883030.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Entering Unmasked Estep 
Score: -369997.875000 Penalty: 1323.132568
	Iteration 0F: 2 clusters Score -369997.9 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 1729 members 
Entering Unmasked Estep 
Score: -367044.375000 Penalty: 2646.265137
	Iteration 0F: 3 clusters Score -367044.4 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -367946.875000 Penalty: 2646.265137
	Iteration 1F: 3 clusters Score -367946.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -368324.437500 Penalty: 2646.265137
	Iteration 2F: 3 clusters Score -368324.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -368707.656250 Penalty: 2646.265137
	Iteration 3F: 3 clusters Score -368707.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -369204.875000 Penalty: 2646.265137
	Iteration 4F: 3 clusters Score -369204.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -369714.531250 Penalty: 2646.265137
	Iteration 5F: 3 clusters Score -369714.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -370048.250000 Penalty: 2646.265137
	Iteration 6F: 3 clusters Score -370048.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -370208.468750 Penalty: 2646.265137
	Iteration 7Q: 3 clusters Score -370208.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -370281.250000 Penalty: 2646.265137
	Iteration 8Q: 3 clusters Score -370281.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -370315.875000 Penalty: 2646.265137
	Iteration 9Q: 3 clusters Score -370315.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -370355.687500 Penalty: 2646.265137
	Iteration 10Q: 3 clusters Score -370355.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -370406.750000 Penalty: 2646.265137
	Iteration 11Q: 3 clusters Score -370406.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -370482.937500 Penalty: 2646.265137
	Iteration 12Q: 3 clusters Score -370482.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -370591.062500 Penalty: 2646.265137
	Iteration 13Q: 3 clusters Score -370591.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -370677.781250 Penalty: 2646.265137
	Iteration 14Q: 3 clusters Score -370677.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -370739.656250 Penalty: 2646.265137
	Iteration 15Q: 3 clusters Score -370739.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -370797.031250 Penalty: 2646.265137
	Iteration 16Q: 3 clusters Score -370797 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -370874.500000 Penalty: 2646.265137
	Iteration 17Q: 3 clusters Score -370874.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -371024.375000 Penalty: 2646.265137
	Iteration 18Q: 3 clusters Score -371024.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -371222.125000 Penalty: 2646.265137
	Iteration 19Q: 3 clusters Score -371222.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -371522.875000 Penalty: 2646.265137
	Iteration 20F: 3 clusters Score -371522.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -371745.281250 Penalty: 2646.265137
	Iteration 21Q: 3 clusters Score -371745.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -371821.031250 Penalty: 2646.265137
	Iteration 22Q: 3 clusters Score -371821 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -371865.187500 Penalty: 2646.265137
	Iteration 23Q: 3 clusters Score -371865.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -371886.375000 Penalty: 2646.265137
	Iteration 24Q: 3 clusters Score -371886.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -371899.125000 Penalty: 2646.265137
	Iteration 25Q: 3 clusters Score -371899.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -371904.031250 Penalty: 2646.265137
	Iteration 26Q: 3 clusters Score -371904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -371909.750000 Penalty: 2646.265137
	Iteration 27Q: 3 clusters Score -371909.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -371914.937500 Penalty: 2646.265137
	Iteration 28Q: 3 clusters Score -371914.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -371916.625000 Penalty: 2646.265137
	Iteration 29Q: 3 clusters Score -371916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -371920.718750 Penalty: 2646.265137
	Iteration 30Q: 3 clusters Score -371920.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -371922.593750 Penalty: 2646.265137
	Iteration 31Q: 3 clusters Score -371922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -371923.531250 Penalty: 2646.265137
	Iteration 32Q: 3 clusters Score -371923.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371924.281250 Penalty: 2646.265137
	Iteration 33Q: 3 clusters Score -371924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -371924.281250 Penalty: 2646.265137
	Iteration 34F: 3 clusters Score -371924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 74736 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Entering Unmasked Estep 
Score: -40013328.000000 Penalty: 45754.316406
Splitting cluster 6 changes total score from -40006496.000000 to -40013328.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 8 (74736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74736 members 
Entering Unmasked Estep 
Score: -8580983.000000 Penalty: 1823.529053
	Iteration 0F: 2 clusters Score -8580983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 37289 members 
Entering Unmasked Estep 
Score: -8531234.000000 Penalty: 3647.058105
	Iteration 0F: 3 clusters Score -8531234 nChanged 35357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8554394.000000 Penalty: 3647.058105
	Iteration 1F: 3 clusters Score -8554394 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -8561017.000000 Penalty: 3647.058105
	Iteration 2F: 3 clusters Score -8561017 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -8570108.000000 Penalty: 3647.058105
	Iteration 3F: 3 clusters Score -8570108 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -8579835.000000 Penalty: 3647.058105
	Iteration 4F: 3 clusters Score -8579835 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -8587741.000000 Penalty: 3647.058105
	Iteration 5F: 3 clusters Score -8587741 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -8595150.000000 Penalty: 3647.058105
	Iteration 6F: 3 clusters Score -8595150 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -8601519.000000 Penalty: 3647.058105
	Iteration 7F: 3 clusters Score -8601519 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -8604112.000000 Penalty: 3647.058105
	Iteration 8Q: 3 clusters Score -8604112 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 50445 members 
Entering Unmasked Estep 
Score: -8604562.000000 Penalty: 3647.058105
	Iteration 9Q: 3 clusters Score -8604562 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -8604662.000000 Penalty: 3647.058105
	Iteration 10Q: 3 clusters Score -8604662 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -8604750.000000 Penalty: 3647.058105
	Iteration 11Q: 3 clusters Score -8604750 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 50726 members 
Entering Unmasked Estep 
Score: -8604872.000000 Penalty: 3647.058105
	Iteration 12Q: 3 clusters Score -8604872 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -8604994.000000 Penalty: 3647.058105
	Iteration 13Q: 3 clusters Score -8604994 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -8605082.000000 Penalty: 3647.058105
	Iteration 14Q: 3 clusters Score -8605082 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 51464 members 
Entering Unmasked Estep 
Score: -8605184.000000 Penalty: 3647.058105
	Iteration 15Q: 3 clusters Score -8605184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 51674 members 
Entering Unmasked Estep 
Score: -8605238.000000 Penalty: 3647.058105
	Iteration 16Q: 3 clusters Score -8605238 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -8605256.000000 Penalty: 3647.058105
	Iteration 17Q: 3 clusters Score -8605256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 51973 members 
Entering Unmasked Estep 
Score: -8605289.000000 Penalty: 3647.058105
	Iteration 18Q: 3 clusters Score -8605289 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -8605292.000000 Penalty: 3647.058105
	Iteration 19Q: 3 clusters Score -8605292 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -8605295.000000 Penalty: 3647.058105
	Iteration 20F: 3 clusters Score -8605295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 52176 members 
Entering Unmasked Estep 
Score: -8605302.000000 Penalty: 3647.058105
	Iteration 21Q: 3 clusters Score -8605302 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 52196 members 
Entering Unmasked Estep 
Score: -8605302.000000 Penalty: 3647.058105
	Iteration 22Q: 3 clusters Score -8605302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 52210 members 
Entering Unmasked Estep 
Score: -8605294.000000 Penalty: 3647.058105
	Iteration 23Q: 3 clusters Score -8605294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 52217 members 
Entering Unmasked Estep 
Score: -8605301.000000 Penalty: 3647.058105
	Iteration 24Q: 3 clusters Score -8605301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -8605303.000000 Penalty: 3647.058105
	Iteration 25Q: 3 clusters Score -8605303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 52220 members 
Entering Unmasked Estep 
Score: -8605303.000000 Penalty: 3647.058105
	Iteration 26F: 3 clusters Score -8605303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 5618 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Entering Unmasked Estep 
Score: -40037776.000000 Penalty: 47834.058594
Splitting cluster 8 changes total score from -40006496.000000 to -40037776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 9 (12039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Entering Unmasked Estep 
Score: -1373958.375000 Penalty: 1526.834839
	Iteration 0F: 2 clusters Score -1373958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1365529.000000 Penalty: 3053.669678
	Iteration 0F: 3 clusters Score -1365529 nChanged 5306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1368367.125000 Penalty: 3053.669678
	Iteration 1F: 3 clusters Score -1368367 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1368661.625000 Penalty: 3053.669678
	Iteration 2F: 3 clusters Score -1368662 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1368903.375000 Penalty: 3053.669678
	Iteration 3Q: 3 clusters Score -1368903 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1369114.250000 Penalty: 3053.669678
	Iteration 4Q: 3 clusters Score -1369114 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1369279.625000 Penalty: 3053.669678
	Iteration 5Q: 3 clusters Score -1369280 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1369429.625000 Penalty: 3053.669678
	Iteration 6Q: 3 clusters Score -1369430 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1369573.875000 Penalty: 3053.669678
	Iteration 7Q: 3 clusters Score -1369574 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1369734.250000 Penalty: 3053.669678
	Iteration 8Q: 3 clusters Score -1369734 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1369918.625000 Penalty: 3053.669678
	Iteration 9Q: 3 clusters Score -1369919 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1370165.375000 Penalty: 3053.669678
	Iteration 10Q: 3 clusters Score -1370165 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1370455.375000 Penalty: 3053.669678
	Iteration 11Q: 3 clusters Score -1370455 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1370795.000000 Penalty: 3053.669678
	Iteration 12Q: 3 clusters Score -1370795 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1371169.875000 Penalty: 3053.669678
	Iteration 13Q: 3 clusters Score -1371170 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1371507.125000 Penalty: 3053.669678
	Iteration 14Q: 3 clusters Score -1371507 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1371796.500000 Penalty: 3053.669678
	Iteration 15Q: 3 clusters Score -1371796 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1372045.625000 Penalty: 3053.669678
	Iteration 16Q: 3 clusters Score -1372046 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1372294.250000 Penalty: 3053.669678
	Iteration 17Q: 3 clusters Score -1372294 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1372468.625000 Penalty: 3053.669678
	Iteration 18Q: 3 clusters Score -1372469 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1372571.375000 Penalty: 3053.669678
	Iteration 19Q: 3 clusters Score -1372571 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1372647.750000 Penalty: 3053.669678
	Iteration 20F: 3 clusters Score -1372648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1372696.500000 Penalty: 3053.669678
	Iteration 21Q: 3 clusters Score -1372696 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1372731.375000 Penalty: 3053.669678
	Iteration 22Q: 3 clusters Score -1372731 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1372755.875000 Penalty: 3053.669678
	Iteration 23Q: 3 clusters Score -1372756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1372761.875000 Penalty: 3053.669678
	Iteration 24Q: 3 clusters Score -1372762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1372773.500000 Penalty: 3053.669678
	Iteration 25Q: 3 clusters Score -1372774 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1372784.250000 Penalty: 3053.669678
	Iteration 26Q: 3 clusters Score -1372784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1372797.250000 Penalty: 3053.669678
	Iteration 27Q: 3 clusters Score -1372797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1372800.000000 Penalty: 3053.669678
	Iteration 28Q: 3 clusters Score -1372800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1372803.000000 Penalty: 3053.669678
	Iteration 29Q: 3 clusters Score -1372803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1372805.375000 Penalty: 3053.669678
	Iteration 30Q: 3 clusters Score -1372805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1372809.500000 Penalty: 3053.669678
	Iteration 31Q: 3 clusters Score -1372810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1372812.375000 Penalty: 3053.669678
	Iteration 32Q: 3 clusters Score -1372812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1372819.500000 Penalty: 3053.669678
	Iteration 33Q: 3 clusters Score -1372820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1372821.125000 Penalty: 3053.669678
	Iteration 34Q: 3 clusters Score -1372821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1372822.375000 Penalty: 3053.669678
	Iteration 35Q: 3 clusters Score -1372822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1372825.000000 Penalty: 3053.669678
	Iteration 36Q: 3 clusters Score -1372825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1372826.125000 Penalty: 3053.669678
	Iteration 37Q: 3 clusters Score -1372826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1372827.750000 Penalty: 3053.669678
	Iteration 38Q: 3 clusters Score -1372828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1372825.375000 Penalty: 3053.669678
	Iteration 39Q: 3 clusters Score -1372825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1372830.875000 Penalty: 3053.669678
	Iteration 40F: 3 clusters Score -1372831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1372834.625000 Penalty: 3053.669678
	Iteration 41Q: 3 clusters Score -1372835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1372835.500000 Penalty: 3053.669678
	Iteration 42Q: 3 clusters Score -1372836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1372836.250000 Penalty: 3053.669678
	Iteration 43Q: 3 clusters Score -1372836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1372839.875000 Penalty: 3053.669678
	Iteration 44Q: 3 clusters Score -1372840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1372838.500000 Penalty: 3053.669678
	Iteration 45Q: 3 clusters Score -1372838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1372838.500000 Penalty: 3053.669678
	Iteration 46Q: 3 clusters Score -1372838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1372837.625000 Penalty: 3053.669678
	Iteration 47Q: 3 clusters Score -1372838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1372839.000000 Penalty: 3053.669678
	Iteration 48Q: 3 clusters Score -1372839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1372838.375000 Penalty: 3053.669678
	Iteration 49Q: 3 clusters Score -1372838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1372840.125000 Penalty: 3053.669678
	Iteration 50Q: 3 clusters Score -1372840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1372839.375000 Penalty: 3053.669678
	Iteration 51Q: 3 clusters Score -1372839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1372840.625000 Penalty: 3053.669678
	Iteration 52Q: 3 clusters Score -1372841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1372838.625000 Penalty: 3053.669678
	Iteration 53Q: 3 clusters Score -1372839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1372838.750000 Penalty: 3053.669678
	Iteration 54Q: 3 clusters Score -1372839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1372842.375000 Penalty: 3053.669678
	Iteration 55Q: 3 clusters Score -1372842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -1372842.250000 Penalty: 3053.669678
	Iteration 56Q: 3 clusters Score -1372842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1372843.375000 Penalty: 3053.669678
	Iteration 57Q: 3 clusters Score -1372843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1372842.375000 Penalty: 3053.669678
	Iteration 58Q: 3 clusters Score -1372842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1372844.375000 Penalty: 3053.669678
	Iteration 59Q: 3 clusters Score -1372844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1372844.000000 Penalty: 3053.669678
	Iteration 60F: 3 clusters Score -1372844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1372843.375000 Penalty: 3053.669678
	Iteration 61Q: 3 clusters Score -1372843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1372844.375000 Penalty: 3053.669678
	Iteration 62Q: 3 clusters Score -1372844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1372841.250000 Penalty: 3053.669678
	Iteration 63Q: 3 clusters Score -1372841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1372844.875000 Penalty: 3053.669678
	Iteration 64Q: 3 clusters Score -1372845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1372843.000000 Penalty: 3053.669678
	Iteration 65Q: 3 clusters Score -1372843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1372843.000000 Penalty: 3053.669678
	Iteration 66F: 3 clusters Score -1372843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Entering Unmasked Estep 
Score: -253255.015625 Penalty: 1260.312134
	Iteration 0F: 2 clusters Score -253255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -251001.531250 Penalty: 2520.624268
	Iteration 0F: 3 clusters Score -251001.5 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -251518.734375 Penalty: 2520.624268
	Iteration 1F: 3 clusters Score -251518.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -251649.437500 Penalty: 2520.624268
	Iteration 2F: 3 clusters Score -251649.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -251723.515625 Penalty: 2520.624268
	Iteration 3Q: 3 clusters Score -251723.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -251782.046875 Penalty: 2520.624268
	Iteration 4Q: 3 clusters Score -251782 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -251827.203125 Penalty: 2520.624268
	Iteration 5Q: 3 clusters Score -251827.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -251874.843750 Penalty: 2520.624268
	Iteration 6Q: 3 clusters Score -251874.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -251911.921875 Penalty: 2520.624268
	Iteration 7Q: 3 clusters Score -251911.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -251954.140625 Penalty: 2520.624268
	Iteration 8Q: 3 clusters Score -251954.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -251995.312500 Penalty: 2520.624268
	Iteration 9Q: 3 clusters Score -251995.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -252054.484375 Penalty: 2520.624268
	Iteration 10Q: 3 clusters Score -252054.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -252113.828125 Penalty: 2520.624268
	Iteration 11Q: 3 clusters Score -252113.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -252183.359375 Penalty: 2520.624268
	Iteration 12Q: 3 clusters Score -252183.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -252250.906250 Penalty: 2520.624268
	Iteration 13Q: 3 clusters Score -252250.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -252332.625000 Penalty: 2520.624268
	Iteration 14Q: 3 clusters Score -252332.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -252407.828125 Penalty: 2520.624268
	Iteration 15Q: 3 clusters Score -252407.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -252469.296875 Penalty: 2520.624268
	Iteration 16Q: 3 clusters Score -252469.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -252507.359375 Penalty: 2520.624268
	Iteration 17Q: 3 clusters Score -252507.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -252535.515625 Penalty: 2520.624268
	Iteration 18Q: 3 clusters Score -252535.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -252551.593750 Penalty: 2520.624268
	Iteration 19Q: 3 clusters Score -252551.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -252571.734375 Penalty: 2520.624268
	Iteration 20F: 3 clusters Score -252571.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -252586.328125 Penalty: 2520.624268
	Iteration 21Q: 3 clusters Score -252586.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -252599.796875 Penalty: 2520.624268
	Iteration 22Q: 3 clusters Score -252599.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -252610.406250 Penalty: 2520.624268
	Iteration 23Q: 3 clusters Score -252610.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -252626.671875 Penalty: 2520.624268
	Iteration 24Q: 3 clusters Score -252626.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -252638.296875 Penalty: 2520.624268
	Iteration 25Q: 3 clusters Score -252638.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -252650.921875 Penalty: 2520.624268
	Iteration 26Q: 3 clusters Score -252650.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -252662.796875 Penalty: 2520.624268
	Iteration 27Q: 3 clusters Score -252662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -252666.640625 Penalty: 2520.624268
	Iteration 28Q: 3 clusters Score -252666.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -252672.843750 Penalty: 2520.624268
	Iteration 29Q: 3 clusters Score -252672.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -252673.968750 Penalty: 2520.624268
	Iteration 30Q: 3 clusters Score -252674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -252673.968750 Penalty: 2520.624268
	Iteration 31F: 3 clusters Score -252674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Entering Unmasked Estep 
Score: -616152.750000 Penalty: 1402.981323
	Iteration 0F: 2 clusters Score -616152.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -611805.312500 Penalty: 2805.962646
	Iteration 0F: 3 clusters Score -611805.3 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -613161.250000 Penalty: 2805.962646
	Iteration 1F: 3 clusters Score -613161.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -613485.250000 Penalty: 2805.962646
	Iteration 2F: 3 clusters Score -613485.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -613923.000000 Penalty: 2805.962646
	Iteration 3F: 3 clusters Score -613923 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -614469.062500 Penalty: 2805.962646
	Iteration 4F: 3 clusters Score -614469.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -615124.562500 Penalty: 2805.962646
	Iteration 5F: 3 clusters Score -615124.6 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -615727.500000 Penalty: 2805.962646
	Iteration 6F: 3 clusters Score -615727.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -616245.375000 Penalty: 2805.962646
	Iteration 7F: 3 clusters Score -616245.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -616698.312500 Penalty: 2805.962646
	Iteration 8F: 3 clusters Score -616698.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -617171.750000 Penalty: 2805.962646
	Iteration 9Q: 3 clusters Score -617171.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -617530.875000 Penalty: 2805.962646
	Iteration 10Q: 3 clusters Score -617530.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -617753.375000 Penalty: 2805.962646
	Iteration 11Q: 3 clusters Score -617753.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -617886.500000 Penalty: 2805.962646
	Iteration 12Q: 3 clusters Score -617886.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -617945.687500 Penalty: 2805.962646
	Iteration 13Q: 3 clusters Score -617945.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -617973.500000 Penalty: 2805.962646
	Iteration 14Q: 3 clusters Score -617973.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -617985.250000 Penalty: 2805.962646
	Iteration 15Q: 3 clusters Score -617985.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -617989.750000 Penalty: 2805.962646
	Iteration 16Q: 3 clusters Score -617989.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -617993.062500 Penalty: 2805.962646
	Iteration 17Q: 3 clusters Score -617993.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -617992.500000 Penalty: 2805.962646
	Iteration 18Q: 3 clusters Score -617992.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -617995.187500 Penalty: 2805.962646
	Iteration 19Q: 3 clusters Score -617995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -617999.000000 Penalty: 2805.962646
	Iteration 20F: 3 clusters Score -617999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -618003.312500 Penalty: 2805.962646
	Iteration 21Q: 3 clusters Score -618003.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -618006.500000 Penalty: 2805.962646
	Iteration 22Q: 3 clusters Score -618006.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -618010.687500 Penalty: 2805.962646
	Iteration 23Q: 3 clusters Score -618010.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -618015.500000 Penalty: 2805.962646
	Iteration 24Q: 3 clusters Score -618015.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -618018.375000 Penalty: 2805.962646
	Iteration 25Q: 3 clusters Score -618018.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -618020.562500 Penalty: 2805.962646
	Iteration 26Q: 3 clusters Score -618020.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -618021.000000 Penalty: 2805.962646
	Iteration 27Q: 3 clusters Score -618021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -618022.500000 Penalty: 2805.962646
	Iteration 28Q: 3 clusters Score -618022.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -618022.562500 Penalty: 2805.962646
	Iteration 29Q: 3 clusters Score -618022.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -618022.812500 Penalty: 2805.962646
	Iteration 30Q: 3 clusters Score -618022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -618022.812500 Penalty: 2805.962646
	Iteration 31F: 3 clusters Score -618022.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 14259 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Entering Unmasked Estep 
Score: -40038892.000000 Penalty: 49913.800781
Splitting cluster 11 changes total score from -40006496.000000 to -40038892.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (14259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Entering Unmasked Estep 
Score: -1593295.250000 Penalty: 1554.335815
	Iteration 0F: 2 clusters Score -1593295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1583385.625000 Penalty: 3108.671631
	Iteration 0F: 3 clusters Score -1583386 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1587230.625000 Penalty: 3108.671631
	Iteration 1F: 3 clusters Score -1587231 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1588055.875000 Penalty: 3108.671631
	Iteration 2F: 3 clusters Score -1588056 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1588999.250000 Penalty: 3108.671631
	Iteration 3F: 3 clusters Score -1588999 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1589906.375000 Penalty: 3108.671631
	Iteration 4F: 3 clusters Score -1589906 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1590824.125000 Penalty: 3108.671631
	Iteration 5F: 3 clusters Score -1590824 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1591835.250000 Penalty: 3108.671631
	Iteration 6F: 3 clusters Score -1591835 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1593208.500000 Penalty: 3108.671631
	Iteration 7F: 3 clusters Score -1593208 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1594429.625000 Penalty: 3108.671631
	Iteration 8F: 3 clusters Score -1594430 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1594829.375000 Penalty: 3108.671631
	Iteration 9Q: 3 clusters Score -1594829 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1594973.125000 Penalty: 3108.671631
	Iteration 10Q: 3 clusters Score -1594973 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1595042.625000 Penalty: 3108.671631
	Iteration 11Q: 3 clusters Score -1595043 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1595079.500000 Penalty: 3108.671631
	Iteration 12Q: 3 clusters Score -1595080 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1595092.500000 Penalty: 3108.671631
	Iteration 13Q: 3 clusters Score -1595092 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1595106.750000 Penalty: 3108.671631
	Iteration 14Q: 3 clusters Score -1595107 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1595115.750000 Penalty: 3108.671631
	Iteration 15Q: 3 clusters Score -1595116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1595121.500000 Penalty: 3108.671631
	Iteration 16Q: 3 clusters Score -1595122 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1595128.625000 Penalty: 3108.671631
	Iteration 17Q: 3 clusters Score -1595129 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1595134.875000 Penalty: 3108.671631
	Iteration 18Q: 3 clusters Score -1595135 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1595139.625000 Penalty: 3108.671631
	Iteration 19Q: 3 clusters Score -1595140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1595139.625000 Penalty: 3108.671631
	Iteration 20F: 3 clusters Score -1595140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1595142.750000 Penalty: 3108.671631
	Iteration 21Q: 3 clusters Score -1595143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1595143.875000 Penalty: 3108.671631
	Iteration 22Q: 3 clusters Score -1595144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1595144.500000 Penalty: 3108.671631
	Iteration 23Q: 3 clusters Score -1595144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1595144.375000 Penalty: 3108.671631
	Iteration 24Q: 3 clusters Score -1595144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1595145.750000 Penalty: 3108.671631
	Iteration 25Q: 3 clusters Score -1595146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1595147.500000 Penalty: 3108.671631
	Iteration 26Q: 3 clusters Score -1595148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1595147.500000 Penalty: 3108.671631
	Iteration 27Q: 3 clusters Score -1595148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1595150.125000 Penalty: 3108.671631
	Iteration 28Q: 3 clusters Score -1595150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1595149.125000 Penalty: 3108.671631
	Iteration 29Q: 3 clusters Score -1595149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1595155.750000 Penalty: 3108.671631
	Iteration 30Q: 3 clusters Score -1595156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1595154.375000 Penalty: 3108.671631
	Iteration 31Q: 3 clusters Score -1595154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1595158.125000 Penalty: 3108.671631
	Iteration 32Q: 3 clusters Score -1595158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1595160.750000 Penalty: 3108.671631
	Iteration 33Q: 3 clusters Score -1595161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1595161.000000 Penalty: 3108.671631
	Iteration 34Q: 3 clusters Score -1595161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1595161.750000 Penalty: 3108.671631
	Iteration 35Q: 3 clusters Score -1595162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1595162.375000 Penalty: 3108.671631
	Iteration 36Q: 3 clusters Score -1595162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1595164.875000 Penalty: 3108.671631
	Iteration 37Q: 3 clusters Score -1595165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1595164.875000 Penalty: 3108.671631
	Iteration 38Q: 3 clusters Score -1595165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1595168.875000 Penalty: 3108.671631
	Iteration 39Q: 3 clusters Score -1595169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1595166.625000 Penalty: 3108.671631
	Iteration 40F: 3 clusters Score -1595167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1595167.125000 Penalty: 3108.671631
	Iteration 41Q: 3 clusters Score -1595167 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1595167.000000 Penalty: 3108.671631
	Iteration 42Q: 3 clusters Score -1595167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1595165.500000 Penalty: 3108.671631
	Iteration 43Q: 3 clusters Score -1595166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1595167.625000 Penalty: 3108.671631
	Iteration 44Q: 3 clusters Score -1595168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1595169.125000 Penalty: 3108.671631
	Iteration 45Q: 3 clusters Score -1595169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1595166.875000 Penalty: 3108.671631
	Iteration 46Q: 3 clusters Score -1595167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1595168.125000 Penalty: 3108.671631
	Iteration 47Q: 3 clusters Score -1595168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1595166.500000 Penalty: 3108.671631
	Iteration 48Q: 3 clusters Score -1595166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1595166.500000 Penalty: 3108.671631
	Iteration 49F: 3 clusters Score -1595166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 10504 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Entering Unmasked Estep 
Score: -40040276.000000 Penalty: 51993.542969
Splitting cluster 12 changes total score from -40006496.000000 to -40040276.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (10504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Entering Unmasked Estep 
Score: -1172705.750000 Penalty: 1504.670532
	Iteration 0F: 2 clusters Score -1172706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1165203.875000 Penalty: 3009.341064
	Iteration 0F: 3 clusters Score -1165204 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1167872.375000 Penalty: 3009.341064
	Iteration 1F: 3 clusters Score -1167872 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1168430.250000 Penalty: 3009.341064
	Iteration 2F: 3 clusters Score -1168430 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1169210.250000 Penalty: 3009.341064
	Iteration 3F: 3 clusters Score -1169210 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1170161.250000 Penalty: 3009.341064
	Iteration 4F: 3 clusters Score -1170161 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1170939.250000 Penalty: 3009.341064
	Iteration 5F: 3 clusters Score -1170939 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -1171523.875000 Penalty: 3009.341064
	Iteration 6F: 3 clusters Score -1171524 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1172014.250000 Penalty: 3009.341064
	Iteration 7F: 3 clusters Score -1172014 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1172441.375000 Penalty: 3009.341064
	Iteration 8Q: 3 clusters Score -1172441 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1172812.250000 Penalty: 3009.341064
	Iteration 9Q: 3 clusters Score -1172812 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1173048.750000 Penalty: 3009.341064
	Iteration 10Q: 3 clusters Score -1173049 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1173262.375000 Penalty: 3009.341064
	Iteration 11Q: 3 clusters Score -1173262 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -1173518.375000 Penalty: 3009.341064
	Iteration 12Q: 3 clusters Score -1173518 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1173865.750000 Penalty: 3009.341064
	Iteration 13Q: 3 clusters Score -1173866 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1174496.750000 Penalty: 3009.341064
	Iteration 14Q: 3 clusters Score -1174497 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1175021.250000 Penalty: 3009.341064
	Iteration 15Q: 3 clusters Score -1175021 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1175117.000000 Penalty: 3009.341064
	Iteration 16Q: 3 clusters Score -1175117 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1175149.125000 Penalty: 3009.341064
	Iteration 17Q: 3 clusters Score -1175149 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1175157.000000 Penalty: 3009.341064
	Iteration 18Q: 3 clusters Score -1175157 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1175163.000000 Penalty: 3009.341064
	Iteration 19Q: 3 clusters Score -1175163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1175164.500000 Penalty: 3009.341064
	Iteration 20F: 3 clusters Score -1175164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1175168.250000 Penalty: 3009.341064
	Iteration 21Q: 3 clusters Score -1175168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1175171.750000 Penalty: 3009.341064
	Iteration 22Q: 3 clusters Score -1175172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1175172.375000 Penalty: 3009.341064
	Iteration 23Q: 3 clusters Score -1175172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1175173.375000 Penalty: 3009.341064
	Iteration 24Q: 3 clusters Score -1175173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1175174.500000 Penalty: 3009.341064
	Iteration 25Q: 3 clusters Score -1175174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1175174.750000 Penalty: 3009.341064
	Iteration 26Q: 3 clusters Score -1175175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1175173.750000 Penalty: 3009.341064
	Iteration 27Q: 3 clusters Score -1175174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1175175.125000 Penalty: 3009.341064
	Iteration 28Q: 3 clusters Score -1175175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1175174.750000 Penalty: 3009.341064
	Iteration 29Q: 3 clusters Score -1175175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -1175175.875000 Penalty: 3009.341064
	Iteration 30Q: 3 clusters Score -1175176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1175174.750000 Penalty: 3009.341064
	Iteration 31Q: 3 clusters Score -1175175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1175176.875000 Penalty: 3009.341064
	Iteration 32Q: 3 clusters Score -1175177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1175176.625000 Penalty: 3009.341064
	Iteration 33Q: 3 clusters Score -1175177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1175176.625000 Penalty: 3009.341064
	Iteration 34F: 3 clusters Score -1175177 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 35179 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 7186 members 
Entering Unmasked Estep 
Score: -40042104.000000 Penalty: 54073.285156
Splitting cluster 13 changes total score from -40006496.000000 to -40042104.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 14 (23565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Entering Unmasked Estep 
Score: -2684174.500000 Penalty: 1635.971680
	Iteration 0F: 2 clusters Score -2684174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2668233.250000 Penalty: 3271.943359
	Iteration 0F: 3 clusters Score -2668233 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -2674325.250000 Penalty: 3271.943359
	Iteration 1F: 3 clusters Score -2674325 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2674908.000000 Penalty: 3271.943359
	Iteration 2F: 3 clusters Score -2674908 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2675654.500000 Penalty: 3271.943359
	Iteration 3F: 3 clusters Score -2675654 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2676551.500000 Penalty: 3271.943359
	Iteration 4F: 3 clusters Score -2676552 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2677579.000000 Penalty: 3271.943359
	Iteration 5F: 3 clusters Score -2677579 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -2678540.000000 Penalty: 3271.943359
	Iteration 6F: 3 clusters Score -2678540 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -2679264.500000 Penalty: 3271.943359
	Iteration 7F: 3 clusters Score -2679264 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -2679733.000000 Penalty: 3271.943359
	Iteration 8Q: 3 clusters Score -2679733 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2680050.250000 Penalty: 3271.943359
	Iteration 9Q: 3 clusters Score -2680050 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -2680287.500000 Penalty: 3271.943359
	Iteration 10Q: 3 clusters Score -2680288 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -2680499.000000 Penalty: 3271.943359
	Iteration 11Q: 3 clusters Score -2680499 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2680654.500000 Penalty: 3271.943359
	Iteration 12Q: 3 clusters Score -2680654 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2680789.500000 Penalty: 3271.943359
	Iteration 13Q: 3 clusters Score -2680790 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2680897.750000 Penalty: 3271.943359
	Iteration 14Q: 3 clusters Score -2680898 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2680995.500000 Penalty: 3271.943359
	Iteration 15Q: 3 clusters Score -2680996 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -2681069.000000 Penalty: 3271.943359
	Iteration 16Q: 3 clusters Score -2681069 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2681118.750000 Penalty: 3271.943359
	Iteration 17Q: 3 clusters Score -2681119 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2681167.500000 Penalty: 3271.943359
	Iteration 18Q: 3 clusters Score -2681168 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2681220.250000 Penalty: 3271.943359
	Iteration 19Q: 3 clusters Score -2681220 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2681263.500000 Penalty: 3271.943359
	Iteration 20F: 3 clusters Score -2681264 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2681323.500000 Penalty: 3271.943359
	Iteration 21Q: 3 clusters Score -2681324 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2681388.750000 Penalty: 3271.943359
	Iteration 22Q: 3 clusters Score -2681389 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2681426.000000 Penalty: 3271.943359
	Iteration 23Q: 3 clusters Score -2681426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2681474.500000 Penalty: 3271.943359
	Iteration 24Q: 3 clusters Score -2681474 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2681511.250000 Penalty: 3271.943359
	Iteration 25Q: 3 clusters Score -2681511 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -2681556.250000 Penalty: 3271.943359
	Iteration 26Q: 3 clusters Score -2681556 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2681600.000000 Penalty: 3271.943359
	Iteration 27Q: 3 clusters Score -2681600 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2681654.750000 Penalty: 3271.943359
	Iteration 28Q: 3 clusters Score -2681655 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2681697.000000 Penalty: 3271.943359
	Iteration 29Q: 3 clusters Score -2681697 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2681758.750000 Penalty: 3271.943359
	Iteration 30Q: 3 clusters Score -2681759 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2681847.000000 Penalty: 3271.943359
	Iteration 31Q: 3 clusters Score -2681847 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2681929.500000 Penalty: 3271.943359
	Iteration 32Q: 3 clusters Score -2681930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2681985.750000 Penalty: 3271.943359
	Iteration 33Q: 3 clusters Score -2681986 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2682053.500000 Penalty: 3271.943359
	Iteration 34Q: 3 clusters Score -2682054 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -2682113.000000 Penalty: 3271.943359
	Iteration 35Q: 3 clusters Score -2682113 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -2682184.750000 Penalty: 3271.943359
	Iteration 36Q: 3 clusters Score -2682185 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2682252.000000 Penalty: 3271.943359
	Iteration 37Q: 3 clusters Score -2682252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2682305.500000 Penalty: 3271.943359
	Iteration 38Q: 3 clusters Score -2682306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2682355.500000 Penalty: 3271.943359
	Iteration 39Q: 3 clusters Score -2682356 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2682417.750000 Penalty: 3271.943359
	Iteration 40F: 3 clusters Score -2682418 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2682484.750000 Penalty: 3271.943359
	Iteration 41Q: 3 clusters Score -2682485 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2682535.500000 Penalty: 3271.943359
	Iteration 42Q: 3 clusters Score -2682536 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2682592.000000 Penalty: 3271.943359
	Iteration 43Q: 3 clusters Score -2682592 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2682659.000000 Penalty: 3271.943359
	Iteration 44Q: 3 clusters Score -2682659 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2682734.000000 Penalty: 3271.943359
	Iteration 45Q: 3 clusters Score -2682734 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -2682788.750000 Penalty: 3271.943359
	Iteration 46Q: 3 clusters Score -2682789 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -2682843.000000 Penalty: 3271.943359
	Iteration 47Q: 3 clusters Score -2682843 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -2682889.250000 Penalty: 3271.943359
	Iteration 48Q: 3 clusters Score -2682889 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -2682922.250000 Penalty: 3271.943359
	Iteration 49Q: 3 clusters Score -2682922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2682949.500000 Penalty: 3271.943359
	Iteration 50Q: 3 clusters Score -2682950 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -2682970.000000 Penalty: 3271.943359
	Iteration 51Q: 3 clusters Score -2682970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -2682982.750000 Penalty: 3271.943359
	Iteration 52Q: 3 clusters Score -2682983 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2682986.000000 Penalty: 3271.943359
	Iteration 53Q: 3 clusters Score -2682986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2683004.750000 Penalty: 3271.943359
	Iteration 54Q: 3 clusters Score -2683005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2683012.000000 Penalty: 3271.943359
	Iteration 55Q: 3 clusters Score -2683012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -2683023.500000 Penalty: 3271.943359
	Iteration 56Q: 3 clusters Score -2683024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -2683022.750000 Penalty: 3271.943359
	Iteration 57Q: 3 clusters Score -2683023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -2683025.000000 Penalty: 3271.943359
	Iteration 58Q: 3 clusters Score -2683025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -2683031.250000 Penalty: 3271.943359
	Iteration 59Q: 3 clusters Score -2683031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -2683028.250000 Penalty: 3271.943359
	Iteration 60F: 3 clusters Score -2683028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2683028.000000 Penalty: 3271.943359
	Iteration 61Q: 3 clusters Score -2683028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -2683033.000000 Penalty: 3271.943359
	Iteration 62Q: 3 clusters Score -2683033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2683033.250000 Penalty: 3271.943359
	Iteration 63Q: 3 clusters Score -2683033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -2683034.250000 Penalty: 3271.943359
	Iteration 64Q: 3 clusters Score -2683034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -2683031.500000 Penalty: 3271.943359
	Iteration 65Q: 3 clusters Score -2683032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 22188 members 
Entering Unmasked Estep 
Score: -2683034.250000 Penalty: 3271.943359
	Iteration 66Q: 3 clusters Score -2683034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2683036.500000 Penalty: 3271.943359
	Iteration 67Q: 3 clusters Score -2683036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -2683038.000000 Penalty: 3271.943359
	Iteration 68Q: 3 clusters Score -2683038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -2683040.250000 Penalty: 3271.943359
	Iteration 69Q: 3 clusters Score -2683040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2683040.500000 Penalty: 3271.943359
	Iteration 70Q: 3 clusters Score -2683040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -2683042.500000 Penalty: 3271.943359
	Iteration 71Q: 3 clusters Score -2683042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2683043.500000 Penalty: 3271.943359
	Iteration 72Q: 3 clusters Score -2683044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2683043.500000 Penalty: 3271.943359
	Iteration 73F: 3 clusters Score -2683044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (35179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Entering Unmasked Estep 
Score: -4011419.500000 Penalty: 1701.083252
	Iteration 0F: 2 clusters Score -4011420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3987702.750000 Penalty: 3402.166504
	Iteration 0F: 3 clusters Score -3987703 nChanged 16445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -3997580.000000 Penalty: 3402.166504
	Iteration 1F: 3 clusters Score -3997580 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -3998971.750000 Penalty: 3402.166504
	Iteration 2F: 3 clusters Score -3998972 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -4000786.500000 Penalty: 3402.166504
	Iteration 3F: 3 clusters Score -4000786 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4002735.500000 Penalty: 3402.166504
	Iteration 4F: 3 clusters Score -4002736 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -4004171.750000 Penalty: 3402.166504
	Iteration 5F: 3 clusters Score -4004172 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -4005187.500000 Penalty: 3402.166504
	Iteration 6F: 3 clusters Score -4005188 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -4005937.250000 Penalty: 3402.166504
	Iteration 7Q: 3 clusters Score -4005937 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4006595.750000 Penalty: 3402.166504
	Iteration 8Q: 3 clusters Score -4006596 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -4007248.000000 Penalty: 3402.166504
	Iteration 9Q: 3 clusters Score -4007248 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4007814.500000 Penalty: 3402.166504
	Iteration 10Q: 3 clusters Score -4007814 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4008255.000000 Penalty: 3402.166504
	Iteration 11Q: 3 clusters Score -4008255 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -4008635.250000 Penalty: 3402.166504
	Iteration 12Q: 3 clusters Score -4008635 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4008991.000000 Penalty: 3402.166504
	Iteration 13Q: 3 clusters Score -4008991 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4009461.250000 Penalty: 3402.166504
	Iteration 14Q: 3 clusters Score -4009461 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -4009993.250000 Penalty: 3402.166504
	Iteration 15Q: 3 clusters Score -4009993 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4010705.250000 Penalty: 3402.166504
	Iteration 16Q: 3 clusters Score -4010705 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -4011488.750000 Penalty: 3402.166504
	Iteration 17Q: 3 clusters Score -4011489 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -4012013.250000 Penalty: 3402.166504
	Iteration 18Q: 3 clusters Score -4012013 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -4012418.000000 Penalty: 3402.166504
	Iteration 19Q: 3 clusters Score -4012418 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -4012796.250000 Penalty: 3402.166504
	Iteration 20F: 3 clusters Score -4012796 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -4013199.750000 Penalty: 3402.166504
	Iteration 21Q: 3 clusters Score -4013200 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4013728.250000 Penalty: 3402.166504
	Iteration 22Q: 3 clusters Score -4013728 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -4014425.000000 Penalty: 3402.166504
	Iteration 23Q: 3 clusters Score -4014425 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -4015285.500000 Penalty: 3402.166504
	Iteration 24Q: 3 clusters Score -4015286 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -4016405.500000 Penalty: 3402.166504
	Iteration 25Q: 3 clusters Score -4016406 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -4017719.750000 Penalty: 3402.166504
	Iteration 26Q: 3 clusters Score -4017720 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4019032.250000 Penalty: 3402.166504
	Iteration 27Q: 3 clusters Score -4019032 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -4019825.250000 Penalty: 3402.166504
	Iteration 28Q: 3 clusters Score -4019825 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4020194.500000 Penalty: 3402.166504
	Iteration 29Q: 3 clusters Score -4020194 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -4020316.000000 Penalty: 3402.166504
	Iteration 30Q: 3 clusters Score -4020316 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4020360.750000 Penalty: 3402.166504
	Iteration 31Q: 3 clusters Score -4020361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4020380.750000 Penalty: 3402.166504
	Iteration 32Q: 3 clusters Score -4020381 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -4020405.500000 Penalty: 3402.166504
	Iteration 33Q: 3 clusters Score -4020406 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -4020410.500000 Penalty: 3402.166504
	Iteration 34Q: 3 clusters Score -4020410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -4020423.750000 Penalty: 3402.166504
	Iteration 35Q: 3 clusters Score -4020424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -4020424.250000 Penalty: 3402.166504
	Iteration 36Q: 3 clusters Score -4020424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -4020426.000000 Penalty: 3402.166504
	Iteration 37Q: 3 clusters Score -4020426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4020426.000000 Penalty: 3402.166504
	Iteration 38Q: 3 clusters Score -4020426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4020424.500000 Penalty: 3402.166504
	Iteration 39Q: 3 clusters Score -4020424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -4020504.750000 Penalty: 3402.166504
	Iteration 40F: 3 clusters Score -4020505 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -4020505.500000 Penalty: 3402.166504
	Iteration 41Q: 3 clusters Score -4020506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -4020511.250000 Penalty: 3402.166504
	Iteration 42Q: 3 clusters Score -4020511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -4020509.000000 Penalty: 3402.166504
	Iteration 43Q: 3 clusters Score -4020509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -4020503.250000 Penalty: 3402.166504
	Iteration 44Q: 3 clusters Score -4020503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -4020501.000000 Penalty: 3402.166504
	Iteration 45Q: 3 clusters Score -4020501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -4020502.250000 Penalty: 3402.166504
	Iteration 46Q: 3 clusters Score -4020502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4020504.000000 Penalty: 3402.166504
	Iteration 47Q: 3 clusters Score -4020504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4020506.250000 Penalty: 3402.166504
	Iteration 48Q: 3 clusters Score -4020506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4020502.250000 Penalty: 3402.166504
	Iteration 49Q: 3 clusters Score -4020502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -4020502.250000 Penalty: 3402.166504
	Iteration 50F: 3 clusters Score -4020502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 21095 members 
Entering Unmasked Estep 
Score: -40050936.000000 Penalty: 56153.027344
Splitting cluster 15 changes total score from -40006496.000000 to -40050936.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (1934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Entering Unmasked Estep 
Score: -208193.234375 Penalty: 1229.693604
	Iteration 0F: 2 clusters Score -208193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -206167.062500 Penalty: 2459.387207
	Iteration 0F: 3 clusters Score -206167.1 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -206889.250000 Penalty: 2459.387207
	Iteration 1F: 3 clusters Score -206889.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -207183.078125 Penalty: 2459.387207
	Iteration 2F: 3 clusters Score -207183.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -207416.625000 Penalty: 2459.387207
	Iteration 3F: 3 clusters Score -207416.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -207572.468750 Penalty: 2459.387207
	Iteration 4F: 3 clusters Score -207572.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -207685.296875 Penalty: 2459.387207
	Iteration 5Q: 3 clusters Score -207685.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -207770.953125 Penalty: 2459.387207
	Iteration 6Q: 3 clusters Score -207771 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -207826.859375 Penalty: 2459.387207
	Iteration 7Q: 3 clusters Score -207826.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -207863.718750 Penalty: 2459.387207
	Iteration 8Q: 3 clusters Score -207863.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -207888.140625 Penalty: 2459.387207
	Iteration 9Q: 3 clusters Score -207888.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -207916.515625 Penalty: 2459.387207
	Iteration 10Q: 3 clusters Score -207916.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -207941.812500 Penalty: 2459.387207
	Iteration 11Q: 3 clusters Score -207941.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -207958.421875 Penalty: 2459.387207
	Iteration 12Q: 3 clusters Score -207958.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -207977.640625 Penalty: 2459.387207
	Iteration 13Q: 3 clusters Score -207977.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -207995.921875 Penalty: 2459.387207
	Iteration 14Q: 3 clusters Score -207995.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -208017.109375 Penalty: 2459.387207
	Iteration 15Q: 3 clusters Score -208017.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -208032.531250 Penalty: 2459.387207
	Iteration 16Q: 3 clusters Score -208032.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -208051.656250 Penalty: 2459.387207
	Iteration 17Q: 3 clusters Score -208051.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -208080.093750 Penalty: 2459.387207
	Iteration 18Q: 3 clusters Score -208080.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -208095.453125 Penalty: 2459.387207
	Iteration 19Q: 3 clusters Score -208095.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -208112.015625 Penalty: 2459.387207
	Iteration 20F: 3 clusters Score -208112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -208123.328125 Penalty: 2459.387207
	Iteration 21Q: 3 clusters Score -208123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -208136.109375 Penalty: 2459.387207
	Iteration 22Q: 3 clusters Score -208136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -208148.953125 Penalty: 2459.387207
	Iteration 23Q: 3 clusters Score -208149 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -208161.906250 Penalty: 2459.387207
	Iteration 24Q: 3 clusters Score -208161.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -208172.343750 Penalty: 2459.387207
	Iteration 25Q: 3 clusters Score -208172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -208182.218750 Penalty: 2459.387207
	Iteration 26Q: 3 clusters Score -208182.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -208192.390625 Penalty: 2459.387207
	Iteration 27Q: 3 clusters Score -208192.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -208202.500000 Penalty: 2459.387207
	Iteration 28Q: 3 clusters Score -208202.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -208212.046875 Penalty: 2459.387207
	Iteration 29Q: 3 clusters Score -208212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208218.578125 Penalty: 2459.387207
	Iteration 30Q: 3 clusters Score -208218.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -208228.859375 Penalty: 2459.387207
	Iteration 31Q: 3 clusters Score -208228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -208238.968750 Penalty: 2459.387207
	Iteration 32Q: 3 clusters Score -208239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -208248.937500 Penalty: 2459.387207
	Iteration 33Q: 3 clusters Score -208248.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -208264.156250 Penalty: 2459.387207
	Iteration 34Q: 3 clusters Score -208264.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -208286.468750 Penalty: 2459.387207
	Iteration 35Q: 3 clusters Score -208286.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -208327.343750 Penalty: 2459.387207
	Iteration 36Q: 3 clusters Score -208327.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -208377.625000 Penalty: 2459.387207
	Iteration 37Q: 3 clusters Score -208377.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -208406.625000 Penalty: 2459.387207
	Iteration 38Q: 3 clusters Score -208406.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -208423.328125 Penalty: 2459.387207
	Iteration 39Q: 3 clusters Score -208423.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -208431.515625 Penalty: 2459.387207
	Iteration 40F: 3 clusters Score -208431.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -208432.109375 Penalty: 2459.387207
	Iteration 41Q: 3 clusters Score -208432.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -208432.859375 Penalty: 2459.387207
	Iteration 42Q: 3 clusters Score -208432.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -208434.421875 Penalty: 2459.387207
	Iteration 43Q: 3 clusters Score -208434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -208434.625000 Penalty: 2459.387207
	Iteration 44Q: 3 clusters Score -208434.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -208436.531250 Penalty: 2459.387207
	Iteration 45Q: 3 clusters Score -208436.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -208437.937500 Penalty: 2459.387207
	Iteration 46Q: 3 clusters Score -208437.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -208438.546875 Penalty: 2459.387207
	Iteration 47Q: 3 clusters Score -208438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -208439.609375 Penalty: 2459.387207
	Iteration 48Q: 3 clusters Score -208439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -208439.609375 Penalty: 2459.387207
	Iteration 49F: 3 clusters Score -208439.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 7667 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 710 members 
Entering Unmasked Estep 
Score: -40050336.000000 Penalty: 58232.765625
Splitting cluster 16 changes total score from -40006496.000000 to -40050336.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 17 (7667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Entering Unmasked Estep 
Score: -847420.187500 Penalty: 1453.510498
	Iteration 0F: 2 clusters Score -847420.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -841759.062500 Penalty: 2907.020996
	Iteration 0F: 3 clusters Score -841759.1 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -844083.312500 Penalty: 2907.020996
	Iteration 1F: 3 clusters Score -844083.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -845286.437500 Penalty: 2907.020996
	Iteration 2F: 3 clusters Score -845286.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -846901.687500 Penalty: 2907.020996
	Iteration 3F: 3 clusters Score -846901.7 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -848768.625000 Penalty: 2907.020996
	Iteration 4F: 3 clusters Score -848768.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -850566.250000 Penalty: 2907.020996
	Iteration 5F: 3 clusters Score -850566.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -851888.625000 Penalty: 2907.020996
	Iteration 6F: 3 clusters Score -851888.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -852972.562500 Penalty: 2907.020996
	Iteration 7Q: 3 clusters Score -852972.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -853700.875000 Penalty: 2907.020996
	Iteration 8Q: 3 clusters Score -853700.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -853837.875000 Penalty: 2907.020996
	Iteration 9Q: 3 clusters Score -853837.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -853852.562500 Penalty: 2907.020996
	Iteration 10Q: 3 clusters Score -853852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -853852.937500 Penalty: 2907.020996
	Iteration 11Q: 3 clusters Score -853852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -853853.750000 Penalty: 2907.020996
	Iteration 12Q: 3 clusters Score -853853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -853853.750000 Penalty: 2907.020996
	Iteration 13F: 3 clusters Score -853853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 15980 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 710 members 
Mstep: Class 29 contains 1470 members 
Entering Unmasked Estep 
Score: -40056180.000000 Penalty: 60312.507812
Splitting cluster 17 changes total score from -40006496.000000 to -40056180.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 18 (15980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Entering Unmasked Estep 
Score: -1776663.500000 Penalty: 1572.852661
	Iteration 0F: 2 clusters Score -1776664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1765600.125000 Penalty: 3145.705322
	Iteration 0F: 3 clusters Score -1765600 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1769713.500000 Penalty: 3145.705322
	Iteration 1F: 3 clusters Score -1769714 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1770508.125000 Penalty: 3145.705322
	Iteration 2F: 3 clusters Score -1770508 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1771805.375000 Penalty: 3145.705322
	Iteration 3F: 3 clusters Score -1771805 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1773736.000000 Penalty: 3145.705322
	Iteration 4F: 3 clusters Score -1773736 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1776082.500000 Penalty: 3145.705322
	Iteration 5F: 3 clusters Score -1776082 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1778163.250000 Penalty: 3145.705322
	Iteration 6F: 3 clusters Score -1778163 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1779493.875000 Penalty: 3145.705322
	Iteration 7F: 3 clusters Score -1779494 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1780165.125000 Penalty: 3145.705322
	Iteration 8Q: 3 clusters Score -1780165 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1780513.250000 Penalty: 3145.705322
	Iteration 9Q: 3 clusters Score -1780513 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1780721.875000 Penalty: 3145.705322
	Iteration 10Q: 3 clusters Score -1780722 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1780887.625000 Penalty: 3145.705322
	Iteration 11Q: 3 clusters Score -1780888 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1781048.125000 Penalty: 3145.705322
	Iteration 12Q: 3 clusters Score -1781048 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1781175.625000 Penalty: 3145.705322
	Iteration 13Q: 3 clusters Score -1781176 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1781311.125000 Penalty: 3145.705322
	Iteration 14Q: 3 clusters Score -1781311 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -1781389.000000 Penalty: 3145.705322
	Iteration 15Q: 3 clusters Score -1781389 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1781466.875000 Penalty: 3145.705322
	Iteration 16Q: 3 clusters Score -1781467 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1781547.125000 Penalty: 3145.705322
	Iteration 17Q: 3 clusters Score -1781547 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1781600.375000 Penalty: 3145.705322
	Iteration 18Q: 3 clusters Score -1781600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -1781649.250000 Penalty: 3145.705322
	Iteration 19Q: 3 clusters Score -1781649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1781683.875000 Penalty: 3145.705322
	Iteration 20F: 3 clusters Score -1781684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1781712.000000 Penalty: 3145.705322
	Iteration 21Q: 3 clusters Score -1781712 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1781749.500000 Penalty: 3145.705322
	Iteration 22Q: 3 clusters Score -1781750 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1781782.500000 Penalty: 3145.705322
	Iteration 23Q: 3 clusters Score -1781782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1781809.000000 Penalty: 3145.705322
	Iteration 24Q: 3 clusters Score -1781809 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1781841.125000 Penalty: 3145.705322
	Iteration 25Q: 3 clusters Score -1781841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1781873.375000 Penalty: 3145.705322
	Iteration 26Q: 3 clusters Score -1781873 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1781908.250000 Penalty: 3145.705322
	Iteration 27Q: 3 clusters Score -1781908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1781956.375000 Penalty: 3145.705322
	Iteration 28Q: 3 clusters Score -1781956 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1782007.250000 Penalty: 3145.705322
	Iteration 29Q: 3 clusters Score -1782007 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1782052.250000 Penalty: 3145.705322
	Iteration 30Q: 3 clusters Score -1782052 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1782081.750000 Penalty: 3145.705322
	Iteration 31Q: 3 clusters Score -1782082 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1782092.750000 Penalty: 3145.705322
	Iteration 32Q: 3 clusters Score -1782093 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1782092.375000 Penalty: 3145.705322
	Iteration 33Q: 3 clusters Score -1782092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1782096.625000 Penalty: 3145.705322
	Iteration 34Q: 3 clusters Score -1782097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1782098.375000 Penalty: 3145.705322
	Iteration 35Q: 3 clusters Score -1782098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1782102.125000 Penalty: 3145.705322
	Iteration 36F: 3 clusters Score -1782102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1782105.625000 Penalty: 3145.705322
	Iteration 37Q: 3 clusters Score -1782106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1782106.000000 Penalty: 3145.705322
	Iteration 38Q: 3 clusters Score -1782106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1782107.625000 Penalty: 3145.705322
	Iteration 39Q: 3 clusters Score -1782108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1782112.625000 Penalty: 3145.705322
	Iteration 40F: 3 clusters Score -1782113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1782109.375000 Penalty: 3145.705322
	Iteration 41Q: 3 clusters Score -1782109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1782112.000000 Penalty: 3145.705322
	Iteration 42Q: 3 clusters Score -1782112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1782114.500000 Penalty: 3145.705322
	Iteration 43Q: 3 clusters Score -1782114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1782114.250000 Penalty: 3145.705322
	Iteration 44Q: 3 clusters Score -1782114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1782114.500000 Penalty: 3145.705322
	Iteration 45Q: 3 clusters Score -1782114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1782113.625000 Penalty: 3145.705322
	Iteration 46Q: 3 clusters Score -1782114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1782115.375000 Penalty: 3145.705322
	Iteration 47Q: 3 clusters Score -1782115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1782117.125000 Penalty: 3145.705322
	Iteration 48Q: 3 clusters Score -1782117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1782116.000000 Penalty: 3145.705322
	Iteration 49Q: 3 clusters Score -1782116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1782116.000000 Penalty: 3145.705322
	Iteration 50F: 3 clusters Score -1782116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 9384 members 
Mstep: Class 19 contains 16646 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 710 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 6596 members 
Entering Unmasked Estep 
Score: -40061148.000000 Penalty: 62392.250000
Splitting cluster 18 changes total score from -40006496.000000 to -40061148.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 19 (16646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Entering Unmasked Estep 
Score: -1883842.125000 Penalty: 1579.487793
	Iteration 0F: 2 clusters Score -1883842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1872522.875000 Penalty: 3158.975586
	Iteration 0F: 3 clusters Score -1872523 nChanged 7392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1878286.375000 Penalty: 3158.975586
	Iteration 1F: 3 clusters Score -1878286 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1881084.750000 Penalty: 3158.975586
	Iteration 2F: 3 clusters Score -1881085 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1883094.250000 Penalty: 3158.975586
	Iteration 3F: 3 clusters Score -1883094 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1883957.000000 Penalty: 3158.975586
	Iteration 4F: 3 clusters Score -1883957 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1884547.375000 Penalty: 3158.975586
	Iteration 5F: 3 clusters Score -1884547 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1885242.750000 Penalty: 3158.975586
	Iteration 6F: 3 clusters Score -1885243 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1886087.250000 Penalty: 3158.975586
	Iteration 7Q: 3 clusters Score -1886087 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1886787.500000 Penalty: 3158.975586
	Iteration 8Q: 3 clusters Score -1886788 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1887199.500000 Penalty: 3158.975586
	Iteration 9Q: 3 clusters Score -1887200 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1887462.125000 Penalty: 3158.975586
	Iteration 10Q: 3 clusters Score -1887462 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1887625.375000 Penalty: 3158.975586
	Iteration 11Q: 3 clusters Score -1887625 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1887764.625000 Penalty: 3158.975586
	Iteration 12Q: 3 clusters Score -1887765 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1887915.625000 Penalty: 3158.975586
	Iteration 13Q: 3 clusters Score -1887916 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1888118.375000 Penalty: 3158.975586
	Iteration 14Q: 3 clusters Score -1888118 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1888451.125000 Penalty: 3158.975586
	Iteration 15Q: 3 clusters Score -1888451 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1888907.750000 Penalty: 3158.975586
	Iteration 16Q: 3 clusters Score -1888908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1889133.375000 Penalty: 3158.975586
	Iteration 17Q: 3 clusters Score -1889133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1889162.500000 Penalty: 3158.975586
	Iteration 18Q: 3 clusters Score -1889162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1889170.250000 Penalty: 3158.975586
	Iteration 19Q: 3 clusters Score -1889170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1889176.875000 Penalty: 3158.975586
	Iteration 20F: 3 clusters Score -1889177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1889177.500000 Penalty: 3158.975586
	Iteration 21Q: 3 clusters Score -1889178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1889180.125000 Penalty: 3158.975586
	Iteration 22Q: 3 clusters Score -1889180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1889175.000000 Penalty: 3158.975586
	Iteration 23Q: 3 clusters Score -1889175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1889176.500000 Penalty: 3158.975586
	Iteration 24Q: 3 clusters Score -1889176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1889176.500000 Penalty: 3158.975586
	Iteration 25F: 3 clusters Score -1889176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 7 contains 1131 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 9384 members 
Mstep: Class 19 contains 14698 members 
Mstep: Class 20 contains 3143 members 
Mstep: Class 21 contains 10427 members 
Mstep: Class 22 contains 1580 members 
Mstep: Class 23 contains 52220 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 5325 members 
Mstep: Class 26 contains 7186 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 710 members 
Mstep: Class 29 contains 1470 members 
Mstep: Class 30 contains 6596 members 
Mstep: Class 31 contains 1948 members 
Entering Unmasked Estep 
Score: -40065896.000000 Penalty: 64471.992188
Splitting cluster 19 changes total score from -40006496.000000 to -40065896.000000
So it's getting split into cluster 31.
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1053 members 
Mstep: Class 3 contains 98922 members 
Mstep: Class 4 contains 13583 members 
Mstep: Class 5 contains 8725 members 
Mstep: Class 6 contains 1857 members 
Mstep: Class 8 contains 22516 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 2335 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8934 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 23565 members 
Mstep: Class 15 contains 14084 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 9384 members 
Mstep: Class 19 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40076036.000000 Penalty: 64471.992188
Iteration 39Q: 32 clusters Score -4.007604e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 98660 members 
Mstep: Class 4 contains 13714 members 
Mstep: Class 5 contains 9097 members 
Mstep: Class 6 contains 1869 members 
Mstep: Class 7 contains 1250 members 
Mstep: Class 8 contains 24433 members 
Mstep: Class 9 contains 12021 members 
Mstep: Class 10 contains 2334 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 8743 members 
Mstep: Class 13 contains 3350 members 
Mstep: Class 14 contains 23440 members 
Mstep: Class 15 contains 14669 members 
Mstep: Class 16 contains 1260 members 
Mstep: Class 17 contains 6531 members 
Mstep: Class 18 contains 9921 members 
Mstep: Class 19 contains 14165 members 
Mstep: Class 20 contains 2846 members 
Mstep: Class 21 contains 10124 members 
Mstep: Class 22 contains 1538 members 
Mstep: Class 23 contains 51161 members 
Mstep: Class 24 contains 3310 members 
Mstep: Class 25 contains 4925 members 
Mstep: Class 26 contains 6693 members 
Mstep: Class 27 contains 21034 members 
Mstep: Class 28 contains 689 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 6340 members 
Mstep: Class 31 contains 1894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40086280.000000 Penalty: 64471.992188
Iteration 40F: 32 clusters Score -4.008628e+07 nChanged 8303
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 97655 members 
Mstep: Class 4 contains 13573 members 
Mstep: Class 5 contains 8753 members 
Mstep: Class 6 contains 1815 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 25544 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 2283 members 
Mstep: Class 11 contains 2225 members 
Mstep: Class 12 contains 8495 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 23152 members 
Mstep: Class 15 contains 14880 members 
Mstep: Class 16 contains 1241 members 
Mstep: Class 17 contains 6594 members 
Mstep: Class 18 contains 9932 members 
Mstep: Class 19 contains 13584 members 
Mstep: Class 20 contains 3012 members 
Mstep: Class 21 contains 10568 members 
Mstep: Class 22 contains 1528 members 
Mstep: Class 23 contains 51087 members 
Mstep: Class 24 contains 3354 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 6737 members 
Mstep: Class 27 contains 21113 members 
Mstep: Class 28 contains 730 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 6325 members 
Mstep: Class 31 contains 2084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40089868.000000 Penalty: 64471.992188
Iteration 41Q: 32 clusters Score -4.008987e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1191 members 
Mstep: Class 3 contains 96679 members 
Mstep: Class 4 contains 13557 members 
Mstep: Class 5 contains 8650 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 1501 members 
Mstep: Class 8 contains 26593 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 2257 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 8349 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 23006 members 
Mstep: Class 15 contains 15050 members 
Mstep: Class 16 contains 1248 members 
Mstep: Class 17 contains 6622 members 
Mstep: Class 18 contains 9969 members 
Mstep: Class 19 contains 13203 members 
Mstep: Class 20 contains 3087 members 
Mstep: Class 21 contains 10852 members 
Mstep: Class 22 contains 1532 members 
Mstep: Class 23 contains 51026 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 5276 members 
Mstep: Class 26 contains 6726 members 
Mstep: Class 27 contains 21168 members 
Mstep: Class 28 contains 748 members 
Mstep: Class 29 contains 1469 members 
Mstep: Class 30 contains 6256 members 
Mstep: Class 31 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40091224.000000 Penalty: 64471.992188
Iteration 42Q: 32 clusters Score -4.009122e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 95821 members 
Mstep: Class 4 contains 13553 members 
Mstep: Class 5 contains 8583 members 
Mstep: Class 6 contains 1732 members 
Mstep: Class 7 contains 1558 members 
Mstep: Class 8 contains 27495 members 
Mstep: Class 9 contains 11829 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 8258 members 
Mstep: Class 13 contains 3449 members 
Mstep: Class 14 contains 22873 members 
Mstep: Class 15 contains 15195 members 
Mstep: Class 16 contains 1257 members 
Mstep: Class 17 contains 6638 members 
Mstep: Class 18 contains 10036 members 
Mstep: Class 19 contains 12927 members 
Mstep: Class 20 contains 3141 members 
Mstep: Class 21 contains 11094 members 
Mstep: Class 22 contains 1545 members 
Mstep: Class 23 contains 51001 members 
Mstep: Class 24 contains 3367 members 
Mstep: Class 25 contains 5330 members 
Mstep: Class 26 contains 6691 members 
Mstep: Class 27 contains 21204 members 
Mstep: Class 28 contains 770 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6204 members 
Mstep: Class 31 contains 2195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40092260.000000 Penalty: 64471.992188
Iteration 43Q: 32 clusters Score -4.009226e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 95121 members 
Mstep: Class 4 contains 13537 members 
Mstep: Class 5 contains 8533 members 
Mstep: Class 6 contains 1702 members 
Mstep: Class 7 contains 1599 members 
Mstep: Class 8 contains 28268 members 
Mstep: Class 9 contains 11728 members 
Mstep: Class 10 contains 2215 members 
Mstep: Class 11 contains 2231 members 
Mstep: Class 12 contains 8197 members 
Mstep: Class 13 contains 3457 members 
Mstep: Class 14 contains 22762 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 1269 members 
Mstep: Class 17 contains 6639 members 
Mstep: Class 18 contains 10099 members 
Mstep: Class 19 contains 12695 members 
Mstep: Class 20 contains 3189 members 
Mstep: Class 21 contains 11293 members 
Mstep: Class 22 contains 1563 members 
Mstep: Class 23 contains 50969 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 5367 members 
Mstep: Class 26 contains 6659 members 
Mstep: Class 27 contains 21235 members 
Mstep: Class 28 contains 787 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6160 members 
Mstep: Class 31 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40092868.000000 Penalty: 64471.992188
Iteration 44Q: 32 clusters Score -4.009287e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 94485 members 
Mstep: Class 4 contains 13534 members 
Mstep: Class 5 contains 8511 members 
Mstep: Class 6 contains 1665 members 
Mstep: Class 7 contains 1616 members 
Mstep: Class 8 contains 28928 members 
Mstep: Class 9 contains 11639 members 
Mstep: Class 10 contains 2191 members 
Mstep: Class 11 contains 2234 members 
Mstep: Class 12 contains 8148 members 
Mstep: Class 13 contains 3468 members 
Mstep: Class 14 contains 22696 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 1282 members 
Mstep: Class 17 contains 6637 members 
Mstep: Class 18 contains 10145 members 
Mstep: Class 19 contains 12521 members 
Mstep: Class 20 contains 3210 members 
Mstep: Class 21 contains 11455 members 
Mstep: Class 22 contains 1584 members 
Mstep: Class 23 contains 50967 members 
Mstep: Class 24 contains 3366 members 
Mstep: Class 25 contains 5406 members 
Mstep: Class 26 contains 6633 members 
Mstep: Class 27 contains 21251 members 
Mstep: Class 28 contains 802 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6125 members 
Mstep: Class 31 contains 2238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40093236.000000 Penalty: 64471.992188
Iteration 45Q: 32 clusters Score -4.009324e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1217 members 
Mstep: Class 3 contains 93921 members 
Mstep: Class 4 contains 13535 members 
Mstep: Class 5 contains 8489 members 
Mstep: Class 6 contains 1641 members 
Mstep: Class 7 contains 1624 members 
Mstep: Class 8 contains 29539 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 8102 members 
Mstep: Class 13 contains 3481 members 
Mstep: Class 14 contains 22648 members 
Mstep: Class 15 contains 15548 members 
Mstep: Class 16 contains 1295 members 
Mstep: Class 17 contains 6640 members 
Mstep: Class 18 contains 10201 members 
Mstep: Class 19 contains 12378 members 
Mstep: Class 20 contains 3225 members 
Mstep: Class 21 contains 11590 members 
Mstep: Class 22 contains 1602 members 
Mstep: Class 23 contains 50961 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 5424 members 
Mstep: Class 26 contains 6597 members 
Mstep: Class 27 contains 21258 members 
Mstep: Class 28 contains 819 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6099 members 
Mstep: Class 31 contains 2240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40093480.000000 Penalty: 64471.992188
Iteration 46Q: 32 clusters Score -4.009348e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 93458 members 
Mstep: Class 4 contains 13541 members 
Mstep: Class 5 contains 8458 members 
Mstep: Class 6 contains 1605 members 
Mstep: Class 7 contains 1634 members 
Mstep: Class 8 contains 30050 members 
Mstep: Class 9 contains 11484 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 8076 members 
Mstep: Class 13 contains 3489 members 
Mstep: Class 14 contains 22594 members 
Mstep: Class 15 contains 15626 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 10249 members 
Mstep: Class 19 contains 12262 members 
Mstep: Class 20 contains 3241 members 
Mstep: Class 21 contains 11710 members 
Mstep: Class 22 contains 1635 members 
Mstep: Class 23 contains 50946 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 5428 members 
Mstep: Class 26 contains 6578 members 
Mstep: Class 27 contains 21266 members 
Mstep: Class 28 contains 835 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6079 members 
Mstep: Class 31 contains 2236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40093884.000000 Penalty: 64471.992188
Iteration 47Q: 32 clusters Score -4.009388e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 93031 members 
Mstep: Class 4 contains 13540 members 
Mstep: Class 5 contains 8430 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 1639 members 
Mstep: Class 8 contains 30495 members 
Mstep: Class 9 contains 11430 members 
Mstep: Class 10 contains 2150 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 8060 members 
Mstep: Class 13 contains 3498 members 
Mstep: Class 14 contains 22530 members 
Mstep: Class 15 contains 15699 members 
Mstep: Class 16 contains 1296 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 10292 members 
Mstep: Class 19 contains 12167 members 
Mstep: Class 20 contains 3262 members 
Mstep: Class 21 contains 11825 members 
Mstep: Class 22 contains 1692 members 
Mstep: Class 23 contains 50944 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 5437 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 21272 members 
Mstep: Class 28 contains 859 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6066 members 
Mstep: Class 31 contains 2217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40094452.000000 Penalty: 64471.992188
Iteration 48Q: 32 clusters Score -4.009445e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 92692 members 
Mstep: Class 4 contains 13534 members 
Mstep: Class 5 contains 8400 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 30841 members 
Mstep: Class 9 contains 11386 members 
Mstep: Class 10 contains 2138 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 8041 members 
Mstep: Class 13 contains 3504 members 
Mstep: Class 14 contains 22474 members 
Mstep: Class 15 contains 15774 members 
Mstep: Class 16 contains 1284 members 
Mstep: Class 17 contains 6635 members 
Mstep: Class 18 contains 10320 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 11924 members 
Mstep: Class 22 contains 1736 members 
Mstep: Class 23 contains 50940 members 
Mstep: Class 24 contains 3358 members 
Mstep: Class 25 contains 5451 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 21277 members 
Mstep: Class 28 contains 888 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 6049 members 
Mstep: Class 31 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40095512.000000 Penalty: 64471.992188
Iteration 49Q: 32 clusters Score -4.009551e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 92406 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 31152 members 
Mstep: Class 9 contains 11337 members 
Mstep: Class 10 contains 2129 members 
Mstep: Class 11 contains 2244 members 
Mstep: Class 12 contains 8027 members 
Mstep: Class 13 contains 3512 members 
Mstep: Class 14 contains 22427 members 
Mstep: Class 15 contains 15833 members 
Mstep: Class 16 contains 1275 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 10324 members 
Mstep: Class 19 contains 12028 members 
Mstep: Class 20 contains 3305 members 
Mstep: Class 21 contains 11997 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 50926 members 
Mstep: Class 24 contains 3356 members 
Mstep: Class 25 contains 5464 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 21280 members 
Mstep: Class 28 contains 921 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 6038 members 
Mstep: Class 31 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40095812.000000 Penalty: 64471.992188
Iteration 50Q: 32 clusters Score -4.009581e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 92187 members 
Mstep: Class 4 contains 13524 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 1655 members 
Mstep: Class 8 contains 31393 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 8011 members 
Mstep: Class 13 contains 3522 members 
Mstep: Class 14 contains 22400 members 
Mstep: Class 15 contains 15878 members 
Mstep: Class 16 contains 1268 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 11974 members 
Mstep: Class 20 contains 3319 members 
Mstep: Class 21 contains 12058 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 50916 members 
Mstep: Class 24 contains 3354 members 
Mstep: Class 25 contains 5467 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 21283 members 
Mstep: Class 28 contains 951 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 6030 members 
Mstep: Class 31 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40095980.000000 Penalty: 64471.992188
Iteration 51Q: 32 clusters Score -4.009598e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 91993 members 
Mstep: Class 4 contains 13522 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 1655 members 
Mstep: Class 8 contains 31587 members 
Mstep: Class 9 contains 11267 members 
Mstep: Class 10 contains 2121 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 8004 members 
Mstep: Class 13 contains 3527 members 
Mstep: Class 14 contains 22372 members 
Mstep: Class 15 contains 15903 members 
Mstep: Class 16 contains 1264 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 3328 members 
Mstep: Class 21 contains 12112 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 50904 members 
Mstep: Class 24 contains 3357 members 
Mstep: Class 25 contains 5483 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 21287 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 6021 members 
Mstep: Class 31 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096068.000000 Penalty: 64471.992188
Iteration 52Q: 32 clusters Score -4.009607e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 91822 members 
Mstep: Class 4 contains 13517 members 
Mstep: Class 5 contains 8336 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 1655 members 
Mstep: Class 8 contains 31753 members 
Mstep: Class 9 contains 11249 members 
Mstep: Class 10 contains 2110 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7999 members 
Mstep: Class 13 contains 3529 members 
Mstep: Class 14 contains 22359 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 1255 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10404 members 
Mstep: Class 19 contains 11893 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 12162 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 50896 members 
Mstep: Class 24 contains 3360 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 21287 members 
Mstep: Class 28 contains 1005 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 6008 members 
Mstep: Class 31 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096248.000000 Penalty: 64471.992188
Iteration 53Q: 32 clusters Score -4.009625e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 91682 members 
Mstep: Class 4 contains 13519 members 
Mstep: Class 5 contains 8316 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 1657 members 
Mstep: Class 8 contains 31883 members 
Mstep: Class 9 contains 11226 members 
Mstep: Class 10 contains 2104 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7990 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 15951 members 
Mstep: Class 16 contains 1263 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 10425 members 
Mstep: Class 19 contains 11859 members 
Mstep: Class 20 contains 3335 members 
Mstep: Class 21 contains 12209 members 
Mstep: Class 22 contains 1738 members 
Mstep: Class 23 contains 50888 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 5503 members 
Mstep: Class 26 contains 6569 members 
Mstep: Class 27 contains 21289 members 
Mstep: Class 28 contains 1021 members 
Mstep: Class 29 contains 1467 members 
Mstep: Class 30 contains 6001 members 
Mstep: Class 31 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096248.000000 Penalty: 64471.992188
Iteration 54Q: 32 clusters Score -4.009625e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 91591 members 
Mstep: Class 4 contains 13526 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 1659 members 
Mstep: Class 8 contains 31986 members 
Mstep: Class 9 contains 11207 members 
Mstep: Class 10 contains 2097 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7987 members 
Mstep: Class 13 contains 3531 members 
Mstep: Class 14 contains 22338 members 
Mstep: Class 15 contains 15971 members 
Mstep: Class 16 contains 1265 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 11819 members 
Mstep: Class 20 contains 3334 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50886 members 
Mstep: Class 24 contains 3365 members 
Mstep: Class 25 contains 5510 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 21288 members 
Mstep: Class 28 contains 1033 members 
Mstep: Class 29 contains 1468 members 
Mstep: Class 30 contains 5994 members 
Mstep: Class 31 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096336.000000 Penalty: 64471.992188
Iteration 55Q: 32 clusters Score -4.009634e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 91502 members 
Mstep: Class 4 contains 13528 members 
Mstep: Class 5 contains 8280 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 1658 members 
Mstep: Class 8 contains 32078 members 
Mstep: Class 9 contains 11189 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7976 members 
Mstep: Class 13 contains 3534 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 15981 members 
Mstep: Class 16 contains 1285 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10465 members 
Mstep: Class 19 contains 11799 members 
Mstep: Class 20 contains 3333 members 
Mstep: Class 21 contains 12273 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50878 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 5517 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 21288 members 
Mstep: Class 28 contains 1035 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 5989 members 
Mstep: Class 31 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096448.000000 Penalty: 64471.992188
Iteration 56Q: 32 clusters Score -4.009645e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 91433 members 
Mstep: Class 4 contains 13525 members 
Mstep: Class 5 contains 8259 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 1663 members 
Mstep: Class 8 contains 32151 members 
Mstep: Class 9 contains 11172 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7970 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 22320 members 
Mstep: Class 15 contains 15989 members 
Mstep: Class 16 contains 1297 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 11785 members 
Mstep: Class 20 contains 3331 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50874 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 5524 members 
Mstep: Class 26 contains 6584 members 
Mstep: Class 27 contains 21287 members 
Mstep: Class 28 contains 1043 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 5986 members 
Mstep: Class 31 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096560.000000 Penalty: 64471.992188
Iteration 57Q: 32 clusters Score -4.009656e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 91372 members 
Mstep: Class 4 contains 13520 members 
Mstep: Class 5 contains 8241 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 32228 members 
Mstep: Class 9 contains 11154 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7961 members 
Mstep: Class 13 contains 3534 members 
Mstep: Class 14 contains 22309 members 
Mstep: Class 15 contains 15993 members 
Mstep: Class 16 contains 1325 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 11778 members 
Mstep: Class 20 contains 3332 members 
Mstep: Class 21 contains 12315 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50872 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 5531 members 
Mstep: Class 26 contains 6582 members 
Mstep: Class 27 contains 21287 members 
Mstep: Class 28 contains 1049 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 5982 members 
Mstep: Class 31 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096748.000000 Penalty: 64471.992188
Iteration 58Q: 32 clusters Score -4.009675e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 91328 members 
Mstep: Class 4 contains 13516 members 
Mstep: Class 5 contains 8226 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 32287 members 
Mstep: Class 9 contains 11141 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7955 members 
Mstep: Class 13 contains 3535 members 
Mstep: Class 14 contains 22292 members 
Mstep: Class 15 contains 15998 members 
Mstep: Class 16 contains 1348 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 10500 members 
Mstep: Class 19 contains 11772 members 
Mstep: Class 20 contains 3329 members 
Mstep: Class 21 contains 12324 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50867 members 
Mstep: Class 24 contains 3364 members 
Mstep: Class 25 contains 5541 members 
Mstep: Class 26 contains 6587 members 
Mstep: Class 27 contains 21288 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 5974 members 
Mstep: Class 31 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096848.000000 Penalty: 64471.992188
Iteration 59Q: 32 clusters Score -4.009685e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1217 members 
Mstep: Class 3 contains 91272 members 
Mstep: Class 4 contains 13511 members 
Mstep: Class 5 contains 8215 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 32346 members 
Mstep: Class 9 contains 11127 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 7953 members 
Mstep: Class 13 contains 3536 members 
Mstep: Class 14 contains 22276 members 
Mstep: Class 15 contains 16003 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 3325 members 
Mstep: Class 21 contains 12335 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50867 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 5554 members 
Mstep: Class 26 contains 6591 members 
Mstep: Class 27 contains 21290 members 
Mstep: Class 28 contains 1054 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 5965 members 
Mstep: Class 31 contains 2045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40097060.000000 Penalty: 64471.992188
Iteration 60F: 32 clusters Score -4.009706e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 91214 members 
Mstep: Class 4 contains 13509 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 6 contains 1519 members 
Mstep: Class 7 contains 1666 members 
Mstep: Class 8 contains 32387 members 
Mstep: Class 9 contains 11116 members 
Mstep: Class 10 contains 2092 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 7945 members 
Mstep: Class 13 contains 3537 members 
Mstep: Class 14 contains 22266 members 
Mstep: Class 15 contains 16006 members 
Mstep: Class 16 contains 1373 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 10512 members 
Mstep: Class 19 contains 11760 members 
Mstep: Class 20 contains 3313 members 
Mstep: Class 21 contains 12338 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50868 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5575 members 
Mstep: Class 26 contains 6601 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 1093 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 5953 members 
Mstep: Class 31 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40097600.000000 Penalty: 64471.992188
Iteration 61Q: 32 clusters Score -4.00976e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 91166 members 
Mstep: Class 4 contains 13495 members 
Mstep: Class 5 contains 8187 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 32418 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 2095 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 7921 members 
Mstep: Class 13 contains 3538 members 
Mstep: Class 14 contains 22265 members 
Mstep: Class 15 contains 16008 members 
Mstep: Class 16 contains 1463 members 
Mstep: Class 17 contains 6630 members 
Mstep: Class 18 contains 10504 members 
Mstep: Class 19 contains 11756 members 
Mstep: Class 20 contains 3300 members 
Mstep: Class 21 contains 12335 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50867 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 5596 members 
Mstep: Class 26 contains 6606 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 1099 members 
Mstep: Class 29 contains 1486 members 
Mstep: Class 30 contains 5937 members 
Mstep: Class 31 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40097940.000000 Penalty: 64471.992188
Iteration 62Q: 32 clusters Score -4.009794e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 91107 members 
Mstep: Class 4 contains 13476 members 
Mstep: Class 5 contains 8174 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 1671 members 
Mstep: Class 8 contains 32449 members 
Mstep: Class 9 contains 11101 members 
Mstep: Class 10 contains 2090 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 7890 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 22265 members 
Mstep: Class 15 contains 16013 members 
Mstep: Class 16 contains 1542 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10493 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 3293 members 
Mstep: Class 21 contains 12345 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50873 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5610 members 
Mstep: Class 26 contains 6631 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 1095 members 
Mstep: Class 29 contains 1488 members 
Mstep: Class 30 contains 5921 members 
Mstep: Class 31 contains 2046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098020.000000 Penalty: 64471.992188
Iteration 63Q: 32 clusters Score -4.009802e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 91055 members 
Mstep: Class 4 contains 13460 members 
Mstep: Class 5 contains 8155 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 32482 members 
Mstep: Class 9 contains 11098 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 7861 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22254 members 
Mstep: Class 15 contains 16013 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 10490 members 
Mstep: Class 19 contains 11747 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 12356 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50879 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5642 members 
Mstep: Class 26 contains 6661 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 1089 members 
Mstep: Class 29 contains 1494 members 
Mstep: Class 30 contains 5905 members 
Mstep: Class 31 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098144.000000 Penalty: 64471.992188
Iteration 64Q: 32 clusters Score -4.009814e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 91012 members 
Mstep: Class 4 contains 13449 members 
Mstep: Class 5 contains 8133 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 1673 members 
Mstep: Class 8 contains 32513 members 
Mstep: Class 9 contains 11095 members 
Mstep: Class 10 contains 2076 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 7839 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22239 members 
Mstep: Class 15 contains 16016 members 
Mstep: Class 16 contains 1656 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 11746 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 12362 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50882 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5658 members 
Mstep: Class 26 contains 6689 members 
Mstep: Class 27 contains 21290 members 
Mstep: Class 28 contains 1080 members 
Mstep: Class 29 contains 1501 members 
Mstep: Class 30 contains 5896 members 
Mstep: Class 31 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098200.000000 Penalty: 64471.992188
Iteration 65Q: 32 clusters Score -4.00982e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90957 members 
Mstep: Class 4 contains 13438 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 1674 members 
Mstep: Class 8 contains 32538 members 
Mstep: Class 9 contains 11097 members 
Mstep: Class 10 contains 2069 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7818 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 22235 members 
Mstep: Class 15 contains 16023 members 
Mstep: Class 16 contains 1704 members 
Mstep: Class 17 contains 6629 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 11743 members 
Mstep: Class 20 contains 3279 members 
Mstep: Class 21 contains 12370 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5681 members 
Mstep: Class 26 contains 6712 members 
Mstep: Class 27 contains 21290 members 
Mstep: Class 28 contains 1070 members 
Mstep: Class 29 contains 1510 members 
Mstep: Class 30 contains 5883 members 
Mstep: Class 31 contains 2036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098148.000000 Penalty: 64471.992188
Iteration 66Q: 32 clusters Score -4.009815e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90905 members 
Mstep: Class 4 contains 13433 members 
Mstep: Class 5 contains 8096 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1675 members 
Mstep: Class 8 contains 32550 members 
Mstep: Class 9 contains 11093 members 
Mstep: Class 10 contains 2064 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 7782 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 16028 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 6628 members 
Mstep: Class 18 contains 10498 members 
Mstep: Class 19 contains 11742 members 
Mstep: Class 20 contains 3274 members 
Mstep: Class 21 contains 12378 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50894 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 6741 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 1056 members 
Mstep: Class 29 contains 1522 members 
Mstep: Class 30 contains 5867 members 
Mstep: Class 31 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098256.000000 Penalty: 64471.992188
Iteration 67Q: 32 clusters Score -4.009826e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90866 members 
Mstep: Class 4 contains 13429 members 
Mstep: Class 5 contains 8079 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 1677 members 
Mstep: Class 8 contains 32563 members 
Mstep: Class 9 contains 11093 members 
Mstep: Class 10 contains 2058 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 7747 members 
Mstep: Class 13 contains 3541 members 
Mstep: Class 14 contains 22229 members 
Mstep: Class 15 contains 16037 members 
Mstep: Class 16 contains 1816 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 10492 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 3276 members 
Mstep: Class 21 contains 12384 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50896 members 
Mstep: Class 24 contains 3361 members 
Mstep: Class 25 contains 5727 members 
Mstep: Class 26 contains 6771 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 1039 members 
Mstep: Class 29 contains 1532 members 
Mstep: Class 30 contains 5856 members 
Mstep: Class 31 contains 2026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098164.000000 Penalty: 64471.992188
Iteration 68Q: 32 clusters Score -4.009816e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90849 members 
Mstep: Class 4 contains 13427 members 
Mstep: Class 5 contains 8066 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 32580 members 
Mstep: Class 9 contains 11091 members 
Mstep: Class 10 contains 2052 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22217 members 
Mstep: Class 15 contains 16042 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 10491 members 
Mstep: Class 19 contains 11737 members 
Mstep: Class 20 contains 3275 members 
Mstep: Class 21 contains 12390 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50896 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5751 members 
Mstep: Class 26 contains 6787 members 
Mstep: Class 27 contains 21292 members 
Mstep: Class 28 contains 1025 members 
Mstep: Class 29 contains 1537 members 
Mstep: Class 30 contains 5839 members 
Mstep: Class 31 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098304.000000 Penalty: 64471.992188
Iteration 69Q: 32 clusters Score -4.00983e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90839 members 
Mstep: Class 4 contains 13425 members 
Mstep: Class 5 contains 8060 members 
Mstep: Class 6 contains 1494 members 
Mstep: Class 7 contains 1678 members 
Mstep: Class 8 contains 32589 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 10 contains 2050 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 7677 members 
Mstep: Class 13 contains 3542 members 
Mstep: Class 14 contains 22208 members 
Mstep: Class 15 contains 16044 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10496 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 12392 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50891 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6807 members 
Mstep: Class 27 contains 21293 members 
Mstep: Class 28 contains 1016 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 5819 members 
Mstep: Class 31 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098332.000000 Penalty: 64471.992188
Iteration 70Q: 32 clusters Score -4.009833e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 90818 members 
Mstep: Class 4 contains 13423 members 
Mstep: Class 5 contains 8050 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 32605 members 
Mstep: Class 9 contains 11075 members 
Mstep: Class 10 contains 2046 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 7634 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22206 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 3282 members 
Mstep: Class 21 contains 12395 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50888 members 
Mstep: Class 24 contains 3362 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 6829 members 
Mstep: Class 27 contains 21293 members 
Mstep: Class 28 contains 1007 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5800 members 
Mstep: Class 31 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098472.000000 Penalty: 64471.992188
Iteration 71Q: 32 clusters Score -4.009847e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90792 members 
Mstep: Class 4 contains 13422 members 
Mstep: Class 5 contains 8040 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 32623 members 
Mstep: Class 9 contains 11070 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 2247 members 
Mstep: Class 12 contains 7593 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 22201 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 2005 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10482 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 3283 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50885 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 5860 members 
Mstep: Class 26 contains 6843 members 
Mstep: Class 27 contains 21292 members 
Mstep: Class 28 contains 1004 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5768 members 
Mstep: Class 31 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098488.000000 Penalty: 64471.992188
Iteration 72Q: 32 clusters Score -4.009849e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90773 members 
Mstep: Class 4 contains 13421 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1682 members 
Mstep: Class 8 contains 32632 members 
Mstep: Class 9 contains 11060 members 
Mstep: Class 10 contains 2037 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 3548 members 
Mstep: Class 14 contains 22201 members 
Mstep: Class 15 contains 16051 members 
Mstep: Class 16 contains 2051 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10469 members 
Mstep: Class 19 contains 11738 members 
Mstep: Class 20 contains 3282 members 
Mstep: Class 21 contains 12402 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50879 members 
Mstep: Class 24 contains 3363 members 
Mstep: Class 25 contains 5933 members 
Mstep: Class 26 contains 6861 members 
Mstep: Class 27 contains 21292 members 
Mstep: Class 28 contains 1000 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5727 members 
Mstep: Class 31 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098580.000000 Penalty: 64471.992188
Iteration 73Q: 32 clusters Score -4.009858e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90765 members 
Mstep: Class 4 contains 13419 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 32637 members 
Mstep: Class 9 contains 11047 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7506 members 
Mstep: Class 13 contains 3546 members 
Mstep: Class 14 contains 22195 members 
Mstep: Class 15 contains 16050 members 
Mstep: Class 16 contains 2095 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10472 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 3284 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50880 members 
Mstep: Class 24 contains 3365 members 
Mstep: Class 25 contains 5993 members 
Mstep: Class 26 contains 6875 members 
Mstep: Class 27 contains 21292 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5683 members 
Mstep: Class 31 contains 2005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098720.000000 Penalty: 64471.992188
Iteration 74Q: 32 clusters Score -4.009872e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90757 members 
Mstep: Class 4 contains 13417 members 
Mstep: Class 5 contains 8013 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1684 members 
Mstep: Class 8 contains 32637 members 
Mstep: Class 9 contains 11034 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7473 members 
Mstep: Class 13 contains 3545 members 
Mstep: Class 14 contains 22188 members 
Mstep: Class 15 contains 16048 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10473 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3289 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50886 members 
Mstep: Class 24 contains 3366 members 
Mstep: Class 25 contains 6069 members 
Mstep: Class 26 contains 6886 members 
Mstep: Class 27 contains 21293 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5620 members 
Mstep: Class 31 contains 2003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098772.000000 Penalty: 64471.992188
Iteration 75Q: 32 clusters Score -4.009877e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90746 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 8006 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 32651 members 
Mstep: Class 9 contains 11029 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7441 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 16045 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10469 members 
Mstep: Class 19 contains 11734 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 12397 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50886 members 
Mstep: Class 24 contains 3367 members 
Mstep: Class 25 contains 6160 members 
Mstep: Class 26 contains 6896 members 
Mstep: Class 27 contains 21293 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5540 members 
Mstep: Class 31 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40099016.000000 Penalty: 64471.992188
Iteration 76Q: 32 clusters Score -4.009902e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90742 members 
Mstep: Class 4 contains 13411 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1685 members 
Mstep: Class 8 contains 32650 members 
Mstep: Class 9 contains 11032 members 
Mstep: Class 10 contains 2016 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7402 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22184 members 
Mstep: Class 15 contains 16039 members 
Mstep: Class 16 contains 2228 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10466 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 3291 members 
Mstep: Class 21 contains 12400 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50888 members 
Mstep: Class 24 contains 3367 members 
Mstep: Class 25 contains 6272 members 
Mstep: Class 26 contains 6906 members 
Mstep: Class 27 contains 21292 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5439 members 
Mstep: Class 31 contains 1998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40099136.000000 Penalty: 64471.992188
Iteration 77Q: 32 clusters Score -4.009914e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90731 members 
Mstep: Class 4 contains 13412 members 
Mstep: Class 5 contains 7985 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1687 members 
Mstep: Class 8 contains 32658 members 
Mstep: Class 9 contains 11028 members 
Mstep: Class 10 contains 2013 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7361 members 
Mstep: Class 13 contains 3543 members 
Mstep: Class 14 contains 22186 members 
Mstep: Class 15 contains 16037 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10460 members 
Mstep: Class 19 contains 11736 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12399 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50884 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 6917 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5317 members 
Mstep: Class 31 contains 1995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40099404.000000 Penalty: 64471.992188
Iteration 78Q: 32 clusters Score -4.00994e+07 nChanged 342
Entering ConstructFrom: 
Score: -40099404.000000 Penalty: 64471.992188
Entering ConstructFrom: 
Trying to split cluster 1 (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: -53570.148438 Penalty: 1082.551392
	Iteration 0F: 2 clusters Score -53570.15 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 384 members 
Entering Unmasked Estep 
Score: -52495.109375 Penalty: 2165.102783
	Iteration 0F: 3 clusters Score -52495.11 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -53001.910156 Penalty: 2165.102783
	Iteration 1F: 3 clusters Score -53001.91 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -53346.601562 Penalty: 2165.102783
	Iteration 2F: 3 clusters Score -53346.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -53541.125000 Penalty: 2165.102783
	Iteration 3F: 3 clusters Score -53541.12 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -53614.648438 Penalty: 2165.102783
	Iteration 4Q: 3 clusters Score -53614.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -53696.308594 Penalty: 2165.102783
	Iteration 5Q: 3 clusters Score -53696.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -53747.726562 Penalty: 2165.102783
	Iteration 6Q: 3 clusters Score -53747.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -53806.296875 Penalty: 2165.102783
	Iteration 7Q: 3 clusters Score -53806.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -53854.476562 Penalty: 2165.102783
	Iteration 8Q: 3 clusters Score -53854.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -53886.492188 Penalty: 2165.102783
	Iteration 9Q: 3 clusters Score -53886.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -53915.578125 Penalty: 2165.102783
	Iteration 10Q: 3 clusters Score -53915.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -53974.761719 Penalty: 2165.102783
	Iteration 11Q: 3 clusters Score -53974.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -54023.574219 Penalty: 2165.102783
	Iteration 12Q: 3 clusters Score -54023.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -54056.714844 Penalty: 2165.102783
	Iteration 13Q: 3 clusters Score -54056.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -54073.285156 Penalty: 2165.102783
	Iteration 14Q: 3 clusters Score -54073.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54078.218750 Penalty: 2165.102783
	Iteration 15Q: 3 clusters Score -54078.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54081.015625 Penalty: 2165.102783
	Iteration 16F: 3 clusters Score -54081.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -54083.531250 Penalty: 2165.102783
	Iteration 17Q: 3 clusters Score -54083.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -54085.464844 Penalty: 2165.102783
	Iteration 18Q: 3 clusters Score -54085.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -54087.453125 Penalty: 2165.102783
	Iteration 19Q: 3 clusters Score -54087.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -54088.578125 Penalty: 2165.102783
	Iteration 20F: 3 clusters Score -54088.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 32665 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 602 members 
Entering Unmasked Estep 
Score: -40099032.000000 Penalty: 66551.734375
Splitting cluster 1 changes total score from -40099404.000000 to -40099032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -132170.484375 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -132170.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -130598.968750 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -130599 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -131062.429688 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -131062.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -131496.593750 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -131496.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -131896.125000 Penalty: 2309.646973
	Iteration 3F: 3 clusters Score -131896.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132115.859375 Penalty: 2309.646973
	Iteration 4F: 3 clusters Score -132115.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -132237.671875 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -132237.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -132322.875000 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -132322.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -132366.953125 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -132367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -132394.125000 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -132394.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132403.593750 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -132403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -132406.984375 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -132407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -132411.828125 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -132411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -132418.531250 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -132418.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -132422.437500 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -132422.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -132424.890625 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -132424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -132426.000000 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -132426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -132426.515625 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -132426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -132428.156250 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -132428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132432.937500 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -132432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -132437.656250 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -132437.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132440.843750 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -132440.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132441.859375 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -132441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -132441.859375 Penalty: 2309.646973
	Iteration 22F: 3 clusters Score -132441.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 426 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 32665 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 794 members 
Entering Unmasked Estep 
Score: -40098840.000000 Penalty: 66551.734375
Splitting cluster 2 changes total score from -40099404.000000 to -40098840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (90732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90732 members 
Entering Unmasked Estep 
Score: -10403595.000000 Penalty: 1855.045654
	Iteration 0F: 2 clusters Score -1.04036e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -10342832.000000 Penalty: 3710.091309
	Iteration 0F: 3 clusters Score -1.034283e+07 nChanged 43284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -10368022.000000 Penalty: 3710.091309
	Iteration 1F: 3 clusters Score -1.036802e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -10368707.000000 Penalty: 3710.091309
	Iteration 2Q: 3 clusters Score -1.036871e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -10369473.000000 Penalty: 3710.091309
	Iteration 3Q: 3 clusters Score -1.036947e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -10370529.000000 Penalty: 3710.091309
	Iteration 4Q: 3 clusters Score -1.037053e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 49950 members 
Entering Unmasked Estep 
Score: -10371998.000000 Penalty: 3710.091309
	Iteration 5Q: 3 clusters Score -1.0372e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -10373712.000000 Penalty: 3710.091309
	Iteration 6Q: 3 clusters Score -1.037371e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -10376086.000000 Penalty: 3710.091309
	Iteration 7F: 3 clusters Score -1.037609e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -10379094.000000 Penalty: 3710.091309
	Iteration 8F: 3 clusters Score -1.037909e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27147 members 
Mstep: Class 2 contains 63585 members 
Entering Unmasked Estep 
Score: -10383002.000000 Penalty: 3710.091309
	Iteration 9F: 3 clusters Score -1.0383e+07 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 68097 members 
Entering Unmasked Estep 
Score: -10387464.000000 Penalty: 3710.091309
	Iteration 10F: 3 clusters Score -1.038746e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 72144 members 
Entering Unmasked Estep 
Score: -10391529.000000 Penalty: 3710.091309
	Iteration 11F: 3 clusters Score -1.039153e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 75412 members 
Entering Unmasked Estep 
Score: -10394363.000000 Penalty: 3710.091309
	Iteration 12Q: 3 clusters Score -1.039436e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -10396064.000000 Penalty: 3710.091309
	Iteration 13Q: 3 clusters Score -1.039606e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 79766 members 
Entering Unmasked Estep 
Score: -10397253.000000 Penalty: 3710.091309
	Iteration 14Q: 3 clusters Score -1.039725e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 81473 members 
Entering Unmasked Estep 
Score: -10398154.000000 Penalty: 3710.091309
	Iteration 15Q: 3 clusters Score -1.039815e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 82927 members 
Entering Unmasked Estep 
Score: -10398961.000000 Penalty: 3710.091309
	Iteration 16Q: 3 clusters Score -1.039896e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 84243 members 
Entering Unmasked Estep 
Score: -10399658.000000 Penalty: 3710.091309
	Iteration 17Q: 3 clusters Score -1.039966e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 85365 members 
Entering Unmasked Estep 
Score: -10400190.000000 Penalty: 3710.091309
	Iteration 18Q: 3 clusters Score -1.040019e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 86322 members 
Entering Unmasked Estep 
Score: -10400711.000000 Penalty: 3710.091309
	Iteration 19Q: 3 clusters Score -1.040071e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -10401178.000000 Penalty: 3710.091309
	Iteration 20F: 3 clusters Score -1.040118e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 87733 members 
Entering Unmasked Estep 
Score: -10401504.000000 Penalty: 3710.091309
	Iteration 21Q: 3 clusters Score -1.04015e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 88223 members 
Entering Unmasked Estep 
Score: -10401719.000000 Penalty: 3710.091309
	Iteration 22Q: 3 clusters Score -1.040172e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -10401842.000000 Penalty: 3710.091309
	Iteration 23Q: 3 clusters Score -1.040184e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -10402004.000000 Penalty: 3710.091309
	Iteration 24Q: 3 clusters Score -1.0402e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 89074 members 
Entering Unmasked Estep 
Score: -10402104.000000 Penalty: 3710.091309
	Iteration 25Q: 3 clusters Score -1.04021e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 89216 members 
Entering Unmasked Estep 
Score: -10402190.000000 Penalty: 3710.091309
	Iteration 26Q: 3 clusters Score -1.040219e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 89310 members 
Entering Unmasked Estep 
Score: -10402223.000000 Penalty: 3710.091309
	Iteration 27Q: 3 clusters Score -1.040222e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 89384 members 
Entering Unmasked Estep 
Score: -10402277.000000 Penalty: 3710.091309
	Iteration 28Q: 3 clusters Score -1.040228e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 89433 members 
Entering Unmasked Estep 
Score: -10402303.000000 Penalty: 3710.091309
	Iteration 29Q: 3 clusters Score -1.04023e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 89478 members 
Entering Unmasked Estep 
Score: -10402323.000000 Penalty: 3710.091309
	Iteration 30Q: 3 clusters Score -1.040232e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 89520 members 
Entering Unmasked Estep 
Score: -10402363.000000 Penalty: 3710.091309
	Iteration 31Q: 3 clusters Score -1.040236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -10402379.000000 Penalty: 3710.091309
	Iteration 32Q: 3 clusters Score -1.040238e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 89578 members 
Entering Unmasked Estep 
Score: -10402380.000000 Penalty: 3710.091309
	Iteration 33Q: 3 clusters Score -1.040238e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 89602 members 
Entering Unmasked Estep 
Score: -10402394.000000 Penalty: 3710.091309
	Iteration 34Q: 3 clusters Score -1.040239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 89629 members 
Entering Unmasked Estep 
Score: -10402416.000000 Penalty: 3710.091309
	Iteration 35Q: 3 clusters Score -1.040242e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 89651 members 
Entering Unmasked Estep 
Score: -10402428.000000 Penalty: 3710.091309
	Iteration 36Q: 3 clusters Score -1.040243e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 89669 members 
Entering Unmasked Estep 
Score: -10402448.000000 Penalty: 3710.091309
	Iteration 37Q: 3 clusters Score -1.040245e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -10402483.000000 Penalty: 3710.091309
	Iteration 38Q: 3 clusters Score -1.040248e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -10402504.000000 Penalty: 3710.091309
	Iteration 39Q: 3 clusters Score -1.04025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -10402524.000000 Penalty: 3710.091309
	Iteration 40F: 3 clusters Score -1.040252e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 89686 members 
Entering Unmasked Estep 
Score: -10402534.000000 Penalty: 3710.091309
	Iteration 41Q: 3 clusters Score -1.040253e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -10402544.000000 Penalty: 3710.091309
	Iteration 42Q: 3 clusters Score -1.040254e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -10402565.000000 Penalty: 3710.091309
	Iteration 43Q: 3 clusters Score -1.040256e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 89706 members 
Entering Unmasked Estep 
Score: -10402581.000000 Penalty: 3710.091309
	Iteration 44Q: 3 clusters Score -1.040258e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 89713 members 
Entering Unmasked Estep 
Score: -10402617.000000 Penalty: 3710.091309
	Iteration 45Q: 3 clusters Score -1.040262e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 89720 members 
Entering Unmasked Estep 
Score: -10402632.000000 Penalty: 3710.091309
	Iteration 46Q: 3 clusters Score -1.040263e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 89726 members 
Entering Unmasked Estep 
Score: -10402644.000000 Penalty: 3710.091309
	Iteration 47Q: 3 clusters Score -1.040264e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -10402634.000000 Penalty: 3710.091309
	Iteration 48Q: 3 clusters Score -1.040263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 89725 members 
Entering Unmasked Estep 
Score: -10402636.000000 Penalty: 3710.091309
	Iteration 49Q: 3 clusters Score -1.040264e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 89724 members 
Entering Unmasked Estep 
Score: -10402641.000000 Penalty: 3710.091309
	Iteration 50Q: 3 clusters Score -1.040264e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 89719 members 
Entering Unmasked Estep 
Score: -10402642.000000 Penalty: 3710.091309
	Iteration 51Q: 3 clusters Score -1.040264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 89718 members 
Entering Unmasked Estep 
Score: -10402651.000000 Penalty: 3710.091309
	Iteration 52Q: 3 clusters Score -1.040265e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 89710 members 
Entering Unmasked Estep 
Score: -10402651.000000 Penalty: 3710.091309
	Iteration 53Q: 3 clusters Score -1.040265e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 89703 members 
Entering Unmasked Estep 
Score: -10402661.000000 Penalty: 3710.091309
	Iteration 54Q: 3 clusters Score -1.040266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 89697 members 
Entering Unmasked Estep 
Score: -10402666.000000 Penalty: 3710.091309
	Iteration 55Q: 3 clusters Score -1.040267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -10402661.000000 Penalty: 3710.091309
	Iteration 56Q: 3 clusters Score -1.040266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 89687 members 
Entering Unmasked Estep 
Score: -10402666.000000 Penalty: 3710.091309
	Iteration 57Q: 3 clusters Score -1.040267e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 89688 members 
Entering Unmasked Estep 
Score: -10402682.000000 Penalty: 3710.091309
	Iteration 58Q: 3 clusters Score -1.040268e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -10402693.000000 Penalty: 3710.091309
	Iteration 59Q: 3 clusters Score -1.040269e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -10402699.000000 Penalty: 3710.091309
	Iteration 60F: 3 clusters Score -1.04027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -10402716.000000 Penalty: 3710.091309
	Iteration 61Q: 3 clusters Score -1.040272e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 89677 members 
Entering Unmasked Estep 
Score: -10402717.000000 Penalty: 3710.091309
	Iteration 62Q: 3 clusters Score -1.040272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -10402727.000000 Penalty: 3710.091309
	Iteration 63Q: 3 clusters Score -1.040273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -10402725.000000 Penalty: 3710.091309
	Iteration 64Q: 3 clusters Score -1.040272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -10402720.000000 Penalty: 3710.091309
	Iteration 65Q: 3 clusters Score -1.040272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 89673 members 
Entering Unmasked Estep 
Score: -10402736.000000 Penalty: 3710.091309
	Iteration 66Q: 3 clusters Score -1.040274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -10402730.000000 Penalty: 3710.091309
	Iteration 67Q: 3 clusters Score -1.040273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 89671 members 
Entering Unmasked Estep 
Score: -10402734.000000 Penalty: 3710.091309
	Iteration 68Q: 3 clusters Score -1.040273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -10402733.000000 Penalty: 3710.091309
	Iteration 69Q: 3 clusters Score -1.040273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 89676 members 
Entering Unmasked Estep 
Score: -10402731.000000 Penalty: 3710.091309
	Iteration 70Q: 3 clusters Score -1.040273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 89678 members 
Entering Unmasked Estep 
Score: -10402734.000000 Penalty: 3710.091309
	Iteration 71Q: 3 clusters Score -1.040273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 89681 members 
Entering Unmasked Estep 
Score: -10402734.000000 Penalty: 3710.091309
	Iteration 72Q: 3 clusters Score -1.040273e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -10402738.000000 Penalty: 3710.091309
	Iteration 73Q: 3 clusters Score -1.040274e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -10402738.000000 Penalty: 3710.091309
	Iteration 74Q: 3 clusters Score -1.040274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 89680 members 
Entering Unmasked Estep 
Score: -10402738.000000 Penalty: 3710.091309
	Iteration 75F: 3 clusters Score -1.040274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -1534399.125000 Penalty: 1544.408813
	Iteration 0F: 2 clusters Score -1534399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1525009.875000 Penalty: 3088.817627
	Iteration 0F: 3 clusters Score -1525010 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1528219.375000 Penalty: 3088.817627
	Iteration 1F: 3 clusters Score -1528219 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1528501.875000 Penalty: 3088.817627
	Iteration 2F: 3 clusters Score -1528502 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1528733.250000 Penalty: 3088.817627
	Iteration 3Q: 3 clusters Score -1528733 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1528949.000000 Penalty: 3088.817627
	Iteration 4Q: 3 clusters Score -1528949 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1529164.250000 Penalty: 3088.817627
	Iteration 5Q: 3 clusters Score -1529164 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1529427.250000 Penalty: 3088.817627
	Iteration 6Q: 3 clusters Score -1529427 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1529790.875000 Penalty: 3088.817627
	Iteration 7Q: 3 clusters Score -1529791 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1530312.500000 Penalty: 3088.817627
	Iteration 8F: 3 clusters Score -1530312 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1530955.375000 Penalty: 3088.817627
	Iteration 9F: 3 clusters Score -1530955 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1531593.375000 Penalty: 3088.817627
	Iteration 10F: 3 clusters Score -1531593 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1532146.000000 Penalty: 3088.817627
	Iteration 11F: 3 clusters Score -1532146 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1532517.250000 Penalty: 3088.817627
	Iteration 12Q: 3 clusters Score -1532517 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1532770.000000 Penalty: 3088.817627
	Iteration 13Q: 3 clusters Score -1532770 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1532930.250000 Penalty: 3088.817627
	Iteration 14Q: 3 clusters Score -1532930 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1533028.750000 Penalty: 3088.817627
	Iteration 15Q: 3 clusters Score -1533029 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1533122.625000 Penalty: 3088.817627
	Iteration 16Q: 3 clusters Score -1533123 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1533214.375000 Penalty: 3088.817627
	Iteration 17Q: 3 clusters Score -1533214 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1533321.500000 Penalty: 3088.817627
	Iteration 18Q: 3 clusters Score -1533322 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1533442.625000 Penalty: 3088.817627
	Iteration 19Q: 3 clusters Score -1533443 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -1533578.250000 Penalty: 3088.817627
	Iteration 20F: 3 clusters Score -1533578 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1533724.125000 Penalty: 3088.817627
	Iteration 21Q: 3 clusters Score -1533724 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1533861.250000 Penalty: 3088.817627
	Iteration 22Q: 3 clusters Score -1533861 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1534010.500000 Penalty: 3088.817627
	Iteration 23Q: 3 clusters Score -1534010 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1534171.125000 Penalty: 3088.817627
	Iteration 24Q: 3 clusters Score -1534171 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1534343.625000 Penalty: 3088.817627
	Iteration 25Q: 3 clusters Score -1534344 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1534483.750000 Penalty: 3088.817627
	Iteration 26Q: 3 clusters Score -1534484 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1534558.250000 Penalty: 3088.817627
	Iteration 27Q: 3 clusters Score -1534558 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1534576.875000 Penalty: 3088.817627
	Iteration 28Q: 3 clusters Score -1534577 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1534593.250000 Penalty: 3088.817627
	Iteration 29Q: 3 clusters Score -1534593 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1534596.000000 Penalty: 3088.817627
	Iteration 30Q: 3 clusters Score -1534596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1534601.500000 Penalty: 3088.817627
	Iteration 31Q: 3 clusters Score -1534602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1534603.125000 Penalty: 3088.817627
	Iteration 32Q: 3 clusters Score -1534603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1534603.375000 Penalty: 3088.817627
	Iteration 33Q: 3 clusters Score -1534603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1534604.250000 Penalty: 3088.817627
	Iteration 34Q: 3 clusters Score -1534604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1534605.000000 Penalty: 3088.817627
	Iteration 35Q: 3 clusters Score -1534605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1534603.125000 Penalty: 3088.817627
	Iteration 36Q: 3 clusters Score -1534603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1534605.625000 Penalty: 3088.817627
	Iteration 37Q: 3 clusters Score -1534606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1534605.875000 Penalty: 3088.817627
	Iteration 38Q: 3 clusters Score -1534606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1534607.500000 Penalty: 3088.817627
	Iteration 39Q: 3 clusters Score -1534608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1534607.750000 Penalty: 3088.817627
	Iteration 40F: 3 clusters Score -1534608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1534606.750000 Penalty: 3088.817627
	Iteration 41Q: 3 clusters Score -1534607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1534606.375000 Penalty: 3088.817627
	Iteration 42Q: 3 clusters Score -1534606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1534606.125000 Penalty: 3088.817627
	Iteration 43Q: 3 clusters Score -1534606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1534606.125000 Penalty: 3088.817627
	Iteration 44F: 3 clusters Score -1534606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 8532 members 
Mstep: Class 5 contains 7969 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 32665 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 4882 members 
Entering Unmasked Estep 
Score: -40099064.000000 Penalty: 66551.734375
Splitting cluster 4 changes total score from -40099404.000000 to -40099064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Entering Unmasked Estep 
Score: -809795.437500 Penalty: 1459.788574
	Iteration 0F: 2 clusters Score -809795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -803964.625000 Penalty: 2919.577148
	Iteration 0F: 3 clusters Score -803964.6 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -806333.562500 Penalty: 2919.577148
	Iteration 1F: 3 clusters Score -806333.6 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -807348.687500 Penalty: 2919.577148
	Iteration 2F: 3 clusters Score -807348.7 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -808363.562500 Penalty: 2919.577148
	Iteration 3F: 3 clusters Score -808363.6 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -809171.937500 Penalty: 2919.577148
	Iteration 4F: 3 clusters Score -809171.9 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -809785.312500 Penalty: 2919.577148
	Iteration 5F: 3 clusters Score -809785.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -810113.687500 Penalty: 2919.577148
	Iteration 6Q: 3 clusters Score -810113.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -810294.937500 Penalty: 2919.577148
	Iteration 7Q: 3 clusters Score -810294.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -810382.187500 Penalty: 2919.577148
	Iteration 8Q: 3 clusters Score -810382.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -810444.937500 Penalty: 2919.577148
	Iteration 9Q: 3 clusters Score -810444.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -810489.250000 Penalty: 2919.577148
	Iteration 10Q: 3 clusters Score -810489.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -810512.562500 Penalty: 2919.577148
	Iteration 11Q: 3 clusters Score -810512.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -810526.875000 Penalty: 2919.577148
	Iteration 12Q: 3 clusters Score -810526.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -810533.812500 Penalty: 2919.577148
	Iteration 13Q: 3 clusters Score -810533.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -810539.625000 Penalty: 2919.577148
	Iteration 14Q: 3 clusters Score -810539.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -810540.687500 Penalty: 2919.577148
	Iteration 15Q: 3 clusters Score -810540.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -810541.437500 Penalty: 2919.577148
	Iteration 16Q: 3 clusters Score -810541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -810543.437500 Penalty: 2919.577148
	Iteration 17Q: 3 clusters Score -810543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -810543.437500 Penalty: 2919.577148
	Iteration 18Q: 3 clusters Score -810543.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -810545.750000 Penalty: 2919.577148
	Iteration 19Q: 3 clusters Score -810545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -810545.125000 Penalty: 2919.577148
	Iteration 20F: 3 clusters Score -810545.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -810544.125000 Penalty: 2919.577148
	Iteration 21Q: 3 clusters Score -810544.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -810543.625000 Penalty: 2919.577148
	Iteration 22Q: 3 clusters Score -810543.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -810546.625000 Penalty: 2919.577148
	Iteration 23Q: 3 clusters Score -810546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -810546.312500 Penalty: 2919.577148
	Iteration 24Q: 3 clusters Score -810546.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -810545.125000 Penalty: 2919.577148
	Iteration 25Q: 3 clusters Score -810545.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -810545.875000 Penalty: 2919.577148
	Iteration 26Q: 3 clusters Score -810545.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -810547.375000 Penalty: 2919.577148
	Iteration 27Q: 3 clusters Score -810547.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -810549.250000 Penalty: 2919.577148
	Iteration 28Q: 3 clusters Score -810549.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -810550.812500 Penalty: 2919.577148
	Iteration 29Q: 3 clusters Score -810550.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -810550.875000 Penalty: 2919.577148
	Iteration 30Q: 3 clusters Score -810550.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -810550.750000 Penalty: 2919.577148
	Iteration 31Q: 3 clusters Score -810550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -810550.750000 Penalty: 2919.577148
	Iteration 32F: 3 clusters Score -810550.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1688 members 
Mstep: Class 8 contains 32665 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Entering Unmasked Estep 
Score: -40099632.000000 Penalty: 66551.734375
Splitting cluster 5 changes total score from -40099404.000000 to -40099632.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 6 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -167787.546875 Penalty: 1187.638184
	Iteration 0F: 2 clusters Score -167787.5 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 769 members 
Entering Unmasked Estep 
Score: -166012.015625 Penalty: 2375.276367
	Iteration 0F: 3 clusters Score -166012 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166388.734375 Penalty: 2375.276367
	Iteration 1F: 3 clusters Score -166388.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -166465.203125 Penalty: 2375.276367
	Iteration 2F: 3 clusters Score -166465.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -166518.750000 Penalty: 2375.276367
	Iteration 3Q: 3 clusters Score -166518.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -166572.000000 Penalty: 2375.276367
	Iteration 4Q: 3 clusters Score -166572 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -166627.953125 Penalty: 2375.276367
	Iteration 5Q: 3 clusters Score -166628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166692.015625 Penalty: 2375.276367
	Iteration 6Q: 3 clusters Score -166692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166744.031250 Penalty: 2375.276367
	Iteration 7Q: 3 clusters Score -166744 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -166792.015625 Penalty: 2375.276367
	Iteration 8Q: 3 clusters Score -166792 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -166855.937500 Penalty: 2375.276367
	Iteration 9Q: 3 clusters Score -166855.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -166889.281250 Penalty: 2375.276367
	Iteration 10Q: 3 clusters Score -166889.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -166915.500000 Penalty: 2375.276367
	Iteration 11Q: 3 clusters Score -166915.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166933.765625 Penalty: 2375.276367
	Iteration 12Q: 3 clusters Score -166933.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -166946.843750 Penalty: 2375.276367
	Iteration 13Q: 3 clusters Score -166946.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166953.328125 Penalty: 2375.276367
	Iteration 14Q: 3 clusters Score -166953.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -166959.812500 Penalty: 2375.276367
	Iteration 15Q: 3 clusters Score -166959.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166963.125000 Penalty: 2375.276367
	Iteration 16Q: 3 clusters Score -166963.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166965.468750 Penalty: 2375.276367
	Iteration 17Q: 3 clusters Score -166965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166970.687500 Penalty: 2375.276367
	Iteration 18Q: 3 clusters Score -166970.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -166972.343750 Penalty: 2375.276367
	Iteration 19Q: 3 clusters Score -166972.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -166974.656250 Penalty: 2375.276367
	Iteration 20F: 3 clusters Score -166974.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -166978.984375 Penalty: 2375.276367
	Iteration 21Q: 3 clusters Score -166979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -166982.203125 Penalty: 2375.276367
	Iteration 22Q: 3 clusters Score -166982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166983.875000 Penalty: 2375.276367
	Iteration 23Q: 3 clusters Score -166983.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -166987.015625 Penalty: 2375.276367
	Iteration 24Q: 3 clusters Score -166987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -166990.187500 Penalty: 2375.276367
	Iteration 25Q: 3 clusters Score -166990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166990.484375 Penalty: 2375.276367
	Iteration 26Q: 3 clusters Score -166990.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166991.437500 Penalty: 2375.276367
	Iteration 27Q: 3 clusters Score -166991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -166992.890625 Penalty: 2375.276367
	Iteration 28Q: 3 clusters Score -166992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166993.250000 Penalty: 2375.276367
	Iteration 29Q: 3 clusters Score -166993.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -166993.828125 Penalty: 2375.276367
	Iteration 30Q: 3 clusters Score -166993.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -166995.250000 Penalty: 2375.276367
	Iteration 31Q: 3 clusters Score -166995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -166998.718750 Penalty: 2375.276367
	Iteration 32Q: 3 clusters Score -166998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167000.328125 Penalty: 2375.276367
	Iteration 33Q: 3 clusters Score -167000.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -167001.015625 Penalty: 2375.276367
	Iteration 34Q: 3 clusters Score -167001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -167001.015625 Penalty: 2375.276367
	Iteration 35F: 3 clusters Score -167001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -149094.281250 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -149094.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -147275.406250 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -147275.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -147990.390625 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -147990.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -148392.234375 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -148392.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -148705.843750 Penalty: 2415.172363
	Iteration 3F: 3 clusters Score -148705.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -148941.187500 Penalty: 2415.172363
	Iteration 4F: 3 clusters Score -148941.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -149192.359375 Penalty: 2415.172363
	Iteration 5F: 3 clusters Score -149192.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -149627.578125 Penalty: 2415.172363
	Iteration 6F: 3 clusters Score -149627.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -149995.500000 Penalty: 2415.172363
	Iteration 7F: 3 clusters Score -149995.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150259.671875 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -150259.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150403.671875 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -150403.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -150497.968750 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -150498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -150570.125000 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -150570.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -150636.390625 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -150636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150675.671875 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -150675.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -150686.406250 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -150686.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -150694.343750 Penalty: 2415.172363
	Iteration 15Q: 3 clusters Score -150694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -150696.781250 Penalty: 2415.172363
	Iteration 16Q: 3 clusters Score -150696.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150698.234375 Penalty: 2415.172363
	Iteration 17Q: 3 clusters Score -150698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150698.234375 Penalty: 2415.172363
	Iteration 18F: 3 clusters Score -150698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 32665 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 467 members 
Entering Unmasked Estep 
Score: -40100348.000000 Penalty: 68631.476562
Splitting cluster 7 changes total score from -40099404.000000 to -40100348.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 8 (32665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Entering Unmasked Estep 
Score: -3746897.000000 Penalty: 1689.034668
	Iteration 0F: 2 clusters Score -3746897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -3724904.000000 Penalty: 3378.069336
	Iteration 0F: 3 clusters Score -3724904 nChanged 15150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -3733301.000000 Penalty: 3378.069336
	Iteration 1F: 3 clusters Score -3733301 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -3734203.750000 Penalty: 3378.069336
	Iteration 2Q: 3 clusters Score -3734204 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -3735849.250000 Penalty: 3378.069336
	Iteration 3F: 3 clusters Score -3735849 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3738213.500000 Penalty: 3378.069336
	Iteration 4F: 3 clusters Score -3738214 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -3740568.000000 Penalty: 3378.069336
	Iteration 5F: 3 clusters Score -3740568 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -3742431.000000 Penalty: 3378.069336
	Iteration 6F: 3 clusters Score -3742431 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -3743802.750000 Penalty: 3378.069336
	Iteration 7F: 3 clusters Score -3743803 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3744698.750000 Penalty: 3378.069336
	Iteration 8F: 3 clusters Score -3744699 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -3745317.500000 Penalty: 3378.069336
	Iteration 9Q: 3 clusters Score -3745318 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -3745787.500000 Penalty: 3378.069336
	Iteration 10Q: 3 clusters Score -3745788 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -3746247.250000 Penalty: 3378.069336
	Iteration 11Q: 3 clusters Score -3746247 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -3746733.750000 Penalty: 3378.069336
	Iteration 12Q: 3 clusters Score -3746734 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -3747219.250000 Penalty: 3378.069336
	Iteration 13Q: 3 clusters Score -3747219 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3747725.750000 Penalty: 3378.069336
	Iteration 14Q: 3 clusters Score -3747726 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3748264.250000 Penalty: 3378.069336
	Iteration 15Q: 3 clusters Score -3748264 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3748689.750000 Penalty: 3378.069336
	Iteration 16Q: 3 clusters Score -3748690 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -3748986.500000 Penalty: 3378.069336
	Iteration 17Q: 3 clusters Score -3748986 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -3749211.500000 Penalty: 3378.069336
	Iteration 18Q: 3 clusters Score -3749212 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -3749342.750000 Penalty: 3378.069336
	Iteration 19Q: 3 clusters Score -3749343 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3749405.500000 Penalty: 3378.069336
	Iteration 20F: 3 clusters Score -3749406 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -3749483.750000 Penalty: 3378.069336
	Iteration 21Q: 3 clusters Score -3749484 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3749484.000000 Penalty: 3378.069336
	Iteration 22Q: 3 clusters Score -3749484 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3749508.000000 Penalty: 3378.069336
	Iteration 23Q: 3 clusters Score -3749508 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -3749508.500000 Penalty: 3378.069336
	Iteration 24Q: 3 clusters Score -3749508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3749510.750000 Penalty: 3378.069336
	Iteration 25Q: 3 clusters Score -3749511 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3749517.000000 Penalty: 3378.069336
	Iteration 26Q: 3 clusters Score -3749517 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -3749521.500000 Penalty: 3378.069336
	Iteration 27Q: 3 clusters Score -3749522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -3749515.250000 Penalty: 3378.069336
	Iteration 28Q: 3 clusters Score -3749515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -3749526.750000 Penalty: 3378.069336
	Iteration 29Q: 3 clusters Score -3749527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -3749526.500000 Penalty: 3378.069336
	Iteration 30Q: 3 clusters Score -3749526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3749525.500000 Penalty: 3378.069336
	Iteration 31Q: 3 clusters Score -3749526 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -3749526.500000 Penalty: 3378.069336
	Iteration 32Q: 3 clusters Score -3749526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3749521.000000 Penalty: 3378.069336
	Iteration 33Q: 3 clusters Score -3749521 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -3749522.500000 Penalty: 3378.069336
	Iteration 34Q: 3 clusters Score -3749522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -3749524.750000 Penalty: 3378.069336
	Iteration 35Q: 3 clusters Score -3749525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3749528.000000 Penalty: 3378.069336
	Iteration 36Q: 3 clusters Score -3749528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -3749533.000000 Penalty: 3378.069336
	Iteration 37Q: 3 clusters Score -3749533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3749532.000000 Penalty: 3378.069336
	Iteration 38Q: 3 clusters Score -3749532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3749528.750000 Penalty: 3378.069336
	Iteration 39Q: 3 clusters Score -3749529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -3749530.750000 Penalty: 3378.069336
	Iteration 40F: 3 clusters Score -3749531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -3749531.750000 Penalty: 3378.069336
	Iteration 41Q: 3 clusters Score -3749532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3749533.500000 Penalty: 3378.069336
	Iteration 42Q: 3 clusters Score -3749534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -3749532.250000 Penalty: 3378.069336
	Iteration 43Q: 3 clusters Score -3749532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -3749532.000000 Penalty: 3378.069336
	Iteration 44Q: 3 clusters Score -3749532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3749531.000000 Penalty: 3378.069336
	Iteration 45Q: 3 clusters Score -3749531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3749531.000000 Penalty: 3378.069336
	Iteration 46F: 3 clusters Score -3749531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 7336 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 8342 members 
Entering Unmasked Estep 
Score: -40102564.000000 Penalty: 70711.218750
Splitting cluster 8 changes total score from -40099404.000000 to -40102564.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 9 (11021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Entering Unmasked Estep 
Score: -1254974.500000 Penalty: 1512.478149
	Iteration 0F: 2 clusters Score -1254974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1247203.500000 Penalty: 3024.956299
	Iteration 0F: 3 clusters Score -1247204 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1249787.125000 Penalty: 3024.956299
	Iteration 1F: 3 clusters Score -1249787 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1250061.625000 Penalty: 3024.956299
	Iteration 2F: 3 clusters Score -1250062 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1250317.750000 Penalty: 3024.956299
	Iteration 3F: 3 clusters Score -1250318 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1250573.000000 Penalty: 3024.956299
	Iteration 4Q: 3 clusters Score -1250573 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1250866.625000 Penalty: 3024.956299
	Iteration 5Q: 3 clusters Score -1250867 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1251248.375000 Penalty: 3024.956299
	Iteration 6F: 3 clusters Score -1251248 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1251704.625000 Penalty: 3024.956299
	Iteration 7F: 3 clusters Score -1251705 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1252218.125000 Penalty: 3024.956299
	Iteration 8F: 3 clusters Score -1252218 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1252743.000000 Penalty: 3024.956299
	Iteration 9F: 3 clusters Score -1252743 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1253114.125000 Penalty: 3024.956299
	Iteration 10Q: 3 clusters Score -1253114 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1253347.625000 Penalty: 3024.956299
	Iteration 11Q: 3 clusters Score -1253348 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1253485.625000 Penalty: 3024.956299
	Iteration 12Q: 3 clusters Score -1253486 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1253549.000000 Penalty: 3024.956299
	Iteration 13Q: 3 clusters Score -1253549 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1253585.750000 Penalty: 3024.956299
	Iteration 14Q: 3 clusters Score -1253586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1253613.500000 Penalty: 3024.956299
	Iteration 15Q: 3 clusters Score -1253614 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1253642.875000 Penalty: 3024.956299
	Iteration 16Q: 3 clusters Score -1253643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1253659.250000 Penalty: 3024.956299
	Iteration 17Q: 3 clusters Score -1253659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1253674.625000 Penalty: 3024.956299
	Iteration 18Q: 3 clusters Score -1253675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1253684.375000 Penalty: 3024.956299
	Iteration 19Q: 3 clusters Score -1253684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -1253692.750000 Penalty: 3024.956299
	Iteration 20F: 3 clusters Score -1253693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -1253700.500000 Penalty: 3024.956299
	Iteration 21Q: 3 clusters Score -1253700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1253706.250000 Penalty: 3024.956299
	Iteration 22Q: 3 clusters Score -1253706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -1253706.250000 Penalty: 3024.956299
	Iteration 23F: 3 clusters Score -1253706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -216642.890625 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -216642.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214589.187500 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -214589.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -215068.375000 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -215068.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -215165.281250 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -215165.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -215240.875000 Penalty: 2472.075928
	Iteration 3Q: 3 clusters Score -215240.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -215310.718750 Penalty: 2472.075928
	Iteration 4Q: 3 clusters Score -215310.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -215400.031250 Penalty: 2472.075928
	Iteration 5Q: 3 clusters Score -215400 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -215510.250000 Penalty: 2472.075928
	Iteration 6Q: 3 clusters Score -215510.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -215639.000000 Penalty: 2472.075928
	Iteration 7Q: 3 clusters Score -215639 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -215762.750000 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -215762.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -215867.875000 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -215867.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -215949.171875 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -215949.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -215998.546875 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -215998.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -216025.468750 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -216025.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -216041.921875 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -216041.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -216054.328125 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -216054.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -216064.203125 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -216064.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -216071.609375 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -216071.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -216086.859375 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -216086.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -216104.515625 Penalty: 2472.075928
	Iteration 18Q: 3 clusters Score -216104.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -216118.484375 Penalty: 2472.075928
	Iteration 19Q: 3 clusters Score -216118.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -216135.406250 Penalty: 2472.075928
	Iteration 20F: 3 clusters Score -216135.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -216157.031250 Penalty: 2472.075928
	Iteration 21Q: 3 clusters Score -216157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216172.640625 Penalty: 2472.075928
	Iteration 22Q: 3 clusters Score -216172.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -216188.906250 Penalty: 2472.075928
	Iteration 23Q: 3 clusters Score -216188.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -216214.296875 Penalty: 2472.075928
	Iteration 24Q: 3 clusters Score -216214.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -216247.046875 Penalty: 2472.075928
	Iteration 25Q: 3 clusters Score -216247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -216270.656250 Penalty: 2472.075928
	Iteration 26Q: 3 clusters Score -216270.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -216286.375000 Penalty: 2472.075928
	Iteration 27Q: 3 clusters Score -216286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -216300.250000 Penalty: 2472.075928
	Iteration 28Q: 3 clusters Score -216300.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -216309.421875 Penalty: 2472.075928
	Iteration 29Q: 3 clusters Score -216309.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -216315.812500 Penalty: 2472.075928
	Iteration 30Q: 3 clusters Score -216315.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -216323.937500 Penalty: 2472.075928
	Iteration 31Q: 3 clusters Score -216323.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216332.187500 Penalty: 2472.075928
	Iteration 32Q: 3 clusters Score -216332.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -216340.687500 Penalty: 2472.075928
	Iteration 33Q: 3 clusters Score -216340.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -216353.750000 Penalty: 2472.075928
	Iteration 34Q: 3 clusters Score -216353.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -216365.625000 Penalty: 2472.075928
	Iteration 35Q: 3 clusters Score -216365.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -216373.234375 Penalty: 2472.075928
	Iteration 36Q: 3 clusters Score -216373.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -216385.359375 Penalty: 2472.075928
	Iteration 37Q: 3 clusters Score -216385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -216393.015625 Penalty: 2472.075928
	Iteration 38Q: 3 clusters Score -216393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -216394.953125 Penalty: 2472.075928
	Iteration 39Q: 3 clusters Score -216395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216397.468750 Penalty: 2472.075928
	Iteration 40F: 3 clusters Score -216397.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216401.031250 Penalty: 2472.075928
	Iteration 41Q: 3 clusters Score -216401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216401.781250 Penalty: 2472.075928
	Iteration 42Q: 3 clusters Score -216401.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -216401.781250 Penalty: 2472.075928
	Iteration 43F: 3 clusters Score -216401.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -247493.859375 Penalty: 1254.141846
	Iteration 0F: 2 clusters Score -247493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -245259.781250 Penalty: 2508.283691
	Iteration 0F: 3 clusters Score -245259.8 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245933.421875 Penalty: 2508.283691
	Iteration 1F: 3 clusters Score -245933.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -246172.500000 Penalty: 2508.283691
	Iteration 2F: 3 clusters Score -246172.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -246387.765625 Penalty: 2508.283691
	Iteration 3F: 3 clusters Score -246387.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -246610.546875 Penalty: 2508.283691
	Iteration 4F: 3 clusters Score -246610.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -246790.609375 Penalty: 2508.283691
	Iteration 5F: 3 clusters Score -246790.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -246919.718750 Penalty: 2508.283691
	Iteration 6F: 3 clusters Score -246919.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -247011.671875 Penalty: 2508.283691
	Iteration 7Q: 3 clusters Score -247011.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -247075.578125 Penalty: 2508.283691
	Iteration 8Q: 3 clusters Score -247075.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -247118.000000 Penalty: 2508.283691
	Iteration 9Q: 3 clusters Score -247118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -247144.968750 Penalty: 2508.283691
	Iteration 10Q: 3 clusters Score -247145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -247166.562500 Penalty: 2508.283691
	Iteration 11Q: 3 clusters Score -247166.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -247175.390625 Penalty: 2508.283691
	Iteration 12Q: 3 clusters Score -247175.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -247185.359375 Penalty: 2508.283691
	Iteration 13Q: 3 clusters Score -247185.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -247197.359375 Penalty: 2508.283691
	Iteration 14Q: 3 clusters Score -247197.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -247209.796875 Penalty: 2508.283691
	Iteration 15Q: 3 clusters Score -247209.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -247214.640625 Penalty: 2508.283691
	Iteration 16Q: 3 clusters Score -247214.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -247218.812500 Penalty: 2508.283691
	Iteration 17Q: 3 clusters Score -247218.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -247221.359375 Penalty: 2508.283691
	Iteration 18Q: 3 clusters Score -247221.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -247225.843750 Penalty: 2508.283691
	Iteration 19Q: 3 clusters Score -247225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -247230.015625 Penalty: 2508.283691
	Iteration 20F: 3 clusters Score -247230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -247230.312500 Penalty: 2508.283691
	Iteration 21Q: 3 clusters Score -247230.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -247230.656250 Penalty: 2508.283691
	Iteration 22Q: 3 clusters Score -247230.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -247230.656250 Penalty: 2508.283691
	Iteration 23F: 3 clusters Score -247230.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Entering Unmasked Estep 
Score: -835946.812500 Penalty: 1446.339233
	Iteration 0F: 2 clusters Score -835946.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -830518.125000 Penalty: 2892.678467
	Iteration 0F: 3 clusters Score -830518.1 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -832230.062500 Penalty: 2892.678467
	Iteration 1F: 3 clusters Score -832230.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -832516.812500 Penalty: 2892.678467
	Iteration 2F: 3 clusters Score -832516.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -832906.500000 Penalty: 2892.678467
	Iteration 3F: 3 clusters Score -832906.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -833598.812500 Penalty: 2892.678467
	Iteration 4F: 3 clusters Score -833598.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -834432.062500 Penalty: 2892.678467
	Iteration 5F: 3 clusters Score -834432.1 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -835188.875000 Penalty: 2892.678467
	Iteration 6F: 3 clusters Score -835188.9 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -835787.500000 Penalty: 2892.678467
	Iteration 7F: 3 clusters Score -835787.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -836212.375000 Penalty: 2892.678467
	Iteration 8F: 3 clusters Score -836212.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -836519.187500 Penalty: 2892.678467
	Iteration 9Q: 3 clusters Score -836519.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -836789.937500 Penalty: 2892.678467
	Iteration 10Q: 3 clusters Score -836789.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -836987.125000 Penalty: 2892.678467
	Iteration 11Q: 3 clusters Score -836987.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -837040.875000 Penalty: 2892.678467
	Iteration 12Q: 3 clusters Score -837040.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -837064.187500 Penalty: 2892.678467
	Iteration 13Q: 3 clusters Score -837064.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -837077.125000 Penalty: 2892.678467
	Iteration 14Q: 3 clusters Score -837077.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -837084.937500 Penalty: 2892.678467
	Iteration 15Q: 3 clusters Score -837084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -837092.562500 Penalty: 2892.678467
	Iteration 16Q: 3 clusters Score -837092.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -837095.187500 Penalty: 2892.678467
	Iteration 17Q: 3 clusters Score -837095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -837095.687500 Penalty: 2892.678467
	Iteration 18Q: 3 clusters Score -837095.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -837094.875000 Penalty: 2892.678467
	Iteration 19Q: 3 clusters Score -837094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -837094.875000 Penalty: 2892.678467
	Iteration 20F: 3 clusters Score -837094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 1232 members 
Entering Unmasked Estep 
Score: -40103048.000000 Penalty: 72790.960938
Splitting cluster 12 changes total score from -40099404.000000 to -40103048.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (3544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Entering Unmasked Estep 
Score: -405237.250000 Penalty: 1328.114380
	Iteration 0F: 2 clusters Score -405237.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -402199.906250 Penalty: 2656.228760
	Iteration 0F: 3 clusters Score -402199.9 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -402979.000000 Penalty: 2656.228760
	Iteration 1F: 3 clusters Score -402979 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -403119.375000 Penalty: 2656.228760
	Iteration 2F: 3 clusters Score -403119.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -403205.218750 Penalty: 2656.228760
	Iteration 3Q: 3 clusters Score -403205.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -403274.531250 Penalty: 2656.228760
	Iteration 4Q: 3 clusters Score -403274.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403321.656250 Penalty: 2656.228760
	Iteration 5Q: 3 clusters Score -403321.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -403364.906250 Penalty: 2656.228760
	Iteration 6Q: 3 clusters Score -403364.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403414.375000 Penalty: 2656.228760
	Iteration 7Q: 3 clusters Score -403414.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -403450.812500 Penalty: 2656.228760
	Iteration 8Q: 3 clusters Score -403450.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -403479.718750 Penalty: 2656.228760
	Iteration 9Q: 3 clusters Score -403479.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -403508.062500 Penalty: 2656.228760
	Iteration 10Q: 3 clusters Score -403508.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -403532.250000 Penalty: 2656.228760
	Iteration 11Q: 3 clusters Score -403532.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -403551.937500 Penalty: 2656.228760
	Iteration 12Q: 3 clusters Score -403551.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403573.593750 Penalty: 2656.228760
	Iteration 13Q: 3 clusters Score -403573.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -403601.375000 Penalty: 2656.228760
	Iteration 14Q: 3 clusters Score -403601.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -403619.250000 Penalty: 2656.228760
	Iteration 15Q: 3 clusters Score -403619.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -403630.531250 Penalty: 2656.228760
	Iteration 16Q: 3 clusters Score -403630.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -403642.812500 Penalty: 2656.228760
	Iteration 17Q: 3 clusters Score -403642.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -403654.687500 Penalty: 2656.228760
	Iteration 18Q: 3 clusters Score -403654.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -403671.312500 Penalty: 2656.228760
	Iteration 19Q: 3 clusters Score -403671.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -403687.968750 Penalty: 2656.228760
	Iteration 20F: 3 clusters Score -403688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -403707.750000 Penalty: 2656.228760
	Iteration 21Q: 3 clusters Score -403707.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -403720.625000 Penalty: 2656.228760
	Iteration 22Q: 3 clusters Score -403720.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -403738.875000 Penalty: 2656.228760
	Iteration 23Q: 3 clusters Score -403738.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -403757.968750 Penalty: 2656.228760
	Iteration 24Q: 3 clusters Score -403758 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -403783.656250 Penalty: 2656.228760
	Iteration 25Q: 3 clusters Score -403783.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -403820.500000 Penalty: 2656.228760
	Iteration 26Q: 3 clusters Score -403820.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -403856.937500 Penalty: 2656.228760
	Iteration 27Q: 3 clusters Score -403856.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -403886.781250 Penalty: 2656.228760
	Iteration 28Q: 3 clusters Score -403886.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -403917.812500 Penalty: 2656.228760
	Iteration 29Q: 3 clusters Score -403917.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -403947.250000 Penalty: 2656.228760
	Iteration 30Q: 3 clusters Score -403947.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -403973.656250 Penalty: 2656.228760
	Iteration 31Q: 3 clusters Score -403973.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -403999.281250 Penalty: 2656.228760
	Iteration 32Q: 3 clusters Score -403999.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -404013.437500 Penalty: 2656.228760
	Iteration 33Q: 3 clusters Score -404013.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -404021.500000 Penalty: 2656.228760
	Iteration 34Q: 3 clusters Score -404021.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -404028.500000 Penalty: 2656.228760
	Iteration 35Q: 3 clusters Score -404028.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -404031.281250 Penalty: 2656.228760
	Iteration 36Q: 3 clusters Score -404031.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -404036.187500 Penalty: 2656.228760
	Iteration 37Q: 3 clusters Score -404036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -404040.656250 Penalty: 2656.228760
	Iteration 38Q: 3 clusters Score -404040.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -404046.750000 Penalty: 2656.228760
	Iteration 39Q: 3 clusters Score -404046.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -404052.000000 Penalty: 2656.228760
	Iteration 40F: 3 clusters Score -404052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -404054.718750 Penalty: 2656.228760
	Iteration 41Q: 3 clusters Score -404054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -404056.593750 Penalty: 2656.228760
	Iteration 42Q: 3 clusters Score -404056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -404058.593750 Penalty: 2656.228760
	Iteration 43Q: 3 clusters Score -404058.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -404062.375000 Penalty: 2656.228760
	Iteration 44Q: 3 clusters Score -404062.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -404063.718750 Penalty: 2656.228760
	Iteration 45Q: 3 clusters Score -404063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -404067.312500 Penalty: 2656.228760
	Iteration 46Q: 3 clusters Score -404067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -404069.375000 Penalty: 2656.228760
	Iteration 47Q: 3 clusters Score -404069.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -404072.718750 Penalty: 2656.228760
	Iteration 48Q: 3 clusters Score -404072.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -404078.187500 Penalty: 2656.228760
	Iteration 49Q: 3 clusters Score -404078.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -404081.343750 Penalty: 2656.228760
	Iteration 50Q: 3 clusters Score -404081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -404083.093750 Penalty: 2656.228760
	Iteration 51Q: 3 clusters Score -404083.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -404084.750000 Penalty: 2656.228760
	Iteration 52Q: 3 clusters Score -404084.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -404086.968750 Penalty: 2656.228760
	Iteration 53Q: 3 clusters Score -404087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -404089.062500 Penalty: 2656.228760
	Iteration 54Q: 3 clusters Score -404089.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -404091.406250 Penalty: 2656.228760
	Iteration 55Q: 3 clusters Score -404091.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -404094.343750 Penalty: 2656.228760
	Iteration 56Q: 3 clusters Score -404094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -404096.500000 Penalty: 2656.228760
	Iteration 57Q: 3 clusters Score -404096.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -404097.937500 Penalty: 2656.228760
	Iteration 58Q: 3 clusters Score -404097.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -404100.875000 Penalty: 2656.228760
	Iteration 59Q: 3 clusters Score -404100.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -404104.937500 Penalty: 2656.228760
	Iteration 60F: 3 clusters Score -404104.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -404109.656250 Penalty: 2656.228760
	Iteration 61Q: 3 clusters Score -404109.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -404113.062500 Penalty: 2656.228760
	Iteration 62Q: 3 clusters Score -404113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -404115.343750 Penalty: 2656.228760
	Iteration 63Q: 3 clusters Score -404115.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -404117.656250 Penalty: 2656.228760
	Iteration 64Q: 3 clusters Score -404117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -404118.437500 Penalty: 2656.228760
	Iteration 65Q: 3 clusters Score -404118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -404119.468750 Penalty: 2656.228760
	Iteration 66Q: 3 clusters Score -404119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -404119.750000 Penalty: 2656.228760
	Iteration 67Q: 3 clusters Score -404119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -404119.687500 Penalty: 2656.228760
	Iteration 68Q: 3 clusters Score -404119.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -404120.250000 Penalty: 2656.228760
	Iteration 69Q: 3 clusters Score -404120.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -404120.656250 Penalty: 2656.228760
	Iteration 70Q: 3 clusters Score -404120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -404121.281250 Penalty: 2656.228760
	Iteration 71Q: 3 clusters Score -404121.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -404122.593750 Penalty: 2656.228760
	Iteration 72Q: 3 clusters Score -404122.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -404123.968750 Penalty: 2656.228760
	Iteration 73Q: 3 clusters Score -404124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -404126.218750 Penalty: 2656.228760
	Iteration 74Q: 3 clusters Score -404126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -404127.500000 Penalty: 2656.228760
	Iteration 75Q: 3 clusters Score -404127.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -404127.875000 Penalty: 2656.228760
	Iteration 76Q: 3 clusters Score -404127.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -404131.093750 Penalty: 2656.228760
	Iteration 77Q: 3 clusters Score -404131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -404131.968750 Penalty: 2656.228760
	Iteration 78Q: 3 clusters Score -404132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -404132.687500 Penalty: 2656.228760
	Iteration 79Q: 3 clusters Score -404132.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -404133.968750 Penalty: 2656.228760
	Iteration 80F: 3 clusters Score -404134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -404134.125000 Penalty: 2656.228760
	Iteration 81Q: 3 clusters Score -404134.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -404134.875000 Penalty: 2656.228760
	Iteration 82Q: 3 clusters Score -404134.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -404135.343750 Penalty: 2656.228760
	Iteration 83Q: 3 clusters Score -404135.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -404135.343750 Penalty: 2656.228760
	Iteration 84F: 3 clusters Score -404135.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Entering Unmasked Estep 
Score: -2531884.750000 Penalty: 1626.128784
	Iteration 0F: 2 clusters Score -2531885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -2516915.250000 Penalty: 3252.257568
	Iteration 0F: 3 clusters Score -2516915 nChanged 9973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -2523165.000000 Penalty: 3252.257568
	Iteration 1F: 3 clusters Score -2523165 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -2524256.250000 Penalty: 3252.257568
	Iteration 2F: 3 clusters Score -2524256 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2525541.000000 Penalty: 3252.257568
	Iteration 3F: 3 clusters Score -2525541 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -2526881.750000 Penalty: 3252.257568
	Iteration 4F: 3 clusters Score -2526882 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2528075.500000 Penalty: 3252.257568
	Iteration 5F: 3 clusters Score -2528076 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2529087.250000 Penalty: 3252.257568
	Iteration 6F: 3 clusters Score -2529087 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2530117.000000 Penalty: 3252.257568
	Iteration 7Q: 3 clusters Score -2530117 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -2531040.000000 Penalty: 3252.257568
	Iteration 8Q: 3 clusters Score -2531040 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2531408.750000 Penalty: 3252.257568
	Iteration 9Q: 3 clusters Score -2531409 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -2531488.500000 Penalty: 3252.257568
	Iteration 10Q: 3 clusters Score -2531488 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2531528.250000 Penalty: 3252.257568
	Iteration 11Q: 3 clusters Score -2531528 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2531534.500000 Penalty: 3252.257568
	Iteration 12Q: 3 clusters Score -2531534 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2531548.750000 Penalty: 3252.257568
	Iteration 13Q: 3 clusters Score -2531549 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2531557.500000 Penalty: 3252.257568
	Iteration 14Q: 3 clusters Score -2531558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2531556.750000 Penalty: 3252.257568
	Iteration 15Q: 3 clusters Score -2531557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2531559.250000 Penalty: 3252.257568
	Iteration 16Q: 3 clusters Score -2531559 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2531558.500000 Penalty: 3252.257568
	Iteration 17Q: 3 clusters Score -2531558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2531559.000000 Penalty: 3252.257568
	Iteration 18Q: 3 clusters Score -2531559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2531557.500000 Penalty: 3252.257568
	Iteration 19Q: 3 clusters Score -2531558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2531556.750000 Penalty: 3252.257568
	Iteration 20F: 3 clusters Score -2531557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2531559.000000 Penalty: 3252.257568
	Iteration 21Q: 3 clusters Score -2531559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2531557.750000 Penalty: 3252.257568
	Iteration 22Q: 3 clusters Score -2531558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2531559.250000 Penalty: 3252.257568
	Iteration 23Q: 3 clusters Score -2531559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2531559.250000 Penalty: 3252.257568
	Iteration 24Q: 3 clusters Score -2531559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2531559.750000 Penalty: 3252.257568
	Iteration 25Q: 3 clusters Score -2531560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2531558.750000 Penalty: 3252.257568
	Iteration 26Q: 3 clusters Score -2531559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2531557.500000 Penalty: 3252.257568
	Iteration 27Q: 3 clusters Score -2531558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2531553.500000 Penalty: 3252.257568
	Iteration 28Q: 3 clusters Score -2531554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2531550.750000 Penalty: 3252.257568
	Iteration 29Q: 3 clusters Score -2531551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2531552.250000 Penalty: 3252.257568
	Iteration 30Q: 3 clusters Score -2531552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2531550.750000 Penalty: 3252.257568
	Iteration 31Q: 3 clusters Score -2531551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2531551.750000 Penalty: 3252.257568
	Iteration 32Q: 3 clusters Score -2531552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2531551.750000 Penalty: 3252.257568
	Iteration 33F: 3 clusters Score -2531552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Entering Unmasked Estep 
Score: -1837624.125000 Penalty: 1573.441406
	Iteration 0F: 2 clusters Score -1837624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1826467.125000 Penalty: 3146.882812
	Iteration 0F: 3 clusters Score -1826467 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1830559.000000 Penalty: 3146.882812
	Iteration 1F: 3 clusters Score -1830559 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1830956.500000 Penalty: 3146.882812
	Iteration 2F: 3 clusters Score -1830956 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1831309.375000 Penalty: 3146.882812
	Iteration 3F: 3 clusters Score -1831309 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1831688.125000 Penalty: 3146.882812
	Iteration 4Q: 3 clusters Score -1831688 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1832122.875000 Penalty: 3146.882812
	Iteration 5Q: 3 clusters Score -1832123 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1832620.125000 Penalty: 3146.882812
	Iteration 6F: 3 clusters Score -1832620 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1833096.125000 Penalty: 3146.882812
	Iteration 7Q: 3 clusters Score -1833096 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1833547.625000 Penalty: 3146.882812
	Iteration 8Q: 3 clusters Score -1833548 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1833955.500000 Penalty: 3146.882812
	Iteration 9Q: 3 clusters Score -1833956 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1834291.625000 Penalty: 3146.882812
	Iteration 10Q: 3 clusters Score -1834292 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1834627.750000 Penalty: 3146.882812
	Iteration 11Q: 3 clusters Score -1834628 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1835037.500000 Penalty: 3146.882812
	Iteration 12Q: 3 clusters Score -1835038 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1835432.125000 Penalty: 3146.882812
	Iteration 13Q: 3 clusters Score -1835432 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1835724.750000 Penalty: 3146.882812
	Iteration 14Q: 3 clusters Score -1835725 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1835878.125000 Penalty: 3146.882812
	Iteration 15Q: 3 clusters Score -1835878 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1835953.625000 Penalty: 3146.882812
	Iteration 16Q: 3 clusters Score -1835954 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1835995.250000 Penalty: 3146.882812
	Iteration 17Q: 3 clusters Score -1835995 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1836021.125000 Penalty: 3146.882812
	Iteration 18Q: 3 clusters Score -1836021 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1836028.625000 Penalty: 3146.882812
	Iteration 19Q: 3 clusters Score -1836029 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1836034.875000 Penalty: 3146.882812
	Iteration 20F: 3 clusters Score -1836035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1836044.250000 Penalty: 3146.882812
	Iteration 21Q: 3 clusters Score -1836044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1836052.000000 Penalty: 3146.882812
	Iteration 22Q: 3 clusters Score -1836052 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1836057.500000 Penalty: 3146.882812
	Iteration 23Q: 3 clusters Score -1836058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1836061.875000 Penalty: 3146.882812
	Iteration 24Q: 3 clusters Score -1836062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1836064.250000 Penalty: 3146.882812
	Iteration 25Q: 3 clusters Score -1836064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1836068.000000 Penalty: 3146.882812
	Iteration 26Q: 3 clusters Score -1836068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1836070.250000 Penalty: 3146.882812
	Iteration 27Q: 3 clusters Score -1836070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1836071.375000 Penalty: 3146.882812
	Iteration 28Q: 3 clusters Score -1836071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1836075.375000 Penalty: 3146.882812
	Iteration 29Q: 3 clusters Score -1836075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1836074.500000 Penalty: 3146.882812
	Iteration 30Q: 3 clusters Score -1836074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1836077.500000 Penalty: 3146.882812
	Iteration 31Q: 3 clusters Score -1836078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1836080.375000 Penalty: 3146.882812
	Iteration 32Q: 3 clusters Score -1836080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1836078.750000 Penalty: 3146.882812
	Iteration 33Q: 3 clusters Score -1836079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1836079.500000 Penalty: 3146.882812
	Iteration 34Q: 3 clusters Score -1836080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1836081.125000 Penalty: 3146.882812
	Iteration 35Q: 3 clusters Score -1836081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1836079.250000 Penalty: 3146.882812
	Iteration 36Q: 3 clusters Score -1836079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1836080.875000 Penalty: 3146.882812
	Iteration 37Q: 3 clusters Score -1836081 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1836085.500000 Penalty: 3146.882812
	Iteration 38Q: 3 clusters Score -1836086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1836091.875000 Penalty: 3146.882812
	Iteration 39Q: 3 clusters Score -1836092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1836099.625000 Penalty: 3146.882812
	Iteration 40F: 3 clusters Score -1836100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1836101.625000 Penalty: 3146.882812
	Iteration 41Q: 3 clusters Score -1836102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1836097.500000 Penalty: 3146.882812
	Iteration 42Q: 3 clusters Score -1836098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1836103.625000 Penalty: 3146.882812
	Iteration 43Q: 3 clusters Score -1836104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1836104.250000 Penalty: 3146.882812
	Iteration 44Q: 3 clusters Score -1836104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1836108.875000 Penalty: 3146.882812
	Iteration 45Q: 3 clusters Score -1836109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1836119.000000 Penalty: 3146.882812
	Iteration 46Q: 3 clusters Score -1836119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1836121.375000 Penalty: 3146.882812
	Iteration 47Q: 3 clusters Score -1836121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1836131.875000 Penalty: 3146.882812
	Iteration 48Q: 3 clusters Score -1836132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1836136.625000 Penalty: 3146.882812
	Iteration 49Q: 3 clusters Score -1836137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1836144.125000 Penalty: 3146.882812
	Iteration 50Q: 3 clusters Score -1836144 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1836156.125000 Penalty: 3146.882812
	Iteration 51Q: 3 clusters Score -1836156 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1836176.500000 Penalty: 3146.882812
	Iteration 52Q: 3 clusters Score -1836176 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1836191.500000 Penalty: 3146.882812
	Iteration 53Q: 3 clusters Score -1836192 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1836219.250000 Penalty: 3146.882812
	Iteration 54Q: 3 clusters Score -1836219 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1836242.125000 Penalty: 3146.882812
	Iteration 55Q: 3 clusters Score -1836242 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1836270.875000 Penalty: 3146.882812
	Iteration 56Q: 3 clusters Score -1836271 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1836300.000000 Penalty: 3146.882812
	Iteration 57Q: 3 clusters Score -1836300 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1836331.250000 Penalty: 3146.882812
	Iteration 58Q: 3 clusters Score -1836331 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1836355.375000 Penalty: 3146.882812
	Iteration 59Q: 3 clusters Score -1836355 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1836380.625000 Penalty: 3146.882812
	Iteration 60F: 3 clusters Score -1836381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1836406.250000 Penalty: 3146.882812
	Iteration 61Q: 3 clusters Score -1836406 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1836424.625000 Penalty: 3146.882812
	Iteration 62Q: 3 clusters Score -1836425 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1836441.500000 Penalty: 3146.882812
	Iteration 63Q: 3 clusters Score -1836442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1836460.625000 Penalty: 3146.882812
	Iteration 64Q: 3 clusters Score -1836461 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1836479.750000 Penalty: 3146.882812
	Iteration 65Q: 3 clusters Score -1836480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1836492.250000 Penalty: 3146.882812
	Iteration 66Q: 3 clusters Score -1836492 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1836506.625000 Penalty: 3146.882812
	Iteration 67Q: 3 clusters Score -1836507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1836521.000000 Penalty: 3146.882812
	Iteration 68Q: 3 clusters Score -1836521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1836527.125000 Penalty: 3146.882812
	Iteration 69Q: 3 clusters Score -1836527 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1836543.250000 Penalty: 3146.882812
	Iteration 70Q: 3 clusters Score -1836543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1836554.500000 Penalty: 3146.882812
	Iteration 71Q: 3 clusters Score -1836554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1836569.250000 Penalty: 3146.882812
	Iteration 72Q: 3 clusters Score -1836569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1836574.375000 Penalty: 3146.882812
	Iteration 73Q: 3 clusters Score -1836574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1836584.625000 Penalty: 3146.882812
	Iteration 74Q: 3 clusters Score -1836585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1836587.750000 Penalty: 3146.882812
	Iteration 75Q: 3 clusters Score -1836588 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -1836595.125000 Penalty: 3146.882812
	Iteration 76Q: 3 clusters Score -1836595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1836599.875000 Penalty: 3146.882812
	Iteration 77Q: 3 clusters Score -1836600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1836603.375000 Penalty: 3146.882812
	Iteration 78Q: 3 clusters Score -1836603 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1836610.750000 Penalty: 3146.882812
	Iteration 79Q: 3 clusters Score -1836611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1836615.750000 Penalty: 3146.882812
	Iteration 80F: 3 clusters Score -1836616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1836616.375000 Penalty: 3146.882812
	Iteration 81Q: 3 clusters Score -1836616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1836619.125000 Penalty: 3146.882812
	Iteration 82Q: 3 clusters Score -1836619 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1836621.500000 Penalty: 3146.882812
	Iteration 83Q: 3 clusters Score -1836622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1836621.375000 Penalty: 3146.882812
	Iteration 84Q: 3 clusters Score -1836621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1836628.125000 Penalty: 3146.882812
	Iteration 85Q: 3 clusters Score -1836628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1836630.250000 Penalty: 3146.882812
	Iteration 86Q: 3 clusters Score -1836630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1836631.875000 Penalty: 3146.882812
	Iteration 87Q: 3 clusters Score -1836632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1836631.875000 Penalty: 3146.882812
	Iteration 88Q: 3 clusters Score -1836632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1836634.500000 Penalty: 3146.882812
	Iteration 89Q: 3 clusters Score -1836634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1836637.500000 Penalty: 3146.882812
	Iteration 90Q: 3 clusters Score -1836638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1836635.625000 Penalty: 3146.882812
	Iteration 91Q: 3 clusters Score -1836636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1836638.000000 Penalty: 3146.882812
	Iteration 92Q: 3 clusters Score -1836638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1836641.875000 Penalty: 3146.882812
	Iteration 93Q: 3 clusters Score -1836642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1836641.625000 Penalty: 3146.882812
	Iteration 94Q: 3 clusters Score -1836642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1836637.875000 Penalty: 3146.882812
	Iteration 95Q: 3 clusters Score -1836638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1836640.375000 Penalty: 3146.882812
	Iteration 96Q: 3 clusters Score -1836640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1836641.500000 Penalty: 3146.882812
	Iteration 97Q: 3 clusters Score -1836642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1836641.000000 Penalty: 3146.882812
	Iteration 98Q: 3 clusters Score -1836641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1836644.625000 Penalty: 3146.882812
	Iteration 99Q: 3 clusters Score -1836645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1836650.625000 Penalty: 3146.882812
	Iteration 100F: 3 clusters Score -1836651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -1836650.500000 Penalty: 3146.882812
	Iteration 101Q: 3 clusters Score -1836650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1836649.125000 Penalty: 3146.882812
	Iteration 102Q: 3 clusters Score -1836649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1836652.500000 Penalty: 3146.882812
	Iteration 103Q: 3 clusters Score -1836652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1836654.125000 Penalty: 3146.882812
	Iteration 104Q: 3 clusters Score -1836654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1836655.875000 Penalty: 3146.882812
	Iteration 105Q: 3 clusters Score -1836656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1836652.875000 Penalty: 3146.882812
	Iteration 106Q: 3 clusters Score -1836653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1836658.875000 Penalty: 3146.882812
	Iteration 107Q: 3 clusters Score -1836659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1836657.500000 Penalty: 3146.882812
	Iteration 108Q: 3 clusters Score -1836658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1836658.625000 Penalty: 3146.882812
	Iteration 109Q: 3 clusters Score -1836659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1836659.375000 Penalty: 3146.882812
	Iteration 110Q: 3 clusters Score -1836659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1836658.125000 Penalty: 3146.882812
	Iteration 111Q: 3 clusters Score -1836658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1836659.625000 Penalty: 3146.882812
	Iteration 112Q: 3 clusters Score -1836660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1836658.250000 Penalty: 3146.882812
	Iteration 113Q: 3 clusters Score -1836658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1836656.250000 Penalty: 3146.882812
	Iteration 114Q: 3 clusters Score -1836656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1836657.000000 Penalty: 3146.882812
	Iteration 115Q: 3 clusters Score -1836657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1836661.125000 Penalty: 3146.882812
	Iteration 116Q: 3 clusters Score -1836661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1836659.875000 Penalty: 3146.882812
	Iteration 117Q: 3 clusters Score -1836660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1836659.625000 Penalty: 3146.882812
	Iteration 118Q: 3 clusters Score -1836660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1836662.250000 Penalty: 3146.882812
	Iteration 119Q: 3 clusters Score -1836662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1836661.375000 Penalty: 3146.882812
	Iteration 120F: 3 clusters Score -1836661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1836663.750000 Penalty: 3146.882812
	Iteration 121Q: 3 clusters Score -1836664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1836662.500000 Penalty: 3146.882812
	Iteration 122Q: 3 clusters Score -1836662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1836663.750000 Penalty: 3146.882812
	Iteration 123Q: 3 clusters Score -1836664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1836663.000000 Penalty: 3146.882812
	Iteration 124Q: 3 clusters Score -1836663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1836663.875000 Penalty: 3146.882812
	Iteration 125Q: 3 clusters Score -1836664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1836663.875000 Penalty: 3146.882812
	Iteration 126Q: 3 clusters Score -1836664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1836662.375000 Penalty: 3146.882812
	Iteration 127Q: 3 clusters Score -1836662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1836662.375000 Penalty: 3146.882812
	Iteration 128F: 3 clusters Score -1836662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -256292.609375 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -256292.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -254034.609375 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -254034.6 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -254690.734375 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -254690.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -254922.250000 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -254922.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -255180.343750 Penalty: 2517.125977
	Iteration 3F: 3 clusters Score -255180.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -255494.250000 Penalty: 2517.125977
	Iteration 4F: 3 clusters Score -255494.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -255737.296875 Penalty: 2517.125977
	Iteration 5F: 3 clusters Score -255737.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -255871.984375 Penalty: 2517.125977
	Iteration 6Q: 3 clusters Score -255872 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -255936.437500 Penalty: 2517.125977
	Iteration 7Q: 3 clusters Score -255936.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -255979.140625 Penalty: 2517.125977
	Iteration 8Q: 3 clusters Score -255979.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -255999.031250 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -255999 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256007.593750 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -256007.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -256012.812500 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -256012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -256014.515625 Penalty: 2517.125977
	Iteration 12Q: 3 clusters Score -256014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -256014.703125 Penalty: 2517.125977
	Iteration 13Q: 3 clusters Score -256014.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256015.203125 Penalty: 2517.125977
	Iteration 14Q: 3 clusters Score -256015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -256015.203125 Penalty: 2517.125977
	Iteration 15F: 3 clusters Score -256015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -744883.937500 Penalty: 1429.797974
	Iteration 0F: 2 clusters Score -744883.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -739896.937500 Penalty: 2859.595947
	Iteration 0F: 3 clusters Score -739896.9 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -741672.812500 Penalty: 2859.595947
	Iteration 1F: 3 clusters Score -741672.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -742699.062500 Penalty: 2859.595947
	Iteration 2F: 3 clusters Score -742699.1 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -744121.312500 Penalty: 2859.595947
	Iteration 3F: 3 clusters Score -744121.3 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -744828.500000 Penalty: 2859.595947
	Iteration 4F: 3 clusters Score -744828.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -745186.625000 Penalty: 2859.595947
	Iteration 5F: 3 clusters Score -745186.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -745496.750000 Penalty: 2859.595947
	Iteration 6Q: 3 clusters Score -745496.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -745858.562500 Penalty: 2859.595947
	Iteration 7Q: 3 clusters Score -745858.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -746073.187500 Penalty: 2859.595947
	Iteration 8Q: 3 clusters Score -746073.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -746170.562500 Penalty: 2859.595947
	Iteration 9Q: 3 clusters Score -746170.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -746219.312500 Penalty: 2859.595947
	Iteration 10Q: 3 clusters Score -746219.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -746249.125000 Penalty: 2859.595947
	Iteration 11Q: 3 clusters Score -746249.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -746263.062500 Penalty: 2859.595947
	Iteration 12Q: 3 clusters Score -746263.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -746271.875000 Penalty: 2859.595947
	Iteration 13Q: 3 clusters Score -746271.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -746275.750000 Penalty: 2859.595947
	Iteration 14Q: 3 clusters Score -746275.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -746280.375000 Penalty: 2859.595947
	Iteration 15Q: 3 clusters Score -746280.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -746283.312500 Penalty: 2859.595947
	Iteration 16Q: 3 clusters Score -746283.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -746285.250000 Penalty: 2859.595947
	Iteration 17Q: 3 clusters Score -746285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -746285.875000 Penalty: 2859.595947
	Iteration 18Q: 3 clusters Score -746285.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -746289.687500 Penalty: 2859.595947
	Iteration 19Q: 3 clusters Score -746289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -746291.000000 Penalty: 2859.595947
	Iteration 20F: 3 clusters Score -746291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -746293.937500 Penalty: 2859.595947
	Iteration 21Q: 3 clusters Score -746293.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -746300.375000 Penalty: 2859.595947
	Iteration 22Q: 3 clusters Score -746300.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -746312.125000 Penalty: 2859.595947
	Iteration 23Q: 3 clusters Score -746312.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -746335.812500 Penalty: 2859.595947
	Iteration 24Q: 3 clusters Score -746335.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -746382.250000 Penalty: 2859.595947
	Iteration 25Q: 3 clusters Score -746382.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -746448.250000 Penalty: 2859.595947
	Iteration 26Q: 3 clusters Score -746448.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -746567.187500 Penalty: 2859.595947
	Iteration 27Q: 3 clusters Score -746567.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -746635.625000 Penalty: 2859.595947
	Iteration 28Q: 3 clusters Score -746635.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -746654.750000 Penalty: 2859.595947
	Iteration 29Q: 3 clusters Score -746654.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -746658.125000 Penalty: 2859.595947
	Iteration 30Q: 3 clusters Score -746658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -746658.937500 Penalty: 2859.595947
	Iteration 31Q: 3 clusters Score -746658.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -746658.312500 Penalty: 2859.595947
	Iteration 32Q: 3 clusters Score -746658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -746658.312500 Penalty: 2859.595947
	Iteration 33F: 3 clusters Score -746658.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 11735 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 5562 members 
Entering Unmasked Estep 
Score: -40104176.000000 Penalty: 74870.703125
Splitting cluster 17 changes total score from -40099404.000000 to -40104176.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 18 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1174794.500000 Penalty: 1503.957397
	Iteration 0F: 2 clusters Score -1174794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1167289.500000 Penalty: 3007.914795
	Iteration 0F: 3 clusters Score -1167290 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1169936.000000 Penalty: 3007.914795
	Iteration 1F: 3 clusters Score -1169936 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1170580.125000 Penalty: 3007.914795
	Iteration 2F: 3 clusters Score -1170580 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1171317.500000 Penalty: 3007.914795
	Iteration 3F: 3 clusters Score -1171318 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1172062.750000 Penalty: 3007.914795
	Iteration 4F: 3 clusters Score -1172063 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1172691.000000 Penalty: 3007.914795
	Iteration 5F: 3 clusters Score -1172691 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1173140.500000 Penalty: 3007.914795
	Iteration 6F: 3 clusters Score -1173140 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1173459.750000 Penalty: 3007.914795
	Iteration 7Q: 3 clusters Score -1173460 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1173692.625000 Penalty: 3007.914795
	Iteration 8Q: 3 clusters Score -1173693 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1173839.375000 Penalty: 3007.914795
	Iteration 9Q: 3 clusters Score -1173839 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1173935.125000 Penalty: 3007.914795
	Iteration 10Q: 3 clusters Score -1173935 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1174003.625000 Penalty: 3007.914795
	Iteration 11Q: 3 clusters Score -1174004 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1174048.000000 Penalty: 3007.914795
	Iteration 12Q: 3 clusters Score -1174048 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1174082.250000 Penalty: 3007.914795
	Iteration 13Q: 3 clusters Score -1174082 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1174110.750000 Penalty: 3007.914795
	Iteration 14Q: 3 clusters Score -1174111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1174134.625000 Penalty: 3007.914795
	Iteration 15Q: 3 clusters Score -1174135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1174144.250000 Penalty: 3007.914795
	Iteration 16Q: 3 clusters Score -1174144 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1174158.000000 Penalty: 3007.914795
	Iteration 17Q: 3 clusters Score -1174158 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1174171.250000 Penalty: 3007.914795
	Iteration 18Q: 3 clusters Score -1174171 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1174183.375000 Penalty: 3007.914795
	Iteration 19Q: 3 clusters Score -1174183 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1174192.750000 Penalty: 3007.914795
	Iteration 20F: 3 clusters Score -1174193 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1174198.000000 Penalty: 3007.914795
	Iteration 21Q: 3 clusters Score -1174198 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1174202.750000 Penalty: 3007.914795
	Iteration 22Q: 3 clusters Score -1174203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1174206.125000 Penalty: 3007.914795
	Iteration 23Q: 3 clusters Score -1174206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1174209.250000 Penalty: 3007.914795
	Iteration 24Q: 3 clusters Score -1174209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1174212.000000 Penalty: 3007.914795
	Iteration 25Q: 3 clusters Score -1174212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1174216.375000 Penalty: 3007.914795
	Iteration 26Q: 3 clusters Score -1174216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1174214.375000 Penalty: 3007.914795
	Iteration 27Q: 3 clusters Score -1174214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1174219.125000 Penalty: 3007.914795
	Iteration 28Q: 3 clusters Score -1174219 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1174217.375000 Penalty: 3007.914795
	Iteration 29Q: 3 clusters Score -1174217 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1174220.250000 Penalty: 3007.914795
	Iteration 30Q: 3 clusters Score -1174220 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1174229.375000 Penalty: 3007.914795
	Iteration 31Q: 3 clusters Score -1174229 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1174234.375000 Penalty: 3007.914795
	Iteration 32Q: 3 clusters Score -1174234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1174238.250000 Penalty: 3007.914795
	Iteration 33Q: 3 clusters Score -1174238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1174242.500000 Penalty: 3007.914795
	Iteration 34Q: 3 clusters Score -1174242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1174252.125000 Penalty: 3007.914795
	Iteration 35Q: 3 clusters Score -1174252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1174258.250000 Penalty: 3007.914795
	Iteration 36Q: 3 clusters Score -1174258 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1174262.125000 Penalty: 3007.914795
	Iteration 37Q: 3 clusters Score -1174262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1174273.250000 Penalty: 3007.914795
	Iteration 38Q: 3 clusters Score -1174273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1174284.000000 Penalty: 3007.914795
	Iteration 39Q: 3 clusters Score -1174284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1174289.375000 Penalty: 3007.914795
	Iteration 40F: 3 clusters Score -1174289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1174301.000000 Penalty: 3007.914795
	Iteration 41Q: 3 clusters Score -1174301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1174309.250000 Penalty: 3007.914795
	Iteration 42Q: 3 clusters Score -1174309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1174323.875000 Penalty: 3007.914795
	Iteration 43Q: 3 clusters Score -1174324 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1174338.125000 Penalty: 3007.914795
	Iteration 44Q: 3 clusters Score -1174338 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1174350.875000 Penalty: 3007.914795
	Iteration 45Q: 3 clusters Score -1174351 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1174370.250000 Penalty: 3007.914795
	Iteration 46Q: 3 clusters Score -1174370 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1174390.125000 Penalty: 3007.914795
	Iteration 47Q: 3 clusters Score -1174390 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1174406.250000 Penalty: 3007.914795
	Iteration 48Q: 3 clusters Score -1174406 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1174427.875000 Penalty: 3007.914795
	Iteration 49Q: 3 clusters Score -1174428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1174444.750000 Penalty: 3007.914795
	Iteration 50Q: 3 clusters Score -1174445 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1174466.375000 Penalty: 3007.914795
	Iteration 51Q: 3 clusters Score -1174466 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1174485.125000 Penalty: 3007.914795
	Iteration 52Q: 3 clusters Score -1174485 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1174513.375000 Penalty: 3007.914795
	Iteration 53Q: 3 clusters Score -1174513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1174537.625000 Penalty: 3007.914795
	Iteration 54Q: 3 clusters Score -1174538 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1174552.875000 Penalty: 3007.914795
	Iteration 55Q: 3 clusters Score -1174553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1174565.875000 Penalty: 3007.914795
	Iteration 56Q: 3 clusters Score -1174566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1174568.500000 Penalty: 3007.914795
	Iteration 57Q: 3 clusters Score -1174568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1174578.375000 Penalty: 3007.914795
	Iteration 58Q: 3 clusters Score -1174578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1174582.875000 Penalty: 3007.914795
	Iteration 59Q: 3 clusters Score -1174583 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1174589.875000 Penalty: 3007.914795
	Iteration 60F: 3 clusters Score -1174590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1174595.625000 Penalty: 3007.914795
	Iteration 61Q: 3 clusters Score -1174596 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1174602.750000 Penalty: 3007.914795
	Iteration 62Q: 3 clusters Score -1174603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1174608.625000 Penalty: 3007.914795
	Iteration 63Q: 3 clusters Score -1174609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1174613.000000 Penalty: 3007.914795
	Iteration 64Q: 3 clusters Score -1174613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1174614.875000 Penalty: 3007.914795
	Iteration 65Q: 3 clusters Score -1174615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1174615.250000 Penalty: 3007.914795
	Iteration 66Q: 3 clusters Score -1174615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1174616.875000 Penalty: 3007.914795
	Iteration 67Q: 3 clusters Score -1174617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1174615.625000 Penalty: 3007.914795
	Iteration 68Q: 3 clusters Score -1174616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1174615.000000 Penalty: 3007.914795
	Iteration 69Q: 3 clusters Score -1174615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1174618.750000 Penalty: 3007.914795
	Iteration 70Q: 3 clusters Score -1174619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1174617.125000 Penalty: 3007.914795
	Iteration 71Q: 3 clusters Score -1174617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1174616.500000 Penalty: 3007.914795
	Iteration 72Q: 3 clusters Score -1174616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1174617.625000 Penalty: 3007.914795
	Iteration 73Q: 3 clusters Score -1174618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1174621.375000 Penalty: 3007.914795
	Iteration 74Q: 3 clusters Score -1174621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1174622.875000 Penalty: 3007.914795
	Iteration 75Q: 3 clusters Score -1174623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1174622.875000 Penalty: 3007.914795
	Iteration 76Q: 3 clusters Score -1174623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1174622.875000 Penalty: 3007.914795
	Iteration 77F: 3 clusters Score -1174623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Entering Unmasked Estep 
Score: -1338358.625000 Penalty: 1522.678711
	Iteration 0F: 2 clusters Score -1338359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1330159.250000 Penalty: 3045.357422
	Iteration 0F: 3 clusters Score -1330159 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1332924.125000 Penalty: 3045.357422
	Iteration 1F: 3 clusters Score -1332924 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1333250.000000 Penalty: 3045.357422
	Iteration 2F: 3 clusters Score -1333250 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1333657.875000 Penalty: 3045.357422
	Iteration 3F: 3 clusters Score -1333658 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1334378.125000 Penalty: 3045.357422
	Iteration 4F: 3 clusters Score -1334378 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1335937.000000 Penalty: 3045.357422
	Iteration 5F: 3 clusters Score -1335937 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1338165.125000 Penalty: 3045.357422
	Iteration 6F: 3 clusters Score -1338165 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1339489.125000 Penalty: 3045.357422
	Iteration 7F: 3 clusters Score -1339489 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1340319.500000 Penalty: 3045.357422
	Iteration 8F: 3 clusters Score -1340320 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1341053.000000 Penalty: 3045.357422
	Iteration 9Q: 3 clusters Score -1341053 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1341792.125000 Penalty: 3045.357422
	Iteration 10Q: 3 clusters Score -1341792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1342171.625000 Penalty: 3045.357422
	Iteration 11Q: 3 clusters Score -1342172 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1342303.375000 Penalty: 3045.357422
	Iteration 12Q: 3 clusters Score -1342303 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1342346.250000 Penalty: 3045.357422
	Iteration 13Q: 3 clusters Score -1342346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1342368.250000 Penalty: 3045.357422
	Iteration 14Q: 3 clusters Score -1342368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1342379.625000 Penalty: 3045.357422
	Iteration 15Q: 3 clusters Score -1342380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1342389.000000 Penalty: 3045.357422
	Iteration 16Q: 3 clusters Score -1342389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1342389.625000 Penalty: 3045.357422
	Iteration 17Q: 3 clusters Score -1342390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1342388.625000 Penalty: 3045.357422
	Iteration 18Q: 3 clusters Score -1342389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1342391.125000 Penalty: 3045.357422
	Iteration 19Q: 3 clusters Score -1342391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1342392.250000 Penalty: 3045.357422
	Iteration 20F: 3 clusters Score -1342392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1342391.750000 Penalty: 3045.357422
	Iteration 21Q: 3 clusters Score -1342392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1342393.625000 Penalty: 3045.357422
	Iteration 22Q: 3 clusters Score -1342394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1342394.000000 Penalty: 3045.357422
	Iteration 23Q: 3 clusters Score -1342394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1342394.750000 Penalty: 3045.357422
	Iteration 24Q: 3 clusters Score -1342395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1342394.375000 Penalty: 3045.357422
	Iteration 25Q: 3 clusters Score -1342394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1342394.375000 Penalty: 3045.357422
	Iteration 26F: 3 clusters Score -1342394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 9101 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 50887 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 5562 members 
Mstep: Class 37 contains 2634 members 
Entering Unmasked Estep 
Score: -40107844.000000 Penalty: 76950.445312
Splitting cluster 19 changes total score from -40099404.000000 to -40107844.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -334991.218750 Penalty: 1316.128296
	Iteration 0F: 2 clusters Score -334991.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -332159.312500 Penalty: 2632.256592
	Iteration 0F: 3 clusters Score -332159.3 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -333016.375000 Penalty: 2632.256592
	Iteration 1F: 3 clusters Score -333016.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -333277.437500 Penalty: 2632.256592
	Iteration 2F: 3 clusters Score -333277.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -333478.218750 Penalty: 2632.256592
	Iteration 3F: 3 clusters Score -333478.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -333658.406250 Penalty: 2632.256592
	Iteration 4F: 3 clusters Score -333658.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -333777.062500 Penalty: 2632.256592
	Iteration 5Q: 3 clusters Score -333777.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -333854.187500 Penalty: 2632.256592
	Iteration 6Q: 3 clusters Score -333854.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -333921.125000 Penalty: 2632.256592
	Iteration 7Q: 3 clusters Score -333921.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -333990.937500 Penalty: 2632.256592
	Iteration 8Q: 3 clusters Score -333990.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -334034.562500 Penalty: 2632.256592
	Iteration 9Q: 3 clusters Score -334034.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -334061.531250 Penalty: 2632.256592
	Iteration 10Q: 3 clusters Score -334061.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -334084.218750 Penalty: 2632.256592
	Iteration 11Q: 3 clusters Score -334084.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -334108.218750 Penalty: 2632.256592
	Iteration 12Q: 3 clusters Score -334108.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -334126.718750 Penalty: 2632.256592
	Iteration 13Q: 3 clusters Score -334126.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -334151.218750 Penalty: 2632.256592
	Iteration 14Q: 3 clusters Score -334151.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -334173.843750 Penalty: 2632.256592
	Iteration 15Q: 3 clusters Score -334173.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -334183.750000 Penalty: 2632.256592
	Iteration 16Q: 3 clusters Score -334183.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -334192.187500 Penalty: 2632.256592
	Iteration 17Q: 3 clusters Score -334192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -334194.218750 Penalty: 2632.256592
	Iteration 18Q: 3 clusters Score -334194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -334195.281250 Penalty: 2632.256592
	Iteration 19Q: 3 clusters Score -334195.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -334195.468750 Penalty: 2632.256592
	Iteration 20F: 3 clusters Score -334195.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334196.218750 Penalty: 2632.256592
	Iteration 21Q: 3 clusters Score -334196.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -334196.218750 Penalty: 2632.256592
	Iteration 22F: 3 clusters Score -334196.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Entering Unmasked Estep 
Score: -1399750.750000 Penalty: 1531.649048
	Iteration 0F: 2 clusters Score -1399751 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1391055.750000 Penalty: 3063.298096
	Iteration 0F: 3 clusters Score -1391056 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1393987.750000 Penalty: 3063.298096
	Iteration 1F: 3 clusters Score -1393988 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1394372.375000 Penalty: 3063.298096
	Iteration 2F: 3 clusters Score -1394372 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1394764.875000 Penalty: 3063.298096
	Iteration 3F: 3 clusters Score -1394765 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1395215.500000 Penalty: 3063.298096
	Iteration 4F: 3 clusters Score -1395216 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1395670.125000 Penalty: 3063.298096
	Iteration 5F: 3 clusters Score -1395670 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1396145.500000 Penalty: 3063.298096
	Iteration 6F: 3 clusters Score -1396146 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1396628.000000 Penalty: 3063.298096
	Iteration 7F: 3 clusters Score -1396628 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1397098.000000 Penalty: 3063.298096
	Iteration 8Q: 3 clusters Score -1397098 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1397531.750000 Penalty: 3063.298096
	Iteration 9Q: 3 clusters Score -1397532 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1397821.875000 Penalty: 3063.298096
	Iteration 10Q: 3 clusters Score -1397822 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1397992.000000 Penalty: 3063.298096
	Iteration 11Q: 3 clusters Score -1397992 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1398105.875000 Penalty: 3063.298096
	Iteration 12Q: 3 clusters Score -1398106 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1398211.875000 Penalty: 3063.298096
	Iteration 13Q: 3 clusters Score -1398212 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1398282.125000 Penalty: 3063.298096
	Iteration 14Q: 3 clusters Score -1398282 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1398351.375000 Penalty: 3063.298096
	Iteration 15Q: 3 clusters Score -1398351 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1398417.125000 Penalty: 3063.298096
	Iteration 16Q: 3 clusters Score -1398417 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1398472.625000 Penalty: 3063.298096
	Iteration 17Q: 3 clusters Score -1398473 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1398508.125000 Penalty: 3063.298096
	Iteration 18Q: 3 clusters Score -1398508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1398527.875000 Penalty: 3063.298096
	Iteration 19Q: 3 clusters Score -1398528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1398539.750000 Penalty: 3063.298096
	Iteration 20F: 3 clusters Score -1398540 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1398544.375000 Penalty: 3063.298096
	Iteration 21Q: 3 clusters Score -1398544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1398553.750000 Penalty: 3063.298096
	Iteration 22Q: 3 clusters Score -1398554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1398556.500000 Penalty: 3063.298096
	Iteration 23Q: 3 clusters Score -1398556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1398558.625000 Penalty: 3063.298096
	Iteration 24Q: 3 clusters Score -1398559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1398562.375000 Penalty: 3063.298096
	Iteration 25Q: 3 clusters Score -1398562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -1398566.250000 Penalty: 3063.298096
	Iteration 26Q: 3 clusters Score -1398566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1398568.250000 Penalty: 3063.298096
	Iteration 27Q: 3 clusters Score -1398568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1398573.750000 Penalty: 3063.298096
	Iteration 28Q: 3 clusters Score -1398574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1398579.250000 Penalty: 3063.298096
	Iteration 29Q: 3 clusters Score -1398579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1398580.875000 Penalty: 3063.298096
	Iteration 30Q: 3 clusters Score -1398581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1398580.500000 Penalty: 3063.298096
	Iteration 31Q: 3 clusters Score -1398580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1398584.375000 Penalty: 3063.298096
	Iteration 32Q: 3 clusters Score -1398584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1398587.500000 Penalty: 3063.298096
	Iteration 33Q: 3 clusters Score -1398588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1398587.875000 Penalty: 3063.298096
	Iteration 34Q: 3 clusters Score -1398588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1398594.500000 Penalty: 3063.298096
	Iteration 35Q: 3 clusters Score -1398594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -1398596.750000 Penalty: 3063.298096
	Iteration 36Q: 3 clusters Score -1398597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1398597.375000 Penalty: 3063.298096
	Iteration 37Q: 3 clusters Score -1398597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1398599.500000 Penalty: 3063.298096
	Iteration 38Q: 3 clusters Score -1398600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1398600.500000 Penalty: 3063.298096
	Iteration 39Q: 3 clusters Score -1398600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1398600.750000 Penalty: 3063.298096
	Iteration 40F: 3 clusters Score -1398601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1398601.625000 Penalty: 3063.298096
	Iteration 41Q: 3 clusters Score -1398602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1398603.750000 Penalty: 3063.298096
	Iteration 42Q: 3 clusters Score -1398604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -1398603.750000 Penalty: 3063.298096
	Iteration 43Q: 3 clusters Score -1398604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1398605.125000 Penalty: 3063.298096
	Iteration 44Q: 3 clusters Score -1398605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1398607.250000 Penalty: 3063.298096
	Iteration 45Q: 3 clusters Score -1398607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1398608.250000 Penalty: 3063.298096
	Iteration 46Q: 3 clusters Score -1398608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1398609.750000 Penalty: 3063.298096
	Iteration 47Q: 3 clusters Score -1398610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1398610.000000 Penalty: 3063.298096
	Iteration 48Q: 3 clusters Score -1398610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1398609.500000 Penalty: 3063.298096
	Iteration 49Q: 3 clusters Score -1398610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1398609.875000 Penalty: 3063.298096
	Iteration 50Q: 3 clusters Score -1398610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1398609.875000 Penalty: 3063.298096
	Iteration 51Q: 3 clusters Score -1398610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1398609.875000 Penalty: 3063.298096
	Iteration 52F: 3 clusters Score -1398610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Entering Unmasked Estep 
Score: -189660.265625 Penalty: 1212.236084
	Iteration 0F: 2 clusters Score -189660.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -187750.437500 Penalty: 2424.472168
	Iteration 0F: 3 clusters Score -187750.4 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -188142.281250 Penalty: 2424.472168
	Iteration 1F: 3 clusters Score -188142.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188243.406250 Penalty: 2424.472168
	Iteration 2F: 3 clusters Score -188243.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -188319.796875 Penalty: 2424.472168
	Iteration 3Q: 3 clusters Score -188319.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -188379.140625 Penalty: 2424.472168
	Iteration 4Q: 3 clusters Score -188379.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -188426.468750 Penalty: 2424.472168
	Iteration 5Q: 3 clusters Score -188426.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188475.031250 Penalty: 2424.472168
	Iteration 6Q: 3 clusters Score -188475 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -188547.484375 Penalty: 2424.472168
	Iteration 7Q: 3 clusters Score -188547.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188645.218750 Penalty: 2424.472168
	Iteration 8Q: 3 clusters Score -188645.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -188771.890625 Penalty: 2424.472168
	Iteration 9F: 3 clusters Score -188771.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -188882.703125 Penalty: 2424.472168
	Iteration 10Q: 3 clusters Score -188882.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -188994.578125 Penalty: 2424.472168
	Iteration 11F: 3 clusters Score -188994.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -189093.796875 Penalty: 2424.472168
	Iteration 12Q: 3 clusters Score -189093.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -189153.671875 Penalty: 2424.472168
	Iteration 13Q: 3 clusters Score -189153.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -189183.781250 Penalty: 2424.472168
	Iteration 14Q: 3 clusters Score -189183.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -189198.828125 Penalty: 2424.472168
	Iteration 15Q: 3 clusters Score -189198.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -189207.937500 Penalty: 2424.472168
	Iteration 16Q: 3 clusters Score -189207.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -189216.328125 Penalty: 2424.472168
	Iteration 17Q: 3 clusters Score -189216.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -189219.015625 Penalty: 2424.472168
	Iteration 18Q: 3 clusters Score -189219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -189219.875000 Penalty: 2424.472168
	Iteration 19Q: 3 clusters Score -189219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -189220.500000 Penalty: 2424.472168
	Iteration 20F: 3 clusters Score -189220.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -189221.125000 Penalty: 2424.472168
	Iteration 21Q: 3 clusters Score -189221.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -189221.125000 Penalty: 2424.472168
	Iteration 22F: 3 clusters Score -189221.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Entering Unmasked Estep 
Score: -5911455.500000 Penalty: 1761.071411
	Iteration 0F: 2 clusters Score -5911456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -5877527.500000 Penalty: 3522.142822
	Iteration 0F: 3 clusters Score -5877528 nChanged 23817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -5890681.000000 Penalty: 3522.142822
	Iteration 1F: 3 clusters Score -5890681 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -5891352.500000 Penalty: 3522.142822
	Iteration 2Q: 3 clusters Score -5891352 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -5892296.500000 Penalty: 3522.142822
	Iteration 3Q: 3 clusters Score -5892296 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5893876.000000 Penalty: 3522.142822
	Iteration 4Q: 3 clusters Score -5893876 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -5895942.000000 Penalty: 3522.142822
	Iteration 5F: 3 clusters Score -5895942 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -5897854.500000 Penalty: 3522.142822
	Iteration 6F: 3 clusters Score -5897854 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -5899316.500000 Penalty: 3522.142822
	Iteration 7F: 3 clusters Score -5899316 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5900463.000000 Penalty: 3522.142822
	Iteration 8F: 3 clusters Score -5900463 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -5901409.500000 Penalty: 3522.142822
	Iteration 9Q: 3 clusters Score -5901410 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32528 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -5902297.000000 Penalty: 3522.142822
	Iteration 10Q: 3 clusters Score -5902297 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -5903160.000000 Penalty: 3522.142822
	Iteration 11Q: 3 clusters Score -5903160 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5903997.500000 Penalty: 3522.142822
	Iteration 12Q: 3 clusters Score -5903998 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -5904824.500000 Penalty: 3522.142822
	Iteration 13Q: 3 clusters Score -5904824 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -5905655.000000 Penalty: 3522.142822
	Iteration 14Q: 3 clusters Score -5905655 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -5906281.500000 Penalty: 3522.142822
	Iteration 15Q: 3 clusters Score -5906282 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5906679 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5907018.500000 Penalty: 3522.142822
	Iteration 17Q: 3 clusters Score -5907018 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -5907235.500000 Penalty: 3522.142822
	Iteration 18Q: 3 clusters Score -5907236 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -5907414.500000 Penalty: 3522.142822
	Iteration 19Q: 3 clusters Score -5907414 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -5907568.500000 Penalty: 3522.142822
	Iteration 20F: 3 clusters Score -5907568 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36134 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -5907691.000000 Penalty: 3522.142822
	Iteration 21Q: 3 clusters Score -5907691 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -5907808.000000 Penalty: 3522.142822
	Iteration 22Q: 3 clusters Score -5907808 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -5907885.000000 Penalty: 3522.142822
	Iteration 23Q: 3 clusters Score -5907885 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -5908000.500000 Penalty: 3522.142822
	Iteration 24Q: 3 clusters Score -5908000 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -5908071.000000 Penalty: 3522.142822
	Iteration 25Q: 3 clusters Score -5908071 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -5908135.000000 Penalty: 3522.142822
	Iteration 26Q: 3 clusters Score -5908135 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -5908194.000000 Penalty: 3522.142822
	Iteration 27Q: 3 clusters Score -5908194 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -5908270.000000 Penalty: 3522.142822
	Iteration 28Q: 3 clusters Score -5908270 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -5908364.500000 Penalty: 3522.142822
	Iteration 29Q: 3 clusters Score -5908364 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -5908436.500000 Penalty: 3522.142822
	Iteration 30Q: 3 clusters Score -5908436 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34579 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -5908522.500000 Penalty: 3522.142822
	Iteration 31Q: 3 clusters Score -5908522 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -5908662.000000 Penalty: 3522.142822
	Iteration 32Q: 3 clusters Score -5908662 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -5908779.500000 Penalty: 3522.142822
	Iteration 33Q: 3 clusters Score -5908780 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -5908912.000000 Penalty: 3522.142822
	Iteration 34Q: 3 clusters Score -5908912 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -5909122.500000 Penalty: 3522.142822
	Iteration 35Q: 3 clusters Score -5909122 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -5909234.500000 Penalty: 3522.142822
	Iteration 36Q: 3 clusters Score -5909234 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -5909358.000000 Penalty: 3522.142822
	Iteration 37Q: 3 clusters Score -5909358 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5909503.000000 Penalty: 3522.142822
	Iteration 38Q: 3 clusters Score -5909503 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5909661.000000 Penalty: 3522.142822
	Iteration 39Q: 3 clusters Score -5909661 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5909889.000000 Penalty: 3522.142822
	Iteration 40F: 3 clusters Score -5909889 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -5910133.000000 Penalty: 3522.142822
	Iteration 41Q: 3 clusters Score -5910133 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28205 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -5910333.000000 Penalty: 3522.142822
	Iteration 42Q: 3 clusters Score -5910333 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -5910535.500000 Penalty: 3522.142822
	Iteration 43Q: 3 clusters Score -5910536 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -5910695.000000 Penalty: 3522.142822
	Iteration 44Q: 3 clusters Score -5910695 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5910910 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5911047.500000 Penalty: 3522.142822
	Iteration 46Q: 3 clusters Score -5911048 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -5911178.500000 Penalty: 3522.142822
	Iteration 47Q: 3 clusters Score -5911178 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5911320.500000 Penalty: 3522.142822
	Iteration 48Q: 3 clusters Score -5911320 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5911435 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -5911582.500000 Penalty: 3522.142822
	Iteration 50Q: 3 clusters Score -5911582 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -5911685.000000 Penalty: 3522.142822
	Iteration 51Q: 3 clusters Score -5911685 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -5911797.000000 Penalty: 3522.142822
	Iteration 52Q: 3 clusters Score -5911797 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5911865.000000 Penalty: 3522.142822
	Iteration 53Q: 3 clusters Score -5911865 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5911945.000000 Penalty: 3522.142822
	Iteration 54Q: 3 clusters Score -5911945 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5912004.500000 Penalty: 3522.142822
	Iteration 55Q: 3 clusters Score -5912004 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 30268 members 
Entering Unmasked Estep 
Score: -5912099.000000 Penalty: 3522.142822
	Iteration 56Q: 3 clusters Score -5912099 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -5912143.000000 Penalty: 3522.142822
	Iteration 57Q: 3 clusters Score -5912143 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -5912215.500000 Penalty: 3522.142822
	Iteration 58Q: 3 clusters Score -5912216 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -5912246.500000 Penalty: 3522.142822
	Iteration 59Q: 3 clusters Score -5912246 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -5912309.500000 Penalty: 3522.142822
	Iteration 60F: 3 clusters Score -5912310 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -5912331.000000 Penalty: 3522.142822
	Iteration 61Q: 3 clusters Score -5912331 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -5912351.000000 Penalty: 3522.142822
	Iteration 62Q: 3 clusters Score -5912351 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -5912398.500000 Penalty: 3522.142822
	Iteration 63Q: 3 clusters Score -5912398 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -5912429.500000 Penalty: 3522.142822
	Iteration 64Q: 3 clusters Score -5912430 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 32955 members 
Entering Unmasked Estep 
Score: -5912475.500000 Penalty: 3522.142822
	Iteration 65Q: 3 clusters Score -5912476 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -5912486.500000 Penalty: 3522.142822
	Iteration 66Q: 3 clusters Score -5912486 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -5912535.500000 Penalty: 3522.142822
	Iteration 67Q: 3 clusters Score -5912536 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -5912562.000000 Penalty: 3522.142822
	Iteration 68Q: 3 clusters Score -5912562 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -5912591.500000 Penalty: 3522.142822
	Iteration 69Q: 3 clusters Score -5912592 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 34130 members 
Entering Unmasked Estep 
Score: -5912605.000000 Penalty: 3522.142822
	Iteration 70Q: 3 clusters Score -5912605 nChanged 204
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -5912627.500000 Penalty: 3522.142822
	Iteration 71Q: 3 clusters Score -5912628 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 34554 members 
Entering Unmasked Estep 
Score: -5912648.500000 Penalty: 3522.142822
	Iteration 72Q: 3 clusters Score -5912648 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -5912681.000000 Penalty: 3522.142822
	Iteration 73Q: 3 clusters Score -5912681 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -5912711.500000 Penalty: 3522.142822
	Iteration 74Q: 3 clusters Score -5912712 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -5912748.000000 Penalty: 3522.142822
	Iteration 75Q: 3 clusters Score -5912748 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -5912770.500000 Penalty: 3522.142822
	Iteration 76Q: 3 clusters Score -5912770 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -5912794.500000 Penalty: 3522.142822
	Iteration 77Q: 3 clusters Score -5912794 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -5912820.500000 Penalty: 3522.142822
	Iteration 78Q: 3 clusters Score -5912820 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -5912825.500000 Penalty: 3522.142822
	Iteration 79Q: 3 clusters Score -5912826 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -5912859.000000 Penalty: 3522.142822
	Iteration 80F: 3 clusters Score -5912859 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -5912864.000000 Penalty: 3522.142822
	Iteration 81Q: 3 clusters Score -5912864 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -5912902.500000 Penalty: 3522.142822
	Iteration 82Q: 3 clusters Score -5912902 nChanged 173
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -5912920.500000 Penalty: 3522.142822
	Iteration 83Q: 3 clusters Score -5912920 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -5912942.000000 Penalty: 3522.142822
	Iteration 84Q: 3 clusters Score -5912942 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5912952.500000 Penalty: 3522.142822
	Iteration 85Q: 3 clusters Score -5912952 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -5912969.000000 Penalty: 3522.142822
	Iteration 86Q: 3 clusters Score -5912969 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -5912996.000000 Penalty: 3522.142822
	Iteration 87Q: 3 clusters Score -5912996 nChanged 175
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -5913007.000000 Penalty: 3522.142822
	Iteration 88Q: 3 clusters Score -5913007 nChanged 176
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 37650 members 
Entering Unmasked Estep 
Score: -5913025.000000 Penalty: 3522.142822
	Iteration 89Q: 3 clusters Score -5913025 nChanged 147
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -5913032.500000 Penalty: 3522.142822
	Iteration 90Q: 3 clusters Score -5913032 nChanged 158
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -5913055.000000 Penalty: 3522.142822
	Iteration 91Q: 3 clusters Score -5913055 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -5913067.500000 Penalty: 3522.142822
	Iteration 92Q: 3 clusters Score -5913068 nChanged 143
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -5913072.500000 Penalty: 3522.142822
	Iteration 93Q: 3 clusters Score -5913072 nChanged 148
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5913097.500000 Penalty: 3522.142822
	Iteration 94Q: 3 clusters Score -5913098 nChanged 163
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -5913119.000000 Penalty: 3522.142822
	Iteration 95Q: 3 clusters Score -5913119 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -5913147.000000 Penalty: 3522.142822
	Iteration 96Q: 3 clusters Score -5913147 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 38902 members 
Entering Unmasked Estep 
Score: -5913188.500000 Penalty: 3522.142822
	Iteration 97Q: 3 clusters Score -5913188 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -5913234.500000 Penalty: 3522.142822
	Iteration 98Q: 3 clusters Score -5913234 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -5913246.000000 Penalty: 3522.142822
	Iteration 99Q: 3 clusters Score -5913246 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -5913300.500000 Penalty: 3522.142822
	Iteration 100F: 3 clusters Score -5913300 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -5913323.000000 Penalty: 3522.142822
	Iteration 101Q: 3 clusters Score -5913323 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -5913376.000000 Penalty: 3522.142822
	Iteration 102Q: 3 clusters Score -5913376 nChanged 240
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -5913430.500000 Penalty: 3522.142822
	Iteration 103Q: 3 clusters Score -5913430 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -5913488.000000 Penalty: 3522.142822
	Iteration 104Q: 3 clusters Score -5913488 nChanged 259
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5913538.000000 Penalty: 3522.142822
	Iteration 105Q: 3 clusters Score -5913538 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5913586.000000 Penalty: 3522.142822
	Iteration 106Q: 3 clusters Score -5913586 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5913622.500000 Penalty: 3522.142822
	Iteration 107Q: 3 clusters Score -5913622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -5913689.000000 Penalty: 3522.142822
	Iteration 108Q: 3 clusters Score -5913689 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -5913773.500000 Penalty: 3522.142822
	Iteration 109Q: 3 clusters Score -5913774 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -5913845.000000 Penalty: 3522.142822
	Iteration 110Q: 3 clusters Score -5913845 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -5913908.500000 Penalty: 3522.142822
	Iteration 111Q: 3 clusters Score -5913908 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 42500 members 
Entering Unmasked Estep 
Score: -5913972.000000 Penalty: 3522.142822
	Iteration 112Q: 3 clusters Score -5913972 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -5914078.500000 Penalty: 3522.142822
	Iteration 113Q: 3 clusters Score -5914078 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5914211.500000 Penalty: 3522.142822
	Iteration 114Q: 3 clusters Score -5914212 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -5914349.000000 Penalty: 3522.142822
	Iteration 115Q: 3 clusters Score -5914349 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -5914520.500000 Penalty: 3522.142822
	Iteration 116Q: 3 clusters Score -5914520 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5914663.000000 Penalty: 3522.142822
	Iteration 117Q: 3 clusters Score -5914663 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -5914890.000000 Penalty: 3522.142822
	Iteration 118Q: 3 clusters Score -5914890 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -5915218.000000 Penalty: 3522.142822
	Iteration 119Q: 3 clusters Score -5915218 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -5915667.500000 Penalty: 3522.142822
	Iteration 120F: 3 clusters Score -5915668 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -5915981.000000 Penalty: 3522.142822
	Iteration 121Q: 3 clusters Score -5915981 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -5916125.500000 Penalty: 3522.142822
	Iteration 122Q: 3 clusters Score -5916126 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -5916167.000000 Penalty: 3522.142822
	Iteration 123Q: 3 clusters Score -5916167 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -5916168.000000 Penalty: 3522.142822
	Iteration 124Q: 3 clusters Score -5916168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -5916168.500000 Penalty: 3522.142822
	Iteration 125Q: 3 clusters Score -5916168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -5916174.500000 Penalty: 3522.142822
	Iteration 126Q: 3 clusters Score -5916174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -5916180.500000 Penalty: 3522.142822
	Iteration 127Q: 3 clusters Score -5916180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -5916173.500000 Penalty: 3522.142822
	Iteration 128Q: 3 clusters Score -5916174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -5916171.000000 Penalty: 3522.142822
	Iteration 129Q: 3 clusters Score -5916171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -5916173.500000 Penalty: 3522.142822
	Iteration 130Q: 3 clusters Score -5916174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -5916177.500000 Penalty: 3522.142822
	Iteration 131Q: 3 clusters Score -5916178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -5916174.000000 Penalty: 3522.142822
	Iteration 132Q: 3 clusters Score -5916174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -5916174.000000 Penalty: 3522.142822
	Iteration 133F: 3 clusters Score -5916174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 9101 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5109 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 3924 members 
Mstep: Class 33 contains 467 members 
Mstep: Class 34 contains 8342 members 
Mstep: Class 35 contains 1232 members 
Mstep: Class 36 contains 5562 members 
Mstep: Class 37 contains 2634 members 
Mstep: Class 38 contains 45778 members 
Entering Unmasked Estep 
Score: -40112004.000000 Penalty: 79030.187500
Splitting cluster 23 changes total score from -40099404.000000 to -40112004.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (3368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Entering Unmasked Estep 
Score: -375822.875000 Penalty: 1319.837036
	Iteration 0F: 2 clusters Score -375822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -372852.125000 Penalty: 2639.674072
	Iteration 0F: 3 clusters Score -372852.1 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -373678.812500 Penalty: 2639.674072
	Iteration 1F: 3 clusters Score -373678.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -373836.875000 Penalty: 2639.674072
	Iteration 2F: 3 clusters Score -373836.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -373933.843750 Penalty: 2639.674072
	Iteration 3F: 3 clusters Score -373933.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -373992.906250 Penalty: 2639.674072
	Iteration 4Q: 3 clusters Score -373992.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -374042.500000 Penalty: 2639.674072
	Iteration 5Q: 3 clusters Score -374042.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -374074.312500 Penalty: 2639.674072
	Iteration 6Q: 3 clusters Score -374074.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -374104.343750 Penalty: 2639.674072
	Iteration 7Q: 3 clusters Score -374104.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -374135.000000 Penalty: 2639.674072
	Iteration 8Q: 3 clusters Score -374135 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -374161.687500 Penalty: 2639.674072
	Iteration 9Q: 3 clusters Score -374161.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -374199.343750 Penalty: 2639.674072
	Iteration 10Q: 3 clusters Score -374199.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -374240.437500 Penalty: 2639.674072
	Iteration 11Q: 3 clusters Score -374240.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -374275.468750 Penalty: 2639.674072
	Iteration 12Q: 3 clusters Score -374275.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -374324.437500 Penalty: 2639.674072
	Iteration 13Q: 3 clusters Score -374324.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -374380.000000 Penalty: 2639.674072
	Iteration 14Q: 3 clusters Score -374380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -374447.593750 Penalty: 2639.674072
	Iteration 15Q: 3 clusters Score -374447.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -374558.281250 Penalty: 2639.674072
	Iteration 16Q: 3 clusters Score -374558.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -374689.375000 Penalty: 2639.674072
	Iteration 17Q: 3 clusters Score -374689.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -374836.250000 Penalty: 2639.674072
	Iteration 18Q: 3 clusters Score -374836.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -374986.312500 Penalty: 2639.674072
	Iteration 19Q: 3 clusters Score -374986.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -375107.468750 Penalty: 2639.674072
	Iteration 20F: 3 clusters Score -375107.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -375205.718750 Penalty: 2639.674072
	Iteration 21Q: 3 clusters Score -375205.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -375303.906250 Penalty: 2639.674072
	Iteration 22Q: 3 clusters Score -375303.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -375396.625000 Penalty: 2639.674072
	Iteration 23Q: 3 clusters Score -375396.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -375485.656250 Penalty: 2639.674072
	Iteration 24Q: 3 clusters Score -375485.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375553.343750 Penalty: 2639.674072
	Iteration 25Q: 3 clusters Score -375553.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -375598.625000 Penalty: 2639.674072
	Iteration 26Q: 3 clusters Score -375598.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -375615.375000 Penalty: 2639.674072
	Iteration 27Q: 3 clusters Score -375615.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -375624.437500 Penalty: 2639.674072
	Iteration 28Q: 3 clusters Score -375624.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375632.343750 Penalty: 2639.674072
	Iteration 29Q: 3 clusters Score -375632.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -375639.187500 Penalty: 2639.674072
	Iteration 30Q: 3 clusters Score -375639.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -375640.437500 Penalty: 2639.674072
	Iteration 31Q: 3 clusters Score -375640.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -375642.406250 Penalty: 2639.674072
	Iteration 32Q: 3 clusters Score -375642.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -375643.843750 Penalty: 2639.674072
	Iteration 33Q: 3 clusters Score -375643.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -375647.531250 Penalty: 2639.674072
	Iteration 34Q: 3 clusters Score -375647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -375648.031250 Penalty: 2639.674072
	Iteration 35Q: 3 clusters Score -375648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -375650.375000 Penalty: 2639.674072
	Iteration 36Q: 3 clusters Score -375650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -375652.125000 Penalty: 2639.674072
	Iteration 37Q: 3 clusters Score -375652.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -375653.437500 Penalty: 2639.674072
	Iteration 38Q: 3 clusters Score -375653.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -375653.937500 Penalty: 2639.674072
	Iteration 39Q: 3 clusters Score -375653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -375653.937500 Penalty: 2639.674072
	Iteration 40F: 3 clusters Score -375653.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Entering Unmasked Estep 
Score: -729950.062500 Penalty: 1427.550659
	Iteration 0F: 2 clusters Score -729950.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -725008.062500 Penalty: 2855.101318
	Iteration 0F: 3 clusters Score -725008.1 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -726611.187500 Penalty: 2855.101318
	Iteration 1F: 3 clusters Score -726611.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -726891.562500 Penalty: 2855.101318
	Iteration 2F: 3 clusters Score -726891.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -727139.437500 Penalty: 2855.101318
	Iteration 3F: 3 clusters Score -727139.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -727415.312500 Penalty: 2855.101318
	Iteration 4F: 3 clusters Score -727415.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -727726.000000 Penalty: 2855.101318
	Iteration 5F: 3 clusters Score -727726 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -728038.000000 Penalty: 2855.101318
	Iteration 6F: 3 clusters Score -728038 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -728410.750000 Penalty: 2855.101318
	Iteration 7F: 3 clusters Score -728410.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -728887.375000 Penalty: 2855.101318
	Iteration 8F: 3 clusters Score -728887.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -729253.937500 Penalty: 2855.101318
	Iteration 9F: 3 clusters Score -729253.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -729436.437500 Penalty: 2855.101318
	Iteration 10Q: 3 clusters Score -729436.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -729511.375000 Penalty: 2855.101318
	Iteration 11Q: 3 clusters Score -729511.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -729541.562500 Penalty: 2855.101318
	Iteration 12Q: 3 clusters Score -729541.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -729553.937500 Penalty: 2855.101318
	Iteration 13Q: 3 clusters Score -729553.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -729560.812500 Penalty: 2855.101318
	Iteration 14Q: 3 clusters Score -729560.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -729566.187500 Penalty: 2855.101318
	Iteration 15Q: 3 clusters Score -729566.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -729573.937500 Penalty: 2855.101318
	Iteration 16Q: 3 clusters Score -729573.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -729579.062500 Penalty: 2855.101318
	Iteration 17Q: 3 clusters Score -729579.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -729581.750000 Penalty: 2855.101318
	Iteration 18Q: 3 clusters Score -729581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -729585.750000 Penalty: 2855.101318
	Iteration 19Q: 3 clusters Score -729585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -729586.187500 Penalty: 2855.101318
	Iteration 20F: 3 clusters Score -729586.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -729586.500000 Penalty: 2855.101318
	Iteration 21Q: 3 clusters Score -729586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -729588.937500 Penalty: 2855.101318
	Iteration 22Q: 3 clusters Score -729588.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -729588.812500 Penalty: 2855.101318
	Iteration 23Q: 3 clusters Score -729588.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -729591.937500 Penalty: 2855.101318
	Iteration 24Q: 3 clusters Score -729591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -729591.875000 Penalty: 2855.101318
	Iteration 25Q: 3 clusters Score -729591.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -729593.250000 Penalty: 2855.101318
	Iteration 26Q: 3 clusters Score -729593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -729592.437500 Penalty: 2855.101318
	Iteration 27Q: 3 clusters Score -729592.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -729592.062500 Penalty: 2855.101318
	Iteration 28Q: 3 clusters Score -729592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -729593.062500 Penalty: 2855.101318
	Iteration 29Q: 3 clusters Score -729593.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -729593.062500 Penalty: 2855.101318
	Iteration 30F: 3 clusters Score -729593.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Entering Unmasked Estep 
Score: -770611.937500 Penalty: 1436.946655
	Iteration 0F: 2 clusters Score -770611.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -765378.937500 Penalty: 2873.893311
	Iteration 0F: 3 clusters Score -765378.9 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -766982.687500 Penalty: 2873.893311
	Iteration 1F: 3 clusters Score -766982.7 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -767280.125000 Penalty: 2873.893311
	Iteration 2F: 3 clusters Score -767280.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -767532.562500 Penalty: 2873.893311
	Iteration 3F: 3 clusters Score -767532.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -767764.250000 Penalty: 2873.893311
	Iteration 4F: 3 clusters Score -767764.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -767981.687500 Penalty: 2873.893311
	Iteration 5Q: 3 clusters Score -767981.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -768190.812500 Penalty: 2873.893311
	Iteration 6Q: 3 clusters Score -768190.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -768372.000000 Penalty: 2873.893311
	Iteration 7Q: 3 clusters Score -768372 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -768534.437500 Penalty: 2873.893311
	Iteration 8Q: 3 clusters Score -768534.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -768670.875000 Penalty: 2873.893311
	Iteration 9Q: 3 clusters Score -768670.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -768793.187500 Penalty: 2873.893311
	Iteration 10Q: 3 clusters Score -768793.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -768901.562500 Penalty: 2873.893311
	Iteration 11Q: 3 clusters Score -768901.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -769020.875000 Penalty: 2873.893311
	Iteration 12Q: 3 clusters Score -769020.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -769120.437500 Penalty: 2873.893311
	Iteration 13Q: 3 clusters Score -769120.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -769207.562500 Penalty: 2873.893311
	Iteration 14Q: 3 clusters Score -769207.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -769257.500000 Penalty: 2873.893311
	Iteration 15Q: 3 clusters Score -769257.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -769316.312500 Penalty: 2873.893311
	Iteration 16Q: 3 clusters Score -769316.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -769355.062500 Penalty: 2873.893311
	Iteration 17Q: 3 clusters Score -769355.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -769382.812500 Penalty: 2873.893311
	Iteration 18Q: 3 clusters Score -769382.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -769413.500000 Penalty: 2873.893311
	Iteration 19Q: 3 clusters Score -769413.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -769434.125000 Penalty: 2873.893311
	Iteration 20F: 3 clusters Score -769434.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -769447.937500 Penalty: 2873.893311
	Iteration 21Q: 3 clusters Score -769447.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -769455.375000 Penalty: 2873.893311
	Iteration 22Q: 3 clusters Score -769455.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -769463.125000 Penalty: 2873.893311
	Iteration 23Q: 3 clusters Score -769463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -769469.437500 Penalty: 2873.893311
	Iteration 24Q: 3 clusters Score -769469.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -769472.437500 Penalty: 2873.893311
	Iteration 25Q: 3 clusters Score -769472.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -769473.750000 Penalty: 2873.893311
	Iteration 26Q: 3 clusters Score -769473.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -769476.687500 Penalty: 2873.893311
	Iteration 27Q: 3 clusters Score -769476.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -769479.187500 Penalty: 2873.893311
	Iteration 28Q: 3 clusters Score -769479.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -769480.937500 Penalty: 2873.893311
	Iteration 29Q: 3 clusters Score -769480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -769482.125000 Penalty: 2873.893311
	Iteration 30Q: 3 clusters Score -769482.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -769484.500000 Penalty: 2873.893311
	Iteration 31Q: 3 clusters Score -769484.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -769484.500000 Penalty: 2873.893311
	Iteration 32Q: 3 clusters Score -769484.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -769485.500000 Penalty: 2873.893311
	Iteration 33Q: 3 clusters Score -769485.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -769485.500000 Penalty: 2873.893311
	Iteration 34Q: 3 clusters Score -769485.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -769486.125000 Penalty: 2873.893311
	Iteration 35Q: 3 clusters Score -769486.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -769486.125000 Penalty: 2873.893311
	Iteration 36F: 3 clusters Score -769486.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Entering Unmasked Estep 
Score: -2451606.750000 Penalty: 1619.481445
	Iteration 0F: 2 clusters Score -2451607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2437040.250000 Penalty: 3238.962891
	Iteration 0F: 3 clusters Score -2437040 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2442537.500000 Penalty: 3238.962891
	Iteration 1F: 3 clusters Score -2442538 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2443050.000000 Penalty: 3238.962891
	Iteration 2F: 3 clusters Score -2443050 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2443583.750000 Penalty: 3238.962891
	Iteration 3F: 3 clusters Score -2443584 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -2444208.500000 Penalty: 3238.962891
	Iteration 4F: 3 clusters Score -2444208 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -2444947.000000 Penalty: 3238.962891
	Iteration 5F: 3 clusters Score -2444947 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -2445806.750000 Penalty: 3238.962891
	Iteration 6F: 3 clusters Score -2445807 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -2446741.750000 Penalty: 3238.962891
	Iteration 7F: 3 clusters Score -2446742 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2447612.500000 Penalty: 3238.962891
	Iteration 8F: 3 clusters Score -2447612 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -2448321.250000 Penalty: 3238.962891
	Iteration 9F: 3 clusters Score -2448321 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -2448849.500000 Penalty: 3238.962891
	Iteration 10Q: 3 clusters Score -2448850 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2449210.000000 Penalty: 3238.962891
	Iteration 11Q: 3 clusters Score -2449210 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -2449495.750000 Penalty: 3238.962891
	Iteration 12Q: 3 clusters Score -2449496 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2449696.500000 Penalty: 3238.962891
	Iteration 13Q: 3 clusters Score -2449696 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -2449845.000000 Penalty: 3238.962891
	Iteration 14Q: 3 clusters Score -2449845 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2449977.250000 Penalty: 3238.962891
	Iteration 15Q: 3 clusters Score -2449977 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2450106.500000 Penalty: 3238.962891
	Iteration 16Q: 3 clusters Score -2450106 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2450205.250000 Penalty: 3238.962891
	Iteration 17Q: 3 clusters Score -2450205 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2450293.500000 Penalty: 3238.962891
	Iteration 18Q: 3 clusters Score -2450294 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2450365.250000 Penalty: 3238.962891
	Iteration 19Q: 3 clusters Score -2450365 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2450422.750000 Penalty: 3238.962891
	Iteration 20F: 3 clusters Score -2450423 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2450476.250000 Penalty: 3238.962891
	Iteration 21Q: 3 clusters Score -2450476 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2450533.000000 Penalty: 3238.962891
	Iteration 22Q: 3 clusters Score -2450533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2450559.250000 Penalty: 3238.962891
	Iteration 23Q: 3 clusters Score -2450559 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2450577.750000 Penalty: 3238.962891
	Iteration 24Q: 3 clusters Score -2450578 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2450598.250000 Penalty: 3238.962891
	Iteration 25Q: 3 clusters Score -2450598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2450609.750000 Penalty: 3238.962891
	Iteration 26Q: 3 clusters Score -2450610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2450624.250000 Penalty: 3238.962891
	Iteration 27Q: 3 clusters Score -2450624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -2450623.500000 Penalty: 3238.962891
	Iteration 28Q: 3 clusters Score -2450624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2450635.750000 Penalty: 3238.962891
	Iteration 29Q: 3 clusters Score -2450636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2450637.500000 Penalty: 3238.962891
	Iteration 30Q: 3 clusters Score -2450638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2450644.500000 Penalty: 3238.962891
	Iteration 31Q: 3 clusters Score -2450644 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2450662.250000 Penalty: 3238.962891
	Iteration 32Q: 3 clusters Score -2450662 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2450673.750000 Penalty: 3238.962891
	Iteration 33Q: 3 clusters Score -2450674 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2450684.000000 Penalty: 3238.962891
	Iteration 34Q: 3 clusters Score -2450684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2450691.500000 Penalty: 3238.962891
	Iteration 35Q: 3 clusters Score -2450692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2450697.000000 Penalty: 3238.962891
	Iteration 36Q: 3 clusters Score -2450697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2450699.250000 Penalty: 3238.962891
	Iteration 37Q: 3 clusters Score -2450699 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2450701.500000 Penalty: 3238.962891
	Iteration 38Q: 3 clusters Score -2450702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2450708.250000 Penalty: 3238.962891
	Iteration 39Q: 3 clusters Score -2450708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2450714.000000 Penalty: 3238.962891
	Iteration 40F: 3 clusters Score -2450714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2450720.000000 Penalty: 3238.962891
	Iteration 41Q: 3 clusters Score -2450720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2450728.000000 Penalty: 3238.962891
	Iteration 42Q: 3 clusters Score -2450728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2450732.500000 Penalty: 3238.962891
	Iteration 43Q: 3 clusters Score -2450732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2450738.250000 Penalty: 3238.962891
	Iteration 44Q: 3 clusters Score -2450738 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2450743.750000 Penalty: 3238.962891
	Iteration 45Q: 3 clusters Score -2450744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20367 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2450746.250000 Penalty: 3238.962891
	Iteration 46Q: 3 clusters Score -2450746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2450746.250000 Penalty: 3238.962891
	Iteration 47Q: 3 clusters Score -2450746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2450763.500000 Penalty: 3238.962891
	Iteration 48Q: 3 clusters Score -2450764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2450764.500000 Penalty: 3238.962891
	Iteration 49Q: 3 clusters Score -2450764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2450765.500000 Penalty: 3238.962891
	Iteration 50Q: 3 clusters Score -2450766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2450765.250000 Penalty: 3238.962891
	Iteration 51Q: 3 clusters Score -2450765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2450767.500000 Penalty: 3238.962891
	Iteration 52Q: 3 clusters Score -2450768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2450768.750000 Penalty: 3238.962891
	Iteration 53Q: 3 clusters Score -2450769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2450773.750000 Penalty: 3238.962891
	Iteration 54Q: 3 clusters Score -2450774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2450771.500000 Penalty: 3238.962891
	Iteration 55Q: 3 clusters Score -2450772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2450771.250000 Penalty: 3238.962891
	Iteration 56Q: 3 clusters Score -2450771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2450770.500000 Penalty: 3238.962891
	Iteration 57Q: 3 clusters Score -2450770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2450772.250000 Penalty: 3238.962891
	Iteration 58Q: 3 clusters Score -2450772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2450774.000000 Penalty: 3238.962891
	Iteration 59Q: 3 clusters Score -2450774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2450772.250000 Penalty: 3238.962891
	Iteration 60F: 3 clusters Score -2450772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2450774.750000 Penalty: 3238.962891
	Iteration 61Q: 3 clusters Score -2450775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2450778.750000 Penalty: 3238.962891
	Iteration 62Q: 3 clusters Score -2450779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2450778.750000 Penalty: 3238.962891
	Iteration 63F: 3 clusters Score -2450779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -109523.640625 Penalty: 1122.347656
	Iteration 0F: 2 clusters Score -109523.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -108075.031250 Penalty: 2244.695312
	Iteration 0F: 3 clusters Score -108075 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -108330.164062 Penalty: 2244.695312
	Iteration 1F: 3 clusters Score -108330.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -108408.312500 Penalty: 2244.695312
	Iteration 2F: 3 clusters Score -108408.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -108451.851562 Penalty: 2244.695312
	Iteration 3Q: 3 clusters Score -108451.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -108478.257812 Penalty: 2244.695312
	Iteration 4Q: 3 clusters Score -108478.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -108494.304688 Penalty: 2244.695312
	Iteration 5Q: 3 clusters Score -108494.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -108503.882812 Penalty: 2244.695312
	Iteration 6Q: 3 clusters Score -108503.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -108513.609375 Penalty: 2244.695312
	Iteration 7Q: 3 clusters Score -108513.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -108523.453125 Penalty: 2244.695312
	Iteration 8Q: 3 clusters Score -108523.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -108529.914062 Penalty: 2244.695312
	Iteration 9Q: 3 clusters Score -108529.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -108536.898438 Penalty: 2244.695312
	Iteration 10Q: 3 clusters Score -108536.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -108542.398438 Penalty: 2244.695312
	Iteration 11Q: 3 clusters Score -108542.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -108548.351562 Penalty: 2244.695312
	Iteration 12Q: 3 clusters Score -108548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -108550.773438 Penalty: 2244.695312
	Iteration 13Q: 3 clusters Score -108550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -108554.195312 Penalty: 2244.695312
	Iteration 14Q: 3 clusters Score -108554.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -108556.085938 Penalty: 2244.695312
	Iteration 15Q: 3 clusters Score -108556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -108558.085938 Penalty: 2244.695312
	Iteration 16Q: 3 clusters Score -108558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -108561.273438 Penalty: 2244.695312
	Iteration 17Q: 3 clusters Score -108561.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108563.609375 Penalty: 2244.695312
	Iteration 18Q: 3 clusters Score -108563.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -108563.609375 Penalty: 2244.695312
	Iteration 19F: 3 clusters Score -108563.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -169046.187500 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -169046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -167296.828125 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -167296.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -167850.796875 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -167850.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -168129.843750 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -168129.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -168308.203125 Penalty: 2386.192871
	Iteration 3F: 3 clusters Score -168308.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -168423.812500 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -168423.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -168535.093750 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -168535.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -168620.546875 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -168620.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -168678.515625 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -168678.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -168720.140625 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -168720.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168738.515625 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -168738.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168755.640625 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -168755.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168763.625000 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -168763.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -168767.203125 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -168767.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168770.406250 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -168770.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168773.031250 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -168773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -168773.593750 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -168773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168774.421875 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -168774.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168774.421875 Penalty: 2386.192871
	Iteration 17F: 3 clusters Score -168774.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -588335.812500 Penalty: 1390.260986
	Iteration 0F: 2 clusters Score -588335.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -584209.937500 Penalty: 2780.521973
	Iteration 0F: 3 clusters Score -584209.9 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -585386.875000 Penalty: 2780.521973
	Iteration 1F: 3 clusters Score -585386.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -585567.875000 Penalty: 2780.521973
	Iteration 2F: 3 clusters Score -585567.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -585690.937500 Penalty: 2780.521973
	Iteration 3F: 3 clusters Score -585690.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -585792.250000 Penalty: 2780.521973
	Iteration 4Q: 3 clusters Score -585792.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -585858.062500 Penalty: 2780.521973
	Iteration 5Q: 3 clusters Score -585858.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -585912.687500 Penalty: 2780.521973
	Iteration 6Q: 3 clusters Score -585912.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -585962.937500 Penalty: 2780.521973
	Iteration 7Q: 3 clusters Score -585962.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -586006.375000 Penalty: 2780.521973
	Iteration 8Q: 3 clusters Score -586006.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -586041.875000 Penalty: 2780.521973
	Iteration 9Q: 3 clusters Score -586041.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -586081.687500 Penalty: 2780.521973
	Iteration 10Q: 3 clusters Score -586081.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -586119.562500 Penalty: 2780.521973
	Iteration 11Q: 3 clusters Score -586119.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -586157.125000 Penalty: 2780.521973
	Iteration 12Q: 3 clusters Score -586157.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -586191.875000 Penalty: 2780.521973
	Iteration 13Q: 3 clusters Score -586191.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -586227.375000 Penalty: 2780.521973
	Iteration 14Q: 3 clusters Score -586227.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -586255.875000 Penalty: 2780.521973
	Iteration 15Q: 3 clusters Score -586255.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -586286.500000 Penalty: 2780.521973
	Iteration 16Q: 3 clusters Score -586286.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -586318.437500 Penalty: 2780.521973
	Iteration 17Q: 3 clusters Score -586318.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -586343.625000 Penalty: 2780.521973
	Iteration 18Q: 3 clusters Score -586343.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -586374.062500 Penalty: 2780.521973
	Iteration 19Q: 3 clusters Score -586374.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -586412.812500 Penalty: 2780.521973
	Iteration 20F: 3 clusters Score -586412.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -586452.437500 Penalty: 2780.521973
	Iteration 21Q: 3 clusters Score -586452.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -586476.250000 Penalty: 2780.521973
	Iteration 22Q: 3 clusters Score -586476.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -586494.500000 Penalty: 2780.521973
	Iteration 23Q: 3 clusters Score -586494.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -586515.375000 Penalty: 2780.521973
	Iteration 24Q: 3 clusters Score -586515.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -586535.500000 Penalty: 2780.521973
	Iteration 25Q: 3 clusters Score -586535.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -586548.000000 Penalty: 2780.521973
	Iteration 26Q: 3 clusters Score -586548 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -586564.312500 Penalty: 2780.521973
	Iteration 27Q: 3 clusters Score -586564.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -586581.562500 Penalty: 2780.521973
	Iteration 28Q: 3 clusters Score -586581.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -586596.875000 Penalty: 2780.521973
	Iteration 29Q: 3 clusters Score -586596.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -586611.062500 Penalty: 2780.521973
	Iteration 30Q: 3 clusters Score -586611.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -586621.812500 Penalty: 2780.521973
	Iteration 31Q: 3 clusters Score -586621.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -586634.437500 Penalty: 2780.521973
	Iteration 32Q: 3 clusters Score -586634.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -586643.937500 Penalty: 2780.521973
	Iteration 33Q: 3 clusters Score -586643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -586649.687500 Penalty: 2780.521973
	Iteration 34Q: 3 clusters Score -586649.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -586655.000000 Penalty: 2780.521973
	Iteration 35Q: 3 clusters Score -586655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -586658.937500 Penalty: 2780.521973
	Iteration 36Q: 3 clusters Score -586658.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -586662.562500 Penalty: 2780.521973
	Iteration 37Q: 3 clusters Score -586662.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -586667.625000 Penalty: 2780.521973
	Iteration 38Q: 3 clusters Score -586667.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -586672.875000 Penalty: 2780.521973
	Iteration 39Q: 3 clusters Score -586672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -586675.375000 Penalty: 2780.521973
	Iteration 40F: 3 clusters Score -586675.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -586679.187500 Penalty: 2780.521973
	Iteration 41Q: 3 clusters Score -586679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -586681.375000 Penalty: 2780.521973
	Iteration 42Q: 3 clusters Score -586681.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -586684.812500 Penalty: 2780.521973
	Iteration 43Q: 3 clusters Score -586684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -586688.812500 Penalty: 2780.521973
	Iteration 44Q: 3 clusters Score -586688.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -586690.937500 Penalty: 2780.521973
	Iteration 45Q: 3 clusters Score -586690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -586692.312500 Penalty: 2780.521973
	Iteration 46Q: 3 clusters Score -586692.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -586694.187500 Penalty: 2780.521973
	Iteration 47Q: 3 clusters Score -586694.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -586696.500000 Penalty: 2780.521973
	Iteration 48Q: 3 clusters Score -586696.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -586697.062500 Penalty: 2780.521973
	Iteration 49Q: 3 clusters Score -586697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -586697.187500 Penalty: 2780.521973
	Iteration 50Q: 3 clusters Score -586697.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -586697.125000 Penalty: 2780.521973
	Iteration 51Q: 3 clusters Score -586697.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -586697.875000 Penalty: 2780.521973
	Iteration 52Q: 3 clusters Score -586697.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -586698.000000 Penalty: 2780.521973
	Iteration 53Q: 3 clusters Score -586698 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -586700.937500 Penalty: 2780.521973
	Iteration 54Q: 3 clusters Score -586700.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -586702.187500 Penalty: 2780.521973
	Iteration 55Q: 3 clusters Score -586702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -586702.812500 Penalty: 2780.521973
	Iteration 56Q: 3 clusters Score -586702.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -586705.375000 Penalty: 2780.521973
	Iteration 57Q: 3 clusters Score -586705.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -586707.625000 Penalty: 2780.521973
	Iteration 58Q: 3 clusters Score -586707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -586710.437500 Penalty: 2780.521973
	Iteration 59Q: 3 clusters Score -586710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -586711.000000 Penalty: 2780.521973
	Iteration 60F: 3 clusters Score -586711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -586711.187500 Penalty: 2780.521973
	Iteration 61Q: 3 clusters Score -586711.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -586713.687500 Penalty: 2780.521973
	Iteration 62Q: 3 clusters Score -586713.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -586714.187500 Penalty: 2780.521973
	Iteration 63Q: 3 clusters Score -586714.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -586714.125000 Penalty: 2780.521973
	Iteration 64Q: 3 clusters Score -586714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -586714.875000 Penalty: 2780.521973
	Iteration 65Q: 3 clusters Score -586714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -586715.437500 Penalty: 2780.521973
	Iteration 66Q: 3 clusters Score -586715.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -586716.125000 Penalty: 2780.521973
	Iteration 67Q: 3 clusters Score -586716.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -586716.250000 Penalty: 2780.521973
	Iteration 68Q: 3 clusters Score -586716.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -586716.937500 Penalty: 2780.521973
	Iteration 69Q: 3 clusters Score -586716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -586718.250000 Penalty: 2780.521973
	Iteration 70Q: 3 clusters Score -586718.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -586720.812500 Penalty: 2780.521973
	Iteration 71Q: 3 clusters Score -586720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -586723.875000 Penalty: 2780.521973
	Iteration 72Q: 3 clusters Score -586723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -586723.875000 Penalty: 2780.521973
	Iteration 73Q: 3 clusters Score -586723.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -586725.312500 Penalty: 2780.521973
	Iteration 74Q: 3 clusters Score -586725.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -586728.625000 Penalty: 2780.521973
	Iteration 75Q: 3 clusters Score -586728.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -586730.812500 Penalty: 2780.521973
	Iteration 76Q: 3 clusters Score -586730.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -586738.000000 Penalty: 2780.521973
	Iteration 77Q: 3 clusters Score -586738 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -586743.000000 Penalty: 2780.521973
	Iteration 78Q: 3 clusters Score -586743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -586748.000000 Penalty: 2780.521973
	Iteration 79Q: 3 clusters Score -586748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -586752.750000 Penalty: 2780.521973
	Iteration 80F: 3 clusters Score -586752.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -586755.000000 Penalty: 2780.521973
	Iteration 81Q: 3 clusters Score -586755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -586759.375000 Penalty: 2780.521973
	Iteration 82Q: 3 clusters Score -586759.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -586761.812500 Penalty: 2780.521973
	Iteration 83Q: 3 clusters Score -586761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -586762.187500 Penalty: 2780.521973
	Iteration 84Q: 3 clusters Score -586762.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -586763.437500 Penalty: 2780.521973
	Iteration 85Q: 3 clusters Score -586763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -586764.312500 Penalty: 2780.521973
	Iteration 86Q: 3 clusters Score -586764.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -586764.437500 Penalty: 2780.521973
	Iteration 87Q: 3 clusters Score -586764.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -586765.937500 Penalty: 2780.521973
	Iteration 88Q: 3 clusters Score -586765.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -586766.187500 Penalty: 2780.521973
	Iteration 89Q: 3 clusters Score -586766.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -586767.500000 Penalty: 2780.521973
	Iteration 90Q: 3 clusters Score -586767.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -586766.812500 Penalty: 2780.521973
	Iteration 91Q: 3 clusters Score -586766.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -586770.062500 Penalty: 2780.521973
	Iteration 92Q: 3 clusters Score -586770.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -586771.750000 Penalty: 2780.521973
	Iteration 93Q: 3 clusters Score -586771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -586775.125000 Penalty: 2780.521973
	Iteration 94Q: 3 clusters Score -586775.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -586779.937500 Penalty: 2780.521973
	Iteration 95Q: 3 clusters Score -586779.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -586783.812500 Penalty: 2780.521973
	Iteration 96Q: 3 clusters Score -586783.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -586789.500000 Penalty: 2780.521973
	Iteration 97Q: 3 clusters Score -586789.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -586792.875000 Penalty: 2780.521973
	Iteration 98Q: 3 clusters Score -586792.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -586799.812500 Penalty: 2780.521973
	Iteration 99Q: 3 clusters Score -586799.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -586805.937500 Penalty: 2780.521973
	Iteration 100F: 3 clusters Score -586805.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -586818.187500 Penalty: 2780.521973
	Iteration 101Q: 3 clusters Score -586818.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -586831.500000 Penalty: 2780.521973
	Iteration 102Q: 3 clusters Score -586831.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -586844.125000 Penalty: 2780.521973
	Iteration 103Q: 3 clusters Score -586844.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -586863.250000 Penalty: 2780.521973
	Iteration 104Q: 3 clusters Score -586863.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -586881.500000 Penalty: 2780.521973
	Iteration 105Q: 3 clusters Score -586881.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -586901.187500 Penalty: 2780.521973
	Iteration 106Q: 3 clusters Score -586901.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -586928.562500 Penalty: 2780.521973
	Iteration 107Q: 3 clusters Score -586928.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -586973.062500 Penalty: 2780.521973
	Iteration 108Q: 3 clusters Score -586973.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -587026.937500 Penalty: 2780.521973
	Iteration 109Q: 3 clusters Score -587026.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -587096.437500 Penalty: 2780.521973
	Iteration 110Q: 3 clusters Score -587096.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -587167.562500 Penalty: 2780.521973
	Iteration 111Q: 3 clusters Score -587167.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -587244.125000 Penalty: 2780.521973
	Iteration 112Q: 3 clusters Score -587244.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -587286.312500 Penalty: 2780.521973
	Iteration 113Q: 3 clusters Score -587286.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -587322.500000 Penalty: 2780.521973
	Iteration 114Q: 3 clusters Score -587322.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -587345.937500 Penalty: 2780.521973
	Iteration 115Q: 3 clusters Score -587345.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -587357.937500 Penalty: 2780.521973
	Iteration 116Q: 3 clusters Score -587357.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -587371.062500 Penalty: 2780.521973
	Iteration 117Q: 3 clusters Score -587371.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -587378.562500 Penalty: 2780.521973
	Iteration 118Q: 3 clusters Score -587378.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -587384.562500 Penalty: 2780.521973
	Iteration 119Q: 3 clusters Score -587384.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -587389.937500 Penalty: 2780.521973
	Iteration 120F: 3 clusters Score -587389.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -587396.687500 Penalty: 2780.521973
	Iteration 121Q: 3 clusters Score -587396.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -587402.750000 Penalty: 2780.521973
	Iteration 122Q: 3 clusters Score -587402.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -587406.250000 Penalty: 2780.521973
	Iteration 123Q: 3 clusters Score -587406.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -587407.937500 Penalty: 2780.521973
	Iteration 124Q: 3 clusters Score -587407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -587408.062500 Penalty: 2780.521973
	Iteration 125Q: 3 clusters Score -587408.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -587410.687500 Penalty: 2780.521973
	Iteration 126Q: 3 clusters Score -587410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -587411.875000 Penalty: 2780.521973
	Iteration 127Q: 3 clusters Score -587411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -587413.125000 Penalty: 2780.521973
	Iteration 128Q: 3 clusters Score -587413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -587415.500000 Penalty: 2780.521973
	Iteration 129Q: 3 clusters Score -587415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -587414.500000 Penalty: 2780.521973
	Iteration 130Q: 3 clusters Score -587414.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -587415.562500 Penalty: 2780.521973
	Iteration 131Q: 3 clusters Score -587415.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -587416.625000 Penalty: 2780.521973
	Iteration 132Q: 3 clusters Score -587416.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -587417.937500 Penalty: 2780.521973
	Iteration 133Q: 3 clusters Score -587417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -587417.312500 Penalty: 2780.521973
	Iteration 134Q: 3 clusters Score -587417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -587417.062500 Penalty: 2780.521973
	Iteration 135Q: 3 clusters Score -587417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -587417.062500 Penalty: 2780.521973
	Iteration 136F: 3 clusters Score -587417.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Entering Unmasked Estep 
Score: -231268.984375 Penalty: 1234.495361
	Iteration 0F: 2 clusters Score -231269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -229213.656250 Penalty: 2468.990723
	Iteration 0F: 3 clusters Score -229213.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -229666.312500 Penalty: 2468.990723
	Iteration 1F: 3 clusters Score -229666.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -229758.531250 Penalty: 2468.990723
	Iteration 2F: 3 clusters Score -229758.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229800.015625 Penalty: 2468.990723
	Iteration 3Q: 3 clusters Score -229800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -229823.953125 Penalty: 2468.990723
	Iteration 4Q: 3 clusters Score -229824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -229836.234375 Penalty: 2468.990723
	Iteration 5Q: 3 clusters Score -229836.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229842.359375 Penalty: 2468.990723
	Iteration 6Q: 3 clusters Score -229842.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229846.343750 Penalty: 2468.990723
	Iteration 7Q: 3 clusters Score -229846.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -229852.375000 Penalty: 2468.990723
	Iteration 8Q: 3 clusters Score -229852.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -229857.265625 Penalty: 2468.990723
	Iteration 9Q: 3 clusters Score -229857.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -229860.406250 Penalty: 2468.990723
	Iteration 10Q: 3 clusters Score -229860.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -229863.281250 Penalty: 2468.990723
	Iteration 11Q: 3 clusters Score -229863.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -229865.875000 Penalty: 2468.990723
	Iteration 12Q: 3 clusters Score -229865.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229866.656250 Penalty: 2468.990723
	Iteration 13Q: 3 clusters Score -229866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -229866.656250 Penalty: 2468.990723
	Iteration 14F: 3 clusters Score -229866.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1220 members 
Mstep: Class 3 contains 90732 members 
Mstep: Class 4 contains 13414 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 1221 members 
Mstep: Class 8 contains 24323 members 
Mstep: Class 9 contains 11021 members 
Mstep: Class 10 contains 2011 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6104 members 
Mstep: Class 13 contains 3544 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 16038 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 1064 members 
Mstep: Class 18 contains 10458 members 
Mstep: Class 19 contains 9101 members 
Mstep: Class 20 contains 3292 members 
Mstep: Class 21 contains 12401 members 
Mstep: Class 22 contains 1737 members 
Mstep: Class 23 contains 5109 members 
Mstep: Class 24 contains 3368 members 
Mstep: Class 25 contains 6535 members 
Mstep: Class 26 contains 6924 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 999 members 
Mstep: Class 29 contains 1544 members 
Mstep: Class 30 contains 5195 members 
Mstep: Class 31 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40115832.000000 Penalty: 79030.187500
Iteration 79Q: 39 clusters Score -4.011583e+07 nChanged 5823
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1215 members 
Mstep: Class 3 contains 90267 members 
Mstep: Class 4 contains 13490 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25032 members 
Mstep: Class 9 contains 11023 members 
Mstep: Class 10 contains 2027 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6177 members 
Mstep: Class 13 contains 3579 members 
Mstep: Class 14 contains 22080 members 
Mstep: Class 15 contains 16089 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 17 contains 1150 members 
Mstep: Class 18 contains 10533 members 
Mstep: Class 19 contains 9327 members 
Mstep: Class 20 contains 3272 members 
Mstep: Class 21 contains 12668 members 
Mstep: Class 22 contains 1729 members 
Mstep: Class 23 contains 5296 members 
Mstep: Class 24 contains 3394 members 
Mstep: Class 25 contains 6742 members 
Mstep: Class 26 contains 7018 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 996 members 
Mstep: Class 29 contains 1548 members 
Mstep: Class 30 contains 5115 members 
Mstep: Class 31 contains 1982 members 
Mstep: Class 32 contains 3740 members 
Mstep: Class 33 contains 469 members 
Mstep: Class 34 contains 7971 members 
Mstep: Class 35 contains 1184 members 
Mstep: Class 36 contains 5428 members 
Mstep: Class 37 contains 2531 members 
Mstep: Class 38 contains 45035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119412.000000 Penalty: 79030.187500
Iteration 80F: 39 clusters Score -4.011941e+07 nChanged 4329
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 89810 members 
Mstep: Class 4 contains 13474 members 
Mstep: Class 5 contains 4180 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 1245 members 
Mstep: Class 8 contains 25318 members 
Mstep: Class 9 contains 11009 members 
Mstep: Class 10 contains 1988 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 6156 members 
Mstep: Class 13 contains 3587 members 
Mstep: Class 14 contains 21923 members 
Mstep: Class 15 contains 16015 members 
Mstep: Class 16 contains 2167 members 
Mstep: Class 17 contains 1186 members 
Mstep: Class 18 contains 10499 members 
Mstep: Class 19 contains 9084 members 
Mstep: Class 20 contains 3193 members 
Mstep: Class 21 contains 12662 members 
Mstep: Class 22 contains 1726 members 
Mstep: Class 23 contains 5459 members 
Mstep: Class 24 contains 3397 members 
Mstep: Class 25 contains 6839 members 
Mstep: Class 26 contains 7049 members 
Mstep: Class 27 contains 21119 members 
Mstep: Class 28 contains 992 members 
Mstep: Class 29 contains 1550 members 
Mstep: Class 30 contains 5009 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 8261 members 
Mstep: Class 35 contains 1302 members 
Mstep: Class 36 contains 5433 members 
Mstep: Class 37 contains 2588 members 
Mstep: Class 38 contains 44927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121088.000000 Penalty: 79030.187500
Iteration 81Q: 39 clusters Score -4.012109e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 89486 members 
Mstep: Class 4 contains 13458 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 1439 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 8 contains 25541 members 
Mstep: Class 9 contains 10980 members 
Mstep: Class 10 contains 1960 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6157 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21786 members 
Mstep: Class 15 contains 15989 members 
Mstep: Class 16 contains 2063 members 
Mstep: Class 17 contains 1224 members 
Mstep: Class 18 contains 10467 members 
Mstep: Class 19 contains 8861 members 
Mstep: Class 20 contains 3170 members 
Mstep: Class 21 contains 12689 members 
Mstep: Class 22 contains 1724 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 3396 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 7074 members 
Mstep: Class 27 contains 21020 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 4954 members 
Mstep: Class 31 contains 1970 members 
Mstep: Class 32 contains 4584 members 
Mstep: Class 33 contains 595 members 
Mstep: Class 34 contains 8531 members 
Mstep: Class 35 contains 1408 members 
Mstep: Class 36 contains 5428 members 
Mstep: Class 37 contains 2591 members 
Mstep: Class 38 contains 44837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121680.000000 Penalty: 79030.187500
Iteration 82Q: 39 clusters Score -4.012168e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 89246 members 
Mstep: Class 4 contains 13438 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 1435 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 25724 members 
Mstep: Class 9 contains 10945 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6161 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21709 members 
Mstep: Class 15 contains 15965 members 
Mstep: Class 16 contains 1959 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 10452 members 
Mstep: Class 19 contains 8663 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 12716 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 5739 members 
Mstep: Class 24 contains 3397 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 7075 members 
Mstep: Class 27 contains 20978 members 
Mstep: Class 28 contains 991 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 4916 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 4744 members 
Mstep: Class 33 contains 592 members 
Mstep: Class 34 contains 8778 members 
Mstep: Class 35 contains 1508 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2588 members 
Mstep: Class 38 contains 44758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122036.000000 Penalty: 79030.187500
Iteration 83Q: 39 clusters Score -4.012204e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 89060 members 
Mstep: Class 4 contains 13432 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 1284 members 
Mstep: Class 8 contains 25871 members 
Mstep: Class 9 contains 10916 members 
Mstep: Class 10 contains 1930 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 6166 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 21647 members 
Mstep: Class 15 contains 15949 members 
Mstep: Class 16 contains 1868 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 10456 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 12745 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 5853 members 
Mstep: Class 24 contains 3399 members 
Mstep: Class 25 contains 6932 members 
Mstep: Class 26 contains 7069 members 
Mstep: Class 27 contains 20958 members 
Mstep: Class 28 contains 990 members 
Mstep: Class 29 contains 1551 members 
Mstep: Class 30 contains 4891 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 9015 members 
Mstep: Class 35 contains 1593 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2588 members 
Mstep: Class 38 contains 44687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122336.000000 Penalty: 79030.187500
Iteration 84Q: 39 clusters Score -4.012234e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 88918 members 
Mstep: Class 4 contains 13433 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 1282 members 
Mstep: Class 8 contains 26017 members 
Mstep: Class 9 contains 10885 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 11 contains 2249 members 
Mstep: Class 12 contains 6162 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 21598 members 
Mstep: Class 15 contains 15933 members 
Mstep: Class 16 contains 1803 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 10450 members 
Mstep: Class 19 contains 8266 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 12766 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 5947 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 6946 members 
Mstep: Class 26 contains 7068 members 
Mstep: Class 27 contains 20955 members 
Mstep: Class 28 contains 989 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4877 members 
Mstep: Class 31 contains 1957 members 
Mstep: Class 32 contains 4892 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 9229 members 
Mstep: Class 35 contains 1671 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2587 members 
Mstep: Class 38 contains 44620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122544.000000 Penalty: 79030.187500
Iteration 85Q: 39 clusters Score -4.012254e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 88795 members 
Mstep: Class 4 contains 13432 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 26126 members 
Mstep: Class 9 contains 10852 members 
Mstep: Class 10 contains 1907 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 6165 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 21565 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 10446 members 
Mstep: Class 19 contains 8073 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6025 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 7071 members 
Mstep: Class 27 contains 20947 members 
Mstep: Class 28 contains 989 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4862 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 4938 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 9444 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2588 members 
Mstep: Class 38 contains 44583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122696.000000 Penalty: 79030.187500
Iteration 86Q: 39 clusters Score -4.01227e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88700 members 
Mstep: Class 4 contains 13430 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1428 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26195 members 
Mstep: Class 9 contains 10832 members 
Mstep: Class 10 contains 1900 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 6168 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 21537 members 
Mstep: Class 15 contains 15923 members 
Mstep: Class 16 contains 1717 members 
Mstep: Class 17 contains 1270 members 
Mstep: Class 18 contains 10445 members 
Mstep: Class 19 contains 7861 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12773 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6089 members 
Mstep: Class 24 contains 3399 members 
Mstep: Class 25 contains 6962 members 
Mstep: Class 26 contains 7080 members 
Mstep: Class 27 contains 20943 members 
Mstep: Class 28 contains 988 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4851 members 
Mstep: Class 31 contains 1958 members 
Mstep: Class 32 contains 4968 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 9683 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2589 members 
Mstep: Class 38 contains 44558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122964.000000 Penalty: 79030.187500
Iteration 87Q: 39 clusters Score -4.012296e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88628 members 
Mstep: Class 4 contains 13422 members 
Mstep: Class 5 contains 4154 members 
Mstep: Class 6 contains 1425 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 26264 members 
Mstep: Class 9 contains 10804 members 
Mstep: Class 10 contains 1893 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6166 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21506 members 
Mstep: Class 15 contains 15924 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 1271 members 
Mstep: Class 18 contains 10451 members 
Mstep: Class 19 contains 7659 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12780 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6141 members 
Mstep: Class 24 contains 3399 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 7073 members 
Mstep: Class 27 contains 20937 members 
Mstep: Class 28 contains 988 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4843 members 
Mstep: Class 31 contains 1958 members 
Mstep: Class 32 contains 4983 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 9906 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2590 members 
Mstep: Class 38 contains 44540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123032.000000 Penalty: 79030.187500
Iteration 88Q: 39 clusters Score -4.012303e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88591 members 
Mstep: Class 4 contains 13416 members 
Mstep: Class 5 contains 4152 members 
Mstep: Class 6 contains 1421 members 
Mstep: Class 7 contains 1278 members 
Mstep: Class 8 contains 26291 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6170 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21483 members 
Mstep: Class 15 contains 15925 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 10459 members 
Mstep: Class 19 contains 7455 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12789 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6180 members 
Mstep: Class 24 contains 3397 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 7057 members 
Mstep: Class 27 contains 20934 members 
Mstep: Class 28 contains 988 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4842 members 
Mstep: Class 31 contains 1958 members 
Mstep: Class 32 contains 5002 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 10132 members 
Mstep: Class 35 contains 1796 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2591 members 
Mstep: Class 38 contains 44526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123192.000000 Penalty: 79030.187500
Iteration 89Q: 39 clusters Score -4.012319e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88557 members 
Mstep: Class 4 contains 13407 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 1420 members 
Mstep: Class 7 contains 1277 members 
Mstep: Class 8 contains 26315 members 
Mstep: Class 9 contains 10760 members 
Mstep: Class 10 contains 1886 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6178 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 21463 members 
Mstep: Class 15 contains 15927 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 1276 members 
Mstep: Class 18 contains 10466 members 
Mstep: Class 19 contains 7251 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 12808 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6207 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 7051 members 
Mstep: Class 27 contains 20927 members 
Mstep: Class 28 contains 987 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4837 members 
Mstep: Class 31 contains 1958 members 
Mstep: Class 32 contains 5016 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 10349 members 
Mstep: Class 35 contains 1817 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2589 members 
Mstep: Class 38 contains 44514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123308.000000 Penalty: 79030.187500
Iteration 90Q: 39 clusters Score -4.012331e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88531 members 
Mstep: Class 4 contains 13402 members 
Mstep: Class 5 contains 4147 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 26331 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 1881 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 3597 members 
Mstep: Class 14 contains 21441 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 1654 members 
Mstep: Class 17 contains 1279 members 
Mstep: Class 18 contains 10471 members 
Mstep: Class 19 contains 7025 members 
Mstep: Class 20 contains 3152 members 
Mstep: Class 21 contains 12822 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6239 members 
Mstep: Class 24 contains 3394 members 
Mstep: Class 25 contains 6979 members 
Mstep: Class 26 contains 7046 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4834 members 
Mstep: Class 31 contains 1958 members 
Mstep: Class 32 contains 5019 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 10594 members 
Mstep: Class 35 contains 1830 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2588 members 
Mstep: Class 38 contains 44501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123460.000000 Penalty: 79030.187500
Iteration 91Q: 39 clusters Score -4.012346e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88492 members 
Mstep: Class 4 contains 13398 members 
Mstep: Class 5 contains 4143 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26345 members 
Mstep: Class 9 contains 10735 members 
Mstep: Class 10 contains 1875 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6183 members 
Mstep: Class 13 contains 3599 members 
Mstep: Class 14 contains 21427 members 
Mstep: Class 15 contains 15939 members 
Mstep: Class 16 contains 1645 members 
Mstep: Class 17 contains 1280 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 6798 members 
Mstep: Class 20 contains 3154 members 
Mstep: Class 21 contains 12844 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6264 members 
Mstep: Class 24 contains 3393 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 7039 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4833 members 
Mstep: Class 31 contains 1959 members 
Mstep: Class 32 contains 5028 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 10832 members 
Mstep: Class 35 contains 1844 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2586 members 
Mstep: Class 38 contains 44489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123684.000000 Penalty: 79030.187500
Iteration 92Q: 39 clusters Score -4.012368e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88456 members 
Mstep: Class 4 contains 13397 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 1417 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26359 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 1869 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 6185 members 
Mstep: Class 13 contains 3600 members 
Mstep: Class 14 contains 21413 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 19 contains 6554 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12859 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6285 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 6979 members 
Mstep: Class 26 contains 7036 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4833 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5030 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11087 members 
Mstep: Class 35 contains 1854 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2585 members 
Mstep: Class 38 contains 44485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123872.000000 Penalty: 79030.187500
Iteration 93Q: 39 clusters Score -4.012387e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88426 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 4130 members 
Mstep: Class 6 contains 1416 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26366 members 
Mstep: Class 9 contains 10727 members 
Mstep: Class 10 contains 1864 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 6187 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 21405 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 6285 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 12884 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6302 members 
Mstep: Class 24 contains 3389 members 
Mstep: Class 25 contains 6986 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 20924 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4831 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11362 members 
Mstep: Class 35 contains 1861 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2583 members 
Mstep: Class 38 contains 44478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124008.000000 Penalty: 79030.187500
Iteration 94Q: 39 clusters Score -4.012401e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88411 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26381 members 
Mstep: Class 9 contains 10725 members 
Mstep: Class 10 contains 1861 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 6188 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21405 members 
Mstep: Class 15 contains 15940 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12893 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6307 members 
Mstep: Class 24 contains 3387 members 
Mstep: Class 25 contains 6986 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4831 members 
Mstep: Class 31 contains 1961 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11644 members 
Mstep: Class 35 contains 1862 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124224.000000 Penalty: 79030.187500
Iteration 95Q: 39 clusters Score -4.012422e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88390 members 
Mstep: Class 4 contains 13388 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26396 members 
Mstep: Class 9 contains 10726 members 
Mstep: Class 10 contains 1857 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 6187 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21401 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10472 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6313 members 
Mstep: Class 24 contains 3384 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 7035 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4829 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 11931 members 
Mstep: Class 35 contains 1863 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124436.000000 Penalty: 79030.187500
Iteration 96Q: 39 clusters Score -4.012444e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88384 members 
Mstep: Class 4 contains 13385 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26409 members 
Mstep: Class 9 contains 10721 members 
Mstep: Class 10 contains 1854 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21401 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10472 members 
Mstep: Class 19 contains 5486 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 12915 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6319 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4831 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5034 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12180 members 
Mstep: Class 35 contains 1866 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124656.000000 Penalty: 79030.187500
Iteration 97Q: 39 clusters Score -4.012466e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88378 members 
Mstep: Class 4 contains 13383 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26406 members 
Mstep: Class 9 contains 10718 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21397 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 1639 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10471 members 
Mstep: Class 19 contains 5263 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 12922 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6326 members 
Mstep: Class 24 contains 3379 members 
Mstep: Class 25 contains 6973 members 
Mstep: Class 26 contains 7034 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4827 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5034 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12419 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124872.000000 Penalty: 79030.187500
Iteration 98Q: 39 clusters Score -4.012487e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88372 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26420 members 
Mstep: Class 9 contains 10711 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21389 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10472 members 
Mstep: Class 19 contains 5080 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 12928 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6329 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 7033 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4825 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5034 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12604 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124996.000000 Penalty: 79030.187500
Iteration 99Q: 39 clusters Score -4.0125e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88363 members 
Mstep: Class 4 contains 13380 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 26432 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6188 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21386 members 
Mstep: Class 15 contains 15937 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 4935 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12924 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 3374 members 
Mstep: Class 25 contains 6973 members 
Mstep: Class 26 contains 7030 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4820 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5041 members 
Mstep: Class 33 contains 580 members 
Mstep: Class 34 contains 12753 members 
Mstep: Class 35 contains 1867 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125328.000000 Penalty: 79030.187500
Iteration 100F: 39 clusters Score -4.012533e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88356 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 26440 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6188 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21386 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 1616 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10473 members 
Mstep: Class 19 contains 4796 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12923 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6342 members 
Mstep: Class 24 contains 3373 members 
Mstep: Class 25 contains 6973 members 
Mstep: Class 26 contains 7028 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4815 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5041 members 
Mstep: Class 33 contains 582 members 
Mstep: Class 34 contains 12903 members 
Mstep: Class 35 contains 1891 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2581 members 
Mstep: Class 38 contains 44462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125416.000000 Penalty: 79030.187500
Iteration 101Q: 39 clusters Score -4.012542e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88352 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 26439 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 1852 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 6188 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21381 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 1606 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 4687 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 3373 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 7024 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4814 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5036 members 
Mstep: Class 33 contains 584 members 
Mstep: Class 34 contains 13034 members 
Mstep: Class 35 contains 1907 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125508.000000 Penalty: 79030.187500
Iteration 102Q: 39 clusters Score -4.012551e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88352 members 
Mstep: Class 4 contains 13377 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 1413 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26444 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21379 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 1598 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 10473 members 
Mstep: Class 19 contains 4615 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6348 members 
Mstep: Class 24 contains 3375 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 7025 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 986 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5034 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 13120 members 
Mstep: Class 35 contains 1921 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125532.000000 Penalty: 79030.187500
Iteration 103Q: 39 clusters Score -4.012553e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88345 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26439 members 
Mstep: Class 9 contains 10696 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21377 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 1586 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 19 contains 4581 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12892 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 6975 members 
Mstep: Class 26 contains 7023 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4812 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13172 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125524.000000 Penalty: 79030.187500
Iteration 104Q: 39 clusters Score -4.012552e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88337 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 4120 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 1273 members 
Mstep: Class 8 contains 26448 members 
Mstep: Class 9 contains 10695 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21375 members 
Mstep: Class 15 contains 15934 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10480 members 
Mstep: Class 19 contains 4551 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 3377 members 
Mstep: Class 25 contains 6974 members 
Mstep: Class 26 contains 7020 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4812 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5033 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13199 members 
Mstep: Class 35 contains 1943 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125560.000000 Penalty: 79030.187500
Iteration 105Q: 39 clusters Score -4.012556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88338 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 4118 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26447 members 
Mstep: Class 9 contains 10693 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6189 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21373 members 
Mstep: Class 15 contains 15935 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10480 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6365 members 
Mstep: Class 24 contains 3379 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5032 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13215 members 
Mstep: Class 35 contains 1949 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125552.000000 Penalty: 79030.187500
Iteration 106Q: 39 clusters Score -4.012555e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88325 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 4117 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26449 members 
Mstep: Class 9 contains 10693 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21373 members 
Mstep: Class 15 contains 15938 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10480 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6369 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 7016 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4812 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5035 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13224 members 
Mstep: Class 35 contains 1953 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125588.000000 Penalty: 79030.187500
Iteration 107Q: 39 clusters Score -4.012559e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88319 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26447 members 
Mstep: Class 9 contains 10690 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3593 members 
Mstep: Class 14 contains 21375 members 
Mstep: Class 15 contains 15939 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6379 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4812 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5038 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13226 members 
Mstep: Class 35 contains 1959 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125644.000000 Penalty: 79030.187500
Iteration 108Q: 39 clusters Score -4.012564e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88315 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 26452 members 
Mstep: Class 9 contains 10687 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3594 members 
Mstep: Class 14 contains 21373 members 
Mstep: Class 15 contains 15939 members 
Mstep: Class 16 contains 1562 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6393 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6966 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4812 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5039 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13226 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125624.000000 Penalty: 79030.187500
Iteration 109Q: 39 clusters Score -4.012562e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88311 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1276 members 
Mstep: Class 8 contains 26451 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 1846 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21372 members 
Mstep: Class 15 contains 15939 members 
Mstep: Class 16 contains 1561 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 4544 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6404 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4812 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5045 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125584.000000 Penalty: 79030.187500
Iteration 110Q: 39 clusters Score -4.012558e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88304 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4102 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26449 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 1845 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 21369 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 4543 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6415 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 7013 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5049 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125572.000000 Penalty: 79030.187500
Iteration 111Q: 39 clusters Score -4.012557e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88297 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26454 members 
Mstep: Class 9 contains 10682 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 21366 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10479 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6420 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 7014 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5050 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1960 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125576.000000 Penalty: 79030.187500
Iteration 112Q: 39 clusters Score -4.012558e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88292 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 4096 members 
Mstep: Class 6 contains 1414 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26459 members 
Mstep: Class 9 contains 10679 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 21364 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6424 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5051 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1961 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125592.000000 Penalty: 79030.187500
Iteration 113Q: 39 clusters Score -4.012559e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88284 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 1412 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26463 members 
Mstep: Class 9 contains 10675 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21364 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10478 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12902 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6431 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 7018 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1961 members 
Mstep: Class 32 contains 5052 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1964 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125560.000000 Penalty: 79030.187500
Iteration 114Q: 39 clusters Score -4.012556e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88287 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4093 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26463 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21364 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6436 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 7018 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5052 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1967 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125616.000000 Penalty: 79030.187500
Iteration 115Q: 39 clusters Score -4.012562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88285 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26462 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21362 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1571 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6441 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 7017 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1969 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125648.000000 Penalty: 79030.187500
Iteration 116Q: 39 clusters Score -4.012565e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88281 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26465 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21360 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6444 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 7018 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125672.000000 Penalty: 79030.187500
Iteration 117Q: 39 clusters Score -4.012567e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88276 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26469 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21359 members 
Mstep: Class 15 contains 15941 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10477 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3165 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6448 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 7016 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5055 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13227 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125676.000000 Penalty: 79030.187500
Iteration 118Q: 39 clusters Score -4.012568e+07 nChanged 16
Entering ConstructFrom: 
Score: -40125676.000000 Penalty: 79030.187500
Entering ConstructFrom: 
Trying to split cluster 1 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -48097.949219 Penalty: 1067.540771
	Iteration 0F: 2 clusters Score -48097.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -47088.511719 Penalty: 2135.081543
	Iteration 0F: 3 clusters Score -47088.51 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -47456.593750 Penalty: 2135.081543
	Iteration 1F: 3 clusters Score -47456.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -47688.601562 Penalty: 2135.081543
	Iteration 2F: 3 clusters Score -47688.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -47972.507812 Penalty: 2135.081543
	Iteration 3F: 3 clusters Score -47972.51 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48112.214844 Penalty: 2135.081543
	Iteration 4F: 3 clusters Score -48112.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48173.750000 Penalty: 2135.081543
	Iteration 5Q: 3 clusters Score -48173.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -48195.945312 Penalty: 2135.081543
	Iteration 6Q: 3 clusters Score -48195.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -48198.773438 Penalty: 2135.081543
	Iteration 7Q: 3 clusters Score -48198.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -48202.679688 Penalty: 2135.081543
	Iteration 8Q: 3 clusters Score -48202.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -48206.316406 Penalty: 2135.081543
	Iteration 9Q: 3 clusters Score -48206.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -48208.464844 Penalty: 2135.081543
	Iteration 10Q: 3 clusters Score -48208.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -48208.464844 Penalty: 2135.081543
	Iteration 11F: 3 clusters Score -48208.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Mstep: Class 39 contains 432 members 
Entering Unmasked Estep 
Score: -40124776.000000 Penalty: 81109.929688
Splitting cluster 1 changes total score from -40125676.000000 to -40124776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -131481.375000 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -131481.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -129907.898438 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -129907.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130309.242188 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -130309.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -130578.320312 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -130578.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130822.617188 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -130822.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -130999.164062 Penalty: 2307.240479
	Iteration 4F: 3 clusters Score -130999.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -131137.687500 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -131137.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131263.312500 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -131263.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131331.859375 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -131331.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -131378.187500 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -131378.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131422.062500 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -131422.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -131481.781250 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -131481.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -131549.500000 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -131549.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -131605.125000 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -131605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -131645.468750 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -131645.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -131671.250000 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -131671.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131696.578125 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -131696.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -131730.312500 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -131730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -131740.953125 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -131741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -131748.937500 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -131748.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -131755.859375 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -131755.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -131760.062500 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -131760.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -131773.515625 Penalty: 2307.240479
	Iteration 21Q: 3 clusters Score -131773.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131791.562500 Penalty: 2307.240479
	Iteration 22Q: 3 clusters Score -131791.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -131805.734375 Penalty: 2307.240479
	Iteration 23Q: 3 clusters Score -131805.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131829.781250 Penalty: 2307.240479
	Iteration 24Q: 3 clusters Score -131829.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131879.562500 Penalty: 2307.240479
	Iteration 25Q: 3 clusters Score -131879.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -131989.812500 Penalty: 2307.240479
	Iteration 26Q: 3 clusters Score -131989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132086.578125 Penalty: 2307.240479
	Iteration 27Q: 3 clusters Score -132086.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -132118.984375 Penalty: 2307.240479
	Iteration 28Q: 3 clusters Score -132119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132127.796875 Penalty: 2307.240479
	Iteration 29Q: 3 clusters Score -132127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -132127.796875 Penalty: 2307.240479
	Iteration 30F: 3 clusters Score -132127.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Mstep: Class 39 contains 604 members 
Entering Unmasked Estep 
Score: -40125416.000000 Penalty: 81109.929688
Splitting cluster 2 changes total score from -40125676.000000 to -40125416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (88277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88277 members 
Entering Unmasked Estep 
Score: -10128418.000000 Penalty: 1850.588257
	Iteration 0F: 2 clusters Score -1.012842e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 44131 members 
Entering Unmasked Estep 
Score: -10069237.000000 Penalty: 3701.176514
	Iteration 0F: 3 clusters Score -1.006924e+07 nChanged 42171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -10093975.000000 Penalty: 3701.176514
	Iteration 1F: 3 clusters Score -1.009398e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -10094842.000000 Penalty: 3701.176514
	Iteration 2Q: 3 clusters Score -1.009484e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -10096065.000000 Penalty: 3701.176514
	Iteration 3Q: 3 clusters Score -1.009606e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47309 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -10097379.000000 Penalty: 3701.176514
	Iteration 4Q: 3 clusters Score -1.009738e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48895 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -10099005.000000 Penalty: 3701.176514
	Iteration 5Q: 3 clusters Score -1.0099e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -10101293.000000 Penalty: 3701.176514
	Iteration 6F: 3 clusters Score -1.010129e+07 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53600 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -10104121.000000 Penalty: 3701.176514
	Iteration 7F: 3 clusters Score -1.010412e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -10107852.000000 Penalty: 3701.176514
	Iteration 8F: 3 clusters Score -1.010785e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59534 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -10111702.000000 Penalty: 3701.176514
	Iteration 9F: 3 clusters Score -1.01117e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61841 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -10114216.000000 Penalty: 3701.176514
	Iteration 10Q: 3 clusters Score -1.011422e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63770 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -10115629.000000 Penalty: 3701.176514
	Iteration 11Q: 3 clusters Score -1.011563e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -10116512.000000 Penalty: 3701.176514
	Iteration 12Q: 3 clusters Score -1.011651e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -10117167.000000 Penalty: 3701.176514
	Iteration 13Q: 3 clusters Score -1.011717e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69072 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -10117881.000000 Penalty: 3701.176514
	Iteration 14Q: 3 clusters Score -1.011788e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70906 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -10118656.000000 Penalty: 3701.176514
	Iteration 15Q: 3 clusters Score -1.011866e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -10119400.000000 Penalty: 3701.176514
	Iteration 16Q: 3 clusters Score -1.01194e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74581 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -10120303.000000 Penalty: 3701.176514
	Iteration 17Q: 3 clusters Score -1.01203e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76332 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -10121170.000000 Penalty: 3701.176514
	Iteration 18Q: 3 clusters Score -1.012117e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -10122049.000000 Penalty: 3701.176514
	Iteration 19Q: 3 clusters Score -1.012205e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79487 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -10122822.000000 Penalty: 3701.176514
	Iteration 20F: 3 clusters Score -1.012282e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -10123648.000000 Penalty: 3701.176514
	Iteration 21Q: 3 clusters Score -1.012365e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82155 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -10124320.000000 Penalty: 3701.176514
	Iteration 22Q: 3 clusters Score -1.012432e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83277 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -10125009.000000 Penalty: 3701.176514
	Iteration 23Q: 3 clusters Score -1.012501e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -10125599.000000 Penalty: 3701.176514
	Iteration 24Q: 3 clusters Score -1.01256e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85046 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -10126175.000000 Penalty: 3701.176514
	Iteration 25Q: 3 clusters Score -1.012618e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85634 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10126528.000000 Penalty: 3701.176514
	Iteration 26Q: 3 clusters Score -1.012653e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10126854.000000 Penalty: 3701.176514
	Iteration 27Q: 3 clusters Score -1.012685e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86378 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -10127024.000000 Penalty: 3701.176514
	Iteration 28Q: 3 clusters Score -1.012702e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10127125.000000 Penalty: 3701.176514
	Iteration 29Q: 3 clusters Score -1.012712e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86693 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -10127199.000000 Penalty: 3701.176514
	Iteration 30Q: 3 clusters Score -1.01272e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86779 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -10127258.000000 Penalty: 3701.176514
	Iteration 31Q: 3 clusters Score -1.012726e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86854 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -10127335.000000 Penalty: 3701.176514
	Iteration 32Q: 3 clusters Score -1.012734e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10127362.000000 Penalty: 3701.176514
	Iteration 33Q: 3 clusters Score -1.012736e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86914 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -10127381.000000 Penalty: 3701.176514
	Iteration 34Q: 3 clusters Score -1.012738e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86931 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -10127405.000000 Penalty: 3701.176514
	Iteration 35Q: 3 clusters Score -1.01274e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86950 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -10127430.000000 Penalty: 3701.176514
	Iteration 36Q: 3 clusters Score -1.012743e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -10127437.000000 Penalty: 3701.176514
	Iteration 37Q: 3 clusters Score -1.012744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86972 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -10127453.000000 Penalty: 3701.176514
	Iteration 38Q: 3 clusters Score -1.012745e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -10127467.000000 Penalty: 3701.176514
	Iteration 39Q: 3 clusters Score -1.012747e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86981 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10127472.000000 Penalty: 3701.176514
	Iteration 40F: 3 clusters Score -1.012747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86990 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10127491.000000 Penalty: 3701.176514
	Iteration 41Q: 3 clusters Score -1.012749e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87001 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10127499.000000 Penalty: 3701.176514
	Iteration 42Q: 3 clusters Score -1.01275e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10127495.000000 Penalty: 3701.176514
	Iteration 43Q: 3 clusters Score -1.01275e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87014 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10127507.000000 Penalty: 3701.176514
	Iteration 44Q: 3 clusters Score -1.012751e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87022 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -10127511.000000 Penalty: 3701.176514
	Iteration 45Q: 3 clusters Score -1.012751e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10127496.000000 Penalty: 3701.176514
	Iteration 46Q: 3 clusters Score -1.01275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10127515.000000 Penalty: 3701.176514
	Iteration 47Q: 3 clusters Score -1.012752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10127506.000000 Penalty: 3701.176514
	Iteration 48Q: 3 clusters Score -1.012751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -10127509.000000 Penalty: 3701.176514
	Iteration 49Q: 3 clusters Score -1.012751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -10127505.000000 Penalty: 3701.176514
	Iteration 50Q: 3 clusters Score -1.01275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10127501.000000 Penalty: 3701.176514
	Iteration 51Q: 3 clusters Score -1.01275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87041 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -10127508.000000 Penalty: 3701.176514
	Iteration 52Q: 3 clusters Score -1.012751e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87042 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10127510.000000 Penalty: 3701.176514
	Iteration 53Q: 3 clusters Score -1.012751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10127516.000000 Penalty: 3701.176514
	Iteration 54Q: 3 clusters Score -1.012752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10127514.000000 Penalty: 3701.176514
	Iteration 55Q: 3 clusters Score -1.012751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10127515.000000 Penalty: 3701.176514
	Iteration 56Q: 3 clusters Score -1.012752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87043 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -10127521.000000 Penalty: 3701.176514
	Iteration 57Q: 3 clusters Score -1.012752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10127526.000000 Penalty: 3701.176514
	Iteration 58Q: 3 clusters Score -1.012753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10127523.000000 Penalty: 3701.176514
	Iteration 59Q: 3 clusters Score -1.012752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -10127530.000000 Penalty: 3701.176514
	Iteration 60F: 3 clusters Score -1.012753e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10127529.000000 Penalty: 3701.176514
	Iteration 61Q: 3 clusters Score -1.012753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -10127529.000000 Penalty: 3701.176514
	Iteration 62F: 3 clusters Score -1.012753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Entering Unmasked Estep 
Score: -1529797.500000 Penalty: 1543.911377
	Iteration 0F: 2 clusters Score -1529798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1520413.375000 Penalty: 3087.822754
	Iteration 0F: 3 clusters Score -1520413 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1523537.875000 Penalty: 3087.822754
	Iteration 1F: 3 clusters Score -1523538 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1523783.125000 Penalty: 3087.822754
	Iteration 2F: 3 clusters Score -1523783 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1523979.125000 Penalty: 3087.822754
	Iteration 3Q: 3 clusters Score -1523979 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1524172.625000 Penalty: 3087.822754
	Iteration 4Q: 3 clusters Score -1524173 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1524401.250000 Penalty: 3087.822754
	Iteration 5Q: 3 clusters Score -1524401 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1524661.125000 Penalty: 3087.822754
	Iteration 6Q: 3 clusters Score -1524661 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1525008.000000 Penalty: 3087.822754
	Iteration 7Q: 3 clusters Score -1525008 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1525523.000000 Penalty: 3087.822754
	Iteration 8F: 3 clusters Score -1525523 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -1526151.750000 Penalty: 3087.822754
	Iteration 9F: 3 clusters Score -1526152 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1526844.875000 Penalty: 3087.822754
	Iteration 10F: 3 clusters Score -1526845 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1527429.125000 Penalty: 3087.822754
	Iteration 11F: 3 clusters Score -1527429 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1527879.000000 Penalty: 3087.822754
	Iteration 12Q: 3 clusters Score -1527879 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1528215.875000 Penalty: 3087.822754
	Iteration 13Q: 3 clusters Score -1528216 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1528478.875000 Penalty: 3087.822754
	Iteration 14Q: 3 clusters Score -1528479 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1528704.500000 Penalty: 3087.822754
	Iteration 15Q: 3 clusters Score -1528704 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1528908.375000 Penalty: 3087.822754
	Iteration 16Q: 3 clusters Score -1528908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1529148.750000 Penalty: 3087.822754
	Iteration 17Q: 3 clusters Score -1529149 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1529384.875000 Penalty: 3087.822754
	Iteration 18Q: 3 clusters Score -1529385 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1529591.250000 Penalty: 3087.822754
	Iteration 19Q: 3 clusters Score -1529591 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1529739.250000 Penalty: 3087.822754
	Iteration 20F: 3 clusters Score -1529739 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1529856.500000 Penalty: 3087.822754
	Iteration 21Q: 3 clusters Score -1529856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1529918.375000 Penalty: 3087.822754
	Iteration 22Q: 3 clusters Score -1529918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1529938.250000 Penalty: 3087.822754
	Iteration 23Q: 3 clusters Score -1529938 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1529957.375000 Penalty: 3087.822754
	Iteration 24Q: 3 clusters Score -1529957 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1529962.250000 Penalty: 3087.822754
	Iteration 25Q: 3 clusters Score -1529962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1529965.500000 Penalty: 3087.822754
	Iteration 26Q: 3 clusters Score -1529966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1529967.375000 Penalty: 3087.822754
	Iteration 27Q: 3 clusters Score -1529967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1529970.125000 Penalty: 3087.822754
	Iteration 28Q: 3 clusters Score -1529970 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1529973.500000 Penalty: 3087.822754
	Iteration 29Q: 3 clusters Score -1529974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1529977.375000 Penalty: 3087.822754
	Iteration 30Q: 3 clusters Score -1529977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1529977.500000 Penalty: 3087.822754
	Iteration 31Q: 3 clusters Score -1529978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1529980.000000 Penalty: 3087.822754
	Iteration 32Q: 3 clusters Score -1529980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1529980.125000 Penalty: 3087.822754
	Iteration 33Q: 3 clusters Score -1529980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1529979.625000 Penalty: 3087.822754
	Iteration 34Q: 3 clusters Score -1529980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1529979.625000 Penalty: 3087.822754
	Iteration 35F: 3 clusters Score -1529980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 4733 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 10476 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Mstep: Class 39 contains 8640 members 
Entering Unmasked Estep 
Score: -40125260.000000 Penalty: 81109.929688
Splitting cluster 4 changes total score from -40125676.000000 to -40125260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Entering Unmasked Estep 
Score: -416443.156250 Penalty: 1351.438477
	Iteration 0F: 2 clusters Score -416443.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -413049.062500 Penalty: 2702.876953
	Iteration 0F: 3 clusters Score -413049.1 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -414083.125000 Penalty: 2702.876953
	Iteration 1F: 3 clusters Score -414083.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -414396.656250 Penalty: 2702.876953
	Iteration 2F: 3 clusters Score -414396.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -414633.875000 Penalty: 2702.876953
	Iteration 3F: 3 clusters Score -414633.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -414795.687500 Penalty: 2702.876953
	Iteration 4F: 3 clusters Score -414795.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -414889.812500 Penalty: 2702.876953
	Iteration 5Q: 3 clusters Score -414889.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -414965.281250 Penalty: 2702.876953
	Iteration 6Q: 3 clusters Score -414965.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -415010.250000 Penalty: 2702.876953
	Iteration 7Q: 3 clusters Score -415010.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -415037.093750 Penalty: 2702.876953
	Iteration 8Q: 3 clusters Score -415037.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -415055.593750 Penalty: 2702.876953
	Iteration 9Q: 3 clusters Score -415055.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -415077.156250 Penalty: 2702.876953
	Iteration 10Q: 3 clusters Score -415077.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -415104.406250 Penalty: 2702.876953
	Iteration 11Q: 3 clusters Score -415104.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -415131.593750 Penalty: 2702.876953
	Iteration 12Q: 3 clusters Score -415131.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -415158.218750 Penalty: 2702.876953
	Iteration 13Q: 3 clusters Score -415158.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -415179.031250 Penalty: 2702.876953
	Iteration 14Q: 3 clusters Score -415179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -415195.468750 Penalty: 2702.876953
	Iteration 15Q: 3 clusters Score -415195.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -415211.875000 Penalty: 2702.876953
	Iteration 16Q: 3 clusters Score -415211.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -415227.656250 Penalty: 2702.876953
	Iteration 17Q: 3 clusters Score -415227.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -415240.343750 Penalty: 2702.876953
	Iteration 18Q: 3 clusters Score -415240.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -415254.187500 Penalty: 2702.876953
	Iteration 19Q: 3 clusters Score -415254.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -415266.281250 Penalty: 2702.876953
	Iteration 20F: 3 clusters Score -415266.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -415280.718750 Penalty: 2702.876953
	Iteration 21Q: 3 clusters Score -415280.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415295.906250 Penalty: 2702.876953
	Iteration 22Q: 3 clusters Score -415295.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -415312.312500 Penalty: 2702.876953
	Iteration 23Q: 3 clusters Score -415312.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -415337.250000 Penalty: 2702.876953
	Iteration 24Q: 3 clusters Score -415337.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -415363.250000 Penalty: 2702.876953
	Iteration 25Q: 3 clusters Score -415363.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -415403.625000 Penalty: 2702.876953
	Iteration 26Q: 3 clusters Score -415403.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -415453.281250 Penalty: 2702.876953
	Iteration 27Q: 3 clusters Score -415453.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -415497.968750 Penalty: 2702.876953
	Iteration 28Q: 3 clusters Score -415498 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -415543.250000 Penalty: 2702.876953
	Iteration 29Q: 3 clusters Score -415543.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -415582.156250 Penalty: 2702.876953
	Iteration 30Q: 3 clusters Score -415582.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -415626.781250 Penalty: 2702.876953
	Iteration 31Q: 3 clusters Score -415626.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -415683.281250 Penalty: 2702.876953
	Iteration 32Q: 3 clusters Score -415683.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -415740.562500 Penalty: 2702.876953
	Iteration 33Q: 3 clusters Score -415740.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -415789.968750 Penalty: 2702.876953
	Iteration 34Q: 3 clusters Score -415790 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -415834.562500 Penalty: 2702.876953
	Iteration 35Q: 3 clusters Score -415834.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -415874.500000 Penalty: 2702.876953
	Iteration 36Q: 3 clusters Score -415874.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -415910.718750 Penalty: 2702.876953
	Iteration 37Q: 3 clusters Score -415910.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -415951.812500 Penalty: 2702.876953
	Iteration 38Q: 3 clusters Score -415951.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -415984.406250 Penalty: 2702.876953
	Iteration 39Q: 3 clusters Score -415984.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -416015.281250 Penalty: 2702.876953
	Iteration 40F: 3 clusters Score -416015.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -416045.718750 Penalty: 2702.876953
	Iteration 41Q: 3 clusters Score -416045.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -416077.906250 Penalty: 2702.876953
	Iteration 42Q: 3 clusters Score -416077.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -416101.375000 Penalty: 2702.876953
	Iteration 43Q: 3 clusters Score -416101.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -416121.437500 Penalty: 2702.876953
	Iteration 44Q: 3 clusters Score -416121.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -416135.812500 Penalty: 2702.876953
	Iteration 45Q: 3 clusters Score -416135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -416147.250000 Penalty: 2702.876953
	Iteration 46Q: 3 clusters Score -416147.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -416156.500000 Penalty: 2702.876953
	Iteration 47Q: 3 clusters Score -416156.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -416162.937500 Penalty: 2702.876953
	Iteration 48Q: 3 clusters Score -416162.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -416166.156250 Penalty: 2702.876953
	Iteration 49Q: 3 clusters Score -416166.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -416170.406250 Penalty: 2702.876953
	Iteration 50Q: 3 clusters Score -416170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -416173.968750 Penalty: 2702.876953
	Iteration 51Q: 3 clusters Score -416174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -416177.187500 Penalty: 2702.876953
	Iteration 52Q: 3 clusters Score -416177.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -416179.343750 Penalty: 2702.876953
	Iteration 53Q: 3 clusters Score -416179.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -416182.281250 Penalty: 2702.876953
	Iteration 54Q: 3 clusters Score -416182.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -416184.312500 Penalty: 2702.876953
	Iteration 55Q: 3 clusters Score -416184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -416187.625000 Penalty: 2702.876953
	Iteration 56Q: 3 clusters Score -416187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -416189.843750 Penalty: 2702.876953
	Iteration 57Q: 3 clusters Score -416189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -416189.468750 Penalty: 2702.876953
	Iteration 58Q: 3 clusters Score -416189.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -416189.468750 Penalty: 2702.876953
	Iteration 59F: 3 clusters Score -416189.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -159489.546875 Penalty: 1178.458740
	Iteration 0F: 2 clusters Score -159489.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -157769.609375 Penalty: 2356.917480
	Iteration 0F: 3 clusters Score -157769.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158094.703125 Penalty: 2356.917480
	Iteration 1F: 3 clusters Score -158094.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -158197.140625 Penalty: 2356.917480
	Iteration 2F: 3 clusters Score -158197.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -158262.156250 Penalty: 2356.917480
	Iteration 3F: 3 clusters Score -158262.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -158299.734375 Penalty: 2356.917480
	Iteration 4Q: 3 clusters Score -158299.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -158320.265625 Penalty: 2356.917480
	Iteration 5Q: 3 clusters Score -158320.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -158330.296875 Penalty: 2356.917480
	Iteration 6Q: 3 clusters Score -158330.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158337.312500 Penalty: 2356.917480
	Iteration 7Q: 3 clusters Score -158337.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -158341.343750 Penalty: 2356.917480
	Iteration 8Q: 3 clusters Score -158341.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -158343.140625 Penalty: 2356.917480
	Iteration 9Q: 3 clusters Score -158343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -158344.296875 Penalty: 2356.917480
	Iteration 10Q: 3 clusters Score -158344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -158346.593750 Penalty: 2356.917480
	Iteration 11Q: 3 clusters Score -158346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -158347.562500 Penalty: 2356.917480
	Iteration 12Q: 3 clusters Score -158347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -158347.859375 Penalty: 2356.917480
	Iteration 13Q: 3 clusters Score -158347.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -158348.375000 Penalty: 2356.917480
	Iteration 14Q: 3 clusters Score -158348.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158349.078125 Penalty: 2356.917480
	Iteration 15Q: 3 clusters Score -158349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -158349.640625 Penalty: 2356.917480
	Iteration 16Q: 3 clusters Score -158349.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -158350.718750 Penalty: 2356.917480
	Iteration 17Q: 3 clusters Score -158350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158350.906250 Penalty: 2356.917480
	Iteration 18Q: 3 clusters Score -158350.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -158350.906250 Penalty: 2356.917480
	Iteration 19F: 3 clusters Score -158350.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -114354.546875 Penalty: 1161.989014
	Iteration 0F: 2 clusters Score -114354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -112736.921875 Penalty: 2323.978027
	Iteration 0F: 3 clusters Score -112736.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113208.109375 Penalty: 2323.978027
	Iteration 1F: 3 clusters Score -113208.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113403.000000 Penalty: 2323.978027
	Iteration 2F: 3 clusters Score -113403 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -113599.453125 Penalty: 2323.978027
	Iteration 3F: 3 clusters Score -113599.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -113750.421875 Penalty: 2323.978027
	Iteration 4F: 3 clusters Score -113750.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113843.187500 Penalty: 2323.978027
	Iteration 5Q: 3 clusters Score -113843.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113911.328125 Penalty: 2323.978027
	Iteration 6Q: 3 clusters Score -113911.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113936.304688 Penalty: 2323.978027
	Iteration 7Q: 3 clusters Score -113936.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -113959.304688 Penalty: 2323.978027
	Iteration 8Q: 3 clusters Score -113959.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113972.687500 Penalty: 2323.978027
	Iteration 9Q: 3 clusters Score -113972.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113980.359375 Penalty: 2323.978027
	Iteration 10Q: 3 clusters Score -113980.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113986.593750 Penalty: 2323.978027
	Iteration 11Q: 3 clusters Score -113986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113989.523438 Penalty: 2323.978027
	Iteration 12Q: 3 clusters Score -113989.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113992.367188 Penalty: 2323.978027
	Iteration 13Q: 3 clusters Score -113992.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113994.500000 Penalty: 2323.978027
	Iteration 14Q: 3 clusters Score -113994.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -113994.500000 Penalty: 2323.978027
	Iteration 15F: 3 clusters Score -113994.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26472 members 
Entering Unmasked Estep 
Score: -3049512.500000 Penalty: 1654.874390
	Iteration 0F: 2 clusters Score -3049512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -3031544.250000 Penalty: 3309.748779
	Iteration 0F: 3 clusters Score -3031544 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -3038423.500000 Penalty: 3309.748779
	Iteration 1F: 3 clusters Score -3038424 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -3038923.000000 Penalty: 3309.748779
	Iteration 2F: 3 clusters Score -3038923 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3039453.000000 Penalty: 3309.748779
	Iteration 3Q: 3 clusters Score -3039453 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3040019.000000 Penalty: 3309.748779
	Iteration 4Q: 3 clusters Score -3040019 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -3040759.750000 Penalty: 3309.748779
	Iteration 5F: 3 clusters Score -3040760 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -3041708.250000 Penalty: 3309.748779
	Iteration 6F: 3 clusters Score -3041708 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -3042922.750000 Penalty: 3309.748779
	Iteration 7F: 3 clusters Score -3042923 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3044161.750000 Penalty: 3309.748779
	Iteration 8F: 3 clusters Score -3044162 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -3045208.750000 Penalty: 3309.748779
	Iteration 9F: 3 clusters Score -3045209 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -3045947.000000 Penalty: 3309.748779
	Iteration 10Q: 3 clusters Score -3045947 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -3046459.500000 Penalty: 3309.748779
	Iteration 11Q: 3 clusters Score -3046460 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -3046793.000000 Penalty: 3309.748779
	Iteration 12Q: 3 clusters Score -3046793 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -3047077.500000 Penalty: 3309.748779
	Iteration 13Q: 3 clusters Score -3047078 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3047325.750000 Penalty: 3309.748779
	Iteration 14Q: 3 clusters Score -3047326 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3047518.000000 Penalty: 3309.748779
	Iteration 15Q: 3 clusters Score -3047518 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -3047690.750000 Penalty: 3309.748779
	Iteration 16Q: 3 clusters Score -3047691 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3047803.500000 Penalty: 3309.748779
	Iteration 17Q: 3 clusters Score -3047804 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3047891.250000 Penalty: 3309.748779
	Iteration 18Q: 3 clusters Score -3047891 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -3047982.750000 Penalty: 3309.748779
	Iteration 19Q: 3 clusters Score -3047983 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3048041.000000 Penalty: 3309.748779
	Iteration 20F: 3 clusters Score -3048041 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -3048093.250000 Penalty: 3309.748779
	Iteration 21Q: 3 clusters Score -3048093 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -3048158.500000 Penalty: 3309.748779
	Iteration 22Q: 3 clusters Score -3048158 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -3048242.250000 Penalty: 3309.748779
	Iteration 23Q: 3 clusters Score -3048242 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3048370.750000 Penalty: 3309.748779
	Iteration 24Q: 3 clusters Score -3048371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -3048464.000000 Penalty: 3309.748779
	Iteration 25Q: 3 clusters Score -3048464 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -3048529.750000 Penalty: 3309.748779
	Iteration 26Q: 3 clusters Score -3048530 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 25025 members 
Entering Unmasked Estep 
Score: -3048569.500000 Penalty: 3309.748779
	Iteration 27Q: 3 clusters Score -3048570 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -3048594.750000 Penalty: 3309.748779
	Iteration 28Q: 3 clusters Score -3048595 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -3048613.250000 Penalty: 3309.748779
	Iteration 29Q: 3 clusters Score -3048613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -3048618.500000 Penalty: 3309.748779
	Iteration 30Q: 3 clusters Score -3048618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -3048624.500000 Penalty: 3309.748779
	Iteration 31Q: 3 clusters Score -3048624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -3048631.000000 Penalty: 3309.748779
	Iteration 32Q: 3 clusters Score -3048631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3048628.500000 Penalty: 3309.748779
	Iteration 33Q: 3 clusters Score -3048628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -3048627.750000 Penalty: 3309.748779
	Iteration 34Q: 3 clusters Score -3048628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3048629.000000 Penalty: 3309.748779
	Iteration 35Q: 3 clusters Score -3048629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3048629.000000 Penalty: 3309.748779
	Iteration 36F: 3 clusters Score -3048629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Entering Unmasked Estep 
Score: -1213718.750000 Penalty: 1507.188110
	Iteration 0F: 2 clusters Score -1213719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1206095.250000 Penalty: 3014.376221
	Iteration 0F: 3 clusters Score -1206095 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1208551.875000 Penalty: 3014.376221
	Iteration 1F: 3 clusters Score -1208552 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1208776.500000 Penalty: 3014.376221
	Iteration 2F: 3 clusters Score -1208776 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1208972.250000 Penalty: 3014.376221
	Iteration 3Q: 3 clusters Score -1208972 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1209158.375000 Penalty: 3014.376221
	Iteration 4Q: 3 clusters Score -1209158 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1209333.625000 Penalty: 3014.376221
	Iteration 5Q: 3 clusters Score -1209334 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1209539.000000 Penalty: 3014.376221
	Iteration 6Q: 3 clusters Score -1209539 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1209808.750000 Penalty: 3014.376221
	Iteration 7Q: 3 clusters Score -1209809 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1210133.500000 Penalty: 3014.376221
	Iteration 8Q: 3 clusters Score -1210134 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1210485.375000 Penalty: 3014.376221
	Iteration 9Q: 3 clusters Score -1210485 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1210835.625000 Penalty: 3014.376221
	Iteration 10Q: 3 clusters Score -1210836 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1211120.750000 Penalty: 3014.376221
	Iteration 11Q: 3 clusters Score -1211121 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1211370.125000 Penalty: 3014.376221
	Iteration 12Q: 3 clusters Score -1211370 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1211637.625000 Penalty: 3014.376221
	Iteration 13Q: 3 clusters Score -1211638 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1211796.375000 Penalty: 3014.376221
	Iteration 14Q: 3 clusters Score -1211796 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1211917.625000 Penalty: 3014.376221
	Iteration 15Q: 3 clusters Score -1211918 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1212032.750000 Penalty: 3014.376221
	Iteration 16Q: 3 clusters Score -1212033 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1212136.000000 Penalty: 3014.376221
	Iteration 17Q: 3 clusters Score -1212136 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1212195.250000 Penalty: 3014.376221
	Iteration 18Q: 3 clusters Score -1212195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1212242.875000 Penalty: 3014.376221
	Iteration 19Q: 3 clusters Score -1212243 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1212292.500000 Penalty: 3014.376221
	Iteration 20F: 3 clusters Score -1212292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1212321.750000 Penalty: 3014.376221
	Iteration 21Q: 3 clusters Score -1212322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1212346.125000 Penalty: 3014.376221
	Iteration 22Q: 3 clusters Score -1212346 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1212366.625000 Penalty: 3014.376221
	Iteration 23Q: 3 clusters Score -1212367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1212377.500000 Penalty: 3014.376221
	Iteration 24Q: 3 clusters Score -1212378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1212381.875000 Penalty: 3014.376221
	Iteration 25Q: 3 clusters Score -1212382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1212383.500000 Penalty: 3014.376221
	Iteration 26Q: 3 clusters Score -1212384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1212384.125000 Penalty: 3014.376221
	Iteration 27Q: 3 clusters Score -1212384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1212383.500000 Penalty: 3014.376221
	Iteration 28Q: 3 clusters Score -1212384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1212386.750000 Penalty: 3014.376221
	Iteration 29Q: 3 clusters Score -1212387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1212392.250000 Penalty: 3014.376221
	Iteration 30Q: 3 clusters Score -1212392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1212393.625000 Penalty: 3014.376221
	Iteration 31Q: 3 clusters Score -1212394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1212397.875000 Penalty: 3014.376221
	Iteration 32Q: 3 clusters Score -1212398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1212403.500000 Penalty: 3014.376221
	Iteration 33Q: 3 clusters Score -1212404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1212406.625000 Penalty: 3014.376221
	Iteration 34Q: 3 clusters Score -1212407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1212406.875000 Penalty: 3014.376221
	Iteration 35Q: 3 clusters Score -1212407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1212409.125000 Penalty: 3014.376221
	Iteration 36Q: 3 clusters Score -1212409 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -1212411.875000 Penalty: 3014.376221
	Iteration 37Q: 3 clusters Score -1212412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1212416.000000 Penalty: 3014.376221
	Iteration 38Q: 3 clusters Score -1212416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -1212422.500000 Penalty: 3014.376221
	Iteration 39Q: 3 clusters Score -1212422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -1212425.125000 Penalty: 3014.376221
	Iteration 40F: 3 clusters Score -1212425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1212429.500000 Penalty: 3014.376221
	Iteration 41Q: 3 clusters Score -1212430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1212435.000000 Penalty: 3014.376221
	Iteration 42Q: 3 clusters Score -1212435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1212436.500000 Penalty: 3014.376221
	Iteration 43Q: 3 clusters Score -1212436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1212437.375000 Penalty: 3014.376221
	Iteration 44Q: 3 clusters Score -1212437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1212440.625000 Penalty: 3014.376221
	Iteration 45Q: 3 clusters Score -1212441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1212439.750000 Penalty: 3014.376221
	Iteration 46Q: 3 clusters Score -1212440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1212440.000000 Penalty: 3014.376221
	Iteration 47Q: 3 clusters Score -1212440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1212440.750000 Penalty: 3014.376221
	Iteration 48Q: 3 clusters Score -1212441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -1212444.750000 Penalty: 3014.376221
	Iteration 49Q: 3 clusters Score -1212445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1212450.375000 Penalty: 3014.376221
	Iteration 50Q: 3 clusters Score -1212450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1212449.250000 Penalty: 3014.376221
	Iteration 51Q: 3 clusters Score -1212449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1212449.250000 Penalty: 3014.376221
	Iteration 52F: 3 clusters Score -1212449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -198332.953125 Penalty: 1221.597168
	Iteration 0F: 2 clusters Score -198333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -196418.656250 Penalty: 2443.194336
	Iteration 0F: 3 clusters Score -196418.7 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -196956.859375 Penalty: 2443.194336
	Iteration 1F: 3 clusters Score -196956.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -197147.578125 Penalty: 2443.194336
	Iteration 2F: 3 clusters Score -197147.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -197315.640625 Penalty: 2443.194336
	Iteration 3F: 3 clusters Score -197315.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -197459.718750 Penalty: 2443.194336
	Iteration 4F: 3 clusters Score -197459.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197534.703125 Penalty: 2443.194336
	Iteration 5Q: 3 clusters Score -197534.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -197578.093750 Penalty: 2443.194336
	Iteration 6Q: 3 clusters Score -197578.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -197598.625000 Penalty: 2443.194336
	Iteration 7Q: 3 clusters Score -197598.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197615.765625 Penalty: 2443.194336
	Iteration 8Q: 3 clusters Score -197615.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197623.281250 Penalty: 2443.194336
	Iteration 9Q: 3 clusters Score -197623.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -197634.390625 Penalty: 2443.194336
	Iteration 10Q: 3 clusters Score -197634.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197641.046875 Penalty: 2443.194336
	Iteration 11Q: 3 clusters Score -197641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -197650.593750 Penalty: 2443.194336
	Iteration 12Q: 3 clusters Score -197650.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -197656.890625 Penalty: 2443.194336
	Iteration 13Q: 3 clusters Score -197656.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -197662.953125 Penalty: 2443.194336
	Iteration 14Q: 3 clusters Score -197663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -197669.015625 Penalty: 2443.194336
	Iteration 15Q: 3 clusters Score -197669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -197674.906250 Penalty: 2443.194336
	Iteration 16Q: 3 clusters Score -197674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -197679.171875 Penalty: 2443.194336
	Iteration 17Q: 3 clusters Score -197679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -197684.796875 Penalty: 2443.194336
	Iteration 18Q: 3 clusters Score -197684.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -197689.718750 Penalty: 2443.194336
	Iteration 19Q: 3 clusters Score -197689.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -197696.109375 Penalty: 2443.194336
	Iteration 20F: 3 clusters Score -197696.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -197703.671875 Penalty: 2443.194336
	Iteration 21Q: 3 clusters Score -197703.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -197714.406250 Penalty: 2443.194336
	Iteration 22Q: 3 clusters Score -197714.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -197721.265625 Penalty: 2443.194336
	Iteration 23Q: 3 clusters Score -197721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -197730.328125 Penalty: 2443.194336
	Iteration 24Q: 3 clusters Score -197730.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -197735.671875 Penalty: 2443.194336
	Iteration 25Q: 3 clusters Score -197735.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -197738.546875 Penalty: 2443.194336
	Iteration 26Q: 3 clusters Score -197738.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -197742.453125 Penalty: 2443.194336
	Iteration 27Q: 3 clusters Score -197742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -197750.453125 Penalty: 2443.194336
	Iteration 28Q: 3 clusters Score -197750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -197760.953125 Penalty: 2443.194336
	Iteration 29Q: 3 clusters Score -197761 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -197770.421875 Penalty: 2443.194336
	Iteration 30Q: 3 clusters Score -197770.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -197783.171875 Penalty: 2443.194336
	Iteration 31Q: 3 clusters Score -197783.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -197800.437500 Penalty: 2443.194336
	Iteration 32Q: 3 clusters Score -197800.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197829.109375 Penalty: 2443.194336
	Iteration 33Q: 3 clusters Score -197829.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -197867.390625 Penalty: 2443.194336
	Iteration 34Q: 3 clusters Score -197867.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -197903.562500 Penalty: 2443.194336
	Iteration 35Q: 3 clusters Score -197903.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -197942.828125 Penalty: 2443.194336
	Iteration 36Q: 3 clusters Score -197942.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -197969.203125 Penalty: 2443.194336
	Iteration 37Q: 3 clusters Score -197969.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -197987.156250 Penalty: 2443.194336
	Iteration 38Q: 3 clusters Score -197987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -198010.171875 Penalty: 2443.194336
	Iteration 39Q: 3 clusters Score -198010.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -198022.406250 Penalty: 2443.194336
	Iteration 40F: 3 clusters Score -198022.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -198034.468750 Penalty: 2443.194336
	Iteration 41Q: 3 clusters Score -198034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -198041.421875 Penalty: 2443.194336
	Iteration 42Q: 3 clusters Score -198041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -198044.453125 Penalty: 2443.194336
	Iteration 43Q: 3 clusters Score -198044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198046.015625 Penalty: 2443.194336
	Iteration 44Q: 3 clusters Score -198046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -198046.015625 Penalty: 2443.194336
	Iteration 45F: 3 clusters Score -198046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -248541.984375 Penalty: 1254.791138
	Iteration 0F: 2 clusters Score -248542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -246329.437500 Penalty: 2509.582275
	Iteration 0F: 3 clusters Score -246329.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -246907.406250 Penalty: 2509.582275
	Iteration 1F: 3 clusters Score -246907.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -247085.062500 Penalty: 2509.582275
	Iteration 2F: 3 clusters Score -247085.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -247246.281250 Penalty: 2509.582275
	Iteration 3F: 3 clusters Score -247246.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -247416.906250 Penalty: 2509.582275
	Iteration 4F: 3 clusters Score -247416.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -247598.671875 Penalty: 2509.582275
	Iteration 5F: 3 clusters Score -247598.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -247728.265625 Penalty: 2509.582275
	Iteration 6F: 3 clusters Score -247728.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -247812.203125 Penalty: 2509.582275
	Iteration 7Q: 3 clusters Score -247812.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -247866.875000 Penalty: 2509.582275
	Iteration 8Q: 3 clusters Score -247866.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -247904.968750 Penalty: 2509.582275
	Iteration 9Q: 3 clusters Score -247905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -247931.156250 Penalty: 2509.582275
	Iteration 10Q: 3 clusters Score -247931.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -247948.984375 Penalty: 2509.582275
	Iteration 11Q: 3 clusters Score -247949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -247962.359375 Penalty: 2509.582275
	Iteration 12Q: 3 clusters Score -247962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -247971.046875 Penalty: 2509.582275
	Iteration 13Q: 3 clusters Score -247971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -247979.984375 Penalty: 2509.582275
	Iteration 14Q: 3 clusters Score -247980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -247982.390625 Penalty: 2509.582275
	Iteration 15Q: 3 clusters Score -247982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -247984.062500 Penalty: 2509.582275
	Iteration 16Q: 3 clusters Score -247984.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -247984.937500 Penalty: 2509.582275
	Iteration 17Q: 3 clusters Score -247984.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -247985.281250 Penalty: 2509.582275
	Iteration 18Q: 3 clusters Score -247985.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -247985.281250 Penalty: 2509.582275
	Iteration 19F: 3 clusters Score -247985.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Entering Unmasked Estep 
Score: -711127.312500 Penalty: 1418.737183
	Iteration 0F: 2 clusters Score -711127.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -706380.875000 Penalty: 2837.474365
	Iteration 0F: 3 clusters Score -706380.9 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -707738.312500 Penalty: 2837.474365
	Iteration 1F: 3 clusters Score -707738.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -707910.875000 Penalty: 2837.474365
	Iteration 2F: 3 clusters Score -707910.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -708016.562500 Penalty: 2837.474365
	Iteration 3Q: 3 clusters Score -708016.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -708105.750000 Penalty: 2837.474365
	Iteration 4Q: 3 clusters Score -708105.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -708169.000000 Penalty: 2837.474365
	Iteration 5Q: 3 clusters Score -708169 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -708231.187500 Penalty: 2837.474365
	Iteration 6Q: 3 clusters Score -708231.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -708290.250000 Penalty: 2837.474365
	Iteration 7Q: 3 clusters Score -708290.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -708341.437500 Penalty: 2837.474365
	Iteration 8Q: 3 clusters Score -708341.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -708396.625000 Penalty: 2837.474365
	Iteration 9Q: 3 clusters Score -708396.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -708447.000000 Penalty: 2837.474365
	Iteration 10Q: 3 clusters Score -708447 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -708491.000000 Penalty: 2837.474365
	Iteration 11Q: 3 clusters Score -708491 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -708546.937500 Penalty: 2837.474365
	Iteration 12Q: 3 clusters Score -708546.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -708615.125000 Penalty: 2837.474365
	Iteration 13Q: 3 clusters Score -708615.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -708674.125000 Penalty: 2837.474365
	Iteration 14Q: 3 clusters Score -708674.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -708738.937500 Penalty: 2837.474365
	Iteration 15Q: 3 clusters Score -708738.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -708803.500000 Penalty: 2837.474365
	Iteration 16Q: 3 clusters Score -708803.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -708871.562500 Penalty: 2837.474365
	Iteration 17Q: 3 clusters Score -708871.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -708951.875000 Penalty: 2837.474365
	Iteration 18Q: 3 clusters Score -708951.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -709032.312500 Penalty: 2837.474365
	Iteration 19Q: 3 clusters Score -709032.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -709108.687500 Penalty: 2837.474365
	Iteration 20F: 3 clusters Score -709108.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -709183.812500 Penalty: 2837.474365
	Iteration 21Q: 3 clusters Score -709183.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -709263.312500 Penalty: 2837.474365
	Iteration 22Q: 3 clusters Score -709263.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -709334.125000 Penalty: 2837.474365
	Iteration 23Q: 3 clusters Score -709334.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -709390.687500 Penalty: 2837.474365
	Iteration 24Q: 3 clusters Score -709390.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -709448.187500 Penalty: 2837.474365
	Iteration 25Q: 3 clusters Score -709448.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -709515.812500 Penalty: 2837.474365
	Iteration 26Q: 3 clusters Score -709515.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -709576.750000 Penalty: 2837.474365
	Iteration 27Q: 3 clusters Score -709576.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -709623.312500 Penalty: 2837.474365
	Iteration 28Q: 3 clusters Score -709623.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -709659.812500 Penalty: 2837.474365
	Iteration 29Q: 3 clusters Score -709659.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -709694.750000 Penalty: 2837.474365
	Iteration 30Q: 3 clusters Score -709694.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -709715.187500 Penalty: 2837.474365
	Iteration 31Q: 3 clusters Score -709715.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -709747.062500 Penalty: 2837.474365
	Iteration 32Q: 3 clusters Score -709747.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -709783.875000 Penalty: 2837.474365
	Iteration 33Q: 3 clusters Score -709783.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -709818.000000 Penalty: 2837.474365
	Iteration 34Q: 3 clusters Score -709818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -709837.625000 Penalty: 2837.474365
	Iteration 35Q: 3 clusters Score -709837.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -709855.687500 Penalty: 2837.474365
	Iteration 36Q: 3 clusters Score -709855.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -709863.875000 Penalty: 2837.474365
	Iteration 37Q: 3 clusters Score -709863.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -709875.062500 Penalty: 2837.474365
	Iteration 38Q: 3 clusters Score -709875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -709882.187500 Penalty: 2837.474365
	Iteration 39Q: 3 clusters Score -709882.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -709889.062500 Penalty: 2837.474365
	Iteration 40F: 3 clusters Score -709889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -709891.437500 Penalty: 2837.474365
	Iteration 41Q: 3 clusters Score -709891.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -709895.812500 Penalty: 2837.474365
	Iteration 42Q: 3 clusters Score -709895.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -709900.437500 Penalty: 2837.474365
	Iteration 43Q: 3 clusters Score -709900.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -709907.187500 Penalty: 2837.474365
	Iteration 44Q: 3 clusters Score -709907.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -709914.125000 Penalty: 2837.474365
	Iteration 45Q: 3 clusters Score -709914.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -709917.937500 Penalty: 2837.474365
	Iteration 46Q: 3 clusters Score -709917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -709925.000000 Penalty: 2837.474365
	Iteration 47Q: 3 clusters Score -709925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -709927.750000 Penalty: 2837.474365
	Iteration 48Q: 3 clusters Score -709927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -709928.437500 Penalty: 2837.474365
	Iteration 49Q: 3 clusters Score -709928.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -709929.375000 Penalty: 2837.474365
	Iteration 50Q: 3 clusters Score -709929.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -709931.437500 Penalty: 2837.474365
	Iteration 51Q: 3 clusters Score -709931.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -709933.062500 Penalty: 2837.474365
	Iteration 52Q: 3 clusters Score -709933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -709935.375000 Penalty: 2837.474365
	Iteration 53Q: 3 clusters Score -709935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -709936.687500 Penalty: 2837.474365
	Iteration 54Q: 3 clusters Score -709936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -709938.562500 Penalty: 2837.474365
	Iteration 55Q: 3 clusters Score -709938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -709941.437500 Penalty: 2837.474365
	Iteration 56Q: 3 clusters Score -709941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -709941.125000 Penalty: 2837.474365
	Iteration 57Q: 3 clusters Score -709941.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -709944.687500 Penalty: 2837.474365
	Iteration 58Q: 3 clusters Score -709944.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -709948.125000 Penalty: 2837.474365
	Iteration 59Q: 3 clusters Score -709948.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -709949.375000 Penalty: 2837.474365
	Iteration 60F: 3 clusters Score -709949.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -709949.687500 Penalty: 2837.474365
	Iteration 61Q: 3 clusters Score -709949.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -709949.687500 Penalty: 2837.474365
	Iteration 62F: 3 clusters Score -709949.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Entering Unmasked Estep 
Score: -411004.156250 Penalty: 1330.436157
	Iteration 0F: 2 clusters Score -411004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -407959.937500 Penalty: 2660.872314
	Iteration 0F: 3 clusters Score -407959.9 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -408729.093750 Penalty: 2660.872314
	Iteration 1F: 3 clusters Score -408729.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408892.875000 Penalty: 2660.872314
	Iteration 2F: 3 clusters Score -408892.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -409003.687500 Penalty: 2660.872314
	Iteration 3F: 3 clusters Score -409003.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -409100.000000 Penalty: 2660.872314
	Iteration 4Q: 3 clusters Score -409100 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -409194.031250 Penalty: 2660.872314
	Iteration 5Q: 3 clusters Score -409194 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -409267.718750 Penalty: 2660.872314
	Iteration 6Q: 3 clusters Score -409267.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409324.250000 Penalty: 2660.872314
	Iteration 7Q: 3 clusters Score -409324.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -409376.031250 Penalty: 2660.872314
	Iteration 8Q: 3 clusters Score -409376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -409421.625000 Penalty: 2660.872314
	Iteration 9Q: 3 clusters Score -409421.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -409465.906250 Penalty: 2660.872314
	Iteration 10Q: 3 clusters Score -409465.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -409516.468750 Penalty: 2660.872314
	Iteration 11Q: 3 clusters Score -409516.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -409556.562500 Penalty: 2660.872314
	Iteration 12Q: 3 clusters Score -409556.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -409583.625000 Penalty: 2660.872314
	Iteration 13Q: 3 clusters Score -409583.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -409604.468750 Penalty: 2660.872314
	Iteration 14Q: 3 clusters Score -409604.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -409621.656250 Penalty: 2660.872314
	Iteration 15Q: 3 clusters Score -409621.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -409637.375000 Penalty: 2660.872314
	Iteration 16Q: 3 clusters Score -409637.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -409650.406250 Penalty: 2660.872314
	Iteration 17Q: 3 clusters Score -409650.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -409664.781250 Penalty: 2660.872314
	Iteration 18Q: 3 clusters Score -409664.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -409682.218750 Penalty: 2660.872314
	Iteration 19Q: 3 clusters Score -409682.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -409693.093750 Penalty: 2660.872314
	Iteration 20F: 3 clusters Score -409693.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -409702.000000 Penalty: 2660.872314
	Iteration 21Q: 3 clusters Score -409702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -409711.968750 Penalty: 2660.872314
	Iteration 22Q: 3 clusters Score -409712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -409725.593750 Penalty: 2660.872314
	Iteration 23Q: 3 clusters Score -409725.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -409736.468750 Penalty: 2660.872314
	Iteration 24Q: 3 clusters Score -409736.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -409747.812500 Penalty: 2660.872314
	Iteration 25Q: 3 clusters Score -409747.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -409761.218750 Penalty: 2660.872314
	Iteration 26Q: 3 clusters Score -409761.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -409775.218750 Penalty: 2660.872314
	Iteration 27Q: 3 clusters Score -409775.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -409788.093750 Penalty: 2660.872314
	Iteration 28Q: 3 clusters Score -409788.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -409796.187500 Penalty: 2660.872314
	Iteration 29Q: 3 clusters Score -409796.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -409800.750000 Penalty: 2660.872314
	Iteration 30Q: 3 clusters Score -409800.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -409801.750000 Penalty: 2660.872314
	Iteration 31Q: 3 clusters Score -409801.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -409804.281250 Penalty: 2660.872314
	Iteration 32Q: 3 clusters Score -409804.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -409804.093750 Penalty: 2660.872314
	Iteration 33Q: 3 clusters Score -409804.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -409804.968750 Penalty: 2660.872314
	Iteration 34Q: 3 clusters Score -409805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -409806.218750 Penalty: 2660.872314
	Iteration 35Q: 3 clusters Score -409806.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -409806.781250 Penalty: 2660.872314
	Iteration 36Q: 3 clusters Score -409806.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -409807.437500 Penalty: 2660.872314
	Iteration 37Q: 3 clusters Score -409807.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -409808.531250 Penalty: 2660.872314
	Iteration 38Q: 3 clusters Score -409808.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -409809.718750 Penalty: 2660.872314
	Iteration 39Q: 3 clusters Score -409809.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -409811.593750 Penalty: 2660.872314
	Iteration 40F: 3 clusters Score -409811.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -409813.406250 Penalty: 2660.872314
	Iteration 41Q: 3 clusters Score -409813.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -409815.250000 Penalty: 2660.872314
	Iteration 42Q: 3 clusters Score -409815.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -409816.125000 Penalty: 2660.872314
	Iteration 43Q: 3 clusters Score -409816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -409818.187500 Penalty: 2660.872314
	Iteration 44Q: 3 clusters Score -409818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -409817.812500 Penalty: 2660.872314
	Iteration 45Q: 3 clusters Score -409817.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -409819.000000 Penalty: 2660.872314
	Iteration 46Q: 3 clusters Score -409819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -409819.437500 Penalty: 2660.872314
	Iteration 47Q: 3 clusters Score -409819.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -409820.406250 Penalty: 2660.872314
	Iteration 48Q: 3 clusters Score -409820.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -409820.750000 Penalty: 2660.872314
	Iteration 49Q: 3 clusters Score -409820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -409821.500000 Penalty: 2660.872314
	Iteration 50Q: 3 clusters Score -409821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -409820.906250 Penalty: 2660.872314
	Iteration 51Q: 3 clusters Score -409820.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -409822.812500 Penalty: 2660.872314
	Iteration 52Q: 3 clusters Score -409822.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -409822.968750 Penalty: 2660.872314
	Iteration 53Q: 3 clusters Score -409823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -409822.687500 Penalty: 2660.872314
	Iteration 54Q: 3 clusters Score -409822.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -409823.312500 Penalty: 2660.872314
	Iteration 55Q: 3 clusters Score -409823.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -409823.781250 Penalty: 2660.872314
	Iteration 56Q: 3 clusters Score -409823.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -409823.781250 Penalty: 2660.872314
	Iteration 57F: 3 clusters Score -409823.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (21358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Entering Unmasked Estep 
Score: -2442096.000000 Penalty: 1619.992065
	Iteration 0F: 2 clusters Score -2442096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2427678.750000 Penalty: 3239.984131
	Iteration 0F: 3 clusters Score -2427679 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2432872.000000 Penalty: 3239.984131
	Iteration 1F: 3 clusters Score -2432872 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2433331.500000 Penalty: 3239.984131
	Iteration 2F: 3 clusters Score -2433332 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2433898.750000 Penalty: 3239.984131
	Iteration 3F: 3 clusters Score -2433899 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2434665.000000 Penalty: 3239.984131
	Iteration 4F: 3 clusters Score -2434665 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2435522.750000 Penalty: 3239.984131
	Iteration 5F: 3 clusters Score -2435523 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2436376.000000 Penalty: 3239.984131
	Iteration 6F: 3 clusters Score -2436376 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2437215.500000 Penalty: 3239.984131
	Iteration 7F: 3 clusters Score -2437216 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2438009.000000 Penalty: 3239.984131
	Iteration 8F: 3 clusters Score -2438009 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -2438671.750000 Penalty: 3239.984131
	Iteration 9F: 3 clusters Score -2438672 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2439249.000000 Penalty: 3239.984131
	Iteration 10Q: 3 clusters Score -2439249 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -2439681.500000 Penalty: 3239.984131
	Iteration 11Q: 3 clusters Score -2439682 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2440052.750000 Penalty: 3239.984131
	Iteration 12Q: 3 clusters Score -2440053 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2440448.750000 Penalty: 3239.984131
	Iteration 13Q: 3 clusters Score -2440449 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -2440767.500000 Penalty: 3239.984131
	Iteration 14Q: 3 clusters Score -2440768 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -2440977.250000 Penalty: 3239.984131
	Iteration 15Q: 3 clusters Score -2440977 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2441127.750000 Penalty: 3239.984131
	Iteration 16Q: 3 clusters Score -2441128 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -2441212.750000 Penalty: 3239.984131
	Iteration 17Q: 3 clusters Score -2441213 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -2441295.500000 Penalty: 3239.984131
	Iteration 18Q: 3 clusters Score -2441296 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2441363.250000 Penalty: 3239.984131
	Iteration 19Q: 3 clusters Score -2441363 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2441420.750000 Penalty: 3239.984131
	Iteration 20F: 3 clusters Score -2441421 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2441469.000000 Penalty: 3239.984131
	Iteration 21Q: 3 clusters Score -2441469 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -2441505.000000 Penalty: 3239.984131
	Iteration 22Q: 3 clusters Score -2441505 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2441549.500000 Penalty: 3239.984131
	Iteration 23Q: 3 clusters Score -2441550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2441597.750000 Penalty: 3239.984131
	Iteration 24Q: 3 clusters Score -2441598 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2441627.250000 Penalty: 3239.984131
	Iteration 25Q: 3 clusters Score -2441627 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2441650.000000 Penalty: 3239.984131
	Iteration 26Q: 3 clusters Score -2441650 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2441681.000000 Penalty: 3239.984131
	Iteration 27Q: 3 clusters Score -2441681 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2441699.750000 Penalty: 3239.984131
	Iteration 28Q: 3 clusters Score -2441700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2441719.000000 Penalty: 3239.984131
	Iteration 29Q: 3 clusters Score -2441719 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2441727.000000 Penalty: 3239.984131
	Iteration 30Q: 3 clusters Score -2441727 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -2441742.000000 Penalty: 3239.984131
	Iteration 31Q: 3 clusters Score -2441742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2441740.750000 Penalty: 3239.984131
	Iteration 32Q: 3 clusters Score -2441741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -2441739.000000 Penalty: 3239.984131
	Iteration 33Q: 3 clusters Score -2441739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2441746.000000 Penalty: 3239.984131
	Iteration 34Q: 3 clusters Score -2441746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2441743.750000 Penalty: 3239.984131
	Iteration 35Q: 3 clusters Score -2441744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -2441751.750000 Penalty: 3239.984131
	Iteration 36Q: 3 clusters Score -2441752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -2441758.750000 Penalty: 3239.984131
	Iteration 37Q: 3 clusters Score -2441759 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -2441752.750000 Penalty: 3239.984131
	Iteration 38Q: 3 clusters Score -2441753 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2441765.250000 Penalty: 3239.984131
	Iteration 39Q: 3 clusters Score -2441765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2441778.000000 Penalty: 3239.984131
	Iteration 40F: 3 clusters Score -2441778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2441779.000000 Penalty: 3239.984131
	Iteration 41Q: 3 clusters Score -2441779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2441784.000000 Penalty: 3239.984131
	Iteration 42Q: 3 clusters Score -2441784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2441785.750000 Penalty: 3239.984131
	Iteration 43Q: 3 clusters Score -2441786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2441786.500000 Penalty: 3239.984131
	Iteration 44Q: 3 clusters Score -2441786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2441789.750000 Penalty: 3239.984131
	Iteration 45Q: 3 clusters Score -2441790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2441794.000000 Penalty: 3239.984131
	Iteration 46Q: 3 clusters Score -2441794 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -2441794.500000 Penalty: 3239.984131
	Iteration 47Q: 3 clusters Score -2441794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2441804.750000 Penalty: 3239.984131
	Iteration 48Q: 3 clusters Score -2441805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2441810.250000 Penalty: 3239.984131
	Iteration 49Q: 3 clusters Score -2441810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2441811.500000 Penalty: 3239.984131
	Iteration 50Q: 3 clusters Score -2441812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2441819.000000 Penalty: 3239.984131
	Iteration 51Q: 3 clusters Score -2441819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2441821.000000 Penalty: 3239.984131
	Iteration 52Q: 3 clusters Score -2441821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2441822.250000 Penalty: 3239.984131
	Iteration 53Q: 3 clusters Score -2441822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -2441821.000000 Penalty: 3239.984131
	Iteration 54Q: 3 clusters Score -2441821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2441825.500000 Penalty: 3239.984131
	Iteration 55Q: 3 clusters Score -2441826 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2441828.500000 Penalty: 3239.984131
	Iteration 56Q: 3 clusters Score -2441828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2441826.500000 Penalty: 3239.984131
	Iteration 57Q: 3 clusters Score -2441826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2441827.250000 Penalty: 3239.984131
	Iteration 58Q: 3 clusters Score -2441827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2441831.250000 Penalty: 3239.984131
	Iteration 59Q: 3 clusters Score -2441831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2441832.500000 Penalty: 3239.984131
	Iteration 60F: 3 clusters Score -2441832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2441838.500000 Penalty: 3239.984131
	Iteration 61Q: 3 clusters Score -2441838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2441838.250000 Penalty: 3239.984131
	Iteration 62Q: 3 clusters Score -2441838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2441836.500000 Penalty: 3239.984131
	Iteration 63Q: 3 clusters Score -2441836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2441837.750000 Penalty: 3239.984131
	Iteration 64Q: 3 clusters Score -2441838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2441837.250000 Penalty: 3239.984131
	Iteration 65Q: 3 clusters Score -2441837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2441836.000000 Penalty: 3239.984131
	Iteration 66Q: 3 clusters Score -2441836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2441837.250000 Penalty: 3239.984131
	Iteration 67Q: 3 clusters Score -2441837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2441838.250000 Penalty: 3239.984131
	Iteration 68Q: 3 clusters Score -2441838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -2441836.250000 Penalty: 3239.984131
	Iteration 69Q: 3 clusters Score -2441836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2441837.000000 Penalty: 3239.984131
	Iteration 70Q: 3 clusters Score -2441837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2441833.000000 Penalty: 3239.984131
	Iteration 71Q: 3 clusters Score -2441833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2441843.000000 Penalty: 3239.984131
	Iteration 72Q: 3 clusters Score -2441843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2441843.250000 Penalty: 3239.984131
	Iteration 73Q: 3 clusters Score -2441843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2441840.500000 Penalty: 3239.984131
	Iteration 74Q: 3 clusters Score -2441840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2441840.500000 Penalty: 3239.984131
	Iteration 75Q: 3 clusters Score -2441840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -2441846.250000 Penalty: 3239.984131
	Iteration 76Q: 3 clusters Score -2441846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -2441849.500000 Penalty: 3239.984131
	Iteration 77Q: 3 clusters Score -2441850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2441845.000000 Penalty: 3239.984131
	Iteration 78Q: 3 clusters Score -2441845 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2441851.500000 Penalty: 3239.984131
	Iteration 79Q: 3 clusters Score -2441852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2441850.000000 Penalty: 3239.984131
	Iteration 80F: 3 clusters Score -2441850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2441846.500000 Penalty: 3239.984131
	Iteration 81Q: 3 clusters Score -2441846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2441847.250000 Penalty: 3239.984131
	Iteration 82Q: 3 clusters Score -2441847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2441852.750000 Penalty: 3239.984131
	Iteration 83Q: 3 clusters Score -2441853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2441854.750000 Penalty: 3239.984131
	Iteration 84Q: 3 clusters Score -2441855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2441854.000000 Penalty: 3239.984131
	Iteration 85Q: 3 clusters Score -2441854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2441854.250000 Penalty: 3239.984131
	Iteration 86Q: 3 clusters Score -2441854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2441854.750000 Penalty: 3239.984131
	Iteration 87Q: 3 clusters Score -2441855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2441852.250000 Penalty: 3239.984131
	Iteration 88Q: 3 clusters Score -2441852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2441857.500000 Penalty: 3239.984131
	Iteration 89Q: 3 clusters Score -2441858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2441856.500000 Penalty: 3239.984131
	Iteration 90Q: 3 clusters Score -2441856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2441857.000000 Penalty: 3239.984131
	Iteration 91Q: 3 clusters Score -2441857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2441856.250000 Penalty: 3239.984131
	Iteration 92Q: 3 clusters Score -2441856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2441856.250000 Penalty: 3239.984131
	Iteration 93F: 3 clusters Score -2441856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Entering Unmasked Estep 
Score: -1827741.750000 Penalty: 1572.465698
	Iteration 0F: 2 clusters Score -1827742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1816667.000000 Penalty: 3144.931396
	Iteration 0F: 3 clusters Score -1816667 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1820706.500000 Penalty: 3144.931396
	Iteration 1F: 3 clusters Score -1820706 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1821195.875000 Penalty: 3144.931396
	Iteration 2F: 3 clusters Score -1821196 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1821713.375000 Penalty: 3144.931396
	Iteration 3F: 3 clusters Score -1821713 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1822351.625000 Penalty: 3144.931396
	Iteration 4F: 3 clusters Score -1822352 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1823044.875000 Penalty: 3144.931396
	Iteration 5F: 3 clusters Score -1823045 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1823760.250000 Penalty: 3144.931396
	Iteration 6F: 3 clusters Score -1823760 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1824501.750000 Penalty: 3144.931396
	Iteration 7F: 3 clusters Score -1824502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1825199.375000 Penalty: 3144.931396
	Iteration 8Q: 3 clusters Score -1825199 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1825766.500000 Penalty: 3144.931396
	Iteration 9Q: 3 clusters Score -1825766 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1826131.000000 Penalty: 3144.931396
	Iteration 10Q: 3 clusters Score -1826131 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1826355.875000 Penalty: 3144.931396
	Iteration 11Q: 3 clusters Score -1826356 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1826459.250000 Penalty: 3144.931396
	Iteration 12Q: 3 clusters Score -1826459 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1826531.750000 Penalty: 3144.931396
	Iteration 13Q: 3 clusters Score -1826532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1826566.125000 Penalty: 3144.931396
	Iteration 14Q: 3 clusters Score -1826566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1826590.375000 Penalty: 3144.931396
	Iteration 15Q: 3 clusters Score -1826590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1826616.500000 Penalty: 3144.931396
	Iteration 16Q: 3 clusters Score -1826616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1826636.375000 Penalty: 3144.931396
	Iteration 17Q: 3 clusters Score -1826636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1826652.500000 Penalty: 3144.931396
	Iteration 18Q: 3 clusters Score -1826652 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1826679.750000 Penalty: 3144.931396
	Iteration 19Q: 3 clusters Score -1826680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1826687.125000 Penalty: 3144.931396
	Iteration 20F: 3 clusters Score -1826687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1826704.125000 Penalty: 3144.931396
	Iteration 21Q: 3 clusters Score -1826704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1826712.250000 Penalty: 3144.931396
	Iteration 22Q: 3 clusters Score -1826712 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1826722.500000 Penalty: 3144.931396
	Iteration 23Q: 3 clusters Score -1826722 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1826731.375000 Penalty: 3144.931396
	Iteration 24Q: 3 clusters Score -1826731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1826735.500000 Penalty: 3144.931396
	Iteration 25Q: 3 clusters Score -1826736 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1826740.750000 Penalty: 3144.931396
	Iteration 26Q: 3 clusters Score -1826741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1826741.500000 Penalty: 3144.931396
	Iteration 27Q: 3 clusters Score -1826742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1826753.375000 Penalty: 3144.931396
	Iteration 28Q: 3 clusters Score -1826753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1826753.625000 Penalty: 3144.931396
	Iteration 29Q: 3 clusters Score -1826754 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1826755.875000 Penalty: 3144.931396
	Iteration 30Q: 3 clusters Score -1826756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1826754.625000 Penalty: 3144.931396
	Iteration 31Q: 3 clusters Score -1826755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1826767.500000 Penalty: 3144.931396
	Iteration 32Q: 3 clusters Score -1826768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1826762.625000 Penalty: 3144.931396
	Iteration 33Q: 3 clusters Score -1826763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1826768.625000 Penalty: 3144.931396
	Iteration 34Q: 3 clusters Score -1826769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1826771.750000 Penalty: 3144.931396
	Iteration 35Q: 3 clusters Score -1826772 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1826771.375000 Penalty: 3144.931396
	Iteration 36Q: 3 clusters Score -1826771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1826776.000000 Penalty: 3144.931396
	Iteration 37Q: 3 clusters Score -1826776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1826783.625000 Penalty: 3144.931396
	Iteration 38Q: 3 clusters Score -1826784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1826784.125000 Penalty: 3144.931396
	Iteration 39Q: 3 clusters Score -1826784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1826785.250000 Penalty: 3144.931396
	Iteration 40F: 3 clusters Score -1826785 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1826791.625000 Penalty: 3144.931396
	Iteration 41Q: 3 clusters Score -1826792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1826788.625000 Penalty: 3144.931396
	Iteration 42Q: 3 clusters Score -1826789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1826788.625000 Penalty: 3144.931396
	Iteration 43Q: 3 clusters Score -1826789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1826789.875000 Penalty: 3144.931396
	Iteration 44Q: 3 clusters Score -1826790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1826786.750000 Penalty: 3144.931396
	Iteration 45Q: 3 clusters Score -1826787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1826788.625000 Penalty: 3144.931396
	Iteration 46Q: 3 clusters Score -1826789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1826789.000000 Penalty: 3144.931396
	Iteration 47Q: 3 clusters Score -1826789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1826791.875000 Penalty: 3144.931396
	Iteration 48Q: 3 clusters Score -1826792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1826790.750000 Penalty: 3144.931396
	Iteration 49Q: 3 clusters Score -1826791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1826792.875000 Penalty: 3144.931396
	Iteration 50Q: 3 clusters Score -1826793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1826792.875000 Penalty: 3144.931396
	Iteration 51F: 3 clusters Score -1826793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -174210.921875 Penalty: 1196.120239
	Iteration 0F: 2 clusters Score -174210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -172358.125000 Penalty: 2392.240479
	Iteration 0F: 3 clusters Score -172358.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -172756.015625 Penalty: 2392.240479
	Iteration 1F: 3 clusters Score -172756 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -172871.703125 Penalty: 2392.240479
	Iteration 2F: 3 clusters Score -172871.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -172964.109375 Penalty: 2392.240479
	Iteration 3F: 3 clusters Score -172964.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -173007.796875 Penalty: 2392.240479
	Iteration 4Q: 3 clusters Score -173007.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -173036.343750 Penalty: 2392.240479
	Iteration 5Q: 3 clusters Score -173036.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -173047.406250 Penalty: 2392.240479
	Iteration 6Q: 3 clusters Score -173047.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173056.828125 Penalty: 2392.240479
	Iteration 7Q: 3 clusters Score -173056.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -173064.328125 Penalty: 2392.240479
	Iteration 8Q: 3 clusters Score -173064.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -173073.312500 Penalty: 2392.240479
	Iteration 9Q: 3 clusters Score -173073.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -173082.234375 Penalty: 2392.240479
	Iteration 10Q: 3 clusters Score -173082.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -173090.546875 Penalty: 2392.240479
	Iteration 11Q: 3 clusters Score -173090.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -173098.906250 Penalty: 2392.240479
	Iteration 12Q: 3 clusters Score -173098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -173105.140625 Penalty: 2392.240479
	Iteration 13Q: 3 clusters Score -173105.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -173109.640625 Penalty: 2392.240479
	Iteration 14Q: 3 clusters Score -173109.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -173111.265625 Penalty: 2392.240479
	Iteration 15Q: 3 clusters Score -173111.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -173115.093750 Penalty: 2392.240479
	Iteration 16Q: 3 clusters Score -173115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -173119.046875 Penalty: 2392.240479
	Iteration 17Q: 3 clusters Score -173119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -173123.171875 Penalty: 2392.240479
	Iteration 18Q: 3 clusters Score -173123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173131.859375 Penalty: 2392.240479
	Iteration 19Q: 3 clusters Score -173131.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -173137.515625 Penalty: 2392.240479
	Iteration 20F: 3 clusters Score -173137.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -173139.468750 Penalty: 2392.240479
	Iteration 21Q: 3 clusters Score -173139.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -173143.234375 Penalty: 2392.240479
	Iteration 22Q: 3 clusters Score -173143.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -173145.859375 Penalty: 2392.240479
	Iteration 23Q: 3 clusters Score -173145.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -173149.828125 Penalty: 2392.240479
	Iteration 24Q: 3 clusters Score -173149.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -173156.296875 Penalty: 2392.240479
	Iteration 25Q: 3 clusters Score -173156.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -173163.234375 Penalty: 2392.240479
	Iteration 26Q: 3 clusters Score -173163.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -173170.000000 Penalty: 2392.240479
	Iteration 27Q: 3 clusters Score -173170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -173174.093750 Penalty: 2392.240479
	Iteration 28Q: 3 clusters Score -173174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -173178.671875 Penalty: 2392.240479
	Iteration 29Q: 3 clusters Score -173178.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173184.593750 Penalty: 2392.240479
	Iteration 30Q: 3 clusters Score -173184.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -173192.000000 Penalty: 2392.240479
	Iteration 31Q: 3 clusters Score -173192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -173195.171875 Penalty: 2392.240479
	Iteration 32Q: 3 clusters Score -173195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -173200.125000 Penalty: 2392.240479
	Iteration 33Q: 3 clusters Score -173200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -173203.921875 Penalty: 2392.240479
	Iteration 34Q: 3 clusters Score -173203.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -173208.640625 Penalty: 2392.240479
	Iteration 35Q: 3 clusters Score -173208.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -173210.281250 Penalty: 2392.240479
	Iteration 36Q: 3 clusters Score -173210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -173214.078125 Penalty: 2392.240479
	Iteration 37Q: 3 clusters Score -173214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -173215.296875 Penalty: 2392.240479
	Iteration 38Q: 3 clusters Score -173215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -173215.734375 Penalty: 2392.240479
	Iteration 39Q: 3 clusters Score -173215.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -173216.296875 Penalty: 2392.240479
	Iteration 40F: 3 clusters Score -173216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -173216.781250 Penalty: 2392.240479
	Iteration 41Q: 3 clusters Score -173216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -173217.484375 Penalty: 2392.240479
	Iteration 42Q: 3 clusters Score -173217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -173218.968750 Penalty: 2392.240479
	Iteration 43Q: 3 clusters Score -173219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -173221.406250 Penalty: 2392.240479
	Iteration 44Q: 3 clusters Score -173221.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -173225.656250 Penalty: 2392.240479
	Iteration 45Q: 3 clusters Score -173225.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -173233.796875 Penalty: 2392.240479
	Iteration 46Q: 3 clusters Score -173233.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -173250.437500 Penalty: 2392.240479
	Iteration 47Q: 3 clusters Score -173250.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -173261.468750 Penalty: 2392.240479
	Iteration 48Q: 3 clusters Score -173261.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -173272.218750 Penalty: 2392.240479
	Iteration 49Q: 3 clusters Score -173272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -173282.953125 Penalty: 2392.240479
	Iteration 50Q: 3 clusters Score -173283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -173287.203125 Penalty: 2392.240479
	Iteration 51Q: 3 clusters Score -173287.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -173290.765625 Penalty: 2392.240479
	Iteration 52Q: 3 clusters Score -173290.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -173293.250000 Penalty: 2392.240479
	Iteration 53Q: 3 clusters Score -173293.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -173298.390625 Penalty: 2392.240479
	Iteration 54Q: 3 clusters Score -173298.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -173306.437500 Penalty: 2392.240479
	Iteration 55Q: 3 clusters Score -173306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173308.796875 Penalty: 2392.240479
	Iteration 56Q: 3 clusters Score -173308.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -173310.296875 Penalty: 2392.240479
	Iteration 57Q: 3 clusters Score -173310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -173313.156250 Penalty: 2392.240479
	Iteration 58Q: 3 clusters Score -173313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -173314.531250 Penalty: 2392.240479
	Iteration 59Q: 3 clusters Score -173314.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173316.093750 Penalty: 2392.240479
	Iteration 60F: 3 clusters Score -173316.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -173316.531250 Penalty: 2392.240479
	Iteration 61Q: 3 clusters Score -173316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -173316.531250 Penalty: 2392.240479
	Iteration 62F: 3 clusters Score -173316.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -144793.515625 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -144793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -143118.406250 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -143118.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -143431.375000 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -143431.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143521.671875 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -143521.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -143557.734375 Penalty: 2326.010742
	Iteration 3Q: 3 clusters Score -143557.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -143575.640625 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -143575.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143589.703125 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -143589.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143600.421875 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -143600.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -143610.531250 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -143610.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143621.640625 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -143621.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143630.468750 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -143630.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143636.437500 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -143636.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143641.406250 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -143641.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -143642.656250 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -143642.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143645.062500 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -143645.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -143645.062500 Penalty: 2326.010742
	Iteration 14F: 3 clusters Score -143645.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Entering Unmasked Estep 
Score: -1177916.375000 Penalty: 1504.236938
	Iteration 0F: 2 clusters Score -1177916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1170492.625000 Penalty: 3008.473877
	Iteration 0F: 3 clusters Score -1170493 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1173526.625000 Penalty: 3008.473877
	Iteration 1F: 3 clusters Score -1173527 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1174525.375000 Penalty: 3008.473877
	Iteration 2F: 3 clusters Score -1174525 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1175504.750000 Penalty: 3008.473877
	Iteration 3F: 3 clusters Score -1175505 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1176147.875000 Penalty: 3008.473877
	Iteration 4F: 3 clusters Score -1176148 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1176640.375000 Penalty: 3008.473877
	Iteration 5F: 3 clusters Score -1176640 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1177087.875000 Penalty: 3008.473877
	Iteration 6F: 3 clusters Score -1177088 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1177549.250000 Penalty: 3008.473877
	Iteration 7Q: 3 clusters Score -1177549 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1177886.750000 Penalty: 3008.473877
	Iteration 8Q: 3 clusters Score -1177887 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1178111.750000 Penalty: 3008.473877
	Iteration 9Q: 3 clusters Score -1178112 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1178231.750000 Penalty: 3008.473877
	Iteration 10Q: 3 clusters Score -1178232 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1178298.875000 Penalty: 3008.473877
	Iteration 11Q: 3 clusters Score -1178299 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1178342.500000 Penalty: 3008.473877
	Iteration 12Q: 3 clusters Score -1178342 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1178379.875000 Penalty: 3008.473877
	Iteration 13Q: 3 clusters Score -1178380 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1178410.750000 Penalty: 3008.473877
	Iteration 14Q: 3 clusters Score -1178411 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1178444.125000 Penalty: 3008.473877
	Iteration 15Q: 3 clusters Score -1178444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1178471.500000 Penalty: 3008.473877
	Iteration 16Q: 3 clusters Score -1178472 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1178507.000000 Penalty: 3008.473877
	Iteration 17Q: 3 clusters Score -1178507 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1178546.250000 Penalty: 3008.473877
	Iteration 18Q: 3 clusters Score -1178546 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1178582.875000 Penalty: 3008.473877
	Iteration 19Q: 3 clusters Score -1178583 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1178609.250000 Penalty: 3008.473877
	Iteration 20F: 3 clusters Score -1178609 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1178619.625000 Penalty: 3008.473877
	Iteration 21Q: 3 clusters Score -1178620 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1178631.125000 Penalty: 3008.473877
	Iteration 22Q: 3 clusters Score -1178631 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1178638.125000 Penalty: 3008.473877
	Iteration 23Q: 3 clusters Score -1178638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1178647.625000 Penalty: 3008.473877
	Iteration 24Q: 3 clusters Score -1178648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1178658.000000 Penalty: 3008.473877
	Iteration 25Q: 3 clusters Score -1178658 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1178683.375000 Penalty: 3008.473877
	Iteration 26Q: 3 clusters Score -1178683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1178705.125000 Penalty: 3008.473877
	Iteration 27Q: 3 clusters Score -1178705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1178735.625000 Penalty: 3008.473877
	Iteration 28Q: 3 clusters Score -1178736 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1178763.250000 Penalty: 3008.473877
	Iteration 29Q: 3 clusters Score -1178763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1178788.125000 Penalty: 3008.473877
	Iteration 30Q: 3 clusters Score -1178788 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1178813.250000 Penalty: 3008.473877
	Iteration 31Q: 3 clusters Score -1178813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1178836.625000 Penalty: 3008.473877
	Iteration 32Q: 3 clusters Score -1178837 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1178856.250000 Penalty: 3008.473877
	Iteration 33Q: 3 clusters Score -1178856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1178877.250000 Penalty: 3008.473877
	Iteration 34Q: 3 clusters Score -1178877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1178888.625000 Penalty: 3008.473877
	Iteration 35Q: 3 clusters Score -1178889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1178897.750000 Penalty: 3008.473877
	Iteration 36Q: 3 clusters Score -1178898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1178910.000000 Penalty: 3008.473877
	Iteration 37Q: 3 clusters Score -1178910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1178920.625000 Penalty: 3008.473877
	Iteration 38Q: 3 clusters Score -1178921 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1178931.500000 Penalty: 3008.473877
	Iteration 39Q: 3 clusters Score -1178932 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1178940.125000 Penalty: 3008.473877
	Iteration 40F: 3 clusters Score -1178940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1178945.625000 Penalty: 3008.473877
	Iteration 41Q: 3 clusters Score -1178946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1178949.625000 Penalty: 3008.473877
	Iteration 42Q: 3 clusters Score -1178950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1178954.375000 Penalty: 3008.473877
	Iteration 43Q: 3 clusters Score -1178954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1178956.875000 Penalty: 3008.473877
	Iteration 44Q: 3 clusters Score -1178957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1178955.875000 Penalty: 3008.473877
	Iteration 45Q: 3 clusters Score -1178956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1178960.125000 Penalty: 3008.473877
	Iteration 46Q: 3 clusters Score -1178960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1178961.250000 Penalty: 3008.473877
	Iteration 47Q: 3 clusters Score -1178961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1178964.375000 Penalty: 3008.473877
	Iteration 48Q: 3 clusters Score -1178964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1178965.000000 Penalty: 3008.473877
	Iteration 49Q: 3 clusters Score -1178965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1178966.125000 Penalty: 3008.473877
	Iteration 50Q: 3 clusters Score -1178966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1178966.500000 Penalty: 3008.473877
	Iteration 51Q: 3 clusters Score -1178966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1178968.750000 Penalty: 3008.473877
	Iteration 52Q: 3 clusters Score -1178969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1178966.375000 Penalty: 3008.473877
	Iteration 53Q: 3 clusters Score -1178966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1178967.125000 Penalty: 3008.473877
	Iteration 54Q: 3 clusters Score -1178967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1178968.250000 Penalty: 3008.473877
	Iteration 55Q: 3 clusters Score -1178968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1178969.250000 Penalty: 3008.473877
	Iteration 56Q: 3 clusters Score -1178969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1178969.250000 Penalty: 3008.473877
	Iteration 57F: 3 clusters Score -1178969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Mstep: Class 39 contains 6115 members 
Entering Unmasked Estep 
Score: -40126192.000000 Penalty: 81109.929688
Splitting cluster 18 changes total score from -40125676.000000 to -40126192.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 19 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -527144.562500 Penalty: 1368.432373
	Iteration 0F: 2 clusters Score -527144.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -523398.062500 Penalty: 2736.864746
	Iteration 0F: 3 clusters Score -523398.1 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -524418.500000 Penalty: 2736.864746
	Iteration 1F: 3 clusters Score -524418.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -524593.187500 Penalty: 2736.864746
	Iteration 2F: 3 clusters Score -524593.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -524696.000000 Penalty: 2736.864746
	Iteration 3F: 3 clusters Score -524696 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -524772.625000 Penalty: 2736.864746
	Iteration 4Q: 3 clusters Score -524772.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -524844.125000 Penalty: 2736.864746
	Iteration 5Q: 3 clusters Score -524844.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -524904.562500 Penalty: 2736.864746
	Iteration 6Q: 3 clusters Score -524904.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -524957.937500 Penalty: 2736.864746
	Iteration 7Q: 3 clusters Score -524957.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -525016.437500 Penalty: 2736.864746
	Iteration 8Q: 3 clusters Score -525016.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -525076.125000 Penalty: 2736.864746
	Iteration 9Q: 3 clusters Score -525076.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -525146.937500 Penalty: 2736.864746
	Iteration 10Q: 3 clusters Score -525146.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -525226.187500 Penalty: 2736.864746
	Iteration 11Q: 3 clusters Score -525226.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -525322.437500 Penalty: 2736.864746
	Iteration 12Q: 3 clusters Score -525322.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -525420.625000 Penalty: 2736.864746
	Iteration 13Q: 3 clusters Score -525420.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -525519.937500 Penalty: 2736.864746
	Iteration 14Q: 3 clusters Score -525519.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -525612.187500 Penalty: 2736.864746
	Iteration 15Q: 3 clusters Score -525612.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -525707.687500 Penalty: 2736.864746
	Iteration 16Q: 3 clusters Score -525707.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -525793.625000 Penalty: 2736.864746
	Iteration 17Q: 3 clusters Score -525793.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -525861.625000 Penalty: 2736.864746
	Iteration 18Q: 3 clusters Score -525861.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -525903.812500 Penalty: 2736.864746
	Iteration 19Q: 3 clusters Score -525903.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -525937.687500 Penalty: 2736.864746
	Iteration 20F: 3 clusters Score -525937.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -525963.875000 Penalty: 2736.864746
	Iteration 21Q: 3 clusters Score -525963.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -525987.250000 Penalty: 2736.864746
	Iteration 22Q: 3 clusters Score -525987.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -525999.687500 Penalty: 2736.864746
	Iteration 23Q: 3 clusters Score -525999.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -526013.750000 Penalty: 2736.864746
	Iteration 24Q: 3 clusters Score -526013.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -526023.375000 Penalty: 2736.864746
	Iteration 25Q: 3 clusters Score -526023.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -526030.000000 Penalty: 2736.864746
	Iteration 26Q: 3 clusters Score -526030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -526037.375000 Penalty: 2736.864746
	Iteration 27Q: 3 clusters Score -526037.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -526041.062500 Penalty: 2736.864746
	Iteration 28Q: 3 clusters Score -526041.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -526047.000000 Penalty: 2736.864746
	Iteration 29Q: 3 clusters Score -526047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -526050.812500 Penalty: 2736.864746
	Iteration 30Q: 3 clusters Score -526050.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -526052.937500 Penalty: 2736.864746
	Iteration 31Q: 3 clusters Score -526052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -526053.312500 Penalty: 2736.864746
	Iteration 32Q: 3 clusters Score -526053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -526053.500000 Penalty: 2736.864746
	Iteration 33Q: 3 clusters Score -526053.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -526055.062500 Penalty: 2736.864746
	Iteration 34Q: 3 clusters Score -526055.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -526055.062500 Penalty: 2736.864746
	Iteration 35F: 3 clusters Score -526055.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Entering Unmasked Estep 
Score: -322240.875000 Penalty: 1309.683716
	Iteration 0F: 2 clusters Score -322240.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -319368.593750 Penalty: 2619.367432
	Iteration 0F: 3 clusters Score -319368.6 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -320238.562500 Penalty: 2619.367432
	Iteration 1F: 3 clusters Score -320238.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -320491.406250 Penalty: 2619.367432
	Iteration 2F: 3 clusters Score -320491.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -320632.875000 Penalty: 2619.367432
	Iteration 3F: 3 clusters Score -320632.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -320712.187500 Penalty: 2619.367432
	Iteration 4Q: 3 clusters Score -320712.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -320762.781250 Penalty: 2619.367432
	Iteration 5Q: 3 clusters Score -320762.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -320806.250000 Penalty: 2619.367432
	Iteration 6Q: 3 clusters Score -320806.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -320833.687500 Penalty: 2619.367432
	Iteration 7Q: 3 clusters Score -320833.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320862.656250 Penalty: 2619.367432
	Iteration 8Q: 3 clusters Score -320862.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -320887.625000 Penalty: 2619.367432
	Iteration 9Q: 3 clusters Score -320887.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -320905.593750 Penalty: 2619.367432
	Iteration 10Q: 3 clusters Score -320905.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -320920.625000 Penalty: 2619.367432
	Iteration 11Q: 3 clusters Score -320920.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -320933.593750 Penalty: 2619.367432
	Iteration 12Q: 3 clusters Score -320933.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -320945.687500 Penalty: 2619.367432
	Iteration 13Q: 3 clusters Score -320945.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -320956.531250 Penalty: 2619.367432
	Iteration 14Q: 3 clusters Score -320956.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -320968.937500 Penalty: 2619.367432
	Iteration 15Q: 3 clusters Score -320968.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -320980.343750 Penalty: 2619.367432
	Iteration 16Q: 3 clusters Score -320980.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -320989.343750 Penalty: 2619.367432
	Iteration 17Q: 3 clusters Score -320989.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -320999.187500 Penalty: 2619.367432
	Iteration 18Q: 3 clusters Score -320999.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -321008.656250 Penalty: 2619.367432
	Iteration 19Q: 3 clusters Score -321008.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -321018.968750 Penalty: 2619.367432
	Iteration 20F: 3 clusters Score -321019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -321029.062500 Penalty: 2619.367432
	Iteration 21Q: 3 clusters Score -321029.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -321037.937500 Penalty: 2619.367432
	Iteration 22Q: 3 clusters Score -321037.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -321042.468750 Penalty: 2619.367432
	Iteration 23Q: 3 clusters Score -321042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -321045.156250 Penalty: 2619.367432
	Iteration 24Q: 3 clusters Score -321045.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -321046.593750 Penalty: 2619.367432
	Iteration 25Q: 3 clusters Score -321046.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -321046.156250 Penalty: 2619.367432
	Iteration 26Q: 3 clusters Score -321046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -321047.500000 Penalty: 2619.367432
	Iteration 27Q: 3 clusters Score -321047.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -321047.375000 Penalty: 2619.367432
	Iteration 28Q: 3 clusters Score -321047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -321048.812500 Penalty: 2619.367432
	Iteration 29Q: 3 clusters Score -321048.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -321049.218750 Penalty: 2619.367432
	Iteration 30Q: 3 clusters Score -321049.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -321050.875000 Penalty: 2619.367432
	Iteration 31Q: 3 clusters Score -321050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -321054.406250 Penalty: 2619.367432
	Iteration 32Q: 3 clusters Score -321054.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -321055.468750 Penalty: 2619.367432
	Iteration 33Q: 3 clusters Score -321055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -321057.687500 Penalty: 2619.367432
	Iteration 34Q: 3 clusters Score -321057.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -321060.593750 Penalty: 2619.367432
	Iteration 35Q: 3 clusters Score -321060.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -321063.968750 Penalty: 2619.367432
	Iteration 36Q: 3 clusters Score -321064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -321070.343750 Penalty: 2619.367432
	Iteration 37Q: 3 clusters Score -321070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -321075.375000 Penalty: 2619.367432
	Iteration 38Q: 3 clusters Score -321075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -321084.593750 Penalty: 2619.367432
	Iteration 39Q: 3 clusters Score -321084.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -321092.750000 Penalty: 2619.367432
	Iteration 40F: 3 clusters Score -321092.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -321101.562500 Penalty: 2619.367432
	Iteration 41Q: 3 clusters Score -321101.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -321108.812500 Penalty: 2619.367432
	Iteration 42Q: 3 clusters Score -321108.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -321115.500000 Penalty: 2619.367432
	Iteration 43Q: 3 clusters Score -321115.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -321121.656250 Penalty: 2619.367432
	Iteration 44Q: 3 clusters Score -321121.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -321125.031250 Penalty: 2619.367432
	Iteration 45Q: 3 clusters Score -321125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -321127.406250 Penalty: 2619.367432
	Iteration 46Q: 3 clusters Score -321127.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -321129.875000 Penalty: 2619.367432
	Iteration 47Q: 3 clusters Score -321129.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -321132.750000 Penalty: 2619.367432
	Iteration 48Q: 3 clusters Score -321132.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -321134.531250 Penalty: 2619.367432
	Iteration 49Q: 3 clusters Score -321134.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -321136.906250 Penalty: 2619.367432
	Iteration 50Q: 3 clusters Score -321136.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -321140.156250 Penalty: 2619.367432
	Iteration 51Q: 3 clusters Score -321140.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -321142.906250 Penalty: 2619.367432
	Iteration 52Q: 3 clusters Score -321142.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321144.812500 Penalty: 2619.367432
	Iteration 53Q: 3 clusters Score -321144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -321147.000000 Penalty: 2619.367432
	Iteration 54Q: 3 clusters Score -321147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -321148.531250 Penalty: 2619.367432
	Iteration 55Q: 3 clusters Score -321148.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321149.031250 Penalty: 2619.367432
	Iteration 56Q: 3 clusters Score -321149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -321150.000000 Penalty: 2619.367432
	Iteration 57Q: 3 clusters Score -321150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -321150.593750 Penalty: 2619.367432
	Iteration 58Q: 3 clusters Score -321150.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -321151.000000 Penalty: 2619.367432
	Iteration 59Q: 3 clusters Score -321151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -321151.687500 Penalty: 2619.367432
	Iteration 60F: 3 clusters Score -321151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -321151.437500 Penalty: 2619.367432
	Iteration 61Q: 3 clusters Score -321151.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -321151.437500 Penalty: 2619.367432
	Iteration 62F: 3 clusters Score -321151.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Entering Unmasked Estep 
Score: -1456437.750000 Penalty: 1538.110107
	Iteration 0F: 2 clusters Score -1456438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1447471.500000 Penalty: 3076.220215
	Iteration 0F: 3 clusters Score -1447472 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1450770.875000 Penalty: 3076.220215
	Iteration 1F: 3 clusters Score -1450771 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1451361.125000 Penalty: 3076.220215
	Iteration 2F: 3 clusters Score -1451361 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1451931.000000 Penalty: 3076.220215
	Iteration 3F: 3 clusters Score -1451931 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1452449.500000 Penalty: 3076.220215
	Iteration 4F: 3 clusters Score -1452450 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1452966.875000 Penalty: 3076.220215
	Iteration 5F: 3 clusters Score -1452967 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1453454.375000 Penalty: 3076.220215
	Iteration 6F: 3 clusters Score -1453454 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1453953.875000 Penalty: 3076.220215
	Iteration 7Q: 3 clusters Score -1453954 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1454422.625000 Penalty: 3076.220215
	Iteration 8Q: 3 clusters Score -1454423 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1454837.125000 Penalty: 3076.220215
	Iteration 9Q: 3 clusters Score -1454837 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1455172.375000 Penalty: 3076.220215
	Iteration 10Q: 3 clusters Score -1455172 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1455368.375000 Penalty: 3076.220215
	Iteration 11Q: 3 clusters Score -1455368 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1455473.000000 Penalty: 3076.220215
	Iteration 12Q: 3 clusters Score -1455473 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1455542.250000 Penalty: 3076.220215
	Iteration 13Q: 3 clusters Score -1455542 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1455589.250000 Penalty: 3076.220215
	Iteration 14Q: 3 clusters Score -1455589 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1455615.625000 Penalty: 3076.220215
	Iteration 15Q: 3 clusters Score -1455616 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1455628.250000 Penalty: 3076.220215
	Iteration 16Q: 3 clusters Score -1455628 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1455636.875000 Penalty: 3076.220215
	Iteration 17Q: 3 clusters Score -1455637 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -1455642.500000 Penalty: 3076.220215
	Iteration 18Q: 3 clusters Score -1455642 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1455647.625000 Penalty: 3076.220215
	Iteration 19Q: 3 clusters Score -1455648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1455657.000000 Penalty: 3076.220215
	Iteration 20F: 3 clusters Score -1455657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1455656.750000 Penalty: 3076.220215
	Iteration 21Q: 3 clusters Score -1455657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1455660.875000 Penalty: 3076.220215
	Iteration 22Q: 3 clusters Score -1455661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1455660.875000 Penalty: 3076.220215
	Iteration 23Q: 3 clusters Score -1455661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1455664.000000 Penalty: 3076.220215
	Iteration 24Q: 3 clusters Score -1455664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1455664.875000 Penalty: 3076.220215
	Iteration 25Q: 3 clusters Score -1455665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1455667.375000 Penalty: 3076.220215
	Iteration 26Q: 3 clusters Score -1455667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1455667.625000 Penalty: 3076.220215
	Iteration 27Q: 3 clusters Score -1455668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -1455667.625000 Penalty: 3076.220215
	Iteration 28F: 3 clusters Score -1455668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -188339.296875 Penalty: 1210.921143
	Iteration 0F: 2 clusters Score -188339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -186482.312500 Penalty: 2421.842285
	Iteration 0F: 3 clusters Score -186482.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -186911.828125 Penalty: 2421.842285
	Iteration 1F: 3 clusters Score -186911.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -187091.734375 Penalty: 2421.842285
	Iteration 2F: 3 clusters Score -187091.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -187252.859375 Penalty: 2421.842285
	Iteration 3F: 3 clusters Score -187252.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -187419.640625 Penalty: 2421.842285
	Iteration 4F: 3 clusters Score -187419.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -187579.125000 Penalty: 2421.842285
	Iteration 5F: 3 clusters Score -187579.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187704.656250 Penalty: 2421.842285
	Iteration 6F: 3 clusters Score -187704.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -187784.125000 Penalty: 2421.842285
	Iteration 7Q: 3 clusters Score -187784.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -187837.000000 Penalty: 2421.842285
	Iteration 8Q: 3 clusters Score -187837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -187867.125000 Penalty: 2421.842285
	Iteration 9Q: 3 clusters Score -187867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -187886.718750 Penalty: 2421.842285
	Iteration 10Q: 3 clusters Score -187886.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -187896.609375 Penalty: 2421.842285
	Iteration 11Q: 3 clusters Score -187896.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -187900.359375 Penalty: 2421.842285
	Iteration 12Q: 3 clusters Score -187900.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -187901.515625 Penalty: 2421.842285
	Iteration 13Q: 3 clusters Score -187901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -187903.046875 Penalty: 2421.842285
	Iteration 14Q: 3 clusters Score -187903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187904.515625 Penalty: 2421.842285
	Iteration 15Q: 3 clusters Score -187904.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -187904.515625 Penalty: 2421.842285
	Iteration 16F: 3 clusters Score -187904.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Entering Unmasked Estep 
Score: -757153.062500 Penalty: 1425.398193
	Iteration 0F: 2 clusters Score -757153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -752272.125000 Penalty: 2850.796387
	Iteration 0F: 3 clusters Score -752272.1 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -753694.937500 Penalty: 2850.796387
	Iteration 1F: 3 clusters Score -753694.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -753991.125000 Penalty: 2850.796387
	Iteration 2F: 3 clusters Score -753991.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -754267.937500 Penalty: 2850.796387
	Iteration 3F: 3 clusters Score -754267.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -754518.937500 Penalty: 2850.796387
	Iteration 4F: 3 clusters Score -754518.9 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -754748.125000 Penalty: 2850.796387
	Iteration 5F: 3 clusters Score -754748.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -754977.437500 Penalty: 2850.796387
	Iteration 6Q: 3 clusters Score -754977.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -755227.312500 Penalty: 2850.796387
	Iteration 7Q: 3 clusters Score -755227.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -755427.125000 Penalty: 2850.796387
	Iteration 8Q: 3 clusters Score -755427.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -755558.750000 Penalty: 2850.796387
	Iteration 9Q: 3 clusters Score -755558.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -755649.812500 Penalty: 2850.796387
	Iteration 10Q: 3 clusters Score -755649.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -755716.500000 Penalty: 2850.796387
	Iteration 11Q: 3 clusters Score -755716.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -755780.812500 Penalty: 2850.796387
	Iteration 12Q: 3 clusters Score -755780.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -755847.187500 Penalty: 2850.796387
	Iteration 13Q: 3 clusters Score -755847.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -755893.375000 Penalty: 2850.796387
	Iteration 14Q: 3 clusters Score -755893.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -755924.000000 Penalty: 2850.796387
	Iteration 15Q: 3 clusters Score -755924 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -755952.250000 Penalty: 2850.796387
	Iteration 16Q: 3 clusters Score -755952.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -755972.625000 Penalty: 2850.796387
	Iteration 17Q: 3 clusters Score -755972.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -755993.000000 Penalty: 2850.796387
	Iteration 18Q: 3 clusters Score -755993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -756007.125000 Penalty: 2850.796387
	Iteration 19Q: 3 clusters Score -756007.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -756020.250000 Penalty: 2850.796387
	Iteration 20F: 3 clusters Score -756020.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -756028.875000 Penalty: 2850.796387
	Iteration 21Q: 3 clusters Score -756028.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -756034.187500 Penalty: 2850.796387
	Iteration 22Q: 3 clusters Score -756034.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -756038.875000 Penalty: 2850.796387
	Iteration 23Q: 3 clusters Score -756038.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -756044.125000 Penalty: 2850.796387
	Iteration 24Q: 3 clusters Score -756044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -756049.500000 Penalty: 2850.796387
	Iteration 25Q: 3 clusters Score -756049.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -756052.062500 Penalty: 2850.796387
	Iteration 26Q: 3 clusters Score -756052.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -756054.875000 Penalty: 2850.796387
	Iteration 27Q: 3 clusters Score -756054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -756055.312500 Penalty: 2850.796387
	Iteration 28Q: 3 clusters Score -756055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -756056.812500 Penalty: 2850.796387
	Iteration 29Q: 3 clusters Score -756056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -756057.375000 Penalty: 2850.796387
	Iteration 30Q: 3 clusters Score -756057.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -756056.812500 Penalty: 2850.796387
	Iteration 31Q: 3 clusters Score -756056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -756058.000000 Penalty: 2850.796387
	Iteration 32Q: 3 clusters Score -756058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -756059.312500 Penalty: 2850.796387
	Iteration 33Q: 3 clusters Score -756059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -756057.812500 Penalty: 2850.796387
	Iteration 34Q: 3 clusters Score -756057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -756059.187500 Penalty: 2850.796387
	Iteration 35Q: 3 clusters Score -756059.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -756058.187500 Penalty: 2850.796387
	Iteration 36Q: 3 clusters Score -756058.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -756060.375000 Penalty: 2850.796387
	Iteration 37Q: 3 clusters Score -756060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -756059.875000 Penalty: 2850.796387
	Iteration 38Q: 3 clusters Score -756059.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -756061.625000 Penalty: 2850.796387
	Iteration 39Q: 3 clusters Score -756061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -756060.000000 Penalty: 2850.796387
	Iteration 40F: 3 clusters Score -756060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -756059.750000 Penalty: 2850.796387
	Iteration 41Q: 3 clusters Score -756059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -756061.250000 Penalty: 2850.796387
	Iteration 42Q: 3 clusters Score -756061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -756060.687500 Penalty: 2850.796387
	Iteration 43Q: 3 clusters Score -756060.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -756061.562500 Penalty: 2850.796387
	Iteration 44Q: 3 clusters Score -756061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -756061.875000 Penalty: 2850.796387
	Iteration 45Q: 3 clusters Score -756061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -756060.687500 Penalty: 2850.796387
	Iteration 46Q: 3 clusters Score -756060.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -756060.687500 Penalty: 2850.796387
	Iteration 47F: 3 clusters Score -756060.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -377137.093750 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -377137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -374215.406250 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -374215.4 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -375072.656250 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -375072.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -375307.000000 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -375307 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -375535.687500 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -375535.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -375744.937500 Penalty: 2640.926270
	Iteration 4F: 3 clusters Score -375744.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -375936.250000 Penalty: 2640.926270
	Iteration 5F: 3 clusters Score -375936.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -376119.343750 Penalty: 2640.926270
	Iteration 6F: 3 clusters Score -376119.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -376246.718750 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -376246.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -376343.437500 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -376343.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -376415.718750 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -376415.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -376482.031250 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -376482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -376554.468750 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -376554.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -376623.406250 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -376623.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -376693.093750 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -376693.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -376759.718750 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -376759.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -376805.937500 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -376805.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -376850.156250 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -376850.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -376889.968750 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -376890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -376915.750000 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -376915.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -376938.281250 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -376938.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -376953.812500 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -376953.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -376965.375000 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -376965.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -376973.437500 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -376973.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -376979.812500 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -376979.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -376982.375000 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -376982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -376984.000000 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -376984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -376983.562500 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -376983.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -376983.562500 Penalty: 2640.926270
	Iteration 27F: 3 clusters Score -376983.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Entering Unmasked Estep 
Score: -776610.375000 Penalty: 1437.859497
	Iteration 0F: 2 clusters Score -776610.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -771324.000000 Penalty: 2875.718994
	Iteration 0F: 3 clusters Score -771324 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -772989.062500 Penalty: 2875.718994
	Iteration 1F: 3 clusters Score -772989.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -773275.750000 Penalty: 2875.718994
	Iteration 2F: 3 clusters Score -773275.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -773559.687500 Penalty: 2875.718994
	Iteration 3F: 3 clusters Score -773559.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -773889.937500 Penalty: 2875.718994
	Iteration 4F: 3 clusters Score -773889.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -774295.437500 Penalty: 2875.718994
	Iteration 5F: 3 clusters Score -774295.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -774719.687500 Penalty: 2875.718994
	Iteration 6F: 3 clusters Score -774719.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -775129.000000 Penalty: 2875.718994
	Iteration 7F: 3 clusters Score -775129 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -775479.312500 Penalty: 2875.718994
	Iteration 8F: 3 clusters Score -775479.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -775707.187500 Penalty: 2875.718994
	Iteration 9Q: 3 clusters Score -775707.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -775838.812500 Penalty: 2875.718994
	Iteration 10Q: 3 clusters Score -775838.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -775935.062500 Penalty: 2875.718994
	Iteration 11Q: 3 clusters Score -775935.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -775975.500000 Penalty: 2875.718994
	Iteration 12Q: 3 clusters Score -775975.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -775995.687500 Penalty: 2875.718994
	Iteration 13Q: 3 clusters Score -775995.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -776009.062500 Penalty: 2875.718994
	Iteration 14Q: 3 clusters Score -776009.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -776022.125000 Penalty: 2875.718994
	Iteration 15Q: 3 clusters Score -776022.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -776027.562500 Penalty: 2875.718994
	Iteration 16Q: 3 clusters Score -776027.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -776034.812500 Penalty: 2875.718994
	Iteration 17Q: 3 clusters Score -776034.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -776040.312500 Penalty: 2875.718994
	Iteration 18Q: 3 clusters Score -776040.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -776046.000000 Penalty: 2875.718994
	Iteration 19Q: 3 clusters Score -776046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -776052.375000 Penalty: 2875.718994
	Iteration 20F: 3 clusters Score -776052.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -776055.562500 Penalty: 2875.718994
	Iteration 21Q: 3 clusters Score -776055.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -776061.187500 Penalty: 2875.718994
	Iteration 22Q: 3 clusters Score -776061.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -776062.125000 Penalty: 2875.718994
	Iteration 23Q: 3 clusters Score -776062.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -776064.125000 Penalty: 2875.718994
	Iteration 24Q: 3 clusters Score -776064.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -776068.375000 Penalty: 2875.718994
	Iteration 25Q: 3 clusters Score -776068.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -776069.187500 Penalty: 2875.718994
	Iteration 26Q: 3 clusters Score -776069.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -776072.375000 Penalty: 2875.718994
	Iteration 27Q: 3 clusters Score -776072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -776074.375000 Penalty: 2875.718994
	Iteration 28Q: 3 clusters Score -776074.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -776077.937500 Penalty: 2875.718994
	Iteration 29Q: 3 clusters Score -776077.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -776080.812500 Penalty: 2875.718994
	Iteration 30Q: 3 clusters Score -776080.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -776084.375000 Penalty: 2875.718994
	Iteration 31Q: 3 clusters Score -776084.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -776088.125000 Penalty: 2875.718994
	Iteration 32Q: 3 clusters Score -776088.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -776088.562500 Penalty: 2875.718994
	Iteration 33Q: 3 clusters Score -776088.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -776094.125000 Penalty: 2875.718994
	Iteration 34Q: 3 clusters Score -776094.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -776097.125000 Penalty: 2875.718994
	Iteration 35Q: 3 clusters Score -776097.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -776106.000000 Penalty: 2875.718994
	Iteration 36Q: 3 clusters Score -776106 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -776115.812500 Penalty: 2875.718994
	Iteration 37Q: 3 clusters Score -776115.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -776127.375000 Penalty: 2875.718994
	Iteration 38Q: 3 clusters Score -776127.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -776138.625000 Penalty: 2875.718994
	Iteration 39Q: 3 clusters Score -776138.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -776148.062500 Penalty: 2875.718994
	Iteration 40F: 3 clusters Score -776148.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -776156.187500 Penalty: 2875.718994
	Iteration 41Q: 3 clusters Score -776156.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -776165.250000 Penalty: 2875.718994
	Iteration 42Q: 3 clusters Score -776165.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -776174.312500 Penalty: 2875.718994
	Iteration 43Q: 3 clusters Score -776174.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -776181.125000 Penalty: 2875.718994
	Iteration 44Q: 3 clusters Score -776181.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -776188.000000 Penalty: 2875.718994
	Iteration 45Q: 3 clusters Score -776188 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -776194.312500 Penalty: 2875.718994
	Iteration 46Q: 3 clusters Score -776194.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -776203.687500 Penalty: 2875.718994
	Iteration 47Q: 3 clusters Score -776203.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -776210.062500 Penalty: 2875.718994
	Iteration 48Q: 3 clusters Score -776210.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -776212.625000 Penalty: 2875.718994
	Iteration 49Q: 3 clusters Score -776212.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -776214.562500 Penalty: 2875.718994
	Iteration 50Q: 3 clusters Score -776214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -776218.312500 Penalty: 2875.718994
	Iteration 51Q: 3 clusters Score -776218.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -776219.500000 Penalty: 2875.718994
	Iteration 52Q: 3 clusters Score -776219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -776220.875000 Penalty: 2875.718994
	Iteration 53Q: 3 clusters Score -776220.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -776221.500000 Penalty: 2875.718994
	Iteration 54Q: 3 clusters Score -776221.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -776221.500000 Penalty: 2875.718994
	Iteration 55Q: 3 clusters Score -776221.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -776224.625000 Penalty: 2875.718994
	Iteration 56Q: 3 clusters Score -776224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -776227.937500 Penalty: 2875.718994
	Iteration 57Q: 3 clusters Score -776227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -776228.312500 Penalty: 2875.718994
	Iteration 58Q: 3 clusters Score -776228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -776225.750000 Penalty: 2875.718994
	Iteration 59Q: 3 clusters Score -776225.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -776227.000000 Penalty: 2875.718994
	Iteration 60F: 3 clusters Score -776227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -776229.125000 Penalty: 2875.718994
	Iteration 61Q: 3 clusters Score -776229.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -776229.687500 Penalty: 2875.718994
	Iteration 62Q: 3 clusters Score -776229.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -776230.875000 Penalty: 2875.718994
	Iteration 63Q: 3 clusters Score -776230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -776231.000000 Penalty: 2875.718994
	Iteration 64Q: 3 clusters Score -776231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -776233.437500 Penalty: 2875.718994
	Iteration 65Q: 3 clusters Score -776233.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -776234.250000 Penalty: 2875.718994
	Iteration 66Q: 3 clusters Score -776234.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -776233.687500 Penalty: 2875.718994
	Iteration 67Q: 3 clusters Score -776233.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -776235.000000 Penalty: 2875.718994
	Iteration 68Q: 3 clusters Score -776235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -776234.125000 Penalty: 2875.718994
	Iteration 69Q: 3 clusters Score -776234.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -776235.375000 Penalty: 2875.718994
	Iteration 70Q: 3 clusters Score -776235.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -776235.875000 Penalty: 2875.718994
	Iteration 71Q: 3 clusters Score -776235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -776237.437500 Penalty: 2875.718994
	Iteration 72Q: 3 clusters Score -776237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -776238.312500 Penalty: 2875.718994
	Iteration 73Q: 3 clusters Score -776238.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -776238.750000 Penalty: 2875.718994
	Iteration 74Q: 3 clusters Score -776238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -776240.500000 Penalty: 2875.718994
	Iteration 75Q: 3 clusters Score -776240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -776242.375000 Penalty: 2875.718994
	Iteration 76Q: 3 clusters Score -776242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -776240.937500 Penalty: 2875.718994
	Iteration 77Q: 3 clusters Score -776240.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -776243.375000 Penalty: 2875.718994
	Iteration 78Q: 3 clusters Score -776243.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -776242.562500 Penalty: 2875.718994
	Iteration 79Q: 3 clusters Score -776242.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -776245.875000 Penalty: 2875.718994
	Iteration 80F: 3 clusters Score -776245.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -776246.250000 Penalty: 2875.718994
	Iteration 81Q: 3 clusters Score -776246.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -776246.375000 Penalty: 2875.718994
	Iteration 82Q: 3 clusters Score -776246.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -776249.000000 Penalty: 2875.718994
	Iteration 83Q: 3 clusters Score -776249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -776251.062500 Penalty: 2875.718994
	Iteration 84Q: 3 clusters Score -776251.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -776257.562500 Penalty: 2875.718994
	Iteration 85Q: 3 clusters Score -776257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -776267.125000 Penalty: 2875.718994
	Iteration 86Q: 3 clusters Score -776267.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -776279.812500 Penalty: 2875.718994
	Iteration 87Q: 3 clusters Score -776279.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -776285.625000 Penalty: 2875.718994
	Iteration 88Q: 3 clusters Score -776285.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -776296.875000 Penalty: 2875.718994
	Iteration 89Q: 3 clusters Score -776296.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -776314.750000 Penalty: 2875.718994
	Iteration 90Q: 3 clusters Score -776314.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -776332.375000 Penalty: 2875.718994
	Iteration 91Q: 3 clusters Score -776332.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -776350.875000 Penalty: 2875.718994
	Iteration 92Q: 3 clusters Score -776350.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -776372.062500 Penalty: 2875.718994
	Iteration 93Q: 3 clusters Score -776372.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -776395.687500 Penalty: 2875.718994
	Iteration 94Q: 3 clusters Score -776395.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -776410.937500 Penalty: 2875.718994
	Iteration 95Q: 3 clusters Score -776410.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -776425.062500 Penalty: 2875.718994
	Iteration 96Q: 3 clusters Score -776425.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -776441.375000 Penalty: 2875.718994
	Iteration 97Q: 3 clusters Score -776441.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -776455.812500 Penalty: 2875.718994
	Iteration 98Q: 3 clusters Score -776455.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -776462.937500 Penalty: 2875.718994
	Iteration 99Q: 3 clusters Score -776462.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -776470.375000 Penalty: 2875.718994
	Iteration 100F: 3 clusters Score -776470.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -776473.687500 Penalty: 2875.718994
	Iteration 101Q: 3 clusters Score -776473.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -776478.125000 Penalty: 2875.718994
	Iteration 102Q: 3 clusters Score -776478.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -776480.000000 Penalty: 2875.718994
	Iteration 103Q: 3 clusters Score -776480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -776481.625000 Penalty: 2875.718994
	Iteration 104Q: 3 clusters Score -776481.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -776481.875000 Penalty: 2875.718994
	Iteration 105Q: 3 clusters Score -776481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -776483.437500 Penalty: 2875.718994
	Iteration 106Q: 3 clusters Score -776483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -776483.875000 Penalty: 2875.718994
	Iteration 107Q: 3 clusters Score -776483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -776483.500000 Penalty: 2875.718994
	Iteration 108Q: 3 clusters Score -776483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -776483.500000 Penalty: 2875.718994
	Iteration 109Q: 3 clusters Score -776483.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -776483.500000 Penalty: 2875.718994
	Iteration 110Q: 3 clusters Score -776483.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -776483.500000 Penalty: 2875.718994
	Iteration 111F: 3 clusters Score -776483.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Entering Unmasked Estep 
Score: -780912.000000 Penalty: 1439.068481
	Iteration 0F: 2 clusters Score -780912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -775608.812500 Penalty: 2878.136963
	Iteration 0F: 3 clusters Score -775608.8 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -777332.187500 Penalty: 2878.136963
	Iteration 1F: 3 clusters Score -777332.2 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -777698.562500 Penalty: 2878.136963
	Iteration 2F: 3 clusters Score -777698.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -778064.750000 Penalty: 2878.136963
	Iteration 3F: 3 clusters Score -778064.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -778498.687500 Penalty: 2878.136963
	Iteration 4F: 3 clusters Score -778498.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -778867.875000 Penalty: 2878.136963
	Iteration 5F: 3 clusters Score -778867.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -779145.875000 Penalty: 2878.136963
	Iteration 6F: 3 clusters Score -779145.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -779332.750000 Penalty: 2878.136963
	Iteration 7Q: 3 clusters Score -779332.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -779443.562500 Penalty: 2878.136963
	Iteration 8Q: 3 clusters Score -779443.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -779531.437500 Penalty: 2878.136963
	Iteration 9Q: 3 clusters Score -779531.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -779609.000000 Penalty: 2878.136963
	Iteration 10Q: 3 clusters Score -779609 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -779669.312500 Penalty: 2878.136963
	Iteration 11Q: 3 clusters Score -779669.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -779723.062500 Penalty: 2878.136963
	Iteration 12Q: 3 clusters Score -779723.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -779755.875000 Penalty: 2878.136963
	Iteration 13Q: 3 clusters Score -779755.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -779783.875000 Penalty: 2878.136963
	Iteration 14Q: 3 clusters Score -779783.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -779802.000000 Penalty: 2878.136963
	Iteration 15Q: 3 clusters Score -779802 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -779812.437500 Penalty: 2878.136963
	Iteration 16Q: 3 clusters Score -779812.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -779823.125000 Penalty: 2878.136963
	Iteration 17Q: 3 clusters Score -779823.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -779846.812500 Penalty: 2878.136963
	Iteration 18Q: 3 clusters Score -779846.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -779868.687500 Penalty: 2878.136963
	Iteration 19Q: 3 clusters Score -779868.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -779904.062500 Penalty: 2878.136963
	Iteration 20F: 3 clusters Score -779904.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -779949.062500 Penalty: 2878.136963
	Iteration 21Q: 3 clusters Score -779949.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -779993.062500 Penalty: 2878.136963
	Iteration 22Q: 3 clusters Score -779993.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -780043.375000 Penalty: 2878.136963
	Iteration 23Q: 3 clusters Score -780043.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -780080.562500 Penalty: 2878.136963
	Iteration 24Q: 3 clusters Score -780080.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -780114.500000 Penalty: 2878.136963
	Iteration 25Q: 3 clusters Score -780114.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -780136.875000 Penalty: 2878.136963
	Iteration 26Q: 3 clusters Score -780136.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -780154.125000 Penalty: 2878.136963
	Iteration 27Q: 3 clusters Score -780154.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -780164.500000 Penalty: 2878.136963
	Iteration 28Q: 3 clusters Score -780164.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -780173.562500 Penalty: 2878.136963
	Iteration 29Q: 3 clusters Score -780173.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -780175.000000 Penalty: 2878.136963
	Iteration 30Q: 3 clusters Score -780175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -780178.937500 Penalty: 2878.136963
	Iteration 31Q: 3 clusters Score -780178.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -780182.125000 Penalty: 2878.136963
	Iteration 32Q: 3 clusters Score -780182.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -780186.500000 Penalty: 2878.136963
	Iteration 33Q: 3 clusters Score -780186.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -780191.937500 Penalty: 2878.136963
	Iteration 34Q: 3 clusters Score -780191.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -780197.000000 Penalty: 2878.136963
	Iteration 35Q: 3 clusters Score -780197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -780201.437500 Penalty: 2878.136963
	Iteration 36Q: 3 clusters Score -780201.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -780205.250000 Penalty: 2878.136963
	Iteration 37Q: 3 clusters Score -780205.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -780208.687500 Penalty: 2878.136963
	Iteration 38Q: 3 clusters Score -780208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -780210.375000 Penalty: 2878.136963
	Iteration 39Q: 3 clusters Score -780210.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -780212.625000 Penalty: 2878.136963
	Iteration 40F: 3 clusters Score -780212.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -780216.812500 Penalty: 2878.136963
	Iteration 41Q: 3 clusters Score -780216.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -780218.562500 Penalty: 2878.136963
	Iteration 42Q: 3 clusters Score -780218.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -780220.625000 Penalty: 2878.136963
	Iteration 43Q: 3 clusters Score -780220.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -780218.125000 Penalty: 2878.136963
	Iteration 44Q: 3 clusters Score -780218.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -780219.000000 Penalty: 2878.136963
	Iteration 45Q: 3 clusters Score -780219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -780221.750000 Penalty: 2878.136963
	Iteration 46Q: 3 clusters Score -780221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -780221.812500 Penalty: 2878.136963
	Iteration 47Q: 3 clusters Score -780221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -780223.375000 Penalty: 2878.136963
	Iteration 48Q: 3 clusters Score -780223.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -780226.375000 Penalty: 2878.136963
	Iteration 49Q: 3 clusters Score -780226.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -780229.187500 Penalty: 2878.136963
	Iteration 50Q: 3 clusters Score -780229.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -780231.500000 Penalty: 2878.136963
	Iteration 51Q: 3 clusters Score -780231.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -780234.375000 Penalty: 2878.136963
	Iteration 52Q: 3 clusters Score -780234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -780238.875000 Penalty: 2878.136963
	Iteration 53Q: 3 clusters Score -780238.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -780240.937500 Penalty: 2878.136963
	Iteration 54Q: 3 clusters Score -780240.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -780243.437500 Penalty: 2878.136963
	Iteration 55Q: 3 clusters Score -780243.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -780245.000000 Penalty: 2878.136963
	Iteration 56Q: 3 clusters Score -780245 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -780245.812500 Penalty: 2878.136963
	Iteration 57Q: 3 clusters Score -780245.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -780246.437500 Penalty: 2878.136963
	Iteration 58Q: 3 clusters Score -780246.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -780247.687500 Penalty: 2878.136963
	Iteration 59Q: 3 clusters Score -780247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -780248.375000 Penalty: 2878.136963
	Iteration 60F: 3 clusters Score -780248.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -780247.875000 Penalty: 2878.136963
	Iteration 61Q: 3 clusters Score -780247.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -780248.562500 Penalty: 2878.136963
	Iteration 62Q: 3 clusters Score -780248.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -780247.437500 Penalty: 2878.136963
	Iteration 63Q: 3 clusters Score -780247.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -780248.562500 Penalty: 2878.136963
	Iteration 64Q: 3 clusters Score -780248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -780248.750000 Penalty: 2878.136963
	Iteration 65Q: 3 clusters Score -780248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -780250.437500 Penalty: 2878.136963
	Iteration 66Q: 3 clusters Score -780250.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -780253.500000 Penalty: 2878.136963
	Iteration 67Q: 3 clusters Score -780253.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -780256.000000 Penalty: 2878.136963
	Iteration 68Q: 3 clusters Score -780256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -780257.750000 Penalty: 2878.136963
	Iteration 69Q: 3 clusters Score -780257.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -780256.937500 Penalty: 2878.136963
	Iteration 70Q: 3 clusters Score -780256.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -780258.687500 Penalty: 2878.136963
	Iteration 71Q: 3 clusters Score -780258.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -780259.062500 Penalty: 2878.136963
	Iteration 72Q: 3 clusters Score -780259.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -780261.312500 Penalty: 2878.136963
	Iteration 73Q: 3 clusters Score -780261.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -780261.062500 Penalty: 2878.136963
	Iteration 74Q: 3 clusters Score -780261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -780262.375000 Penalty: 2878.136963
	Iteration 75Q: 3 clusters Score -780262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -780262.375000 Penalty: 2878.136963
	Iteration 76Q: 3 clusters Score -780262.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -780263.187500 Penalty: 2878.136963
	Iteration 77Q: 3 clusters Score -780263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -780263.187500 Penalty: 2878.136963
	Iteration 78F: 3 clusters Score -780263.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Entering Unmasked Estep 
Score: -2413861.500000 Penalty: 1616.671509
	Iteration 0F: 2 clusters Score -2413862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -2399685.000000 Penalty: 3233.343018
	Iteration 0F: 3 clusters Score -2399685 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2405127.250000 Penalty: 3233.343018
	Iteration 1F: 3 clusters Score -2405127 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2405719.750000 Penalty: 3233.343018
	Iteration 2F: 3 clusters Score -2405720 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2406341.250000 Penalty: 3233.343018
	Iteration 3F: 3 clusters Score -2406341 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2406984.750000 Penalty: 3233.343018
	Iteration 4F: 3 clusters Score -2406985 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -2407566.500000 Penalty: 3233.343018
	Iteration 5F: 3 clusters Score -2407566 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -2408092.250000 Penalty: 3233.343018
	Iteration 6F: 3 clusters Score -2408092 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -2408663.750000 Penalty: 3233.343018
	Iteration 7Q: 3 clusters Score -2408664 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -2409297.750000 Penalty: 3233.343018
	Iteration 8Q: 3 clusters Score -2409298 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -2409862.500000 Penalty: 3233.343018
	Iteration 9Q: 3 clusters Score -2409862 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2410254.750000 Penalty: 3233.343018
	Iteration 10Q: 3 clusters Score -2410255 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2410541.250000 Penalty: 3233.343018
	Iteration 11Q: 3 clusters Score -2410541 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -2410787.250000 Penalty: 3233.343018
	Iteration 12Q: 3 clusters Score -2410787 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2411042.750000 Penalty: 3233.343018
	Iteration 13Q: 3 clusters Score -2411043 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2411264.500000 Penalty: 3233.343018
	Iteration 14Q: 3 clusters Score -2411264 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -2411516.750000 Penalty: 3233.343018
	Iteration 15Q: 3 clusters Score -2411517 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2411806.500000 Penalty: 3233.343018
	Iteration 16Q: 3 clusters Score -2411806 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2412016.000000 Penalty: 3233.343018
	Iteration 17Q: 3 clusters Score -2412016 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -2412153.750000 Penalty: 3233.343018
	Iteration 18Q: 3 clusters Score -2412154 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2412255.250000 Penalty: 3233.343018
	Iteration 19Q: 3 clusters Score -2412255 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2412368.000000 Penalty: 3233.343018
	Iteration 20F: 3 clusters Score -2412368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2412431.750000 Penalty: 3233.343018
	Iteration 21Q: 3 clusters Score -2412432 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2412519.750000 Penalty: 3233.343018
	Iteration 22Q: 3 clusters Score -2412520 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -2412585.250000 Penalty: 3233.343018
	Iteration 23Q: 3 clusters Score -2412585 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2412646.750000 Penalty: 3233.343018
	Iteration 24Q: 3 clusters Score -2412647 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2412677.000000 Penalty: 3233.343018
	Iteration 25Q: 3 clusters Score -2412677 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2412709.250000 Penalty: 3233.343018
	Iteration 26Q: 3 clusters Score -2412709 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2412755.250000 Penalty: 3233.343018
	Iteration 27Q: 3 clusters Score -2412755 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -2412804.250000 Penalty: 3233.343018
	Iteration 28Q: 3 clusters Score -2412804 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2412839.000000 Penalty: 3233.343018
	Iteration 29Q: 3 clusters Score -2412839 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2412879.750000 Penalty: 3233.343018
	Iteration 30Q: 3 clusters Score -2412880 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17659 members 
Entering Unmasked Estep 
Score: -2412924.500000 Penalty: 3233.343018
	Iteration 31Q: 3 clusters Score -2412924 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2412963.250000 Penalty: 3233.343018
	Iteration 32Q: 3 clusters Score -2412963 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2412999.750000 Penalty: 3233.343018
	Iteration 33Q: 3 clusters Score -2413000 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2413023.250000 Penalty: 3233.343018
	Iteration 34Q: 3 clusters Score -2413023 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2413039.750000 Penalty: 3233.343018
	Iteration 35Q: 3 clusters Score -2413040 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2413045.000000 Penalty: 3233.343018
	Iteration 36Q: 3 clusters Score -2413045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2413066.750000 Penalty: 3233.343018
	Iteration 37Q: 3 clusters Score -2413067 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2413078.500000 Penalty: 3233.343018
	Iteration 38Q: 3 clusters Score -2413078 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2413088.750000 Penalty: 3233.343018
	Iteration 39Q: 3 clusters Score -2413089 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2413102.500000 Penalty: 3233.343018
	Iteration 40F: 3 clusters Score -2413102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2413116.750000 Penalty: 3233.343018
	Iteration 41Q: 3 clusters Score -2413117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2413113.000000 Penalty: 3233.343018
	Iteration 42Q: 3 clusters Score -2413113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2413125.750000 Penalty: 3233.343018
	Iteration 43Q: 3 clusters Score -2413126 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2413135.250000 Penalty: 3233.343018
	Iteration 44Q: 3 clusters Score -2413135 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2413140.500000 Penalty: 3233.343018
	Iteration 45Q: 3 clusters Score -2413140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2413140.250000 Penalty: 3233.343018
	Iteration 46Q: 3 clusters Score -2413140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2413148.750000 Penalty: 3233.343018
	Iteration 47Q: 3 clusters Score -2413149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2413149.500000 Penalty: 3233.343018
	Iteration 48Q: 3 clusters Score -2413150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2413149.250000 Penalty: 3233.343018
	Iteration 49Q: 3 clusters Score -2413149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -2413159.000000 Penalty: 3233.343018
	Iteration 50Q: 3 clusters Score -2413159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2413160.500000 Penalty: 3233.343018
	Iteration 51Q: 3 clusters Score -2413160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2413165.250000 Penalty: 3233.343018
	Iteration 52Q: 3 clusters Score -2413165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2413166.500000 Penalty: 3233.343018
	Iteration 53Q: 3 clusters Score -2413166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2413165.000000 Penalty: 3233.343018
	Iteration 54Q: 3 clusters Score -2413165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2413162.000000 Penalty: 3233.343018
	Iteration 55Q: 3 clusters Score -2413162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2413163.250000 Penalty: 3233.343018
	Iteration 56Q: 3 clusters Score -2413163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2413161.750000 Penalty: 3233.343018
	Iteration 57Q: 3 clusters Score -2413162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -2413169.000000 Penalty: 3233.343018
	Iteration 58Q: 3 clusters Score -2413169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2413169.000000 Penalty: 3233.343018
	Iteration 59Q: 3 clusters Score -2413169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2413169.500000 Penalty: 3233.343018
	Iteration 60F: 3 clusters Score -2413170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2413169.500000 Penalty: 3233.343018
	Iteration 61Q: 3 clusters Score -2413170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2413175.500000 Penalty: 3233.343018
	Iteration 62Q: 3 clusters Score -2413176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2413177.500000 Penalty: 3233.343018
	Iteration 63Q: 3 clusters Score -2413178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2413182.750000 Penalty: 3233.343018
	Iteration 64Q: 3 clusters Score -2413183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2413181.500000 Penalty: 3233.343018
	Iteration 65Q: 3 clusters Score -2413182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2413178.750000 Penalty: 3233.343018
	Iteration 66Q: 3 clusters Score -2413179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2413179.500000 Penalty: 3233.343018
	Iteration 67Q: 3 clusters Score -2413180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2413179.250000 Penalty: 3233.343018
	Iteration 68Q: 3 clusters Score -2413179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2413181.000000 Penalty: 3233.343018
	Iteration 69Q: 3 clusters Score -2413181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2413180.000000 Penalty: 3233.343018
	Iteration 70Q: 3 clusters Score -2413180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2413180.750000 Penalty: 3233.343018
	Iteration 71Q: 3 clusters Score -2413181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2413181.000000 Penalty: 3233.343018
	Iteration 72Q: 3 clusters Score -2413181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2413178.000000 Penalty: 3233.343018
	Iteration 73Q: 3 clusters Score -2413178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -2413180.500000 Penalty: 3233.343018
	Iteration 74Q: 3 clusters Score -2413180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2413181.750000 Penalty: 3233.343018
	Iteration 75Q: 3 clusters Score -2413182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2413182.250000 Penalty: 3233.343018
	Iteration 76Q: 3 clusters Score -2413182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2413186.000000 Penalty: 3233.343018
	Iteration 77Q: 3 clusters Score -2413186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -2413185.250000 Penalty: 3233.343018
	Iteration 78Q: 3 clusters Score -2413185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2413190.000000 Penalty: 3233.343018
	Iteration 79Q: 3 clusters Score -2413190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2413191.500000 Penalty: 3233.343018
	Iteration 80F: 3 clusters Score -2413192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2413191.250000 Penalty: 3233.343018
	Iteration 81Q: 3 clusters Score -2413191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2413194.500000 Penalty: 3233.343018
	Iteration 82Q: 3 clusters Score -2413194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2413192.500000 Penalty: 3233.343018
	Iteration 83Q: 3 clusters Score -2413192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2413194.250000 Penalty: 3233.343018
	Iteration 84Q: 3 clusters Score -2413194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2413193.250000 Penalty: 3233.343018
	Iteration 85Q: 3 clusters Score -2413193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -2413191.750000 Penalty: 3233.343018
	Iteration 86Q: 3 clusters Score -2413192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2413193.500000 Penalty: 3233.343018
	Iteration 87Q: 3 clusters Score -2413194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2413193.500000 Penalty: 3233.343018
	Iteration 88Q: 3 clusters Score -2413194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2413195.500000 Penalty: 3233.343018
	Iteration 89Q: 3 clusters Score -2413196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -2413195.500000 Penalty: 3233.343018
	Iteration 90F: 3 clusters Score -2413196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -108083.726562 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -108083.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106661.007812 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -106661 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -106954.164062 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -106954.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107026.312500 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -107026.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107055.000000 Penalty: 2240.108398
	Iteration 3Q: 3 clusters Score -107055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -107068.578125 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -107068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107083.960938 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -107084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -107088.640625 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -107088.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -107093.632812 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -107093.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -107101.640625 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -107101.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107106.187500 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -107106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -107109.460938 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -107109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107112.593750 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -107112.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107113.632812 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -107113.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -107113.632812 Penalty: 2240.108398
	Iteration 13F: 3 clusters Score -107113.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -169914.125000 Penalty: 1193.936157
	Iteration 0F: 2 clusters Score -169914.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -168128.468750 Penalty: 2387.872314
	Iteration 0F: 3 clusters Score -168128.5 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168478.937500 Penalty: 2387.872314
	Iteration 1F: 3 clusters Score -168478.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168586.062500 Penalty: 2387.872314
	Iteration 2F: 3 clusters Score -168586.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -168669.046875 Penalty: 2387.872314
	Iteration 3F: 3 clusters Score -168669 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168736.062500 Penalty: 2387.872314
	Iteration 4Q: 3 clusters Score -168736.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -168785.156250 Penalty: 2387.872314
	Iteration 5Q: 3 clusters Score -168785.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -168834.250000 Penalty: 2387.872314
	Iteration 6Q: 3 clusters Score -168834.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -168880.437500 Penalty: 2387.872314
	Iteration 7Q: 3 clusters Score -168880.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -168935.812500 Penalty: 2387.872314
	Iteration 8Q: 3 clusters Score -168935.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -169006.046875 Penalty: 2387.872314
	Iteration 9Q: 3 clusters Score -169006 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169074.875000 Penalty: 2387.872314
	Iteration 10Q: 3 clusters Score -169074.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -169148.968750 Penalty: 2387.872314
	Iteration 11Q: 3 clusters Score -169149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -169214.265625 Penalty: 2387.872314
	Iteration 12Q: 3 clusters Score -169214.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -169266.203125 Penalty: 2387.872314
	Iteration 13Q: 3 clusters Score -169266.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -169320.078125 Penalty: 2387.872314
	Iteration 14Q: 3 clusters Score -169320.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -169352.406250 Penalty: 2387.872314
	Iteration 15Q: 3 clusters Score -169352.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -169378.859375 Penalty: 2387.872314
	Iteration 16Q: 3 clusters Score -169378.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -169390.640625 Penalty: 2387.872314
	Iteration 17Q: 3 clusters Score -169390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -169394.875000 Penalty: 2387.872314
	Iteration 18Q: 3 clusters Score -169394.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -169399.000000 Penalty: 2387.872314
	Iteration 19Q: 3 clusters Score -169399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -169409.484375 Penalty: 2387.872314
	Iteration 20F: 3 clusters Score -169409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -169418.781250 Penalty: 2387.872314
	Iteration 21Q: 3 clusters Score -169418.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -169421.265625 Penalty: 2387.872314
	Iteration 22Q: 3 clusters Score -169421.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -169421.265625 Penalty: 2387.872314
	Iteration 23F: 3 clusters Score -169421.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Entering Unmasked Estep 
Score: -546638.312500 Penalty: 1377.849731
	Iteration 0F: 2 clusters Score -546638.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -542769.375000 Penalty: 2755.699463
	Iteration 0F: 3 clusters Score -542769.4 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -543890.375000 Penalty: 2755.699463
	Iteration 1F: 3 clusters Score -543890.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -544084.687500 Penalty: 2755.699463
	Iteration 2F: 3 clusters Score -544084.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -544202.312500 Penalty: 2755.699463
	Iteration 3F: 3 clusters Score -544202.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -544289.875000 Penalty: 2755.699463
	Iteration 4Q: 3 clusters Score -544289.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -544362.875000 Penalty: 2755.699463
	Iteration 5Q: 3 clusters Score -544362.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -544413.562500 Penalty: 2755.699463
	Iteration 6Q: 3 clusters Score -544413.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -544470.875000 Penalty: 2755.699463
	Iteration 7Q: 3 clusters Score -544470.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -544518.062500 Penalty: 2755.699463
	Iteration 8Q: 3 clusters Score -544518.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -544575.250000 Penalty: 2755.699463
	Iteration 9Q: 3 clusters Score -544575.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -544634.000000 Penalty: 2755.699463
	Iteration 10Q: 3 clusters Score -544634 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -544681.750000 Penalty: 2755.699463
	Iteration 11Q: 3 clusters Score -544681.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -544730.250000 Penalty: 2755.699463
	Iteration 12Q: 3 clusters Score -544730.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -544776.875000 Penalty: 2755.699463
	Iteration 13Q: 3 clusters Score -544776.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -544828.937500 Penalty: 2755.699463
	Iteration 14Q: 3 clusters Score -544828.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -544877.250000 Penalty: 2755.699463
	Iteration 15Q: 3 clusters Score -544877.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -544925.500000 Penalty: 2755.699463
	Iteration 16Q: 3 clusters Score -544925.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -544970.062500 Penalty: 2755.699463
	Iteration 17Q: 3 clusters Score -544970.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -545011.500000 Penalty: 2755.699463
	Iteration 18Q: 3 clusters Score -545011.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -545042.937500 Penalty: 2755.699463
	Iteration 19Q: 3 clusters Score -545042.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -545083.875000 Penalty: 2755.699463
	Iteration 20F: 3 clusters Score -545083.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -545128.062500 Penalty: 2755.699463
	Iteration 21Q: 3 clusters Score -545128.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -545162.812500 Penalty: 2755.699463
	Iteration 22Q: 3 clusters Score -545162.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -545194.812500 Penalty: 2755.699463
	Iteration 23Q: 3 clusters Score -545194.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -545224.125000 Penalty: 2755.699463
	Iteration 24Q: 3 clusters Score -545224.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -545249.687500 Penalty: 2755.699463
	Iteration 25Q: 3 clusters Score -545249.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -545272.812500 Penalty: 2755.699463
	Iteration 26Q: 3 clusters Score -545272.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -545285.937500 Penalty: 2755.699463
	Iteration 27Q: 3 clusters Score -545285.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -545298.500000 Penalty: 2755.699463
	Iteration 28Q: 3 clusters Score -545298.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -545305.687500 Penalty: 2755.699463
	Iteration 29Q: 3 clusters Score -545305.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -545310.187500 Penalty: 2755.699463
	Iteration 30Q: 3 clusters Score -545310.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -545312.687500 Penalty: 2755.699463
	Iteration 31Q: 3 clusters Score -545312.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -545314.625000 Penalty: 2755.699463
	Iteration 32Q: 3 clusters Score -545314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -545316.187500 Penalty: 2755.699463
	Iteration 33Q: 3 clusters Score -545316.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -545320.062500 Penalty: 2755.699463
	Iteration 34Q: 3 clusters Score -545320.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -545321.812500 Penalty: 2755.699463
	Iteration 35Q: 3 clusters Score -545321.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -545323.812500 Penalty: 2755.699463
	Iteration 36Q: 3 clusters Score -545323.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -545325.687500 Penalty: 2755.699463
	Iteration 37Q: 3 clusters Score -545325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -545326.437500 Penalty: 2755.699463
	Iteration 38Q: 3 clusters Score -545326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -545327.562500 Penalty: 2755.699463
	Iteration 39Q: 3 clusters Score -545327.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -545329.500000 Penalty: 2755.699463
	Iteration 40F: 3 clusters Score -545329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -545330.562500 Penalty: 2755.699463
	Iteration 41Q: 3 clusters Score -545330.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -545333.062500 Penalty: 2755.699463
	Iteration 42Q: 3 clusters Score -545333.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -545334.437500 Penalty: 2755.699463
	Iteration 43Q: 3 clusters Score -545334.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -545335.500000 Penalty: 2755.699463
	Iteration 44Q: 3 clusters Score -545335.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -545337.937500 Penalty: 2755.699463
	Iteration 45Q: 3 clusters Score -545337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -545341.000000 Penalty: 2755.699463
	Iteration 46Q: 3 clusters Score -545341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -545345.062500 Penalty: 2755.699463
	Iteration 47Q: 3 clusters Score -545345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -545347.437500 Penalty: 2755.699463
	Iteration 48Q: 3 clusters Score -545347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -545348.312500 Penalty: 2755.699463
	Iteration 49Q: 3 clusters Score -545348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -545351.562500 Penalty: 2755.699463
	Iteration 50Q: 3 clusters Score -545351.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -545354.750000 Penalty: 2755.699463
	Iteration 51Q: 3 clusters Score -545354.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -545354.812500 Penalty: 2755.699463
	Iteration 52Q: 3 clusters Score -545354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -545355.500000 Penalty: 2755.699463
	Iteration 53Q: 3 clusters Score -545355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -545356.812500 Penalty: 2755.699463
	Iteration 54Q: 3 clusters Score -545356.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -545357.750000 Penalty: 2755.699463
	Iteration 55Q: 3 clusters Score -545357.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -545358.500000 Penalty: 2755.699463
	Iteration 56Q: 3 clusters Score -545358.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -545359.187500 Penalty: 2755.699463
	Iteration 57Q: 3 clusters Score -545359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -545361.062500 Penalty: 2755.699463
	Iteration 58Q: 3 clusters Score -545361.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -545362.750000 Penalty: 2755.699463
	Iteration 59Q: 3 clusters Score -545362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -545364.000000 Penalty: 2755.699463
	Iteration 60F: 3 clusters Score -545364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -545367.500000 Penalty: 2755.699463
	Iteration 61Q: 3 clusters Score -545367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -545369.687500 Penalty: 2755.699463
	Iteration 62Q: 3 clusters Score -545369.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -545372.062500 Penalty: 2755.699463
	Iteration 63Q: 3 clusters Score -545372.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -545375.062500 Penalty: 2755.699463
	Iteration 64Q: 3 clusters Score -545375.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -545377.750000 Penalty: 2755.699463
	Iteration 65Q: 3 clusters Score -545377.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -545381.687500 Penalty: 2755.699463
	Iteration 66Q: 3 clusters Score -545381.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -545383.625000 Penalty: 2755.699463
	Iteration 67Q: 3 clusters Score -545383.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -545385.250000 Penalty: 2755.699463
	Iteration 68Q: 3 clusters Score -545385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -545388.187500 Penalty: 2755.699463
	Iteration 69Q: 3 clusters Score -545388.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -545390.875000 Penalty: 2755.699463
	Iteration 70Q: 3 clusters Score -545390.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -545397.562500 Penalty: 2755.699463
	Iteration 71Q: 3 clusters Score -545397.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -545404.062500 Penalty: 2755.699463
	Iteration 72Q: 3 clusters Score -545404.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -545413.812500 Penalty: 2755.699463
	Iteration 73Q: 3 clusters Score -545413.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -545429.250000 Penalty: 2755.699463
	Iteration 74Q: 3 clusters Score -545429.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -545441.437500 Penalty: 2755.699463
	Iteration 75Q: 3 clusters Score -545441.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -545451.187500 Penalty: 2755.699463
	Iteration 76Q: 3 clusters Score -545451.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -545462.750000 Penalty: 2755.699463
	Iteration 77Q: 3 clusters Score -545462.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -545471.000000 Penalty: 2755.699463
	Iteration 78Q: 3 clusters Score -545471 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -545480.500000 Penalty: 2755.699463
	Iteration 79Q: 3 clusters Score -545480.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -545489.500000 Penalty: 2755.699463
	Iteration 80F: 3 clusters Score -545489.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -545497.500000 Penalty: 2755.699463
	Iteration 81Q: 3 clusters Score -545497.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -545505.812500 Penalty: 2755.699463
	Iteration 82Q: 3 clusters Score -545505.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -545514.312500 Penalty: 2755.699463
	Iteration 83Q: 3 clusters Score -545514.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -545519.812500 Penalty: 2755.699463
	Iteration 84Q: 3 clusters Score -545519.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -545525.812500 Penalty: 2755.699463
	Iteration 85Q: 3 clusters Score -545525.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -545529.000000 Penalty: 2755.699463
	Iteration 86Q: 3 clusters Score -545529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -545533.125000 Penalty: 2755.699463
	Iteration 87Q: 3 clusters Score -545533.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -545539.312500 Penalty: 2755.699463
	Iteration 88Q: 3 clusters Score -545539.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -545547.000000 Penalty: 2755.699463
	Iteration 89Q: 3 clusters Score -545547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -545558.875000 Penalty: 2755.699463
	Iteration 90Q: 3 clusters Score -545558.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -545571.500000 Penalty: 2755.699463
	Iteration 91Q: 3 clusters Score -545571.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -545581.937500 Penalty: 2755.699463
	Iteration 92Q: 3 clusters Score -545581.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -545591.437500 Penalty: 2755.699463
	Iteration 93Q: 3 clusters Score -545591.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -545597.375000 Penalty: 2755.699463
	Iteration 94Q: 3 clusters Score -545597.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -545604.687500 Penalty: 2755.699463
	Iteration 95Q: 3 clusters Score -545604.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -545608.937500 Penalty: 2755.699463
	Iteration 96Q: 3 clusters Score -545608.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -545614.062500 Penalty: 2755.699463
	Iteration 97Q: 3 clusters Score -545614.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -545623.437500 Penalty: 2755.699463
	Iteration 98Q: 3 clusters Score -545623.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -545628.062500 Penalty: 2755.699463
	Iteration 99Q: 3 clusters Score -545628.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -545632.625000 Penalty: 2755.699463
	Iteration 100F: 3 clusters Score -545632.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -545634.250000 Penalty: 2755.699463
	Iteration 101Q: 3 clusters Score -545634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -545636.937500 Penalty: 2755.699463
	Iteration 102Q: 3 clusters Score -545636.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -545640.187500 Penalty: 2755.699463
	Iteration 103Q: 3 clusters Score -545640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -545641.812500 Penalty: 2755.699463
	Iteration 104Q: 3 clusters Score -545641.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -545643.687500 Penalty: 2755.699463
	Iteration 105Q: 3 clusters Score -545643.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -545645.500000 Penalty: 2755.699463
	Iteration 106Q: 3 clusters Score -545645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -545646.000000 Penalty: 2755.699463
	Iteration 107Q: 3 clusters Score -545646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -545645.875000 Penalty: 2755.699463
	Iteration 108Q: 3 clusters Score -545645.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -545646.625000 Penalty: 2755.699463
	Iteration 109Q: 3 clusters Score -545646.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -545646.375000 Penalty: 2755.699463
	Iteration 110Q: 3 clusters Score -545646.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -545646.375000 Penalty: 2755.699463
	Iteration 111F: 3 clusters Score -545646.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -227544.093750 Penalty: 1231.863770
	Iteration 0F: 2 clusters Score -227544.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -225482.734375 Penalty: 2463.727539
	Iteration 0F: 3 clusters Score -225482.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -225873.328125 Penalty: 2463.727539
	Iteration 1F: 3 clusters Score -225873.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -225992.453125 Penalty: 2463.727539
	Iteration 2F: 3 clusters Score -225992.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -226063.312500 Penalty: 2463.727539
	Iteration 3F: 3 clusters Score -226063.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -226086.265625 Penalty: 2463.727539
	Iteration 4Q: 3 clusters Score -226086.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -226100.640625 Penalty: 2463.727539
	Iteration 5Q: 3 clusters Score -226100.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -226114.109375 Penalty: 2463.727539
	Iteration 6Q: 3 clusters Score -226114.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -226123.140625 Penalty: 2463.727539
	Iteration 7Q: 3 clusters Score -226123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -226126.671875 Penalty: 2463.727539
	Iteration 8Q: 3 clusters Score -226126.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -226129.562500 Penalty: 2463.727539
	Iteration 9Q: 3 clusters Score -226129.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226134.640625 Penalty: 2463.727539
	Iteration 10Q: 3 clusters Score -226134.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226138.031250 Penalty: 2463.727539
	Iteration 11Q: 3 clusters Score -226138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -226141.312500 Penalty: 2463.727539
	Iteration 12Q: 3 clusters Score -226141.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -226147.546875 Penalty: 2463.727539
	Iteration 13Q: 3 clusters Score -226147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -226152.109375 Penalty: 2463.727539
	Iteration 14Q: 3 clusters Score -226152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -226155.921875 Penalty: 2463.727539
	Iteration 15Q: 3 clusters Score -226155.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226158.906250 Penalty: 2463.727539
	Iteration 16Q: 3 clusters Score -226158.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226163.984375 Penalty: 2463.727539
	Iteration 17Q: 3 clusters Score -226164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226166.375000 Penalty: 2463.727539
	Iteration 18Q: 3 clusters Score -226166.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -226168.093750 Penalty: 2463.727539
	Iteration 19Q: 3 clusters Score -226168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -226168.546875 Penalty: 2463.727539
	Iteration 20F: 3 clusters Score -226168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226168.593750 Penalty: 2463.727539
	Iteration 21Q: 3 clusters Score -226168.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226168.546875 Penalty: 2463.727539
	Iteration 22Q: 3 clusters Score -226168.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -226168.546875 Penalty: 2463.727539
	Iteration 23F: 3 clusters Score -226168.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Entering Unmasked Estep 
Score: -524619.937500 Penalty: 1385.789429
	Iteration 0F: 2 clusters Score -524619.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -520625.281250 Penalty: 2771.578857
	Iteration 0F: 3 clusters Score -520625.3 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -521944.968750 Penalty: 2771.578857
	Iteration 1F: 3 clusters Score -521945 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -522211.562500 Penalty: 2771.578857
	Iteration 2F: 3 clusters Score -522211.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -522407.906250 Penalty: 2771.578857
	Iteration 3F: 3 clusters Score -522407.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -522605.156250 Penalty: 2771.578857
	Iteration 4F: 3 clusters Score -522605.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -522808.625000 Penalty: 2771.578857
	Iteration 5F: 3 clusters Score -522808.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -522976.843750 Penalty: 2771.578857
	Iteration 6Q: 3 clusters Score -522976.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -523121.437500 Penalty: 2771.578857
	Iteration 7Q: 3 clusters Score -523121.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -523240.750000 Penalty: 2771.578857
	Iteration 8Q: 3 clusters Score -523240.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -523319.906250 Penalty: 2771.578857
	Iteration 9Q: 3 clusters Score -523319.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -523387.718750 Penalty: 2771.578857
	Iteration 10Q: 3 clusters Score -523387.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -523447.656250 Penalty: 2771.578857
	Iteration 11Q: 3 clusters Score -523447.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -523493.656250 Penalty: 2771.578857
	Iteration 12Q: 3 clusters Score -523493.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -523528.781250 Penalty: 2771.578857
	Iteration 13Q: 3 clusters Score -523528.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -523561.656250 Penalty: 2771.578857
	Iteration 14Q: 3 clusters Score -523561.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -523591.843750 Penalty: 2771.578857
	Iteration 15Q: 3 clusters Score -523591.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -523610.875000 Penalty: 2771.578857
	Iteration 16Q: 3 clusters Score -523610.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -523629.687500 Penalty: 2771.578857
	Iteration 17Q: 3 clusters Score -523629.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -523649.437500 Penalty: 2771.578857
	Iteration 18Q: 3 clusters Score -523649.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -523662.906250 Penalty: 2771.578857
	Iteration 19Q: 3 clusters Score -523662.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -523680.687500 Penalty: 2771.578857
	Iteration 20F: 3 clusters Score -523680.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -523694.468750 Penalty: 2771.578857
	Iteration 21Q: 3 clusters Score -523694.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -523707.281250 Penalty: 2771.578857
	Iteration 22Q: 3 clusters Score -523707.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -523721.656250 Penalty: 2771.578857
	Iteration 23Q: 3 clusters Score -523721.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -523734.718750 Penalty: 2771.578857
	Iteration 24Q: 3 clusters Score -523734.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -523746.500000 Penalty: 2771.578857
	Iteration 25Q: 3 clusters Score -523746.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -523753.656250 Penalty: 2771.578857
	Iteration 26Q: 3 clusters Score -523753.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -523760.593750 Penalty: 2771.578857
	Iteration 27Q: 3 clusters Score -523760.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -523767.093750 Penalty: 2771.578857
	Iteration 28Q: 3 clusters Score -523767.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -523769.843750 Penalty: 2771.578857
	Iteration 29Q: 3 clusters Score -523769.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -523772.187500 Penalty: 2771.578857
	Iteration 30Q: 3 clusters Score -523772.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -523775.812500 Penalty: 2771.578857
	Iteration 31Q: 3 clusters Score -523775.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -523778.750000 Penalty: 2771.578857
	Iteration 32Q: 3 clusters Score -523778.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -523780.281250 Penalty: 2771.578857
	Iteration 33Q: 3 clusters Score -523780.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -523784.000000 Penalty: 2771.578857
	Iteration 34Q: 3 clusters Score -523784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -523784.562500 Penalty: 2771.578857
	Iteration 35Q: 3 clusters Score -523784.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -523786.875000 Penalty: 2771.578857
	Iteration 36Q: 3 clusters Score -523786.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -523787.718750 Penalty: 2771.578857
	Iteration 37Q: 3 clusters Score -523787.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -523789.000000 Penalty: 2771.578857
	Iteration 38Q: 3 clusters Score -523789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -523789.531250 Penalty: 2771.578857
	Iteration 39Q: 3 clusters Score -523789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -523789.187500 Penalty: 2771.578857
	Iteration 40F: 3 clusters Score -523789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -54256.792969 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -54256.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53172.683594 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -53172.68 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -53458.187500 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -53458.19 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -53615.363281 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -53615.36 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53785.683594 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -53785.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -53925.449219 Penalty: 2071.883057
	Iteration 4F: 3 clusters Score -53925.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -54032.796875 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -54032.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -54100.937500 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -54100.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -54166.695312 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -54166.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -54245.187500 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -54245.19 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -54343.519531 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -54343.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -54444.714844 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -54444.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -54502.562500 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -54502.56 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -54574.035156 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -54574.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -54612.742188 Penalty: 2071.883057
	Iteration 13Q: 3 clusters Score -54612.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -54618.281250 Penalty: 2071.883057
	Iteration 14Q: 3 clusters Score -54618.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54622.886719 Penalty: 2071.883057
	Iteration 15Q: 3 clusters Score -54622.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -54642.550781 Penalty: 2071.883057
	Iteration 16Q: 3 clusters Score -54642.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54661.355469 Penalty: 2071.883057
	Iteration 17Q: 3 clusters Score -54661.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -54671.285156 Penalty: 2071.883057
	Iteration 18Q: 3 clusters Score -54671.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -54692.136719 Penalty: 2071.883057
	Iteration 19Q: 3 clusters Score -54692.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -54706.207031 Penalty: 2071.883057
	Iteration 20F: 3 clusters Score -54706.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -54731.070312 Penalty: 2071.883057
	Iteration 21Q: 3 clusters Score -54731.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -54741.179688 Penalty: 2071.883057
	Iteration 22Q: 3 clusters Score -54741.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -54751.851562 Penalty: 2071.883057
	Iteration 23Q: 3 clusters Score -54751.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54761.117188 Penalty: 2071.883057
	Iteration 24Q: 3 clusters Score -54761.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -54761.117188 Penalty: 2071.883057
	Iteration 25F: 3 clusters Score -54761.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 196 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Mstep: Class 39 contains 6115 members 
Mstep: Class 40 contains 391 members 
Entering Unmasked Estep 
Score: -40125664.000000 Penalty: 83189.664062
Splitting cluster 33 changes total score from -40125676.000000 to -40125664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (13228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Entering Unmasked Estep 
Score: -1525928.000000 Penalty: 1542.139893
	Iteration 0F: 2 clusters Score -1525928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1516642.250000 Penalty: 3084.279785
	Iteration 0F: 3 clusters Score -1516642 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1520235.875000 Penalty: 3084.279785
	Iteration 1F: 3 clusters Score -1520236 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1520959.750000 Penalty: 3084.279785
	Iteration 2F: 3 clusters Score -1520960 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1521617.875000 Penalty: 3084.279785
	Iteration 3F: 3 clusters Score -1521618 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1522223.250000 Penalty: 3084.279785
	Iteration 4F: 3 clusters Score -1522223 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1522731.250000 Penalty: 3084.279785
	Iteration 5F: 3 clusters Score -1522731 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1523106.500000 Penalty: 3084.279785
	Iteration 6F: 3 clusters Score -1523106 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1523387.375000 Penalty: 3084.279785
	Iteration 7Q: 3 clusters Score -1523387 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1523629.375000 Penalty: 3084.279785
	Iteration 8Q: 3 clusters Score -1523629 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1523819.625000 Penalty: 3084.279785
	Iteration 9Q: 3 clusters Score -1523820 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1523988.125000 Penalty: 3084.279785
	Iteration 10Q: 3 clusters Score -1523988 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1524116.250000 Penalty: 3084.279785
	Iteration 11Q: 3 clusters Score -1524116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1524244.875000 Penalty: 3084.279785
	Iteration 12Q: 3 clusters Score -1524245 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1524349.750000 Penalty: 3084.279785
	Iteration 13Q: 3 clusters Score -1524350 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1524453.875000 Penalty: 3084.279785
	Iteration 14Q: 3 clusters Score -1524454 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1524515.375000 Penalty: 3084.279785
	Iteration 15Q: 3 clusters Score -1524515 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1524581.875000 Penalty: 3084.279785
	Iteration 16Q: 3 clusters Score -1524582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1524628.250000 Penalty: 3084.279785
	Iteration 17Q: 3 clusters Score -1524628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1524663.750000 Penalty: 3084.279785
	Iteration 18Q: 3 clusters Score -1524664 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1524695.500000 Penalty: 3084.279785
	Iteration 19Q: 3 clusters Score -1524696 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1524724.500000 Penalty: 3084.279785
	Iteration 20F: 3 clusters Score -1524724 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1524748.625000 Penalty: 3084.279785
	Iteration 21Q: 3 clusters Score -1524749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1524766.750000 Penalty: 3084.279785
	Iteration 22Q: 3 clusters Score -1524767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1524785.500000 Penalty: 3084.279785
	Iteration 23Q: 3 clusters Score -1524786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1524798.500000 Penalty: 3084.279785
	Iteration 24Q: 3 clusters Score -1524798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1524807.375000 Penalty: 3084.279785
	Iteration 25Q: 3 clusters Score -1524807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1524817.625000 Penalty: 3084.279785
	Iteration 26Q: 3 clusters Score -1524818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1524825.250000 Penalty: 3084.279785
	Iteration 27Q: 3 clusters Score -1524825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1524832.250000 Penalty: 3084.279785
	Iteration 28Q: 3 clusters Score -1524832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1524839.500000 Penalty: 3084.279785
	Iteration 29Q: 3 clusters Score -1524840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1524846.500000 Penalty: 3084.279785
	Iteration 30Q: 3 clusters Score -1524846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1524851.625000 Penalty: 3084.279785
	Iteration 31Q: 3 clusters Score -1524852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1524855.125000 Penalty: 3084.279785
	Iteration 32Q: 3 clusters Score -1524855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1524858.625000 Penalty: 3084.279785
	Iteration 33Q: 3 clusters Score -1524859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1524859.125000 Penalty: 3084.279785
	Iteration 34Q: 3 clusters Score -1524859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1524861.125000 Penalty: 3084.279785
	Iteration 35Q: 3 clusters Score -1524861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1524863.125000 Penalty: 3084.279785
	Iteration 36Q: 3 clusters Score -1524863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1524865.750000 Penalty: 3084.279785
	Iteration 37Q: 3 clusters Score -1524866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1524865.875000 Penalty: 3084.279785
	Iteration 38Q: 3 clusters Score -1524866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1524866.375000 Penalty: 3084.279785
	Iteration 39Q: 3 clusters Score -1524866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1524867.250000 Penalty: 3084.279785
	Iteration 40F: 3 clusters Score -1524867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -223616.250000 Penalty: 1232.773071
	Iteration 0F: 2 clusters Score -223616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -221524.437500 Penalty: 2465.546143
	Iteration 0F: 3 clusters Score -221524.4 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221953.843750 Penalty: 2465.546143
	Iteration 1F: 3 clusters Score -221953.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -222034.609375 Penalty: 2465.546143
	Iteration 2F: 3 clusters Score -222034.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222094.562500 Penalty: 2465.546143
	Iteration 3Q: 3 clusters Score -222094.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -222131.265625 Penalty: 2465.546143
	Iteration 4Q: 3 clusters Score -222131.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -222159.718750 Penalty: 2465.546143
	Iteration 5Q: 3 clusters Score -222159.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -222174.156250 Penalty: 2465.546143
	Iteration 6Q: 3 clusters Score -222174.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -222183.750000 Penalty: 2465.546143
	Iteration 7Q: 3 clusters Score -222183.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -222190.671875 Penalty: 2465.546143
	Iteration 8Q: 3 clusters Score -222190.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222196.109375 Penalty: 2465.546143
	Iteration 9Q: 3 clusters Score -222196.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -222202.750000 Penalty: 2465.546143
	Iteration 10Q: 3 clusters Score -222202.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -222210.437500 Penalty: 2465.546143
	Iteration 11Q: 3 clusters Score -222210.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -222214.687500 Penalty: 2465.546143
	Iteration 12Q: 3 clusters Score -222214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -222216.406250 Penalty: 2465.546143
	Iteration 13Q: 3 clusters Score -222216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -222217.359375 Penalty: 2465.546143
	Iteration 14Q: 3 clusters Score -222217.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -222218.234375 Penalty: 2465.546143
	Iteration 15Q: 3 clusters Score -222218.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222218.515625 Penalty: 2465.546143
	Iteration 16Q: 3 clusters Score -222218.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -222218.515625 Penalty: 2465.546143
	Iteration 17F: 3 clusters Score -222218.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -613820.000000 Penalty: 1397.060913
	Iteration 0F: 2 clusters Score -613820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -609513.937500 Penalty: 2794.121826
	Iteration 0F: 3 clusters Score -609513.9 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -610835.500000 Penalty: 2794.121826
	Iteration 1F: 3 clusters Score -610835.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -611057.687500 Penalty: 2794.121826
	Iteration 2F: 3 clusters Score -611057.7 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -611225.625000 Penalty: 2794.121826
	Iteration 3F: 3 clusters Score -611225.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -611368.687500 Penalty: 2794.121826
	Iteration 4Q: 3 clusters Score -611368.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -611497.500000 Penalty: 2794.121826
	Iteration 5Q: 3 clusters Score -611497.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -611641.937500 Penalty: 2794.121826
	Iteration 6Q: 3 clusters Score -611641.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -611793.375000 Penalty: 2794.121826
	Iteration 7Q: 3 clusters Score -611793.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -611953.937500 Penalty: 2794.121826
	Iteration 8Q: 3 clusters Score -611953.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -612141.187500 Penalty: 2794.121826
	Iteration 9Q: 3 clusters Score -612141.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -612328.812500 Penalty: 2794.121826
	Iteration 10Q: 3 clusters Score -612328.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -612506.562500 Penalty: 2794.121826
	Iteration 11Q: 3 clusters Score -612506.6 nChanged 195
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: -612649.187500 Penalty: 2794.121826
	Iteration 12Q: 3 clusters Score -612649.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -612765.625000 Penalty: 2794.121826
	Iteration 13Q: 3 clusters Score -612765.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -612842.062500 Penalty: 2794.121826
	Iteration 14Q: 3 clusters Score -612842.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -612886.250000 Penalty: 2794.121826
	Iteration 15Q: 3 clusters Score -612886.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -612916.250000 Penalty: 2794.121826
	Iteration 16Q: 3 clusters Score -612916.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -612950.312500 Penalty: 2794.121826
	Iteration 17Q: 3 clusters Score -612950.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -612988.562500 Penalty: 2794.121826
	Iteration 18Q: 3 clusters Score -612988.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -613018.937500 Penalty: 2794.121826
	Iteration 19Q: 3 clusters Score -613018.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -613042.625000 Penalty: 2794.121826
	Iteration 20F: 3 clusters Score -613042.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -613071.562500 Penalty: 2794.121826
	Iteration 21Q: 3 clusters Score -613071.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -613109.062500 Penalty: 2794.121826
	Iteration 22Q: 3 clusters Score -613109.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -613161.500000 Penalty: 2794.121826
	Iteration 23Q: 3 clusters Score -613161.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -613224.812500 Penalty: 2794.121826
	Iteration 24Q: 3 clusters Score -613224.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -613306.687500 Penalty: 2794.121826
	Iteration 25Q: 3 clusters Score -613306.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -613405.625000 Penalty: 2794.121826
	Iteration 26Q: 3 clusters Score -613405.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -613540.187500 Penalty: 2794.121826
	Iteration 27Q: 3 clusters Score -613540.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -613643.625000 Penalty: 2794.121826
	Iteration 28Q: 3 clusters Score -613643.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -613696.562500 Penalty: 2794.121826
	Iteration 29Q: 3 clusters Score -613696.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -613719.062500 Penalty: 2794.121826
	Iteration 30Q: 3 clusters Score -613719.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -613728.562500 Penalty: 2794.121826
	Iteration 31Q: 3 clusters Score -613728.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -613730.562500 Penalty: 2794.121826
	Iteration 32Q: 3 clusters Score -613730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -613733.062500 Penalty: 2794.121826
	Iteration 33Q: 3 clusters Score -613733.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -613732.687500 Penalty: 2794.121826
	Iteration 34Q: 3 clusters Score -613732.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -613733.500000 Penalty: 2794.121826
	Iteration 35Q: 3 clusters Score -613733.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -613733.500000 Penalty: 2794.121826
	Iteration 36F: 3 clusters Score -613733.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -296302.125000 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -296302.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -293804.906250 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -293804.9 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -294384.875000 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -294384.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -294489.718750 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -294489.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -294546.031250 Penalty: 2552.926025
	Iteration 3Q: 3 clusters Score -294546 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -294586.156250 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -294586.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -294615.812500 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -294615.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -294640.125000 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -294640.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -294669.500000 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -294669.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -294693.656250 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -294693.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294703.906250 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -294703.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -294710.375000 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -294710.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -294713.000000 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -294713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -294714.906250 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -294714.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -294717.531250 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -294717.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -294718.031250 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -294718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -294719.562500 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -294719.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -294721.937500 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -294721.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -294724.781250 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -294724.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -294730.437500 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -294730.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -294734.718750 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -294734.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -294737.875000 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -294737.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294742.312500 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -294742.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294746.093750 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -294746.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -294749.406250 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -294749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -294753.968750 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -294754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -294756.750000 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -294756.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -294758.562500 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -294758.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -294761.187500 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -294761.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -294763.625000 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -294763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -294764.468750 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -294764.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -294765.656250 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -294765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -294765.781250 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -294765.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -294765.781250 Penalty: 2552.926025
	Iteration 32F: 3 clusters Score -294765.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Entering Unmasked Estep 
Score: -5178297.500000 Penalty: 1738.981201
	Iteration 0F: 2 clusters Score -5178298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -5148606.000000 Penalty: 3477.962402
	Iteration 0F: 3 clusters Score -5148606 nChanged 20709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5160130.000000 Penalty: 3477.962402
	Iteration 1F: 3 clusters Score -5160130 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -5160559.000000 Penalty: 3477.962402
	Iteration 2Q: 3 clusters Score -5160559 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5161044.500000 Penalty: 3477.962402
	Iteration 3Q: 3 clusters Score -5161044 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -5161505.000000 Penalty: 3477.962402
	Iteration 4Q: 3 clusters Score -5161505 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5162094.500000 Penalty: 3477.962402
	Iteration 5Q: 3 clusters Score -5162094 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -5162791.500000 Penalty: 3477.962402
	Iteration 6Q: 3 clusters Score -5162792 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -5163649.500000 Penalty: 3477.962402
	Iteration 7Q: 3 clusters Score -5163650 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -5164621.500000 Penalty: 3477.962402
	Iteration 8Q: 3 clusters Score -5164622 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -5165659.500000 Penalty: 3477.962402
	Iteration 9Q: 3 clusters Score -5165660 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -5166785.500000 Penalty: 3477.962402
	Iteration 10Q: 3 clusters Score -5166786 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -5167833.500000 Penalty: 3477.962402
	Iteration 11Q: 3 clusters Score -5167834 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -5168745.000000 Penalty: 3477.962402
	Iteration 12Q: 3 clusters Score -5168745 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -5169497.500000 Penalty: 3477.962402
	Iteration 13Q: 3 clusters Score -5169498 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -5170144.000000 Penalty: 3477.962402
	Iteration 14Q: 3 clusters Score -5170144 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5170723.500000 Penalty: 3477.962402
	Iteration 15Q: 3 clusters Score -5170724 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -5171205.500000 Penalty: 3477.962402
	Iteration 16Q: 3 clusters Score -5171206 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -5171610.500000 Penalty: 3477.962402
	Iteration 17Q: 3 clusters Score -5171610 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -5171845.500000 Penalty: 3477.962402
	Iteration 18Q: 3 clusters Score -5171846 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -5172092.000000 Penalty: 3477.962402
	Iteration 19Q: 3 clusters Score -5172092 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -5172291.000000 Penalty: 3477.962402
	Iteration 20F: 3 clusters Score -5172291 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -5172414.500000 Penalty: 3477.962402
	Iteration 21Q: 3 clusters Score -5172414 nChanged 553
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5172564 nChanged 606
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5172707 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5172898 nChanged 664
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5173072 nChanged 655
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5173295 nChanged 677
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -5173504 nChanged 675
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5173732 nChanged 652
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -5173956 nChanged 686
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5174195 nChanged 658
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5174412 nChanged 615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5174632 nChanged 591
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5174824 nChanged 559
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -5175001.000000 Penalty: 3477.962402
	Iteration 34Q: 3 clusters Score -5175001 nChanged 541
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5175154 nChanged 471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5175280 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -5175393.500000 Penalty: 3477.962402
	Iteration 37Q: 3 clusters Score -5175394 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28677 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5175480 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5175548 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5175628 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5175650 nChanged 214
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Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5175674 nChanged 213
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29916 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5175713 nChanged 212
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Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5175727 nChanged 204
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5175750 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -5175780 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5175812 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5175812 nChanged 135
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Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -5175838 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -5175844 nChanged 144
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Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5175869 nChanged 153
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Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5175898 nChanged 143
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Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -5175918.500000 Penalty: 3477.962402
	Iteration 53Q: 3 clusters Score -5175918 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31715 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5175935 nChanged 124
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Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5175940 nChanged 102
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Mstep: Class 1 contains 31937 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5175950 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5175953 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5175970 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5175979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -5175981 nChanged 90
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Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5175980 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5175996 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5175996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5175988 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5176021.500000 Penalty: 3477.962402
	Iteration 65Q: 3 clusters Score -5176022 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32985 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5176036 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -5176053.500000 Penalty: 3477.962402
	Iteration 67Q: 3 clusters Score -5176054 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5176042 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33281 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5176061 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5176061 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -5176064.500000 Penalty: 3477.962402
	Iteration 71Q: 3 clusters Score -5176064 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5176077 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5176080 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -5176088 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33695 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5176098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5176103 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33797 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5176103 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33858 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5176114 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33912 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5176116 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33982 members 
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Entering Unmasked Estep 
Score: -5176122.500000 Penalty: 3477.962402
	Iteration 80F: 3 clusters Score -5176122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5176137.500000 Penalty: 3477.962402
	Iteration 81Q: 3 clusters Score -5176138 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5176138 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -5176141.500000 Penalty: 3477.962402
	Iteration 83Q: 3 clusters Score -5176142 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -5176146.000000 Penalty: 3477.962402
	Iteration 84Q: 3 clusters Score -5176146 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -5176150.500000 Penalty: 3477.962402
	Iteration 85Q: 3 clusters Score -5176150 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -5176160.000000 Penalty: 3477.962402
	Iteration 86Q: 3 clusters Score -5176160 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34490 members 
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Entering Unmasked Estep 
Score: -5176156.500000 Penalty: 3477.962402
	Iteration 87Q: 3 clusters Score -5176156 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5176156 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -5176159.500000 Penalty: 3477.962402
	Iteration 89Q: 3 clusters Score -5176160 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -5176161.500000 Penalty: 3477.962402
	Iteration 90Q: 3 clusters Score -5176162 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5176162 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5176162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -5176169.000000 Penalty: 3477.962402
	Iteration 93Q: 3 clusters Score -5176169 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5176180.000000 Penalty: 3477.962402
	Iteration 94Q: 3 clusters Score -5176180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5176176 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5176170 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35048 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5176175 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -5176173.000000 Penalty: 3477.962402
	Iteration 98Q: 3 clusters Score -5176173 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -5176185.000000 Penalty: 3477.962402
	Iteration 99Q: 3 clusters Score -5176185 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35191 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -5176190.500000 Penalty: 3477.962402
	Iteration 100F: 3 clusters Score -5176190 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5176196.500000 Penalty: 3477.962402
	Iteration 101Q: 3 clusters Score -5176196 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -5176208.500000 Penalty: 3477.962402
	Iteration 102Q: 3 clusters Score -5176208 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5176202 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -5176215.500000 Penalty: 3477.962402
	Iteration 104Q: 3 clusters Score -5176216 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5176220 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -5176222.000000 Penalty: 3477.962402
	Iteration 106Q: 3 clusters Score -5176222 nChanged 55
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Mstep: Class 1 contains 35580 members 
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Entering Unmasked Estep 
Score: -5176211.500000 Penalty: 3477.962402
	Iteration 107Q: 3 clusters Score -5176212 nChanged 46
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Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5176216 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35672 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5176216 nChanged 46
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Mstep: Class 1 contains 35718 members 
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Entering Unmasked Estep 
Score: -5176229.500000 Penalty: 3477.962402
	Iteration 110Q: 3 clusters Score -5176230 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35761 members 
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Entering Unmasked Estep 
Score: -5176237.500000 Penalty: 3477.962402
	Iteration 111Q: 3 clusters Score -5176238 nChanged 34
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Mstep: Class 1 contains 35795 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5176238 nChanged 30
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Mstep: Class 1 contains 35825 members 
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Entering Unmasked Estep 
Score: -5176248.500000 Penalty: 3477.962402
	Iteration 113Q: 3 clusters Score -5176248 nChanged 31
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Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -5176249.500000 Penalty: 3477.962402
	Iteration 114Q: 3 clusters Score -5176250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5176244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -5176245.000000 Penalty: 3477.962402
	Iteration 116Q: 3 clusters Score -5176245 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5176246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5176262.000000 Penalty: 3477.962402
	Iteration 118Q: 3 clusters Score -5176262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -5176258.000000 Penalty: 3477.962402
	Iteration 119Q: 3 clusters Score -5176258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5176248.500000 Penalty: 3477.962402
	Iteration 120F: 3 clusters Score -5176248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -5176259.000000 Penalty: 3477.962402
	Iteration 121Q: 3 clusters Score -5176259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -5176252.500000 Penalty: 3477.962402
	Iteration 122Q: 3 clusters Score -5176252 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -5176252.000000 Penalty: 3477.962402
	Iteration 123Q: 3 clusters Score -5176252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -5176254.000000 Penalty: 3477.962402
	Iteration 124Q: 3 clusters Score -5176254 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -5176250.000000 Penalty: 3477.962402
	Iteration 125Q: 3 clusters Score -5176250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -5176255.500000 Penalty: 3477.962402
	Iteration 126Q: 3 clusters Score -5176256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -5176270.000000 Penalty: 3477.962402
	Iteration 127Q: 3 clusters Score -5176270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -5176274.500000 Penalty: 3477.962402
	Iteration 128Q: 3 clusters Score -5176274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -5176268.500000 Penalty: 3477.962402
	Iteration 129Q: 3 clusters Score -5176268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -5176280.500000 Penalty: 3477.962402
	Iteration 130Q: 3 clusters Score -5176280 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -5176287.000000 Penalty: 3477.962402
	Iteration 131Q: 3 clusters Score -5176287 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -5176292.500000 Penalty: 3477.962402
	Iteration 132Q: 3 clusters Score -5176292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -5176301.000000 Penalty: 3477.962402
	Iteration 133Q: 3 clusters Score -5176301 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5176292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -5176304.000000 Penalty: 3477.962402
	Iteration 135Q: 3 clusters Score -5176304 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -5176310.000000 Penalty: 3477.962402
	Iteration 136Q: 3 clusters Score -5176310 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5176310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -5176306.000000 Penalty: 3477.962402
	Iteration 138Q: 3 clusters Score -5176306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5176306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5176305.000000 Penalty: 3477.962402
	Iteration 140F: 3 clusters Score -5176305 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -5176320.500000 Penalty: 3477.962402
	Iteration 141Q: 3 clusters Score -5176320 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -5176330.500000 Penalty: 3477.962402
	Iteration 142Q: 3 clusters Score -5176330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5176330 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -5176331.000000 Penalty: 3477.962402
	Iteration 144Q: 3 clusters Score -5176331 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -5176334.000000 Penalty: 3477.962402
	Iteration 145Q: 3 clusters Score -5176334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36811 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -5176325.500000 Penalty: 3477.962402
	Iteration 146Q: 3 clusters Score -5176326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -5176325.000000 Penalty: 3477.962402
	Iteration 147Q: 3 clusters Score -5176325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -5176324.000000 Penalty: 3477.962402
	Iteration 148Q: 3 clusters Score -5176324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36857 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5176324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -5176331.000000 Penalty: 3477.962402
	Iteration 150Q: 3 clusters Score -5176331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5176334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -5176334.000000 Penalty: 3477.962402
	Iteration 152Q: 3 clusters Score -5176334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5176326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -5176329.500000 Penalty: 3477.962402
	Iteration 154Q: 3 clusters Score -5176330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5176323.000000 Penalty: 3477.962402
	Iteration 155Q: 3 clusters Score -5176323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -5176327.000000 Penalty: 3477.962402
	Iteration 156Q: 3 clusters Score -5176327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -5176330.500000 Penalty: 3477.962402
	Iteration 157Q: 3 clusters Score -5176330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -5176337.000000 Penalty: 3477.962402
	Iteration 158Q: 3 clusters Score -5176337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -5176335.000000 Penalty: 3477.962402
	Iteration 159Q: 3 clusters Score -5176335 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37113 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -5176337.000000 Penalty: 3477.962402
	Iteration 160F: 3 clusters Score -5176337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -5176333.500000 Penalty: 3477.962402
	Iteration 161Q: 3 clusters Score -5176334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -5176329.500000 Penalty: 3477.962402
	Iteration 162Q: 3 clusters Score -5176330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -5176336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -5176334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -5176328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37303 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -5176334 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -5176339.000000 Penalty: 3477.962402
	Iteration 167Q: 3 clusters Score -5176339 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -5176347.500000 Penalty: 3477.962402
	Iteration 168Q: 3 clusters Score -5176348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -5176346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -5176349.500000 Penalty: 3477.962402
	Iteration 170Q: 3 clusters Score -5176350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -5176355.000000 Penalty: 3477.962402
	Iteration 171Q: 3 clusters Score -5176355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -5176341.500000 Penalty: 3477.962402
	Iteration 172Q: 3 clusters Score -5176342 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -5176344.000000 Penalty: 3477.962402
	Iteration 173Q: 3 clusters Score -5176344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -5176350.500000 Penalty: 3477.962402
	Iteration 174Q: 3 clusters Score -5176350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -5176347.000000 Penalty: 3477.962402
	Iteration 175Q: 3 clusters Score -5176347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5176341.500000 Penalty: 3477.962402
	Iteration 176Q: 3 clusters Score -5176342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -5176344.500000 Penalty: 3477.962402
	Iteration 177Q: 3 clusters Score -5176344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5176348.000000 Penalty: 3477.962402
	Iteration 178Q: 3 clusters Score -5176348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -5176344.000000 Penalty: 3477.962402
	Iteration 179Q: 3 clusters Score -5176344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -5176344.000000 Penalty: 3477.962402
	Iteration 180F: 3 clusters Score -5176344 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -5176348.000000 Penalty: 3477.962402
	Iteration 181Q: 3 clusters Score -5176348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -5176353.500000 Penalty: 3477.962402
	Iteration 182Q: 3 clusters Score -5176354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -5176352.500000 Penalty: 3477.962402
	Iteration 183Q: 3 clusters Score -5176352 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5176356.000000 Penalty: 3477.962402
	Iteration 184Q: 3 clusters Score -5176356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5176360.500000 Penalty: 3477.962402
	Iteration 185Q: 3 clusters Score -5176360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -5176357.000000 Penalty: 3477.962402
	Iteration 186Q: 3 clusters Score -5176357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -5176358.000000 Penalty: 3477.962402
	Iteration 187Q: 3 clusters Score -5176358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -5176360 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5176366.000000 Penalty: 3477.962402
	Iteration 189Q: 3 clusters Score -5176366 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -5176367 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -5176373.500000 Penalty: 3477.962402
	Iteration 191Q: 3 clusters Score -5176374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -5176388.000000 Penalty: 3477.962402
	Iteration 192Q: 3 clusters Score -5176388 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -5176388 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38034 members 
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Entering Unmasked Estep 
Score: -5176399.500000 Penalty: 3477.962402
	Iteration 194Q: 3 clusters Score -5176400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
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Entering Unmasked Estep 
Score: -5176402.500000 Penalty: 3477.962402
	Iteration 195Q: 3 clusters Score -5176402 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -5176396.000000 Penalty: 3477.962402
	Iteration 196Q: 3 clusters Score -5176396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5176403.000000 Penalty: 3477.962402
	Iteration 197Q: 3 clusters Score -5176403 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -5176404.000000 Penalty: 3477.962402
	Iteration 198Q: 3 clusters Score -5176404 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -5176408 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38187 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -5176411.500000 Penalty: 3477.962402
	Iteration 200F: 3 clusters Score -5176412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5176404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -5176408 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5176409.500000 Penalty: 3477.962402
	Iteration 203Q: 3 clusters Score -5176410 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -5176418.000000 Penalty: 3477.962402
	Iteration 204Q: 3 clusters Score -5176418 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -5176422.000000 Penalty: 3477.962402
	Iteration 205Q: 3 clusters Score -5176422 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -5176422 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -5176424.500000 Penalty: 3477.962402
	Iteration 207Q: 3 clusters Score -5176424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -5176427.000000 Penalty: 3477.962402
	Iteration 208Q: 3 clusters Score -5176427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -5176428.500000 Penalty: 3477.962402
	Iteration 209Q: 3 clusters Score -5176428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -5176428.500000 Penalty: 3477.962402
	Iteration 210Q: 3 clusters Score -5176428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -5176419.000000 Penalty: 3477.962402
	Iteration 211Q: 3 clusters Score -5176419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5176417.500000 Penalty: 3477.962402
	Iteration 212Q: 3 clusters Score -5176418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -5176416.000000 Penalty: 3477.962402
	Iteration 213Q: 3 clusters Score -5176416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -5176421.000000 Penalty: 3477.962402
	Iteration 214Q: 3 clusters Score -5176421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -5176423.500000 Penalty: 3477.962402
	Iteration 215Q: 3 clusters Score -5176424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5176424.000000 Penalty: 3477.962402
	Iteration 216Q: 3 clusters Score -5176424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -5176423.000000 Penalty: 3477.962402
	Iteration 217Q: 3 clusters Score -5176423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5176424.000000 Penalty: 3477.962402
	Iteration 218Q: 3 clusters Score -5176424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -5176423.000000 Penalty: 3477.962402
	Iteration 219Q: 3 clusters Score -5176423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -5176421.000000 Penalty: 3477.962402
	Iteration 220F: 3 clusters Score -5176421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -5176428.000000 Penalty: 3477.962402
	Iteration 221Q: 3 clusters Score -5176428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -5176423.000000 Penalty: 3477.962402
	Iteration 222Q: 3 clusters Score -5176423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -5176423.000000 Penalty: 3477.962402
	Iteration 223Q: 3 clusters Score -5176423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -5176435.500000 Penalty: 3477.962402
	Iteration 224Q: 3 clusters Score -5176436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5176444.500000 Penalty: 3477.962402
	Iteration 225Q: 3 clusters Score -5176444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -5176448.500000 Penalty: 3477.962402
	Iteration 226Q: 3 clusters Score -5176448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5176442.000000 Penalty: 3477.962402
	Iteration 227Q: 3 clusters Score -5176442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5176432.000000 Penalty: 3477.962402
	Iteration 228Q: 3 clusters Score -5176432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -5176440.000000 Penalty: 3477.962402
	Iteration 229Q: 3 clusters Score -5176440 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -5176444.500000 Penalty: 3477.962402
	Iteration 230Q: 3 clusters Score -5176444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5176442.500000 Penalty: 3477.962402
	Iteration 231Q: 3 clusters Score -5176442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -5176451.000000 Penalty: 3477.962402
	Iteration 232Q: 3 clusters Score -5176451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -5176452.000000 Penalty: 3477.962402
	Iteration 233Q: 3 clusters Score -5176452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -5176450.000000 Penalty: 3477.962402
	Iteration 234Q: 3 clusters Score -5176450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -5176447.000000 Penalty: 3477.962402
	Iteration 235Q: 3 clusters Score -5176447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -5176456.000000 Penalty: 3477.962402
	Iteration 236Q: 3 clusters Score -5176456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -5176450.000000 Penalty: 3477.962402
	Iteration 237Q: 3 clusters Score -5176450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5176446.500000 Penalty: 3477.962402
	Iteration 238Q: 3 clusters Score -5176446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5176449.500000 Penalty: 3477.962402
	Iteration 239Q: 3 clusters Score -5176450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -5176451.500000 Penalty: 3477.962402
	Iteration 240F: 3 clusters Score -5176452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -5176456.000000 Penalty: 3477.962402
	Iteration 241Q: 3 clusters Score -5176456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -5176461.000000 Penalty: 3477.962402
	Iteration 242Q: 3 clusters Score -5176461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -5176464.000000 Penalty: 3477.962402
	Iteration 243Q: 3 clusters Score -5176464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -5176461.500000 Penalty: 3477.962402
	Iteration 244Q: 3 clusters Score -5176462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -5176461.500000 Penalty: 3477.962402
	Iteration 245Q: 3 clusters Score -5176462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -5176456.000000 Penalty: 3477.962402
	Iteration 246Q: 3 clusters Score -5176456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -5176461.000000 Penalty: 3477.962402
	Iteration 247Q: 3 clusters Score -5176461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -5176463.500000 Penalty: 3477.962402
	Iteration 248Q: 3 clusters Score -5176464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5176462.000000 Penalty: 3477.962402
	Iteration 249Q: 3 clusters Score -5176462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38973 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -5176457.500000 Penalty: 3477.962402
	Iteration 250Q: 3 clusters Score -5176458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5176460.500000 Penalty: 3477.962402
	Iteration 251Q: 3 clusters Score -5176460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5176459.500000 Penalty: 3477.962402
	Iteration 252Q: 3 clusters Score -5176460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5176460.500000 Penalty: 3477.962402
	Iteration 253Q: 3 clusters Score -5176460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -5176460.500000 Penalty: 3477.962402
	Iteration 254F: 3 clusters Score -5176460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88277 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 4091 members 
Mstep: Class 6 contains 1411 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26472 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6190 members 
Mstep: Class 13 contains 3595 members 
Mstep: Class 14 contains 21358 members 
Mstep: Class 15 contains 15942 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6449 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 7015 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5054 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13228 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 5417 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40126628.000000 Penalty: 81109.929688
Iteration 119Q: 40 clusters Score -4.012663e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88281 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 8 contains 26503 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 21378 members 
Mstep: Class 15 contains 15944 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4380 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6456 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6986 members 
Mstep: Class 26 contains 7039 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4817 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5063 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13231 members 
Mstep: Class 35 contains 1976 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44511 members 
Mstep: Class 39 contains 5829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40126996.000000 Penalty: 81109.929688
Iteration 120F: 40 clusters Score -4.0127e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88263 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 4067 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26475 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6212 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 21333 members 
Mstep: Class 15 contains 15944 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12913 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6459 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6939 members 
Mstep: Class 26 contains 6938 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4815 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 5061 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13232 members 
Mstep: Class 35 contains 1976 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44503 members 
Mstep: Class 39 contains 6112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127088.000000 Penalty: 81109.929688
Iteration 121Q: 40 clusters Score -4.012709e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88244 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 1399 members 
Mstep: Class 7 contains 1274 members 
Mstep: Class 8 contains 26479 members 
Mstep: Class 9 contains 10668 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6220 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 21292 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12912 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6465 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 6867 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 985 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4813 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5064 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13232 members 
Mstep: Class 35 contains 1977 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44491 members 
Mstep: Class 39 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127272.000000 Penalty: 81109.929688
Iteration 122Q: 40 clusters Score -4.012727e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88235 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 1271 members 
Mstep: Class 8 contains 26484 members 
Mstep: Class 9 contains 10667 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6226 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 21263 members 
Mstep: Class 15 contains 15946 members 
Mstep: Class 16 contains 1596 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4339 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12909 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6469 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 6832 members 
Mstep: Class 27 contains 20927 members 
Mstep: Class 28 contains 984 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4810 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5073 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13231 members 
Mstep: Class 35 contains 1978 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44480 members 
Mstep: Class 39 contains 6415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127316.000000 Penalty: 81109.929688
Iteration 123Q: 40 clusters Score -4.012732e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88228 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 4045 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 1269 members 
Mstep: Class 8 contains 26480 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1838 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6229 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 21235 members 
Mstep: Class 15 contains 15947 members 
Mstep: Class 16 contains 1599 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 4542 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6477 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6818 members 
Mstep: Class 26 contains 6798 members 
Mstep: Class 27 contains 20928 members 
Mstep: Class 28 contains 984 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4806 members 
Mstep: Class 31 contains 1961 members 
Mstep: Class 32 contains 5080 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13232 members 
Mstep: Class 35 contains 1980 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44463 members 
Mstep: Class 39 contains 6536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127372.000000 Penalty: 81109.929688
Iteration 124Q: 40 clusters Score -4.012737e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88218 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 1395 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 8 contains 26483 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 21204 members 
Mstep: Class 15 contains 15952 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6486 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 6762 members 
Mstep: Class 27 contains 20928 members 
Mstep: Class 28 contains 983 members 
Mstep: Class 29 contains 1552 members 
Mstep: Class 30 contains 4805 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5089 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13234 members 
Mstep: Class 35 contains 1982 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44457 members 
Mstep: Class 39 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127300.000000 Penalty: 81109.929688
Iteration 125Q: 40 clusters Score -4.01273e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1211 members 
Mstep: Class 3 contains 88208 members 
Mstep: Class 4 contains 13377 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 8 contains 26490 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6232 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 21185 members 
Mstep: Class 15 contains 15960 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12913 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6500 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6739 members 
Mstep: Class 26 contains 6730 members 
Mstep: Class 27 contains 20928 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4805 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5092 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13236 members 
Mstep: Class 35 contains 1983 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44452 members 
Mstep: Class 39 contains 6706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127404.000000 Penalty: 81109.929688
Iteration 126Q: 40 clusters Score -4.01274e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88195 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 4031 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 1267 members 
Mstep: Class 8 contains 26492 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 21167 members 
Mstep: Class 15 contains 15970 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12915 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6513 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6706 members 
Mstep: Class 26 contains 6706 members 
Mstep: Class 27 contains 20928 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4805 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5091 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13237 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44440 members 
Mstep: Class 39 contains 6787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127404.000000 Penalty: 81109.929688
Iteration 127Q: 40 clusters Score -4.01274e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88183 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 1266 members 
Mstep: Class 8 contains 26508 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6233 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 21145 members 
Mstep: Class 15 contains 15983 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12916 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6517 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6673 members 
Mstep: Class 26 contains 6687 members 
Mstep: Class 27 contains 20926 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4802 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5098 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13238 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44431 members 
Mstep: Class 39 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127436.000000 Penalty: 81109.929688
Iteration 128Q: 40 clusters Score -4.012744e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88159 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 4020 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 1264 members 
Mstep: Class 8 contains 26519 members 
Mstep: Class 9 contains 10666 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 21127 members 
Mstep: Class 15 contains 15992 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12918 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6522 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6645 members 
Mstep: Class 26 contains 6672 members 
Mstep: Class 27 contains 20925 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5109 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13238 members 
Mstep: Class 35 contains 1983 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44429 members 
Mstep: Class 39 contains 6923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127356.000000 Penalty: 81109.929688
Iteration 129Q: 40 clusters Score -4.012736e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88149 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 4014 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 1263 members 
Mstep: Class 8 contains 26525 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 3601 members 
Mstep: Class 14 contains 21100 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12918 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6529 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6608 members 
Mstep: Class 26 contains 6658 members 
Mstep: Class 27 contains 20924 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1960 members 
Mstep: Class 32 contains 5124 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13240 members 
Mstep: Class 35 contains 1985 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44424 members 
Mstep: Class 39 contains 6989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127476.000000 Penalty: 81109.929688
Iteration 130Q: 40 clusters Score -4.012748e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88146 members 
Mstep: Class 4 contains 13380 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 26529 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6234 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 21089 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12916 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6537 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6559 members 
Mstep: Class 26 contains 6640 members 
Mstep: Class 27 contains 20924 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 1961 members 
Mstep: Class 32 contains 5135 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13240 members 
Mstep: Class 35 contains 1987 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44422 members 
Mstep: Class 39 contains 7057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127480.000000 Penalty: 81109.929688
Iteration 131Q: 40 clusters Score -4.012748e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88137 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 1392 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 26528 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6231 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 21080 members 
Mstep: Class 15 contains 16010 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12911 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6544 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6510 members 
Mstep: Class 26 contains 6622 members 
Mstep: Class 27 contains 20922 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5147 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13241 members 
Mstep: Class 35 contains 1988 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44420 members 
Mstep: Class 39 contains 7127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127480.000000 Penalty: 81109.929688
Iteration 132Q: 40 clusters Score -4.012748e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88136 members 
Mstep: Class 4 contains 13382 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 26539 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6236 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 21067 members 
Mstep: Class 15 contains 16018 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6547 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6452 members 
Mstep: Class 26 contains 6620 members 
Mstep: Class 27 contains 20919 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5155 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13242 members 
Mstep: Class 35 contains 1989 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2580 members 
Mstep: Class 38 contains 44417 members 
Mstep: Class 39 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127544.000000 Penalty: 81109.929688
Iteration 133Q: 40 clusters Score -4.012754e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13381 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 26547 members 
Mstep: Class 9 contains 10654 members 
Mstep: Class 10 contains 1830 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6241 members 
Mstep: Class 13 contains 3603 members 
Mstep: Class 14 contains 21055 members 
Mstep: Class 15 contains 16020 members 
Mstep: Class 16 contains 1594 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6549 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6403 members 
Mstep: Class 26 contains 6612 members 
Mstep: Class 27 contains 20917 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4799 members 
Mstep: Class 31 contains 1962 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13241 members 
Mstep: Class 35 contains 1990 members 
Mstep: Class 36 contains 5422 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44410 members 
Mstep: Class 39 contains 7244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127472.000000 Penalty: 81109.929688
Iteration 134Q: 40 clusters Score -4.012747e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 88136 members 
Mstep: Class 4 contains 13380 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 1390 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 26555 members 
Mstep: Class 9 contains 10656 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 21042 members 
Mstep: Class 15 contains 16023 members 
Mstep: Class 16 contains 1595 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4333 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6550 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6353 members 
Mstep: Class 26 contains 6598 members 
Mstep: Class 27 contains 20917 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4800 members 
Mstep: Class 31 contains 1963 members 
Mstep: Class 32 contains 5167 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13245 members 
Mstep: Class 35 contains 1993 members 
Mstep: Class 36 contains 5423 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44402 members 
Mstep: Class 39 contains 7315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127440.000000 Penalty: 81109.929688
Iteration 135Q: 40 clusters Score -4.012744e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 26552 members 
Mstep: Class 9 contains 10653 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 3604 members 
Mstep: Class 14 contains 21034 members 
Mstep: Class 15 contains 16029 members 
Mstep: Class 16 contains 1593 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6555 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6311 members 
Mstep: Class 26 contains 6583 members 
Mstep: Class 27 contains 20917 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4800 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 5170 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13246 members 
Mstep: Class 35 contains 1995 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44396 members 
Mstep: Class 39 contains 7379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127412.000000 Penalty: 81109.929688
Iteration 136Q: 40 clusters Score -4.012741e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88146 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1260 members 
Mstep: Class 8 contains 26551 members 
Mstep: Class 9 contains 10650 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 21024 members 
Mstep: Class 15 contains 16035 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 12905 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6563 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6265 members 
Mstep: Class 26 contains 6566 members 
Mstep: Class 27 contains 20916 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4799 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5173 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13245 members 
Mstep: Class 35 contains 1996 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44394 members 
Mstep: Class 39 contains 7439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127404.000000 Penalty: 81109.929688
Iteration 137Q: 40 clusters Score -4.01274e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88145 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1259 members 
Mstep: Class 8 contains 26548 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 21018 members 
Mstep: Class 15 contains 16044 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4327 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 12909 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6564 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6230 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 20916 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4801 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 5182 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13245 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44391 members 
Mstep: Class 39 contains 7477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127512.000000 Penalty: 81109.929688
Iteration 138Q: 40 clusters Score -4.012751e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88141 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1256 members 
Mstep: Class 8 contains 26549 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 21015 members 
Mstep: Class 15 contains 16059 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4329 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6566 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6186 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 20914 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4801 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 5191 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13247 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44388 members 
Mstep: Class 39 contains 7505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127516.000000 Penalty: 81109.929688
Iteration 139Q: 40 clusters Score -4.012752e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1253 members 
Mstep: Class 8 contains 26546 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 21013 members 
Mstep: Class 15 contains 16074 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4332 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3158 members 
Mstep: Class 21 contains 12905 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6567 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6161 members 
Mstep: Class 26 contains 6559 members 
Mstep: Class 27 contains 20914 members 
Mstep: Class 28 contains 982 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4800 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 5193 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13247 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44389 members 
Mstep: Class 39 contains 7521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127544.000000 Penalty: 81109.929688
Iteration 140F: 40 clusters Score -4.012754e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88142 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26541 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1826 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6251 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 21010 members 
Mstep: Class 15 contains 16075 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6569 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6138 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 20914 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4799 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5200 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13247 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44388 members 
Mstep: Class 39 contains 7541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127564.000000 Penalty: 81109.929688
Iteration 141Q: 40 clusters Score -4.012756e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88141 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26543 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1825 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6249 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 21005 members 
Mstep: Class 15 contains 16079 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4334 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6570 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6113 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 20913 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5205 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13247 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44382 members 
Mstep: Class 39 contains 7571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127604.000000 Penalty: 81109.929688
Iteration 142Q: 40 clusters Score -4.01276e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26544 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6250 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 20999 members 
Mstep: Class 15 contains 16084 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4335 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6571 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6095 members 
Mstep: Class 26 contains 6560 members 
Mstep: Class 27 contains 20911 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5210 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13247 members 
Mstep: Class 35 contains 1998 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127636.000000 Penalty: 81109.929688
Iteration 143Q: 40 clusters Score -4.012764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26545 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 3606 members 
Mstep: Class 14 contains 20996 members 
Mstep: Class 15 contains 16090 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6573 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6084 members 
Mstep: Class 26 contains 6557 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4794 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5214 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13248 members 
Mstep: Class 35 contains 1999 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127652.000000 Penalty: 81109.929688
Iteration 144Q: 40 clusters Score -4.012765e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88131 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26545 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6248 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 20997 members 
Mstep: Class 15 contains 16098 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12902 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6067 members 
Mstep: Class 26 contains 6557 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4795 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5216 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13250 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127612.000000 Penalty: 81109.929688
Iteration 145Q: 40 clusters Score -4.012761e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88130 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26544 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 20994 members 
Mstep: Class 15 contains 16105 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4337 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6575 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6052 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4795 members 
Mstep: Class 31 contains 1964 members 
Mstep: Class 32 contains 5222 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 2000 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44375 members 
Mstep: Class 39 contains 7628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127648.000000 Penalty: 81109.929688
Iteration 146Q: 40 clusters Score -4.012765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88129 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26546 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 20992 members 
Mstep: Class 15 contains 16110 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6031 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4795 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5228 members 
Mstep: Class 33 contains 587 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 2002 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127620.000000 Penalty: 81109.929688
Iteration 147Q: 40 clusters Score -4.012762e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88129 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26548 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 3607 members 
Mstep: Class 14 contains 20989 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4336 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6016 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 1967 members 
Mstep: Class 32 contains 5232 members 
Mstep: Class 33 contains 586 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 2002 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44375 members 
Mstep: Class 39 contains 7642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127636.000000 Penalty: 81109.929688
Iteration 148Q: 40 clusters Score -4.012764e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88127 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3988 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26552 members 
Mstep: Class 9 contains 10648 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6246 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20987 members 
Mstep: Class 15 contains 16116 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4338 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6005 members 
Mstep: Class 26 contains 6554 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5234 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13250 members 
Mstep: Class 35 contains 2003 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44375 members 
Mstep: Class 39 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127672.000000 Penalty: 81109.929688
Iteration 149Q: 40 clusters Score -4.012767e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88127 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26556 members 
Mstep: Class 9 contains 10647 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6245 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20986 members 
Mstep: Class 15 contains 16118 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12899 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5987 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5237 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13252 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127640.000000 Penalty: 81109.929688
Iteration 150Q: 40 clusters Score -4.012764e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88129 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10646 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20984 members 
Mstep: Class 15 contains 16125 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5975 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5238 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13252 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44378 members 
Mstep: Class 39 contains 7668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127644.000000 Penalty: 81109.929688
Iteration 151Q: 40 clusters Score -4.012764e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88134 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26559 members 
Mstep: Class 9 contains 10642 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20982 members 
Mstep: Class 15 contains 16128 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4341 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5970 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5239 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127596.000000 Penalty: 81109.929688
Iteration 152Q: 40 clusters Score -4.01276e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26561 members 
Mstep: Class 9 contains 10638 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20983 members 
Mstep: Class 15 contains 16130 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5963 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 981 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5240 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127604.000000 Penalty: 81109.929688
Iteration 153Q: 40 clusters Score -4.01276e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26560 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20982 members 
Mstep: Class 15 contains 16134 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4342 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5958 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5241 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13251 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127604.000000 Penalty: 81109.929688
Iteration 154Q: 40 clusters Score -4.01276e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88137 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26559 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20981 members 
Mstep: Class 15 contains 16137 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4343 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12897 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5952 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5242 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13252 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127596.000000 Penalty: 81109.929688
Iteration 155Q: 40 clusters Score -4.01276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26559 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20979 members 
Mstep: Class 15 contains 16141 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5946 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5243 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13252 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127624.000000 Penalty: 81109.929688
Iteration 156Q: 40 clusters Score -4.012762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3991 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26559 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3608 members 
Mstep: Class 14 contains 20979 members 
Mstep: Class 15 contains 16143 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4344 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5940 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5243 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13253 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127600.000000 Penalty: 81109.929688
Iteration 157Q: 40 clusters Score -4.01276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26556 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 16147 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4345 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5932 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5243 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127568.000000 Penalty: 81109.929688
Iteration 158Q: 40 clusters Score -4.012757e+07 nChanged 20
Entering ConstructFrom: 
Score: -40127568.000000 Penalty: 81109.929688
Entering ConstructFrom: 
Trying to split cluster 1 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -47961.261719 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -47961.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -46941.546875 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -46941.55 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -47748.570312 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -47748.57 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -48209.007812 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -48209.01 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -48371.945312 Penalty: 2134.168457
	Iteration 3F: 3 clusters Score -48371.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -48438.644531 Penalty: 2134.168457
	Iteration 4Q: 3 clusters Score -48438.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -48452.519531 Penalty: 2134.168457
	Iteration 5Q: 3 clusters Score -48452.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48460.828125 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -48460.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -48460.828125 Penalty: 2134.168457
	Iteration 7F: 3 clusters Score -48460.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26553 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5242 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7708 members 
Mstep: Class 40 contains 538 members 
Entering Unmasked Estep 
Score: -40127068.000000 Penalty: 83189.664062
Splitting cluster 1 changes total score from -40127568.000000 to -40127068.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -131262.421875 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -131262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -129716.140625 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -129716.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -130046.039062 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -130046 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -130157.570312 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -130157.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -130271.531250 Penalty: 2306.703369
	Iteration 3F: 3 clusters Score -130271.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -130414.390625 Penalty: 2306.703369
	Iteration 4F: 3 clusters Score -130414.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130556.250000 Penalty: 2306.703369
	Iteration 5F: 3 clusters Score -130556.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130686.257812 Penalty: 2306.703369
	Iteration 6F: 3 clusters Score -130686.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -130853.773438 Penalty: 2306.703369
	Iteration 7F: 3 clusters Score -130853.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -130977.546875 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -130977.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131039.945312 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -131039.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131125.296875 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -131125.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -131197.828125 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -131197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -131238.484375 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -131238.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131268.171875 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -131268.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -131282.640625 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -131282.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -131292.078125 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -131292.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131293.796875 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -131293.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -131296.546875 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -131296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -131296.984375 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -131297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131297.343750 Penalty: 2306.703369
	Iteration 19Q: 3 clusters Score -131297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -131297.343750 Penalty: 2306.703369
	Iteration 20F: 3 clusters Score -131297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 663 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26553 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5242 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7708 members 
Mstep: Class 40 contains 546 members 
Entering Unmasked Estep 
Score: -40126704.000000 Penalty: 83189.664062
Splitting cluster 2 changes total score from -40127568.000000 to -40126704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (88139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88139 members 
Entering Unmasked Estep 
Score: -10113156.000000 Penalty: 1850.333862
	Iteration 0F: 2 clusters Score -1.011316e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 44089 members 
Entering Unmasked Estep 
Score: -10054316.000000 Penalty: 3700.667725
	Iteration 0F: 3 clusters Score -1.005432e+07 nChanged 41891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 45156 members 
Entering Unmasked Estep 
Score: -10078417.000000 Penalty: 3700.667725
	Iteration 1F: 3 clusters Score -1.007842e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -10079093.000000 Penalty: 3700.667725
	Iteration 2Q: 3 clusters Score -1.007909e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -10079836.000000 Penalty: 3700.667725
	Iteration 3Q: 3 clusters Score -1.007984e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -10080494.000000 Penalty: 3700.667725
	Iteration 4Q: 3 clusters Score -1.008049e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -10081102.000000 Penalty: 3700.667725
	Iteration 5Q: 3 clusters Score -1.00811e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -10081804.000000 Penalty: 3700.667725
	Iteration 6Q: 3 clusters Score -1.00818e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -10082723.000000 Penalty: 3700.667725
	Iteration 7Q: 3 clusters Score -1.008272e+07 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37877 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -10084088.000000 Penalty: 3700.667725
	Iteration 8Q: 3 clusters Score -1.008409e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 52040 members 
Entering Unmasked Estep 
Score: -10085828.000000 Penalty: 3700.667725
	Iteration 9Q: 3 clusters Score -1.008583e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -10088298.000000 Penalty: 3700.667725
	Iteration 10Q: 3 clusters Score -1.00883e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10091499.000000 Penalty: 3700.667725
	Iteration 11F: 3 clusters Score -1.00915e+07 nChanged 4646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 58524 members 
Entering Unmasked Estep 
Score: -10094753.000000 Penalty: 3700.667725
	Iteration 12F: 3 clusters Score -1.009475e+07 nChanged 4176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 60076 members 
Entering Unmasked Estep 
Score: -10097238.000000 Penalty: 3700.667725
	Iteration 13Q: 3 clusters Score -1.009724e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -10098485.000000 Penalty: 3700.667725
	Iteration 14Q: 3 clusters Score -1.009848e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 62546 members 
Entering Unmasked Estep 
Score: -10099063.000000 Penalty: 3700.667725
	Iteration 15Q: 3 clusters Score -1.009906e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -10099515.000000 Penalty: 3700.667725
	Iteration 16Q: 3 clusters Score -1.009952e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -10099992.000000 Penalty: 3700.667725
	Iteration 17Q: 3 clusters Score -1.009999e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 66238 members 
Entering Unmasked Estep 
Score: -10100357.000000 Penalty: 3700.667725
	Iteration 18Q: 3 clusters Score -1.010036e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 67596 members 
Entering Unmasked Estep 
Score: -10100819.000000 Penalty: 3700.667725
	Iteration 19Q: 3 clusters Score -1.010082e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -10101274.000000 Penalty: 3700.667725
	Iteration 20F: 3 clusters Score -1.010127e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 70471 members 
Entering Unmasked Estep 
Score: -10101793.000000 Penalty: 3700.667725
	Iteration 21Q: 3 clusters Score -1.010179e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 71937 members 
Entering Unmasked Estep 
Score: -10102349.000000 Penalty: 3700.667725
	Iteration 22Q: 3 clusters Score -1.010235e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -10102913.000000 Penalty: 3700.667725
	Iteration 23Q: 3 clusters Score -1.010291e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 75004 members 
Entering Unmasked Estep 
Score: -10103562.000000 Penalty: 3700.667725
	Iteration 24Q: 3 clusters Score -1.010356e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 76607 members 
Entering Unmasked Estep 
Score: -10104321.000000 Penalty: 3700.667725
	Iteration 25Q: 3 clusters Score -1.010432e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 78115 members 
Entering Unmasked Estep 
Score: -10105096.000000 Penalty: 3700.667725
	Iteration 26Q: 3 clusters Score -1.01051e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 79614 members 
Entering Unmasked Estep 
Score: -10105967.000000 Penalty: 3700.667725
	Iteration 27Q: 3 clusters Score -1.010597e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 81023 members 
Entering Unmasked Estep 
Score: -10106776.000000 Penalty: 3700.667725
	Iteration 28Q: 3 clusters Score -1.010678e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 82368 members 
Entering Unmasked Estep 
Score: -10107585.000000 Penalty: 3700.667725
	Iteration 29Q: 3 clusters Score -1.010758e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 83585 members 
Entering Unmasked Estep 
Score: -10108397.000000 Penalty: 3700.667725
	Iteration 30Q: 3 clusters Score -1.01084e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 84710 members 
Entering Unmasked Estep 
Score: -10109223.000000 Penalty: 3700.667725
	Iteration 31Q: 3 clusters Score -1.010922e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 85652 members 
Entering Unmasked Estep 
Score: -10109932.000000 Penalty: 3700.667725
	Iteration 32Q: 3 clusters Score -1.010993e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 86431 members 
Entering Unmasked Estep 
Score: -10110515.000000 Penalty: 3700.667725
	Iteration 33Q: 3 clusters Score -1.011052e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -10110853.000000 Penalty: 3700.667725
	Iteration 34Q: 3 clusters Score -1.011085e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 87308 members 
Entering Unmasked Estep 
Score: -10111116.000000 Penalty: 3700.667725
	Iteration 35Q: 3 clusters Score -1.011112e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 87498 members 
Entering Unmasked Estep 
Score: -10111261.000000 Penalty: 3700.667725
	Iteration 36Q: 3 clusters Score -1.011126e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 87613 members 
Entering Unmasked Estep 
Score: -10111337.000000 Penalty: 3700.667725
	Iteration 37Q: 3 clusters Score -1.011134e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 87697 members 
Entering Unmasked Estep 
Score: -10111388.000000 Penalty: 3700.667725
	Iteration 38Q: 3 clusters Score -1.011139e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -10111442.000000 Penalty: 3700.667725
	Iteration 39Q: 3 clusters Score -1.011144e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -10111473.000000 Penalty: 3700.667725
	Iteration 40F: 3 clusters Score -1.011147e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 87827 members 
Entering Unmasked Estep 
Score: -10111498.000000 Penalty: 3700.667725
	Iteration 41Q: 3 clusters Score -1.01115e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 87845 members 
Entering Unmasked Estep 
Score: -10111509.000000 Penalty: 3700.667725
	Iteration 42Q: 3 clusters Score -1.011151e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 87857 members 
Entering Unmasked Estep 
Score: -10111509.000000 Penalty: 3700.667725
	Iteration 43Q: 3 clusters Score -1.011151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 87865 members 
Entering Unmasked Estep 
Score: -10111522.000000 Penalty: 3700.667725
	Iteration 44Q: 3 clusters Score -1.011152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 87872 members 
Entering Unmasked Estep 
Score: -10111529.000000 Penalty: 3700.667725
	Iteration 45Q: 3 clusters Score -1.011153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 87873 members 
Entering Unmasked Estep 
Score: -10111529.000000 Penalty: 3700.667725
	Iteration 46Q: 3 clusters Score -1.011153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 87874 members 
Entering Unmasked Estep 
Score: -10111527.000000 Penalty: 3700.667725
	Iteration 47Q: 3 clusters Score -1.011153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -10111532.000000 Penalty: 3700.667725
	Iteration 48Q: 3 clusters Score -1.011153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 87878 members 
Entering Unmasked Estep 
Score: -10111536.000000 Penalty: 3700.667725
	Iteration 49Q: 3 clusters Score -1.011154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 87881 members 
Entering Unmasked Estep 
Score: -10111541.000000 Penalty: 3700.667725
	Iteration 50Q: 3 clusters Score -1.011154e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 87883 members 
Entering Unmasked Estep 
Score: -10111540.000000 Penalty: 3700.667725
	Iteration 51Q: 3 clusters Score -1.011154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 87882 members 
Entering Unmasked Estep 
Score: -10111545.000000 Penalty: 3700.667725
	Iteration 52Q: 3 clusters Score -1.011154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -10111545.000000 Penalty: 3700.667725
	Iteration 53Q: 3 clusters Score -1.011154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 87885 members 
Entering Unmasked Estep 
Score: -10111545.000000 Penalty: 3700.667725
	Iteration 54F: 3 clusters Score -1.011154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Entering Unmasked Estep 
Score: -1529763.875000 Penalty: 1543.911377
	Iteration 0F: 2 clusters Score -1529764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1520499.750000 Penalty: 3087.822754
	Iteration 0F: 3 clusters Score -1520500 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1523718.375000 Penalty: 3087.822754
	Iteration 1F: 3 clusters Score -1523718 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1524141.875000 Penalty: 3087.822754
	Iteration 2F: 3 clusters Score -1524142 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1524631.625000 Penalty: 3087.822754
	Iteration 3F: 3 clusters Score -1524632 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1525182.000000 Penalty: 3087.822754
	Iteration 4F: 3 clusters Score -1525182 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1525794.625000 Penalty: 3087.822754
	Iteration 5F: 3 clusters Score -1525795 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1526397.750000 Penalty: 3087.822754
	Iteration 6F: 3 clusters Score -1526398 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1526909.625000 Penalty: 3087.822754
	Iteration 7F: 3 clusters Score -1526910 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1527316.000000 Penalty: 3087.822754
	Iteration 8Q: 3 clusters Score -1527316 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1527626.125000 Penalty: 3087.822754
	Iteration 9Q: 3 clusters Score -1527626 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1527861.875000 Penalty: 3087.822754
	Iteration 10Q: 3 clusters Score -1527862 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1528051.125000 Penalty: 3087.822754
	Iteration 11Q: 3 clusters Score -1528051 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1528242.875000 Penalty: 3087.822754
	Iteration 12Q: 3 clusters Score -1528243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1528380.125000 Penalty: 3087.822754
	Iteration 13Q: 3 clusters Score -1528380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1528513.625000 Penalty: 3087.822754
	Iteration 14Q: 3 clusters Score -1528514 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1528604.125000 Penalty: 3087.822754
	Iteration 15Q: 3 clusters Score -1528604 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1528675.625000 Penalty: 3087.822754
	Iteration 16Q: 3 clusters Score -1528676 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1528716.500000 Penalty: 3087.822754
	Iteration 17Q: 3 clusters Score -1528716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1528750.250000 Penalty: 3087.822754
	Iteration 18Q: 3 clusters Score -1528750 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1528786.375000 Penalty: 3087.822754
	Iteration 19Q: 3 clusters Score -1528786 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1528817.000000 Penalty: 3087.822754
	Iteration 20F: 3 clusters Score -1528817 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1528858.375000 Penalty: 3087.822754
	Iteration 21Q: 3 clusters Score -1528858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1528881.750000 Penalty: 3087.822754
	Iteration 22Q: 3 clusters Score -1528882 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1528921.000000 Penalty: 3087.822754
	Iteration 23Q: 3 clusters Score -1528921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1528972.125000 Penalty: 3087.822754
	Iteration 24Q: 3 clusters Score -1528972 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1529038.750000 Penalty: 3087.822754
	Iteration 25Q: 3 clusters Score -1529039 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1529096.125000 Penalty: 3087.822754
	Iteration 26Q: 3 clusters Score -1529096 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1529142.500000 Penalty: 3087.822754
	Iteration 27Q: 3 clusters Score -1529142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1529184.375000 Penalty: 3087.822754
	Iteration 28Q: 3 clusters Score -1529184 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1529218.375000 Penalty: 3087.822754
	Iteration 29Q: 3 clusters Score -1529218 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1529247.125000 Penalty: 3087.822754
	Iteration 30Q: 3 clusters Score -1529247 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1529271.875000 Penalty: 3087.822754
	Iteration 31Q: 3 clusters Score -1529272 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1529297.125000 Penalty: 3087.822754
	Iteration 32Q: 3 clusters Score -1529297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1529316.375000 Penalty: 3087.822754
	Iteration 33Q: 3 clusters Score -1529316 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1529331.875000 Penalty: 3087.822754
	Iteration 34Q: 3 clusters Score -1529332 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1529340.750000 Penalty: 3087.822754
	Iteration 35Q: 3 clusters Score -1529341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1529351.250000 Penalty: 3087.822754
	Iteration 36Q: 3 clusters Score -1529351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1529356.750000 Penalty: 3087.822754
	Iteration 37Q: 3 clusters Score -1529357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1529365.750000 Penalty: 3087.822754
	Iteration 38Q: 3 clusters Score -1529366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1529373.125000 Penalty: 3087.822754
	Iteration 39Q: 3 clusters Score -1529373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1529382.125000 Penalty: 3087.822754
	Iteration 40F: 3 clusters Score -1529382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1529390.000000 Penalty: 3087.822754
	Iteration 41Q: 3 clusters Score -1529390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1529395.375000 Penalty: 3087.822754
	Iteration 42Q: 3 clusters Score -1529395 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1529402.875000 Penalty: 3087.822754
	Iteration 43Q: 3 clusters Score -1529403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1529409.000000 Penalty: 3087.822754
	Iteration 44Q: 3 clusters Score -1529409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1529407.375000 Penalty: 3087.822754
	Iteration 45Q: 3 clusters Score -1529407 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -1529414.000000 Penalty: 3087.822754
	Iteration 46Q: 3 clusters Score -1529414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1529418.625000 Penalty: 3087.822754
	Iteration 47Q: 3 clusters Score -1529419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1529422.250000 Penalty: 3087.822754
	Iteration 48Q: 3 clusters Score -1529422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1529420.500000 Penalty: 3087.822754
	Iteration 49Q: 3 clusters Score -1529420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -1529424.375000 Penalty: 3087.822754
	Iteration 50Q: 3 clusters Score -1529424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1529430.250000 Penalty: 3087.822754
	Iteration 51Q: 3 clusters Score -1529430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1529434.250000 Penalty: 3087.822754
	Iteration 52Q: 3 clusters Score -1529434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1529434.375000 Penalty: 3087.822754
	Iteration 53Q: 3 clusters Score -1529434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1529440.750000 Penalty: 3087.822754
	Iteration 54Q: 3 clusters Score -1529441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1529438.125000 Penalty: 3087.822754
	Iteration 55Q: 3 clusters Score -1529438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1529439.375000 Penalty: 3087.822754
	Iteration 56Q: 3 clusters Score -1529439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1529445.875000 Penalty: 3087.822754
	Iteration 57Q: 3 clusters Score -1529446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1529449.375000 Penalty: 3087.822754
	Iteration 58Q: 3 clusters Score -1529449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1529448.125000 Penalty: 3087.822754
	Iteration 59Q: 3 clusters Score -1529448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1529451.250000 Penalty: 3087.822754
	Iteration 60F: 3 clusters Score -1529451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1529453.625000 Penalty: 3087.822754
	Iteration 61Q: 3 clusters Score -1529454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1529462.000000 Penalty: 3087.822754
	Iteration 62Q: 3 clusters Score -1529462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1529470.750000 Penalty: 3087.822754
	Iteration 63Q: 3 clusters Score -1529471 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1529472.000000 Penalty: 3087.822754
	Iteration 64Q: 3 clusters Score -1529472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1529478.125000 Penalty: 3087.822754
	Iteration 65Q: 3 clusters Score -1529478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1529483.625000 Penalty: 3087.822754
	Iteration 66Q: 3 clusters Score -1529484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1529491.875000 Penalty: 3087.822754
	Iteration 67Q: 3 clusters Score -1529492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1529505.250000 Penalty: 3087.822754
	Iteration 68Q: 3 clusters Score -1529505 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1529522.750000 Penalty: 3087.822754
	Iteration 69Q: 3 clusters Score -1529523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1529533.875000 Penalty: 3087.822754
	Iteration 70Q: 3 clusters Score -1529534 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1529559.250000 Penalty: 3087.822754
	Iteration 71Q: 3 clusters Score -1529559 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1529581.375000 Penalty: 3087.822754
	Iteration 72Q: 3 clusters Score -1529581 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1529604.375000 Penalty: 3087.822754
	Iteration 73Q: 3 clusters Score -1529604 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1529630.875000 Penalty: 3087.822754
	Iteration 74Q: 3 clusters Score -1529631 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1529654.375000 Penalty: 3087.822754
	Iteration 75Q: 3 clusters Score -1529654 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1529684.500000 Penalty: 3087.822754
	Iteration 76Q: 3 clusters Score -1529684 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1529717.500000 Penalty: 3087.822754
	Iteration 77Q: 3 clusters Score -1529718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1529757.250000 Penalty: 3087.822754
	Iteration 78Q: 3 clusters Score -1529757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1529784.125000 Penalty: 3087.822754
	Iteration 79Q: 3 clusters Score -1529784 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1529815.875000 Penalty: 3087.822754
	Iteration 80F: 3 clusters Score -1529816 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1529847.000000 Penalty: 3087.822754
	Iteration 81Q: 3 clusters Score -1529847 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1529870.625000 Penalty: 3087.822754
	Iteration 82Q: 3 clusters Score -1529871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1529883.750000 Penalty: 3087.822754
	Iteration 83Q: 3 clusters Score -1529884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1529902.000000 Penalty: 3087.822754
	Iteration 84Q: 3 clusters Score -1529902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1529916.750000 Penalty: 3087.822754
	Iteration 85Q: 3 clusters Score -1529917 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1529921.375000 Penalty: 3087.822754
	Iteration 86Q: 3 clusters Score -1529921 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1529924.750000 Penalty: 3087.822754
	Iteration 87Q: 3 clusters Score -1529925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1529930.625000 Penalty: 3087.822754
	Iteration 88Q: 3 clusters Score -1529931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1529932.375000 Penalty: 3087.822754
	Iteration 89Q: 3 clusters Score -1529932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1529936.250000 Penalty: 3087.822754
	Iteration 90Q: 3 clusters Score -1529936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1529936.000000 Penalty: 3087.822754
	Iteration 91Q: 3 clusters Score -1529936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1529936.750000 Penalty: 3087.822754
	Iteration 92Q: 3 clusters Score -1529937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1529941.375000 Penalty: 3087.822754
	Iteration 93Q: 3 clusters Score -1529941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1529939.375000 Penalty: 3087.822754
	Iteration 94Q: 3 clusters Score -1529939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1529939.250000 Penalty: 3087.822754
	Iteration 95Q: 3 clusters Score -1529939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1529939.875000 Penalty: 3087.822754
	Iteration 96Q: 3 clusters Score -1529940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1529939.250000 Penalty: 3087.822754
	Iteration 97Q: 3 clusters Score -1529939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1529939.750000 Penalty: 3087.822754
	Iteration 98Q: 3 clusters Score -1529940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1529941.750000 Penalty: 3087.822754
	Iteration 99Q: 3 clusters Score -1529942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1529942.875000 Penalty: 3087.822754
	Iteration 100F: 3 clusters Score -1529943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1529942.625000 Penalty: 3087.822754
	Iteration 101Q: 3 clusters Score -1529943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1529942.625000 Penalty: 3087.822754
	Iteration 102F: 3 clusters Score -1529943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 8666 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26553 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5242 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7708 members 
Mstep: Class 40 contains 4707 members 
Entering Unmasked Estep 
Score: -40127120.000000 Penalty: 83189.664062
Splitting cluster 4 changes total score from -40127568.000000 to -40127120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (3993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Entering Unmasked Estep 
Score: -405655.531250 Penalty: 1347.498535
	Iteration 0F: 2 clusters Score -405655.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -402320.875000 Penalty: 2694.997070
	Iteration 0F: 3 clusters Score -402320.9 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -403394.906250 Penalty: 2694.997070
	Iteration 1F: 3 clusters Score -403394.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -403651.531250 Penalty: 2694.997070
	Iteration 2F: 3 clusters Score -403651.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -403804.500000 Penalty: 2694.997070
	Iteration 3F: 3 clusters Score -403804.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -403919.937500 Penalty: 2694.997070
	Iteration 4Q: 3 clusters Score -403919.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -404008.593750 Penalty: 2694.997070
	Iteration 5Q: 3 clusters Score -404008.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -404069.437500 Penalty: 2694.997070
	Iteration 6Q: 3 clusters Score -404069.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -404137.500000 Penalty: 2694.997070
	Iteration 7Q: 3 clusters Score -404137.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -404191.250000 Penalty: 2694.997070
	Iteration 8Q: 3 clusters Score -404191.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -404234.343750 Penalty: 2694.997070
	Iteration 9Q: 3 clusters Score -404234.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -404268.937500 Penalty: 2694.997070
	Iteration 10Q: 3 clusters Score -404268.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -404296.781250 Penalty: 2694.997070
	Iteration 11Q: 3 clusters Score -404296.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -404318.062500 Penalty: 2694.997070
	Iteration 12Q: 3 clusters Score -404318.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -404338.906250 Penalty: 2694.997070
	Iteration 13Q: 3 clusters Score -404338.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -404353.906250 Penalty: 2694.997070
	Iteration 14Q: 3 clusters Score -404353.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -404366.843750 Penalty: 2694.997070
	Iteration 15Q: 3 clusters Score -404366.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -404381.343750 Penalty: 2694.997070
	Iteration 16Q: 3 clusters Score -404381.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -404393.375000 Penalty: 2694.997070
	Iteration 17Q: 3 clusters Score -404393.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -404406.312500 Penalty: 2694.997070
	Iteration 18Q: 3 clusters Score -404406.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -404422.875000 Penalty: 2694.997070
	Iteration 19Q: 3 clusters Score -404422.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -404439.687500 Penalty: 2694.997070
	Iteration 20F: 3 clusters Score -404439.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -404463.281250 Penalty: 2694.997070
	Iteration 21Q: 3 clusters Score -404463.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -404483.343750 Penalty: 2694.997070
	Iteration 22Q: 3 clusters Score -404483.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -404501.000000 Penalty: 2694.997070
	Iteration 23Q: 3 clusters Score -404501 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -404518.531250 Penalty: 2694.997070
	Iteration 24Q: 3 clusters Score -404518.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -404534.937500 Penalty: 2694.997070
	Iteration 25Q: 3 clusters Score -404534.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -404554.500000 Penalty: 2694.997070
	Iteration 26Q: 3 clusters Score -404554.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -404566.062500 Penalty: 2694.997070
	Iteration 27Q: 3 clusters Score -404566.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -404573.968750 Penalty: 2694.997070
	Iteration 28Q: 3 clusters Score -404574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -404580.218750 Penalty: 2694.997070
	Iteration 29Q: 3 clusters Score -404580.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -404584.593750 Penalty: 2694.997070
	Iteration 30Q: 3 clusters Score -404584.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -404587.531250 Penalty: 2694.997070
	Iteration 31Q: 3 clusters Score -404587.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -404591.000000 Penalty: 2694.997070
	Iteration 32Q: 3 clusters Score -404591 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -404597.718750 Penalty: 2694.997070
	Iteration 33Q: 3 clusters Score -404597.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -404602.375000 Penalty: 2694.997070
	Iteration 34Q: 3 clusters Score -404602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404605.593750 Penalty: 2694.997070
	Iteration 35Q: 3 clusters Score -404605.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -404610.093750 Penalty: 2694.997070
	Iteration 36Q: 3 clusters Score -404610.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -404615.250000 Penalty: 2694.997070
	Iteration 37Q: 3 clusters Score -404615.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -404621.937500 Penalty: 2694.997070
	Iteration 38Q: 3 clusters Score -404621.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -404628.875000 Penalty: 2694.997070
	Iteration 39Q: 3 clusters Score -404628.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -404633.687500 Penalty: 2694.997070
	Iteration 40F: 3 clusters Score -404633.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -404635.343750 Penalty: 2694.997070
	Iteration 41Q: 3 clusters Score -404635.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -404637.156250 Penalty: 2694.997070
	Iteration 42Q: 3 clusters Score -404637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -404637.656250 Penalty: 2694.997070
	Iteration 43Q: 3 clusters Score -404637.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -404639.187500 Penalty: 2694.997070
	Iteration 44Q: 3 clusters Score -404639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -404640.468750 Penalty: 2694.997070
	Iteration 45Q: 3 clusters Score -404640.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -404640.687500 Penalty: 2694.997070
	Iteration 46Q: 3 clusters Score -404640.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -404642.031250 Penalty: 2694.997070
	Iteration 47Q: 3 clusters Score -404642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -404642.031250 Penalty: 2694.997070
	Iteration 48F: 3 clusters Score -404642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -157154.656250 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -157154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -155445.312500 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -155445.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -155757.812500 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -155757.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -155843.062500 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -155843.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -155887.203125 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -155887.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -155908.468750 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -155908.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155923.859375 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -155923.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -155931.546875 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -155931.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -155936.796875 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -155936.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -155940.250000 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -155940.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -155945.515625 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -155945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155948.265625 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -155948.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155951.234375 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -155951.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155952.281250 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -155952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -155953.953125 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -155954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155955.812500 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -155955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155957.421875 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -155957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -155959.578125 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -155959.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155962.890625 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -155962.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -155963.656250 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -155963.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -155963.656250 Penalty: 2351.810303
	Iteration 19F: 3 clusters Score -155963.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -112207.468750 Penalty: 1159.030884
	Iteration 0F: 2 clusters Score -112207.5 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 642 members 
Entering Unmasked Estep 
Score: -110631.468750 Penalty: 2318.061768
	Iteration 0F: 3 clusters Score -110631.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -111093.687500 Penalty: 2318.061768
	Iteration 1F: 3 clusters Score -111093.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -111276.828125 Penalty: 2318.061768
	Iteration 2F: 3 clusters Score -111276.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -111420.296875 Penalty: 2318.061768
	Iteration 3F: 3 clusters Score -111420.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -111518.976562 Penalty: 2318.061768
	Iteration 4Q: 3 clusters Score -111519 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -111565.257812 Penalty: 2318.061768
	Iteration 5Q: 3 clusters Score -111565.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111583.210938 Penalty: 2318.061768
	Iteration 6Q: 3 clusters Score -111583.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -111598.937500 Penalty: 2318.061768
	Iteration 7Q: 3 clusters Score -111598.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -111617.078125 Penalty: 2318.061768
	Iteration 8Q: 3 clusters Score -111617.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -111634.015625 Penalty: 2318.061768
	Iteration 9Q: 3 clusters Score -111634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -111641.070312 Penalty: 2318.061768
	Iteration 10Q: 3 clusters Score -111641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -111644.578125 Penalty: 2318.061768
	Iteration 11Q: 3 clusters Score -111644.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -111646.171875 Penalty: 2318.061768
	Iteration 12Q: 3 clusters Score -111646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -111647.960938 Penalty: 2318.061768
	Iteration 13Q: 3 clusters Score -111648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -111650.148438 Penalty: 2318.061768
	Iteration 14Q: 3 clusters Score -111650.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -111651.468750 Penalty: 2318.061768
	Iteration 15Q: 3 clusters Score -111651.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -111654.734375 Penalty: 2318.061768
	Iteration 16Q: 3 clusters Score -111654.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -111657.226562 Penalty: 2318.061768
	Iteration 17Q: 3 clusters Score -111657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -111659.968750 Penalty: 2318.061768
	Iteration 18Q: 3 clusters Score -111660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111660.445312 Penalty: 2318.061768
	Iteration 19Q: 3 clusters Score -111660.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111660.445312 Penalty: 2318.061768
	Iteration 20F: 3 clusters Score -111660.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Entering Unmasked Estep 
Score: -3058495.000000 Penalty: 1655.370972
	Iteration 0F: 2 clusters Score -3058495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3040481.500000 Penalty: 3310.741943
	Iteration 0F: 3 clusters Score -3040482 nChanged 12184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -3047166.250000 Penalty: 3310.741943
	Iteration 1F: 3 clusters Score -3047166 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -3047546.500000 Penalty: 3310.741943
	Iteration 2Q: 3 clusters Score -3047546 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3047990.750000 Penalty: 3310.741943
	Iteration 3Q: 3 clusters Score -3047991 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3048614.750000 Penalty: 3310.741943
	Iteration 4Q: 3 clusters Score -3048615 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -3049498.500000 Penalty: 3310.741943
	Iteration 5F: 3 clusters Score -3049498 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -3050615.500000 Penalty: 3310.741943
	Iteration 6F: 3 clusters Score -3050616 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -3051836.750000 Penalty: 3310.741943
	Iteration 7F: 3 clusters Score -3051837 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3053023.750000 Penalty: 3310.741943
	Iteration 8F: 3 clusters Score -3053024 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -3054009.250000 Penalty: 3310.741943
	Iteration 9F: 3 clusters Score -3054009 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -3054788.750000 Penalty: 3310.741943
	Iteration 10Q: 3 clusters Score -3054789 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3055358.250000 Penalty: 3310.741943
	Iteration 11Q: 3 clusters Score -3055358 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3055820.750000 Penalty: 3310.741943
	Iteration 12Q: 3 clusters Score -3055821 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -3056187.000000 Penalty: 3310.741943
	Iteration 13Q: 3 clusters Score -3056187 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3056511.000000 Penalty: 3310.741943
	Iteration 14Q: 3 clusters Score -3056511 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3056764.250000 Penalty: 3310.741943
	Iteration 15Q: 3 clusters Score -3056764 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3057000.750000 Penalty: 3310.741943
	Iteration 16Q: 3 clusters Score -3057001 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3057201.750000 Penalty: 3310.741943
	Iteration 17Q: 3 clusters Score -3057202 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -3057354.500000 Penalty: 3310.741943
	Iteration 18Q: 3 clusters Score -3057354 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -3057455.000000 Penalty: 3310.741943
	Iteration 19Q: 3 clusters Score -3057455 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -3057495.250000 Penalty: 3310.741943
	Iteration 20F: 3 clusters Score -3057495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -3057527.750000 Penalty: 3310.741943
	Iteration 21Q: 3 clusters Score -3057528 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3057557.500000 Penalty: 3310.741943
	Iteration 22Q: 3 clusters Score -3057558 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3057584.250000 Penalty: 3310.741943
	Iteration 23Q: 3 clusters Score -3057584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3057599.750000 Penalty: 3310.741943
	Iteration 24Q: 3 clusters Score -3057600 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3057612.500000 Penalty: 3310.741943
	Iteration 25Q: 3 clusters Score -3057612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3057618.000000 Penalty: 3310.741943
	Iteration 26Q: 3 clusters Score -3057618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3057628.250000 Penalty: 3310.741943
	Iteration 27Q: 3 clusters Score -3057628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3057627.750000 Penalty: 3310.741943
	Iteration 28Q: 3 clusters Score -3057628 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3057631.250000 Penalty: 3310.741943
	Iteration 29Q: 3 clusters Score -3057631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3057631.250000 Penalty: 3310.741943
	Iteration 30Q: 3 clusters Score -3057631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3057630.750000 Penalty: 3310.741943
	Iteration 31Q: 3 clusters Score -3057631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3057630.750000 Penalty: 3310.741943
	Iteration 32Q: 3 clusters Score -3057631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3057628.250000 Penalty: 3310.741943
	Iteration 33Q: 3 clusters Score -3057628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3057627.000000 Penalty: 3310.741943
	Iteration 34Q: 3 clusters Score -3057627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3057630.250000 Penalty: 3310.741943
	Iteration 35Q: 3 clusters Score -3057630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24954 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3057638.000000 Penalty: 3310.741943
	Iteration 36Q: 3 clusters Score -3057638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -3057635.000000 Penalty: 3310.741943
	Iteration 37Q: 3 clusters Score -3057635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3057637.250000 Penalty: 3310.741943
	Iteration 38Q: 3 clusters Score -3057637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3057636.500000 Penalty: 3310.741943
	Iteration 39Q: 3 clusters Score -3057636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3057635.250000 Penalty: 3310.741943
	Iteration 40F: 3 clusters Score -3057635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Entering Unmasked Estep 
Score: -1209657.250000 Penalty: 1506.654175
	Iteration 0F: 2 clusters Score -1209657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1202058.500000 Penalty: 3013.308350
	Iteration 0F: 3 clusters Score -1202058 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1204553.625000 Penalty: 3013.308350
	Iteration 1F: 3 clusters Score -1204554 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1204904.250000 Penalty: 3013.308350
	Iteration 2F: 3 clusters Score -1204904 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1205261.125000 Penalty: 3013.308350
	Iteration 3F: 3 clusters Score -1205261 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1205595.125000 Penalty: 3013.308350
	Iteration 4F: 3 clusters Score -1205595 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1205997.750000 Penalty: 3013.308350
	Iteration 5F: 3 clusters Score -1205998 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1206501.625000 Penalty: 3013.308350
	Iteration 6F: 3 clusters Score -1206502 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1206955.625000 Penalty: 3013.308350
	Iteration 7F: 3 clusters Score -1206956 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1207324.125000 Penalty: 3013.308350
	Iteration 8F: 3 clusters Score -1207324 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1207550.875000 Penalty: 3013.308350
	Iteration 9Q: 3 clusters Score -1207551 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1207702.250000 Penalty: 3013.308350
	Iteration 10Q: 3 clusters Score -1207702 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1207801.625000 Penalty: 3013.308350
	Iteration 11Q: 3 clusters Score -1207802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1207890.250000 Penalty: 3013.308350
	Iteration 12Q: 3 clusters Score -1207890 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1207978.000000 Penalty: 3013.308350
	Iteration 13Q: 3 clusters Score -1207978 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1208070.375000 Penalty: 3013.308350
	Iteration 14Q: 3 clusters Score -1208070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1208188.875000 Penalty: 3013.308350
	Iteration 15Q: 3 clusters Score -1208189 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1208299.250000 Penalty: 3013.308350
	Iteration 16Q: 3 clusters Score -1208299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1208364.750000 Penalty: 3013.308350
	Iteration 17Q: 3 clusters Score -1208365 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1208416.125000 Penalty: 3013.308350
	Iteration 18Q: 3 clusters Score -1208416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1208451.875000 Penalty: 3013.308350
	Iteration 19Q: 3 clusters Score -1208452 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1208479.625000 Penalty: 3013.308350
	Iteration 20F: 3 clusters Score -1208480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1208504.125000 Penalty: 3013.308350
	Iteration 21Q: 3 clusters Score -1208504 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1208515.375000 Penalty: 3013.308350
	Iteration 22Q: 3 clusters Score -1208515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1208525.250000 Penalty: 3013.308350
	Iteration 23Q: 3 clusters Score -1208525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1208536.875000 Penalty: 3013.308350
	Iteration 24Q: 3 clusters Score -1208537 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1208547.000000 Penalty: 3013.308350
	Iteration 25Q: 3 clusters Score -1208547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1208556.500000 Penalty: 3013.308350
	Iteration 26Q: 3 clusters Score -1208556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1208565.500000 Penalty: 3013.308350
	Iteration 27Q: 3 clusters Score -1208566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1208573.375000 Penalty: 3013.308350
	Iteration 28Q: 3 clusters Score -1208573 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -1208576.000000 Penalty: 3013.308350
	Iteration 29Q: 3 clusters Score -1208576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1208578.000000 Penalty: 3013.308350
	Iteration 30Q: 3 clusters Score -1208578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1208582.250000 Penalty: 3013.308350
	Iteration 31Q: 3 clusters Score -1208582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1208582.375000 Penalty: 3013.308350
	Iteration 32Q: 3 clusters Score -1208582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1208583.000000 Penalty: 3013.308350
	Iteration 33Q: 3 clusters Score -1208583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1208585.750000 Penalty: 3013.308350
	Iteration 34Q: 3 clusters Score -1208586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1208587.750000 Penalty: 3013.308350
	Iteration 35Q: 3 clusters Score -1208588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -1208591.125000 Penalty: 3013.308350
	Iteration 36Q: 3 clusters Score -1208591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1208590.625000 Penalty: 3013.308350
	Iteration 37Q: 3 clusters Score -1208591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1208594.375000 Penalty: 3013.308350
	Iteration 38Q: 3 clusters Score -1208594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1208594.750000 Penalty: 3013.308350
	Iteration 39Q: 3 clusters Score -1208595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1208594.625000 Penalty: 3013.308350
	Iteration 40F: 3 clusters Score -1208595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1208594.625000 Penalty: 3013.308350
	Iteration 41Q: 3 clusters Score -1208595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1208599.125000 Penalty: 3013.308350
	Iteration 42Q: 3 clusters Score -1208599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1208600.500000 Penalty: 3013.308350
	Iteration 43Q: 3 clusters Score -1208600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1208602.250000 Penalty: 3013.308350
	Iteration 44Q: 3 clusters Score -1208602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1208603.750000 Penalty: 3013.308350
	Iteration 45Q: 3 clusters Score -1208604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1208605.125000 Penalty: 3013.308350
	Iteration 46Q: 3 clusters Score -1208605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1208603.750000 Penalty: 3013.308350
	Iteration 47Q: 3 clusters Score -1208604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1208606.000000 Penalty: 3013.308350
	Iteration 48Q: 3 clusters Score -1208606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1208608.000000 Penalty: 3013.308350
	Iteration 49Q: 3 clusters Score -1208608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1208608.625000 Penalty: 3013.308350
	Iteration 50Q: 3 clusters Score -1208609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1208608.250000 Penalty: 3013.308350
	Iteration 51Q: 3 clusters Score -1208608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1208608.250000 Penalty: 3013.308350
	Iteration 52F: 3 clusters Score -1208608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -196397.781250 Penalty: 1219.999634
	Iteration 0F: 2 clusters Score -196397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -194444.765625 Penalty: 2439.999268
	Iteration 0F: 3 clusters Score -194444.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -194938.921875 Penalty: 2439.999268
	Iteration 1F: 3 clusters Score -194938.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -195105.671875 Penalty: 2439.999268
	Iteration 2F: 3 clusters Score -195105.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -195239.593750 Penalty: 2439.999268
	Iteration 3F: 3 clusters Score -195239.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -195354.265625 Penalty: 2439.999268
	Iteration 4F: 3 clusters Score -195354.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -195468.171875 Penalty: 2439.999268
	Iteration 5F: 3 clusters Score -195468.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -195578.515625 Penalty: 2439.999268
	Iteration 6Q: 3 clusters Score -195578.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -195652.781250 Penalty: 2439.999268
	Iteration 7Q: 3 clusters Score -195652.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -195679.093750 Penalty: 2439.999268
	Iteration 8Q: 3 clusters Score -195679.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -195695.015625 Penalty: 2439.999268
	Iteration 9Q: 3 clusters Score -195695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195700.984375 Penalty: 2439.999268
	Iteration 10Q: 3 clusters Score -195701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -195707.312500 Penalty: 2439.999268
	Iteration 11Q: 3 clusters Score -195707.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -195713.640625 Penalty: 2439.999268
	Iteration 12Q: 3 clusters Score -195713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -195719.953125 Penalty: 2439.999268
	Iteration 13Q: 3 clusters Score -195720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -195722.125000 Penalty: 2439.999268
	Iteration 14Q: 3 clusters Score -195722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195721.875000 Penalty: 2439.999268
	Iteration 15Q: 3 clusters Score -195721.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -195721.875000 Penalty: 2439.999268
	Iteration 16F: 3 clusters Score -195721.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -248453.671875 Penalty: 1254.719116
	Iteration 0F: 2 clusters Score -248453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -246212.218750 Penalty: 2509.438232
	Iteration 0F: 3 clusters Score -246212.2 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -246797.453125 Penalty: 2509.438232
	Iteration 1F: 3 clusters Score -246797.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -246933.718750 Penalty: 2509.438232
	Iteration 2F: 3 clusters Score -246933.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -247026.421875 Penalty: 2509.438232
	Iteration 3F: 3 clusters Score -247026.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -247114.078125 Penalty: 2509.438232
	Iteration 4Q: 3 clusters Score -247114.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247193.750000 Penalty: 2509.438232
	Iteration 5Q: 3 clusters Score -247193.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -247274.062500 Penalty: 2509.438232
	Iteration 6Q: 3 clusters Score -247274.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -247352.250000 Penalty: 2509.438232
	Iteration 7Q: 3 clusters Score -247352.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -247432.437500 Penalty: 2509.438232
	Iteration 8Q: 3 clusters Score -247432.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -247500.093750 Penalty: 2509.438232
	Iteration 9Q: 3 clusters Score -247500.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -247579.109375 Penalty: 2509.438232
	Iteration 10Q: 3 clusters Score -247579.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -247633.328125 Penalty: 2509.438232
	Iteration 11Q: 3 clusters Score -247633.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -247667.218750 Penalty: 2509.438232
	Iteration 12Q: 3 clusters Score -247667.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -247702.031250 Penalty: 2509.438232
	Iteration 13Q: 3 clusters Score -247702 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -247723.296875 Penalty: 2509.438232
	Iteration 14Q: 3 clusters Score -247723.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -247742.437500 Penalty: 2509.438232
	Iteration 15Q: 3 clusters Score -247742.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -247760.109375 Penalty: 2509.438232
	Iteration 16Q: 3 clusters Score -247760.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -247774.609375 Penalty: 2509.438232
	Iteration 17Q: 3 clusters Score -247774.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -247792.296875 Penalty: 2509.438232
	Iteration 18Q: 3 clusters Score -247792.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -247802.234375 Penalty: 2509.438232
	Iteration 19Q: 3 clusters Score -247802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -247809.453125 Penalty: 2509.438232
	Iteration 20F: 3 clusters Score -247809.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -247818.625000 Penalty: 2509.438232
	Iteration 21Q: 3 clusters Score -247818.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -247824.187500 Penalty: 2509.438232
	Iteration 22Q: 3 clusters Score -247824.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247830.765625 Penalty: 2509.438232
	Iteration 23Q: 3 clusters Score -247830.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -247834.812500 Penalty: 2509.438232
	Iteration 24Q: 3 clusters Score -247834.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247837.781250 Penalty: 2509.438232
	Iteration 25Q: 3 clusters Score -247837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -247838.187500 Penalty: 2509.438232
	Iteration 26Q: 3 clusters Score -247838.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247838.781250 Penalty: 2509.438232
	Iteration 27Q: 3 clusters Score -247838.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247838.781250 Penalty: 2509.438232
	Iteration 28F: 3 clusters Score -247838.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Entering Unmasked Estep 
Score: -717141.500000 Penalty: 1420.122559
	Iteration 0F: 2 clusters Score -717141.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -712381.312500 Penalty: 2840.245117
	Iteration 0F: 3 clusters Score -712381.3 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -713781.250000 Penalty: 2840.245117
	Iteration 1F: 3 clusters Score -713781.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -713993.125000 Penalty: 2840.245117
	Iteration 2F: 3 clusters Score -713993.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -714159.937500 Penalty: 2840.245117
	Iteration 3F: 3 clusters Score -714159.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -714281.562500 Penalty: 2840.245117
	Iteration 4Q: 3 clusters Score -714281.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -714395.375000 Penalty: 2840.245117
	Iteration 5Q: 3 clusters Score -714395.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -714485.187500 Penalty: 2840.245117
	Iteration 6Q: 3 clusters Score -714485.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -714561.062500 Penalty: 2840.245117
	Iteration 7Q: 3 clusters Score -714561.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -714609.750000 Penalty: 2840.245117
	Iteration 8Q: 3 clusters Score -714609.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -714661.187500 Penalty: 2840.245117
	Iteration 9Q: 3 clusters Score -714661.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -714699.625000 Penalty: 2840.245117
	Iteration 10Q: 3 clusters Score -714699.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -714744.312500 Penalty: 2840.245117
	Iteration 11Q: 3 clusters Score -714744.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -714786.937500 Penalty: 2840.245117
	Iteration 12Q: 3 clusters Score -714786.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -714838.000000 Penalty: 2840.245117
	Iteration 13Q: 3 clusters Score -714838 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -714892.937500 Penalty: 2840.245117
	Iteration 14Q: 3 clusters Score -714892.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -714943.687500 Penalty: 2840.245117
	Iteration 15Q: 3 clusters Score -714943.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -714991.812500 Penalty: 2840.245117
	Iteration 16Q: 3 clusters Score -714991.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -715041.750000 Penalty: 2840.245117
	Iteration 17Q: 3 clusters Score -715041.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -715101.250000 Penalty: 2840.245117
	Iteration 18Q: 3 clusters Score -715101.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -715167.562500 Penalty: 2840.245117
	Iteration 19Q: 3 clusters Score -715167.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -715244.437500 Penalty: 2840.245117
	Iteration 20F: 3 clusters Score -715244.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -715325.312500 Penalty: 2840.245117
	Iteration 21Q: 3 clusters Score -715325.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -715401.187500 Penalty: 2840.245117
	Iteration 22Q: 3 clusters Score -715401.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -715486.687500 Penalty: 2840.245117
	Iteration 23Q: 3 clusters Score -715486.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -715563.437500 Penalty: 2840.245117
	Iteration 24Q: 3 clusters Score -715563.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -715615.375000 Penalty: 2840.245117
	Iteration 25Q: 3 clusters Score -715615.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -715665.562500 Penalty: 2840.245117
	Iteration 26Q: 3 clusters Score -715665.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -715720.562500 Penalty: 2840.245117
	Iteration 27Q: 3 clusters Score -715720.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -715767.062500 Penalty: 2840.245117
	Iteration 28Q: 3 clusters Score -715767.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -715815.437500 Penalty: 2840.245117
	Iteration 29Q: 3 clusters Score -715815.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -715849.062500 Penalty: 2840.245117
	Iteration 30Q: 3 clusters Score -715849.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -715875.562500 Penalty: 2840.245117
	Iteration 31Q: 3 clusters Score -715875.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -715897.937500 Penalty: 2840.245117
	Iteration 32Q: 3 clusters Score -715897.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -715912.562500 Penalty: 2840.245117
	Iteration 33Q: 3 clusters Score -715912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -715923.625000 Penalty: 2840.245117
	Iteration 34Q: 3 clusters Score -715923.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -715927.687500 Penalty: 2840.245117
	Iteration 35Q: 3 clusters Score -715927.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -715930.437500 Penalty: 2840.245117
	Iteration 36Q: 3 clusters Score -715930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -715933.625000 Penalty: 2840.245117
	Iteration 37Q: 3 clusters Score -715933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -715935.687500 Penalty: 2840.245117
	Iteration 38Q: 3 clusters Score -715935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -715938.250000 Penalty: 2840.245117
	Iteration 39Q: 3 clusters Score -715938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -715940.125000 Penalty: 2840.245117
	Iteration 40F: 3 clusters Score -715940.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -715945.812500 Penalty: 2840.245117
	Iteration 41Q: 3 clusters Score -715945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -715947.312500 Penalty: 2840.245117
	Iteration 42Q: 3 clusters Score -715947.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -715950.687500 Penalty: 2840.245117
	Iteration 43Q: 3 clusters Score -715950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -715950.687500 Penalty: 2840.245117
	Iteration 44F: 3 clusters Score -715950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -412599.718750 Penalty: 1331.067749
	Iteration 0F: 2 clusters Score -412599.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -409515.281250 Penalty: 2662.135498
	Iteration 0F: 3 clusters Score -409515.3 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -410302.593750 Penalty: 2662.135498
	Iteration 1F: 3 clusters Score -410302.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -410475.937500 Penalty: 2662.135498
	Iteration 2F: 3 clusters Score -410475.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -410607.250000 Penalty: 2662.135498
	Iteration 3F: 3 clusters Score -410607.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -410699.906250 Penalty: 2662.135498
	Iteration 4Q: 3 clusters Score -410699.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -410770.250000 Penalty: 2662.135498
	Iteration 5Q: 3 clusters Score -410770.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -410842.281250 Penalty: 2662.135498
	Iteration 6Q: 3 clusters Score -410842.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -410898.062500 Penalty: 2662.135498
	Iteration 7Q: 3 clusters Score -410898.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -410946.062500 Penalty: 2662.135498
	Iteration 8Q: 3 clusters Score -410946.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -410981.593750 Penalty: 2662.135498
	Iteration 9Q: 3 clusters Score -410981.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -411009.250000 Penalty: 2662.135498
	Iteration 10Q: 3 clusters Score -411009.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -411036.781250 Penalty: 2662.135498
	Iteration 11Q: 3 clusters Score -411036.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -411065.375000 Penalty: 2662.135498
	Iteration 12Q: 3 clusters Score -411065.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -411088.250000 Penalty: 2662.135498
	Iteration 13Q: 3 clusters Score -411088.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -411113.312500 Penalty: 2662.135498
	Iteration 14Q: 3 clusters Score -411113.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -411134.062500 Penalty: 2662.135498
	Iteration 15Q: 3 clusters Score -411134.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -411157.031250 Penalty: 2662.135498
	Iteration 16Q: 3 clusters Score -411157 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -411185.343750 Penalty: 2662.135498
	Iteration 17Q: 3 clusters Score -411185.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -411214.812500 Penalty: 2662.135498
	Iteration 18Q: 3 clusters Score -411214.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -411247.812500 Penalty: 2662.135498
	Iteration 19Q: 3 clusters Score -411247.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411274.000000 Penalty: 2662.135498
	Iteration 20F: 3 clusters Score -411274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -411299.281250 Penalty: 2662.135498
	Iteration 21Q: 3 clusters Score -411299.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -411323.906250 Penalty: 2662.135498
	Iteration 22Q: 3 clusters Score -411323.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -411345.843750 Penalty: 2662.135498
	Iteration 23Q: 3 clusters Score -411345.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -411359.156250 Penalty: 2662.135498
	Iteration 24Q: 3 clusters Score -411359.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -411371.562500 Penalty: 2662.135498
	Iteration 25Q: 3 clusters Score -411371.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -411380.625000 Penalty: 2662.135498
	Iteration 26Q: 3 clusters Score -411380.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -411386.375000 Penalty: 2662.135498
	Iteration 27Q: 3 clusters Score -411386.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -411388.406250 Penalty: 2662.135498
	Iteration 28Q: 3 clusters Score -411388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -411388.656250 Penalty: 2662.135498
	Iteration 29Q: 3 clusters Score -411388.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -411390.312500 Penalty: 2662.135498
	Iteration 30Q: 3 clusters Score -411390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -411389.843750 Penalty: 2662.135498
	Iteration 31Q: 3 clusters Score -411389.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -411389.843750 Penalty: 2662.135498
	Iteration 32F: 3 clusters Score -411389.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Entering Unmasked Estep 
Score: -2400172.250000 Penalty: 1617.074707
	Iteration 0F: 2 clusters Score -2400172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2385962.500000 Penalty: 3234.149414
	Iteration 0F: 3 clusters Score -2385962 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2391182.000000 Penalty: 3234.149414
	Iteration 1F: 3 clusters Score -2391182 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2391608.500000 Penalty: 3234.149414
	Iteration 2F: 3 clusters Score -2391608 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2392071.000000 Penalty: 3234.149414
	Iteration 3F: 3 clusters Score -2392071 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2392710.000000 Penalty: 3234.149414
	Iteration 4F: 3 clusters Score -2392710 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2393634.500000 Penalty: 3234.149414
	Iteration 5F: 3 clusters Score -2393634 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2394921.250000 Penalty: 3234.149414
	Iteration 6F: 3 clusters Score -2394921 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2396247.000000 Penalty: 3234.149414
	Iteration 7F: 3 clusters Score -2396247 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -2397309.750000 Penalty: 3234.149414
	Iteration 8F: 3 clusters Score -2397310 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 20041 members 
Entering Unmasked Estep 
Score: -2397996.750000 Penalty: 3234.149414
	Iteration 9Q: 3 clusters Score -2397997 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2398354.500000 Penalty: 3234.149414
	Iteration 10Q: 3 clusters Score -2398354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2398528.750000 Penalty: 3234.149414
	Iteration 11Q: 3 clusters Score -2398529 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -2398616.750000 Penalty: 3234.149414
	Iteration 12Q: 3 clusters Score -2398617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2398663.250000 Penalty: 3234.149414
	Iteration 13Q: 3 clusters Score -2398663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2398683.500000 Penalty: 3234.149414
	Iteration 14Q: 3 clusters Score -2398684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2398703.250000 Penalty: 3234.149414
	Iteration 15Q: 3 clusters Score -2398703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2398709.500000 Penalty: 3234.149414
	Iteration 16Q: 3 clusters Score -2398710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2398721.250000 Penalty: 3234.149414
	Iteration 17Q: 3 clusters Score -2398721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2398728.000000 Penalty: 3234.149414
	Iteration 18Q: 3 clusters Score -2398728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2398740.500000 Penalty: 3234.149414
	Iteration 19Q: 3 clusters Score -2398740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2398746.250000 Penalty: 3234.149414
	Iteration 20F: 3 clusters Score -2398746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -2398754.500000 Penalty: 3234.149414
	Iteration 21Q: 3 clusters Score -2398754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2398762.250000 Penalty: 3234.149414
	Iteration 22Q: 3 clusters Score -2398762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2398768.000000 Penalty: 3234.149414
	Iteration 23Q: 3 clusters Score -2398768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2398770.750000 Penalty: 3234.149414
	Iteration 24Q: 3 clusters Score -2398771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2398771.750000 Penalty: 3234.149414
	Iteration 25Q: 3 clusters Score -2398772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2398774.000000 Penalty: 3234.149414
	Iteration 26Q: 3 clusters Score -2398774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2398775.250000 Penalty: 3234.149414
	Iteration 27Q: 3 clusters Score -2398775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -2398777.250000 Penalty: 3234.149414
	Iteration 28Q: 3 clusters Score -2398777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -2398778.500000 Penalty: 3234.149414
	Iteration 29Q: 3 clusters Score -2398778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2398779.000000 Penalty: 3234.149414
	Iteration 30Q: 3 clusters Score -2398779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2398778.500000 Penalty: 3234.149414
	Iteration 31Q: 3 clusters Score -2398778 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2398778.500000 Penalty: 3234.149414
	Iteration 32F: 3 clusters Score -2398778 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Entering Unmasked Estep 
Score: -1851568.000000 Penalty: 1574.632568
	Iteration 0F: 2 clusters Score -1851568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1840354.875000 Penalty: 3149.265137
	Iteration 0F: 3 clusters Score -1840355 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1844388.375000 Penalty: 3149.265137
	Iteration 1F: 3 clusters Score -1844388 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1844851.875000 Penalty: 3149.265137
	Iteration 2F: 3 clusters Score -1844852 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1845328.625000 Penalty: 3149.265137
	Iteration 3F: 3 clusters Score -1845329 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1845858.250000 Penalty: 3149.265137
	Iteration 4F: 3 clusters Score -1845858 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1846461.750000 Penalty: 3149.265137
	Iteration 5F: 3 clusters Score -1846462 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1847126.375000 Penalty: 3149.265137
	Iteration 6F: 3 clusters Score -1847126 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1847723.875000 Penalty: 3149.265137
	Iteration 7F: 3 clusters Score -1847724 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1848211.000000 Penalty: 3149.265137
	Iteration 8F: 3 clusters Score -1848211 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1848608.750000 Penalty: 3149.265137
	Iteration 9Q: 3 clusters Score -1848609 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1848865.500000 Penalty: 3149.265137
	Iteration 10Q: 3 clusters Score -1848866 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1849012.875000 Penalty: 3149.265137
	Iteration 11Q: 3 clusters Score -1849013 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1849116.250000 Penalty: 3149.265137
	Iteration 12Q: 3 clusters Score -1849116 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1849217.500000 Penalty: 3149.265137
	Iteration 13Q: 3 clusters Score -1849218 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1849300.625000 Penalty: 3149.265137
	Iteration 14Q: 3 clusters Score -1849301 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1849387.000000 Penalty: 3149.265137
	Iteration 15Q: 3 clusters Score -1849387 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1849462.750000 Penalty: 3149.265137
	Iteration 16Q: 3 clusters Score -1849463 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1849526.875000 Penalty: 3149.265137
	Iteration 17Q: 3 clusters Score -1849527 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1849601.625000 Penalty: 3149.265137
	Iteration 18Q: 3 clusters Score -1849602 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1849675.125000 Penalty: 3149.265137
	Iteration 19Q: 3 clusters Score -1849675 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1849757.500000 Penalty: 3149.265137
	Iteration 20F: 3 clusters Score -1849758 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1849847.625000 Penalty: 3149.265137
	Iteration 21Q: 3 clusters Score -1849848 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1849939.000000 Penalty: 3149.265137
	Iteration 22Q: 3 clusters Score -1849939 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1850064.375000 Penalty: 3149.265137
	Iteration 23Q: 3 clusters Score -1850064 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1850188.625000 Penalty: 3149.265137
	Iteration 24Q: 3 clusters Score -1850189 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1850307.625000 Penalty: 3149.265137
	Iteration 25Q: 3 clusters Score -1850308 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1850433.125000 Penalty: 3149.265137
	Iteration 26Q: 3 clusters Score -1850433 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1850492.375000 Penalty: 3149.265137
	Iteration 27Q: 3 clusters Score -1850492 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1850532.375000 Penalty: 3149.265137
	Iteration 28Q: 3 clusters Score -1850532 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1850564.875000 Penalty: 3149.265137
	Iteration 29Q: 3 clusters Score -1850565 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1850585.500000 Penalty: 3149.265137
	Iteration 30Q: 3 clusters Score -1850586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1850599.875000 Penalty: 3149.265137
	Iteration 31Q: 3 clusters Score -1850600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -1850617.875000 Penalty: 3149.265137
	Iteration 32Q: 3 clusters Score -1850618 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1850624.125000 Penalty: 3149.265137
	Iteration 33Q: 3 clusters Score -1850624 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1850633.125000 Penalty: 3149.265137
	Iteration 34Q: 3 clusters Score -1850633 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1850636.875000 Penalty: 3149.265137
	Iteration 35Q: 3 clusters Score -1850637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1850646.750000 Penalty: 3149.265137
	Iteration 36Q: 3 clusters Score -1850647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1850654.125000 Penalty: 3149.265137
	Iteration 37Q: 3 clusters Score -1850654 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1850661.125000 Penalty: 3149.265137
	Iteration 38Q: 3 clusters Score -1850661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1850664.375000 Penalty: 3149.265137
	Iteration 39Q: 3 clusters Score -1850664 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1850668.250000 Penalty: 3149.265137
	Iteration 40F: 3 clusters Score -1850668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1850667.875000 Penalty: 3149.265137
	Iteration 41Q: 3 clusters Score -1850668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1850667.250000 Penalty: 3149.265137
	Iteration 42Q: 3 clusters Score -1850667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1850668.500000 Penalty: 3149.265137
	Iteration 43Q: 3 clusters Score -1850668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1850668.375000 Penalty: 3149.265137
	Iteration 44Q: 3 clusters Score -1850668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1850668.250000 Penalty: 3149.265137
	Iteration 45Q: 3 clusters Score -1850668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1850670.875000 Penalty: 3149.265137
	Iteration 46Q: 3 clusters Score -1850671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1850678.375000 Penalty: 3149.265137
	Iteration 47Q: 3 clusters Score -1850678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1850678.000000 Penalty: 3149.265137
	Iteration 48Q: 3 clusters Score -1850678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1850682.500000 Penalty: 3149.265137
	Iteration 49Q: 3 clusters Score -1850682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1850683.625000 Penalty: 3149.265137
	Iteration 50Q: 3 clusters Score -1850684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1850686.000000 Penalty: 3149.265137
	Iteration 51Q: 3 clusters Score -1850686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1850687.125000 Penalty: 3149.265137
	Iteration 52Q: 3 clusters Score -1850687 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1850684.250000 Penalty: 3149.265137
	Iteration 53Q: 3 clusters Score -1850684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1850686.875000 Penalty: 3149.265137
	Iteration 54Q: 3 clusters Score -1850687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1850686.750000 Penalty: 3149.265137
	Iteration 55Q: 3 clusters Score -1850687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1850691.125000 Penalty: 3149.265137
	Iteration 56Q: 3 clusters Score -1850691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1850692.625000 Penalty: 3149.265137
	Iteration 57Q: 3 clusters Score -1850693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1850693.500000 Penalty: 3149.265137
	Iteration 58Q: 3 clusters Score -1850694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1850692.625000 Penalty: 3149.265137
	Iteration 59Q: 3 clusters Score -1850693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1850693.875000 Penalty: 3149.265137
	Iteration 60F: 3 clusters Score -1850694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1850698.250000 Penalty: 3149.265137
	Iteration 61Q: 3 clusters Score -1850698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1850699.000000 Penalty: 3149.265137
	Iteration 62Q: 3 clusters Score -1850699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1850700.500000 Penalty: 3149.265137
	Iteration 63Q: 3 clusters Score -1850700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1850698.875000 Penalty: 3149.265137
	Iteration 64Q: 3 clusters Score -1850699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1850701.750000 Penalty: 3149.265137
	Iteration 65Q: 3 clusters Score -1850702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1850707.000000 Penalty: 3149.265137
	Iteration 66Q: 3 clusters Score -1850707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1850715.125000 Penalty: 3149.265137
	Iteration 67Q: 3 clusters Score -1850715 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1850718.625000 Penalty: 3149.265137
	Iteration 68Q: 3 clusters Score -1850719 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1850713.125000 Penalty: 3149.265137
	Iteration 69Q: 3 clusters Score -1850713 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1850719.000000 Penalty: 3149.265137
	Iteration 70Q: 3 clusters Score -1850719 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1850728.875000 Penalty: 3149.265137
	Iteration 71Q: 3 clusters Score -1850729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1850733.000000 Penalty: 3149.265137
	Iteration 72Q: 3 clusters Score -1850733 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1850748.000000 Penalty: 3149.265137
	Iteration 73Q: 3 clusters Score -1850748 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1850766.750000 Penalty: 3149.265137
	Iteration 74Q: 3 clusters Score -1850767 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1850783.125000 Penalty: 3149.265137
	Iteration 75Q: 3 clusters Score -1850783 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1850797.750000 Penalty: 3149.265137
	Iteration 76Q: 3 clusters Score -1850798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1850827.125000 Penalty: 3149.265137
	Iteration 77Q: 3 clusters Score -1850827 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1850868.125000 Penalty: 3149.265137
	Iteration 78Q: 3 clusters Score -1850868 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1850903.125000 Penalty: 3149.265137
	Iteration 79Q: 3 clusters Score -1850903 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1850929.375000 Penalty: 3149.265137
	Iteration 80F: 3 clusters Score -1850929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1850939.125000 Penalty: 3149.265137
	Iteration 81Q: 3 clusters Score -1850939 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1850951.625000 Penalty: 3149.265137
	Iteration 82Q: 3 clusters Score -1850952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1850959.375000 Penalty: 3149.265137
	Iteration 83Q: 3 clusters Score -1850959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1850968.000000 Penalty: 3149.265137
	Iteration 84Q: 3 clusters Score -1850968 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1850976.000000 Penalty: 3149.265137
	Iteration 85Q: 3 clusters Score -1850976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1850986.750000 Penalty: 3149.265137
	Iteration 86Q: 3 clusters Score -1850987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1850993.875000 Penalty: 3149.265137
	Iteration 87Q: 3 clusters Score -1850994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1850995.125000 Penalty: 3149.265137
	Iteration 88Q: 3 clusters Score -1850995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1850991.000000 Penalty: 3149.265137
	Iteration 89Q: 3 clusters Score -1850991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1850993.500000 Penalty: 3149.265137
	Iteration 90Q: 3 clusters Score -1850994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -1850994.375000 Penalty: 3149.265137
	Iteration 91Q: 3 clusters Score -1850994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1850995.250000 Penalty: 3149.265137
	Iteration 92Q: 3 clusters Score -1850995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -1850995.375000 Penalty: 3149.265137
	Iteration 93Q: 3 clusters Score -1850995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1850997.000000 Penalty: 3149.265137
	Iteration 94Q: 3 clusters Score -1850997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1850996.125000 Penalty: 3149.265137
	Iteration 95Q: 3 clusters Score -1850996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1850994.625000 Penalty: 3149.265137
	Iteration 96Q: 3 clusters Score -1850995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1850994.625000 Penalty: 3149.265137
	Iteration 97F: 3 clusters Score -1850995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -174424.515625 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -174424.5 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 806 members 
Entering Unmasked Estep 
Score: -172590.687500 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -172590.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -172891.234375 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -172891.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -172969.453125 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -172969.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -173025.046875 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -173025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -173082.968750 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -173083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -173120.453125 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -173120.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -173150.875000 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -173150.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -173177.421875 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -173177.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173199.390625 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -173199.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -173211.453125 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -173211.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -173228.234375 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -173228.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173248.718750 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -173248.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173267.875000 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -173267.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -173284.906250 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -173284.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -173306.015625 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -173306 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -173322.453125 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -173322.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -173328.453125 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -173328.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -173333.921875 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -173333.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -173343.109375 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -173343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -173350.390625 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -173350.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -173359.750000 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -173359.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -173370.046875 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -173370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -173385.078125 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -173385.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -173400.984375 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -173401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -173416.156250 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -173416.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -173428.203125 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -173428.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -173441.843750 Penalty: 2392.859619
	Iteration 26Q: 3 clusters Score -173441.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -173453.609375 Penalty: 2392.859619
	Iteration 27Q: 3 clusters Score -173453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -173463.203125 Penalty: 2392.859619
	Iteration 28Q: 3 clusters Score -173463.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173477.390625 Penalty: 2392.859619
	Iteration 29Q: 3 clusters Score -173477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173485.171875 Penalty: 2392.859619
	Iteration 30Q: 3 clusters Score -173485.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -173490.734375 Penalty: 2392.859619
	Iteration 31Q: 3 clusters Score -173490.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173497.078125 Penalty: 2392.859619
	Iteration 32Q: 3 clusters Score -173497.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -173500.640625 Penalty: 2392.859619
	Iteration 33Q: 3 clusters Score -173500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173505.812500 Penalty: 2392.859619
	Iteration 34Q: 3 clusters Score -173505.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173508.359375 Penalty: 2392.859619
	Iteration 35Q: 3 clusters Score -173508.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173511.593750 Penalty: 2392.859619
	Iteration 36Q: 3 clusters Score -173511.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -173514.640625 Penalty: 2392.859619
	Iteration 37Q: 3 clusters Score -173514.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -173517.281250 Penalty: 2392.859619
	Iteration 38Q: 3 clusters Score -173517.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -173520.828125 Penalty: 2392.859619
	Iteration 39Q: 3 clusters Score -173520.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173524.109375 Penalty: 2392.859619
	Iteration 40F: 3 clusters Score -173524.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173526.687500 Penalty: 2392.859619
	Iteration 41Q: 3 clusters Score -173526.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -173530.656250 Penalty: 2392.859619
	Iteration 42Q: 3 clusters Score -173530.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -173537.156250 Penalty: 2392.859619
	Iteration 43Q: 3 clusters Score -173537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -173542.546875 Penalty: 2392.859619
	Iteration 44Q: 3 clusters Score -173542.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -173549.953125 Penalty: 2392.859619
	Iteration 45Q: 3 clusters Score -173550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173556.156250 Penalty: 2392.859619
	Iteration 46Q: 3 clusters Score -173556.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173561.437500 Penalty: 2392.859619
	Iteration 47Q: 3 clusters Score -173561.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -173567.234375 Penalty: 2392.859619
	Iteration 48Q: 3 clusters Score -173567.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -173572.609375 Penalty: 2392.859619
	Iteration 49Q: 3 clusters Score -173572.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -173576.031250 Penalty: 2392.859619
	Iteration 50Q: 3 clusters Score -173576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -173579.187500 Penalty: 2392.859619
	Iteration 51Q: 3 clusters Score -173579.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -173582.031250 Penalty: 2392.859619
	Iteration 52Q: 3 clusters Score -173582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173586.031250 Penalty: 2392.859619
	Iteration 53Q: 3 clusters Score -173586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173589.218750 Penalty: 2392.859619
	Iteration 54Q: 3 clusters Score -173589.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -173591.968750 Penalty: 2392.859619
	Iteration 55Q: 3 clusters Score -173592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173596.578125 Penalty: 2392.859619
	Iteration 56Q: 3 clusters Score -173596.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -173600.343750 Penalty: 2392.859619
	Iteration 57Q: 3 clusters Score -173600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -173606.812500 Penalty: 2392.859619
	Iteration 58Q: 3 clusters Score -173606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173615.437500 Penalty: 2392.859619
	Iteration 59Q: 3 clusters Score -173615.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -173619.203125 Penalty: 2392.859619
	Iteration 60F: 3 clusters Score -173619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -173622.421875 Penalty: 2392.859619
	Iteration 61Q: 3 clusters Score -173622.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -173624.671875 Penalty: 2392.859619
	Iteration 62Q: 3 clusters Score -173624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -173625.109375 Penalty: 2392.859619
	Iteration 63Q: 3 clusters Score -173625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -173626.140625 Penalty: 2392.859619
	Iteration 64Q: 3 clusters Score -173626.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -173626.140625 Penalty: 2392.859619
	Iteration 65F: 3 clusters Score -173626.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -144793.515625 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -144793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143166.921875 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -143166.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -143477.125000 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -143477.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -143540.859375 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -143540.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143580.593750 Penalty: 2326.010742
	Iteration 3Q: 3 clusters Score -143580.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143609.359375 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -143609.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -143634.468750 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -143634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143648.265625 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -143648.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143656.984375 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -143657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -143667.078125 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -143667.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -143671.187500 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -143671.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143672.968750 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -143673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -143673.937500 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -143673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143676.906250 Penalty: 2326.010742
	Iteration 12Q: 3 clusters Score -143676.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143678.562500 Penalty: 2326.010742
	Iteration 13Q: 3 clusters Score -143678.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -143679.890625 Penalty: 2326.010742
	Iteration 14Q: 3 clusters Score -143679.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143680.859375 Penalty: 2326.010742
	Iteration 15Q: 3 clusters Score -143680.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -143682.156250 Penalty: 2326.010742
	Iteration 16Q: 3 clusters Score -143682.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143683.484375 Penalty: 2326.010742
	Iteration 17Q: 3 clusters Score -143683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -143683.484375 Penalty: 2326.010742
	Iteration 18F: 3 clusters Score -143683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Entering Unmasked Estep 
Score: -493720.250000 Penalty: 1361.264282
	Iteration 0F: 2 clusters Score -493720.2 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 2144 members 
Entering Unmasked Estep 
Score: -490129.187500 Penalty: 2722.528564
	Iteration 0F: 3 clusters Score -490129.2 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -491085.531250 Penalty: 2722.528564
	Iteration 1F: 3 clusters Score -491085.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -491273.000000 Penalty: 2722.528564
	Iteration 2F: 3 clusters Score -491273 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -491441.406250 Penalty: 2722.528564
	Iteration 3F: 3 clusters Score -491441.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -491610.625000 Penalty: 2722.528564
	Iteration 4F: 3 clusters Score -491610.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -491756.312500 Penalty: 2722.528564
	Iteration 5F: 3 clusters Score -491756.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -491866.750000 Penalty: 2722.528564
	Iteration 6Q: 3 clusters Score -491866.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -491963.781250 Penalty: 2722.528564
	Iteration 7Q: 3 clusters Score -491963.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -492068.062500 Penalty: 2722.528564
	Iteration 8Q: 3 clusters Score -492068.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -492174.625000 Penalty: 2722.528564
	Iteration 9Q: 3 clusters Score -492174.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -492243.437500 Penalty: 2722.528564
	Iteration 10Q: 3 clusters Score -492243.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -492302.812500 Penalty: 2722.528564
	Iteration 11Q: 3 clusters Score -492302.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -492351.062500 Penalty: 2722.528564
	Iteration 12Q: 3 clusters Score -492351.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -492383.312500 Penalty: 2722.528564
	Iteration 13Q: 3 clusters Score -492383.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -492413.093750 Penalty: 2722.528564
	Iteration 14Q: 3 clusters Score -492413.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -492435.656250 Penalty: 2722.528564
	Iteration 15Q: 3 clusters Score -492435.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -492455.281250 Penalty: 2722.528564
	Iteration 16Q: 3 clusters Score -492455.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -492468.875000 Penalty: 2722.528564
	Iteration 17Q: 3 clusters Score -492468.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -492484.218750 Penalty: 2722.528564
	Iteration 18Q: 3 clusters Score -492484.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -492495.968750 Penalty: 2722.528564
	Iteration 19Q: 3 clusters Score -492496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -492518.125000 Penalty: 2722.528564
	Iteration 20F: 3 clusters Score -492518.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -492533.343750 Penalty: 2722.528564
	Iteration 21Q: 3 clusters Score -492533.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -492550.687500 Penalty: 2722.528564
	Iteration 22Q: 3 clusters Score -492550.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -492563.968750 Penalty: 2722.528564
	Iteration 23Q: 3 clusters Score -492564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -492573.000000 Penalty: 2722.528564
	Iteration 24Q: 3 clusters Score -492573 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -492580.375000 Penalty: 2722.528564
	Iteration 25Q: 3 clusters Score -492580.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -492588.281250 Penalty: 2722.528564
	Iteration 26Q: 3 clusters Score -492588.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -492597.031250 Penalty: 2722.528564
	Iteration 27Q: 3 clusters Score -492597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -492602.281250 Penalty: 2722.528564
	Iteration 28Q: 3 clusters Score -492602.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -492609.375000 Penalty: 2722.528564
	Iteration 29Q: 3 clusters Score -492609.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -492615.031250 Penalty: 2722.528564
	Iteration 30Q: 3 clusters Score -492615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -492621.812500 Penalty: 2722.528564
	Iteration 31Q: 3 clusters Score -492621.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -492624.875000 Penalty: 2722.528564
	Iteration 32Q: 3 clusters Score -492624.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -492629.375000 Penalty: 2722.528564
	Iteration 33Q: 3 clusters Score -492629.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -492632.562500 Penalty: 2722.528564
	Iteration 34Q: 3 clusters Score -492632.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -492636.625000 Penalty: 2722.528564
	Iteration 35Q: 3 clusters Score -492636.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -492638.906250 Penalty: 2722.528564
	Iteration 36Q: 3 clusters Score -492638.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -492642.093750 Penalty: 2722.528564
	Iteration 37Q: 3 clusters Score -492642.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -492646.500000 Penalty: 2722.528564
	Iteration 38Q: 3 clusters Score -492646.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -492647.406250 Penalty: 2722.528564
	Iteration 39Q: 3 clusters Score -492647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -492647.593750 Penalty: 2722.528564
	Iteration 40F: 3 clusters Score -492647.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -492648.093750 Penalty: 2722.528564
	Iteration 41Q: 3 clusters Score -492648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -492648.625000 Penalty: 2722.528564
	Iteration 42Q: 3 clusters Score -492648.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -492648.625000 Penalty: 2722.528564
	Iteration 43F: 3 clusters Score -492648.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -526799.875000 Penalty: 1368.325073
	Iteration 0F: 2 clusters Score -526799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -523129.656250 Penalty: 2736.650146
	Iteration 0F: 3 clusters Score -523129.7 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -524075.906250 Penalty: 2736.650146
	Iteration 1F: 3 clusters Score -524075.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -524206.781250 Penalty: 2736.650146
	Iteration 2F: 3 clusters Score -524206.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -524282.156250 Penalty: 2736.650146
	Iteration 3Q: 3 clusters Score -524282.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -524336.687500 Penalty: 2736.650146
	Iteration 4Q: 3 clusters Score -524336.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -524378.062500 Penalty: 2736.650146
	Iteration 5Q: 3 clusters Score -524378.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -524407.562500 Penalty: 2736.650146
	Iteration 6Q: 3 clusters Score -524407.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -524435.250000 Penalty: 2736.650146
	Iteration 7Q: 3 clusters Score -524435.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -524457.187500 Penalty: 2736.650146
	Iteration 8Q: 3 clusters Score -524457.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -524476.937500 Penalty: 2736.650146
	Iteration 9Q: 3 clusters Score -524476.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -524493.625000 Penalty: 2736.650146
	Iteration 10Q: 3 clusters Score -524493.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -524509.437500 Penalty: 2736.650146
	Iteration 11Q: 3 clusters Score -524509.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -524525.875000 Penalty: 2736.650146
	Iteration 12Q: 3 clusters Score -524525.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -524536.187500 Penalty: 2736.650146
	Iteration 13Q: 3 clusters Score -524536.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -524545.437500 Penalty: 2736.650146
	Iteration 14Q: 3 clusters Score -524545.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -524551.812500 Penalty: 2736.650146
	Iteration 15Q: 3 clusters Score -524551.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -524557.687500 Penalty: 2736.650146
	Iteration 16Q: 3 clusters Score -524557.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -524561.625000 Penalty: 2736.650146
	Iteration 17Q: 3 clusters Score -524561.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -524567.875000 Penalty: 2736.650146
	Iteration 18Q: 3 clusters Score -524567.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -524570.312500 Penalty: 2736.650146
	Iteration 19Q: 3 clusters Score -524570.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -524576.000000 Penalty: 2736.650146
	Iteration 20F: 3 clusters Score -524576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -524581.937500 Penalty: 2736.650146
	Iteration 21Q: 3 clusters Score -524581.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -524587.750000 Penalty: 2736.650146
	Iteration 22Q: 3 clusters Score -524587.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -524593.312500 Penalty: 2736.650146
	Iteration 23Q: 3 clusters Score -524593.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -524600.687500 Penalty: 2736.650146
	Iteration 24Q: 3 clusters Score -524600.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -524607.125000 Penalty: 2736.650146
	Iteration 25Q: 3 clusters Score -524607.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -524611.812500 Penalty: 2736.650146
	Iteration 26Q: 3 clusters Score -524611.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -524615.875000 Penalty: 2736.650146
	Iteration 27Q: 3 clusters Score -524615.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -524619.437500 Penalty: 2736.650146
	Iteration 28Q: 3 clusters Score -524619.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -524624.687500 Penalty: 2736.650146
	Iteration 29Q: 3 clusters Score -524624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -524628.937500 Penalty: 2736.650146
	Iteration 30Q: 3 clusters Score -524628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -524632.375000 Penalty: 2736.650146
	Iteration 31Q: 3 clusters Score -524632.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -524636.625000 Penalty: 2736.650146
	Iteration 32Q: 3 clusters Score -524636.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -524641.125000 Penalty: 2736.650146
	Iteration 33Q: 3 clusters Score -524641.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -524647.000000 Penalty: 2736.650146
	Iteration 34Q: 3 clusters Score -524647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -524653.250000 Penalty: 2736.650146
	Iteration 35Q: 3 clusters Score -524653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -524657.125000 Penalty: 2736.650146
	Iteration 36Q: 3 clusters Score -524657.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -524660.562500 Penalty: 2736.650146
	Iteration 37Q: 3 clusters Score -524660.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -524666.250000 Penalty: 2736.650146
	Iteration 38Q: 3 clusters Score -524666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -524668.875000 Penalty: 2736.650146
	Iteration 39Q: 3 clusters Score -524668.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -524673.125000 Penalty: 2736.650146
	Iteration 40F: 3 clusters Score -524673.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -524679.312500 Penalty: 2736.650146
	Iteration 41Q: 3 clusters Score -524679.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -524686.312500 Penalty: 2736.650146
	Iteration 42Q: 3 clusters Score -524686.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -524698.125000 Penalty: 2736.650146
	Iteration 43Q: 3 clusters Score -524698.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -524711.937500 Penalty: 2736.650146
	Iteration 44Q: 3 clusters Score -524711.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -524727.375000 Penalty: 2736.650146
	Iteration 45Q: 3 clusters Score -524727.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -524747.562500 Penalty: 2736.650146
	Iteration 46Q: 3 clusters Score -524747.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -524762.000000 Penalty: 2736.650146
	Iteration 47Q: 3 clusters Score -524762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -524778.625000 Penalty: 2736.650146
	Iteration 48Q: 3 clusters Score -524778.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -524795.625000 Penalty: 2736.650146
	Iteration 49Q: 3 clusters Score -524795.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -524812.687500 Penalty: 2736.650146
	Iteration 50Q: 3 clusters Score -524812.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -524839.312500 Penalty: 2736.650146
	Iteration 51Q: 3 clusters Score -524839.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -524870.500000 Penalty: 2736.650146
	Iteration 52Q: 3 clusters Score -524870.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -524903.687500 Penalty: 2736.650146
	Iteration 53Q: 3 clusters Score -524903.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -524942.687500 Penalty: 2736.650146
	Iteration 54Q: 3 clusters Score -524942.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -524991.125000 Penalty: 2736.650146
	Iteration 55Q: 3 clusters Score -524991.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -525040.562500 Penalty: 2736.650146
	Iteration 56Q: 3 clusters Score -525040.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -525087.062500 Penalty: 2736.650146
	Iteration 57Q: 3 clusters Score -525087.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -525143.187500 Penalty: 2736.650146
	Iteration 58Q: 3 clusters Score -525143.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -525201.062500 Penalty: 2736.650146
	Iteration 59Q: 3 clusters Score -525201.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -525250.250000 Penalty: 2736.650146
	Iteration 60F: 3 clusters Score -525250.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -525291.312500 Penalty: 2736.650146
	Iteration 61Q: 3 clusters Score -525291.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -525332.250000 Penalty: 2736.650146
	Iteration 62Q: 3 clusters Score -525332.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -525370.500000 Penalty: 2736.650146
	Iteration 63Q: 3 clusters Score -525370.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -525408.187500 Penalty: 2736.650146
	Iteration 64Q: 3 clusters Score -525408.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -525445.312500 Penalty: 2736.650146
	Iteration 65Q: 3 clusters Score -525445.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -525471.500000 Penalty: 2736.650146
	Iteration 66Q: 3 clusters Score -525471.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -525494.562500 Penalty: 2736.650146
	Iteration 67Q: 3 clusters Score -525494.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -525516.750000 Penalty: 2736.650146
	Iteration 68Q: 3 clusters Score -525516.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -525534.812500 Penalty: 2736.650146
	Iteration 69Q: 3 clusters Score -525534.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -525544.375000 Penalty: 2736.650146
	Iteration 70Q: 3 clusters Score -525544.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -525553.250000 Penalty: 2736.650146
	Iteration 71Q: 3 clusters Score -525553.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -525560.375000 Penalty: 2736.650146
	Iteration 72Q: 3 clusters Score -525560.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -525567.687500 Penalty: 2736.650146
	Iteration 73Q: 3 clusters Score -525567.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -525572.312500 Penalty: 2736.650146
	Iteration 74Q: 3 clusters Score -525572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -525575.500000 Penalty: 2736.650146
	Iteration 75Q: 3 clusters Score -525575.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -525580.062500 Penalty: 2736.650146
	Iteration 76Q: 3 clusters Score -525580.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -525584.937500 Penalty: 2736.650146
	Iteration 77Q: 3 clusters Score -525584.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -525587.937500 Penalty: 2736.650146
	Iteration 78Q: 3 clusters Score -525587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -525589.562500 Penalty: 2736.650146
	Iteration 79Q: 3 clusters Score -525589.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -525590.125000 Penalty: 2736.650146
	Iteration 80F: 3 clusters Score -525590.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -322117.125000 Penalty: 1309.632446
	Iteration 0F: 2 clusters Score -322117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -319329.718750 Penalty: 2619.264893
	Iteration 0F: 3 clusters Score -319329.7 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -320116.000000 Penalty: 2619.264893
	Iteration 1F: 3 clusters Score -320116 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -320353.562500 Penalty: 2619.264893
	Iteration 2F: 3 clusters Score -320353.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -320497.218750 Penalty: 2619.264893
	Iteration 3F: 3 clusters Score -320497.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320612.375000 Penalty: 2619.264893
	Iteration 4Q: 3 clusters Score -320612.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -320687.500000 Penalty: 2619.264893
	Iteration 5Q: 3 clusters Score -320687.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -320727.625000 Penalty: 2619.264893
	Iteration 6Q: 3 clusters Score -320727.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -320764.625000 Penalty: 2619.264893
	Iteration 7Q: 3 clusters Score -320764.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -320788.156250 Penalty: 2619.264893
	Iteration 8Q: 3 clusters Score -320788.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -320810.281250 Penalty: 2619.264893
	Iteration 9Q: 3 clusters Score -320810.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -320830.843750 Penalty: 2619.264893
	Iteration 10Q: 3 clusters Score -320830.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -320856.593750 Penalty: 2619.264893
	Iteration 11Q: 3 clusters Score -320856.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -320875.687500 Penalty: 2619.264893
	Iteration 12Q: 3 clusters Score -320875.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -320893.093750 Penalty: 2619.264893
	Iteration 13Q: 3 clusters Score -320893.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -320900.343750 Penalty: 2619.264893
	Iteration 14Q: 3 clusters Score -320900.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -320907.687500 Penalty: 2619.264893
	Iteration 15Q: 3 clusters Score -320907.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -320916.843750 Penalty: 2619.264893
	Iteration 16Q: 3 clusters Score -320916.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -320922.468750 Penalty: 2619.264893
	Iteration 17Q: 3 clusters Score -320922.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -320926.750000 Penalty: 2619.264893
	Iteration 18Q: 3 clusters Score -320926.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -320929.843750 Penalty: 2619.264893
	Iteration 19Q: 3 clusters Score -320929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -320933.187500 Penalty: 2619.264893
	Iteration 20F: 3 clusters Score -320933.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -320934.718750 Penalty: 2619.264893
	Iteration 21Q: 3 clusters Score -320934.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -320937.000000 Penalty: 2619.264893
	Iteration 22Q: 3 clusters Score -320937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -320938.125000 Penalty: 2619.264893
	Iteration 23Q: 3 clusters Score -320938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -320939.562500 Penalty: 2619.264893
	Iteration 24Q: 3 clusters Score -320939.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -320940.500000 Penalty: 2619.264893
	Iteration 25Q: 3 clusters Score -320940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -320943.593750 Penalty: 2619.264893
	Iteration 26Q: 3 clusters Score -320943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -320945.250000 Penalty: 2619.264893
	Iteration 27Q: 3 clusters Score -320945.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -320948.125000 Penalty: 2619.264893
	Iteration 28Q: 3 clusters Score -320948.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -320949.687500 Penalty: 2619.264893
	Iteration 29Q: 3 clusters Score -320949.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -320950.593750 Penalty: 2619.264893
	Iteration 30Q: 3 clusters Score -320950.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -320952.031250 Penalty: 2619.264893
	Iteration 31Q: 3 clusters Score -320952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -320953.187500 Penalty: 2619.264893
	Iteration 32Q: 3 clusters Score -320953.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -320953.718750 Penalty: 2619.264893
	Iteration 33Q: 3 clusters Score -320953.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -320954.718750 Penalty: 2619.264893
	Iteration 34Q: 3 clusters Score -320954.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -320954.875000 Penalty: 2619.264893
	Iteration 35Q: 3 clusters Score -320954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -320954.875000 Penalty: 2619.264893
	Iteration 36F: 3 clusters Score -320954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Entering Unmasked Estep 
Score: -1455592.875000 Penalty: 1538.009155
	Iteration 0F: 2 clusters Score -1455593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1446581.500000 Penalty: 3076.018311
	Iteration 0F: 3 clusters Score -1446582 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1449641.750000 Penalty: 3076.018311
	Iteration 1F: 3 clusters Score -1449642 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1450139.625000 Penalty: 3076.018311
	Iteration 2F: 3 clusters Score -1450140 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1450673.750000 Penalty: 3076.018311
	Iteration 3F: 3 clusters Score -1450674 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1451292.625000 Penalty: 3076.018311
	Iteration 4F: 3 clusters Score -1451293 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1451964.625000 Penalty: 3076.018311
	Iteration 5F: 3 clusters Score -1451965 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1452653.125000 Penalty: 3076.018311
	Iteration 6F: 3 clusters Score -1452653 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1453283.625000 Penalty: 3076.018311
	Iteration 7F: 3 clusters Score -1453284 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1453747.500000 Penalty: 3076.018311
	Iteration 8F: 3 clusters Score -1453748 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1454032.375000 Penalty: 3076.018311
	Iteration 9Q: 3 clusters Score -1454032 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1454216.000000 Penalty: 3076.018311
	Iteration 10Q: 3 clusters Score -1454216 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1454325.125000 Penalty: 3076.018311
	Iteration 11Q: 3 clusters Score -1454325 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -1454417.125000 Penalty: 3076.018311
	Iteration 12Q: 3 clusters Score -1454417 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1454460.125000 Penalty: 3076.018311
	Iteration 13Q: 3 clusters Score -1454460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1454491.125000 Penalty: 3076.018311
	Iteration 14Q: 3 clusters Score -1454491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1454510.750000 Penalty: 3076.018311
	Iteration 15Q: 3 clusters Score -1454511 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1454527.875000 Penalty: 3076.018311
	Iteration 16Q: 3 clusters Score -1454528 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1454538.875000 Penalty: 3076.018311
	Iteration 17Q: 3 clusters Score -1454539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1454549.125000 Penalty: 3076.018311
	Iteration 18Q: 3 clusters Score -1454549 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1454557.750000 Penalty: 3076.018311
	Iteration 19Q: 3 clusters Score -1454558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1454565.875000 Penalty: 3076.018311
	Iteration 20F: 3 clusters Score -1454566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1454576.500000 Penalty: 3076.018311
	Iteration 21Q: 3 clusters Score -1454576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1454582.500000 Penalty: 3076.018311
	Iteration 22Q: 3 clusters Score -1454582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1454581.500000 Penalty: 3076.018311
	Iteration 23Q: 3 clusters Score -1454582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1454586.750000 Penalty: 3076.018311
	Iteration 24Q: 3 clusters Score -1454587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1454589.625000 Penalty: 3076.018311
	Iteration 25Q: 3 clusters Score -1454590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1454592.000000 Penalty: 3076.018311
	Iteration 26Q: 3 clusters Score -1454592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1454598.875000 Penalty: 3076.018311
	Iteration 27Q: 3 clusters Score -1454599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1454599.875000 Penalty: 3076.018311
	Iteration 28Q: 3 clusters Score -1454600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1454600.875000 Penalty: 3076.018311
	Iteration 29Q: 3 clusters Score -1454601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1454601.500000 Penalty: 3076.018311
	Iteration 30Q: 3 clusters Score -1454602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1454603.625000 Penalty: 3076.018311
	Iteration 31Q: 3 clusters Score -1454604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1454601.500000 Penalty: 3076.018311
	Iteration 32Q: 3 clusters Score -1454602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1454608.875000 Penalty: 3076.018311
	Iteration 33Q: 3 clusters Score -1454609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1454607.625000 Penalty: 3076.018311
	Iteration 34Q: 3 clusters Score -1454608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1454610.500000 Penalty: 3076.018311
	Iteration 35Q: 3 clusters Score -1454610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1454617.875000 Penalty: 3076.018311
	Iteration 36Q: 3 clusters Score -1454618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1454615.500000 Penalty: 3076.018311
	Iteration 37Q: 3 clusters Score -1454616 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1454618.500000 Penalty: 3076.018311
	Iteration 38Q: 3 clusters Score -1454618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1454623.750000 Penalty: 3076.018311
	Iteration 39Q: 3 clusters Score -1454624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1454625.875000 Penalty: 3076.018311
	Iteration 40F: 3 clusters Score -1454626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1454630.875000 Penalty: 3076.018311
	Iteration 41Q: 3 clusters Score -1454631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1454626.125000 Penalty: 3076.018311
	Iteration 42Q: 3 clusters Score -1454626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1454630.625000 Penalty: 3076.018311
	Iteration 43Q: 3 clusters Score -1454631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1454629.000000 Penalty: 3076.018311
	Iteration 44Q: 3 clusters Score -1454629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1454632.875000 Penalty: 3076.018311
	Iteration 45Q: 3 clusters Score -1454633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1454637.250000 Penalty: 3076.018311
	Iteration 46Q: 3 clusters Score -1454637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1454635.125000 Penalty: 3076.018311
	Iteration 47Q: 3 clusters Score -1454635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1454637.375000 Penalty: 3076.018311
	Iteration 48Q: 3 clusters Score -1454637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1454639.000000 Penalty: 3076.018311
	Iteration 49Q: 3 clusters Score -1454639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1454634.625000 Penalty: 3076.018311
	Iteration 50Q: 3 clusters Score -1454635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1454636.000000 Penalty: 3076.018311
	Iteration 51Q: 3 clusters Score -1454636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1454635.750000 Penalty: 3076.018311
	Iteration 52Q: 3 clusters Score -1454636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1454634.625000 Penalty: 3076.018311
	Iteration 53Q: 3 clusters Score -1454635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1454633.625000 Penalty: 3076.018311
	Iteration 54Q: 3 clusters Score -1454634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1454635.125000 Penalty: 3076.018311
	Iteration 55Q: 3 clusters Score -1454635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1454635.125000 Penalty: 3076.018311
	Iteration 56F: 3 clusters Score -1454635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -188339.296875 Penalty: 1210.921143
	Iteration 0F: 2 clusters Score -188339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -186465.500000 Penalty: 2421.842285
	Iteration 0F: 3 clusters Score -186465.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186862.078125 Penalty: 2421.842285
	Iteration 1F: 3 clusters Score -186862.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -186974.406250 Penalty: 2421.842285
	Iteration 2F: 3 clusters Score -186974.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -187014.609375 Penalty: 2421.842285
	Iteration 3Q: 3 clusters Score -187014.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -187035.375000 Penalty: 2421.842285
	Iteration 4Q: 3 clusters Score -187035.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187057.031250 Penalty: 2421.842285
	Iteration 5Q: 3 clusters Score -187057 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -187075.078125 Penalty: 2421.842285
	Iteration 6Q: 3 clusters Score -187075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -187092.000000 Penalty: 2421.842285
	Iteration 7Q: 3 clusters Score -187092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -187107.296875 Penalty: 2421.842285
	Iteration 8Q: 3 clusters Score -187107.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187121.484375 Penalty: 2421.842285
	Iteration 9Q: 3 clusters Score -187121.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187139.015625 Penalty: 2421.842285
	Iteration 10Q: 3 clusters Score -187139 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -187161.859375 Penalty: 2421.842285
	Iteration 11Q: 3 clusters Score -187161.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -187181.312500 Penalty: 2421.842285
	Iteration 12Q: 3 clusters Score -187181.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -187208.187500 Penalty: 2421.842285
	Iteration 13Q: 3 clusters Score -187208.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -187221.843750 Penalty: 2421.842285
	Iteration 14Q: 3 clusters Score -187221.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -187235.515625 Penalty: 2421.842285
	Iteration 15Q: 3 clusters Score -187235.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -187247.312500 Penalty: 2421.842285
	Iteration 16Q: 3 clusters Score -187247.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -187263.062500 Penalty: 2421.842285
	Iteration 17Q: 3 clusters Score -187263.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187281.156250 Penalty: 2421.842285
	Iteration 18Q: 3 clusters Score -187281.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -187310.171875 Penalty: 2421.842285
	Iteration 19Q: 3 clusters Score -187310.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -187338.734375 Penalty: 2421.842285
	Iteration 20F: 3 clusters Score -187338.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -187382.312500 Penalty: 2421.842285
	Iteration 21Q: 3 clusters Score -187382.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187442.312500 Penalty: 2421.842285
	Iteration 22Q: 3 clusters Score -187442.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -187518.718750 Penalty: 2421.842285
	Iteration 23Q: 3 clusters Score -187518.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -187588.875000 Penalty: 2421.842285
	Iteration 24Q: 3 clusters Score -187588.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -187646.687500 Penalty: 2421.842285
	Iteration 25Q: 3 clusters Score -187646.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -187730.031250 Penalty: 2421.842285
	Iteration 26Q: 3 clusters Score -187730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -187778.953125 Penalty: 2421.842285
	Iteration 27Q: 3 clusters Score -187779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -187806.859375 Penalty: 2421.842285
	Iteration 28Q: 3 clusters Score -187806.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187829.656250 Penalty: 2421.842285
	Iteration 29Q: 3 clusters Score -187829.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -187846.062500 Penalty: 2421.842285
	Iteration 30Q: 3 clusters Score -187846.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -187861.468750 Penalty: 2421.842285
	Iteration 31Q: 3 clusters Score -187861.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -187871.078125 Penalty: 2421.842285
	Iteration 32Q: 3 clusters Score -187871.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -187875.125000 Penalty: 2421.842285
	Iteration 33Q: 3 clusters Score -187875.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -187877.656250 Penalty: 2421.842285
	Iteration 34Q: 3 clusters Score -187877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -187879.156250 Penalty: 2421.842285
	Iteration 35Q: 3 clusters Score -187879.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -187882.343750 Penalty: 2421.842285
	Iteration 36Q: 3 clusters Score -187882.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187882.937500 Penalty: 2421.842285
	Iteration 37Q: 3 clusters Score -187882.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -187882.937500 Penalty: 2421.842285
	Iteration 38F: 3 clusters Score -187882.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -771398.062500 Penalty: 1428.517578
	Iteration 0F: 2 clusters Score -771398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -766383.250000 Penalty: 2857.035156
	Iteration 0F: 3 clusters Score -766383.2 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -767862.062500 Penalty: 2857.035156
	Iteration 1F: 3 clusters Score -767862.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -768084.000000 Penalty: 2857.035156
	Iteration 2F: 3 clusters Score -768084 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -768225.812500 Penalty: 2857.035156
	Iteration 3F: 3 clusters Score -768225.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -768326.000000 Penalty: 2857.035156
	Iteration 4Q: 3 clusters Score -768326 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -768399.812500 Penalty: 2857.035156
	Iteration 5Q: 3 clusters Score -768399.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -768469.625000 Penalty: 2857.035156
	Iteration 6Q: 3 clusters Score -768469.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -768539.875000 Penalty: 2857.035156
	Iteration 7Q: 3 clusters Score -768539.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -768603.062500 Penalty: 2857.035156
	Iteration 8Q: 3 clusters Score -768603.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -768683.000000 Penalty: 2857.035156
	Iteration 9Q: 3 clusters Score -768683 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -768783.187500 Penalty: 2857.035156
	Iteration 10Q: 3 clusters Score -768783.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -768910.187500 Penalty: 2857.035156
	Iteration 11Q: 3 clusters Score -768910.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -769055.937500 Penalty: 2857.035156
	Iteration 12Q: 3 clusters Score -769055.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -769242.187500 Penalty: 2857.035156
	Iteration 13Q: 3 clusters Score -769242.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -769428.250000 Penalty: 2857.035156
	Iteration 14Q: 3 clusters Score -769428.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -769599.000000 Penalty: 2857.035156
	Iteration 15Q: 3 clusters Score -769599 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -769741.312500 Penalty: 2857.035156
	Iteration 16Q: 3 clusters Score -769741.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -769844.250000 Penalty: 2857.035156
	Iteration 17Q: 3 clusters Score -769844.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -769913.750000 Penalty: 2857.035156
	Iteration 18Q: 3 clusters Score -769913.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -769966.000000 Penalty: 2857.035156
	Iteration 19Q: 3 clusters Score -769966 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -770008.312500 Penalty: 2857.035156
	Iteration 20F: 3 clusters Score -770008.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -770042.312500 Penalty: 2857.035156
	Iteration 21Q: 3 clusters Score -770042.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -770068.937500 Penalty: 2857.035156
	Iteration 22Q: 3 clusters Score -770068.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -770100.500000 Penalty: 2857.035156
	Iteration 23Q: 3 clusters Score -770100.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -770129.187500 Penalty: 2857.035156
	Iteration 24Q: 3 clusters Score -770129.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -770143.312500 Penalty: 2857.035156
	Iteration 25Q: 3 clusters Score -770143.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -770156.500000 Penalty: 2857.035156
	Iteration 26Q: 3 clusters Score -770156.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -770162.625000 Penalty: 2857.035156
	Iteration 27Q: 3 clusters Score -770162.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -770172.687500 Penalty: 2857.035156
	Iteration 28Q: 3 clusters Score -770172.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -770177.562500 Penalty: 2857.035156
	Iteration 29Q: 3 clusters Score -770177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -770181.437500 Penalty: 2857.035156
	Iteration 30Q: 3 clusters Score -770181.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -770186.125000 Penalty: 2857.035156
	Iteration 31Q: 3 clusters Score -770186.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -770192.250000 Penalty: 2857.035156
	Iteration 32Q: 3 clusters Score -770192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -770195.812500 Penalty: 2857.035156
	Iteration 33Q: 3 clusters Score -770195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -770200.000000 Penalty: 2857.035156
	Iteration 34Q: 3 clusters Score -770200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -770201.875000 Penalty: 2857.035156
	Iteration 35Q: 3 clusters Score -770201.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -770206.500000 Penalty: 2857.035156
	Iteration 36Q: 3 clusters Score -770206.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -770212.000000 Penalty: 2857.035156
	Iteration 37Q: 3 clusters Score -770212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -770213.437500 Penalty: 2857.035156
	Iteration 38Q: 3 clusters Score -770213.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -770216.562500 Penalty: 2857.035156
	Iteration 39Q: 3 clusters Score -770216.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -770219.750000 Penalty: 2857.035156
	Iteration 40F: 3 clusters Score -770219.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -770224.187500 Penalty: 2857.035156
	Iteration 41Q: 3 clusters Score -770224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -770225.062500 Penalty: 2857.035156
	Iteration 42Q: 3 clusters Score -770225.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -770227.687500 Penalty: 2857.035156
	Iteration 43Q: 3 clusters Score -770227.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -770227.250000 Penalty: 2857.035156
	Iteration 44Q: 3 clusters Score -770227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -770227.250000 Penalty: 2857.035156
	Iteration 45F: 3 clusters Score -770227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -377137.093750 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -377137.1 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 1722 members 
Entering Unmasked Estep 
Score: -374173.093750 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -374173.1 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -375019.875000 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -375019.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -375316.750000 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -375316.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -375580.312500 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -375580.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -375834.218750 Penalty: 2640.926270
	Iteration 4F: 3 clusters Score -375834.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -376072.625000 Penalty: 2640.926270
	Iteration 5F: 3 clusters Score -376072.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -376296.062500 Penalty: 2640.926270
	Iteration 6F: 3 clusters Score -376296.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -376499.718750 Penalty: 2640.926270
	Iteration 7F: 3 clusters Score -376499.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -376645.625000 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -376645.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -376730.343750 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -376730.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -376789.750000 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -376789.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -376834.781250 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -376834.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -376868.156250 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -376868.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -376885.937500 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -376885.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -376902.375000 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -376902.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -376912.656250 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -376912.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -376919.968750 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -376920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -376928.968750 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -376929 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -376938.406250 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -376938.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -376949.781250 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -376949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -376957.593750 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -376957.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -376962.156250 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -376962.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -376965.031250 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -376965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -376967.562500 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -376967.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -376970.000000 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -376970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -376970.750000 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -376970.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -376971.656250 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -376971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -376971.843750 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -376971.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376971.375000 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -376971.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376971.375000 Penalty: 2640.926270
	Iteration 29F: 3 clusters Score -376971.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Entering Unmasked Estep 
Score: -661623.375000 Penalty: 1411.462402
	Iteration 0F: 2 clusters Score -661623.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -657025.750000 Penalty: 2822.924805
	Iteration 0F: 3 clusters Score -657025.8 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -658379.375000 Penalty: 2822.924805
	Iteration 1F: 3 clusters Score -658379.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -658652.125000 Penalty: 2822.924805
	Iteration 2F: 3 clusters Score -658652.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -658859.625000 Penalty: 2822.924805
	Iteration 3F: 3 clusters Score -658859.6 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -659055.437500 Penalty: 2822.924805
	Iteration 4Q: 3 clusters Score -659055.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -659273.937500 Penalty: 2822.924805
	Iteration 5F: 3 clusters Score -659273.9 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -659515.562500 Penalty: 2822.924805
	Iteration 6F: 3 clusters Score -659515.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -659789.187500 Penalty: 2822.924805
	Iteration 7F: 3 clusters Score -659789.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -660047.437500 Penalty: 2822.924805
	Iteration 8F: 3 clusters Score -660047.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -660308.625000 Penalty: 2822.924805
	Iteration 9Q: 3 clusters Score -660308.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -660602.437500 Penalty: 2822.924805
	Iteration 10Q: 3 clusters Score -660602.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -660806.687500 Penalty: 2822.924805
	Iteration 11Q: 3 clusters Score -660806.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -660924.562500 Penalty: 2822.924805
	Iteration 12Q: 3 clusters Score -660924.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -661019.562500 Penalty: 2822.924805
	Iteration 13Q: 3 clusters Score -661019.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -661098.937500 Penalty: 2822.924805
	Iteration 14Q: 3 clusters Score -661098.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -661138.750000 Penalty: 2822.924805
	Iteration 15Q: 3 clusters Score -661138.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -661167.062500 Penalty: 2822.924805
	Iteration 16Q: 3 clusters Score -661167.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -661180.250000 Penalty: 2822.924805
	Iteration 17Q: 3 clusters Score -661180.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -661185.625000 Penalty: 2822.924805
	Iteration 18Q: 3 clusters Score -661185.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -661188.187500 Penalty: 2822.924805
	Iteration 19Q: 3 clusters Score -661188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -661189.750000 Penalty: 2822.924805
	Iteration 20F: 3 clusters Score -661189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -661190.312500 Penalty: 2822.924805
	Iteration 21Q: 3 clusters Score -661190.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -661190.500000 Penalty: 2822.924805
	Iteration 22Q: 3 clusters Score -661190.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -661190.500000 Penalty: 2822.924805
	Iteration 23F: 3 clusters Score -661190.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Entering Unmasked Estep 
Score: -728856.187500 Penalty: 1427.848877
	Iteration 0F: 2 clusters Score -728856.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -723896.312500 Penalty: 2855.697754
	Iteration 0F: 3 clusters Score -723896.3 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -725440.937500 Penalty: 2855.697754
	Iteration 1F: 3 clusters Score -725440.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -725692.687500 Penalty: 2855.697754
	Iteration 2F: 3 clusters Score -725692.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -725874.062500 Penalty: 2855.697754
	Iteration 3F: 3 clusters Score -725874.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -726056.500000 Penalty: 2855.697754
	Iteration 4F: 3 clusters Score -726056.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -726268.875000 Penalty: 2855.697754
	Iteration 5Q: 3 clusters Score -726268.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -726516.062500 Penalty: 2855.697754
	Iteration 6Q: 3 clusters Score -726516.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -726762.875000 Penalty: 2855.697754
	Iteration 7Q: 3 clusters Score -726762.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -727055.250000 Penalty: 2855.697754
	Iteration 8F: 3 clusters Score -727055.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -727311.375000 Penalty: 2855.697754
	Iteration 9F: 3 clusters Score -727311.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -727464.250000 Penalty: 2855.697754
	Iteration 10Q: 3 clusters Score -727464.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -727566.625000 Penalty: 2855.697754
	Iteration 11Q: 3 clusters Score -727566.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -727645.937500 Penalty: 2855.697754
	Iteration 12Q: 3 clusters Score -727645.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -727719.125000 Penalty: 2855.697754
	Iteration 13Q: 3 clusters Score -727719.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -727786.000000 Penalty: 2855.697754
	Iteration 14Q: 3 clusters Score -727786 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -727848.687500 Penalty: 2855.697754
	Iteration 15Q: 3 clusters Score -727848.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -727910.125000 Penalty: 2855.697754
	Iteration 16Q: 3 clusters Score -727910.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -727974.750000 Penalty: 2855.697754
	Iteration 17Q: 3 clusters Score -727974.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -728030.187500 Penalty: 2855.697754
	Iteration 18Q: 3 clusters Score -728030.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -728079.437500 Penalty: 2855.697754
	Iteration 19Q: 3 clusters Score -728079.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -728131.750000 Penalty: 2855.697754
	Iteration 20F: 3 clusters Score -728131.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -728168.125000 Penalty: 2855.697754
	Iteration 21Q: 3 clusters Score -728168.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -728207.937500 Penalty: 2855.697754
	Iteration 22Q: 3 clusters Score -728207.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -728238.125000 Penalty: 2855.697754
	Iteration 23Q: 3 clusters Score -728238.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -728263.312500 Penalty: 2855.697754
	Iteration 24Q: 3 clusters Score -728263.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -728288.250000 Penalty: 2855.697754
	Iteration 25Q: 3 clusters Score -728288.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -728307.750000 Penalty: 2855.697754
	Iteration 26Q: 3 clusters Score -728307.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -728319.125000 Penalty: 2855.697754
	Iteration 27Q: 3 clusters Score -728319.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -728327.875000 Penalty: 2855.697754
	Iteration 28Q: 3 clusters Score -728327.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -728334.187500 Penalty: 2855.697754
	Iteration 29Q: 3 clusters Score -728334.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -728338.250000 Penalty: 2855.697754
	Iteration 30Q: 3 clusters Score -728338.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -728341.750000 Penalty: 2855.697754
	Iteration 31Q: 3 clusters Score -728341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -728345.125000 Penalty: 2855.697754
	Iteration 32Q: 3 clusters Score -728345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -728347.375000 Penalty: 2855.697754
	Iteration 33Q: 3 clusters Score -728347.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -728349.000000 Penalty: 2855.697754
	Iteration 34Q: 3 clusters Score -728349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -728349.812500 Penalty: 2855.697754
	Iteration 35Q: 3 clusters Score -728349.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -728351.000000 Penalty: 2855.697754
	Iteration 36Q: 3 clusters Score -728351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -728351.312500 Penalty: 2855.697754
	Iteration 37Q: 3 clusters Score -728351.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -728351.687500 Penalty: 2855.697754
	Iteration 38Q: 3 clusters Score -728351.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -728354.750000 Penalty: 2855.697754
	Iteration 39Q: 3 clusters Score -728354.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -728357.000000 Penalty: 2855.697754
	Iteration 40F: 3 clusters Score -728357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -728356.937500 Penalty: 2855.697754
	Iteration 41Q: 3 clusters Score -728356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -728359.250000 Penalty: 2855.697754
	Iteration 42Q: 3 clusters Score -728359.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -728359.687500 Penalty: 2855.697754
	Iteration 43Q: 3 clusters Score -728359.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -728359.875000 Penalty: 2855.697754
	Iteration 44Q: 3 clusters Score -728359.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -728361.312500 Penalty: 2855.697754
	Iteration 45Q: 3 clusters Score -728361.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -728363.937500 Penalty: 2855.697754
	Iteration 46Q: 3 clusters Score -728363.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -728366.187500 Penalty: 2855.697754
	Iteration 47Q: 3 clusters Score -728366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -728366.500000 Penalty: 2855.697754
	Iteration 48Q: 3 clusters Score -728366.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -728368.062500 Penalty: 2855.697754
	Iteration 49Q: 3 clusters Score -728368.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -728367.062500 Penalty: 2855.697754
	Iteration 50Q: 3 clusters Score -728367.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -728368.250000 Penalty: 2855.697754
	Iteration 51Q: 3 clusters Score -728368.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -728368.375000 Penalty: 2855.697754
	Iteration 52Q: 3 clusters Score -728368.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -728368.437500 Penalty: 2855.697754
	Iteration 53Q: 3 clusters Score -728368.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -728370.000000 Penalty: 2855.697754
	Iteration 54Q: 3 clusters Score -728370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -728369.375000 Penalty: 2855.697754
	Iteration 55Q: 3 clusters Score -728369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -728370.812500 Penalty: 2855.697754
	Iteration 56Q: 3 clusters Score -728370.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -728372.625000 Penalty: 2855.697754
	Iteration 57Q: 3 clusters Score -728372.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -728372.562500 Penalty: 2855.697754
	Iteration 58Q: 3 clusters Score -728372.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -728372.062500 Penalty: 2855.697754
	Iteration 59Q: 3 clusters Score -728372.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -728373.125000 Penalty: 2855.697754
	Iteration 60F: 3 clusters Score -728373.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -728374.750000 Penalty: 2855.697754
	Iteration 61Q: 3 clusters Score -728374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -728376.875000 Penalty: 2855.697754
	Iteration 62Q: 3 clusters Score -728376.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -728377.687500 Penalty: 2855.697754
	Iteration 63Q: 3 clusters Score -728377.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -728379.625000 Penalty: 2855.697754
	Iteration 64Q: 3 clusters Score -728379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -728381.312500 Penalty: 2855.697754
	Iteration 65Q: 3 clusters Score -728381.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -728381.562500 Penalty: 2855.697754
	Iteration 66Q: 3 clusters Score -728381.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -728384.812500 Penalty: 2855.697754
	Iteration 67Q: 3 clusters Score -728384.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -728384.875000 Penalty: 2855.697754
	Iteration 68Q: 3 clusters Score -728384.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -728388.500000 Penalty: 2855.697754
	Iteration 69Q: 3 clusters Score -728388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -728389.062500 Penalty: 2855.697754
	Iteration 70Q: 3 clusters Score -728389.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -728389.875000 Penalty: 2855.697754
	Iteration 71Q: 3 clusters Score -728389.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -728390.250000 Penalty: 2855.697754
	Iteration 72Q: 3 clusters Score -728390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -728392.812500 Penalty: 2855.697754
	Iteration 73Q: 3 clusters Score -728392.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -728394.687500 Penalty: 2855.697754
	Iteration 74Q: 3 clusters Score -728394.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -728395.937500 Penalty: 2855.697754
	Iteration 75Q: 3 clusters Score -728395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -728397.000000 Penalty: 2855.697754
	Iteration 76Q: 3 clusters Score -728397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -728398.000000 Penalty: 2855.697754
	Iteration 77Q: 3 clusters Score -728398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -728398.000000 Penalty: 2855.697754
	Iteration 78F: 3 clusters Score -728398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Entering Unmasked Estep 
Score: -2411724.750000 Penalty: 1616.516113
	Iteration 0F: 2 clusters Score -2411725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2405126 nChanged 1237
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Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2405924 nChanged 1150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2406611 nChanged 1021
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2407117 nChanged 843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2407491 nChanged 683
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Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2407755 nChanged 567
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2407954 nChanged 515
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Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2408134 nChanged 449
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Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2408298 nChanged 471
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Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2408506 nChanged 452
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Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2408690 nChanged 420
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Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2408831 nChanged 388
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Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2408964 nChanged 348
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Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2409071 nChanged 270
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Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2409149 nChanged 247
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Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2409214 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2409280 nChanged 203
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Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -2409320 nChanged 182
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Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -2409369 nChanged 171
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Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -2409408.500000 Penalty: 3233.032227
	Iteration 25Q: 3 clusters Score -2409408 nChanged 133
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Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -2409435 nChanged 104
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Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -2409455.750000 Penalty: 3233.032227
	Iteration 27Q: 3 clusters Score -2409456 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -2409461 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2409475 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2409494 nChanged 87
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2409502 nChanged 62
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Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2409513.250000 Penalty: 3233.032227
	Iteration 32Q: 3 clusters Score -2409513 nChanged 49
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Mstep: Class 1 contains 5921 members 
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Entering Unmasked Estep 
Score: -2409519.250000 Penalty: 3233.032227
	Iteration 33Q: 3 clusters Score -2409519 nChanged 63
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Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -2409522.750000 Penalty: 3233.032227
	Iteration 34Q: 3 clusters Score -2409523 nChanged 61
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Mstep: Class 1 contains 5829 members 
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Entering Unmasked Estep 
Score: -2409532.250000 Penalty: 3233.032227
	Iteration 35Q: 3 clusters Score -2409532 nChanged 62
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Mstep: Class 1 contains 5779 members 
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Entering Unmasked Estep 
Score: -2409541.250000 Penalty: 3233.032227
	Iteration 36Q: 3 clusters Score -2409541 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5731 members 
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Entering Unmasked Estep 
Score: -2409551.000000 Penalty: 3233.032227
	Iteration 37Q: 3 clusters Score -2409551 nChanged 42
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Mstep: Class 1 contains 5689 members 
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Entering Unmasked Estep 
Score: -2409560.000000 Penalty: 3233.032227
	Iteration 38Q: 3 clusters Score -2409560 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5639 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2409568 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2409572 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5535 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2409584 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5470 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2409592 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5404 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2409614 nChanged 67
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Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2409623.250000 Penalty: 3233.032227
	Iteration 44Q: 3 clusters Score -2409623 nChanged 68
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Mstep: Class 1 contains 5301 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2409626 nChanged 60
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Mstep: Class 1 contains 5253 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2409640 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2409647.500000 Penalty: 3233.032227
	Iteration 47Q: 3 clusters Score -2409648 nChanged 55
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Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -2409650 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5091 members 
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Entering Unmasked Estep 
Score: -2409661.250000 Penalty: 3233.032227
	Iteration 49Q: 3 clusters Score -2409661 nChanged 43
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Mstep: Class 1 contains 5052 members 
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Entering Unmasked Estep 
Score: -2409666.000000 Penalty: 3233.032227
	Iteration 50Q: 3 clusters Score -2409666 nChanged 54
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Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2409673 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4949 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2409685 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4893 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2409689 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4846 members 
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Score: -2409694.500000 Penalty: 3233.032227
	Iteration 54Q: 3 clusters Score -2409694 nChanged 45
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Mstep: Class 1 contains 4801 members 
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Entering Unmasked Estep 
Score: -2409703.000000 Penalty: 3233.032227
	Iteration 55Q: 3 clusters Score -2409703 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4755 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2409703 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4714 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2409702 nChanged 41
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Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2409707.000000 Penalty: 3233.032227
	Iteration 58Q: 3 clusters Score -2409707 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2409714 nChanged 34
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Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2409715.750000 Penalty: 3233.032227
	Iteration 60F: 3 clusters Score -2409716 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2409721.250000 Penalty: 3233.032227
	Iteration 61Q: 3 clusters Score -2409721 nChanged 41
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Mstep: Class 1 contains 4537 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2409730 nChanged 39
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Mstep: Class 1 contains 4500 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2409736 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2409735 nChanged 30
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2409743 nChanged 36
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Mstep: Class 1 contains 4410 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2409744 nChanged 42
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Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2409744 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4334 members 
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Entering Unmasked Estep 
Score: -2409753.250000 Penalty: 3233.032227
	Iteration 68Q: 3 clusters Score -2409753 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -2409757.500000 Penalty: 3233.032227
	Iteration 69Q: 3 clusters Score -2409758 nChanged 35
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Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2409762.250000 Penalty: 3233.032227
	Iteration 70Q: 3 clusters Score -2409762 nChanged 37
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2409774 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -2409778.250000 Penalty: 3233.032227
	Iteration 72Q: 3 clusters Score -2409778 nChanged 44
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Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2409779 nChanged 34
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2409779 nChanged 38
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Mstep: Class 1 contains 4068 members 
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Entering Unmasked Estep 
Score: -2409785.500000 Penalty: 3233.032227
	Iteration 75Q: 3 clusters Score -2409786 nChanged 38
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Mstep: Class 1 contains 4030 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2409787 nChanged 44
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Mstep: Class 1 contains 3986 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2409790 nChanged 39
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Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2409797.750000 Penalty: 3233.032227
	Iteration 78Q: 3 clusters Score -2409798 nChanged 40
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Mstep: Class 1 contains 3907 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2409798 nChanged 44
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Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2409814.000000 Penalty: 3233.032227
	Iteration 80F: 3 clusters Score -2409814 nChanged 41
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Mstep: Class 1 contains 3822 members 
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Entering Unmasked Estep 
Score: -2409810.250000 Penalty: 3233.032227
	Iteration 81Q: 3 clusters Score -2409810 nChanged 31
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Mstep: Class 1 contains 3791 members 
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Entering Unmasked Estep 
Score: -2409821.500000 Penalty: 3233.032227
	Iteration 82Q: 3 clusters Score -2409822 nChanged 42
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Mstep: Class 1 contains 3753 members 
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Entering Unmasked Estep 
Score: -2409825.250000 Penalty: 3233.032227
	Iteration 83Q: 3 clusters Score -2409825 nChanged 40
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Mstep: Class 1 contains 3715 members 
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Entering Unmasked Estep 
Score: -2409829.250000 Penalty: 3233.032227
	Iteration 84Q: 3 clusters Score -2409829 nChanged 43
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Mstep: Class 1 contains 3676 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2409829 nChanged 41
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Entering Unmasked Estep 
Score: -2409838.750000 Penalty: 3233.032227
	Iteration 86Q: 3 clusters Score -2409839 nChanged 42
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Mstep: Class 1 contains 3593 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2409854 nChanged 39
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2409863 nChanged 31
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2409860 nChanged 32
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Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2409860 nChanged 45
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Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2409864 nChanged 42
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2409874 nChanged 44
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Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2409875 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2409883.500000 Penalty: 3233.032227
	Iteration 94Q: 3 clusters Score -2409884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2409890.500000 Penalty: 3233.032227
	Iteration 95Q: 3 clusters Score -2409890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2409898.750000 Penalty: 3233.032227
	Iteration 96Q: 3 clusters Score -2409899 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2409898.500000 Penalty: 3233.032227
	Iteration 97Q: 3 clusters Score -2409898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2409900.000000 Penalty: 3233.032227
	Iteration 98Q: 3 clusters Score -2409900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2409915.500000 Penalty: 3233.032227
	Iteration 99Q: 3 clusters Score -2409916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2409926.250000 Penalty: 3233.032227
	Iteration 100F: 3 clusters Score -2409926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2409926.500000 Penalty: 3233.032227
	Iteration 101Q: 3 clusters Score -2409926 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2409935.250000 Penalty: 3233.032227
	Iteration 102Q: 3 clusters Score -2409935 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2409952.500000 Penalty: 3233.032227
	Iteration 103Q: 3 clusters Score -2409952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2409963.250000 Penalty: 3233.032227
	Iteration 104Q: 3 clusters Score -2409963 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2409971.250000 Penalty: 3233.032227
	Iteration 105Q: 3 clusters Score -2409971 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2409981.250000 Penalty: 3233.032227
	Iteration 106Q: 3 clusters Score -2409981 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2409999.000000 Penalty: 3233.032227
	Iteration 107Q: 3 clusters Score -2409999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2410009.500000 Penalty: 3233.032227
	Iteration 108Q: 3 clusters Score -2410010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2410015.000000 Penalty: 3233.032227
	Iteration 109Q: 3 clusters Score -2410015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -2410023.750000 Penalty: 3233.032227
	Iteration 110Q: 3 clusters Score -2410024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2410028.000000 Penalty: 3233.032227
	Iteration 111Q: 3 clusters Score -2410028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2410029.000000 Penalty: 3233.032227
	Iteration 112Q: 3 clusters Score -2410029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -2410042.000000 Penalty: 3233.032227
	Iteration 113Q: 3 clusters Score -2410042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2410045.750000 Penalty: 3233.032227
	Iteration 114Q: 3 clusters Score -2410046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 18518 members 
Entering Unmasked Estep 
Score: -2410056.750000 Penalty: 3233.032227
	Iteration 115Q: 3 clusters Score -2410057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2410061.500000 Penalty: 3233.032227
	Iteration 116Q: 3 clusters Score -2410062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 18589 members 
Entering Unmasked Estep 
Score: -2410065.250000 Penalty: 3233.032227
	Iteration 117Q: 3 clusters Score -2410065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2410073.750000 Penalty: 3233.032227
	Iteration 118Q: 3 clusters Score -2410074 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -2410075.000000 Penalty: 3233.032227
	Iteration 119Q: 3 clusters Score -2410075 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18667 members 
Entering Unmasked Estep 
Score: -2410080.500000 Penalty: 3233.032227
	Iteration 120F: 3 clusters Score -2410080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2410088.250000 Penalty: 3233.032227
	Iteration 121Q: 3 clusters Score -2410088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2410091.750000 Penalty: 3233.032227
	Iteration 122Q: 3 clusters Score -2410092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2410097.250000 Penalty: 3233.032227
	Iteration 123Q: 3 clusters Score -2410097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2410103.250000 Penalty: 3233.032227
	Iteration 124Q: 3 clusters Score -2410103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2410102.500000 Penalty: 3233.032227
	Iteration 125Q: 3 clusters Score -2410102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2410108.000000 Penalty: 3233.032227
	Iteration 126Q: 3 clusters Score -2410108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -2410116.000000 Penalty: 3233.032227
	Iteration 127Q: 3 clusters Score -2410116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2410118.250000 Penalty: 3233.032227
	Iteration 128Q: 3 clusters Score -2410118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2410123.250000 Penalty: 3233.032227
	Iteration 129Q: 3 clusters Score -2410123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2410128.250000 Penalty: 3233.032227
	Iteration 130Q: 3 clusters Score -2410128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -2410132.000000 Penalty: 3233.032227
	Iteration 131Q: 3 clusters Score -2410132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2410138.250000 Penalty: 3233.032227
	Iteration 132Q: 3 clusters Score -2410138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -2410141.250000 Penalty: 3233.032227
	Iteration 133Q: 3 clusters Score -2410141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2410147.250000 Penalty: 3233.032227
	Iteration 134Q: 3 clusters Score -2410147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2410146.000000 Penalty: 3233.032227
	Iteration 135Q: 3 clusters Score -2410146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2410153.250000 Penalty: 3233.032227
	Iteration 136Q: 3 clusters Score -2410153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2410159.500000 Penalty: 3233.032227
	Iteration 137Q: 3 clusters Score -2410160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2410163.000000 Penalty: 3233.032227
	Iteration 138Q: 3 clusters Score -2410163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -2410160.750000 Penalty: 3233.032227
	Iteration 139Q: 3 clusters Score -2410161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2410162.500000 Penalty: 3233.032227
	Iteration 140F: 3 clusters Score -2410162 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -2410163.750000 Penalty: 3233.032227
	Iteration 141Q: 3 clusters Score -2410164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2410167.250000 Penalty: 3233.032227
	Iteration 142Q: 3 clusters Score -2410167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2410173.750000 Penalty: 3233.032227
	Iteration 143Q: 3 clusters Score -2410174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2410173.250000 Penalty: 3233.032227
	Iteration 144Q: 3 clusters Score -2410173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2410171.500000 Penalty: 3233.032227
	Iteration 145Q: 3 clusters Score -2410172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2410181.250000 Penalty: 3233.032227
	Iteration 146Q: 3 clusters Score -2410181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -2410186.750000 Penalty: 3233.032227
	Iteration 147Q: 3 clusters Score -2410187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -2410196.250000 Penalty: 3233.032227
	Iteration 148Q: 3 clusters Score -2410196 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -2410197.750000 Penalty: 3233.032227
	Iteration 149Q: 3 clusters Score -2410198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2410198.750000 Penalty: 3233.032227
	Iteration 150Q: 3 clusters Score -2410199 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2410204.000000 Penalty: 3233.032227
	Iteration 151Q: 3 clusters Score -2410204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -2410213.000000 Penalty: 3233.032227
	Iteration 152Q: 3 clusters Score -2410213 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2410226.750000 Penalty: 3233.032227
	Iteration 153Q: 3 clusters Score -2410227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -2410234.000000 Penalty: 3233.032227
	Iteration 154Q: 3 clusters Score -2410234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2410246.250000 Penalty: 3233.032227
	Iteration 155Q: 3 clusters Score -2410246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2410249.750000 Penalty: 3233.032227
	Iteration 156Q: 3 clusters Score -2410250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2410260.000000 Penalty: 3233.032227
	Iteration 157Q: 3 clusters Score -2410260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -2410268.000000 Penalty: 3233.032227
	Iteration 158Q: 3 clusters Score -2410268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -2410273.000000 Penalty: 3233.032227
	Iteration 159Q: 3 clusters Score -2410273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2410273.750000 Penalty: 3233.032227
	Iteration 160F: 3 clusters Score -2410274 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2410281.250000 Penalty: 3233.032227
	Iteration 161Q: 3 clusters Score -2410281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -2410286.750000 Penalty: 3233.032227
	Iteration 162Q: 3 clusters Score -2410287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2410295.000000 Penalty: 3233.032227
	Iteration 163Q: 3 clusters Score -2410295 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2410294.750000 Penalty: 3233.032227
	Iteration 164Q: 3 clusters Score -2410295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2410299.250000 Penalty: 3233.032227
	Iteration 165Q: 3 clusters Score -2410299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2410300.500000 Penalty: 3233.032227
	Iteration 166Q: 3 clusters Score -2410300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -2410304.000000 Penalty: 3233.032227
	Iteration 167Q: 3 clusters Score -2410304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2410309.000000 Penalty: 3233.032227
	Iteration 168Q: 3 clusters Score -2410309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2410311.250000 Penalty: 3233.032227
	Iteration 169Q: 3 clusters Score -2410311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 19721 members 
Entering Unmasked Estep 
Score: -2410313.250000 Penalty: 3233.032227
	Iteration 170Q: 3 clusters Score -2410313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -2410313.750000 Penalty: 3233.032227
	Iteration 171Q: 3 clusters Score -2410314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2410310.500000 Penalty: 3233.032227
	Iteration 172Q: 3 clusters Score -2410310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -2410313.750000 Penalty: 3233.032227
	Iteration 173Q: 3 clusters Score -2410314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2410316.500000 Penalty: 3233.032227
	Iteration 174Q: 3 clusters Score -2410316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -2410317.000000 Penalty: 3233.032227
	Iteration 175Q: 3 clusters Score -2410317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -2410315.250000 Penalty: 3233.032227
	Iteration 176Q: 3 clusters Score -2410315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2410315.750000 Penalty: 3233.032227
	Iteration 177Q: 3 clusters Score -2410316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -2410315.250000 Penalty: 3233.032227
	Iteration 178Q: 3 clusters Score -2410315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2410314.750000 Penalty: 3233.032227
	Iteration 179Q: 3 clusters Score -2410315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2410315.250000 Penalty: 3233.032227
	Iteration 180F: 3 clusters Score -2410315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -107542.679688 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -107542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106108.007812 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -106108 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106342.335938 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -106342.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106409.539062 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -106409.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -106449.609375 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -106449.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -106474.117188 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -106474.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -106495.656250 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -106495.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106508.351562 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -106508.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -106519.187500 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -106519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106522.500000 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -106522.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106532.171875 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -106532.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106549.398438 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -106549.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -106561.265625 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -106561.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -106567.085938 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -106567.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106578.703125 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -106578.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -106592.296875 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -106592.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -106607.656250 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -106607.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106620.718750 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -106620.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106643.226562 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -106643.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -106667.828125 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -106667.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -106691.742188 Penalty: 2238.454590
	Iteration 19Q: 3 clusters Score -106691.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -106710.101562 Penalty: 2238.454590
	Iteration 20F: 3 clusters Score -106710.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106722.031250 Penalty: 2238.454590
	Iteration 21Q: 3 clusters Score -106722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -106737.414062 Penalty: 2238.454590
	Iteration 22Q: 3 clusters Score -106737.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106773.015625 Penalty: 2238.454590
	Iteration 23Q: 3 clusters Score -106773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -106800.531250 Penalty: 2238.454590
	Iteration 24Q: 3 clusters Score -106800.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106819.359375 Penalty: 2238.454590
	Iteration 25Q: 3 clusters Score -106819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -106842.968750 Penalty: 2238.454590
	Iteration 26Q: 3 clusters Score -106843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -106870.945312 Penalty: 2238.454590
	Iteration 27Q: 3 clusters Score -106870.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -106914.226562 Penalty: 2238.454590
	Iteration 28Q: 3 clusters Score -106914.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -106942.867188 Penalty: 2238.454590
	Iteration 29Q: 3 clusters Score -106942.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106957.687500 Penalty: 2238.454590
	Iteration 30Q: 3 clusters Score -106957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106974.585938 Penalty: 2238.454590
	Iteration 31Q: 3 clusters Score -106974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -106988.414062 Penalty: 2238.454590
	Iteration 32Q: 3 clusters Score -106988.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -107005.218750 Penalty: 2238.454590
	Iteration 33Q: 3 clusters Score -107005.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -107021.375000 Penalty: 2238.454590
	Iteration 34Q: 3 clusters Score -107021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -107027.976562 Penalty: 2238.454590
	Iteration 35Q: 3 clusters Score -107028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -107035.171875 Penalty: 2238.454590
	Iteration 36Q: 3 clusters Score -107035.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -107047.734375 Penalty: 2238.454590
	Iteration 37Q: 3 clusters Score -107047.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -107059.351562 Penalty: 2238.454590
	Iteration 38Q: 3 clusters Score -107059.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -107068.156250 Penalty: 2238.454590
	Iteration 39Q: 3 clusters Score -107068.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -107072.703125 Penalty: 2238.454590
	Iteration 40F: 3 clusters Score -107072.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -107079.671875 Penalty: 2238.454590
	Iteration 41Q: 3 clusters Score -107079.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -107080.335938 Penalty: 2238.454590
	Iteration 42Q: 3 clusters Score -107080.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -107083.117188 Penalty: 2238.454590
	Iteration 43Q: 3 clusters Score -107083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -107088.031250 Penalty: 2238.454590
	Iteration 44Q: 3 clusters Score -107088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -107094.898438 Penalty: 2238.454590
	Iteration 45Q: 3 clusters Score -107094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -107102.445312 Penalty: 2238.454590
	Iteration 46Q: 3 clusters Score -107102.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107103.015625 Penalty: 2238.454590
	Iteration 47Q: 3 clusters Score -107103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -107103.015625 Penalty: 2238.454590
	Iteration 48F: 3 clusters Score -107103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -170018.156250 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -170018.2 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 783 members 
Entering Unmasked Estep 
Score: -168239.187500 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -168239.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -168723.078125 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -168723.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -168987.531250 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -168987.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -169190.734375 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -169190.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -169338.515625 Penalty: 2388.081787
	Iteration 4F: 3 clusters Score -169338.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -169428.390625 Penalty: 2388.081787
	Iteration 5F: 3 clusters Score -169428.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -169482.859375 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -169482.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -169512.046875 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -169512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -169529.312500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -169529.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -169540.953125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -169541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -169550.281250 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -169550.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -169557.640625 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -169557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -169558.531250 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -169558.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -169559.218750 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -169559.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169562.578125 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -169562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -169565.390625 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -169565.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -169567.109375 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -169567.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169567.625000 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -169567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -169567.625000 Penalty: 2388.081787
	Iteration 18F: 3 clusters Score -169567.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -544802.125000 Penalty: 1377.308716
	Iteration 0F: 2 clusters Score -544802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -540965.187500 Penalty: 2754.617432
	Iteration 0F: 3 clusters Score -540965.2 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -542033.625000 Penalty: 2754.617432
	Iteration 1F: 3 clusters Score -542033.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -542221.625000 Penalty: 2754.617432
	Iteration 2F: 3 clusters Score -542221.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -542343.000000 Penalty: 2754.617432
	Iteration 3F: 3 clusters Score -542343 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -542428.375000 Penalty: 2754.617432
	Iteration 4Q: 3 clusters Score -542428.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -542520.750000 Penalty: 2754.617432
	Iteration 5Q: 3 clusters Score -542520.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -542607.625000 Penalty: 2754.617432
	Iteration 6Q: 3 clusters Score -542607.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -542679.625000 Penalty: 2754.617432
	Iteration 7Q: 3 clusters Score -542679.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -542736.812500 Penalty: 2754.617432
	Iteration 8Q: 3 clusters Score -542736.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -542791.812500 Penalty: 2754.617432
	Iteration 9Q: 3 clusters Score -542791.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -542845.312500 Penalty: 2754.617432
	Iteration 10Q: 3 clusters Score -542845.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -542895.125000 Penalty: 2754.617432
	Iteration 11Q: 3 clusters Score -542895.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -542948.875000 Penalty: 2754.617432
	Iteration 12Q: 3 clusters Score -542948.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -542992.125000 Penalty: 2754.617432
	Iteration 13Q: 3 clusters Score -542992.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -543036.687500 Penalty: 2754.617432
	Iteration 14Q: 3 clusters Score -543036.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -543090.187500 Penalty: 2754.617432
	Iteration 15Q: 3 clusters Score -543090.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -543147.812500 Penalty: 2754.617432
	Iteration 16Q: 3 clusters Score -543147.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -543221.562500 Penalty: 2754.617432
	Iteration 17Q: 3 clusters Score -543221.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -543278.812500 Penalty: 2754.617432
	Iteration 18Q: 3 clusters Score -543278.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -543337.812500 Penalty: 2754.617432
	Iteration 19Q: 3 clusters Score -543337.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -543379.500000 Penalty: 2754.617432
	Iteration 20F: 3 clusters Score -543379.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -543414.187500 Penalty: 2754.617432
	Iteration 21Q: 3 clusters Score -543414.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -543445.125000 Penalty: 2754.617432
	Iteration 22Q: 3 clusters Score -543445.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -543464.562500 Penalty: 2754.617432
	Iteration 23Q: 3 clusters Score -543464.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -543482.812500 Penalty: 2754.617432
	Iteration 24Q: 3 clusters Score -543482.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -543498.000000 Penalty: 2754.617432
	Iteration 25Q: 3 clusters Score -543498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -543514.437500 Penalty: 2754.617432
	Iteration 26Q: 3 clusters Score -543514.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -543529.500000 Penalty: 2754.617432
	Iteration 27Q: 3 clusters Score -543529.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -543544.812500 Penalty: 2754.617432
	Iteration 28Q: 3 clusters Score -543544.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -543554.937500 Penalty: 2754.617432
	Iteration 29Q: 3 clusters Score -543554.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -543568.062500 Penalty: 2754.617432
	Iteration 30Q: 3 clusters Score -543568.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -543579.062500 Penalty: 2754.617432
	Iteration 31Q: 3 clusters Score -543579.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -543589.250000 Penalty: 2754.617432
	Iteration 32Q: 3 clusters Score -543589.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -543600.750000 Penalty: 2754.617432
	Iteration 33Q: 3 clusters Score -543600.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -543609.687500 Penalty: 2754.617432
	Iteration 34Q: 3 clusters Score -543609.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -543613.625000 Penalty: 2754.617432
	Iteration 35Q: 3 clusters Score -543613.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -543617.437500 Penalty: 2754.617432
	Iteration 36Q: 3 clusters Score -543617.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -543622.437500 Penalty: 2754.617432
	Iteration 37Q: 3 clusters Score -543622.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -543624.000000 Penalty: 2754.617432
	Iteration 38Q: 3 clusters Score -543624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -543624.312500 Penalty: 2754.617432
	Iteration 39Q: 3 clusters Score -543624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -543625.937500 Penalty: 2754.617432
	Iteration 40F: 3 clusters Score -543625.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -543627.812500 Penalty: 2754.617432
	Iteration 41Q: 3 clusters Score -543627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -543629.750000 Penalty: 2754.617432
	Iteration 42Q: 3 clusters Score -543629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -543630.687500 Penalty: 2754.617432
	Iteration 43Q: 3 clusters Score -543630.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -543630.812500 Penalty: 2754.617432
	Iteration 44Q: 3 clusters Score -543630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -543631.187500 Penalty: 2754.617432
	Iteration 45Q: 3 clusters Score -543631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -543633.312500 Penalty: 2754.617432
	Iteration 46Q: 3 clusters Score -543633.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -543635.437500 Penalty: 2754.617432
	Iteration 47Q: 3 clusters Score -543635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -543636.062500 Penalty: 2754.617432
	Iteration 48Q: 3 clusters Score -543636.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -543636.687500 Penalty: 2754.617432
	Iteration 49Q: 3 clusters Score -543636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -543638.437500 Penalty: 2754.617432
	Iteration 50Q: 3 clusters Score -543638.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -543640.000000 Penalty: 2754.617432
	Iteration 51Q: 3 clusters Score -543640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -543641.062500 Penalty: 2754.617432
	Iteration 52Q: 3 clusters Score -543641.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -543643.250000 Penalty: 2754.617432
	Iteration 53Q: 3 clusters Score -543643.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -543643.562500 Penalty: 2754.617432
	Iteration 54Q: 3 clusters Score -543643.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -543644.812500 Penalty: 2754.617432
	Iteration 55Q: 3 clusters Score -543644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -543646.062500 Penalty: 2754.617432
	Iteration 56Q: 3 clusters Score -543646.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -543648.875000 Penalty: 2754.617432
	Iteration 57Q: 3 clusters Score -543648.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -543650.687500 Penalty: 2754.617432
	Iteration 58Q: 3 clusters Score -543650.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -543650.687500 Penalty: 2754.617432
	Iteration 59F: 3 clusters Score -543650.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Entering Unmasked Estep 
Score: -228177.984375 Penalty: 1232.360474
	Iteration 0F: 2 clusters Score -228178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226160.046875 Penalty: 2464.720947
	Iteration 0F: 3 clusters Score -226160 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226553.031250 Penalty: 2464.720947
	Iteration 1F: 3 clusters Score -226553 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -226622.437500 Penalty: 2464.720947
	Iteration 2F: 3 clusters Score -226622.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226668.078125 Penalty: 2464.720947
	Iteration 3Q: 3 clusters Score -226668.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -226693.625000 Penalty: 2464.720947
	Iteration 4Q: 3 clusters Score -226693.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -226714.656250 Penalty: 2464.720947
	Iteration 5Q: 3 clusters Score -226714.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -226729.000000 Penalty: 2464.720947
	Iteration 6Q: 3 clusters Score -226729 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -226736.062500 Penalty: 2464.720947
	Iteration 7Q: 3 clusters Score -226736.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -226739.906250 Penalty: 2464.720947
	Iteration 8Q: 3 clusters Score -226739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -226744.281250 Penalty: 2464.720947
	Iteration 9Q: 3 clusters Score -226744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -226747.062500 Penalty: 2464.720947
	Iteration 10Q: 3 clusters Score -226747.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -226754.546875 Penalty: 2464.720947
	Iteration 11Q: 3 clusters Score -226754.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226759.531250 Penalty: 2464.720947
	Iteration 12Q: 3 clusters Score -226759.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -226762.296875 Penalty: 2464.720947
	Iteration 13Q: 3 clusters Score -226762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -226765.765625 Penalty: 2464.720947
	Iteration 14Q: 3 clusters Score -226765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -226768.421875 Penalty: 2464.720947
	Iteration 15Q: 3 clusters Score -226768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -226769.640625 Penalty: 2464.720947
	Iteration 16Q: 3 clusters Score -226769.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226769.781250 Penalty: 2464.720947
	Iteration 17Q: 3 clusters Score -226769.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226769.781250 Penalty: 2464.720947
	Iteration 18F: 3 clusters Score -226769.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Entering Unmasked Estep 
Score: -544499.562500 Penalty: 1391.724609
	Iteration 0F: 2 clusters Score -544499.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -540395.187500 Penalty: 2783.449219
	Iteration 0F: 3 clusters Score -540395.2 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -541811.312500 Penalty: 2783.449219
	Iteration 1F: 3 clusters Score -541811.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -542213.437500 Penalty: 2783.449219
	Iteration 2F: 3 clusters Score -542213.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -542543.375000 Penalty: 2783.449219
	Iteration 3F: 3 clusters Score -542543.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -542819.750000 Penalty: 2783.449219
	Iteration 4F: 3 clusters Score -542819.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -543052.437500 Penalty: 2783.449219
	Iteration 5F: 3 clusters Score -543052.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -543225.812500 Penalty: 2783.449219
	Iteration 6Q: 3 clusters Score -543225.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -543368.562500 Penalty: 2783.449219
	Iteration 7Q: 3 clusters Score -543368.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -543442.875000 Penalty: 2783.449219
	Iteration 8Q: 3 clusters Score -543442.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -543488.875000 Penalty: 2783.449219
	Iteration 9Q: 3 clusters Score -543488.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -543523.812500 Penalty: 2783.449219
	Iteration 10Q: 3 clusters Score -543523.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -543553.250000 Penalty: 2783.449219
	Iteration 11Q: 3 clusters Score -543553.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -543575.500000 Penalty: 2783.449219
	Iteration 12Q: 3 clusters Score -543575.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -543600.312500 Penalty: 2783.449219
	Iteration 13Q: 3 clusters Score -543600.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -543629.687500 Penalty: 2783.449219
	Iteration 14Q: 3 clusters Score -543629.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -543652.687500 Penalty: 2783.449219
	Iteration 15Q: 3 clusters Score -543652.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -543671.562500 Penalty: 2783.449219
	Iteration 16Q: 3 clusters Score -543671.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -543693.375000 Penalty: 2783.449219
	Iteration 17Q: 3 clusters Score -543693.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -543712.750000 Penalty: 2783.449219
	Iteration 18Q: 3 clusters Score -543712.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -543721.937500 Penalty: 2783.449219
	Iteration 19Q: 3 clusters Score -543721.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -543729.062500 Penalty: 2783.449219
	Iteration 20F: 3 clusters Score -543729.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -543733.500000 Penalty: 2783.449219
	Iteration 21Q: 3 clusters Score -543733.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -543736.937500 Penalty: 2783.449219
	Iteration 22Q: 3 clusters Score -543736.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -543740.000000 Penalty: 2783.449219
	Iteration 23Q: 3 clusters Score -543740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -543741.625000 Penalty: 2783.449219
	Iteration 24Q: 3 clusters Score -543741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -543742.312500 Penalty: 2783.449219
	Iteration 25Q: 3 clusters Score -543742.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -543743.437500 Penalty: 2783.449219
	Iteration 26Q: 3 clusters Score -543743.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -543743.375000 Penalty: 2783.449219
	Iteration 27Q: 3 clusters Score -543743.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -543743.562500 Penalty: 2783.449219
	Iteration 28Q: 3 clusters Score -543743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -543744.687500 Penalty: 2783.449219
	Iteration 29Q: 3 clusters Score -543744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -543745.312500 Penalty: 2783.449219
	Iteration 30Q: 3 clusters Score -543745.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -543744.812500 Penalty: 2783.449219
	Iteration 31Q: 3 clusters Score -543744.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -543746.750000 Penalty: 2783.449219
	Iteration 32Q: 3 clusters Score -543746.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -543746.437500 Penalty: 2783.449219
	Iteration 33Q: 3 clusters Score -543746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -543747.187500 Penalty: 2783.449219
	Iteration 34Q: 3 clusters Score -543747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -543747.687500 Penalty: 2783.449219
	Iteration 35Q: 3 clusters Score -543747.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -543748.187500 Penalty: 2783.449219
	Iteration 36Q: 3 clusters Score -543748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -543748.500000 Penalty: 2783.449219
	Iteration 37Q: 3 clusters Score -543748.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -543749.250000 Penalty: 2783.449219
	Iteration 38Q: 3 clusters Score -543749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -543750.000000 Penalty: 2783.449219
	Iteration 39Q: 3 clusters Score -543750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -543751.562500 Penalty: 2783.449219
	Iteration 40F: 3 clusters Score -543751.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -543751.125000 Penalty: 2783.449219
	Iteration 41Q: 3 clusters Score -543751.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -543751.750000 Penalty: 2783.449219
	Iteration 42Q: 3 clusters Score -543751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -543751.750000 Penalty: 2783.449219
	Iteration 43F: 3 clusters Score -543751.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -54021.925781 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -54021.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -52925.238281 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -52925.24 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -53273.664062 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -53273.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53459.441406 Penalty: 2070.773926
	Iteration 2F: 3 clusters Score -53459.44 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53605.031250 Penalty: 2070.773926
	Iteration 3F: 3 clusters Score -53605.03 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53647.691406 Penalty: 2070.773926
	Iteration 4Q: 3 clusters Score -53647.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53663.789062 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -53663.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53668.531250 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -53668.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53682.789062 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -53682.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53692.363281 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -53692.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53709.757812 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -53709.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53717.503906 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -53717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53719.781250 Penalty: 2070.773926
	Iteration 11Q: 3 clusters Score -53719.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53721.941406 Penalty: 2070.773926
	Iteration 12Q: 3 clusters Score -53721.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53721.941406 Penalty: 2070.773926
	Iteration 13F: 3 clusters Score -53721.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Entering Unmasked Estep 
Score: -1529137.875000 Penalty: 1542.495605
	Iteration 0F: 2 clusters Score -1529138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1520018.500000 Penalty: 3084.991211
	Iteration 0F: 3 clusters Score -1520018 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1523118.250000 Penalty: 3084.991211
	Iteration 1F: 3 clusters Score -1523118 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1523465.625000 Penalty: 3084.991211
	Iteration 2F: 3 clusters Score -1523466 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1523796.125000 Penalty: 3084.991211
	Iteration 3F: 3 clusters Score -1523796 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1524145.500000 Penalty: 3084.991211
	Iteration 4F: 3 clusters Score -1524146 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1524503.500000 Penalty: 3084.991211
	Iteration 5F: 3 clusters Score -1524504 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1524871.125000 Penalty: 3084.991211
	Iteration 6F: 3 clusters Score -1524871 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1525230.750000 Penalty: 3084.991211
	Iteration 7F: 3 clusters Score -1525231 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1525617.625000 Penalty: 3084.991211
	Iteration 8F: 3 clusters Score -1525618 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1525968.250000 Penalty: 3084.991211
	Iteration 9Q: 3 clusters Score -1525968 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1526250.250000 Penalty: 3084.991211
	Iteration 10Q: 3 clusters Score -1526250 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1526524.875000 Penalty: 3084.991211
	Iteration 11Q: 3 clusters Score -1526525 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1526781.750000 Penalty: 3084.991211
	Iteration 12Q: 3 clusters Score -1526782 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1527020.750000 Penalty: 3084.991211
	Iteration 13Q: 3 clusters Score -1527021 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1527229.875000 Penalty: 3084.991211
	Iteration 14Q: 3 clusters Score -1527230 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1527415.500000 Penalty: 3084.991211
	Iteration 15Q: 3 clusters Score -1527416 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1527555.750000 Penalty: 3084.991211
	Iteration 16Q: 3 clusters Score -1527556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1527647.625000 Penalty: 3084.991211
	Iteration 17Q: 3 clusters Score -1527648 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1527729.125000 Penalty: 3084.991211
	Iteration 18Q: 3 clusters Score -1527729 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1527795.875000 Penalty: 3084.991211
	Iteration 19Q: 3 clusters Score -1527796 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1527845.750000 Penalty: 3084.991211
	Iteration 20F: 3 clusters Score -1527846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1527885.375000 Penalty: 3084.991211
	Iteration 21Q: 3 clusters Score -1527885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1527904.250000 Penalty: 3084.991211
	Iteration 22Q: 3 clusters Score -1527904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1527922.875000 Penalty: 3084.991211
	Iteration 23Q: 3 clusters Score -1527923 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1527949.875000 Penalty: 3084.991211
	Iteration 24Q: 3 clusters Score -1527950 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1527966.500000 Penalty: 3084.991211
	Iteration 25Q: 3 clusters Score -1527966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -1527972.625000 Penalty: 3084.991211
	Iteration 26Q: 3 clusters Score -1527973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1527982.000000 Penalty: 3084.991211
	Iteration 27Q: 3 clusters Score -1527982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1527985.625000 Penalty: 3084.991211
	Iteration 28Q: 3 clusters Score -1527986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1527993.500000 Penalty: 3084.991211
	Iteration 29Q: 3 clusters Score -1527994 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1528002.000000 Penalty: 3084.991211
	Iteration 30Q: 3 clusters Score -1528002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1528012.125000 Penalty: 3084.991211
	Iteration 31Q: 3 clusters Score -1528012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1528017.625000 Penalty: 3084.991211
	Iteration 32Q: 3 clusters Score -1528018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1528023.875000 Penalty: 3084.991211
	Iteration 33Q: 3 clusters Score -1528024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1528022.875000 Penalty: 3084.991211
	Iteration 34Q: 3 clusters Score -1528023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1528026.375000 Penalty: 3084.991211
	Iteration 35Q: 3 clusters Score -1528026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1528033.625000 Penalty: 3084.991211
	Iteration 36Q: 3 clusters Score -1528034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1528034.000000 Penalty: 3084.991211
	Iteration 37Q: 3 clusters Score -1528034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1528031.375000 Penalty: 3084.991211
	Iteration 38Q: 3 clusters Score -1528031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1528032.375000 Penalty: 3084.991211
	Iteration 39Q: 3 clusters Score -1528032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1528034.125000 Penalty: 3084.991211
	Iteration 40F: 3 clusters Score -1528034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1528037.875000 Penalty: 3084.991211
	Iteration 41Q: 3 clusters Score -1528038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1528038.250000 Penalty: 3084.991211
	Iteration 42Q: 3 clusters Score -1528038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1528041.125000 Penalty: 3084.991211
	Iteration 43Q: 3 clusters Score -1528041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1528040.000000 Penalty: 3084.991211
	Iteration 44Q: 3 clusters Score -1528040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1528040.000000 Penalty: 3084.991211
	Iteration 45F: 3 clusters Score -1528040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -227361.406250 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -227361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -225275.484375 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -225275.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -225757.906250 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -225757.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -225846.453125 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -225846.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -225898.125000 Penalty: 2471.104736
	Iteration 3Q: 3 clusters Score -225898.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -225930.390625 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -225930.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -225957.343750 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -225957.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -225983.828125 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -225983.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226003.687500 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -226003.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -226020.281250 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -226020.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -226033.921875 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -226033.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -226044.109375 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -226044.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -226050.656250 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -226050.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -226055.656250 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -226055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -226059.796875 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -226059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226062.421875 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -226062.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -226065.921875 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -226065.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226066.453125 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -226066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -226066.468750 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -226066.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226067.000000 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -226067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -226067.000000 Penalty: 2471.104736
	Iteration 19F: 3 clusters Score -226067 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -614567.187500 Penalty: 1397.270752
	Iteration 0F: 2 clusters Score -614567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -610353.437500 Penalty: 2794.541504
	Iteration 0F: 3 clusters Score -610353.4 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -611646.750000 Penalty: 2794.541504
	Iteration 1F: 3 clusters Score -611646.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -612006.812500 Penalty: 2794.541504
	Iteration 2F: 3 clusters Score -612006.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -612247.750000 Penalty: 2794.541504
	Iteration 3F: 3 clusters Score -612247.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -612457.187500 Penalty: 2794.541504
	Iteration 4F: 3 clusters Score -612457.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -612649.312500 Penalty: 2794.541504
	Iteration 5Q: 3 clusters Score -612649.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -612827.812500 Penalty: 2794.541504
	Iteration 6Q: 3 clusters Score -612827.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -612985.875000 Penalty: 2794.541504
	Iteration 7Q: 3 clusters Score -612985.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -613120.687500 Penalty: 2794.541504
	Iteration 8Q: 3 clusters Score -613120.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -613216.250000 Penalty: 2794.541504
	Iteration 9Q: 3 clusters Score -613216.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -613279.625000 Penalty: 2794.541504
	Iteration 10Q: 3 clusters Score -613279.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -613329.312500 Penalty: 2794.541504
	Iteration 11Q: 3 clusters Score -613329.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -613364.000000 Penalty: 2794.541504
	Iteration 12Q: 3 clusters Score -613364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -613392.937500 Penalty: 2794.541504
	Iteration 13Q: 3 clusters Score -613392.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -613409.187500 Penalty: 2794.541504
	Iteration 14Q: 3 clusters Score -613409.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -613425.312500 Penalty: 2794.541504
	Iteration 15Q: 3 clusters Score -613425.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -613437.062500 Penalty: 2794.541504
	Iteration 16Q: 3 clusters Score -613437.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -613450.937500 Penalty: 2794.541504
	Iteration 17Q: 3 clusters Score -613450.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -613464.250000 Penalty: 2794.541504
	Iteration 18Q: 3 clusters Score -613464.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -613469.625000 Penalty: 2794.541504
	Iteration 19Q: 3 clusters Score -613469.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -613473.812500 Penalty: 2794.541504
	Iteration 20F: 3 clusters Score -613473.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -613477.937500 Penalty: 2794.541504
	Iteration 21Q: 3 clusters Score -613477.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -613480.875000 Penalty: 2794.541504
	Iteration 22Q: 3 clusters Score -613480.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -613486.125000 Penalty: 2794.541504
	Iteration 23Q: 3 clusters Score -613486.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -613494.437500 Penalty: 2794.541504
	Iteration 24Q: 3 clusters Score -613494.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -613498.125000 Penalty: 2794.541504
	Iteration 25Q: 3 clusters Score -613498.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -613501.625000 Penalty: 2794.541504
	Iteration 26Q: 3 clusters Score -613501.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -613505.000000 Penalty: 2794.541504
	Iteration 27Q: 3 clusters Score -613505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -613507.437500 Penalty: 2794.541504
	Iteration 28Q: 3 clusters Score -613507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -613509.687500 Penalty: 2794.541504
	Iteration 29Q: 3 clusters Score -613509.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -613512.437500 Penalty: 2794.541504
	Iteration 30Q: 3 clusters Score -613512.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -613515.062500 Penalty: 2794.541504
	Iteration 31Q: 3 clusters Score -613515.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -613517.875000 Penalty: 2794.541504
	Iteration 32Q: 3 clusters Score -613517.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -613519.687500 Penalty: 2794.541504
	Iteration 33Q: 3 clusters Score -613519.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -613523.250000 Penalty: 2794.541504
	Iteration 34Q: 3 clusters Score -613523.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -613525.562500 Penalty: 2794.541504
	Iteration 35Q: 3 clusters Score -613525.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -613527.375000 Penalty: 2794.541504
	Iteration 36Q: 3 clusters Score -613527.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -613530.062500 Penalty: 2794.541504
	Iteration 37Q: 3 clusters Score -613530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -613529.000000 Penalty: 2794.541504
	Iteration 38Q: 3 clusters Score -613529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -613531.312500 Penalty: 2794.541504
	Iteration 39Q: 3 clusters Score -613531.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -613531.875000 Penalty: 2794.541504
	Iteration 40F: 3 clusters Score -613531.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -613533.500000 Penalty: 2794.541504
	Iteration 41Q: 3 clusters Score -613533.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -613535.437500 Penalty: 2794.541504
	Iteration 42Q: 3 clusters Score -613535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -613536.375000 Penalty: 2794.541504
	Iteration 43Q: 3 clusters Score -613536.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -613538.625000 Penalty: 2794.541504
	Iteration 44Q: 3 clusters Score -613538.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -613541.000000 Penalty: 2794.541504
	Iteration 45Q: 3 clusters Score -613541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -613543.125000 Penalty: 2794.541504
	Iteration 46Q: 3 clusters Score -613543.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -613546.687500 Penalty: 2794.541504
	Iteration 47Q: 3 clusters Score -613546.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -613546.875000 Penalty: 2794.541504
	Iteration 48Q: 3 clusters Score -613546.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -613547.125000 Penalty: 2794.541504
	Iteration 49Q: 3 clusters Score -613547.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -613550.750000 Penalty: 2794.541504
	Iteration 50Q: 3 clusters Score -613550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -613552.375000 Penalty: 2794.541504
	Iteration 51Q: 3 clusters Score -613552.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -613557.750000 Penalty: 2794.541504
	Iteration 52Q: 3 clusters Score -613557.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -613561.812500 Penalty: 2794.541504
	Iteration 53Q: 3 clusters Score -613561.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -613568.437500 Penalty: 2794.541504
	Iteration 54Q: 3 clusters Score -613568.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -613576.250000 Penalty: 2794.541504
	Iteration 55Q: 3 clusters Score -613576.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -613583.687500 Penalty: 2794.541504
	Iteration 56Q: 3 clusters Score -613583.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -613597.437500 Penalty: 2794.541504
	Iteration 57Q: 3 clusters Score -613597.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -613614.062500 Penalty: 2794.541504
	Iteration 58Q: 3 clusters Score -613614.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -613629.312500 Penalty: 2794.541504
	Iteration 59Q: 3 clusters Score -613629.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -613647.250000 Penalty: 2794.541504
	Iteration 60F: 3 clusters Score -613647.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -613663.937500 Penalty: 2794.541504
	Iteration 61Q: 3 clusters Score -613663.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -613680.625000 Penalty: 2794.541504
	Iteration 62Q: 3 clusters Score -613680.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -613695.687500 Penalty: 2794.541504
	Iteration 63Q: 3 clusters Score -613695.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -613714.187500 Penalty: 2794.541504
	Iteration 64Q: 3 clusters Score -613714.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -613731.875000 Penalty: 2794.541504
	Iteration 65Q: 3 clusters Score -613731.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -613753.562500 Penalty: 2794.541504
	Iteration 66Q: 3 clusters Score -613753.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -613774.687500 Penalty: 2794.541504
	Iteration 67Q: 3 clusters Score -613774.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -613797.812500 Penalty: 2794.541504
	Iteration 68Q: 3 clusters Score -613797.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -613820.500000 Penalty: 2794.541504
	Iteration 69Q: 3 clusters Score -613820.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -613835.062500 Penalty: 2794.541504
	Iteration 70Q: 3 clusters Score -613835.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -613855.500000 Penalty: 2794.541504
	Iteration 71Q: 3 clusters Score -613855.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -613869.625000 Penalty: 2794.541504
	Iteration 72Q: 3 clusters Score -613869.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -613882.812500 Penalty: 2794.541504
	Iteration 73Q: 3 clusters Score -613882.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -613891.875000 Penalty: 2794.541504
	Iteration 74Q: 3 clusters Score -613891.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -613901.750000 Penalty: 2794.541504
	Iteration 75Q: 3 clusters Score -613901.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -613907.500000 Penalty: 2794.541504
	Iteration 76Q: 3 clusters Score -613907.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -613917.625000 Penalty: 2794.541504
	Iteration 77Q: 3 clusters Score -613917.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -613926.937500 Penalty: 2794.541504
	Iteration 78Q: 3 clusters Score -613926.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -613934.750000 Penalty: 2794.541504
	Iteration 79Q: 3 clusters Score -613934.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -613948.125000 Penalty: 2794.541504
	Iteration 80F: 3 clusters Score -613948.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -613953.750000 Penalty: 2794.541504
	Iteration 81Q: 3 clusters Score -613953.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -613962.250000 Penalty: 2794.541504
	Iteration 82Q: 3 clusters Score -613962.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -613970.187500 Penalty: 2794.541504
	Iteration 83Q: 3 clusters Score -613970.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -613978.437500 Penalty: 2794.541504
	Iteration 84Q: 3 clusters Score -613978.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -613984.500000 Penalty: 2794.541504
	Iteration 85Q: 3 clusters Score -613984.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -613987.875000 Penalty: 2794.541504
	Iteration 86Q: 3 clusters Score -613987.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -613991.875000 Penalty: 2794.541504
	Iteration 87Q: 3 clusters Score -613991.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -613994.375000 Penalty: 2794.541504
	Iteration 88Q: 3 clusters Score -613994.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -613994.750000 Penalty: 2794.541504
	Iteration 89Q: 3 clusters Score -613994.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -613995.062500 Penalty: 2794.541504
	Iteration 90Q: 3 clusters Score -613995.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -613995.812500 Penalty: 2794.541504
	Iteration 91Q: 3 clusters Score -613995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -613996.187500 Penalty: 2794.541504
	Iteration 92Q: 3 clusters Score -613996.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -613998.187500 Penalty: 2794.541504
	Iteration 93Q: 3 clusters Score -613998.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -613998.750000 Penalty: 2794.541504
	Iteration 94Q: 3 clusters Score -613998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -613999.375000 Penalty: 2794.541504
	Iteration 95Q: 3 clusters Score -613999.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -613999.750000 Penalty: 2794.541504
	Iteration 96Q: 3 clusters Score -613999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -613999.687500 Penalty: 2794.541504
	Iteration 97Q: 3 clusters Score -613999.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -614000.250000 Penalty: 2794.541504
	Iteration 98Q: 3 clusters Score -614000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -614000.437500 Penalty: 2794.541504
	Iteration 99Q: 3 clusters Score -614000.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -614001.625000 Penalty: 2794.541504
	Iteration 100F: 3 clusters Score -614001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -614003.312500 Penalty: 2794.541504
	Iteration 101Q: 3 clusters Score -614003.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -614003.750000 Penalty: 2794.541504
	Iteration 102Q: 3 clusters Score -614003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -614004.687500 Penalty: 2794.541504
	Iteration 103Q: 3 clusters Score -614004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -614004.625000 Penalty: 2794.541504
	Iteration 104Q: 3 clusters Score -614004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -614004.375000 Penalty: 2794.541504
	Iteration 105Q: 3 clusters Score -614004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -614004.875000 Penalty: 2794.541504
	Iteration 106Q: 3 clusters Score -614004.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -614005.250000 Penalty: 2794.541504
	Iteration 107Q: 3 clusters Score -614005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -614006.875000 Penalty: 2794.541504
	Iteration 108Q: 3 clusters Score -614006.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -614006.500000 Penalty: 2794.541504
	Iteration 109Q: 3 clusters Score -614006.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -614007.750000 Penalty: 2794.541504
	Iteration 110Q: 3 clusters Score -614007.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -614008.937500 Penalty: 2794.541504
	Iteration 111Q: 3 clusters Score -614008.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -614008.687500 Penalty: 2794.541504
	Iteration 112Q: 3 clusters Score -614008.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -614011.000000 Penalty: 2794.541504
	Iteration 113Q: 3 clusters Score -614011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -614013.937500 Penalty: 2794.541504
	Iteration 114Q: 3 clusters Score -614013.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -614016.750000 Penalty: 2794.541504
	Iteration 115Q: 3 clusters Score -614016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -614017.687500 Penalty: 2794.541504
	Iteration 116Q: 3 clusters Score -614017.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -614017.937500 Penalty: 2794.541504
	Iteration 117Q: 3 clusters Score -614017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -614017.500000 Penalty: 2794.541504
	Iteration 118Q: 3 clusters Score -614017.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -614017.500000 Penalty: 2794.541504
	Iteration 119F: 3 clusters Score -614017.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -296180.875000 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -296180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -293749.187500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -293749.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -294239.062500 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -294239.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -294330.062500 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -294330.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -294390.000000 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -294390 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -294432.656250 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -294432.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -294466.062500 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -294466.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -294500.812500 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -294500.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -294539.718750 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -294539.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -294576.656250 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -294576.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -294606.781250 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -294606.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -294642.000000 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -294642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -294678.593750 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -294678.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -294713.062500 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -294713.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -294741.937500 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -294741.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -294767.718750 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -294767.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -294792.781250 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -294792.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -294810.875000 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -294810.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -294826.656250 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -294826.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -294843.875000 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -294843.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -294861.343750 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -294861.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -294872.500000 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -294872.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -294880.031250 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -294880 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -294893.187500 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -294893.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -294908.156250 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -294908.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -294917.500000 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -294917.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -294931.406250 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -294931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -294946.312500 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -294946.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -294959.406250 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -294959.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -294972.156250 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -294972.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -294988.625000 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -294988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -295003.437500 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -295003.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -295020.125000 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -295020.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -295034.406250 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -295034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -295039.500000 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -295039.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -295041.500000 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -295041.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -295045.656250 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -295045.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -295049.187500 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -295049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -295052.406250 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -295052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -295055.156250 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -295055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -295057.312500 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -295057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295061.062500 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -295061.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -295061.562500 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -295061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -295061.875000 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -295061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -295064.343750 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -295064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -295065.000000 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -295065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -295065.000000 Penalty: 2552.800049
	Iteration 45F: 3 clusters Score -295065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44373 members 
Entering Unmasked Estep 
Score: -5173007.000000 Penalty: 1738.812744
	Iteration 0F: 2 clusters Score -5173007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -5143414.000000 Penalty: 3477.625488
	Iteration 0F: 3 clusters Score -5143414 nChanged 20630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -5154826.500000 Penalty: 3477.625488
	Iteration 1F: 3 clusters Score -5154826 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -5155207.500000 Penalty: 3477.625488
	Iteration 2Q: 3 clusters Score -5155208 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -5155655.500000 Penalty: 3477.625488
	Iteration 3Q: 3 clusters Score -5155656 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -5156246.500000 Penalty: 3477.625488
	Iteration 4Q: 3 clusters Score -5156246 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5156975.000000 Penalty: 3477.625488
	Iteration 5Q: 3 clusters Score -5156975 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -5157917.000000 Penalty: 3477.625488
	Iteration 6Q: 3 clusters Score -5157917 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -5159275.000000 Penalty: 3477.625488
	Iteration 7F: 3 clusters Score -5159275 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -5160891.000000 Penalty: 3477.625488
	Iteration 8F: 3 clusters Score -5160891 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -5162886.000000 Penalty: 3477.625488
	Iteration 9F: 3 clusters Score -5162886 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5164908.000000 Penalty: 3477.625488
	Iteration 10F: 3 clusters Score -5164908 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -5166547.000000 Penalty: 3477.625488
	Iteration 11Q: 3 clusters Score -5166547 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -5167705.500000 Penalty: 3477.625488
	Iteration 12Q: 3 clusters Score -5167706 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -5168326.500000 Penalty: 3477.625488
	Iteration 13Q: 3 clusters Score -5168326 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -5168829.000000 Penalty: 3477.625488
	Iteration 14Q: 3 clusters Score -5168829 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -5169210.000000 Penalty: 3477.625488
	Iteration 15Q: 3 clusters Score -5169210 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -5169514.500000 Penalty: 3477.625488
	Iteration 16Q: 3 clusters Score -5169514 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39430 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -5169830.500000 Penalty: 3477.625488
	Iteration 17Q: 3 clusters Score -5169830 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -5170096.500000 Penalty: 3477.625488
	Iteration 18Q: 3 clusters Score -5170096 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5170336.000000 Penalty: 3477.625488
	Iteration 19Q: 3 clusters Score -5170336 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5170530.000000 Penalty: 3477.625488
	Iteration 20F: 3 clusters Score -5170530 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5170692.500000 Penalty: 3477.625488
	Iteration 21Q: 3 clusters Score -5170692 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -5170820.500000 Penalty: 3477.625488
	Iteration 22Q: 3 clusters Score -5170820 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -5170944.500000 Penalty: 3477.625488
	Iteration 23Q: 3 clusters Score -5170944 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5171066.500000 Penalty: 3477.625488
	Iteration 24Q: 3 clusters Score -5171066 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -5171165.500000 Penalty: 3477.625488
	Iteration 25Q: 3 clusters Score -5171166 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5171238.500000 Penalty: 3477.625488
	Iteration 26Q: 3 clusters Score -5171238 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5171295.500000 Penalty: 3477.625488
	Iteration 27Q: 3 clusters Score -5171296 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5171343.000000 Penalty: 3477.625488
	Iteration 28Q: 3 clusters Score -5171343 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5171376.000000 Penalty: 3477.625488
	Iteration 29Q: 3 clusters Score -5171376 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -5171389.500000 Penalty: 3477.625488
	Iteration 30Q: 3 clusters Score -5171390 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -5171416.500000 Penalty: 3477.625488
	Iteration 31Q: 3 clusters Score -5171416 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -5171456.500000 Penalty: 3477.625488
	Iteration 32Q: 3 clusters Score -5171456 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5171464.500000 Penalty: 3477.625488
	Iteration 33Q: 3 clusters Score -5171464 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -5171489.000000 Penalty: 3477.625488
	Iteration 34Q: 3 clusters Score -5171489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5171516.500000 Penalty: 3477.625488
	Iteration 35Q: 3 clusters Score -5171516 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5171541.500000 Penalty: 3477.625488
	Iteration 36Q: 3 clusters Score -5171542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5171554.000000 Penalty: 3477.625488
	Iteration 37Q: 3 clusters Score -5171554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -5171562.500000 Penalty: 3477.625488
	Iteration 38Q: 3 clusters Score -5171562 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5171579.500000 Penalty: 3477.625488
	Iteration 39Q: 3 clusters Score -5171580 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5171591.500000 Penalty: 3477.625488
	Iteration 40F: 3 clusters Score -5171592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5171589.000000 Penalty: 3477.625488
	Iteration 41Q: 3 clusters Score -5171589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5171603.500000 Penalty: 3477.625488
	Iteration 42Q: 3 clusters Score -5171604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5171604.000000 Penalty: 3477.625488
	Iteration 43Q: 3 clusters Score -5171604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5171613.000000 Penalty: 3477.625488
	Iteration 44Q: 3 clusters Score -5171613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -5171609.500000 Penalty: 3477.625488
	Iteration 45Q: 3 clusters Score -5171610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5171617.000000 Penalty: 3477.625488
	Iteration 46Q: 3 clusters Score -5171617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5171620.500000 Penalty: 3477.625488
	Iteration 47Q: 3 clusters Score -5171620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -5171626.000000 Penalty: 3477.625488
	Iteration 48Q: 3 clusters Score -5171626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -5171629.500000 Penalty: 3477.625488
	Iteration 49Q: 3 clusters Score -5171630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5171630.000000 Penalty: 3477.625488
	Iteration 50Q: 3 clusters Score -5171630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5171628.500000 Penalty: 3477.625488
	Iteration 51Q: 3 clusters Score -5171628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5171631.000000 Penalty: 3477.625488
	Iteration 52Q: 3 clusters Score -5171631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5171629.500000 Penalty: 3477.625488
	Iteration 53Q: 3 clusters Score -5171630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5171629.500000 Penalty: 3477.625488
	Iteration 54Q: 3 clusters Score -5171630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -5171634.500000 Penalty: 3477.625488
	Iteration 55Q: 3 clusters Score -5171634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5171630.000000 Penalty: 3477.625488
	Iteration 56Q: 3 clusters Score -5171630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5171636.500000 Penalty: 3477.625488
	Iteration 57Q: 3 clusters Score -5171636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -5171637.500000 Penalty: 3477.625488
	Iteration 58Q: 3 clusters Score -5171638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5171639.000000 Penalty: 3477.625488
	Iteration 59Q: 3 clusters Score -5171639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5171642.000000 Penalty: 3477.625488
	Iteration 60F: 3 clusters Score -5171642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5171640.500000 Penalty: 3477.625488
	Iteration 61Q: 3 clusters Score -5171640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -5171640.500000 Penalty: 3477.625488
	Iteration 62F: 3 clusters Score -5171640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Entering Unmasked Estep 
Score: -868898.562500 Penalty: 1454.377319
	Iteration 0F: 2 clusters Score -868898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -863134.937500 Penalty: 2908.754639
	Iteration 0F: 3 clusters Score -863134.9 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -864854.812500 Penalty: 2908.754639
	Iteration 1F: 3 clusters Score -864854.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -865061.375000 Penalty: 2908.754639
	Iteration 2F: 3 clusters Score -865061.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -865230.750000 Penalty: 2908.754639
	Iteration 3Q: 3 clusters Score -865230.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -865392.687500 Penalty: 2908.754639
	Iteration 4Q: 3 clusters Score -865392.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -865589.687500 Penalty: 2908.754639
	Iteration 5Q: 3 clusters Score -865589.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -865796.187500 Penalty: 2908.754639
	Iteration 6Q: 3 clusters Score -865796.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -865971.750000 Penalty: 2908.754639
	Iteration 7Q: 3 clusters Score -865971.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -866143.812500 Penalty: 2908.754639
	Iteration 8Q: 3 clusters Score -866143.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -866308.500000 Penalty: 2908.754639
	Iteration 9Q: 3 clusters Score -866308.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -866475.687500 Penalty: 2908.754639
	Iteration 10Q: 3 clusters Score -866475.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -866647.750000 Penalty: 2908.754639
	Iteration 11Q: 3 clusters Score -866647.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -866827.812500 Penalty: 2908.754639
	Iteration 12Q: 3 clusters Score -866827.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -867026.687500 Penalty: 2908.754639
	Iteration 13Q: 3 clusters Score -867026.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -867230.687500 Penalty: 2908.754639
	Iteration 14Q: 3 clusters Score -867230.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -867443.125000 Penalty: 2908.754639
	Iteration 15Q: 3 clusters Score -867443.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -867655.375000 Penalty: 2908.754639
	Iteration 16Q: 3 clusters Score -867655.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -867813.812500 Penalty: 2908.754639
	Iteration 17Q: 3 clusters Score -867813.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -867943.937500 Penalty: 2908.754639
	Iteration 18Q: 3 clusters Score -867943.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -868034.625000 Penalty: 2908.754639
	Iteration 19Q: 3 clusters Score -868034.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -868112.125000 Penalty: 2908.754639
	Iteration 20F: 3 clusters Score -868112.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -868169.625000 Penalty: 2908.754639
	Iteration 21Q: 3 clusters Score -868169.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -868211.562500 Penalty: 2908.754639
	Iteration 22Q: 3 clusters Score -868211.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -868241.437500 Penalty: 2908.754639
	Iteration 23Q: 3 clusters Score -868241.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -868266.500000 Penalty: 2908.754639
	Iteration 24Q: 3 clusters Score -868266.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -868286.937500 Penalty: 2908.754639
	Iteration 25Q: 3 clusters Score -868286.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -868305.187500 Penalty: 2908.754639
	Iteration 26Q: 3 clusters Score -868305.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -868323.437500 Penalty: 2908.754639
	Iteration 27Q: 3 clusters Score -868323.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -868343.875000 Penalty: 2908.754639
	Iteration 28Q: 3 clusters Score -868343.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -868364.687500 Penalty: 2908.754639
	Iteration 29Q: 3 clusters Score -868364.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -868392.812500 Penalty: 2908.754639
	Iteration 30Q: 3 clusters Score -868392.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -868420.187500 Penalty: 2908.754639
	Iteration 31Q: 3 clusters Score -868420.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -868437.125000 Penalty: 2908.754639
	Iteration 32Q: 3 clusters Score -868437.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -868450.687500 Penalty: 2908.754639
	Iteration 33Q: 3 clusters Score -868450.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -868459.562500 Penalty: 2908.754639
	Iteration 34Q: 3 clusters Score -868459.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -868463.875000 Penalty: 2908.754639
	Iteration 35Q: 3 clusters Score -868463.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -868463.312500 Penalty: 2908.754639
	Iteration 36Q: 3 clusters Score -868463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -868463.750000 Penalty: 2908.754639
	Iteration 37Q: 3 clusters Score -868463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -868465.750000 Penalty: 2908.754639
	Iteration 38Q: 3 clusters Score -868465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -868466.312500 Penalty: 2908.754639
	Iteration 39Q: 3 clusters Score -868466.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -868466.500000 Penalty: 2908.754639
	Iteration 40F: 3 clusters Score -868466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -868466.937500 Penalty: 2908.754639
	Iteration 41Q: 3 clusters Score -868466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -868466.937500 Penalty: 2908.754639
	Iteration 42F: 3 clusters Score -868466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88139 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26553 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 16156 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4346 members 
Mstep: Class 19 contains 4539 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5242 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127588.000000 Penalty: 81109.929688
Iteration 159Q: 40 clusters Score -4.012759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26551 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20978 members 
Mstep: Class 15 contains 16163 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4347 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5911 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5243 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44372 members 
Mstep: Class 39 contains 7709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127584.000000 Penalty: 81109.929688
Iteration 160F: 40 clusters Score -4.012758e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26552 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20976 members 
Mstep: Class 15 contains 16170 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4348 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5900 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44372 members 
Mstep: Class 39 contains 7711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127588.000000 Penalty: 81109.929688
Iteration 161Q: 40 clusters Score -4.012759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26553 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20972 members 
Mstep: Class 15 contains 16182 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5890 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1966 members 
Mstep: Class 32 contains 5244 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13257 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44372 members 
Mstep: Class 39 contains 7713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127604.000000 Penalty: 81109.929688
Iteration 162Q: 40 clusters Score -4.01276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88138 members 
Mstep: Class 4 contains 13373 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26553 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20972 members 
Mstep: Class 15 contains 16188 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12894 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5883 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5245 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13256 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44371 members 
Mstep: Class 39 contains 7715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127572.000000 Penalty: 81109.929688
Iteration 163Q: 40 clusters Score -4.012757e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26558 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20972 members 
Mstep: Class 15 contains 16188 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12894 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5882 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13256 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127552.000000 Penalty: 81109.929688
Iteration 164Q: 40 clusters Score -4.012755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20972 members 
Mstep: Class 15 contains 16191 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5879 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13256 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127556.000000 Penalty: 81109.929688
Iteration 165Q: 40 clusters Score -4.012756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88135 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26556 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20972 members 
Mstep: Class 15 contains 16193 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5877 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5246 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13256 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127544.000000 Penalty: 81109.929688
Iteration 166Q: 40 clusters Score -4.012754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26556 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16199 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5874 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127544.000000 Penalty: 81109.929688
Iteration 167Q: 40 clusters Score -4.012754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88132 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16202 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5871 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127548.000000 Penalty: 81109.929688
Iteration 168Q: 40 clusters Score -4.012755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88132 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20907 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5248 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127556.000000 Penalty: 81109.929688
Iteration 169Q: 40 clusters Score -4.012756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88132 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5869 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127556.000000 Penalty: 81109.929688
Iteration 170Q: 40 clusters Score -4.012756e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88132 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5251 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127552.000000 Penalty: 81109.929688
Iteration 171Q: 40 clusters Score -4.012755e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127552.000000 Penalty: 81109.929688
Iteration 172Q: 40 clusters Score -4.012755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127552.000000 Penalty: 81109.929688
Iteration 173F: 40 clusters Score -4.012755e+07 nChanged 0
Entering ConstructFrom: 
Score: -40127552.000000 Penalty: 81109.929688
Entering ConstructFrom: 
Trying to split cluster 1 (711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Entering Unmasked Estep 
Score: -47961.261719 Penalty: 1067.084229
	Iteration 0F: 2 clusters Score -47961.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -46951.882812 Penalty: 2134.168457
	Iteration 0F: 3 clusters Score -46951.88 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -47491.812500 Penalty: 2134.168457
	Iteration 1F: 3 clusters Score -47491.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -47880.656250 Penalty: 2134.168457
	Iteration 2F: 3 clusters Score -47880.66 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -48116.558594 Penalty: 2134.168457
	Iteration 3F: 3 clusters Score -48116.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -48317.941406 Penalty: 2134.168457
	Iteration 4F: 3 clusters Score -48317.94 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -48387.515625 Penalty: 2134.168457
	Iteration 5F: 3 clusters Score -48387.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -48408.281250 Penalty: 2134.168457
	Iteration 6Q: 3 clusters Score -48408.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -48416.402344 Penalty: 2134.168457
	Iteration 7Q: 3 clusters Score -48416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -48423.433594 Penalty: 2134.168457
	Iteration 8Q: 3 clusters Score -48423.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -48425.585938 Penalty: 2134.168457
	Iteration 9Q: 3 clusters Score -48425.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -48426.382812 Penalty: 2134.168457
	Iteration 10Q: 3 clusters Score -48426.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -48426.871094 Penalty: 2134.168457
	Iteration 11Q: 3 clusters Score -48426.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -48426.871094 Penalty: 2134.168457
	Iteration 12F: 3 clusters Score -48426.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Mstep: Class 40 contains 519 members 
Entering Unmasked Estep 
Score: -40126984.000000 Penalty: 83189.664062
Splitting cluster 1 changes total score from -40127552.000000 to -40126984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -131262.421875 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -131262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -129704.820312 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -129704.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -130082.039062 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -130082 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130278.750000 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -130278.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -130448.148438 Penalty: 2306.703369
	Iteration 3F: 3 clusters Score -130448.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -130583.312500 Penalty: 2306.703369
	Iteration 4Q: 3 clusters Score -130583.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -130874.992188 Penalty: 2306.703369
	Iteration 5F: 3 clusters Score -130875 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -131110.546875 Penalty: 2306.703369
	Iteration 6Q: 3 clusters Score -131110.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -131169.515625 Penalty: 2306.703369
	Iteration 7Q: 3 clusters Score -131169.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -131226.796875 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -131226.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -131294.484375 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -131294.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -131357.937500 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -131357.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -131405.546875 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -131405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -131440.421875 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -131440.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -131472.375000 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -131472.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -131487.046875 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -131487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -131491.468750 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -131491.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -131492.000000 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -131492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -131492.656250 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -131492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -131493.046875 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -131493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131493.484375 Penalty: 2306.703369
	Iteration 19Q: 3 clusters Score -131493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -131493.484375 Penalty: 2306.703369
	Iteration 20F: 3 clusters Score -131493.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 393 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 20971 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Mstep: Class 40 contains 816 members 
Entering Unmasked Estep 
Score: -40126884.000000 Penalty: 83189.664062
Splitting cluster 2 changes total score from -40127552.000000 to -40126884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (88133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88133 members 
Entering Unmasked Estep 
Score: -10112463.000000 Penalty: 1850.322876
	Iteration 0F: 2 clusters Score -1.011246e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -10053439.000000 Penalty: 3700.645752
	Iteration 0F: 3 clusters Score -1.005344e+07 nChanged 42080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 46996 members 
Entering Unmasked Estep 
Score: -10078644.000000 Penalty: 3700.645752
	Iteration 1F: 3 clusters Score -1.007864e+07 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -10079669.000000 Penalty: 3700.645752
	Iteration 2Q: 3 clusters Score -1.007967e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 51994 members 
Entering Unmasked Estep 
Score: -10081145.000000 Penalty: 3700.645752
	Iteration 3Q: 3 clusters Score -1.008114e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 55990 members 
Entering Unmasked Estep 
Score: -10083410.000000 Penalty: 3700.645752
	Iteration 4F: 3 clusters Score -1.008341e+07 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 61409 members 
Entering Unmasked Estep 
Score: -10087099.000000 Penalty: 3700.645752
	Iteration 5F: 3 clusters Score -1.00871e+07 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 68064 members 
Entering Unmasked Estep 
Score: -10092584.000000 Penalty: 3700.645752
	Iteration 6F: 3 clusters Score -1.009258e+07 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -10099093.000000 Penalty: 3700.645752
	Iteration 7F: 3 clusters Score -1.009909e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 80539 members 
Entering Unmasked Estep 
Score: -10104625.000000 Penalty: 3700.645752
	Iteration 8F: 3 clusters Score -1.010462e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -10107850.000000 Penalty: 3700.645752
	Iteration 9Q: 3 clusters Score -1.010785e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 85738 members 
Entering Unmasked Estep 
Score: -10109337.000000 Penalty: 3700.645752
	Iteration 10Q: 3 clusters Score -1.010934e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 86669 members 
Entering Unmasked Estep 
Score: -10110093.000000 Penalty: 3700.645752
	Iteration 11Q: 3 clusters Score -1.011009e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 87134 members 
Entering Unmasked Estep 
Score: -10110418.000000 Penalty: 3700.645752
	Iteration 12Q: 3 clusters Score -1.011042e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -10110634.000000 Penalty: 3700.645752
	Iteration 13Q: 3 clusters Score -1.011063e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 87523 members 
Entering Unmasked Estep 
Score: -10110762.000000 Penalty: 3700.645752
	Iteration 14Q: 3 clusters Score -1.011076e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 87599 members 
Entering Unmasked Estep 
Score: -10110841.000000 Penalty: 3700.645752
	Iteration 15Q: 3 clusters Score -1.011084e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 87651 members 
Entering Unmasked Estep 
Score: -10110908.000000 Penalty: 3700.645752
	Iteration 16Q: 3 clusters Score -1.011091e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 87670 members 
Entering Unmasked Estep 
Score: -10110946.000000 Penalty: 3700.645752
	Iteration 17Q: 3 clusters Score -1.011095e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 87690 members 
Entering Unmasked Estep 
Score: -10110994.000000 Penalty: 3700.645752
	Iteration 18Q: 3 clusters Score -1.011099e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 87707 members 
Entering Unmasked Estep 
Score: -10111013.000000 Penalty: 3700.645752
	Iteration 19Q: 3 clusters Score -1.011101e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 87727 members 
Entering Unmasked Estep 
Score: -10111027.000000 Penalty: 3700.645752
	Iteration 20F: 3 clusters Score -1.011103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 87736 members 
Entering Unmasked Estep 
Score: -10111029.000000 Penalty: 3700.645752
	Iteration 21Q: 3 clusters Score -1.011103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -10111036.000000 Penalty: 3700.645752
	Iteration 22Q: 3 clusters Score -1.011104e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -10111039.000000 Penalty: 3700.645752
	Iteration 23Q: 3 clusters Score -1.011104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 87749 members 
Entering Unmasked Estep 
Score: -10111042.000000 Penalty: 3700.645752
	Iteration 24Q: 3 clusters Score -1.011104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 87752 members 
Entering Unmasked Estep 
Score: -10111045.000000 Penalty: 3700.645752
	Iteration 25Q: 3 clusters Score -1.011104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 87755 members 
Entering Unmasked Estep 
Score: -10111046.000000 Penalty: 3700.645752
	Iteration 26Q: 3 clusters Score -1.011105e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 87759 members 
Entering Unmasked Estep 
Score: -10111061.000000 Penalty: 3700.645752
	Iteration 27Q: 3 clusters Score -1.011106e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 87762 members 
Entering Unmasked Estep 
Score: -10111051.000000 Penalty: 3700.645752
	Iteration 28Q: 3 clusters Score -1.011105e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -10111055.000000 Penalty: 3700.645752
	Iteration 29Q: 3 clusters Score -1.011106e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 87766 members 
Entering Unmasked Estep 
Score: -10111053.000000 Penalty: 3700.645752
	Iteration 30Q: 3 clusters Score -1.011105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -10111051.000000 Penalty: 3700.645752
	Iteration 31Q: 3 clusters Score -1.011105e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 87767 members 
Entering Unmasked Estep 
Score: -10111051.000000 Penalty: 3700.645752
	Iteration 32F: 3 clusters Score -1.011105e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (13372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Entering Unmasked Estep 
Score: -1529658.125000 Penalty: 1543.899292
	Iteration 0F: 2 clusters Score -1529658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1520264.500000 Penalty: 3087.798584
	Iteration 0F: 3 clusters Score -1520264 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1523514.500000 Penalty: 3087.798584
	Iteration 1F: 3 clusters Score -1523514 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1523899.875000 Penalty: 3087.798584
	Iteration 2F: 3 clusters Score -1523900 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1524340.000000 Penalty: 3087.798584
	Iteration 3F: 3 clusters Score -1524340 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1524856.875000 Penalty: 3087.798584
	Iteration 4F: 3 clusters Score -1524857 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1525416.750000 Penalty: 3087.798584
	Iteration 5F: 3 clusters Score -1525417 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1525907.375000 Penalty: 3087.798584
	Iteration 6F: 3 clusters Score -1525907 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1526314.750000 Penalty: 3087.798584
	Iteration 7F: 3 clusters Score -1526315 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1526717.000000 Penalty: 3087.798584
	Iteration 8Q: 3 clusters Score -1526717 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1527023.000000 Penalty: 3087.798584
	Iteration 9Q: 3 clusters Score -1527023 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1527256.500000 Penalty: 3087.798584
	Iteration 10Q: 3 clusters Score -1527256 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1527487.000000 Penalty: 3087.798584
	Iteration 11Q: 3 clusters Score -1527487 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1527698.125000 Penalty: 3087.798584
	Iteration 12Q: 3 clusters Score -1527698 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1527858.000000 Penalty: 3087.798584
	Iteration 13Q: 3 clusters Score -1527858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1527976.625000 Penalty: 3087.798584
	Iteration 14Q: 3 clusters Score -1527977 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1528079.625000 Penalty: 3087.798584
	Iteration 15Q: 3 clusters Score -1528080 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1528180.500000 Penalty: 3087.798584
	Iteration 16Q: 3 clusters Score -1528180 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1528259.625000 Penalty: 3087.798584
	Iteration 17Q: 3 clusters Score -1528260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1528319.500000 Penalty: 3087.798584
	Iteration 18Q: 3 clusters Score -1528320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1528343.625000 Penalty: 3087.798584
	Iteration 19Q: 3 clusters Score -1528344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1528364.125000 Penalty: 3087.798584
	Iteration 20F: 3 clusters Score -1528364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1528373.125000 Penalty: 3087.798584
	Iteration 21Q: 3 clusters Score -1528373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1528381.875000 Penalty: 3087.798584
	Iteration 22Q: 3 clusters Score -1528382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1528391.875000 Penalty: 3087.798584
	Iteration 23Q: 3 clusters Score -1528392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1528396.250000 Penalty: 3087.798584
	Iteration 24Q: 3 clusters Score -1528396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1528402.375000 Penalty: 3087.798584
	Iteration 25Q: 3 clusters Score -1528402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1528404.750000 Penalty: 3087.798584
	Iteration 26Q: 3 clusters Score -1528405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1528408.875000 Penalty: 3087.798584
	Iteration 27Q: 3 clusters Score -1528409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1528411.125000 Penalty: 3087.798584
	Iteration 28Q: 3 clusters Score -1528411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1528412.125000 Penalty: 3087.798584
	Iteration 29Q: 3 clusters Score -1528412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1528412.625000 Penalty: 3087.798584
	Iteration 30Q: 3 clusters Score -1528413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1528414.000000 Penalty: 3087.798584
	Iteration 31Q: 3 clusters Score -1528414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1528418.875000 Penalty: 3087.798584
	Iteration 32Q: 3 clusters Score -1528419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1528418.375000 Penalty: 3087.798584
	Iteration 33Q: 3 clusters Score -1528418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1528423.125000 Penalty: 3087.798584
	Iteration 34Q: 3 clusters Score -1528423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1528423.125000 Penalty: 3087.798584
	Iteration 35Q: 3 clusters Score -1528423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1528424.875000 Penalty: 3087.798584
	Iteration 36Q: 3 clusters Score -1528425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1528428.875000 Penalty: 3087.798584
	Iteration 37Q: 3 clusters Score -1528429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1528429.500000 Penalty: 3087.798584
	Iteration 38Q: 3 clusters Score -1528430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1528431.125000 Penalty: 3087.798584
	Iteration 39Q: 3 clusters Score -1528431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1528432.250000 Penalty: 3087.798584
	Iteration 40F: 3 clusters Score -1528432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1528432.875000 Penalty: 3087.798584
	Iteration 41Q: 3 clusters Score -1528433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1528431.375000 Penalty: 3087.798584
	Iteration 42Q: 3 clusters Score -1528431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1528431.750000 Penalty: 3087.798584
	Iteration 43Q: 3 clusters Score -1528432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1528431.625000 Penalty: 3087.798584
	Iteration 44Q: 3 clusters Score -1528432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1528433.750000 Penalty: 3087.798584
	Iteration 45Q: 3 clusters Score -1528434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1528434.250000 Penalty: 3087.798584
	Iteration 46Q: 3 clusters Score -1528434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1528437.000000 Penalty: 3087.798584
	Iteration 47Q: 3 clusters Score -1528437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1528436.875000 Penalty: 3087.798584
	Iteration 48Q: 3 clusters Score -1528437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1528437.375000 Penalty: 3087.798584
	Iteration 49Q: 3 clusters Score -1528437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1528437.375000 Penalty: 3087.798584
	Iteration 50F: 3 clusters Score -1528437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Entering Unmasked Estep 
Score: -405966.625000 Penalty: 1347.620483
	Iteration 0F: 2 clusters Score -405966.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -402616.687500 Penalty: 2695.240967
	Iteration 0F: 3 clusters Score -402616.7 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -403602.250000 Penalty: 2695.240967
	Iteration 1F: 3 clusters Score -403602.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -403948.156250 Penalty: 2695.240967
	Iteration 2F: 3 clusters Score -403948.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -404210.843750 Penalty: 2695.240967
	Iteration 3F: 3 clusters Score -404210.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -404377.687500 Penalty: 2695.240967
	Iteration 4F: 3 clusters Score -404377.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -404490.281250 Penalty: 2695.240967
	Iteration 5Q: 3 clusters Score -404490.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -404562.218750 Penalty: 2695.240967
	Iteration 6Q: 3 clusters Score -404562.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -404616.562500 Penalty: 2695.240967
	Iteration 7Q: 3 clusters Score -404616.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -404661.062500 Penalty: 2695.240967
	Iteration 8Q: 3 clusters Score -404661.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -404684.000000 Penalty: 2695.240967
	Iteration 9Q: 3 clusters Score -404684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404707.218750 Penalty: 2695.240967
	Iteration 10Q: 3 clusters Score -404707.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -404720.656250 Penalty: 2695.240967
	Iteration 11Q: 3 clusters Score -404720.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -404728.968750 Penalty: 2695.240967
	Iteration 12Q: 3 clusters Score -404729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -404736.531250 Penalty: 2695.240967
	Iteration 13Q: 3 clusters Score -404736.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -404742.062500 Penalty: 2695.240967
	Iteration 14Q: 3 clusters Score -404742.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -404752.312500 Penalty: 2695.240967
	Iteration 15Q: 3 clusters Score -404752.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -404763.281250 Penalty: 2695.240967
	Iteration 16Q: 3 clusters Score -404763.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -404775.500000 Penalty: 2695.240967
	Iteration 17Q: 3 clusters Score -404775.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -404785.562500 Penalty: 2695.240967
	Iteration 18Q: 3 clusters Score -404785.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -404796.500000 Penalty: 2695.240967
	Iteration 19Q: 3 clusters Score -404796.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -404807.812500 Penalty: 2695.240967
	Iteration 20F: 3 clusters Score -404807.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -404817.156250 Penalty: 2695.240967
	Iteration 21Q: 3 clusters Score -404817.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -404826.031250 Penalty: 2695.240967
	Iteration 22Q: 3 clusters Score -404826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -404837.250000 Penalty: 2695.240967
	Iteration 23Q: 3 clusters Score -404837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -404844.625000 Penalty: 2695.240967
	Iteration 24Q: 3 clusters Score -404844.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -404854.093750 Penalty: 2695.240967
	Iteration 25Q: 3 clusters Score -404854.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -404864.406250 Penalty: 2695.240967
	Iteration 26Q: 3 clusters Score -404864.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -404877.718750 Penalty: 2695.240967
	Iteration 27Q: 3 clusters Score -404877.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -404887.187500 Penalty: 2695.240967
	Iteration 28Q: 3 clusters Score -404887.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -404896.062500 Penalty: 2695.240967
	Iteration 29Q: 3 clusters Score -404896.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -404901.937500 Penalty: 2695.240967
	Iteration 30Q: 3 clusters Score -404901.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -404904.968750 Penalty: 2695.240967
	Iteration 31Q: 3 clusters Score -404905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -404911.843750 Penalty: 2695.240967
	Iteration 32Q: 3 clusters Score -404911.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -404917.687500 Penalty: 2695.240967
	Iteration 33Q: 3 clusters Score -404917.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -404922.781250 Penalty: 2695.240967
	Iteration 34Q: 3 clusters Score -404922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -404925.218750 Penalty: 2695.240967
	Iteration 35Q: 3 clusters Score -404925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -404929.125000 Penalty: 2695.240967
	Iteration 36Q: 3 clusters Score -404929.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -404932.343750 Penalty: 2695.240967
	Iteration 37Q: 3 clusters Score -404932.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -404936.625000 Penalty: 2695.240967
	Iteration 38Q: 3 clusters Score -404936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -404940.250000 Penalty: 2695.240967
	Iteration 39Q: 3 clusters Score -404940.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -404944.562500 Penalty: 2695.240967
	Iteration 40F: 3 clusters Score -404944.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -404950.750000 Penalty: 2695.240967
	Iteration 41Q: 3 clusters Score -404950.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -404956.531250 Penalty: 2695.240967
	Iteration 42Q: 3 clusters Score -404956.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -404963.656250 Penalty: 2695.240967
	Iteration 43Q: 3 clusters Score -404963.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -404968.093750 Penalty: 2695.240967
	Iteration 44Q: 3 clusters Score -404968.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -404971.718750 Penalty: 2695.240967
	Iteration 45Q: 3 clusters Score -404971.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -404981.156250 Penalty: 2695.240967
	Iteration 46Q: 3 clusters Score -404981.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -404990.906250 Penalty: 2695.240967
	Iteration 47Q: 3 clusters Score -404990.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -405003.000000 Penalty: 2695.240967
	Iteration 48Q: 3 clusters Score -405003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -405013.718750 Penalty: 2695.240967
	Iteration 49Q: 3 clusters Score -405013.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -405018.406250 Penalty: 2695.240967
	Iteration 50Q: 3 clusters Score -405018.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -405023.687500 Penalty: 2695.240967
	Iteration 51Q: 3 clusters Score -405023.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -405028.687500 Penalty: 2695.240967
	Iteration 52Q: 3 clusters Score -405028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -405035.718750 Penalty: 2695.240967
	Iteration 53Q: 3 clusters Score -405035.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -405043.687500 Penalty: 2695.240967
	Iteration 54Q: 3 clusters Score -405043.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -405055.062500 Penalty: 2695.240967
	Iteration 55Q: 3 clusters Score -405055.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -405068.375000 Penalty: 2695.240967
	Iteration 56Q: 3 clusters Score -405068.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -405085.625000 Penalty: 2695.240967
	Iteration 57Q: 3 clusters Score -405085.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -405100.062500 Penalty: 2695.240967
	Iteration 58Q: 3 clusters Score -405100.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -405112.375000 Penalty: 2695.240967
	Iteration 59Q: 3 clusters Score -405112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -405122.500000 Penalty: 2695.240967
	Iteration 60F: 3 clusters Score -405122.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -405128.968750 Penalty: 2695.240967
	Iteration 61Q: 3 clusters Score -405129 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -405141.437500 Penalty: 2695.240967
	Iteration 62Q: 3 clusters Score -405141.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405145.937500 Penalty: 2695.240967
	Iteration 63Q: 3 clusters Score -405145.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -405153.968750 Penalty: 2695.240967
	Iteration 64Q: 3 clusters Score -405154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -405159.687500 Penalty: 2695.240967
	Iteration 65Q: 3 clusters Score -405159.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -405170.250000 Penalty: 2695.240967
	Iteration 66Q: 3 clusters Score -405170.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -405176.625000 Penalty: 2695.240967
	Iteration 67Q: 3 clusters Score -405176.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -405185.281250 Penalty: 2695.240967
	Iteration 68Q: 3 clusters Score -405185.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -405193.781250 Penalty: 2695.240967
	Iteration 69Q: 3 clusters Score -405193.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -405202.750000 Penalty: 2695.240967
	Iteration 70Q: 3 clusters Score -405202.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -405205.812500 Penalty: 2695.240967
	Iteration 71Q: 3 clusters Score -405205.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -405209.625000 Penalty: 2695.240967
	Iteration 72Q: 3 clusters Score -405209.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -405210.343750 Penalty: 2695.240967
	Iteration 73Q: 3 clusters Score -405210.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -405210.218750 Penalty: 2695.240967
	Iteration 74Q: 3 clusters Score -405210.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -405210.750000 Penalty: 2695.240967
	Iteration 75Q: 3 clusters Score -405210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -405211.625000 Penalty: 2695.240967
	Iteration 76Q: 3 clusters Score -405211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -405211.906250 Penalty: 2695.240967
	Iteration 77Q: 3 clusters Score -405211.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -405211.906250 Penalty: 2695.240967
	Iteration 78F: 3 clusters Score -405211.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -157154.656250 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -157154.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -155396.140625 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -155396.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -155723.578125 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -155723.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -155820.000000 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -155820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -155866.843750 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -155866.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -155895.312500 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -155895.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155910.296875 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -155910.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -155930.765625 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -155930.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -155945.828125 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -155945.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155957.218750 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -155957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -155960.375000 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -155960.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -155963.593750 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -155963.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -155967.453125 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -155967.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -155975.468750 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -155975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -155981.390625 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -155981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -155987.546875 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -155987.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -155995.203125 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -155995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -156004.671875 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -156004.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -156014.187500 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -156014.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -156021.828125 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -156021.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -156024.406250 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -156024.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -156024.984375 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -156025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -112207.468750 Penalty: 1159.030884
	Iteration 0F: 2 clusters Score -112207.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110623.742188 Penalty: 2318.061768
	Iteration 0F: 3 clusters Score -110623.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111031.335938 Penalty: 2318.061768
	Iteration 1F: 3 clusters Score -111031.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -111224.531250 Penalty: 2318.061768
	Iteration 2F: 3 clusters Score -111224.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -111337.750000 Penalty: 2318.061768
	Iteration 3F: 3 clusters Score -111337.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -111440.117188 Penalty: 2318.061768
	Iteration 4F: 3 clusters Score -111440.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111514.273438 Penalty: 2318.061768
	Iteration 5Q: 3 clusters Score -111514.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -111542.671875 Penalty: 2318.061768
	Iteration 6Q: 3 clusters Score -111542.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -111560.906250 Penalty: 2318.061768
	Iteration 7Q: 3 clusters Score -111560.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -111589.742188 Penalty: 2318.061768
	Iteration 8Q: 3 clusters Score -111589.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -111617.585938 Penalty: 2318.061768
	Iteration 9Q: 3 clusters Score -111617.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -111642.539062 Penalty: 2318.061768
	Iteration 10Q: 3 clusters Score -111642.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -111658.343750 Penalty: 2318.061768
	Iteration 11Q: 3 clusters Score -111658.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -111676.742188 Penalty: 2318.061768
	Iteration 12Q: 3 clusters Score -111676.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -111688.937500 Penalty: 2318.061768
	Iteration 13Q: 3 clusters Score -111688.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -111700.648438 Penalty: 2318.061768
	Iteration 14Q: 3 clusters Score -111700.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -111711.085938 Penalty: 2318.061768
	Iteration 15Q: 3 clusters Score -111711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -111717.921875 Penalty: 2318.061768
	Iteration 16Q: 3 clusters Score -111717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -111723.414062 Penalty: 2318.061768
	Iteration 17Q: 3 clusters Score -111723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -111726.835938 Penalty: 2318.061768
	Iteration 18Q: 3 clusters Score -111726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -111728.820312 Penalty: 2318.061768
	Iteration 19Q: 3 clusters Score -111728.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -111730.414062 Penalty: 2318.061768
	Iteration 20F: 3 clusters Score -111730.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111732.296875 Penalty: 2318.061768
	Iteration 21Q: 3 clusters Score -111732.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -111732.296875 Penalty: 2318.061768
	Iteration 22F: 3 clusters Score -111732.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Entering Unmasked Estep 
Score: -3058948.500000 Penalty: 1655.395508
	Iteration 0F: 2 clusters Score -3058948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -3040974.500000 Penalty: 3310.791016
	Iteration 0F: 3 clusters Score -3040974 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -3047769.500000 Penalty: 3310.791016
	Iteration 1F: 3 clusters Score -3047770 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -3048342.750000 Penalty: 3310.791016
	Iteration 2F: 3 clusters Score -3048343 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -3049122.750000 Penalty: 3310.791016
	Iteration 3F: 3 clusters Score -3049123 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3050214.750000 Penalty: 3310.791016
	Iteration 4F: 3 clusters Score -3050215 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3051767.000000 Penalty: 3310.791016
	Iteration 5F: 3 clusters Score -3051767 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -3053560.000000 Penalty: 3310.791016
	Iteration 6F: 3 clusters Score -3053560 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -3055243.500000 Penalty: 3310.791016
	Iteration 7F: 3 clusters Score -3055244 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3056373.250000 Penalty: 3310.791016
	Iteration 8Q: 3 clusters Score -3056373 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25862 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3057074.500000 Penalty: 3310.791016
	Iteration 9Q: 3 clusters Score -3057074 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3057398.000000 Penalty: 3310.791016
	Iteration 10Q: 3 clusters Score -3057398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3057535.750000 Penalty: 3310.791016
	Iteration 11Q: 3 clusters Score -3057536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3057616.000000 Penalty: 3310.791016
	Iteration 12Q: 3 clusters Score -3057616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -3057656.250000 Penalty: 3310.791016
	Iteration 13Q: 3 clusters Score -3057656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3057682.750000 Penalty: 3310.791016
	Iteration 14Q: 3 clusters Score -3057683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3057699.250000 Penalty: 3310.791016
	Iteration 15Q: 3 clusters Score -3057699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3057708.250000 Penalty: 3310.791016
	Iteration 16Q: 3 clusters Score -3057708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3057717.250000 Penalty: 3310.791016
	Iteration 17Q: 3 clusters Score -3057717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3057717.750000 Penalty: 3310.791016
	Iteration 18Q: 3 clusters Score -3057718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3057722.750000 Penalty: 3310.791016
	Iteration 19Q: 3 clusters Score -3057723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3057726.250000 Penalty: 3310.791016
	Iteration 20F: 3 clusters Score -3057726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3057735.750000 Penalty: 3310.791016
	Iteration 21Q: 3 clusters Score -3057736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3057739.500000 Penalty: 3310.791016
	Iteration 22Q: 3 clusters Score -3057740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3057741.500000 Penalty: 3310.791016
	Iteration 23Q: 3 clusters Score -3057742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3057748.000000 Penalty: 3310.791016
	Iteration 24Q: 3 clusters Score -3057748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3057748.000000 Penalty: 3310.791016
	Iteration 25F: 3 clusters Score -3057748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Entering Unmasked Estep 
Score: -1209657.250000 Penalty: 1506.654175
	Iteration 0F: 2 clusters Score -1209657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1202115.625000 Penalty: 3013.308350
	Iteration 0F: 3 clusters Score -1202116 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1204576.375000 Penalty: 3013.308350
	Iteration 1F: 3 clusters Score -1204576 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1204844.000000 Penalty: 3013.308350
	Iteration 2F: 3 clusters Score -1204844 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1205115.125000 Penalty: 3013.308350
	Iteration 3F: 3 clusters Score -1205115 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1205425.000000 Penalty: 3013.308350
	Iteration 4F: 3 clusters Score -1205425 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1205831.000000 Penalty: 3013.308350
	Iteration 5F: 3 clusters Score -1205831 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1206355.875000 Penalty: 3013.308350
	Iteration 6F: 3 clusters Score -1206356 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1206951.000000 Penalty: 3013.308350
	Iteration 7F: 3 clusters Score -1206951 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1207467.875000 Penalty: 3013.308350
	Iteration 8F: 3 clusters Score -1207468 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1207838.625000 Penalty: 3013.308350
	Iteration 9Q: 3 clusters Score -1207839 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1208055.125000 Penalty: 3013.308350
	Iteration 10Q: 3 clusters Score -1208055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1208190.125000 Penalty: 3013.308350
	Iteration 11Q: 3 clusters Score -1208190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1208261.375000 Penalty: 3013.308350
	Iteration 12Q: 3 clusters Score -1208261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1208298.500000 Penalty: 3013.308350
	Iteration 13Q: 3 clusters Score -1208298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1208318.125000 Penalty: 3013.308350
	Iteration 14Q: 3 clusters Score -1208318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1208324.750000 Penalty: 3013.308350
	Iteration 15Q: 3 clusters Score -1208325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -1208337.125000 Penalty: 3013.308350
	Iteration 16Q: 3 clusters Score -1208337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1208349.500000 Penalty: 3013.308350
	Iteration 17Q: 3 clusters Score -1208350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1208349.625000 Penalty: 3013.308350
	Iteration 18Q: 3 clusters Score -1208350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -1208352.750000 Penalty: 3013.308350
	Iteration 19Q: 3 clusters Score -1208353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -1208354.125000 Penalty: 3013.308350
	Iteration 20F: 3 clusters Score -1208354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1208356.625000 Penalty: 3013.308350
	Iteration 21Q: 3 clusters Score -1208357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -1208356.625000 Penalty: 3013.308350
	Iteration 22F: 3 clusters Score -1208357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -196397.781250 Penalty: 1219.999634
	Iteration 0F: 2 clusters Score -196397.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -194417.796875 Penalty: 2439.999268
	Iteration 0F: 3 clusters Score -194417.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -194956.656250 Penalty: 2439.999268
	Iteration 1F: 3 clusters Score -194956.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -195118.125000 Penalty: 2439.999268
	Iteration 2F: 3 clusters Score -195118.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -195237.453125 Penalty: 2439.999268
	Iteration 3F: 3 clusters Score -195237.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -195320.375000 Penalty: 2439.999268
	Iteration 4F: 3 clusters Score -195320.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195388.843750 Penalty: 2439.999268
	Iteration 5Q: 3 clusters Score -195388.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -195439.343750 Penalty: 2439.999268
	Iteration 6Q: 3 clusters Score -195439.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195482.218750 Penalty: 2439.999268
	Iteration 7Q: 3 clusters Score -195482.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -195531.875000 Penalty: 2439.999268
	Iteration 8Q: 3 clusters Score -195531.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -195571.500000 Penalty: 2439.999268
	Iteration 9Q: 3 clusters Score -195571.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195594.765625 Penalty: 2439.999268
	Iteration 10Q: 3 clusters Score -195594.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -195608.718750 Penalty: 2439.999268
	Iteration 11Q: 3 clusters Score -195608.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195623.218750 Penalty: 2439.999268
	Iteration 12Q: 3 clusters Score -195623.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195636.468750 Penalty: 2439.999268
	Iteration 13Q: 3 clusters Score -195636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -195650.500000 Penalty: 2439.999268
	Iteration 14Q: 3 clusters Score -195650.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -195663.328125 Penalty: 2439.999268
	Iteration 15Q: 3 clusters Score -195663.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -195667.796875 Penalty: 2439.999268
	Iteration 16Q: 3 clusters Score -195667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -195671.921875 Penalty: 2439.999268
	Iteration 17Q: 3 clusters Score -195671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -195673.562500 Penalty: 2439.999268
	Iteration 18Q: 3 clusters Score -195673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195674.953125 Penalty: 2439.999268
	Iteration 19Q: 3 clusters Score -195675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195676.625000 Penalty: 2439.999268
	Iteration 20F: 3 clusters Score -195676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195677.718750 Penalty: 2439.999268
	Iteration 21Q: 3 clusters Score -195677.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -195679.593750 Penalty: 2439.999268
	Iteration 22Q: 3 clusters Score -195679.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -195682.281250 Penalty: 2439.999268
	Iteration 23Q: 3 clusters Score -195682.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195687.015625 Penalty: 2439.999268
	Iteration 24Q: 3 clusters Score -195687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -195689.921875 Penalty: 2439.999268
	Iteration 25Q: 3 clusters Score -195689.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195691.531250 Penalty: 2439.999268
	Iteration 26Q: 3 clusters Score -195691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195693.625000 Penalty: 2439.999268
	Iteration 27Q: 3 clusters Score -195693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -195695.703125 Penalty: 2439.999268
	Iteration 28Q: 3 clusters Score -195695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195697.000000 Penalty: 2439.999268
	Iteration 29Q: 3 clusters Score -195697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -195698.156250 Penalty: 2439.999268
	Iteration 30Q: 3 clusters Score -195698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -195698.281250 Penalty: 2439.999268
	Iteration 31Q: 3 clusters Score -195698.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -195698.281250 Penalty: 2439.999268
	Iteration 32F: 3 clusters Score -195698.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Entering Unmasked Estep 
Score: -248453.671875 Penalty: 1254.719116
	Iteration 0F: 2 clusters Score -248453.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -246218.015625 Penalty: 2509.438232
	Iteration 0F: 3 clusters Score -246218 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -246826.187500 Penalty: 2509.438232
	Iteration 1F: 3 clusters Score -246826.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -246973.125000 Penalty: 2509.438232
	Iteration 2F: 3 clusters Score -246973.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247059.265625 Penalty: 2509.438232
	Iteration 3F: 3 clusters Score -247059.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -247114.578125 Penalty: 2509.438232
	Iteration 4Q: 3 clusters Score -247114.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -247167.890625 Penalty: 2509.438232
	Iteration 5Q: 3 clusters Score -247167.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -247213.359375 Penalty: 2509.438232
	Iteration 6Q: 3 clusters Score -247213.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -247276.640625 Penalty: 2509.438232
	Iteration 7Q: 3 clusters Score -247276.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -247361.500000 Penalty: 2509.438232
	Iteration 8Q: 3 clusters Score -247361.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -247466.656250 Penalty: 2509.438232
	Iteration 9Q: 3 clusters Score -247466.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -247591.343750 Penalty: 2509.438232
	Iteration 10Q: 3 clusters Score -247591.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -247715.390625 Penalty: 2509.438232
	Iteration 11Q: 3 clusters Score -247715.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -247841.484375 Penalty: 2509.438232
	Iteration 12Q: 3 clusters Score -247841.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -247947.515625 Penalty: 2509.438232
	Iteration 13Q: 3 clusters Score -247947.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -248037.265625 Penalty: 2509.438232
	Iteration 14Q: 3 clusters Score -248037.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -248110.531250 Penalty: 2509.438232
	Iteration 15Q: 3 clusters Score -248110.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -248141.359375 Penalty: 2509.438232
	Iteration 16Q: 3 clusters Score -248141.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -248163.843750 Penalty: 2509.438232
	Iteration 17Q: 3 clusters Score -248163.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -248177.109375 Penalty: 2509.438232
	Iteration 18Q: 3 clusters Score -248177.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -248184.125000 Penalty: 2509.438232
	Iteration 19Q: 3 clusters Score -248184.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248186.343750 Penalty: 2509.438232
	Iteration 20F: 3 clusters Score -248186.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248188.875000 Penalty: 2509.438232
	Iteration 21Q: 3 clusters Score -248188.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -248193.437500 Penalty: 2509.438232
	Iteration 22Q: 3 clusters Score -248193.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -248194.234375 Penalty: 2509.438232
	Iteration 23Q: 3 clusters Score -248194.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -248195.484375 Penalty: 2509.438232
	Iteration 24Q: 3 clusters Score -248195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -248196.906250 Penalty: 2509.438232
	Iteration 25Q: 3 clusters Score -248196.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -248199.406250 Penalty: 2509.438232
	Iteration 26Q: 3 clusters Score -248199.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -248199.515625 Penalty: 2509.438232
	Iteration 27Q: 3 clusters Score -248199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248200.546875 Penalty: 2509.438232
	Iteration 28Q: 3 clusters Score -248200.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -248200.546875 Penalty: 2509.438232
	Iteration 29F: 3 clusters Score -248200.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Entering Unmasked Estep 
Score: -717252.000000 Penalty: 1420.148560
	Iteration 0F: 2 clusters Score -717252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -712523.937500 Penalty: 2840.297119
	Iteration 0F: 3 clusters Score -712523.9 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -713844.312500 Penalty: 2840.297119
	Iteration 1F: 3 clusters Score -713844.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -714019.000000 Penalty: 2840.297119
	Iteration 2F: 3 clusters Score -714019 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -714157.625000 Penalty: 2840.297119
	Iteration 3F: 3 clusters Score -714157.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -714263.687500 Penalty: 2840.297119
	Iteration 4Q: 3 clusters Score -714263.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -714370.562500 Penalty: 2840.297119
	Iteration 5Q: 3 clusters Score -714370.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -714456.125000 Penalty: 2840.297119
	Iteration 6Q: 3 clusters Score -714456.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -714535.125000 Penalty: 2840.297119
	Iteration 7Q: 3 clusters Score -714535.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -714599.125000 Penalty: 2840.297119
	Iteration 8Q: 3 clusters Score -714599.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -714657.750000 Penalty: 2840.297119
	Iteration 9Q: 3 clusters Score -714657.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -714738.625000 Penalty: 2840.297119
	Iteration 10Q: 3 clusters Score -714738.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -714844.625000 Penalty: 2840.297119
	Iteration 11Q: 3 clusters Score -714844.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -714956.250000 Penalty: 2840.297119
	Iteration 12Q: 3 clusters Score -714956.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -715096.500000 Penalty: 2840.297119
	Iteration 13Q: 3 clusters Score -715096.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -715242.125000 Penalty: 2840.297119
	Iteration 14Q: 3 clusters Score -715242.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -715378.812500 Penalty: 2840.297119
	Iteration 15Q: 3 clusters Score -715378.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -715489.062500 Penalty: 2840.297119
	Iteration 16Q: 3 clusters Score -715489.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -715592.687500 Penalty: 2840.297119
	Iteration 17Q: 3 clusters Score -715592.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -715670.125000 Penalty: 2840.297119
	Iteration 18Q: 3 clusters Score -715670.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -715738.000000 Penalty: 2840.297119
	Iteration 19Q: 3 clusters Score -715738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -715790.687500 Penalty: 2840.297119
	Iteration 20F: 3 clusters Score -715790.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -715839.312500 Penalty: 2840.297119
	Iteration 21Q: 3 clusters Score -715839.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -715878.125000 Penalty: 2840.297119
	Iteration 22Q: 3 clusters Score -715878.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -715910.000000 Penalty: 2840.297119
	Iteration 23Q: 3 clusters Score -715910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -715941.312500 Penalty: 2840.297119
	Iteration 24Q: 3 clusters Score -715941.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -715972.750000 Penalty: 2840.297119
	Iteration 25Q: 3 clusters Score -715972.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -716002.062500 Penalty: 2840.297119
	Iteration 26Q: 3 clusters Score -716002.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -716012.812500 Penalty: 2840.297119
	Iteration 27Q: 3 clusters Score -716012.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -716020.812500 Penalty: 2840.297119
	Iteration 28Q: 3 clusters Score -716020.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -716024.687500 Penalty: 2840.297119
	Iteration 29Q: 3 clusters Score -716024.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -716030.812500 Penalty: 2840.297119
	Iteration 30Q: 3 clusters Score -716030.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -716035.125000 Penalty: 2840.297119
	Iteration 31Q: 3 clusters Score -716035.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -716035.875000 Penalty: 2840.297119
	Iteration 32Q: 3 clusters Score -716035.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -716036.500000 Penalty: 2840.297119
	Iteration 33Q: 3 clusters Score -716036.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -716037.562500 Penalty: 2840.297119
	Iteration 34Q: 3 clusters Score -716037.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -716038.375000 Penalty: 2840.297119
	Iteration 35Q: 3 clusters Score -716038.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -716043.000000 Penalty: 2840.297119
	Iteration 36Q: 3 clusters Score -716043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -716043.500000 Penalty: 2840.297119
	Iteration 37Q: 3 clusters Score -716043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -716044.125000 Penalty: 2840.297119
	Iteration 38Q: 3 clusters Score -716044.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -716044.125000 Penalty: 2840.297119
	Iteration 39F: 3 clusters Score -716044.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Entering Unmasked Estep 
Score: -412599.718750 Penalty: 1331.067749
	Iteration 0F: 2 clusters Score -412599.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -409440.343750 Penalty: 2662.135498
	Iteration 0F: 3 clusters Score -409440.3 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -410198.937500 Penalty: 2662.135498
	Iteration 1F: 3 clusters Score -410198.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -410380.218750 Penalty: 2662.135498
	Iteration 2F: 3 clusters Score -410380.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -410498.781250 Penalty: 2662.135498
	Iteration 3F: 3 clusters Score -410498.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -410598.093750 Penalty: 2662.135498
	Iteration 4Q: 3 clusters Score -410598.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -410669.625000 Penalty: 2662.135498
	Iteration 5Q: 3 clusters Score -410669.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -410738.812500 Penalty: 2662.135498
	Iteration 6Q: 3 clusters Score -410738.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -410810.531250 Penalty: 2662.135498
	Iteration 7Q: 3 clusters Score -410810.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -410868.843750 Penalty: 2662.135498
	Iteration 8Q: 3 clusters Score -410868.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -410943.687500 Penalty: 2662.135498
	Iteration 9Q: 3 clusters Score -410943.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -411028.062500 Penalty: 2662.135498
	Iteration 10Q: 3 clusters Score -411028.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -411109.468750 Penalty: 2662.135498
	Iteration 11Q: 3 clusters Score -411109.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -411170.656250 Penalty: 2662.135498
	Iteration 12Q: 3 clusters Score -411170.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -411217.875000 Penalty: 2662.135498
	Iteration 13Q: 3 clusters Score -411217.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -411246.906250 Penalty: 2662.135498
	Iteration 14Q: 3 clusters Score -411246.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -411266.718750 Penalty: 2662.135498
	Iteration 15Q: 3 clusters Score -411266.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -411281.781250 Penalty: 2662.135498
	Iteration 16Q: 3 clusters Score -411281.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -411302.093750 Penalty: 2662.135498
	Iteration 17Q: 3 clusters Score -411302.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -411323.625000 Penalty: 2662.135498
	Iteration 18Q: 3 clusters Score -411323.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -411342.062500 Penalty: 2662.135498
	Iteration 19Q: 3 clusters Score -411342.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -411360.281250 Penalty: 2662.135498
	Iteration 20F: 3 clusters Score -411360.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -411375.812500 Penalty: 2662.135498
	Iteration 21Q: 3 clusters Score -411375.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -411388.156250 Penalty: 2662.135498
	Iteration 22Q: 3 clusters Score -411388.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -411404.281250 Penalty: 2662.135498
	Iteration 23Q: 3 clusters Score -411404.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -411420.343750 Penalty: 2662.135498
	Iteration 24Q: 3 clusters Score -411420.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -411430.875000 Penalty: 2662.135498
	Iteration 25Q: 3 clusters Score -411430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -411439.812500 Penalty: 2662.135498
	Iteration 26Q: 3 clusters Score -411439.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -411449.062500 Penalty: 2662.135498
	Iteration 27Q: 3 clusters Score -411449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -411460.906250 Penalty: 2662.135498
	Iteration 28Q: 3 clusters Score -411460.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -411464.343750 Penalty: 2662.135498
	Iteration 29Q: 3 clusters Score -411464.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -411469.093750 Penalty: 2662.135498
	Iteration 30Q: 3 clusters Score -411469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -411472.781250 Penalty: 2662.135498
	Iteration 31Q: 3 clusters Score -411472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -411473.656250 Penalty: 2662.135498
	Iteration 32Q: 3 clusters Score -411473.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -411475.312500 Penalty: 2662.135498
	Iteration 33Q: 3 clusters Score -411475.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -411475.406250 Penalty: 2662.135498
	Iteration 34Q: 3 clusters Score -411475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -411475.406250 Penalty: 2662.135498
	Iteration 35F: 3 clusters Score -411475.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (20971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Entering Unmasked Estep 
Score: -2399389.500000 Penalty: 1617.020630
	Iteration 0F: 2 clusters Score -2399390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -2384993.500000 Penalty: 3234.041260
	Iteration 0F: 3 clusters Score -2384994 nChanged 9640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2390230.750000 Penalty: 3234.041260
	Iteration 1F: 3 clusters Score -2390231 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2390552.500000 Penalty: 3234.041260
	Iteration 2Q: 3 clusters Score -2390552 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2390892.250000 Penalty: 3234.041260
	Iteration 3Q: 3 clusters Score -2390892 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2391295.250000 Penalty: 3234.041260
	Iteration 4Q: 3 clusters Score -2391295 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -2391832.500000 Penalty: 3234.041260
	Iteration 5Q: 3 clusters Score -2391832 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2392557.250000 Penalty: 3234.041260
	Iteration 6F: 3 clusters Score -2392557 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -2393284.500000 Penalty: 3234.041260
	Iteration 7F: 3 clusters Score -2393284 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2393988.250000 Penalty: 3234.041260
	Iteration 8F: 3 clusters Score -2393988 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -2394603.750000 Penalty: 3234.041260
	Iteration 9F: 3 clusters Score -2394604 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -2395098.250000 Penalty: 3234.041260
	Iteration 10Q: 3 clusters Score -2395098 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2395507.250000 Penalty: 3234.041260
	Iteration 11Q: 3 clusters Score -2395507 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2395792.500000 Penalty: 3234.041260
	Iteration 12Q: 3 clusters Score -2395792 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2395996.250000 Penalty: 3234.041260
	Iteration 13Q: 3 clusters Score -2395996 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2396199.750000 Penalty: 3234.041260
	Iteration 14Q: 3 clusters Score -2396200 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2396458.250000 Penalty: 3234.041260
	Iteration 15Q: 3 clusters Score -2396458 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2396778.000000 Penalty: 3234.041260
	Iteration 16Q: 3 clusters Score -2396778 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2397147.000000 Penalty: 3234.041260
	Iteration 17Q: 3 clusters Score -2397147 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2397529.500000 Penalty: 3234.041260
	Iteration 18Q: 3 clusters Score -2397530 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2397898.750000 Penalty: 3234.041260
	Iteration 19Q: 3 clusters Score -2397899 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2398246.500000 Penalty: 3234.041260
	Iteration 20F: 3 clusters Score -2398246 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2398562.000000 Penalty: 3234.041260
	Iteration 21Q: 3 clusters Score -2398562 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -2398867.500000 Penalty: 3234.041260
	Iteration 22Q: 3 clusters Score -2398868 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2399199.000000 Penalty: 3234.041260
	Iteration 23Q: 3 clusters Score -2399199 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2399511.000000 Penalty: 3234.041260
	Iteration 24Q: 3 clusters Score -2399511 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -2399779.250000 Penalty: 3234.041260
	Iteration 25Q: 3 clusters Score -2399779 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -2399966.000000 Penalty: 3234.041260
	Iteration 26Q: 3 clusters Score -2399966 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -2400083.500000 Penalty: 3234.041260
	Iteration 27Q: 3 clusters Score -2400084 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2400142.500000 Penalty: 3234.041260
	Iteration 28Q: 3 clusters Score -2400142 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2400176.750000 Penalty: 3234.041260
	Iteration 29Q: 3 clusters Score -2400177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2400187.000000 Penalty: 3234.041260
	Iteration 30Q: 3 clusters Score -2400187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2400195.000000 Penalty: 3234.041260
	Iteration 31Q: 3 clusters Score -2400195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2400194.000000 Penalty: 3234.041260
	Iteration 32Q: 3 clusters Score -2400194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -2400196.750000 Penalty: 3234.041260
	Iteration 33Q: 3 clusters Score -2400197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -2400201.250000 Penalty: 3234.041260
	Iteration 34Q: 3 clusters Score -2400201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2400201.500000 Penalty: 3234.041260
	Iteration 35Q: 3 clusters Score -2400202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2400199.500000 Penalty: 3234.041260
	Iteration 36Q: 3 clusters Score -2400200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -2400198.000000 Penalty: 3234.041260
	Iteration 37Q: 3 clusters Score -2400198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2400201.000000 Penalty: 3234.041260
	Iteration 38Q: 3 clusters Score -2400201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -2400200.250000 Penalty: 3234.041260
	Iteration 39Q: 3 clusters Score -2400200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2400202.750000 Penalty: 3234.041260
	Iteration 40F: 3 clusters Score -2400203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2400207.250000 Penalty: 3234.041260
	Iteration 41Q: 3 clusters Score -2400207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2400205.000000 Penalty: 3234.041260
	Iteration 42Q: 3 clusters Score -2400205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2400208.250000 Penalty: 3234.041260
	Iteration 43Q: 3 clusters Score -2400208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2400212.750000 Penalty: 3234.041260
	Iteration 44Q: 3 clusters Score -2400213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2400214.250000 Penalty: 3234.041260
	Iteration 45Q: 3 clusters Score -2400214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2400215.000000 Penalty: 3234.041260
	Iteration 46Q: 3 clusters Score -2400215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -2400214.500000 Penalty: 3234.041260
	Iteration 47Q: 3 clusters Score -2400214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -2400212.250000 Penalty: 3234.041260
	Iteration 48Q: 3 clusters Score -2400212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -2400214.500000 Penalty: 3234.041260
	Iteration 49Q: 3 clusters Score -2400214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2400214.250000 Penalty: 3234.041260
	Iteration 50Q: 3 clusters Score -2400214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -2400214.250000 Penalty: 3234.041260
	Iteration 51Q: 3 clusters Score -2400214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2400213.000000 Penalty: 3234.041260
	Iteration 52Q: 3 clusters Score -2400213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2400213.000000 Penalty: 3234.041260
	Iteration 53F: 3 clusters Score -2400213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 585 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Mstep: Class 40 contains 7486 members 
Entering Unmasked Estep 
Score: -40128120.000000 Penalty: 83189.664062
Splitting cluster 14 changes total score from -40127552.000000 to -40128120.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 15 (16203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Entering Unmasked Estep 
Score: -1856780.500000 Penalty: 1575.104736
	Iteration 0F: 2 clusters Score -1856780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1845639.500000 Penalty: 3150.209473
	Iteration 0F: 3 clusters Score -1845640 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1849617.875000 Penalty: 3150.209473
	Iteration 1F: 3 clusters Score -1849618 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1849944.875000 Penalty: 3150.209473
	Iteration 2F: 3 clusters Score -1849945 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1850249.875000 Penalty: 3150.209473
	Iteration 3Q: 3 clusters Score -1850250 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1850604.750000 Penalty: 3150.209473
	Iteration 4Q: 3 clusters Score -1850605 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1851050.250000 Penalty: 3150.209473
	Iteration 5Q: 3 clusters Score -1851050 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1851614.500000 Penalty: 3150.209473
	Iteration 6F: 3 clusters Score -1851614 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1852238.500000 Penalty: 3150.209473
	Iteration 7F: 3 clusters Score -1852238 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1852863.625000 Penalty: 3150.209473
	Iteration 8F: 3 clusters Score -1852864 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1853437.375000 Penalty: 3150.209473
	Iteration 9Q: 3 clusters Score -1853437 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1853868.375000 Penalty: 3150.209473
	Iteration 10Q: 3 clusters Score -1853868 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1854171.750000 Penalty: 3150.209473
	Iteration 11Q: 3 clusters Score -1854172 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1854368.500000 Penalty: 3150.209473
	Iteration 12Q: 3 clusters Score -1854368 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1854520.500000 Penalty: 3150.209473
	Iteration 13Q: 3 clusters Score -1854520 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1854644.625000 Penalty: 3150.209473
	Iteration 14Q: 3 clusters Score -1854645 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1854742.500000 Penalty: 3150.209473
	Iteration 15Q: 3 clusters Score -1854742 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1854824.125000 Penalty: 3150.209473
	Iteration 16Q: 3 clusters Score -1854824 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1854875.125000 Penalty: 3150.209473
	Iteration 17Q: 3 clusters Score -1854875 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1854926.750000 Penalty: 3150.209473
	Iteration 18Q: 3 clusters Score -1854927 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1854975.250000 Penalty: 3150.209473
	Iteration 19Q: 3 clusters Score -1854975 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1855011.625000 Penalty: 3150.209473
	Iteration 20F: 3 clusters Score -1855012 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1855046.500000 Penalty: 3150.209473
	Iteration 21Q: 3 clusters Score -1855046 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1855085.000000 Penalty: 3150.209473
	Iteration 22Q: 3 clusters Score -1855085 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1855124.500000 Penalty: 3150.209473
	Iteration 23Q: 3 clusters Score -1855124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1855154.250000 Penalty: 3150.209473
	Iteration 24Q: 3 clusters Score -1855154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1855183.750000 Penalty: 3150.209473
	Iteration 25Q: 3 clusters Score -1855184 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1855212.625000 Penalty: 3150.209473
	Iteration 26Q: 3 clusters Score -1855213 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1855233.625000 Penalty: 3150.209473
	Iteration 27Q: 3 clusters Score -1855234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1855264.750000 Penalty: 3150.209473
	Iteration 28Q: 3 clusters Score -1855265 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -1855295.250000 Penalty: 3150.209473
	Iteration 29Q: 3 clusters Score -1855295 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1855354.500000 Penalty: 3150.209473
	Iteration 30Q: 3 clusters Score -1855354 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1855435.375000 Penalty: 3150.209473
	Iteration 31Q: 3 clusters Score -1855435 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1855528.875000 Penalty: 3150.209473
	Iteration 32Q: 3 clusters Score -1855529 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1855654.000000 Penalty: 3150.209473
	Iteration 33Q: 3 clusters Score -1855654 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1855785.750000 Penalty: 3150.209473
	Iteration 34Q: 3 clusters Score -1855786 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1855888.875000 Penalty: 3150.209473
	Iteration 35Q: 3 clusters Score -1855889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1855975.125000 Penalty: 3150.209473
	Iteration 36Q: 3 clusters Score -1855975 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1856028.375000 Penalty: 3150.209473
	Iteration 37Q: 3 clusters Score -1856028 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1856059.250000 Penalty: 3150.209473
	Iteration 38Q: 3 clusters Score -1856059 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1856071.000000 Penalty: 3150.209473
	Iteration 39Q: 3 clusters Score -1856071 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1856076.625000 Penalty: 3150.209473
	Iteration 40F: 3 clusters Score -1856077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1856086.500000 Penalty: 3150.209473
	Iteration 41Q: 3 clusters Score -1856086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1856095.250000 Penalty: 3150.209473
	Iteration 42Q: 3 clusters Score -1856095 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1856095.375000 Penalty: 3150.209473
	Iteration 43Q: 3 clusters Score -1856095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1856096.250000 Penalty: 3150.209473
	Iteration 44Q: 3 clusters Score -1856096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1856096.875000 Penalty: 3150.209473
	Iteration 45Q: 3 clusters Score -1856097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1856096.125000 Penalty: 3150.209473
	Iteration 46Q: 3 clusters Score -1856096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1856098.500000 Penalty: 3150.209473
	Iteration 47Q: 3 clusters Score -1856098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1856099.250000 Penalty: 3150.209473
	Iteration 48Q: 3 clusters Score -1856099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1856099.375000 Penalty: 3150.209473
	Iteration 49Q: 3 clusters Score -1856099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1856099.250000 Penalty: 3150.209473
	Iteration 50Q: 3 clusters Score -1856099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1856102.625000 Penalty: 3150.209473
	Iteration 51Q: 3 clusters Score -1856103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1856100.250000 Penalty: 3150.209473
	Iteration 52Q: 3 clusters Score -1856100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1856102.500000 Penalty: 3150.209473
	Iteration 53Q: 3 clusters Score -1856102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1856104.125000 Penalty: 3150.209473
	Iteration 54Q: 3 clusters Score -1856104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1856104.250000 Penalty: 3150.209473
	Iteration 55Q: 3 clusters Score -1856104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1856103.375000 Penalty: 3150.209473
	Iteration 56Q: 3 clusters Score -1856103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1856103.875000 Penalty: 3150.209473
	Iteration 57Q: 3 clusters Score -1856104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1856102.500000 Penalty: 3150.209473
	Iteration 58Q: 3 clusters Score -1856102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1856105.375000 Penalty: 3150.209473
	Iteration 59Q: 3 clusters Score -1856105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1856105.250000 Penalty: 3150.209473
	Iteration 60F: 3 clusters Score -1856105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1856104.250000 Penalty: 3150.209473
	Iteration 61Q: 3 clusters Score -1856104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1856103.875000 Penalty: 3150.209473
	Iteration 62Q: 3 clusters Score -1856104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1856103.875000 Penalty: 3150.209473
	Iteration 63F: 3 clusters Score -1856104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -174424.515625 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -174424.5 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 786 members 
Entering Unmasked Estep 
Score: -172597.093750 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -172597.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -172981.234375 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -172981.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -173069.828125 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -173069.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -173126.218750 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -173126.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -173153.968750 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -173154 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -173170.125000 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -173170.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -173183.390625 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -173183.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -173195.906250 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -173195.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173209.000000 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -173209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173219.218750 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -173219.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -173228.359375 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -173228.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173233.890625 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -173233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -173238.000000 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -173238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173239.937500 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -173239.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -173244.390625 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -173244.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -173248.687500 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -173248.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -173254.437500 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -173254.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -173262.796875 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -173262.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -173275.656250 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -173275.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -173287.750000 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -173287.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -173299.421875 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -173299.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -173312.515625 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -173312.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -173322.093750 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -173322.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -173333.015625 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -173333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -173345.890625 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -173345.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -173360.187500 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -173360.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173374.312500 Penalty: 2392.859619
	Iteration 26Q: 3 clusters Score -173374.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -173391.765625 Penalty: 2392.859619
	Iteration 27Q: 3 clusters Score -173391.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -173422.203125 Penalty: 2392.859619
	Iteration 28Q: 3 clusters Score -173422.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -173444.421875 Penalty: 2392.859619
	Iteration 29Q: 3 clusters Score -173444.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -173466.109375 Penalty: 2392.859619
	Iteration 30Q: 3 clusters Score -173466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -173488.125000 Penalty: 2392.859619
	Iteration 31Q: 3 clusters Score -173488.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -173497.968750 Penalty: 2392.859619
	Iteration 32Q: 3 clusters Score -173498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -173508.593750 Penalty: 2392.859619
	Iteration 33Q: 3 clusters Score -173508.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -173526.171875 Penalty: 2392.859619
	Iteration 34Q: 3 clusters Score -173526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -173540.875000 Penalty: 2392.859619
	Iteration 35Q: 3 clusters Score -173540.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -173550.187500 Penalty: 2392.859619
	Iteration 36Q: 3 clusters Score -173550.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -173561.437500 Penalty: 2392.859619
	Iteration 37Q: 3 clusters Score -173561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -173568.500000 Penalty: 2392.859619
	Iteration 38Q: 3 clusters Score -173568.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173575.234375 Penalty: 2392.859619
	Iteration 39Q: 3 clusters Score -173575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173581.062500 Penalty: 2392.859619
	Iteration 40F: 3 clusters Score -173581.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -173584.062500 Penalty: 2392.859619
	Iteration 41Q: 3 clusters Score -173584.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173588.156250 Penalty: 2392.859619
	Iteration 42Q: 3 clusters Score -173588.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -173593.734375 Penalty: 2392.859619
	Iteration 43Q: 3 clusters Score -173593.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -173600.609375 Penalty: 2392.859619
	Iteration 44Q: 3 clusters Score -173600.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -173605.156250 Penalty: 2392.859619
	Iteration 45Q: 3 clusters Score -173605.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -173607.843750 Penalty: 2392.859619
	Iteration 46Q: 3 clusters Score -173607.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -173610.906250 Penalty: 2392.859619
	Iteration 47Q: 3 clusters Score -173610.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -173616.046875 Penalty: 2392.859619
	Iteration 48Q: 3 clusters Score -173616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -173622.453125 Penalty: 2392.859619
	Iteration 49Q: 3 clusters Score -173622.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -173626.203125 Penalty: 2392.859619
	Iteration 50Q: 3 clusters Score -173626.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -173626.953125 Penalty: 2392.859619
	Iteration 51Q: 3 clusters Score -173627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -173628.000000 Penalty: 2392.859619
	Iteration 52Q: 3 clusters Score -173628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -173628.000000 Penalty: 2392.859619
	Iteration 53F: 3 clusters Score -173628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Entering Unmasked Estep 
Score: -144793.515625 Penalty: 1163.005371
	Iteration 0F: 2 clusters Score -144793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -143187.078125 Penalty: 2326.010742
	Iteration 0F: 3 clusters Score -143187.1 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -143512.796875 Penalty: 2326.010742
	Iteration 1F: 3 clusters Score -143512.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143579.031250 Penalty: 2326.010742
	Iteration 2F: 3 clusters Score -143579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -143611.093750 Penalty: 2326.010742
	Iteration 3Q: 3 clusters Score -143611.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -143629.031250 Penalty: 2326.010742
	Iteration 4Q: 3 clusters Score -143629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -143634.984375 Penalty: 2326.010742
	Iteration 5Q: 3 clusters Score -143635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143642.203125 Penalty: 2326.010742
	Iteration 6Q: 3 clusters Score -143642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143644.906250 Penalty: 2326.010742
	Iteration 7Q: 3 clusters Score -143644.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143649.671875 Penalty: 2326.010742
	Iteration 8Q: 3 clusters Score -143649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143655.406250 Penalty: 2326.010742
	Iteration 9Q: 3 clusters Score -143655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -143661.812500 Penalty: 2326.010742
	Iteration 10Q: 3 clusters Score -143661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143664.781250 Penalty: 2326.010742
	Iteration 11Q: 3 clusters Score -143664.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -143664.781250 Penalty: 2326.010742
	Iteration 12F: 3 clusters Score -143664.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Entering Unmasked Estep 
Score: -494066.281250 Penalty: 1361.376343
	Iteration 0F: 2 clusters Score -494066.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -490547.062500 Penalty: 2722.752686
	Iteration 0F: 3 clusters Score -490547.1 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -491561.281250 Penalty: 2722.752686
	Iteration 1F: 3 clusters Score -491561.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -491840.562500 Penalty: 2722.752686
	Iteration 2F: 3 clusters Score -491840.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -492026.937500 Penalty: 2722.752686
	Iteration 3F: 3 clusters Score -492026.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -492186.062500 Penalty: 2722.752686
	Iteration 4F: 3 clusters Score -492186.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -492282.625000 Penalty: 2722.752686
	Iteration 5Q: 3 clusters Score -492282.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -492372.312500 Penalty: 2722.752686
	Iteration 6Q: 3 clusters Score -492372.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -492456.656250 Penalty: 2722.752686
	Iteration 7Q: 3 clusters Score -492456.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -492523.687500 Penalty: 2722.752686
	Iteration 8Q: 3 clusters Score -492523.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -492584.718750 Penalty: 2722.752686
	Iteration 9Q: 3 clusters Score -492584.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -492629.281250 Penalty: 2722.752686
	Iteration 10Q: 3 clusters Score -492629.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -492674.218750 Penalty: 2722.752686
	Iteration 11Q: 3 clusters Score -492674.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -492721.437500 Penalty: 2722.752686
	Iteration 12Q: 3 clusters Score -492721.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -492756.875000 Penalty: 2722.752686
	Iteration 13Q: 3 clusters Score -492756.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -492780.187500 Penalty: 2722.752686
	Iteration 14Q: 3 clusters Score -492780.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -492807.750000 Penalty: 2722.752686
	Iteration 15Q: 3 clusters Score -492807.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -492826.562500 Penalty: 2722.752686
	Iteration 16Q: 3 clusters Score -492826.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -492845.031250 Penalty: 2722.752686
	Iteration 17Q: 3 clusters Score -492845 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -492862.312500 Penalty: 2722.752686
	Iteration 18Q: 3 clusters Score -492862.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -492880.906250 Penalty: 2722.752686
	Iteration 19Q: 3 clusters Score -492880.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -492889.000000 Penalty: 2722.752686
	Iteration 20F: 3 clusters Score -492889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -492897.468750 Penalty: 2722.752686
	Iteration 21Q: 3 clusters Score -492897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -492907.218750 Penalty: 2722.752686
	Iteration 22Q: 3 clusters Score -492907.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -492911.125000 Penalty: 2722.752686
	Iteration 23Q: 3 clusters Score -492911.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -492915.312500 Penalty: 2722.752686
	Iteration 24Q: 3 clusters Score -492915.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -492916.843750 Penalty: 2722.752686
	Iteration 25Q: 3 clusters Score -492916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -492917.312500 Penalty: 2722.752686
	Iteration 26Q: 3 clusters Score -492917.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -492920.312500 Penalty: 2722.752686
	Iteration 27Q: 3 clusters Score -492920.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -492922.625000 Penalty: 2722.752686
	Iteration 28Q: 3 clusters Score -492922.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -492925.750000 Penalty: 2722.752686
	Iteration 29Q: 3 clusters Score -492925.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -492928.906250 Penalty: 2722.752686
	Iteration 30Q: 3 clusters Score -492928.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -492931.875000 Penalty: 2722.752686
	Iteration 31Q: 3 clusters Score -492931.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -492932.343750 Penalty: 2722.752686
	Iteration 32Q: 3 clusters Score -492932.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -492933.500000 Penalty: 2722.752686
	Iteration 33Q: 3 clusters Score -492933.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -492933.781250 Penalty: 2722.752686
	Iteration 34Q: 3 clusters Score -492933.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -492934.281250 Penalty: 2722.752686
	Iteration 35Q: 3 clusters Score -492934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -492934.437500 Penalty: 2722.752686
	Iteration 36Q: 3 clusters Score -492934.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -492934.437500 Penalty: 2722.752686
	Iteration 37F: 3 clusters Score -492934.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -526913.187500 Penalty: 1368.360840
	Iteration 0F: 2 clusters Score -526913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -523299.468750 Penalty: 2736.721680
	Iteration 0F: 3 clusters Score -523299.5 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -524208.000000 Penalty: 2736.721680
	Iteration 1F: 3 clusters Score -524208 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -524339.562500 Penalty: 2736.721680
	Iteration 2F: 3 clusters Score -524339.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -524444.875000 Penalty: 2736.721680
	Iteration 3Q: 3 clusters Score -524444.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -524526.875000 Penalty: 2736.721680
	Iteration 4Q: 3 clusters Score -524526.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -524591.125000 Penalty: 2736.721680
	Iteration 5Q: 3 clusters Score -524591.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -524659.187500 Penalty: 2736.721680
	Iteration 6Q: 3 clusters Score -524659.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -524731.062500 Penalty: 2736.721680
	Iteration 7Q: 3 clusters Score -524731.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -524798.187500 Penalty: 2736.721680
	Iteration 8Q: 3 clusters Score -524798.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -524875.187500 Penalty: 2736.721680
	Iteration 9Q: 3 clusters Score -524875.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -524955.187500 Penalty: 2736.721680
	Iteration 10Q: 3 clusters Score -524955.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -525035.625000 Penalty: 2736.721680
	Iteration 11Q: 3 clusters Score -525035.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -525125.437500 Penalty: 2736.721680
	Iteration 12Q: 3 clusters Score -525125.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -525229.375000 Penalty: 2736.721680
	Iteration 13Q: 3 clusters Score -525229.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -525340.125000 Penalty: 2736.721680
	Iteration 14Q: 3 clusters Score -525340.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -525442.375000 Penalty: 2736.721680
	Iteration 15Q: 3 clusters Score -525442.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -525541.312500 Penalty: 2736.721680
	Iteration 16Q: 3 clusters Score -525541.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -525620.437500 Penalty: 2736.721680
	Iteration 17Q: 3 clusters Score -525620.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -525691.625000 Penalty: 2736.721680
	Iteration 18Q: 3 clusters Score -525691.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -525736.375000 Penalty: 2736.721680
	Iteration 19Q: 3 clusters Score -525736.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -525769.687500 Penalty: 2736.721680
	Iteration 20F: 3 clusters Score -525769.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -525795.187500 Penalty: 2736.721680
	Iteration 21Q: 3 clusters Score -525795.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -525807.375000 Penalty: 2736.721680
	Iteration 22Q: 3 clusters Score -525807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -525810.312500 Penalty: 2736.721680
	Iteration 23Q: 3 clusters Score -525810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -525813.812500 Penalty: 2736.721680
	Iteration 24Q: 3 clusters Score -525813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -525817.687500 Penalty: 2736.721680
	Iteration 25Q: 3 clusters Score -525817.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -525819.750000 Penalty: 2736.721680
	Iteration 26Q: 3 clusters Score -525819.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -525820.250000 Penalty: 2736.721680
	Iteration 27Q: 3 clusters Score -525820.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -525823.000000 Penalty: 2736.721680
	Iteration 28Q: 3 clusters Score -525823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -525822.875000 Penalty: 2736.721680
	Iteration 29Q: 3 clusters Score -525822.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -525822.875000 Penalty: 2736.721680
	Iteration 30F: 3 clusters Score -525822.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -322117.125000 Penalty: 1309.632446
	Iteration 0F: 2 clusters Score -322117.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -319316.250000 Penalty: 2619.264893
	Iteration 0F: 3 clusters Score -319316.2 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -320077.218750 Penalty: 2619.264893
	Iteration 1F: 3 clusters Score -320077.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -320274.843750 Penalty: 2619.264893
	Iteration 2F: 3 clusters Score -320274.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -320411.250000 Penalty: 2619.264893
	Iteration 3F: 3 clusters Score -320411.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -320510.187500 Penalty: 2619.264893
	Iteration 4Q: 3 clusters Score -320510.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -320578.843750 Penalty: 2619.264893
	Iteration 5Q: 3 clusters Score -320578.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -320630.468750 Penalty: 2619.264893
	Iteration 6Q: 3 clusters Score -320630.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -320672.906250 Penalty: 2619.264893
	Iteration 7Q: 3 clusters Score -320672.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -320703.500000 Penalty: 2619.264893
	Iteration 8Q: 3 clusters Score -320703.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -320727.156250 Penalty: 2619.264893
	Iteration 9Q: 3 clusters Score -320727.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -320748.343750 Penalty: 2619.264893
	Iteration 10Q: 3 clusters Score -320748.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -320765.031250 Penalty: 2619.264893
	Iteration 11Q: 3 clusters Score -320765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -320777.062500 Penalty: 2619.264893
	Iteration 12Q: 3 clusters Score -320777.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -320789.656250 Penalty: 2619.264893
	Iteration 13Q: 3 clusters Score -320789.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -320804.031250 Penalty: 2619.264893
	Iteration 14Q: 3 clusters Score -320804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320816.125000 Penalty: 2619.264893
	Iteration 15Q: 3 clusters Score -320816.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -320830.937500 Penalty: 2619.264893
	Iteration 16Q: 3 clusters Score -320830.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -320846.281250 Penalty: 2619.264893
	Iteration 17Q: 3 clusters Score -320846.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -320858.843750 Penalty: 2619.264893
	Iteration 18Q: 3 clusters Score -320858.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -320871.812500 Penalty: 2619.264893
	Iteration 19Q: 3 clusters Score -320871.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -320879.531250 Penalty: 2619.264893
	Iteration 20F: 3 clusters Score -320879.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -320887.875000 Penalty: 2619.264893
	Iteration 21Q: 3 clusters Score -320887.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -320898.000000 Penalty: 2619.264893
	Iteration 22Q: 3 clusters Score -320898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -320905.187500 Penalty: 2619.264893
	Iteration 23Q: 3 clusters Score -320905.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -320907.125000 Penalty: 2619.264893
	Iteration 24Q: 3 clusters Score -320907.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -320910.656250 Penalty: 2619.264893
	Iteration 25Q: 3 clusters Score -320910.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -320913.656250 Penalty: 2619.264893
	Iteration 26Q: 3 clusters Score -320913.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -320917.281250 Penalty: 2619.264893
	Iteration 27Q: 3 clusters Score -320917.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -320921.468750 Penalty: 2619.264893
	Iteration 28Q: 3 clusters Score -320921.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -320925.406250 Penalty: 2619.264893
	Iteration 29Q: 3 clusters Score -320925.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -320930.531250 Penalty: 2619.264893
	Iteration 30Q: 3 clusters Score -320930.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -320934.906250 Penalty: 2619.264893
	Iteration 31Q: 3 clusters Score -320934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -320944.781250 Penalty: 2619.264893
	Iteration 32Q: 3 clusters Score -320944.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -320957.781250 Penalty: 2619.264893
	Iteration 33Q: 3 clusters Score -320957.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -320973.593750 Penalty: 2619.264893
	Iteration 34Q: 3 clusters Score -320973.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -320990.906250 Penalty: 2619.264893
	Iteration 35Q: 3 clusters Score -320990.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -321005.375000 Penalty: 2619.264893
	Iteration 36Q: 3 clusters Score -321005.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -321026.937500 Penalty: 2619.264893
	Iteration 37Q: 3 clusters Score -321026.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -321040.562500 Penalty: 2619.264893
	Iteration 38Q: 3 clusters Score -321040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -321051.156250 Penalty: 2619.264893
	Iteration 39Q: 3 clusters Score -321051.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -321057.843750 Penalty: 2619.264893
	Iteration 40F: 3 clusters Score -321057.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -321067.500000 Penalty: 2619.264893
	Iteration 41Q: 3 clusters Score -321067.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -321073.531250 Penalty: 2619.264893
	Iteration 42Q: 3 clusters Score -321073.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -321075.812500 Penalty: 2619.264893
	Iteration 43Q: 3 clusters Score -321075.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -321079.218750 Penalty: 2619.264893
	Iteration 44Q: 3 clusters Score -321079.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -321083.687500 Penalty: 2619.264893
	Iteration 45Q: 3 clusters Score -321083.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -321088.593750 Penalty: 2619.264893
	Iteration 46Q: 3 clusters Score -321088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -321093.375000 Penalty: 2619.264893
	Iteration 47Q: 3 clusters Score -321093.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -321099.218750 Penalty: 2619.264893
	Iteration 48Q: 3 clusters Score -321099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -321102.312500 Penalty: 2619.264893
	Iteration 49Q: 3 clusters Score -321102.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -321104.593750 Penalty: 2619.264893
	Iteration 50Q: 3 clusters Score -321104.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -321106.281250 Penalty: 2619.264893
	Iteration 51Q: 3 clusters Score -321106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -321108.375000 Penalty: 2619.264893
	Iteration 52Q: 3 clusters Score -321108.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -321109.500000 Penalty: 2619.264893
	Iteration 53Q: 3 clusters Score -321109.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -321112.093750 Penalty: 2619.264893
	Iteration 54Q: 3 clusters Score -321112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -321112.531250 Penalty: 2619.264893
	Iteration 55Q: 3 clusters Score -321112.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -321114.593750 Penalty: 2619.264893
	Iteration 56Q: 3 clusters Score -321114.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -321116.562500 Penalty: 2619.264893
	Iteration 57Q: 3 clusters Score -321116.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -321119.500000 Penalty: 2619.264893
	Iteration 58Q: 3 clusters Score -321119.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -321121.343750 Penalty: 2619.264893
	Iteration 59Q: 3 clusters Score -321121.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -321123.406250 Penalty: 2619.264893
	Iteration 60F: 3 clusters Score -321123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -321124.343750 Penalty: 2619.264893
	Iteration 61Q: 3 clusters Score -321124.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -321124.343750 Penalty: 2619.264893
	Iteration 62F: 3 clusters Score -321124.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Entering Unmasked Estep 
Score: -1455476.375000 Penalty: 1537.996704
	Iteration 0F: 2 clusters Score -1455476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1446365.500000 Penalty: 3075.993408
	Iteration 0F: 3 clusters Score -1446366 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1449531.375000 Penalty: 3075.993408
	Iteration 1F: 3 clusters Score -1449531 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1449894.250000 Penalty: 3075.993408
	Iteration 2F: 3 clusters Score -1449894 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1450235.500000 Penalty: 3075.993408
	Iteration 3F: 3 clusters Score -1450236 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1450612.000000 Penalty: 3075.993408
	Iteration 4F: 3 clusters Score -1450612 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1451049.000000 Penalty: 3075.993408
	Iteration 5F: 3 clusters Score -1451049 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1451639.250000 Penalty: 3075.993408
	Iteration 6F: 3 clusters Score -1451639 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1452402.750000 Penalty: 3075.993408
	Iteration 7F: 3 clusters Score -1452403 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1453084.250000 Penalty: 3075.993408
	Iteration 8F: 3 clusters Score -1453084 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1453515.000000 Penalty: 3075.993408
	Iteration 9F: 3 clusters Score -1453515 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1453741.125000 Penalty: 3075.993408
	Iteration 10Q: 3 clusters Score -1453741 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1453876.750000 Penalty: 3075.993408
	Iteration 11Q: 3 clusters Score -1453877 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1453975.125000 Penalty: 3075.993408
	Iteration 12Q: 3 clusters Score -1453975 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1454070.875000 Penalty: 3075.993408
	Iteration 13Q: 3 clusters Score -1454071 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1454141.375000 Penalty: 3075.993408
	Iteration 14Q: 3 clusters Score -1454141 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1454193.000000 Penalty: 3075.993408
	Iteration 15Q: 3 clusters Score -1454193 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1454230.125000 Penalty: 3075.993408
	Iteration 16Q: 3 clusters Score -1454230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1454260.125000 Penalty: 3075.993408
	Iteration 17Q: 3 clusters Score -1454260 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1454288.375000 Penalty: 3075.993408
	Iteration 18Q: 3 clusters Score -1454288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1454320.375000 Penalty: 3075.993408
	Iteration 19Q: 3 clusters Score -1454320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1454342.875000 Penalty: 3075.993408
	Iteration 20F: 3 clusters Score -1454343 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1454371.625000 Penalty: 3075.993408
	Iteration 21Q: 3 clusters Score -1454372 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1454393.125000 Penalty: 3075.993408
	Iteration 22Q: 3 clusters Score -1454393 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1454408.625000 Penalty: 3075.993408
	Iteration 23Q: 3 clusters Score -1454409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1454411.375000 Penalty: 3075.993408
	Iteration 24Q: 3 clusters Score -1454411 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1454422.250000 Penalty: 3075.993408
	Iteration 25Q: 3 clusters Score -1454422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1454432.625000 Penalty: 3075.993408
	Iteration 26Q: 3 clusters Score -1454433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1454438.625000 Penalty: 3075.993408
	Iteration 27Q: 3 clusters Score -1454439 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1454440.250000 Penalty: 3075.993408
	Iteration 28Q: 3 clusters Score -1454440 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1454448.125000 Penalty: 3075.993408
	Iteration 29Q: 3 clusters Score -1454448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1454452.250000 Penalty: 3075.993408
	Iteration 30Q: 3 clusters Score -1454452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1454453.500000 Penalty: 3075.993408
	Iteration 31Q: 3 clusters Score -1454454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1454457.500000 Penalty: 3075.993408
	Iteration 32Q: 3 clusters Score -1454458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1454460.125000 Penalty: 3075.993408
	Iteration 33Q: 3 clusters Score -1454460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1454458.875000 Penalty: 3075.993408
	Iteration 34Q: 3 clusters Score -1454459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1454463.500000 Penalty: 3075.993408
	Iteration 35Q: 3 clusters Score -1454464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1454468.125000 Penalty: 3075.993408
	Iteration 36Q: 3 clusters Score -1454468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1454469.250000 Penalty: 3075.993408
	Iteration 37Q: 3 clusters Score -1454469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1454468.625000 Penalty: 3075.993408
	Iteration 38Q: 3 clusters Score -1454469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1454470.375000 Penalty: 3075.993408
	Iteration 39Q: 3 clusters Score -1454470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1454471.000000 Penalty: 3075.993408
	Iteration 40F: 3 clusters Score -1454471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1454473.250000 Penalty: 3075.993408
	Iteration 41Q: 3 clusters Score -1454473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1454472.250000 Penalty: 3075.993408
	Iteration 42Q: 3 clusters Score -1454472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1454470.375000 Penalty: 3075.993408
	Iteration 43Q: 3 clusters Score -1454470 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1454475.875000 Penalty: 3075.993408
	Iteration 44Q: 3 clusters Score -1454476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1454479.000000 Penalty: 3075.993408
	Iteration 45Q: 3 clusters Score -1454479 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1454482.375000 Penalty: 3075.993408
	Iteration 46Q: 3 clusters Score -1454482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1454479.750000 Penalty: 3075.993408
	Iteration 47Q: 3 clusters Score -1454480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1454481.375000 Penalty: 3075.993408
	Iteration 48Q: 3 clusters Score -1454481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1454482.250000 Penalty: 3075.993408
	Iteration 49Q: 3 clusters Score -1454482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1454483.375000 Penalty: 3075.993408
	Iteration 50Q: 3 clusters Score -1454483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1454483.375000 Penalty: 3075.993408
	Iteration 51Q: 3 clusters Score -1454483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1454482.625000 Penalty: 3075.993408
	Iteration 52Q: 3 clusters Score -1454483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1454479.625000 Penalty: 3075.993408
	Iteration 53Q: 3 clusters Score -1454480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1454479.625000 Penalty: 3075.993408
	Iteration 54F: 3 clusters Score -1454480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Entering Unmasked Estep 
Score: -188339.296875 Penalty: 1210.921143
	Iteration 0F: 2 clusters Score -188339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -186441.343750 Penalty: 2421.842285
	Iteration 0F: 3 clusters Score -186441.3 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -186810.703125 Penalty: 2421.842285
	Iteration 1F: 3 clusters Score -186810.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -186960.390625 Penalty: 2421.842285
	Iteration 2F: 3 clusters Score -186960.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -187087.078125 Penalty: 2421.842285
	Iteration 3F: 3 clusters Score -187087.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187201.312500 Penalty: 2421.842285
	Iteration 4F: 3 clusters Score -187201.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -187306.078125 Penalty: 2421.842285
	Iteration 5F: 3 clusters Score -187306.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -187396.125000 Penalty: 2421.842285
	Iteration 6F: 3 clusters Score -187396.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -187470.984375 Penalty: 2421.842285
	Iteration 7Q: 3 clusters Score -187471 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -187549.578125 Penalty: 2421.842285
	Iteration 8Q: 3 clusters Score -187549.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -187648.140625 Penalty: 2421.842285
	Iteration 9Q: 3 clusters Score -187648.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -187721.000000 Penalty: 2421.842285
	Iteration 10Q: 3 clusters Score -187721 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -187757.640625 Penalty: 2421.842285
	Iteration 11Q: 3 clusters Score -187757.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -187789.562500 Penalty: 2421.842285
	Iteration 12Q: 3 clusters Score -187789.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -187805.890625 Penalty: 2421.842285
	Iteration 13Q: 3 clusters Score -187805.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -187819.453125 Penalty: 2421.842285
	Iteration 14Q: 3 clusters Score -187819.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -187843.312500 Penalty: 2421.842285
	Iteration 15Q: 3 clusters Score -187843.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -187857.937500 Penalty: 2421.842285
	Iteration 16Q: 3 clusters Score -187857.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -187867.218750 Penalty: 2421.842285
	Iteration 17Q: 3 clusters Score -187867.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -187872.078125 Penalty: 2421.842285
	Iteration 18Q: 3 clusters Score -187872.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -187874.968750 Penalty: 2421.842285
	Iteration 19Q: 3 clusters Score -187875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -187877.875000 Penalty: 2421.842285
	Iteration 20F: 3 clusters Score -187877.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -187878.187500 Penalty: 2421.842285
	Iteration 21Q: 3 clusters Score -187878.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -187878.187500 Penalty: 2421.842285
	Iteration 22F: 3 clusters Score -187878.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Entering Unmasked Estep 
Score: -771398.062500 Penalty: 1428.517578
	Iteration 0F: 2 clusters Score -771398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -766389.375000 Penalty: 2857.035156
	Iteration 0F: 3 clusters Score -766389.4 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -767923.250000 Penalty: 2857.035156
	Iteration 1F: 3 clusters Score -767923.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -768115.875000 Penalty: 2857.035156
	Iteration 2F: 3 clusters Score -768115.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -768281.937500 Penalty: 2857.035156
	Iteration 3F: 3 clusters Score -768281.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -768422.437500 Penalty: 2857.035156
	Iteration 4Q: 3 clusters Score -768422.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -768568.000000 Penalty: 2857.035156
	Iteration 5Q: 3 clusters Score -768568 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -768740.375000 Penalty: 2857.035156
	Iteration 6Q: 3 clusters Score -768740.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -768918.812500 Penalty: 2857.035156
	Iteration 7Q: 3 clusters Score -768918.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -769077.500000 Penalty: 2857.035156
	Iteration 8Q: 3 clusters Score -769077.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -769245.812500 Penalty: 2857.035156
	Iteration 9Q: 3 clusters Score -769245.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -769420.625000 Penalty: 2857.035156
	Iteration 10Q: 3 clusters Score -769420.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769567.000000 Penalty: 2857.035156
	Iteration 11Q: 3 clusters Score -769567 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -769693.375000 Penalty: 2857.035156
	Iteration 12Q: 3 clusters Score -769693.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -769788.062500 Penalty: 2857.035156
	Iteration 13Q: 3 clusters Score -769788.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -769867.750000 Penalty: 2857.035156
	Iteration 14Q: 3 clusters Score -769867.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -769916.812500 Penalty: 2857.035156
	Iteration 15Q: 3 clusters Score -769916.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -769946.750000 Penalty: 2857.035156
	Iteration 16Q: 3 clusters Score -769946.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -769976.562500 Penalty: 2857.035156
	Iteration 17Q: 3 clusters Score -769976.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -769995.062500 Penalty: 2857.035156
	Iteration 18Q: 3 clusters Score -769995.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -770011.875000 Penalty: 2857.035156
	Iteration 19Q: 3 clusters Score -770011.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -770028.000000 Penalty: 2857.035156
	Iteration 20F: 3 clusters Score -770028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -770045.812500 Penalty: 2857.035156
	Iteration 21Q: 3 clusters Score -770045.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -770054.625000 Penalty: 2857.035156
	Iteration 22Q: 3 clusters Score -770054.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -770066.125000 Penalty: 2857.035156
	Iteration 23Q: 3 clusters Score -770066.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -770082.937500 Penalty: 2857.035156
	Iteration 24Q: 3 clusters Score -770082.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -770096.937500 Penalty: 2857.035156
	Iteration 25Q: 3 clusters Score -770096.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -770109.437500 Penalty: 2857.035156
	Iteration 26Q: 3 clusters Score -770109.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -770121.750000 Penalty: 2857.035156
	Iteration 27Q: 3 clusters Score -770121.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -770128.312500 Penalty: 2857.035156
	Iteration 28Q: 3 clusters Score -770128.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -770141.875000 Penalty: 2857.035156
	Iteration 29Q: 3 clusters Score -770141.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -770155.437500 Penalty: 2857.035156
	Iteration 30Q: 3 clusters Score -770155.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -770164.500000 Penalty: 2857.035156
	Iteration 31Q: 3 clusters Score -770164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -770171.562500 Penalty: 2857.035156
	Iteration 32Q: 3 clusters Score -770171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -770179.062500 Penalty: 2857.035156
	Iteration 33Q: 3 clusters Score -770179.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -770194.250000 Penalty: 2857.035156
	Iteration 34Q: 3 clusters Score -770194.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -770201.937500 Penalty: 2857.035156
	Iteration 35Q: 3 clusters Score -770201.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -770211.000000 Penalty: 2857.035156
	Iteration 36Q: 3 clusters Score -770211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -770219.312500 Penalty: 2857.035156
	Iteration 37Q: 3 clusters Score -770219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -770225.000000 Penalty: 2857.035156
	Iteration 38Q: 3 clusters Score -770225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -770224.250000 Penalty: 2857.035156
	Iteration 39Q: 3 clusters Score -770224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -770227.000000 Penalty: 2857.035156
	Iteration 40F: 3 clusters Score -770227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -770231.375000 Penalty: 2857.035156
	Iteration 41Q: 3 clusters Score -770231.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -770231.125000 Penalty: 2857.035156
	Iteration 42Q: 3 clusters Score -770231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -770232.625000 Penalty: 2857.035156
	Iteration 43Q: 3 clusters Score -770232.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -770233.687500 Penalty: 2857.035156
	Iteration 44Q: 3 clusters Score -770233.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -770233.437500 Penalty: 2857.035156
	Iteration 45Q: 3 clusters Score -770233.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -770233.625000 Penalty: 2857.035156
	Iteration 46Q: 3 clusters Score -770233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -770234.937500 Penalty: 2857.035156
	Iteration 47Q: 3 clusters Score -770234.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -770234.937500 Penalty: 2857.035156
	Iteration 48F: 3 clusters Score -770234.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -377137.093750 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -377137.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -374184.093750 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -374184.1 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -375017.156250 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -375017.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -375212.250000 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -375212.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -375389.187500 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -375389.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -375567.562500 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -375567.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -375713.593750 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -375713.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -375858.937500 Penalty: 2640.926270
	Iteration 6Q: 3 clusters Score -375858.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -376002.812500 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -376002.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -376129.312500 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -376129.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -376219.750000 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -376219.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -376288.156250 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -376288.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -376348.562500 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -376348.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -376405.000000 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -376405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -376467.250000 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -376467.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -376554.000000 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -376554 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -376674.656250 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -376674.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -376800.218750 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -376800.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -376872.125000 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -376872.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -376902.000000 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -376902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -376918.718750 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -376918.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -376937.281250 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -376937.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -376943.875000 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -376943.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -376947.593750 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -376947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -376952.937500 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -376952.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -376956.750000 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -376956.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -376959.656250 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -376959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -376964.406250 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -376964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -376966.343750 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -376966.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -376969.937500 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -376969.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -376973.062500 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -376973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -376976.750000 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -376976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -376979.906250 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -376979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -376981.218750 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -376981.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -376982.968750 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -376983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -376985.000000 Penalty: 2640.926270
	Iteration 34Q: 3 clusters Score -376985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -376985.031250 Penalty: 2640.926270
	Iteration 35Q: 3 clusters Score -376985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -376985.031250 Penalty: 2640.926270
	Iteration 36F: 3 clusters Score -376985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Entering Unmasked Estep 
Score: -656027.187500 Penalty: 1410.056152
	Iteration 0F: 2 clusters Score -656027.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -651520.625000 Penalty: 2820.112305
	Iteration 0F: 3 clusters Score -651520.6 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -652824.250000 Penalty: 2820.112305
	Iteration 1F: 3 clusters Score -652824.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -653036.375000 Penalty: 2820.112305
	Iteration 2F: 3 clusters Score -653036.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -653201.750000 Penalty: 2820.112305
	Iteration 3F: 3 clusters Score -653201.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -653335.625000 Penalty: 2820.112305
	Iteration 4Q: 3 clusters Score -653335.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -653469.062500 Penalty: 2820.112305
	Iteration 5Q: 3 clusters Score -653469.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -653595.875000 Penalty: 2820.112305
	Iteration 6Q: 3 clusters Score -653595.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -653746.687500 Penalty: 2820.112305
	Iteration 7Q: 3 clusters Score -653746.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -653917.875000 Penalty: 2820.112305
	Iteration 8Q: 3 clusters Score -653917.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -654077.062500 Penalty: 2820.112305
	Iteration 9Q: 3 clusters Score -654077.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -654229.375000 Penalty: 2820.112305
	Iteration 10Q: 3 clusters Score -654229.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -654404.750000 Penalty: 2820.112305
	Iteration 11Q: 3 clusters Score -654404.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -654543.562500 Penalty: 2820.112305
	Iteration 12Q: 3 clusters Score -654543.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -654702.125000 Penalty: 2820.112305
	Iteration 13Q: 3 clusters Score -654702.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -654860.000000 Penalty: 2820.112305
	Iteration 14Q: 3 clusters Score -654860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -655011.562500 Penalty: 2820.112305
	Iteration 15Q: 3 clusters Score -655011.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -655149.062500 Penalty: 2820.112305
	Iteration 16Q: 3 clusters Score -655149.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -655287.062500 Penalty: 2820.112305
	Iteration 17Q: 3 clusters Score -655287.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -655382.187500 Penalty: 2820.112305
	Iteration 18Q: 3 clusters Score -655382.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -655455.000000 Penalty: 2820.112305
	Iteration 19Q: 3 clusters Score -655455 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -655503.875000 Penalty: 2820.112305
	Iteration 20F: 3 clusters Score -655503.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -655542.000000 Penalty: 2820.112305
	Iteration 21Q: 3 clusters Score -655542 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -655570.187500 Penalty: 2820.112305
	Iteration 22Q: 3 clusters Score -655570.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -655578.187500 Penalty: 2820.112305
	Iteration 23Q: 3 clusters Score -655578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -655584.625000 Penalty: 2820.112305
	Iteration 24Q: 3 clusters Score -655584.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -655589.375000 Penalty: 2820.112305
	Iteration 25Q: 3 clusters Score -655589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -655591.312500 Penalty: 2820.112305
	Iteration 26Q: 3 clusters Score -655591.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -655591.937500 Penalty: 2820.112305
	Iteration 27Q: 3 clusters Score -655591.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -655591.937500 Penalty: 2820.112305
	Iteration 28F: 3 clusters Score -655591.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Entering Unmasked Estep 
Score: -728514.437500 Penalty: 1427.774292
	Iteration 0F: 2 clusters Score -728514.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -723617.125000 Penalty: 2855.548584
	Iteration 0F: 3 clusters Score -723617.1 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -725219.125000 Penalty: 2855.548584
	Iteration 1F: 3 clusters Score -725219.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -725581.562500 Penalty: 2855.548584
	Iteration 2F: 3 clusters Score -725581.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -725868.312500 Penalty: 2855.548584
	Iteration 3F: 3 clusters Score -725868.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -726162.000000 Penalty: 2855.548584
	Iteration 4F: 3 clusters Score -726162 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -726535.687500 Penalty: 2855.548584
	Iteration 5F: 3 clusters Score -726535.7 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -726993.375000 Penalty: 2855.548584
	Iteration 6F: 3 clusters Score -726993.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -727441.187500 Penalty: 2855.548584
	Iteration 7F: 3 clusters Score -727441.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -727835.750000 Penalty: 2855.548584
	Iteration 8F: 3 clusters Score -727835.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -728075.250000 Penalty: 2855.548584
	Iteration 9Q: 3 clusters Score -728075.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -728208.937500 Penalty: 2855.548584
	Iteration 10Q: 3 clusters Score -728208.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -728265.375000 Penalty: 2855.548584
	Iteration 11Q: 3 clusters Score -728265.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -728281.437500 Penalty: 2855.548584
	Iteration 12Q: 3 clusters Score -728281.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -728290.937500 Penalty: 2855.548584
	Iteration 13Q: 3 clusters Score -728290.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -728300.750000 Penalty: 2855.548584
	Iteration 14Q: 3 clusters Score -728300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -728303.125000 Penalty: 2855.548584
	Iteration 15Q: 3 clusters Score -728303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -728307.687500 Penalty: 2855.548584
	Iteration 16Q: 3 clusters Score -728307.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -728307.250000 Penalty: 2855.548584
	Iteration 17Q: 3 clusters Score -728307.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -728309.625000 Penalty: 2855.548584
	Iteration 18Q: 3 clusters Score -728309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -728310.437500 Penalty: 2855.548584
	Iteration 19Q: 3 clusters Score -728310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -728311.625000 Penalty: 2855.548584
	Iteration 20F: 3 clusters Score -728311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -728313.750000 Penalty: 2855.548584
	Iteration 21Q: 3 clusters Score -728313.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -728315.187500 Penalty: 2855.548584
	Iteration 22Q: 3 clusters Score -728315.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -728314.000000 Penalty: 2855.548584
	Iteration 23Q: 3 clusters Score -728314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -728313.562500 Penalty: 2855.548584
	Iteration 24Q: 3 clusters Score -728313.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -728315.375000 Penalty: 2855.548584
	Iteration 25Q: 3 clusters Score -728315.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -728315.250000 Penalty: 2855.548584
	Iteration 26Q: 3 clusters Score -728315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -728314.812500 Penalty: 2855.548584
	Iteration 27Q: 3 clusters Score -728314.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -728314.812500 Penalty: 2855.548584
	Iteration 28F: 3 clusters Score -728314.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Entering Unmasked Estep 
Score: -2411738.750000 Penalty: 1616.516113
	Iteration 0F: 2 clusters Score -2411739 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2397512.250000 Penalty: 3233.032227
	Iteration 0F: 3 clusters Score -2397512 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2402742.750000 Penalty: 3233.032227
	Iteration 1F: 3 clusters Score -2402743 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2403243.500000 Penalty: 3233.032227
	Iteration 2F: 3 clusters Score -2403244 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2403878.250000 Penalty: 3233.032227
	Iteration 3F: 3 clusters Score -2403878 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2404779.250000 Penalty: 3233.032227
	Iteration 4F: 3 clusters Score -2404779 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -2405994.500000 Penalty: 3233.032227
	Iteration 5F: 3 clusters Score -2405994 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -2407428.750000 Penalty: 3233.032227
	Iteration 6F: 3 clusters Score -2407429 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2408762.250000 Penalty: 3233.032227
	Iteration 7F: 3 clusters Score -2408762 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -2409880.000000 Penalty: 3233.032227
	Iteration 8Q: 3 clusters Score -2409880 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2410492.250000 Penalty: 3233.032227
	Iteration 9Q: 3 clusters Score -2410492 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2410791.250000 Penalty: 3233.032227
	Iteration 10Q: 3 clusters Score -2410791 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2410911.750000 Penalty: 3233.032227
	Iteration 11Q: 3 clusters Score -2410912 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -2410951.750000 Penalty: 3233.032227
	Iteration 12Q: 3 clusters Score -2410952 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2410993.500000 Penalty: 3233.032227
	Iteration 13Q: 3 clusters Score -2410994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2411015.500000 Penalty: 3233.032227
	Iteration 14Q: 3 clusters Score -2411016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2411028.000000 Penalty: 3233.032227
	Iteration 15Q: 3 clusters Score -2411028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2411035.750000 Penalty: 3233.032227
	Iteration 16Q: 3 clusters Score -2411036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2411036.750000 Penalty: 3233.032227
	Iteration 17Q: 3 clusters Score -2411037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2411034.500000 Penalty: 3233.032227
	Iteration 18Q: 3 clusters Score -2411034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2411039.500000 Penalty: 3233.032227
	Iteration 19Q: 3 clusters Score -2411040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2411041.250000 Penalty: 3233.032227
	Iteration 20F: 3 clusters Score -2411041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2411044.750000 Penalty: 3233.032227
	Iteration 21Q: 3 clusters Score -2411045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -2411049.750000 Penalty: 3233.032227
	Iteration 22Q: 3 clusters Score -2411050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2411050.250000 Penalty: 3233.032227
	Iteration 23Q: 3 clusters Score -2411050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2411050.750000 Penalty: 3233.032227
	Iteration 24Q: 3 clusters Score -2411051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2411052.000000 Penalty: 3233.032227
	Iteration 25Q: 3 clusters Score -2411052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2411056.500000 Penalty: 3233.032227
	Iteration 26Q: 3 clusters Score -2411056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2411059.250000 Penalty: 3233.032227
	Iteration 27Q: 3 clusters Score -2411059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2411054.500000 Penalty: 3233.032227
	Iteration 28Q: 3 clusters Score -2411054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2411059.000000 Penalty: 3233.032227
	Iteration 29Q: 3 clusters Score -2411059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2411058.500000 Penalty: 3233.032227
	Iteration 30Q: 3 clusters Score -2411058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2411056.750000 Penalty: 3233.032227
	Iteration 31Q: 3 clusters Score -2411057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2411057.000000 Penalty: 3233.032227
	Iteration 32Q: 3 clusters Score -2411057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2411057.000000 Penalty: 3233.032227
	Iteration 33F: 3 clusters Score -2411057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Entering Unmasked Estep 
Score: -107542.679688 Penalty: 1119.227295
	Iteration 0F: 2 clusters Score -107542.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106121.953125 Penalty: 2238.454590
	Iteration 0F: 3 clusters Score -106122 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -106357.609375 Penalty: 2238.454590
	Iteration 1F: 3 clusters Score -106357.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -106413.289062 Penalty: 2238.454590
	Iteration 2F: 3 clusters Score -106413.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -106448.500000 Penalty: 2238.454590
	Iteration 3Q: 3 clusters Score -106448.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -106471.570312 Penalty: 2238.454590
	Iteration 4Q: 3 clusters Score -106471.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -106486.085938 Penalty: 2238.454590
	Iteration 5Q: 3 clusters Score -106486.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -106494.789062 Penalty: 2238.454590
	Iteration 6Q: 3 clusters Score -106494.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -106498.812500 Penalty: 2238.454590
	Iteration 7Q: 3 clusters Score -106498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -106505.562500 Penalty: 2238.454590
	Iteration 8Q: 3 clusters Score -106505.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106510.710938 Penalty: 2238.454590
	Iteration 9Q: 3 clusters Score -106510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -106516.140625 Penalty: 2238.454590
	Iteration 10Q: 3 clusters Score -106516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -106517.101562 Penalty: 2238.454590
	Iteration 11Q: 3 clusters Score -106517.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -106518.156250 Penalty: 2238.454590
	Iteration 12Q: 3 clusters Score -106518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106522.328125 Penalty: 2238.454590
	Iteration 13Q: 3 clusters Score -106522.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106526.125000 Penalty: 2238.454590
	Iteration 14Q: 3 clusters Score -106526.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -106528.335938 Penalty: 2238.454590
	Iteration 15Q: 3 clusters Score -106528.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106529.859375 Penalty: 2238.454590
	Iteration 16Q: 3 clusters Score -106529.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -106531.515625 Penalty: 2238.454590
	Iteration 17Q: 3 clusters Score -106531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106532.046875 Penalty: 2238.454590
	Iteration 18Q: 3 clusters Score -106532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106532.046875 Penalty: 2238.454590
	Iteration 19F: 3 clusters Score -106532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -170018.156250 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -170018.2 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 764 members 
Entering Unmasked Estep 
Score: -168266.234375 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -168266.2 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -168686.000000 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -168686 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -168835.015625 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -168835 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -168913.343750 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -168913.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -168962.500000 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -168962.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -168984.640625 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -168984.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -169007.000000 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -169007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -169026.390625 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -169026.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169039.562500 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -169039.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -169043.390625 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -169043.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -169047.937500 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -169047.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -169050.406250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -169050.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -169053.218750 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -169053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -169056.140625 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -169056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -169058.453125 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -169058.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -169060.187500 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -169060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169061.468750 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -169061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -169061.890625 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -169061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169062.234375 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -169062.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -169062.234375 Penalty: 2388.081787
	Iteration 19F: 3 clusters Score -169062.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -544802.125000 Penalty: 1377.308716
	Iteration 0F: 2 clusters Score -544802.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -540921.812500 Penalty: 2754.617432
	Iteration 0F: 3 clusters Score -540921.8 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -541982.312500 Penalty: 2754.617432
	Iteration 1F: 3 clusters Score -541982.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -542140.312500 Penalty: 2754.617432
	Iteration 2F: 3 clusters Score -542140.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -542264.750000 Penalty: 2754.617432
	Iteration 3F: 3 clusters Score -542264.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -542369.937500 Penalty: 2754.617432
	Iteration 4Q: 3 clusters Score -542369.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -542472.250000 Penalty: 2754.617432
	Iteration 5Q: 3 clusters Score -542472.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -542580.312500 Penalty: 2754.617432
	Iteration 6Q: 3 clusters Score -542580.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -542700.312500 Penalty: 2754.617432
	Iteration 7Q: 3 clusters Score -542700.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -542833.437500 Penalty: 2754.617432
	Iteration 8Q: 3 clusters Score -542833.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -542981.812500 Penalty: 2754.617432
	Iteration 9Q: 3 clusters Score -542981.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -543109.812500 Penalty: 2754.617432
	Iteration 10Q: 3 clusters Score -543109.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -543202.187500 Penalty: 2754.617432
	Iteration 11Q: 3 clusters Score -543202.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -543280.812500 Penalty: 2754.617432
	Iteration 12Q: 3 clusters Score -543280.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -543358.937500 Penalty: 2754.617432
	Iteration 13Q: 3 clusters Score -543358.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -543415.125000 Penalty: 2754.617432
	Iteration 14Q: 3 clusters Score -543415.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -543455.125000 Penalty: 2754.617432
	Iteration 15Q: 3 clusters Score -543455.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -543493.250000 Penalty: 2754.617432
	Iteration 16Q: 3 clusters Score -543493.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -543525.250000 Penalty: 2754.617432
	Iteration 17Q: 3 clusters Score -543525.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -543548.312500 Penalty: 2754.617432
	Iteration 18Q: 3 clusters Score -543548.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -543561.750000 Penalty: 2754.617432
	Iteration 19Q: 3 clusters Score -543561.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -543568.437500 Penalty: 2754.617432
	Iteration 20F: 3 clusters Score -543568.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -543575.062500 Penalty: 2754.617432
	Iteration 21Q: 3 clusters Score -543575.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -543580.250000 Penalty: 2754.617432
	Iteration 22Q: 3 clusters Score -543580.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -543583.375000 Penalty: 2754.617432
	Iteration 23Q: 3 clusters Score -543583.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -543587.000000 Penalty: 2754.617432
	Iteration 24Q: 3 clusters Score -543587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -543588.250000 Penalty: 2754.617432
	Iteration 25Q: 3 clusters Score -543588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -543590.125000 Penalty: 2754.617432
	Iteration 26Q: 3 clusters Score -543590.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -543591.937500 Penalty: 2754.617432
	Iteration 27Q: 3 clusters Score -543591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -543593.750000 Penalty: 2754.617432
	Iteration 28Q: 3 clusters Score -543593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -543595.687500 Penalty: 2754.617432
	Iteration 29Q: 3 clusters Score -543595.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -543601.125000 Penalty: 2754.617432
	Iteration 30Q: 3 clusters Score -543601.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -543603.500000 Penalty: 2754.617432
	Iteration 31Q: 3 clusters Score -543603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -543607.000000 Penalty: 2754.617432
	Iteration 32Q: 3 clusters Score -543607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -543608.062500 Penalty: 2754.617432
	Iteration 33Q: 3 clusters Score -543608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -543609.125000 Penalty: 2754.617432
	Iteration 34Q: 3 clusters Score -543609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -543610.875000 Penalty: 2754.617432
	Iteration 35Q: 3 clusters Score -543610.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -543611.687500 Penalty: 2754.617432
	Iteration 36Q: 3 clusters Score -543611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -543611.937500 Penalty: 2754.617432
	Iteration 37Q: 3 clusters Score -543611.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -543611.937500 Penalty: 2754.617432
	Iteration 38F: 3 clusters Score -543611.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Entering Unmasked Estep 
Score: -228062.046875 Penalty: 1232.277710
	Iteration 0F: 2 clusters Score -228062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -225977.781250 Penalty: 2464.555420
	Iteration 0F: 3 clusters Score -225977.8 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -226396.859375 Penalty: 2464.555420
	Iteration 1F: 3 clusters Score -226396.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -226524.968750 Penalty: 2464.555420
	Iteration 2F: 3 clusters Score -226525 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -226587.000000 Penalty: 2464.555420
	Iteration 3F: 3 clusters Score -226587 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -226636.484375 Penalty: 2464.555420
	Iteration 4Q: 3 clusters Score -226636.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -226670.484375 Penalty: 2464.555420
	Iteration 5Q: 3 clusters Score -226670.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -226699.187500 Penalty: 2464.555420
	Iteration 6Q: 3 clusters Score -226699.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -226724.406250 Penalty: 2464.555420
	Iteration 7Q: 3 clusters Score -226724.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -226741.734375 Penalty: 2464.555420
	Iteration 8Q: 3 clusters Score -226741.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -226751.890625 Penalty: 2464.555420
	Iteration 9Q: 3 clusters Score -226751.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -226762.156250 Penalty: 2464.555420
	Iteration 10Q: 3 clusters Score -226762.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -226771.375000 Penalty: 2464.555420
	Iteration 11Q: 3 clusters Score -226771.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -226783.375000 Penalty: 2464.555420
	Iteration 12Q: 3 clusters Score -226783.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -226795.375000 Penalty: 2464.555420
	Iteration 13Q: 3 clusters Score -226795.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -226804.234375 Penalty: 2464.555420
	Iteration 14Q: 3 clusters Score -226804.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -226810.968750 Penalty: 2464.555420
	Iteration 15Q: 3 clusters Score -226811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -226822.953125 Penalty: 2464.555420
	Iteration 16Q: 3 clusters Score -226823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -226832.437500 Penalty: 2464.555420
	Iteration 17Q: 3 clusters Score -226832.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -226847.187500 Penalty: 2464.555420
	Iteration 18Q: 3 clusters Score -226847.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -226860.375000 Penalty: 2464.555420
	Iteration 19Q: 3 clusters Score -226860.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -226874.046875 Penalty: 2464.555420
	Iteration 20F: 3 clusters Score -226874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -226888.968750 Penalty: 2464.555420
	Iteration 21Q: 3 clusters Score -226889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -226902.734375 Penalty: 2464.555420
	Iteration 22Q: 3 clusters Score -226902.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -226914.156250 Penalty: 2464.555420
	Iteration 23Q: 3 clusters Score -226914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -226920.812500 Penalty: 2464.555420
	Iteration 24Q: 3 clusters Score -226920.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -226927.953125 Penalty: 2464.555420
	Iteration 25Q: 3 clusters Score -226928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -226929.250000 Penalty: 2464.555420
	Iteration 26Q: 3 clusters Score -226929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -226931.109375 Penalty: 2464.555420
	Iteration 27Q: 3 clusters Score -226931.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -226935.078125 Penalty: 2464.555420
	Iteration 28Q: 3 clusters Score -226935.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -226935.953125 Penalty: 2464.555420
	Iteration 29Q: 3 clusters Score -226936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -226936.546875 Penalty: 2464.555420
	Iteration 30Q: 3 clusters Score -226936.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -226936.546875 Penalty: 2464.555420
	Iteration 31F: 3 clusters Score -226936.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -545351.187500 Penalty: 1391.972412
	Iteration 0F: 2 clusters Score -545351.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -541213.000000 Penalty: 2783.944824
	Iteration 0F: 3 clusters Score -541213 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -542562.687500 Penalty: 2783.944824
	Iteration 1F: 3 clusters Score -542562.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -542891.062500 Penalty: 2783.944824
	Iteration 2F: 3 clusters Score -542891.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -543086.312500 Penalty: 2783.944824
	Iteration 3F: 3 clusters Score -543086.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -543223.875000 Penalty: 2783.944824
	Iteration 4Q: 3 clusters Score -543223.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -543345.312500 Penalty: 2783.944824
	Iteration 5Q: 3 clusters Score -543345.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -543448.437500 Penalty: 2783.944824
	Iteration 6Q: 3 clusters Score -543448.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -543545.750000 Penalty: 2783.944824
	Iteration 7Q: 3 clusters Score -543545.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -543643.687500 Penalty: 2783.944824
	Iteration 8Q: 3 clusters Score -543643.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -543728.875000 Penalty: 2783.944824
	Iteration 9Q: 3 clusters Score -543728.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -543793.312500 Penalty: 2783.944824
	Iteration 10Q: 3 clusters Score -543793.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -543834.250000 Penalty: 2783.944824
	Iteration 11Q: 3 clusters Score -543834.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -543870.312500 Penalty: 2783.944824
	Iteration 12Q: 3 clusters Score -543870.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -543910.250000 Penalty: 2783.944824
	Iteration 13Q: 3 clusters Score -543910.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -543948.875000 Penalty: 2783.944824
	Iteration 14Q: 3 clusters Score -543948.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -543983.500000 Penalty: 2783.944824
	Iteration 15Q: 3 clusters Score -543983.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -544017.875000 Penalty: 2783.944824
	Iteration 16Q: 3 clusters Score -544017.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -544044.312500 Penalty: 2783.944824
	Iteration 17Q: 3 clusters Score -544044.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -544063.250000 Penalty: 2783.944824
	Iteration 18Q: 3 clusters Score -544063.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -544078.500000 Penalty: 2783.944824
	Iteration 19Q: 3 clusters Score -544078.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -544100.687500 Penalty: 2783.944824
	Iteration 20F: 3 clusters Score -544100.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -544117.812500 Penalty: 2783.944824
	Iteration 21Q: 3 clusters Score -544117.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -544136.312500 Penalty: 2783.944824
	Iteration 22Q: 3 clusters Score -544136.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -544151.687500 Penalty: 2783.944824
	Iteration 23Q: 3 clusters Score -544151.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -544159.562500 Penalty: 2783.944824
	Iteration 24Q: 3 clusters Score -544159.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -544166.125000 Penalty: 2783.944824
	Iteration 25Q: 3 clusters Score -544166.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -544173.937500 Penalty: 2783.944824
	Iteration 26Q: 3 clusters Score -544173.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -544185.375000 Penalty: 2783.944824
	Iteration 27Q: 3 clusters Score -544185.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -544196.312500 Penalty: 2783.944824
	Iteration 28Q: 3 clusters Score -544196.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -544211.000000 Penalty: 2783.944824
	Iteration 29Q: 3 clusters Score -544211 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -544228.687500 Penalty: 2783.944824
	Iteration 30Q: 3 clusters Score -544228.7 nChanged 27
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: -544241.062500 Penalty: 2783.944824
	Iteration 31Q: 3 clusters Score -544241.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -544254.250000 Penalty: 2783.944824
	Iteration 32Q: 3 clusters Score -544254.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -544266.312500 Penalty: 2783.944824
	Iteration 33Q: 3 clusters Score -544266.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -544276.750000 Penalty: 2783.944824
	Iteration 34Q: 3 clusters Score -544276.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -544284.187500 Penalty: 2783.944824
	Iteration 35Q: 3 clusters Score -544284.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -544298.250000 Penalty: 2783.944824
	Iteration 36Q: 3 clusters Score -544298.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -544312.000000 Penalty: 2783.944824
	Iteration 37Q: 3 clusters Score -544312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -544341.187500 Penalty: 2783.944824
	Iteration 38Q: 3 clusters Score -544341.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -544381.937500 Penalty: 2783.944824
	Iteration 39Q: 3 clusters Score -544381.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -544418.500000 Penalty: 2783.944824
	Iteration 40F: 3 clusters Score -544418.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -544457.875000 Penalty: 2783.944824
	Iteration 41Q: 3 clusters Score -544457.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -544493.500000 Penalty: 2783.944824
	Iteration 42Q: 3 clusters Score -544493.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -544533.687500 Penalty: 2783.944824
	Iteration 43Q: 3 clusters Score -544533.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -544577.687500 Penalty: 2783.944824
	Iteration 44Q: 3 clusters Score -544577.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -544616.625000 Penalty: 2783.944824
	Iteration 45Q: 3 clusters Score -544616.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -544648.687500 Penalty: 2783.944824
	Iteration 46Q: 3 clusters Score -544648.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -544677.562500 Penalty: 2783.944824
	Iteration 47Q: 3 clusters Score -544677.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -544698.937500 Penalty: 2783.944824
	Iteration 48Q: 3 clusters Score -544698.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -544717.250000 Penalty: 2783.944824
	Iteration 49Q: 3 clusters Score -544717.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -544740.125000 Penalty: 2783.944824
	Iteration 50Q: 3 clusters Score -544740.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -544757.375000 Penalty: 2783.944824
	Iteration 51Q: 3 clusters Score -544757.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -544766.875000 Penalty: 2783.944824
	Iteration 52Q: 3 clusters Score -544766.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -544773.187500 Penalty: 2783.944824
	Iteration 53Q: 3 clusters Score -544773.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -544780.437500 Penalty: 2783.944824
	Iteration 54Q: 3 clusters Score -544780.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -544786.000000 Penalty: 2783.944824
	Iteration 55Q: 3 clusters Score -544786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -544792.437500 Penalty: 2783.944824
	Iteration 56Q: 3 clusters Score -544792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -544795.000000 Penalty: 2783.944824
	Iteration 57Q: 3 clusters Score -544795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -544799.250000 Penalty: 2783.944824
	Iteration 58Q: 3 clusters Score -544799.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -544801.250000 Penalty: 2783.944824
	Iteration 59Q: 3 clusters Score -544801.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -544804.750000 Penalty: 2783.944824
	Iteration 60F: 3 clusters Score -544804.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -544810.000000 Penalty: 2783.944824
	Iteration 61Q: 3 clusters Score -544810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -544812.250000 Penalty: 2783.944824
	Iteration 62Q: 3 clusters Score -544812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -544813.062500 Penalty: 2783.944824
	Iteration 63Q: 3 clusters Score -544813.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -544814.125000 Penalty: 2783.944824
	Iteration 64Q: 3 clusters Score -544814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -544814.125000 Penalty: 2783.944824
	Iteration 65F: 3 clusters Score -544814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -54021.925781 Penalty: 1035.386963
	Iteration 0F: 2 clusters Score -54021.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -52960.515625 Penalty: 2070.773926
	Iteration 0F: 3 clusters Score -52960.52 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -53320.683594 Penalty: 2070.773926
	Iteration 1F: 3 clusters Score -53320.68 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53539.687500 Penalty: 2070.773926
	Iteration 2F: 3 clusters Score -53539.69 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -53752.078125 Penalty: 2070.773926
	Iteration 3F: 3 clusters Score -53752.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -53962.226562 Penalty: 2070.773926
	Iteration 4F: 3 clusters Score -53962.23 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -54110.339844 Penalty: 2070.773926
	Iteration 5Q: 3 clusters Score -54110.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -54189.101562 Penalty: 2070.773926
	Iteration 6Q: 3 clusters Score -54189.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -54258.300781 Penalty: 2070.773926
	Iteration 7Q: 3 clusters Score -54258.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -54336.519531 Penalty: 2070.773926
	Iteration 8Q: 3 clusters Score -54336.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -54377.027344 Penalty: 2070.773926
	Iteration 9Q: 3 clusters Score -54377.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -54385.785156 Penalty: 2070.773926
	Iteration 10Q: 3 clusters Score -54385.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -54397.402344 Penalty: 2070.773926
	Iteration 11Q: 3 clusters Score -54397.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -54408.050781 Penalty: 2070.773926
	Iteration 12Q: 3 clusters Score -54408.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -54419.906250 Penalty: 2070.773926
	Iteration 13Q: 3 clusters Score -54419.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -54440.582031 Penalty: 2070.773926
	Iteration 14Q: 3 clusters Score -54440.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -54460.593750 Penalty: 2070.773926
	Iteration 15Q: 3 clusters Score -54460.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -54476.500000 Penalty: 2070.773926
	Iteration 16Q: 3 clusters Score -54476.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54483.640625 Penalty: 2070.773926
	Iteration 17Q: 3 clusters Score -54483.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -54483.640625 Penalty: 2070.773926
	Iteration 18F: 3 clusters Score -54483.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Mstep: Class 40 contains 7486 members 
Mstep: Class 41 contains 386 members 
Entering Unmasked Estep 
Score: -40127568.000000 Penalty: 85269.406250
Splitting cluster 33 changes total score from -40127552.000000 to -40127568.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 34 (13255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Entering Unmasked Estep 
Score: -1528916.750000 Penalty: 1542.471191
	Iteration 0F: 2 clusters Score -1528917 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1519642.500000 Penalty: 3084.942383
	Iteration 0F: 3 clusters Score -1519642 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1522857.125000 Penalty: 3084.942383
	Iteration 1F: 3 clusters Score -1522857 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1523132.875000 Penalty: 3084.942383
	Iteration 2F: 3 clusters Score -1523133 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1523394.875000 Penalty: 3084.942383
	Iteration 3Q: 3 clusters Score -1523395 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1523703.000000 Penalty: 3084.942383
	Iteration 4Q: 3 clusters Score -1523703 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1524089.000000 Penalty: 3084.942383
	Iteration 5F: 3 clusters Score -1524089 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1524665.375000 Penalty: 3084.942383
	Iteration 6F: 3 clusters Score -1524665 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1525377.375000 Penalty: 3084.942383
	Iteration 7F: 3 clusters Score -1525377 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1526146.625000 Penalty: 3084.942383
	Iteration 8F: 3 clusters Score -1526147 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1526839.750000 Penalty: 3084.942383
	Iteration 9F: 3 clusters Score -1526840 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1527278.875000 Penalty: 3084.942383
	Iteration 10Q: 3 clusters Score -1527279 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1527542.625000 Penalty: 3084.942383
	Iteration 11Q: 3 clusters Score -1527543 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1527671.000000 Penalty: 3084.942383
	Iteration 12Q: 3 clusters Score -1527671 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1527741.375000 Penalty: 3084.942383
	Iteration 13Q: 3 clusters Score -1527741 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1527781.500000 Penalty: 3084.942383
	Iteration 14Q: 3 clusters Score -1527782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1527799.875000 Penalty: 3084.942383
	Iteration 15Q: 3 clusters Score -1527800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1527816.125000 Penalty: 3084.942383
	Iteration 16Q: 3 clusters Score -1527816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1527824.500000 Penalty: 3084.942383
	Iteration 17Q: 3 clusters Score -1527824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1527831.125000 Penalty: 3084.942383
	Iteration 18Q: 3 clusters Score -1527831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1527832.250000 Penalty: 3084.942383
	Iteration 19Q: 3 clusters Score -1527832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1527833.875000 Penalty: 3084.942383
	Iteration 20F: 3 clusters Score -1527834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1527836.125000 Penalty: 3084.942383
	Iteration 21Q: 3 clusters Score -1527836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1527839.250000 Penalty: 3084.942383
	Iteration 22Q: 3 clusters Score -1527839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1527842.000000 Penalty: 3084.942383
	Iteration 23Q: 3 clusters Score -1527842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1527847.625000 Penalty: 3084.942383
	Iteration 24Q: 3 clusters Score -1527848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1527850.375000 Penalty: 3084.942383
	Iteration 25Q: 3 clusters Score -1527850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1527852.625000 Penalty: 3084.942383
	Iteration 26Q: 3 clusters Score -1527853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1527856.125000 Penalty: 3084.942383
	Iteration 27Q: 3 clusters Score -1527856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1527857.125000 Penalty: 3084.942383
	Iteration 28Q: 3 clusters Score -1527857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1527857.125000 Penalty: 3084.942383
	Iteration 29F: 3 clusters Score -1527857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -227361.406250 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -227361.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225249.953125 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -225250 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -225665.031250 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -225665 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -225772.109375 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -225772.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -225828.968750 Penalty: 2471.104736
	Iteration 3Q: 3 clusters Score -225829 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -225865.453125 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -225865.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -225898.828125 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -225898.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -225921.718750 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -225921.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -225939.171875 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -225939.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -225947.703125 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -225947.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -225957.218750 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -225957.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -225969.703125 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -225969.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -225979.281250 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -225979.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -225983.953125 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -225984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -225988.921875 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -225988.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -225993.375000 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -225993.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -225998.968750 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -225999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -226005.046875 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -226005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -226010.296875 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -226010.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226014.000000 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -226014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226016.375000 Penalty: 2471.104736
	Iteration 19Q: 3 clusters Score -226016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -226017.500000 Penalty: 2471.104736
	Iteration 20F: 3 clusters Score -226017.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -226019.343750 Penalty: 2471.104736
	Iteration 21Q: 3 clusters Score -226019.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -226020.703125 Penalty: 2471.104736
	Iteration 22Q: 3 clusters Score -226020.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226020.750000 Penalty: 2471.104736
	Iteration 23Q: 3 clusters Score -226020.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226020.750000 Penalty: 2471.104736
	Iteration 24F: 3 clusters Score -226020.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -614567.187500 Penalty: 1397.270752
	Iteration 0F: 2 clusters Score -614567.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -610337.312500 Penalty: 2794.541504
	Iteration 0F: 3 clusters Score -610337.3 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -611522.937500 Penalty: 2794.541504
	Iteration 1F: 3 clusters Score -611522.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -611733.000000 Penalty: 2794.541504
	Iteration 2F: 3 clusters Score -611733 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -611908.250000 Penalty: 2794.541504
	Iteration 3F: 3 clusters Score -611908.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -612105.937500 Penalty: 2794.541504
	Iteration 4F: 3 clusters Score -612105.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -612328.875000 Penalty: 2794.541504
	Iteration 5F: 3 clusters Score -612328.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -612586.562500 Penalty: 2794.541504
	Iteration 6F: 3 clusters Score -612586.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -612887.937500 Penalty: 2794.541504
	Iteration 7F: 3 clusters Score -612887.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -613170.125000 Penalty: 2794.541504
	Iteration 8F: 3 clusters Score -613170.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -613375.562500 Penalty: 2794.541504
	Iteration 9Q: 3 clusters Score -613375.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -613551.750000 Penalty: 2794.541504
	Iteration 10Q: 3 clusters Score -613551.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -613661.625000 Penalty: 2794.541504
	Iteration 11Q: 3 clusters Score -613661.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -613720.687500 Penalty: 2794.541504
	Iteration 12Q: 3 clusters Score -613720.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -613759.312500 Penalty: 2794.541504
	Iteration 13Q: 3 clusters Score -613759.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -613783.062500 Penalty: 2794.541504
	Iteration 14Q: 3 clusters Score -613783.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -613799.625000 Penalty: 2794.541504
	Iteration 15Q: 3 clusters Score -613799.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -613813.375000 Penalty: 2794.541504
	Iteration 16Q: 3 clusters Score -613813.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -613824.125000 Penalty: 2794.541504
	Iteration 17Q: 3 clusters Score -613824.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -613831.375000 Penalty: 2794.541504
	Iteration 18Q: 3 clusters Score -613831.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -613830.937500 Penalty: 2794.541504
	Iteration 19Q: 3 clusters Score -613830.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -613834.750000 Penalty: 2794.541504
	Iteration 20F: 3 clusters Score -613834.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -613836.250000 Penalty: 2794.541504
	Iteration 21Q: 3 clusters Score -613836.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -613837.375000 Penalty: 2794.541504
	Iteration 22Q: 3 clusters Score -613837.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -613837.625000 Penalty: 2794.541504
	Iteration 23Q: 3 clusters Score -613837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -613837.375000 Penalty: 2794.541504
	Iteration 24Q: 3 clusters Score -613837.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -613837.937500 Penalty: 2794.541504
	Iteration 25Q: 3 clusters Score -613837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -613838.562500 Penalty: 2794.541504
	Iteration 26Q: 3 clusters Score -613838.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -613841.750000 Penalty: 2794.541504
	Iteration 27Q: 3 clusters Score -613841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -613845.062500 Penalty: 2794.541504
	Iteration 28Q: 3 clusters Score -613845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -613846.187500 Penalty: 2794.541504
	Iteration 29Q: 3 clusters Score -613846.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -613846.312500 Penalty: 2794.541504
	Iteration 30Q: 3 clusters Score -613846.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -613847.000000 Penalty: 2794.541504
	Iteration 31Q: 3 clusters Score -613847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -613847.750000 Penalty: 2794.541504
	Iteration 32Q: 3 clusters Score -613847.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -613849.375000 Penalty: 2794.541504
	Iteration 33Q: 3 clusters Score -613849.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -613850.937500 Penalty: 2794.541504
	Iteration 34Q: 3 clusters Score -613850.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -613851.812500 Penalty: 2794.541504
	Iteration 35Q: 3 clusters Score -613851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -613852.812500 Penalty: 2794.541504
	Iteration 36Q: 3 clusters Score -613852.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -613851.875000 Penalty: 2794.541504
	Iteration 37Q: 3 clusters Score -613851.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -613853.625000 Penalty: 2794.541504
	Iteration 38Q: 3 clusters Score -613853.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -613854.187500 Penalty: 2794.541504
	Iteration 39Q: 3 clusters Score -613854.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -613854.750000 Penalty: 2794.541504
	Iteration 40F: 3 clusters Score -613854.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -613853.312500 Penalty: 2794.541504
	Iteration 41Q: 3 clusters Score -613853.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -613854.187500 Penalty: 2794.541504
	Iteration 42Q: 3 clusters Score -613854.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -613854.187500 Penalty: 2794.541504
	Iteration 43F: 3 clusters Score -613854.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -296180.875000 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -296180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -293713.937500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -293713.9 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -294229.218750 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -294229.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -294338.937500 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -294338.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -294405.218750 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -294405.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -294441.906250 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -294441.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -294468.781250 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -294468.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -294493.843750 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -294493.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -294518.500000 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -294518.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -294537.625000 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -294537.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -294552.562500 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -294552.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -294570.593750 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -294570.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -294589.375000 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -294589.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -294604.812500 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -294604.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -294617.375000 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -294617.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -294627.812500 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -294627.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -294638.750000 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -294638.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -294648.875000 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -294648.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -294660.093750 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -294660.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -294671.562500 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -294671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -294681.218750 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -294681.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -294691.437500 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -294691.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -294706.406250 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -294706.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -294726.156250 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -294726.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -294749.343750 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -294749.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -294773.968750 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -294774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -294789.718750 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -294789.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -294812.468750 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -294812.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -294830.125000 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -294830.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -294843.875000 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -294843.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -294855.406250 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -294855.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -294867.125000 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -294867.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -294876.718750 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -294876.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -294887.562500 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -294887.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -294897.843750 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -294897.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -294906.968750 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -294907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -294919.250000 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -294919.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -294934.343750 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -294934.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -294941.562500 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -294941.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -294948.000000 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -294948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -294954.062500 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -294954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -294956.656250 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -294956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -294959.312500 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -294959.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -294960.968750 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -294961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -294960.968750 Penalty: 2552.800049
	Iteration 43F: 3 clusters Score -294961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Entering Unmasked Estep 
Score: -5172668.000000 Penalty: 1738.801880
	Iteration 0F: 2 clusters Score -5172668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -5143170.000000 Penalty: 3477.603760
	Iteration 0F: 3 clusters Score -5143170 nChanged 20586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -5155221.000000 Penalty: 3477.603760
	Iteration 1F: 3 clusters Score -5155221 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -5156536.000000 Penalty: 3477.603760
	Iteration 2F: 3 clusters Score -5156536 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -5158505.000000 Penalty: 3477.603760
	Iteration 3F: 3 clusters Score -5158505 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -5161181.500000 Penalty: 3477.603760
	Iteration 4F: 3 clusters Score -5161182 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5164014.500000 Penalty: 3477.603760
	Iteration 5F: 3 clusters Score -5164014 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -5166441.500000 Penalty: 3477.603760
	Iteration 6F: 3 clusters Score -5166442 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -5168194.500000 Penalty: 3477.603760
	Iteration 7F: 3 clusters Score -5168194 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -5169363.000000 Penalty: 3477.603760
	Iteration 8Q: 3 clusters Score -5169363 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5170077.000000 Penalty: 3477.603760
	Iteration 9Q: 3 clusters Score -5170077 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5170478.500000 Penalty: 3477.603760
	Iteration 10Q: 3 clusters Score -5170478 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5170729.000000 Penalty: 3477.603760
	Iteration 11Q: 3 clusters Score -5170729 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5170894.500000 Penalty: 3477.603760
	Iteration 12Q: 3 clusters Score -5170894 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5170988.500000 Penalty: 3477.603760
	Iteration 13Q: 3 clusters Score -5170988 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5171070.000000 Penalty: 3477.603760
	Iteration 14Q: 3 clusters Score -5171070 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5171126.000000 Penalty: 3477.603760
	Iteration 15Q: 3 clusters Score -5171126 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5171168.500000 Penalty: 3477.603760
	Iteration 16Q: 3 clusters Score -5171168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5171203.500000 Penalty: 3477.603760
	Iteration 17Q: 3 clusters Score -5171204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5171221.000000 Penalty: 3477.603760
	Iteration 18Q: 3 clusters Score -5171221 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5171228.500000 Penalty: 3477.603760
	Iteration 19Q: 3 clusters Score -5171228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5171241.000000 Penalty: 3477.603760
	Iteration 20F: 3 clusters Score -5171241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5171243.000000 Penalty: 3477.603760
	Iteration 21Q: 3 clusters Score -5171243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5171250.500000 Penalty: 3477.603760
	Iteration 22Q: 3 clusters Score -5171250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5171250.000000 Penalty: 3477.603760
	Iteration 23Q: 3 clusters Score -5171250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5171246.000000 Penalty: 3477.603760
	Iteration 24Q: 3 clusters Score -5171246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5171242.500000 Penalty: 3477.603760
	Iteration 25Q: 3 clusters Score -5171242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5171247.500000 Penalty: 3477.603760
	Iteration 26Q: 3 clusters Score -5171248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43915 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5171247.500000 Penalty: 3477.603760
	Iteration 27F: 3 clusters Score -5171248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Entering Unmasked Estep 
Score: -869793.125000 Penalty: 1454.545898
	Iteration 0F: 2 clusters Score -869793.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -864072.875000 Penalty: 2909.091797
	Iteration 0F: 3 clusters Score -864072.9 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -865954.375000 Penalty: 2909.091797
	Iteration 1F: 3 clusters Score -865954.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -866252.937500 Penalty: 2909.091797
	Iteration 2F: 3 clusters Score -866252.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -866477.750000 Penalty: 2909.091797
	Iteration 3F: 3 clusters Score -866477.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -866644.125000 Penalty: 2909.091797
	Iteration 4Q: 3 clusters Score -866644.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -866796.625000 Penalty: 2909.091797
	Iteration 5Q: 3 clusters Score -866796.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -866972.875000 Penalty: 2909.091797
	Iteration 6Q: 3 clusters Score -866972.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -867183.687500 Penalty: 2909.091797
	Iteration 7Q: 3 clusters Score -867183.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -867429.250000 Penalty: 2909.091797
	Iteration 8Q: 3 clusters Score -867429.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -867660.187500 Penalty: 2909.091797
	Iteration 9Q: 3 clusters Score -867660.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -867928.500000 Penalty: 2909.091797
	Iteration 10Q: 3 clusters Score -867928.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -868195.312500 Penalty: 2909.091797
	Iteration 11Q: 3 clusters Score -868195.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -868429.625000 Penalty: 2909.091797
	Iteration 12Q: 3 clusters Score -868429.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -868590.687500 Penalty: 2909.091797
	Iteration 13Q: 3 clusters Score -868590.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -868689.000000 Penalty: 2909.091797
	Iteration 14Q: 3 clusters Score -868689 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -868775.500000 Penalty: 2909.091797
	Iteration 15Q: 3 clusters Score -868775.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -868836.375000 Penalty: 2909.091797
	Iteration 16Q: 3 clusters Score -868836.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -868878.312500 Penalty: 2909.091797
	Iteration 17Q: 3 clusters Score -868878.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -868912.187500 Penalty: 2909.091797
	Iteration 18Q: 3 clusters Score -868912.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -868932.312500 Penalty: 2909.091797
	Iteration 19Q: 3 clusters Score -868932.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -868947.750000 Penalty: 2909.091797
	Iteration 20F: 3 clusters Score -868947.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -868960.312500 Penalty: 2909.091797
	Iteration 21Q: 3 clusters Score -868960.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -868971.062500 Penalty: 2909.091797
	Iteration 22Q: 3 clusters Score -868971.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -868976.187500 Penalty: 2909.091797
	Iteration 23Q: 3 clusters Score -868976.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -868978.937500 Penalty: 2909.091797
	Iteration 24Q: 3 clusters Score -868978.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -868983.375000 Penalty: 2909.091797
	Iteration 25Q: 3 clusters Score -868983.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -868984.187500 Penalty: 2909.091797
	Iteration 26Q: 3 clusters Score -868984.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -868987.187500 Penalty: 2909.091797
	Iteration 27Q: 3 clusters Score -868987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -868991.625000 Penalty: 2909.091797
	Iteration 28Q: 3 clusters Score -868991.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -868993.312500 Penalty: 2909.091797
	Iteration 29Q: 3 clusters Score -868993.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -868993.437500 Penalty: 2909.091797
	Iteration 30Q: 3 clusters Score -868993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -868993.500000 Penalty: 2909.091797
	Iteration 31Q: 3 clusters Score -868993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -868995.250000 Penalty: 2909.091797
	Iteration 32Q: 3 clusters Score -868995.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -868998.687500 Penalty: 2909.091797
	Iteration 33Q: 3 clusters Score -868998.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -868997.062500 Penalty: 2909.091797
	Iteration 34Q: 3 clusters Score -868997.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -869001.000000 Penalty: 2909.091797
	Iteration 35Q: 3 clusters Score -869001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -869001.812500 Penalty: 2909.091797
	Iteration 36Q: 3 clusters Score -869001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -869002.750000 Penalty: 2909.091797
	Iteration 37Q: 3 clusters Score -869002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -869002.687500 Penalty: 2909.091797
	Iteration 38Q: 3 clusters Score -869002.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -869002.812500 Penalty: 2909.091797
	Iteration 39Q: 3 clusters Score -869002.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -869004.000000 Penalty: 2909.091797
	Iteration 40F: 3 clusters Score -869004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 88133 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1252 members 
Mstep: Class 8 contains 26557 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6244 members 
Mstep: Class 13 contains 3609 members 
Mstep: Class 14 contains 13485 members 
Mstep: Class 15 contains 16203 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4349 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12895 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6574 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5868 members 
Mstep: Class 26 contains 6544 members 
Mstep: Class 27 contains 20906 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1965 members 
Mstep: Class 32 contains 5250 members 
Mstep: Class 33 contains 199 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128964.000000 Penalty: 85269.406250
Iteration 174F: 42 clusters Score -4.012896e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87701 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1247 members 
Mstep: Class 8 contains 26420 members 
Mstep: Class 9 contains 10633 members 
Mstep: Class 10 contains 1814 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6276 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 13944 members 
Mstep: Class 15 contains 16213 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1283 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12899 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6577 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5858 members 
Mstep: Class 26 contains 6572 members 
Mstep: Class 27 contains 20904 members 
Mstep: Class 28 contains 980 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1975 members 
Mstep: Class 32 contains 5282 members 
Mstep: Class 33 contains 243 members 
Mstep: Class 34 contains 13255 members 
Mstep: Class 35 contains 2005 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7707 members 
Mstep: Class 40 contains 7460 members 
Mstep: Class 41 contains 406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40129848.000000 Penalty: 85269.406250
Iteration 175Q: 42 clusters Score -4.012985e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87561 members 
Mstep: Class 4 contains 13372 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1389 members 
Mstep: Class 7 contains 1240 members 
Mstep: Class 8 contains 26325 members 
Mstep: Class 9 contains 10619 members 
Mstep: Class 10 contains 1809 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6297 members 
Mstep: Class 13 contains 3610 members 
Mstep: Class 14 contains 14087 members 
Mstep: Class 15 contains 16213 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3162 members 
Mstep: Class 21 contains 12896 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6584 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5849 members 
Mstep: Class 26 contains 6570 members 
Mstep: Class 27 contains 20901 members 
Mstep: Class 28 contains 979 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1978 members 
Mstep: Class 32 contains 5302 members 
Mstep: Class 33 contains 242 members 
Mstep: Class 34 contains 13260 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7723 members 
Mstep: Class 40 contains 7514 members 
Mstep: Class 41 contains 431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40130228.000000 Penalty: 85269.406250
Iteration 176Q: 42 clusters Score -4.013023e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87431 members 
Mstep: Class 4 contains 13374 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1238 members 
Mstep: Class 8 contains 26249 members 
Mstep: Class 9 contains 10598 members 
Mstep: Class 10 contains 1805 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6306 members 
Mstep: Class 13 contains 3611 members 
Mstep: Class 14 contains 14198 members 
Mstep: Class 15 contains 16224 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 4540 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12899 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6590 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 6561 members 
Mstep: Class 27 contains 20901 members 
Mstep: Class 28 contains 978 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1980 members 
Mstep: Class 32 contains 5319 members 
Mstep: Class 33 contains 235 members 
Mstep: Class 34 contains 13263 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44367 members 
Mstep: Class 39 contains 7744 members 
Mstep: Class 40 contains 7573 members 
Mstep: Class 41 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40130448.000000 Penalty: 85269.406250
Iteration 177Q: 42 clusters Score -4.013045e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87338 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 26180 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 1797 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 6311 members 
Mstep: Class 13 contains 3611 members 
Mstep: Class 14 contains 14298 members 
Mstep: Class 15 contains 16230 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4350 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3159 members 
Mstep: Class 21 contains 12899 members 
Mstep: Class 22 contains 1723 members 
Mstep: Class 23 contains 6594 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5848 members 
Mstep: Class 26 contains 6553 members 
Mstep: Class 27 contains 20901 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1982 members 
Mstep: Class 32 contains 5332 members 
Mstep: Class 33 contains 231 members 
Mstep: Class 34 contains 13266 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44369 members 
Mstep: Class 39 contains 7756 members 
Mstep: Class 40 contains 7624 members 
Mstep: Class 41 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40130528.000000 Penalty: 85269.406250
Iteration 178Q: 42 clusters Score -4.013053e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87277 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 26132 members 
Mstep: Class 9 contains 10545 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6320 members 
Mstep: Class 13 contains 3612 members 
Mstep: Class 14 contains 14359 members 
Mstep: Class 15 contains 16233 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6600 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5846 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 20903 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1982 members 
Mstep: Class 32 contains 5341 members 
Mstep: Class 33 contains 227 members 
Mstep: Class 34 contains 13270 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44368 members 
Mstep: Class 39 contains 7762 members 
Mstep: Class 40 contains 7666 members 
Mstep: Class 41 contains 474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40130676.000000 Penalty: 85269.406250
Iteration 179Q: 42 clusters Score -4.013068e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87229 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 26080 members 
Mstep: Class 9 contains 10524 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6331 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 14387 members 
Mstep: Class 15 contains 16244 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12902 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6601 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5844 members 
Mstep: Class 26 contains 6553 members 
Mstep: Class 27 contains 20904 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 1983 members 
Mstep: Class 32 contains 5348 members 
Mstep: Class 33 contains 228 members 
Mstep: Class 34 contains 13273 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44370 members 
Mstep: Class 39 contains 7773 members 
Mstep: Class 40 contains 7706 members 
Mstep: Class 41 contains 484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40130804.000000 Penalty: 85269.406250
Iteration 180F: 42 clusters Score -4.01308e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87193 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 26039 members 
Mstep: Class 9 contains 10499 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6339 members 
Mstep: Class 13 contains 3613 members 
Mstep: Class 14 contains 14403 members 
Mstep: Class 15 contains 16251 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5840 members 
Mstep: Class 26 contains 6556 members 
Mstep: Class 27 contains 20902 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1985 members 
Mstep: Class 32 contains 5349 members 
Mstep: Class 33 contains 236 members 
Mstep: Class 34 contains 13277 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44373 members 
Mstep: Class 39 contains 7783 members 
Mstep: Class 40 contains 7743 members 
Mstep: Class 41 contains 495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40130940.000000 Penalty: 85269.406250
Iteration 181Q: 42 clusters Score -4.013094e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87153 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1234 members 
Mstep: Class 8 contains 26007 members 
Mstep: Class 9 contains 10476 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6345 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14415 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 20901 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1988 members 
Mstep: Class 32 contains 5347 members 
Mstep: Class 33 contains 241 members 
Mstep: Class 34 contains 13282 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7796 members 
Mstep: Class 40 contains 7779 members 
Mstep: Class 41 contains 509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40131412.000000 Penalty: 85269.406250
Iteration 182Q: 42 clusters Score -4.013141e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87108 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 25979 members 
Mstep: Class 9 contains 10443 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14427 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5839 members 
Mstep: Class 26 contains 6555 members 
Mstep: Class 27 contains 20901 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1990 members 
Mstep: Class 32 contains 5346 members 
Mstep: Class 33 contains 273 members 
Mstep: Class 34 contains 13282 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7807 members 
Mstep: Class 40 contains 7814 members 
Mstep: Class 41 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40132596.000000 Penalty: 85269.406250
Iteration 183Q: 42 clusters Score -4.01326e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87045 members 
Mstep: Class 4 contains 13375 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 25961 members 
Mstep: Class 9 contains 10404 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14443 members 
Mstep: Class 15 contains 16255 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3160 members 
Mstep: Class 21 contains 12899 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5835 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 20901 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 1992 members 
Mstep: Class 32 contains 5349 members 
Mstep: Class 33 contains 338 members 
Mstep: Class 34 contains 13281 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7817 members 
Mstep: Class 40 contains 7827 members 
Mstep: Class 41 contains 538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40134700.000000 Penalty: 85269.406250
Iteration 184Q: 42 clusters Score -4.01347e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87053 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 25930 members 
Mstep: Class 9 contains 10389 members 
Mstep: Class 10 contains 1784 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14453 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12900 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5833 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 20900 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1993 members 
Mstep: Class 32 contains 5351 members 
Mstep: Class 33 contains 330 members 
Mstep: Class 34 contains 13284 members 
Mstep: Class 35 contains 2006 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44375 members 
Mstep: Class 39 contains 7830 members 
Mstep: Class 40 contains 7839 members 
Mstep: Class 41 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40134956.000000 Penalty: 85269.406250
Iteration 185Q: 42 clusters Score -4.013496e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87056 members 
Mstep: Class 4 contains 13376 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 25907 members 
Mstep: Class 9 contains 10379 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14454 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5830 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 20899 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1996 members 
Mstep: Class 32 contains 5355 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13285 members 
Mstep: Class 35 contains 2007 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7835 members 
Mstep: Class 40 contains 7852 members 
Mstep: Class 41 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135084.000000 Penalty: 85269.406250
Iteration 186Q: 42 clusters Score -4.013508e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87061 members 
Mstep: Class 4 contains 13377 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25899 members 
Mstep: Class 9 contains 10374 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6346 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14447 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3163 members 
Mstep: Class 21 contains 12898 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5824 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 20899 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 1999 members 
Mstep: Class 32 contains 5355 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13287 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44378 members 
Mstep: Class 39 contains 7840 members 
Mstep: Class 40 contains 7868 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135156.000000 Penalty: 85269.406250
Iteration 187Q: 42 clusters Score -4.013516e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87062 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25888 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14445 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3161 members 
Mstep: Class 21 contains 12898 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5820 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2001 members 
Mstep: Class 32 contains 5355 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13292 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7845 members 
Mstep: Class 40 contains 7876 members 
Mstep: Class 41 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135168.000000 Penalty: 85269.406250
Iteration 188Q: 42 clusters Score -4.013517e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87058 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25876 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3157 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5817 members 
Mstep: Class 26 contains 6551 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2002 members 
Mstep: Class 32 contains 5357 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13300 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7853 members 
Mstep: Class 40 contains 7881 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135176.000000 Penalty: 85269.406250
Iteration 189Q: 42 clusters Score -4.013518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87057 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25861 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14442 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12901 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5814 members 
Mstep: Class 26 contains 6552 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2004 members 
Mstep: Class 32 contains 5360 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13304 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44375 members 
Mstep: Class 39 contains 7859 members 
Mstep: Class 40 contains 7887 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135148.000000 Penalty: 85269.406250
Iteration 190Q: 42 clusters Score -4.013515e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87054 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25846 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14438 members 
Mstep: Class 15 contains 16262 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12902 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5813 members 
Mstep: Class 26 contains 6552 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 5362 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13306 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7861 members 
Mstep: Class 40 contains 7898 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135220.000000 Penalty: 85269.406250
Iteration 191Q: 42 clusters Score -4.013522e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87052 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25832 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14431 members 
Mstep: Class 15 contains 16266 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4352 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6607 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5812 members 
Mstep: Class 26 contains 6550 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 5365 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13306 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7865 members 
Mstep: Class 40 contains 7912 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135180.000000 Penalty: 85269.406250
Iteration 192Q: 42 clusters Score -4.013518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87055 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1231 members 
Mstep: Class 8 contains 25824 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14423 members 
Mstep: Class 15 contains 16267 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4354 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3156 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5811 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 5367 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13307 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7863 members 
Mstep: Class 40 contains 7923 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135176.000000 Penalty: 85269.406250
Iteration 193Q: 42 clusters Score -4.013518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87054 members 
Mstep: Class 4 contains 13379 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1232 members 
Mstep: Class 8 contains 25816 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14419 members 
Mstep: Class 15 contains 16268 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4355 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12904 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13308 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44376 members 
Mstep: Class 39 contains 7864 members 
Mstep: Class 40 contains 7931 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135172.000000 Penalty: 85269.406250
Iteration 194Q: 42 clusters Score -4.013517e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87056 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25812 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6347 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16270 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12905 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5810 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20899 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13308 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44374 members 
Mstep: Class 39 contains 7870 members 
Mstep: Class 40 contains 7935 members 
Mstep: Class 41 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135172.000000 Penalty: 85269.406250
Iteration 195Q: 42 clusters Score -4.013517e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87054 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25808 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12905 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5806 members 
Mstep: Class 26 contains 6548 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13310 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44375 members 
Mstep: Class 39 contains 7873 members 
Mstep: Class 40 contains 7936 members 
Mstep: Class 41 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135160.000000 Penalty: 85269.406250
Iteration 196Q: 42 clusters Score -4.013516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87054 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25804 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12906 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5805 members 
Mstep: Class 26 contains 6547 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5374 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7873 members 
Mstep: Class 40 contains 7938 members 
Mstep: Class 41 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135164.000000 Penalty: 85269.406250
Iteration 197Q: 42 clusters Score -4.013516e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87053 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7942 members 
Mstep: Class 41 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135164.000000 Penalty: 85269.406250
Iteration 198Q: 42 clusters Score -4.013516e+07 nChanged 6
Entering ConstructFrom: 
Score: -40135164.000000 Penalty: 85269.406250
Entering ConstructFrom: 
Trying to split cluster 1 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -44017.250000 Penalty: 1054.495850
	Iteration 0F: 2 clusters Score -44017.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -43018.500000 Penalty: 2108.991699
	Iteration 0F: 3 clusters Score -43018.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -43629.101562 Penalty: 2108.991699
	Iteration 1F: 3 clusters Score -43629.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44088.675781 Penalty: 2108.991699
	Iteration 2F: 3 clusters Score -44088.68 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -44206.230469 Penalty: 2108.991699
	Iteration 3F: 3 clusters Score -44206.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44254.769531 Penalty: 2108.991699
	Iteration 4Q: 3 clusters Score -44254.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44282.769531 Penalty: 2108.991699
	Iteration 5Q: 3 clusters Score -44282.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -44297.398438 Penalty: 2108.991699
	Iteration 6Q: 3 clusters Score -44297.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -44306.070312 Penalty: 2108.991699
	Iteration 7Q: 3 clusters Score -44306.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44307.113281 Penalty: 2108.991699
	Iteration 8Q: 3 clusters Score -44307.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -44307.113281 Penalty: 2108.991699
	Iteration 9F: 3 clusters Score -44307.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 87052 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 173 members 
Entering Unmasked Estep 
Score: -40134408.000000 Penalty: 87349.148438
Splitting cluster 1 changes total score from -40135164.000000 to -40134408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Entering Unmasked Estep 
Score: -131262.421875 Penalty: 1153.351685
	Iteration 0F: 2 clusters Score -131262.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -129701.593750 Penalty: 2306.703369
	Iteration 0F: 3 clusters Score -129701.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130052.375000 Penalty: 2306.703369
	Iteration 1F: 3 clusters Score -130052.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130150.015625 Penalty: 2306.703369
	Iteration 2F: 3 clusters Score -130150 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -130211.085938 Penalty: 2306.703369
	Iteration 3Q: 3 clusters Score -130211.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -130277.406250 Penalty: 2306.703369
	Iteration 4Q: 3 clusters Score -130277.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -130352.710938 Penalty: 2306.703369
	Iteration 5Q: 3 clusters Score -130352.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -130455.500000 Penalty: 2306.703369
	Iteration 6Q: 3 clusters Score -130455.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -130548.968750 Penalty: 2306.703369
	Iteration 7Q: 3 clusters Score -130549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -130650.445312 Penalty: 2306.703369
	Iteration 8Q: 3 clusters Score -130650.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -130734.007812 Penalty: 2306.703369
	Iteration 9Q: 3 clusters Score -130734 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -130812.507812 Penalty: 2306.703369
	Iteration 10Q: 3 clusters Score -130812.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -130899.601562 Penalty: 2306.703369
	Iteration 11Q: 3 clusters Score -130899.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -130952.773438 Penalty: 2306.703369
	Iteration 12Q: 3 clusters Score -130952.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -130988.234375 Penalty: 2306.703369
	Iteration 13Q: 3 clusters Score -130988.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -131004.656250 Penalty: 2306.703369
	Iteration 14Q: 3 clusters Score -131004.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -131021.140625 Penalty: 2306.703369
	Iteration 15Q: 3 clusters Score -131021.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -131042.843750 Penalty: 2306.703369
	Iteration 16Q: 3 clusters Score -131042.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -131060.835938 Penalty: 2306.703369
	Iteration 17Q: 3 clusters Score -131060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -131078.718750 Penalty: 2306.703369
	Iteration 18Q: 3 clusters Score -131078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -131106.421875 Penalty: 2306.703369
	Iteration 19Q: 3 clusters Score -131106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -131146.031250 Penalty: 2306.703369
	Iteration 20F: 3 clusters Score -131146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131186.359375 Penalty: 2306.703369
	Iteration 21Q: 3 clusters Score -131186.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -131215.296875 Penalty: 2306.703369
	Iteration 22Q: 3 clusters Score -131215.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -131227.390625 Penalty: 2306.703369
	Iteration 23Q: 3 clusters Score -131227.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -131240.812500 Penalty: 2306.703369
	Iteration 24Q: 3 clusters Score -131240.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -131250.156250 Penalty: 2306.703369
	Iteration 25Q: 3 clusters Score -131250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -131265.140625 Penalty: 2306.703369
	Iteration 26Q: 3 clusters Score -131265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -131278.125000 Penalty: 2306.703369
	Iteration 27Q: 3 clusters Score -131278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -131291.546875 Penalty: 2306.703369
	Iteration 28Q: 3 clusters Score -131291.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -131294.515625 Penalty: 2306.703369
	Iteration 29Q: 3 clusters Score -131294.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -131307.546875 Penalty: 2306.703369
	Iteration 30Q: 3 clusters Score -131307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -131315.500000 Penalty: 2306.703369
	Iteration 31Q: 3 clusters Score -131315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -131322.578125 Penalty: 2306.703369
	Iteration 32Q: 3 clusters Score -131322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -131324.484375 Penalty: 2306.703369
	Iteration 33Q: 3 clusters Score -131324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -131324.484375 Penalty: 2306.703369
	Iteration 34F: 3 clusters Score -131324.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 981 members 
Mstep: Class 3 contains 87052 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 228 members 
Entering Unmasked Estep 
Score: -40134296.000000 Penalty: 87349.148438
Splitting cluster 2 changes total score from -40135164.000000 to -40134296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (87052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87052 members 
Entering Unmasked Estep 
Score: -9987965.000000 Penalty: 1848.317383
	Iteration 0F: 2 clusters Score -9987965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -9929859.000000 Penalty: 3696.634766
	Iteration 0F: 3 clusters Score -9929859 nChanged 41457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -9953928.000000 Penalty: 3696.634766
	Iteration 1F: 3 clusters Score -9953928 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -9954836.000000 Penalty: 3696.634766
	Iteration 2Q: 3 clusters Score -9954836 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 51359 members 
Entering Unmasked Estep 
Score: -9956367.000000 Penalty: 3696.634766
	Iteration 3Q: 3 clusters Score -9956367 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -9958642.000000 Penalty: 3696.634766
	Iteration 4F: 3 clusters Score -9958642 nChanged 5701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 60688 members 
Entering Unmasked Estep 
Score: -9962625.000000 Penalty: 3696.634766
	Iteration 5F: 3 clusters Score -9962625 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 67216 members 
Entering Unmasked Estep 
Score: -9968374.000000 Penalty: 3696.634766
	Iteration 6F: 3 clusters Score -9968374 nChanged 6660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 73838 members 
Entering Unmasked Estep 
Score: -9974733.000000 Penalty: 3696.634766
	Iteration 7F: 3 clusters Score -9974733 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 79184 members 
Entering Unmasked Estep 
Score: -9980106.000000 Penalty: 3696.634766
	Iteration 8F: 3 clusters Score -9980106 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 82706 members 
Entering Unmasked Estep 
Score: -9983796.000000 Penalty: 3696.634766
	Iteration 9Q: 3 clusters Score -9983796 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 84657 members 
Entering Unmasked Estep 
Score: -9986308.000000 Penalty: 3696.634766
	Iteration 10Q: 3 clusters Score -9986308 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 85630 members 
Entering Unmasked Estep 
Score: -9988422.000000 Penalty: 3696.634766
	Iteration 11Q: 3 clusters Score -9988422 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 86176 members 
Entering Unmasked Estep 
Score: -9990836.000000 Penalty: 3696.634766
	Iteration 12Q: 3 clusters Score -9990836 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 86505 members 
Entering Unmasked Estep 
Score: -9995020.000000 Penalty: 3696.634766
	Iteration 13Q: 3 clusters Score -9995020 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 86612 members 
Entering Unmasked Estep 
Score: -9999171.000000 Penalty: 3696.634766
	Iteration 14Q: 3 clusters Score -9999171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 86637 members 
Entering Unmasked Estep 
Score: -9999970.000000 Penalty: 3696.634766
	Iteration 15Q: 3 clusters Score -9999970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 86655 members 
Entering Unmasked Estep 
Score: -10000448.000000 Penalty: 3696.634766
	Iteration 16Q: 3 clusters Score -1.000045e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 86667 members 
Entering Unmasked Estep 
Score: -10000716.000000 Penalty: 3696.634766
	Iteration 17Q: 3 clusters Score -1.000072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -10000908.000000 Penalty: 3696.634766
	Iteration 18Q: 3 clusters Score -1.000091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 86674 members 
Entering Unmasked Estep 
Score: -10000908.000000 Penalty: 3696.634766
	Iteration 19F: 3 clusters Score -1.000091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 13378 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 86674 members 
Entering Unmasked Estep 
Score: -40147824.000000 Penalty: 87349.148438
Splitting cluster 3 changes total score from -40135164.000000 to -40147824.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 4 (13378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Entering Unmasked Estep 
Score: -1530305.250000 Penalty: 1543.972046
	Iteration 0F: 2 clusters Score -1530305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1520884.625000 Penalty: 3087.944092
	Iteration 0F: 3 clusters Score -1520885 nChanged 5940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1524172.375000 Penalty: 3087.944092
	Iteration 1F: 3 clusters Score -1524172 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1524532.500000 Penalty: 3087.944092
	Iteration 2F: 3 clusters Score -1524532 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1524846.250000 Penalty: 3087.944092
	Iteration 3F: 3 clusters Score -1524846 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1525109.625000 Penalty: 3087.944092
	Iteration 4Q: 3 clusters Score -1525110 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1525361.375000 Penalty: 3087.944092
	Iteration 5Q: 3 clusters Score -1525361 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1525621.250000 Penalty: 3087.944092
	Iteration 6Q: 3 clusters Score -1525621 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1525979.750000 Penalty: 3087.944092
	Iteration 7Q: 3 clusters Score -1525980 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1526427.250000 Penalty: 3087.944092
	Iteration 8F: 3 clusters Score -1526427 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1527000.875000 Penalty: 3087.944092
	Iteration 9F: 3 clusters Score -1527001 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1527678.000000 Penalty: 3087.944092
	Iteration 10F: 3 clusters Score -1527678 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1528373.250000 Penalty: 3087.944092
	Iteration 11Q: 3 clusters Score -1528373 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1528976.625000 Penalty: 3087.944092
	Iteration 12Q: 3 clusters Score -1528977 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1529511.375000 Penalty: 3087.944092
	Iteration 13Q: 3 clusters Score -1529511 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1529898.500000 Penalty: 3087.944092
	Iteration 14Q: 3 clusters Score -1529898 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1530063.125000 Penalty: 3087.944092
	Iteration 15Q: 3 clusters Score -1530063 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1530136.500000 Penalty: 3087.944092
	Iteration 16Q: 3 clusters Score -1530136 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1530196.000000 Penalty: 3087.944092
	Iteration 17Q: 3 clusters Score -1530196 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1530248.375000 Penalty: 3087.944092
	Iteration 18Q: 3 clusters Score -1530248 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1530303.375000 Penalty: 3087.944092
	Iteration 19Q: 3 clusters Score -1530303 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1530359.875000 Penalty: 3087.944092
	Iteration 20F: 3 clusters Score -1530360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1530392.250000 Penalty: 3087.944092
	Iteration 21Q: 3 clusters Score -1530392 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1530413.000000 Penalty: 3087.944092
	Iteration 22Q: 3 clusters Score -1530413 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1530429.375000 Penalty: 3087.944092
	Iteration 23Q: 3 clusters Score -1530429 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1530438.750000 Penalty: 3087.944092
	Iteration 24Q: 3 clusters Score -1530439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1530448.875000 Penalty: 3087.944092
	Iteration 25Q: 3 clusters Score -1530449 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1530455.375000 Penalty: 3087.944092
	Iteration 26Q: 3 clusters Score -1530455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1530466.875000 Penalty: 3087.944092
	Iteration 27Q: 3 clusters Score -1530467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1530467.375000 Penalty: 3087.944092
	Iteration 28Q: 3 clusters Score -1530467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1530467.375000 Penalty: 3087.944092
	Iteration 29Q: 3 clusters Score -1530467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1530473.250000 Penalty: 3087.944092
	Iteration 30Q: 3 clusters Score -1530473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1530475.375000 Penalty: 3087.944092
	Iteration 31Q: 3 clusters Score -1530475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1530479.250000 Penalty: 3087.944092
	Iteration 32Q: 3 clusters Score -1530479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1530481.250000 Penalty: 3087.944092
	Iteration 33Q: 3 clusters Score -1530481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1530478.625000 Penalty: 3087.944092
	Iteration 34Q: 3 clusters Score -1530479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1530479.750000 Penalty: 3087.944092
	Iteration 35Q: 3 clusters Score -1530480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -1530483.250000 Penalty: 3087.944092
	Iteration 36Q: 3 clusters Score -1530483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1530482.625000 Penalty: 3087.944092
	Iteration 37Q: 3 clusters Score -1530483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1530482.250000 Penalty: 3087.944092
	Iteration 38Q: 3 clusters Score -1530482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1530482.625000 Penalty: 3087.944092
	Iteration 39Q: 3 clusters Score -1530483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1530482.750000 Penalty: 3087.944092
	Iteration 40F: 3 clusters Score -1530483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1530481.375000 Penalty: 3087.944092
	Iteration 41Q: 3 clusters Score -1530481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1530479.500000 Penalty: 3087.944092
	Iteration 42Q: 3 clusters Score -1530480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1530484.625000 Penalty: 3087.944092
	Iteration 43Q: 3 clusters Score -1530485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1530483.125000 Penalty: 3087.944092
	Iteration 44Q: 3 clusters Score -1530483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1530484.125000 Penalty: 3087.944092
	Iteration 45Q: 3 clusters Score -1530484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1530484.125000 Penalty: 3087.944092
	Iteration 46F: 3 clusters Score -1530484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 326 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 86674 members 
Mstep: Class 43 contains 8674 members 
Entering Unmasked Estep 
Score: -40147392.000000 Penalty: 89428.890625
Splitting cluster 4 changes total score from -40135164.000000 to -40147392.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 5 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -405071.375000 Penalty: 1347.335571
	Iteration 0F: 2 clusters Score -405071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -401807.312500 Penalty: 2694.671143
	Iteration 0F: 3 clusters Score -401807.3 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -402814.093750 Penalty: 2694.671143
	Iteration 1F: 3 clusters Score -402814.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -403071.875000 Penalty: 2694.671143
	Iteration 2F: 3 clusters Score -403071.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -403247.656250 Penalty: 2694.671143
	Iteration 3F: 3 clusters Score -403247.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -403380.468750 Penalty: 2694.671143
	Iteration 4F: 3 clusters Score -403380.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -403474.437500 Penalty: 2694.671143
	Iteration 5Q: 3 clusters Score -403474.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -403551.375000 Penalty: 2694.671143
	Iteration 6Q: 3 clusters Score -403551.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -403620.500000 Penalty: 2694.671143
	Iteration 7Q: 3 clusters Score -403620.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -403678.843750 Penalty: 2694.671143
	Iteration 8Q: 3 clusters Score -403678.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -403725.562500 Penalty: 2694.671143
	Iteration 9Q: 3 clusters Score -403725.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -403765.875000 Penalty: 2694.671143
	Iteration 10Q: 3 clusters Score -403765.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -403792.312500 Penalty: 2694.671143
	Iteration 11Q: 3 clusters Score -403792.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -403816.250000 Penalty: 2694.671143
	Iteration 12Q: 3 clusters Score -403816.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -403842.125000 Penalty: 2694.671143
	Iteration 13Q: 3 clusters Score -403842.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -403860.625000 Penalty: 2694.671143
	Iteration 14Q: 3 clusters Score -403860.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -403874.687500 Penalty: 2694.671143
	Iteration 15Q: 3 clusters Score -403874.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -403884.093750 Penalty: 2694.671143
	Iteration 16Q: 3 clusters Score -403884.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -403891.906250 Penalty: 2694.671143
	Iteration 17Q: 3 clusters Score -403891.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -403898.031250 Penalty: 2694.671143
	Iteration 18Q: 3 clusters Score -403898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -403907.343750 Penalty: 2694.671143
	Iteration 19Q: 3 clusters Score -403907.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -403913.593750 Penalty: 2694.671143
	Iteration 20F: 3 clusters Score -403913.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -403918.000000 Penalty: 2694.671143
	Iteration 21Q: 3 clusters Score -403918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -403922.687500 Penalty: 2694.671143
	Iteration 22Q: 3 clusters Score -403922.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -403924.156250 Penalty: 2694.671143
	Iteration 23Q: 3 clusters Score -403924.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -403926.250000 Penalty: 2694.671143
	Iteration 24Q: 3 clusters Score -403926.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -403929.593750 Penalty: 2694.671143
	Iteration 25Q: 3 clusters Score -403929.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -403933.343750 Penalty: 2694.671143
	Iteration 26Q: 3 clusters Score -403933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -403936.437500 Penalty: 2694.671143
	Iteration 27Q: 3 clusters Score -403936.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -403939.406250 Penalty: 2694.671143
	Iteration 28Q: 3 clusters Score -403939.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -403941.843750 Penalty: 2694.671143
	Iteration 29Q: 3 clusters Score -403941.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -403947.531250 Penalty: 2694.671143
	Iteration 30Q: 3 clusters Score -403947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -403948.781250 Penalty: 2694.671143
	Iteration 31Q: 3 clusters Score -403948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -403949.156250 Penalty: 2694.671143
	Iteration 32Q: 3 clusters Score -403949.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -403949.593750 Penalty: 2694.671143
	Iteration 33Q: 3 clusters Score -403949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -403950.343750 Penalty: 2694.671143
	Iteration 34Q: 3 clusters Score -403950.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -403954.062500 Penalty: 2694.671143
	Iteration 35Q: 3 clusters Score -403954.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -403956.468750 Penalty: 2694.671143
	Iteration 36Q: 3 clusters Score -403956.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -403962.500000 Penalty: 2694.671143
	Iteration 37Q: 3 clusters Score -403962.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -403966.000000 Penalty: 2694.671143
	Iteration 38Q: 3 clusters Score -403966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -403968.937500 Penalty: 2694.671143
	Iteration 39Q: 3 clusters Score -403968.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -403972.906250 Penalty: 2694.671143
	Iteration 40F: 3 clusters Score -403972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -403974.093750 Penalty: 2694.671143
	Iteration 41Q: 3 clusters Score -403974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -403974.718750 Penalty: 2694.671143
	Iteration 42Q: 3 clusters Score -403974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -403974.812500 Penalty: 2694.671143
	Iteration 43Q: 3 clusters Score -403974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -403975.343750 Penalty: 2694.671143
	Iteration 44Q: 3 clusters Score -403975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -403977.156250 Penalty: 2694.671143
	Iteration 45Q: 3 clusters Score -403977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -403977.500000 Penalty: 2694.671143
	Iteration 46Q: 3 clusters Score -403977.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -403977.750000 Penalty: 2694.671143
	Iteration 47Q: 3 clusters Score -403977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -403978.156250 Penalty: 2694.671143
	Iteration 48Q: 3 clusters Score -403978.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -403979.156250 Penalty: 2694.671143
	Iteration 49Q: 3 clusters Score -403979.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -403979.062500 Penalty: 2694.671143
	Iteration 50Q: 3 clusters Score -403979.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -403979.062500 Penalty: 2694.671143
	Iteration 51F: 3 clusters Score -403979.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -156827.468750 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -156827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -155158.640625 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -155158.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -155440.546875 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -155440.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155513.421875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -155513.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -155553.000000 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -155553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -155579.640625 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -155579.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -155597.875000 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -155597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -155610.328125 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -155610.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -155621.906250 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -155621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -155636.156250 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -155636.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -155644.875000 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -155644.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -155651.171875 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -155651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -155656.656250 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -155656.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -155659.562500 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -155659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -155661.906250 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -155661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -155664.578125 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -155664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -155666.656250 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -155666.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155669.031250 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -155669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -155670.000000 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -155670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -155673.656250 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -155673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -155676.656250 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -155676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -155678.890625 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -155678.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -155681.921875 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -155681.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -155685.093750 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -155685.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -155690.234375 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -155690.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -155694.031250 Penalty: 2351.107666
	Iteration 24Q: 3 clusters Score -155694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -155695.687500 Penalty: 2351.107666
	Iteration 25Q: 3 clusters Score -155695.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -155696.203125 Penalty: 2351.107666
	Iteration 26Q: 3 clusters Score -155696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155697.171875 Penalty: 2351.107666
	Iteration 27Q: 3 clusters Score -155697.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -155698.500000 Penalty: 2351.107666
	Iteration 28Q: 3 clusters Score -155698.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -155699.125000 Penalty: 2351.107666
	Iteration 29Q: 3 clusters Score -155699.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -155699.125000 Penalty: 2351.107666
	Iteration 30F: 3 clusters Score -155699.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Entering Unmasked Estep 
Score: -110559.914062 Penalty: 1156.545898
	Iteration 0F: 2 clusters Score -110559.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109003.882812 Penalty: 2313.091797
	Iteration 0F: 3 clusters Score -109003.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -109444.453125 Penalty: 2313.091797
	Iteration 1F: 3 clusters Score -109444.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -109685.351562 Penalty: 2313.091797
	Iteration 2F: 3 clusters Score -109685.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -109818.460938 Penalty: 2313.091797
	Iteration 3F: 3 clusters Score -109818.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -109894.304688 Penalty: 2313.091797
	Iteration 4Q: 3 clusters Score -109894.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -109943.500000 Penalty: 2313.091797
	Iteration 5Q: 3 clusters Score -109943.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -109971.671875 Penalty: 2313.091797
	Iteration 6Q: 3 clusters Score -109971.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110003.835938 Penalty: 2313.091797
	Iteration 7Q: 3 clusters Score -110003.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -110046.023438 Penalty: 2313.091797
	Iteration 8Q: 3 clusters Score -110046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -110072.757812 Penalty: 2313.091797
	Iteration 9Q: 3 clusters Score -110072.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -110089.367188 Penalty: 2313.091797
	Iteration 10Q: 3 clusters Score -110089.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -110102.968750 Penalty: 2313.091797
	Iteration 11Q: 3 clusters Score -110103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -110118.375000 Penalty: 2313.091797
	Iteration 12Q: 3 clusters Score -110118.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -110133.703125 Penalty: 2313.091797
	Iteration 13Q: 3 clusters Score -110133.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -110149.359375 Penalty: 2313.091797
	Iteration 14Q: 3 clusters Score -110149.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -110166.250000 Penalty: 2313.091797
	Iteration 15Q: 3 clusters Score -110166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -110183.585938 Penalty: 2313.091797
	Iteration 16Q: 3 clusters Score -110183.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -110194.648438 Penalty: 2313.091797
	Iteration 17Q: 3 clusters Score -110194.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -110199.187500 Penalty: 2313.091797
	Iteration 18Q: 3 clusters Score -110199.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110201.953125 Penalty: 2313.091797
	Iteration 19Q: 3 clusters Score -110202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -110204.351562 Penalty: 2313.091797
	Iteration 20F: 3 clusters Score -110204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110204.726562 Penalty: 2313.091797
	Iteration 21Q: 3 clusters Score -110204.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -110204.726562 Penalty: 2313.091797
	Iteration 22F: 3 clusters Score -110204.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Entering Unmasked Estep 
Score: -2973853.500000 Penalty: 1650.708618
	Iteration 0F: 2 clusters Score -2973854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2956347.000000 Penalty: 3301.417236
	Iteration 0F: 3 clusters Score -2956347 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2962994.250000 Penalty: 3301.417236
	Iteration 1F: 3 clusters Score -2962994 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2963424.500000 Penalty: 3301.417236
	Iteration 2Q: 3 clusters Score -2963424 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -2963851.000000 Penalty: 3301.417236
	Iteration 3Q: 3 clusters Score -2963851 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2964260.750000 Penalty: 3301.417236
	Iteration 4Q: 3 clusters Score -2964261 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -2964677.750000 Penalty: 3301.417236
	Iteration 5Q: 3 clusters Score -2964678 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2965071.000000 Penalty: 3301.417236
	Iteration 6Q: 3 clusters Score -2965071 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2965467.500000 Penalty: 3301.417236
	Iteration 7Q: 3 clusters Score -2965468 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2965911.250000 Penalty: 3301.417236
	Iteration 8Q: 3 clusters Score -2965911 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2966457.500000 Penalty: 3301.417236
	Iteration 9Q: 3 clusters Score -2966458 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2967200.500000 Penalty: 3301.417236
	Iteration 10F: 3 clusters Score -2967200 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2968158.250000 Penalty: 3301.417236
	Iteration 11F: 3 clusters Score -2968158 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2969306.250000 Penalty: 3301.417236
	Iteration 12F: 3 clusters Score -2969306 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -2970424.000000 Penalty: 3301.417236
	Iteration 13F: 3 clusters Score -2970424 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2971317.000000 Penalty: 3301.417236
	Iteration 14Q: 3 clusters Score -2971317 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2971872.500000 Penalty: 3301.417236
	Iteration 15Q: 3 clusters Score -2971872 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2972188.250000 Penalty: 3301.417236
	Iteration 16Q: 3 clusters Score -2972188 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -2972368.750000 Penalty: 3301.417236
	Iteration 17Q: 3 clusters Score -2972369 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2972443.500000 Penalty: 3301.417236
	Iteration 18Q: 3 clusters Score -2972444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2972490.750000 Penalty: 3301.417236
	Iteration 19Q: 3 clusters Score -2972491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25502 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2972513.250000 Penalty: 3301.417236
	Iteration 20F: 3 clusters Score -2972513 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2972529.250000 Penalty: 3301.417236
	Iteration 21Q: 3 clusters Score -2972529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2972539.500000 Penalty: 3301.417236
	Iteration 22Q: 3 clusters Score -2972540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2972544.000000 Penalty: 3301.417236
	Iteration 23Q: 3 clusters Score -2972544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2972554.500000 Penalty: 3301.417236
	Iteration 24Q: 3 clusters Score -2972554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2972556.250000 Penalty: 3301.417236
	Iteration 25Q: 3 clusters Score -2972556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2972564.750000 Penalty: 3301.417236
	Iteration 26Q: 3 clusters Score -2972565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2972565.250000 Penalty: 3301.417236
	Iteration 27Q: 3 clusters Score -2972565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2972566.500000 Penalty: 3301.417236
	Iteration 28Q: 3 clusters Score -2972566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2972566.750000 Penalty: 3301.417236
	Iteration 29Q: 3 clusters Score -2972567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2972566.750000 Penalty: 3301.417236
	Iteration 30F: 3 clusters Score -2972567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Entering Unmasked Estep 
Score: -1179396.250000 Penalty: 1502.615601
	Iteration 0F: 2 clusters Score -1179396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1171974.500000 Penalty: 3005.231201
	Iteration 0F: 3 clusters Score -1171974 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1174368.125000 Penalty: 3005.231201
	Iteration 1F: 3 clusters Score -1174368 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1174655.250000 Penalty: 3005.231201
	Iteration 2F: 3 clusters Score -1174655 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1174927.750000 Penalty: 3005.231201
	Iteration 3F: 3 clusters Score -1174928 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1175227.000000 Penalty: 3005.231201
	Iteration 4F: 3 clusters Score -1175227 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1175588.125000 Penalty: 3005.231201
	Iteration 5F: 3 clusters Score -1175588 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1176015.875000 Penalty: 3005.231201
	Iteration 6F: 3 clusters Score -1176016 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1176516.375000 Penalty: 3005.231201
	Iteration 7F: 3 clusters Score -1176516 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1176995.125000 Penalty: 3005.231201
	Iteration 8F: 3 clusters Score -1176995 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1177371.125000 Penalty: 3005.231201
	Iteration 9Q: 3 clusters Score -1177371 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1177640.875000 Penalty: 3005.231201
	Iteration 10Q: 3 clusters Score -1177641 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1177820.250000 Penalty: 3005.231201
	Iteration 11Q: 3 clusters Score -1177820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1177925.000000 Penalty: 3005.231201
	Iteration 12Q: 3 clusters Score -1177925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1177975.125000 Penalty: 3005.231201
	Iteration 13Q: 3 clusters Score -1177975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1178004.000000 Penalty: 3005.231201
	Iteration 14Q: 3 clusters Score -1178004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1178020.000000 Penalty: 3005.231201
	Iteration 15Q: 3 clusters Score -1178020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1178031.750000 Penalty: 3005.231201
	Iteration 16Q: 3 clusters Score -1178032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1178047.750000 Penalty: 3005.231201
	Iteration 17Q: 3 clusters Score -1178048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1178056.625000 Penalty: 3005.231201
	Iteration 18Q: 3 clusters Score -1178057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1178061.375000 Penalty: 3005.231201
	Iteration 19Q: 3 clusters Score -1178061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1178068.750000 Penalty: 3005.231201
	Iteration 20F: 3 clusters Score -1178069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1178077.375000 Penalty: 3005.231201
	Iteration 21Q: 3 clusters Score -1178077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1178086.375000 Penalty: 3005.231201
	Iteration 22Q: 3 clusters Score -1178086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -1178090.625000 Penalty: 3005.231201
	Iteration 23Q: 3 clusters Score -1178091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -1178095.375000 Penalty: 3005.231201
	Iteration 24Q: 3 clusters Score -1178095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1178098.875000 Penalty: 3005.231201
	Iteration 25Q: 3 clusters Score -1178099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1178102.875000 Penalty: 3005.231201
	Iteration 26Q: 3 clusters Score -1178103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1178102.875000 Penalty: 3005.231201
	Iteration 27Q: 3 clusters Score -1178103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1178103.500000 Penalty: 3005.231201
	Iteration 28Q: 3 clusters Score -1178104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1178104.875000 Penalty: 3005.231201
	Iteration 29Q: 3 clusters Score -1178105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1178110.500000 Penalty: 3005.231201
	Iteration 30Q: 3 clusters Score -1178110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1178112.625000 Penalty: 3005.231201
	Iteration 31Q: 3 clusters Score -1178113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1178116.125000 Penalty: 3005.231201
	Iteration 32Q: 3 clusters Score -1178116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1178119.750000 Penalty: 3005.231201
	Iteration 33Q: 3 clusters Score -1178120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1178122.875000 Penalty: 3005.231201
	Iteration 34Q: 3 clusters Score -1178123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1178125.375000 Penalty: 3005.231201
	Iteration 35Q: 3 clusters Score -1178125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1178127.250000 Penalty: 3005.231201
	Iteration 36Q: 3 clusters Score -1178127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1178128.625000 Penalty: 3005.231201
	Iteration 37Q: 3 clusters Score -1178129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1178133.125000 Penalty: 3005.231201
	Iteration 38Q: 3 clusters Score -1178133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1178136.500000 Penalty: 3005.231201
	Iteration 39Q: 3 clusters Score -1178136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1178136.500000 Penalty: 3005.231201
	Iteration 40F: 3 clusters Score -1178136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -192491.734375 Penalty: 1216.756714
	Iteration 0F: 2 clusters Score -192491.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -190550.234375 Penalty: 2433.513428
	Iteration 0F: 3 clusters Score -190550.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -190980.218750 Penalty: 2433.513428
	Iteration 1F: 3 clusters Score -190980.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -191098.437500 Penalty: 2433.513428
	Iteration 2F: 3 clusters Score -191098.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -191206.421875 Penalty: 2433.513428
	Iteration 3F: 3 clusters Score -191206.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -191304.984375 Penalty: 2433.513428
	Iteration 4Q: 3 clusters Score -191305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -191408.078125 Penalty: 2433.513428
	Iteration 5Q: 3 clusters Score -191408.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -191490.234375 Penalty: 2433.513428
	Iteration 6Q: 3 clusters Score -191490.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -191610.015625 Penalty: 2433.513428
	Iteration 7Q: 3 clusters Score -191610 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -191780.125000 Penalty: 2433.513428
	Iteration 8Q: 3 clusters Score -191780.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191962.484375 Penalty: 2433.513428
	Iteration 9F: 3 clusters Score -191962.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -192065.578125 Penalty: 2433.513428
	Iteration 10Q: 3 clusters Score -192065.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -192110.093750 Penalty: 2433.513428
	Iteration 11Q: 3 clusters Score -192110.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192132.421875 Penalty: 2433.513428
	Iteration 12Q: 3 clusters Score -192132.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -192144.796875 Penalty: 2433.513428
	Iteration 13Q: 3 clusters Score -192144.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -192150.218750 Penalty: 2433.513428
	Iteration 14Q: 3 clusters Score -192150.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -192156.703125 Penalty: 2433.513428
	Iteration 15Q: 3 clusters Score -192156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -192159.218750 Penalty: 2433.513428
	Iteration 16Q: 3 clusters Score -192159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -192159.500000 Penalty: 2433.513428
	Iteration 17Q: 3 clusters Score -192159.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -192159.500000 Penalty: 2433.513428
	Iteration 18F: 3 clusters Score -192159.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -248565.593750 Penalty: 1254.791138
	Iteration 0F: 2 clusters Score -248565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -246311.046875 Penalty: 2509.582275
	Iteration 0F: 3 clusters Score -246311 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -246826.515625 Penalty: 2509.582275
	Iteration 1F: 3 clusters Score -246826.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -247016.140625 Penalty: 2509.582275
	Iteration 2F: 3 clusters Score -247016.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -247217.125000 Penalty: 2509.582275
	Iteration 3F: 3 clusters Score -247217.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -247483.406250 Penalty: 2509.582275
	Iteration 4F: 3 clusters Score -247483.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -247793.000000 Penalty: 2509.582275
	Iteration 5F: 3 clusters Score -247793 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -248003.062500 Penalty: 2509.582275
	Iteration 6F: 3 clusters Score -248003.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -248133.984375 Penalty: 2509.582275
	Iteration 7Q: 3 clusters Score -248134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -248224.437500 Penalty: 2509.582275
	Iteration 8Q: 3 clusters Score -248224.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -248271.890625 Penalty: 2509.582275
	Iteration 9Q: 3 clusters Score -248271.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -248298.031250 Penalty: 2509.582275
	Iteration 10Q: 3 clusters Score -248298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -248313.718750 Penalty: 2509.582275
	Iteration 11Q: 3 clusters Score -248313.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -248327.671875 Penalty: 2509.582275
	Iteration 12Q: 3 clusters Score -248327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -248335.906250 Penalty: 2509.582275
	Iteration 13Q: 3 clusters Score -248335.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -248343.062500 Penalty: 2509.582275
	Iteration 14Q: 3 clusters Score -248343.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -248348.875000 Penalty: 2509.582275
	Iteration 15Q: 3 clusters Score -248348.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -248349.140625 Penalty: 2509.582275
	Iteration 16Q: 3 clusters Score -248349.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -248349.390625 Penalty: 2509.582275
	Iteration 17Q: 3 clusters Score -248349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -248349.390625 Penalty: 2509.582275
	Iteration 18F: 3 clusters Score -248349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -729089.625000 Penalty: 1422.858643
	Iteration 0F: 2 clusters Score -729089.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -724264.375000 Penalty: 2845.717285
	Iteration 0F: 3 clusters Score -724264.4 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -725685.125000 Penalty: 2845.717285
	Iteration 1F: 3 clusters Score -725685.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -725874.625000 Penalty: 2845.717285
	Iteration 2F: 3 clusters Score -725874.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -726021.562500 Penalty: 2845.717285
	Iteration 3F: 3 clusters Score -726021.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -726103.687500 Penalty: 2845.717285
	Iteration 4Q: 3 clusters Score -726103.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -726181.625000 Penalty: 2845.717285
	Iteration 5Q: 3 clusters Score -726181.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -726259.125000 Penalty: 2845.717285
	Iteration 6Q: 3 clusters Score -726259.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -726344.312500 Penalty: 2845.717285
	Iteration 7Q: 3 clusters Score -726344.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -726426.562500 Penalty: 2845.717285
	Iteration 8Q: 3 clusters Score -726426.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -726524.875000 Penalty: 2845.717285
	Iteration 9Q: 3 clusters Score -726524.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -726638.750000 Penalty: 2845.717285
	Iteration 10Q: 3 clusters Score -726638.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -726726.375000 Penalty: 2845.717285
	Iteration 11Q: 3 clusters Score -726726.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -726830.500000 Penalty: 2845.717285
	Iteration 12Q: 3 clusters Score -726830.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -726960.312500 Penalty: 2845.717285
	Iteration 13Q: 3 clusters Score -726960.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -727115.500000 Penalty: 2845.717285
	Iteration 14Q: 3 clusters Score -727115.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -727269.125000 Penalty: 2845.717285
	Iteration 15Q: 3 clusters Score -727269.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -727387.875000 Penalty: 2845.717285
	Iteration 16Q: 3 clusters Score -727387.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -727483.187500 Penalty: 2845.717285
	Iteration 17Q: 3 clusters Score -727483.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -727561.875000 Penalty: 2845.717285
	Iteration 18Q: 3 clusters Score -727561.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -727622.062500 Penalty: 2845.717285
	Iteration 19Q: 3 clusters Score -727622.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -727674.437500 Penalty: 2845.717285
	Iteration 20F: 3 clusters Score -727674.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -727710.937500 Penalty: 2845.717285
	Iteration 21Q: 3 clusters Score -727710.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -727735.625000 Penalty: 2845.717285
	Iteration 22Q: 3 clusters Score -727735.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -727752.000000 Penalty: 2845.717285
	Iteration 23Q: 3 clusters Score -727752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -727766.687500 Penalty: 2845.717285
	Iteration 24Q: 3 clusters Score -727766.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -727778.375000 Penalty: 2845.717285
	Iteration 25Q: 3 clusters Score -727778.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -727791.312500 Penalty: 2845.717285
	Iteration 26Q: 3 clusters Score -727791.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -727800.625000 Penalty: 2845.717285
	Iteration 27Q: 3 clusters Score -727800.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -727811.000000 Penalty: 2845.717285
	Iteration 28Q: 3 clusters Score -727811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -727816.437500 Penalty: 2845.717285
	Iteration 29Q: 3 clusters Score -727816.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -727823.750000 Penalty: 2845.717285
	Iteration 30Q: 3 clusters Score -727823.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -727827.750000 Penalty: 2845.717285
	Iteration 31Q: 3 clusters Score -727827.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -727830.062500 Penalty: 2845.717285
	Iteration 32Q: 3 clusters Score -727830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -727831.625000 Penalty: 2845.717285
	Iteration 33Q: 3 clusters Score -727831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -727833.000000 Penalty: 2845.717285
	Iteration 34Q: 3 clusters Score -727833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -727832.937500 Penalty: 2845.717285
	Iteration 35Q: 3 clusters Score -727832.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -727832.937500 Penalty: 2845.717285
	Iteration 36F: 3 clusters Score -727832.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -413146.250000 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -413146.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -410045.250000 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -410045.2 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -410870.406250 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -410870.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -411042.062500 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -411042.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -411155.031250 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -411155 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -411224.687500 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -411224.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -411285.906250 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -411285.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -411340.937500 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -411340.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -411393.625000 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -411393.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -411439.500000 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -411439.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -411487.781250 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -411487.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -411548.468750 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -411548.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -411605.968750 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -411606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -411678.281250 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -411678.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -411760.875000 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -411760.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -411819.031250 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -411819 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -411869.531250 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -411869.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -411929.093750 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -411929.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -411974.281250 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -411974.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -412012.562500 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -412012.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -412047.500000 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -412047.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -412068.625000 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -412068.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -412080.937500 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -412080.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -412089.062500 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -412089.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -412093.625000 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -412093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -412098.000000 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -412098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -412105.093750 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -412105.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -412107.968750 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -412108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -412108.968750 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -412109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -412112.656250 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -412112.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -412115.750000 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -412115.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -412118.625000 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -412118.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -412120.375000 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -412120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -412122.062500 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -412122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -412123.843750 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -412123.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -412124.562500 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -412124.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -412125.031250 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -412125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -412124.843750 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -412124.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -412125.593750 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -412125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -412125.656250 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -412125.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -412126.187500 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -412126.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -412126.750000 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -412126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -412127.531250 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -412127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -412128.500000 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -412128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -412129.781250 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -412129.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -412129.968750 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -412130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -412129.968750 Penalty: 2662.585449
	Iteration 45F: 3 clusters Score -412130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Entering Unmasked Estep 
Score: -1664862.750000 Penalty: 1556.047607
	Iteration 0F: 2 clusters Score -1664863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -1654674.875000 Penalty: 3112.095215
	Iteration 0F: 3 clusters Score -1654675 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1658212.750000 Penalty: 3112.095215
	Iteration 1F: 3 clusters Score -1658213 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1658576.625000 Penalty: 3112.095215
	Iteration 2F: 3 clusters Score -1658577 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1658864.875000 Penalty: 3112.095215
	Iteration 3F: 3 clusters Score -1658865 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1659072.750000 Penalty: 3112.095215
	Iteration 4Q: 3 clusters Score -1659073 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1659257.250000 Penalty: 3112.095215
	Iteration 5Q: 3 clusters Score -1659257 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -1659437.000000 Penalty: 3112.095215
	Iteration 6Q: 3 clusters Score -1659437 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1659636.875000 Penalty: 3112.095215
	Iteration 7Q: 3 clusters Score -1659637 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1659867.750000 Penalty: 3112.095215
	Iteration 8Q: 3 clusters Score -1659868 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1660134.750000 Penalty: 3112.095215
	Iteration 9Q: 3 clusters Score -1660135 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1660394.875000 Penalty: 3112.095215
	Iteration 10Q: 3 clusters Score -1660395 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1660654.875000 Penalty: 3112.095215
	Iteration 11Q: 3 clusters Score -1660655 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1660909.500000 Penalty: 3112.095215
	Iteration 12Q: 3 clusters Score -1660910 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1661125.375000 Penalty: 3112.095215
	Iteration 13Q: 3 clusters Score -1661125 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1661314.375000 Penalty: 3112.095215
	Iteration 14Q: 3 clusters Score -1661314 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1661460.375000 Penalty: 3112.095215
	Iteration 15Q: 3 clusters Score -1661460 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1661579.375000 Penalty: 3112.095215
	Iteration 16Q: 3 clusters Score -1661579 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1661691.000000 Penalty: 3112.095215
	Iteration 17Q: 3 clusters Score -1661691 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1661798.250000 Penalty: 3112.095215
	Iteration 18Q: 3 clusters Score -1661798 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1661891.625000 Penalty: 3112.095215
	Iteration 19Q: 3 clusters Score -1661892 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1661979.875000 Penalty: 3112.095215
	Iteration 20F: 3 clusters Score -1661980 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -1662082.750000 Penalty: 3112.095215
	Iteration 21Q: 3 clusters Score -1662083 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1662180.750000 Penalty: 3112.095215
	Iteration 22Q: 3 clusters Score -1662181 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1662280.250000 Penalty: 3112.095215
	Iteration 23Q: 3 clusters Score -1662280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -1662379.625000 Penalty: 3112.095215
	Iteration 24Q: 3 clusters Score -1662380 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1662482.625000 Penalty: 3112.095215
	Iteration 25Q: 3 clusters Score -1662483 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1662595.000000 Penalty: 3112.095215
	Iteration 26Q: 3 clusters Score -1662595 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -1662718.875000 Penalty: 3112.095215
	Iteration 27Q: 3 clusters Score -1662719 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1662838.125000 Penalty: 3112.095215
	Iteration 28Q: 3 clusters Score -1662838 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1662971.500000 Penalty: 3112.095215
	Iteration 29Q: 3 clusters Score -1662972 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1663062.375000 Penalty: 3112.095215
	Iteration 30Q: 3 clusters Score -1663062 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1663158.875000 Penalty: 3112.095215
	Iteration 31Q: 3 clusters Score -1663159 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -1663212.875000 Penalty: 3112.095215
	Iteration 32Q: 3 clusters Score -1663213 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1663257.000000 Penalty: 3112.095215
	Iteration 33Q: 3 clusters Score -1663257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1663297.000000 Penalty: 3112.095215
	Iteration 34Q: 3 clusters Score -1663297 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1663331.750000 Penalty: 3112.095215
	Iteration 35Q: 3 clusters Score -1663332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1663357.500000 Penalty: 3112.095215
	Iteration 36Q: 3 clusters Score -1663358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1663372.875000 Penalty: 3112.095215
	Iteration 37Q: 3 clusters Score -1663373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -1663384.625000 Penalty: 3112.095215
	Iteration 38Q: 3 clusters Score -1663385 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1663407.750000 Penalty: 3112.095215
	Iteration 39Q: 3 clusters Score -1663408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1663419.000000 Penalty: 3112.095215
	Iteration 40F: 3 clusters Score -1663419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -1663439.250000 Penalty: 3112.095215
	Iteration 41Q: 3 clusters Score -1663439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1663445.125000 Penalty: 3112.095215
	Iteration 42Q: 3 clusters Score -1663445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1663448.625000 Penalty: 3112.095215
	Iteration 43Q: 3 clusters Score -1663449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1663450.625000 Penalty: 3112.095215
	Iteration 44Q: 3 clusters Score -1663451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1663450.375000 Penalty: 3112.095215
	Iteration 45Q: 3 clusters Score -1663450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1663454.125000 Penalty: 3112.095215
	Iteration 46Q: 3 clusters Score -1663454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1663460.125000 Penalty: 3112.095215
	Iteration 47Q: 3 clusters Score -1663460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1663461.625000 Penalty: 3112.095215
	Iteration 48Q: 3 clusters Score -1663462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1663463.500000 Penalty: 3112.095215
	Iteration 49Q: 3 clusters Score -1663464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1663463.500000 Penalty: 3112.095215
	Iteration 50F: 3 clusters Score -1663464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Entering Unmasked Estep 
Score: -1864415.500000 Penalty: 1575.795166
	Iteration 0F: 2 clusters Score -1864416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1853103.500000 Penalty: 3151.590332
	Iteration 0F: 3 clusters Score -1853104 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1857632.500000 Penalty: 3151.590332
	Iteration 1F: 3 clusters Score -1857632 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1858465.500000 Penalty: 3151.590332
	Iteration 2F: 3 clusters Score -1858466 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1859373.000000 Penalty: 3151.590332
	Iteration 3F: 3 clusters Score -1859373 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1860311.250000 Penalty: 3151.590332
	Iteration 4F: 3 clusters Score -1860311 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1861194.875000 Penalty: 3151.590332
	Iteration 5F: 3 clusters Score -1861195 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1861968.875000 Penalty: 3151.590332
	Iteration 6Q: 3 clusters Score -1861969 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1862511.500000 Penalty: 3151.590332
	Iteration 7Q: 3 clusters Score -1862512 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1862743.625000 Penalty: 3151.590332
	Iteration 8Q: 3 clusters Score -1862744 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1862850.000000 Penalty: 3151.590332
	Iteration 9Q: 3 clusters Score -1862850 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1862897.250000 Penalty: 3151.590332
	Iteration 10Q: 3 clusters Score -1862897 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1862923.125000 Penalty: 3151.590332
	Iteration 11Q: 3 clusters Score -1862923 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1862947.750000 Penalty: 3151.590332
	Iteration 12Q: 3 clusters Score -1862948 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1862954.125000 Penalty: 3151.590332
	Iteration 13Q: 3 clusters Score -1862954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1862964.250000 Penalty: 3151.590332
	Iteration 14Q: 3 clusters Score -1862964 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1862978.500000 Penalty: 3151.590332
	Iteration 15Q: 3 clusters Score -1862978 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1862987.250000 Penalty: 3151.590332
	Iteration 16Q: 3 clusters Score -1862987 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1862988.875000 Penalty: 3151.590332
	Iteration 17Q: 3 clusters Score -1862989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -1862989.875000 Penalty: 3151.590332
	Iteration 18Q: 3 clusters Score -1862990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1862995.500000 Penalty: 3151.590332
	Iteration 19Q: 3 clusters Score -1862996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1862997.750000 Penalty: 3151.590332
	Iteration 20F: 3 clusters Score -1862998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1862999.000000 Penalty: 3151.590332
	Iteration 21Q: 3 clusters Score -1862999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1863008.750000 Penalty: 3151.590332
	Iteration 22Q: 3 clusters Score -1863009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1863012.875000 Penalty: 3151.590332
	Iteration 23Q: 3 clusters Score -1863013 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1863016.500000 Penalty: 3151.590332
	Iteration 24Q: 3 clusters Score -1863016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1863023.375000 Penalty: 3151.590332
	Iteration 25Q: 3 clusters Score -1863023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1863028.375000 Penalty: 3151.590332
	Iteration 26Q: 3 clusters Score -1863028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1863035.500000 Penalty: 3151.590332
	Iteration 27Q: 3 clusters Score -1863036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1863052.625000 Penalty: 3151.590332
	Iteration 28Q: 3 clusters Score -1863053 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1863056.500000 Penalty: 3151.590332
	Iteration 29Q: 3 clusters Score -1863056 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1863073.000000 Penalty: 3151.590332
	Iteration 30Q: 3 clusters Score -1863073 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1863089.750000 Penalty: 3151.590332
	Iteration 31Q: 3 clusters Score -1863090 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1863106.125000 Penalty: 3151.590332
	Iteration 32Q: 3 clusters Score -1863106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1863116.625000 Penalty: 3151.590332
	Iteration 33Q: 3 clusters Score -1863117 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1863142.625000 Penalty: 3151.590332
	Iteration 34Q: 3 clusters Score -1863143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1863165.250000 Penalty: 3151.590332
	Iteration 35Q: 3 clusters Score -1863165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1863202.125000 Penalty: 3151.590332
	Iteration 36Q: 3 clusters Score -1863202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1863228.000000 Penalty: 3151.590332
	Iteration 37Q: 3 clusters Score -1863228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1863265.500000 Penalty: 3151.590332
	Iteration 38Q: 3 clusters Score -1863266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1863308.500000 Penalty: 3151.590332
	Iteration 39Q: 3 clusters Score -1863308 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1863356.875000 Penalty: 3151.590332
	Iteration 40F: 3 clusters Score -1863357 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1863444.375000 Penalty: 3151.590332
	Iteration 41Q: 3 clusters Score -1863444 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1863533.875000 Penalty: 3151.590332
	Iteration 42Q: 3 clusters Score -1863534 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1863630.625000 Penalty: 3151.590332
	Iteration 43Q: 3 clusters Score -1863631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1863720.875000 Penalty: 3151.590332
	Iteration 44Q: 3 clusters Score -1863721 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1863767.000000 Penalty: 3151.590332
	Iteration 45Q: 3 clusters Score -1863767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1863795.750000 Penalty: 3151.590332
	Iteration 46Q: 3 clusters Score -1863796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1863810.875000 Penalty: 3151.590332
	Iteration 47Q: 3 clusters Score -1863811 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1863823.500000 Penalty: 3151.590332
	Iteration 48Q: 3 clusters Score -1863824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1863829.000000 Penalty: 3151.590332
	Iteration 49Q: 3 clusters Score -1863829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1863835.375000 Penalty: 3151.590332
	Iteration 50Q: 3 clusters Score -1863835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1863839.625000 Penalty: 3151.590332
	Iteration 51Q: 3 clusters Score -1863840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1863847.250000 Penalty: 3151.590332
	Iteration 52Q: 3 clusters Score -1863847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1863858.000000 Penalty: 3151.590332
	Iteration 53Q: 3 clusters Score -1863858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1863861.375000 Penalty: 3151.590332
	Iteration 54Q: 3 clusters Score -1863861 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1863861.500000 Penalty: 3151.590332
	Iteration 55Q: 3 clusters Score -1863862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1863861.625000 Penalty: 3151.590332
	Iteration 56Q: 3 clusters Score -1863862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1863862.250000 Penalty: 3151.590332
	Iteration 57Q: 3 clusters Score -1863862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1863861.375000 Penalty: 3151.590332
	Iteration 58Q: 3 clusters Score -1863861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1863861.375000 Penalty: 3151.590332
	Iteration 59F: 3 clusters Score -1863861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -174646.218750 Penalty: 1196.635986
	Iteration 0F: 2 clusters Score -174646.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -172800.796875 Penalty: 2393.271973
	Iteration 0F: 3 clusters Score -172800.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173163.984375 Penalty: 2393.271973
	Iteration 1F: 3 clusters Score -173164 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -173269.421875 Penalty: 2393.271973
	Iteration 2F: 3 clusters Score -173269.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -173348.140625 Penalty: 2393.271973
	Iteration 3F: 3 clusters Score -173348.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -173392.656250 Penalty: 2393.271973
	Iteration 4Q: 3 clusters Score -173392.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -173425.515625 Penalty: 2393.271973
	Iteration 5Q: 3 clusters Score -173425.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -173444.546875 Penalty: 2393.271973
	Iteration 6Q: 3 clusters Score -173444.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173460.312500 Penalty: 2393.271973
	Iteration 7Q: 3 clusters Score -173460.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -173471.031250 Penalty: 2393.271973
	Iteration 8Q: 3 clusters Score -173471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -173479.640625 Penalty: 2393.271973
	Iteration 9Q: 3 clusters Score -173479.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -173486.234375 Penalty: 2393.271973
	Iteration 10Q: 3 clusters Score -173486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -173492.625000 Penalty: 2393.271973
	Iteration 11Q: 3 clusters Score -173492.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -173498.015625 Penalty: 2393.271973
	Iteration 12Q: 3 clusters Score -173498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -173512.781250 Penalty: 2393.271973
	Iteration 13Q: 3 clusters Score -173512.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -173526.250000 Penalty: 2393.271973
	Iteration 14Q: 3 clusters Score -173526.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -173542.421875 Penalty: 2393.271973
	Iteration 15Q: 3 clusters Score -173542.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -173564.000000 Penalty: 2393.271973
	Iteration 16Q: 3 clusters Score -173564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -173574.500000 Penalty: 2393.271973
	Iteration 17Q: 3 clusters Score -173574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -173579.906250 Penalty: 2393.271973
	Iteration 18Q: 3 clusters Score -173579.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -173586.453125 Penalty: 2393.271973
	Iteration 19Q: 3 clusters Score -173586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -173589.968750 Penalty: 2393.271973
	Iteration 20F: 3 clusters Score -173590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -173593.328125 Penalty: 2393.271973
	Iteration 21Q: 3 clusters Score -173593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -173597.250000 Penalty: 2393.271973
	Iteration 22Q: 3 clusters Score -173597.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -173602.234375 Penalty: 2393.271973
	Iteration 23Q: 3 clusters Score -173602.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -173611.031250 Penalty: 2393.271973
	Iteration 24Q: 3 clusters Score -173611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -173618.984375 Penalty: 2393.271973
	Iteration 25Q: 3 clusters Score -173619 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -173623.937500 Penalty: 2393.271973
	Iteration 26Q: 3 clusters Score -173623.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173627.875000 Penalty: 2393.271973
	Iteration 27Q: 3 clusters Score -173627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173631.453125 Penalty: 2393.271973
	Iteration 28Q: 3 clusters Score -173631.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -173633.968750 Penalty: 2393.271973
	Iteration 29Q: 3 clusters Score -173634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173634.734375 Penalty: 2393.271973
	Iteration 30Q: 3 clusters Score -173634.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -173634.734375 Penalty: 2393.271973
	Iteration 31F: 3 clusters Score -173634.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -144898.609375 Penalty: 1163.131958
	Iteration 0F: 2 clusters Score -144898.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -143259.203125 Penalty: 2326.263916
	Iteration 0F: 3 clusters Score -143259.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -143560.546875 Penalty: 2326.263916
	Iteration 1F: 3 clusters Score -143560.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -143639.078125 Penalty: 2326.263916
	Iteration 2F: 3 clusters Score -143639.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -143672.734375 Penalty: 2326.263916
	Iteration 3Q: 3 clusters Score -143672.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -143696.593750 Penalty: 2326.263916
	Iteration 4Q: 3 clusters Score -143696.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -143710.093750 Penalty: 2326.263916
	Iteration 5Q: 3 clusters Score -143710.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -143721.093750 Penalty: 2326.263916
	Iteration 6Q: 3 clusters Score -143721.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -143727.625000 Penalty: 2326.263916
	Iteration 7Q: 3 clusters Score -143727.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -143734.812500 Penalty: 2326.263916
	Iteration 8Q: 3 clusters Score -143734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -143741.562500 Penalty: 2326.263916
	Iteration 9Q: 3 clusters Score -143741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -143744.484375 Penalty: 2326.263916
	Iteration 10Q: 3 clusters Score -143744.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -143748.109375 Penalty: 2326.263916
	Iteration 11Q: 3 clusters Score -143748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -143749.171875 Penalty: 2326.263916
	Iteration 12Q: 3 clusters Score -143749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143752.843750 Penalty: 2326.263916
	Iteration 13Q: 3 clusters Score -143752.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -143755.296875 Penalty: 2326.263916
	Iteration 14Q: 3 clusters Score -143755.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -143755.296875 Penalty: 2326.263916
	Iteration 15F: 3 clusters Score -143755.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -495152.875000 Penalty: 1361.749756
	Iteration 0F: 2 clusters Score -495152.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -491545.625000 Penalty: 2723.499512
	Iteration 0F: 3 clusters Score -491545.6 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -492560.250000 Penalty: 2723.499512
	Iteration 1F: 3 clusters Score -492560.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -492720.312500 Penalty: 2723.499512
	Iteration 2F: 3 clusters Score -492720.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -492838.968750 Penalty: 2723.499512
	Iteration 3F: 3 clusters Score -492839 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -492927.937500 Penalty: 2723.499512
	Iteration 4Q: 3 clusters Score -492927.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -492991.593750 Penalty: 2723.499512
	Iteration 5Q: 3 clusters Score -492991.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -493053.250000 Penalty: 2723.499512
	Iteration 6Q: 3 clusters Score -493053.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -493108.531250 Penalty: 2723.499512
	Iteration 7Q: 3 clusters Score -493108.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -493162.437500 Penalty: 2723.499512
	Iteration 8Q: 3 clusters Score -493162.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -493215.187500 Penalty: 2723.499512
	Iteration 9Q: 3 clusters Score -493215.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -493263.093750 Penalty: 2723.499512
	Iteration 10Q: 3 clusters Score -493263.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -493310.375000 Penalty: 2723.499512
	Iteration 11Q: 3 clusters Score -493310.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -493358.125000 Penalty: 2723.499512
	Iteration 12Q: 3 clusters Score -493358.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -493418.718750 Penalty: 2723.499512
	Iteration 13Q: 3 clusters Score -493418.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -493476.031250 Penalty: 2723.499512
	Iteration 14Q: 3 clusters Score -493476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -493521.750000 Penalty: 2723.499512
	Iteration 15Q: 3 clusters Score -493521.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -493556.968750 Penalty: 2723.499512
	Iteration 16Q: 3 clusters Score -493557 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -493599.812500 Penalty: 2723.499512
	Iteration 17Q: 3 clusters Score -493599.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -493644.125000 Penalty: 2723.499512
	Iteration 18Q: 3 clusters Score -493644.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -493688.437500 Penalty: 2723.499512
	Iteration 19Q: 3 clusters Score -493688.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -493729.718750 Penalty: 2723.499512
	Iteration 20F: 3 clusters Score -493729.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -493773.000000 Penalty: 2723.499512
	Iteration 21Q: 3 clusters Score -493773 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -493821.562500 Penalty: 2723.499512
	Iteration 22Q: 3 clusters Score -493821.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -493863.312500 Penalty: 2723.499512
	Iteration 23Q: 3 clusters Score -493863.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -493913.062500 Penalty: 2723.499512
	Iteration 24Q: 3 clusters Score -493913.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -493963.656250 Penalty: 2723.499512
	Iteration 25Q: 3 clusters Score -493963.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -494022.562500 Penalty: 2723.499512
	Iteration 26Q: 3 clusters Score -494022.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -494075.312500 Penalty: 2723.499512
	Iteration 27Q: 3 clusters Score -494075.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -494118.312500 Penalty: 2723.499512
	Iteration 28Q: 3 clusters Score -494118.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -494148.562500 Penalty: 2723.499512
	Iteration 29Q: 3 clusters Score -494148.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -494179.312500 Penalty: 2723.499512
	Iteration 30Q: 3 clusters Score -494179.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -494206.375000 Penalty: 2723.499512
	Iteration 31Q: 3 clusters Score -494206.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -494225.343750 Penalty: 2723.499512
	Iteration 32Q: 3 clusters Score -494225.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -494242.406250 Penalty: 2723.499512
	Iteration 33Q: 3 clusters Score -494242.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -494261.625000 Penalty: 2723.499512
	Iteration 34Q: 3 clusters Score -494261.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -494277.562500 Penalty: 2723.499512
	Iteration 35Q: 3 clusters Score -494277.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -494293.375000 Penalty: 2723.499512
	Iteration 36Q: 3 clusters Score -494293.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -494310.968750 Penalty: 2723.499512
	Iteration 37Q: 3 clusters Score -494311 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -494326.031250 Penalty: 2723.499512
	Iteration 38Q: 3 clusters Score -494326 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -494360.718750 Penalty: 2723.499512
	Iteration 39Q: 3 clusters Score -494360.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -494397.125000 Penalty: 2723.499512
	Iteration 40F: 3 clusters Score -494397.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -494420.000000 Penalty: 2723.499512
	Iteration 41Q: 3 clusters Score -494420 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -494443.562500 Penalty: 2723.499512
	Iteration 42Q: 3 clusters Score -494443.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -494459.281250 Penalty: 2723.499512
	Iteration 43Q: 3 clusters Score -494459.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -494465.906250 Penalty: 2723.499512
	Iteration 44Q: 3 clusters Score -494465.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -494470.750000 Penalty: 2723.499512
	Iteration 45Q: 3 clusters Score -494470.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -494474.531250 Penalty: 2723.499512
	Iteration 46Q: 3 clusters Score -494474.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -494478.843750 Penalty: 2723.499512
	Iteration 47Q: 3 clusters Score -494478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -494482.468750 Penalty: 2723.499512
	Iteration 48Q: 3 clusters Score -494482.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -494485.437500 Penalty: 2723.499512
	Iteration 49Q: 3 clusters Score -494485.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -494488.843750 Penalty: 2723.499512
	Iteration 50Q: 3 clusters Score -494488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -494488.312500 Penalty: 2723.499512
	Iteration 51Q: 3 clusters Score -494488.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -494488.312500 Penalty: 2723.499512
	Iteration 52F: 3 clusters Score -494488.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Entering Unmasked Estep 
Score: -527025.812500 Penalty: 1368.396606
	Iteration 0F: 2 clusters Score -527025.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -523408.937500 Penalty: 2736.793213
	Iteration 0F: 3 clusters Score -523408.9 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -524364.312500 Penalty: 2736.793213
	Iteration 1F: 3 clusters Score -524364.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -524550.125000 Penalty: 2736.793213
	Iteration 2F: 3 clusters Score -524550.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -524675.250000 Penalty: 2736.793213
	Iteration 3F: 3 clusters Score -524675.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -524767.875000 Penalty: 2736.793213
	Iteration 4Q: 3 clusters Score -524767.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -524843.562500 Penalty: 2736.793213
	Iteration 5Q: 3 clusters Score -524843.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -524901.312500 Penalty: 2736.793213
	Iteration 6Q: 3 clusters Score -524901.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -524959.375000 Penalty: 2736.793213
	Iteration 7Q: 3 clusters Score -524959.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -525016.625000 Penalty: 2736.793213
	Iteration 8Q: 3 clusters Score -525016.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -525075.625000 Penalty: 2736.793213
	Iteration 9Q: 3 clusters Score -525075.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -525155.125000 Penalty: 2736.793213
	Iteration 10Q: 3 clusters Score -525155.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -525226.875000 Penalty: 2736.793213
	Iteration 11Q: 3 clusters Score -525226.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -525305.750000 Penalty: 2736.793213
	Iteration 12Q: 3 clusters Score -525305.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -525390.062500 Penalty: 2736.793213
	Iteration 13Q: 3 clusters Score -525390.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -525467.250000 Penalty: 2736.793213
	Iteration 14Q: 3 clusters Score -525467.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -525534.687500 Penalty: 2736.793213
	Iteration 15Q: 3 clusters Score -525534.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -525602.812500 Penalty: 2736.793213
	Iteration 16Q: 3 clusters Score -525602.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -525665.562500 Penalty: 2736.793213
	Iteration 17Q: 3 clusters Score -525665.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -525719.312500 Penalty: 2736.793213
	Iteration 18Q: 3 clusters Score -525719.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -525774.500000 Penalty: 2736.793213
	Iteration 19Q: 3 clusters Score -525774.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -525802.375000 Penalty: 2736.793213
	Iteration 20F: 3 clusters Score -525802.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -525816.750000 Penalty: 2736.793213
	Iteration 21Q: 3 clusters Score -525816.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -525822.062500 Penalty: 2736.793213
	Iteration 22Q: 3 clusters Score -525822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -525826.625000 Penalty: 2736.793213
	Iteration 23Q: 3 clusters Score -525826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -525827.062500 Penalty: 2736.793213
	Iteration 24Q: 3 clusters Score -525827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -525827.625000 Penalty: 2736.793213
	Iteration 25Q: 3 clusters Score -525827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -525829.000000 Penalty: 2736.793213
	Iteration 26Q: 3 clusters Score -525829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -525831.812500 Penalty: 2736.793213
	Iteration 27Q: 3 clusters Score -525831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -525832.625000 Penalty: 2736.793213
	Iteration 28Q: 3 clusters Score -525832.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -525832.625000 Penalty: 2736.793213
	Iteration 29F: 3 clusters Score -525832.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -321332.062500 Penalty: 1309.220825
	Iteration 0F: 2 clusters Score -321332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -318527.687500 Penalty: 2618.441650
	Iteration 0F: 3 clusters Score -318527.7 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -319313.000000 Penalty: 2618.441650
	Iteration 1F: 3 clusters Score -319313 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -319537.406250 Penalty: 2618.441650
	Iteration 2F: 3 clusters Score -319537.4 nChanged 191
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: -319684.000000 Penalty: 2618.441650
	Iteration 3F: 3 clusters Score -319684 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -319775.093750 Penalty: 2618.441650
	Iteration 4Q: 3 clusters Score -319775.1 nChanged 108
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: -319836.031250 Penalty: 2618.441650
	Iteration 5Q: 3 clusters Score -319836 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -319876.281250 Penalty: 2618.441650
	Iteration 6Q: 3 clusters Score -319876.3 nChanged 67
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: -319906.687500 Penalty: 2618.441650
	Iteration 7Q: 3 clusters Score -319906.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -319929.812500 Penalty: 2618.441650
	Iteration 8Q: 3 clusters Score -319929.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -319954.250000 Penalty: 2618.441650
	Iteration 9Q: 3 clusters Score -319954.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -319975.312500 Penalty: 2618.441650
	Iteration 10Q: 3 clusters Score -319975.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -319993.468750 Penalty: 2618.441650
	Iteration 11Q: 3 clusters Score -319993.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -320010.562500 Penalty: 2618.441650
	Iteration 12Q: 3 clusters Score -320010.6 nChanged 41
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: -320035.593750 Penalty: 2618.441650
	Iteration 13Q: 3 clusters Score -320035.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -320060.687500 Penalty: 2618.441650
	Iteration 14Q: 3 clusters Score -320060.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -320086.656250 Penalty: 2618.441650
	Iteration 15Q: 3 clusters Score -320086.7 nChanged 51
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: -320117.812500 Penalty: 2618.441650
	Iteration 16Q: 3 clusters Score -320117.8 nChanged 44
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: -320142.687500 Penalty: 2618.441650
	Iteration 17Q: 3 clusters Score -320142.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -320162.000000 Penalty: 2618.441650
	Iteration 18Q: 3 clusters Score -320162 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -320177.218750 Penalty: 2618.441650
	Iteration 19Q: 3 clusters Score -320177.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -320192.531250 Penalty: 2618.441650
	Iteration 20F: 3 clusters Score -320192.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -320204.125000 Penalty: 2618.441650
	Iteration 21Q: 3 clusters Score -320204.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -320209.625000 Penalty: 2618.441650
	Iteration 22Q: 3 clusters Score -320209.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -320217.750000 Penalty: 2618.441650
	Iteration 23Q: 3 clusters Score -320217.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -320225.718750 Penalty: 2618.441650
	Iteration 24Q: 3 clusters Score -320225.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -320234.250000 Penalty: 2618.441650
	Iteration 25Q: 3 clusters Score -320234.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -320245.250000 Penalty: 2618.441650
	Iteration 26Q: 3 clusters Score -320245.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -320254.531250 Penalty: 2618.441650
	Iteration 27Q: 3 clusters Score -320254.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -320264.875000 Penalty: 2618.441650
	Iteration 28Q: 3 clusters Score -320264.9 nChanged 22
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: -320274.625000 Penalty: 2618.441650
	Iteration 29Q: 3 clusters Score -320274.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -320291.750000 Penalty: 2618.441650
	Iteration 30Q: 3 clusters Score -320291.8 nChanged 21
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: -320301.343750 Penalty: 2618.441650
	Iteration 31Q: 3 clusters Score -320301.3 nChanged 17
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: -320307.656250 Penalty: 2618.441650
	Iteration 32Q: 3 clusters Score -320307.7 nChanged 9
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: -320310.593750 Penalty: 2618.441650
	Iteration 33Q: 3 clusters Score -320310.6 nChanged 4
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: -320311.375000 Penalty: 2618.441650
	Iteration 34Q: 3 clusters Score -320311.4 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: -320312.281250 Penalty: 2618.441650
	Iteration 35Q: 3 clusters Score -320312.3 nChanged 5
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: -320313.312500 Penalty: 2618.441650
	Iteration 36Q: 3 clusters Score -320313.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -320316.031250 Penalty: 2618.441650
	Iteration 37Q: 3 clusters Score -320316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -320318.656250 Penalty: 2618.441650
	Iteration 38Q: 3 clusters Score -320318.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -320322.343750 Penalty: 2618.441650
	Iteration 39Q: 3 clusters Score -320322.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -320325.875000 Penalty: 2618.441650
	Iteration 40F: 3 clusters Score -320325.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -320331.031250 Penalty: 2618.441650
	Iteration 41Q: 3 clusters Score -320331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -320339.687500 Penalty: 2618.441650
	Iteration 42Q: 3 clusters Score -320339.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -320345.750000 Penalty: 2618.441650
	Iteration 43Q: 3 clusters Score -320345.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -320352.031250 Penalty: 2618.441650
	Iteration 44Q: 3 clusters Score -320352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -320357.125000 Penalty: 2618.441650
	Iteration 45Q: 3 clusters Score -320357.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -320362.781250 Penalty: 2618.441650
	Iteration 46Q: 3 clusters Score -320362.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -320365.843750 Penalty: 2618.441650
	Iteration 47Q: 3 clusters Score -320365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -320367.468750 Penalty: 2618.441650
	Iteration 48Q: 3 clusters Score -320367.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -320367.593750 Penalty: 2618.441650
	Iteration 49Q: 3 clusters Score -320367.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -320368.656250 Penalty: 2618.441650
	Iteration 50Q: 3 clusters Score -320368.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -320369.812500 Penalty: 2618.441650
	Iteration 51Q: 3 clusters Score -320369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -320370.093750 Penalty: 2618.441650
	Iteration 52Q: 3 clusters Score -320370.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -320370.218750 Penalty: 2618.441650
	Iteration 53Q: 3 clusters Score -320370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -320370.218750 Penalty: 2618.441650
	Iteration 54Q: 3 clusters Score -320370.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -320370.218750 Penalty: 2618.441650
	Iteration 55F: 3 clusters Score -320370.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Entering Unmasked Estep 
Score: -1456829.625000 Penalty: 1538.147705
	Iteration 0F: 2 clusters Score -1456830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1447823.250000 Penalty: 3076.295410
	Iteration 0F: 3 clusters Score -1447823 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1450914.000000 Penalty: 3076.295410
	Iteration 1F: 3 clusters Score -1450914 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1451292.250000 Penalty: 3076.295410
	Iteration 2F: 3 clusters Score -1451292 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1451661.125000 Penalty: 3076.295410
	Iteration 3F: 3 clusters Score -1451661 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1452023.875000 Penalty: 3076.295410
	Iteration 4F: 3 clusters Score -1452024 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1452424.875000 Penalty: 3076.295410
	Iteration 5Q: 3 clusters Score -1452425 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1452809.500000 Penalty: 3076.295410
	Iteration 6Q: 3 clusters Score -1452810 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1453178.125000 Penalty: 3076.295410
	Iteration 7Q: 3 clusters Score -1453178 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1453538.750000 Penalty: 3076.295410
	Iteration 8Q: 3 clusters Score -1453539 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1453882.500000 Penalty: 3076.295410
	Iteration 9Q: 3 clusters Score -1453882 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1454187.750000 Penalty: 3076.295410
	Iteration 10Q: 3 clusters Score -1454188 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1454418.750000 Penalty: 3076.295410
	Iteration 11Q: 3 clusters Score -1454419 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1454603.375000 Penalty: 3076.295410
	Iteration 12Q: 3 clusters Score -1454603 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1454735.500000 Penalty: 3076.295410
	Iteration 13Q: 3 clusters Score -1454736 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1454839.250000 Penalty: 3076.295410
	Iteration 14Q: 3 clusters Score -1454839 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1454930.625000 Penalty: 3076.295410
	Iteration 15Q: 3 clusters Score -1454931 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1455006.250000 Penalty: 3076.295410
	Iteration 16Q: 3 clusters Score -1455006 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1455087.375000 Penalty: 3076.295410
	Iteration 17Q: 3 clusters Score -1455087 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1455175.875000 Penalty: 3076.295410
	Iteration 18Q: 3 clusters Score -1455176 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1455259.250000 Penalty: 3076.295410
	Iteration 19Q: 3 clusters Score -1455259 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1455338.750000 Penalty: 3076.295410
	Iteration 20F: 3 clusters Score -1455339 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1455412.875000 Penalty: 3076.295410
	Iteration 21Q: 3 clusters Score -1455413 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1455478.125000 Penalty: 3076.295410
	Iteration 22Q: 3 clusters Score -1455478 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1455535.500000 Penalty: 3076.295410
	Iteration 23Q: 3 clusters Score -1455536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1455591.000000 Penalty: 3076.295410
	Iteration 24Q: 3 clusters Score -1455591 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1455652.000000 Penalty: 3076.295410
	Iteration 25Q: 3 clusters Score -1455652 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1455695.750000 Penalty: 3076.295410
	Iteration 26Q: 3 clusters Score -1455696 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1455722.625000 Penalty: 3076.295410
	Iteration 27Q: 3 clusters Score -1455723 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1455747.750000 Penalty: 3076.295410
	Iteration 28Q: 3 clusters Score -1455748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1455766.250000 Penalty: 3076.295410
	Iteration 29Q: 3 clusters Score -1455766 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1455781.500000 Penalty: 3076.295410
	Iteration 30Q: 3 clusters Score -1455782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1455792.375000 Penalty: 3076.295410
	Iteration 31Q: 3 clusters Score -1455792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1455808.625000 Penalty: 3076.295410
	Iteration 32Q: 3 clusters Score -1455809 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1455815.875000 Penalty: 3076.295410
	Iteration 33Q: 3 clusters Score -1455816 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1455829.625000 Penalty: 3076.295410
	Iteration 34Q: 3 clusters Score -1455830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1455836.500000 Penalty: 3076.295410
	Iteration 35Q: 3 clusters Score -1455836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1455838.625000 Penalty: 3076.295410
	Iteration 36Q: 3 clusters Score -1455839 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1455843.375000 Penalty: 3076.295410
	Iteration 37Q: 3 clusters Score -1455843 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1455849.875000 Penalty: 3076.295410
	Iteration 38Q: 3 clusters Score -1455850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1455856.125000 Penalty: 3076.295410
	Iteration 39Q: 3 clusters Score -1455856 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1455854.375000 Penalty: 3076.295410
	Iteration 40F: 3 clusters Score -1455854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1455855.500000 Penalty: 3076.295410
	Iteration 41Q: 3 clusters Score -1455856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1455858.750000 Penalty: 3076.295410
	Iteration 42Q: 3 clusters Score -1455859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1455861.375000 Penalty: 3076.295410
	Iteration 43Q: 3 clusters Score -1455861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1455857.000000 Penalty: 3076.295410
	Iteration 44Q: 3 clusters Score -1455857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1455864.625000 Penalty: 3076.295410
	Iteration 45Q: 3 clusters Score -1455865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1455867.375000 Penalty: 3076.295410
	Iteration 46Q: 3 clusters Score -1455867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1455867.125000 Penalty: 3076.295410
	Iteration 47Q: 3 clusters Score -1455867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1455866.875000 Penalty: 3076.295410
	Iteration 48Q: 3 clusters Score -1455867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1455867.750000 Penalty: 3076.295410
	Iteration 49Q: 3 clusters Score -1455868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1455869.625000 Penalty: 3076.295410
	Iteration 50Q: 3 clusters Score -1455870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1455872.750000 Penalty: 3076.295410
	Iteration 51Q: 3 clusters Score -1455873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1455869.625000 Penalty: 3076.295410
	Iteration 52Q: 3 clusters Score -1455870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1455871.750000 Penalty: 3076.295410
	Iteration 53Q: 3 clusters Score -1455872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1455869.750000 Penalty: 3076.295410
	Iteration 54Q: 3 clusters Score -1455870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1455869.875000 Penalty: 3076.295410
	Iteration 55Q: 3 clusters Score -1455870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1455869.625000 Penalty: 3076.295410
	Iteration 56Q: 3 clusters Score -1455870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1455868.500000 Penalty: 3076.295410
	Iteration 57Q: 3 clusters Score -1455868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1455870.375000 Penalty: 3076.295410
	Iteration 58Q: 3 clusters Score -1455870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1455869.250000 Penalty: 3076.295410
	Iteration 59Q: 3 clusters Score -1455869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1455869.250000 Penalty: 3076.295410
	Iteration 60F: 3 clusters Score -1455869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -188241.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -188241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -186361.828125 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -186361.8 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186852.812500 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -186852.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -187130.765625 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -187130.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -187395.156250 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -187395.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -187579.968750 Penalty: 2421.653564
	Iteration 4F: 3 clusters Score -187580 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -187687.265625 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -187687.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -187734.531250 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -187734.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -187757.906250 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -187757.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -187766.437500 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -187766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -187773.218750 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -187773.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -187779.281250 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -187779.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -187781.234375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -187781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -187784.734375 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -187784.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -187787.390625 Penalty: 2421.653564
	Iteration 13Q: 3 clusters Score -187787.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -187793.000000 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -187793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -187798.078125 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -187798.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -187802.875000 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -187802.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -187806.125000 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -187806.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187808.078125 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -187808.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -187808.078125 Penalty: 2421.653564
	Iteration 19F: 3 clusters Score -187808.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Entering Unmasked Estep 
Score: -774557.312500 Penalty: 1429.208252
	Iteration 0F: 2 clusters Score -774557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -769469.812500 Penalty: 2858.416504
	Iteration 0F: 3 clusters Score -769469.8 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -771001.375000 Penalty: 2858.416504
	Iteration 1F: 3 clusters Score -771001.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -771205.625000 Penalty: 2858.416504
	Iteration 2F: 3 clusters Score -771205.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -771343.250000 Penalty: 2858.416504
	Iteration 3Q: 3 clusters Score -771343.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -771455.500000 Penalty: 2858.416504
	Iteration 4Q: 3 clusters Score -771455.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -771555.687500 Penalty: 2858.416504
	Iteration 5Q: 3 clusters Score -771555.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -771630.687500 Penalty: 2858.416504
	Iteration 6Q: 3 clusters Score -771630.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -771689.000000 Penalty: 2858.416504
	Iteration 7Q: 3 clusters Score -771689 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -771748.500000 Penalty: 2858.416504
	Iteration 8Q: 3 clusters Score -771748.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -771798.500000 Penalty: 2858.416504
	Iteration 9Q: 3 clusters Score -771798.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -771834.937500 Penalty: 2858.416504
	Iteration 10Q: 3 clusters Score -771834.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -771882.312500 Penalty: 2858.416504
	Iteration 11Q: 3 clusters Score -771882.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -771953.375000 Penalty: 2858.416504
	Iteration 12Q: 3 clusters Score -771953.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -772025.875000 Penalty: 2858.416504
	Iteration 13Q: 3 clusters Score -772025.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -772097.812500 Penalty: 2858.416504
	Iteration 14Q: 3 clusters Score -772097.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -772166.375000 Penalty: 2858.416504
	Iteration 15Q: 3 clusters Score -772166.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -772227.687500 Penalty: 2858.416504
	Iteration 16Q: 3 clusters Score -772227.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -772285.687500 Penalty: 2858.416504
	Iteration 17Q: 3 clusters Score -772285.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -772330.437500 Penalty: 2858.416504
	Iteration 18Q: 3 clusters Score -772330.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -772369.000000 Penalty: 2858.416504
	Iteration 19Q: 3 clusters Score -772369 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -772413.437500 Penalty: 2858.416504
	Iteration 20F: 3 clusters Score -772413.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -772458.250000 Penalty: 2858.416504
	Iteration 21Q: 3 clusters Score -772458.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -772500.125000 Penalty: 2858.416504
	Iteration 22Q: 3 clusters Score -772500.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -772533.937500 Penalty: 2858.416504
	Iteration 23Q: 3 clusters Score -772533.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -772568.125000 Penalty: 2858.416504
	Iteration 24Q: 3 clusters Score -772568.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -772598.187500 Penalty: 2858.416504
	Iteration 25Q: 3 clusters Score -772598.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -772630.812500 Penalty: 2858.416504
	Iteration 26Q: 3 clusters Score -772630.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -772656.500000 Penalty: 2858.416504
	Iteration 27Q: 3 clusters Score -772656.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -772670.875000 Penalty: 2858.416504
	Iteration 28Q: 3 clusters Score -772670.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -772682.687500 Penalty: 2858.416504
	Iteration 29Q: 3 clusters Score -772682.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -772691.375000 Penalty: 2858.416504
	Iteration 30Q: 3 clusters Score -772691.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -772696.312500 Penalty: 2858.416504
	Iteration 31Q: 3 clusters Score -772696.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -772701.062500 Penalty: 2858.416504
	Iteration 32Q: 3 clusters Score -772701.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -772702.125000 Penalty: 2858.416504
	Iteration 33Q: 3 clusters Score -772702.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -772705.812500 Penalty: 2858.416504
	Iteration 34Q: 3 clusters Score -772705.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -772707.125000 Penalty: 2858.416504
	Iteration 35Q: 3 clusters Score -772707.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -772708.562500 Penalty: 2858.416504
	Iteration 36Q: 3 clusters Score -772708.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -772709.062500 Penalty: 2858.416504
	Iteration 37Q: 3 clusters Score -772709.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -772709.500000 Penalty: 2858.416504
	Iteration 38Q: 3 clusters Score -772709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -772710.812500 Penalty: 2858.416504
	Iteration 39Q: 3 clusters Score -772710.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -772711.062500 Penalty: 2858.416504
	Iteration 40F: 3 clusters Score -772711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -772711.000000 Penalty: 2858.416504
	Iteration 41Q: 3 clusters Score -772711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -772710.750000 Penalty: 2858.416504
	Iteration 42Q: 3 clusters Score -772710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -772709.625000 Penalty: 2858.416504
	Iteration 43Q: 3 clusters Score -772709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -772711.250000 Penalty: 2858.416504
	Iteration 44Q: 3 clusters Score -772711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -772711.562500 Penalty: 2858.416504
	Iteration 45Q: 3 clusters Score -772711.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -772711.562500 Penalty: 2858.416504
	Iteration 46F: 3 clusters Score -772711.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -377130.812500 Penalty: 1320.463135
	Iteration 0F: 2 clusters Score -377130.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -374184.218750 Penalty: 2640.926270
	Iteration 0F: 3 clusters Score -374184.2 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -374940.500000 Penalty: 2640.926270
	Iteration 1F: 3 clusters Score -374940.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -375131.406250 Penalty: 2640.926270
	Iteration 2F: 3 clusters Score -375131.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -375285.406250 Penalty: 2640.926270
	Iteration 3F: 3 clusters Score -375285.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -375438.906250 Penalty: 2640.926270
	Iteration 4Q: 3 clusters Score -375438.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -375583.468750 Penalty: 2640.926270
	Iteration 5Q: 3 clusters Score -375583.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -375741.125000 Penalty: 2640.926270
	Iteration 6F: 3 clusters Score -375741.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -375885.062500 Penalty: 2640.926270
	Iteration 7Q: 3 clusters Score -375885.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -376015.562500 Penalty: 2640.926270
	Iteration 8Q: 3 clusters Score -376015.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -376128.531250 Penalty: 2640.926270
	Iteration 9Q: 3 clusters Score -376128.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -376216.187500 Penalty: 2640.926270
	Iteration 10Q: 3 clusters Score -376216.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -376270.375000 Penalty: 2640.926270
	Iteration 11Q: 3 clusters Score -376270.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -376296.781250 Penalty: 2640.926270
	Iteration 12Q: 3 clusters Score -376296.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -376325.281250 Penalty: 2640.926270
	Iteration 13Q: 3 clusters Score -376325.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -376345.968750 Penalty: 2640.926270
	Iteration 14Q: 3 clusters Score -376346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -376362.750000 Penalty: 2640.926270
	Iteration 15Q: 3 clusters Score -376362.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -376375.093750 Penalty: 2640.926270
	Iteration 16Q: 3 clusters Score -376375.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -376386.718750 Penalty: 2640.926270
	Iteration 17Q: 3 clusters Score -376386.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -376393.812500 Penalty: 2640.926270
	Iteration 18Q: 3 clusters Score -376393.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -376400.718750 Penalty: 2640.926270
	Iteration 19Q: 3 clusters Score -376400.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -376410.937500 Penalty: 2640.926270
	Iteration 20F: 3 clusters Score -376410.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -376422.875000 Penalty: 2640.926270
	Iteration 21Q: 3 clusters Score -376422.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -376434.031250 Penalty: 2640.926270
	Iteration 22Q: 3 clusters Score -376434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -376440.281250 Penalty: 2640.926270
	Iteration 23Q: 3 clusters Score -376440.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -376449.031250 Penalty: 2640.926270
	Iteration 24Q: 3 clusters Score -376449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -376454.468750 Penalty: 2640.926270
	Iteration 25Q: 3 clusters Score -376454.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -376458.375000 Penalty: 2640.926270
	Iteration 26Q: 3 clusters Score -376458.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -376459.906250 Penalty: 2640.926270
	Iteration 27Q: 3 clusters Score -376459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -376460.218750 Penalty: 2640.926270
	Iteration 28Q: 3 clusters Score -376460.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -376459.968750 Penalty: 2640.926270
	Iteration 29Q: 3 clusters Score -376460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -376460.968750 Penalty: 2640.926270
	Iteration 30Q: 3 clusters Score -376461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -376462.375000 Penalty: 2640.926270
	Iteration 31Q: 3 clusters Score -376462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -376465.500000 Penalty: 2640.926270
	Iteration 32Q: 3 clusters Score -376465.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -376466.968750 Penalty: 2640.926270
	Iteration 33Q: 3 clusters Score -376467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -376468.062500 Penalty: 2640.926270
	Iteration 34Q: 3 clusters Score -376468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -376469.406250 Penalty: 2640.926270
	Iteration 35Q: 3 clusters Score -376469.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -376472.250000 Penalty: 2640.926270
	Iteration 36Q: 3 clusters Score -376472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -376474.406250 Penalty: 2640.926270
	Iteration 37Q: 3 clusters Score -376474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -376475.656250 Penalty: 2640.926270
	Iteration 38Q: 3 clusters Score -376475.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -376476.625000 Penalty: 2640.926270
	Iteration 39Q: 3 clusters Score -376476.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -376478.468750 Penalty: 2640.926270
	Iteration 40F: 3 clusters Score -376478.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -376480.031250 Penalty: 2640.926270
	Iteration 41Q: 3 clusters Score -376480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -376481.937500 Penalty: 2640.926270
	Iteration 42Q: 3 clusters Score -376481.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -376485.000000 Penalty: 2640.926270
	Iteration 43Q: 3 clusters Score -376485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -376486.125000 Penalty: 2640.926270
	Iteration 44Q: 3 clusters Score -376486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -376486.312500 Penalty: 2640.926270
	Iteration 45Q: 3 clusters Score -376486.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -376490.718750 Penalty: 2640.926270
	Iteration 46Q: 3 clusters Score -376490.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -376497.968750 Penalty: 2640.926270
	Iteration 47Q: 3 clusters Score -376498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -376510.468750 Penalty: 2640.926270
	Iteration 48Q: 3 clusters Score -376510.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -376526.687500 Penalty: 2640.926270
	Iteration 49Q: 3 clusters Score -376526.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -376563.843750 Penalty: 2640.926270
	Iteration 50Q: 3 clusters Score -376563.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -376606.156250 Penalty: 2640.926270
	Iteration 51Q: 3 clusters Score -376606.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -376652.375000 Penalty: 2640.926270
	Iteration 52Q: 3 clusters Score -376652.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -376687.875000 Penalty: 2640.926270
	Iteration 53Q: 3 clusters Score -376687.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -376716.718750 Penalty: 2640.926270
	Iteration 54Q: 3 clusters Score -376716.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -376745.875000 Penalty: 2640.926270
	Iteration 55Q: 3 clusters Score -376745.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -376773.656250 Penalty: 2640.926270
	Iteration 56Q: 3 clusters Score -376773.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -376793.843750 Penalty: 2640.926270
	Iteration 57Q: 3 clusters Score -376793.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -376813.375000 Penalty: 2640.926270
	Iteration 58Q: 3 clusters Score -376813.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -376836.125000 Penalty: 2640.926270
	Iteration 59Q: 3 clusters Score -376836.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -376864.093750 Penalty: 2640.926270
	Iteration 60F: 3 clusters Score -376864.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -376891.875000 Penalty: 2640.926270
	Iteration 61Q: 3 clusters Score -376891.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -376906.687500 Penalty: 2640.926270
	Iteration 62Q: 3 clusters Score -376906.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -376922.375000 Penalty: 2640.926270
	Iteration 63Q: 3 clusters Score -376922.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -376933.312500 Penalty: 2640.926270
	Iteration 64Q: 3 clusters Score -376933.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -376944.125000 Penalty: 2640.926270
	Iteration 65Q: 3 clusters Score -376944.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -376948.968750 Penalty: 2640.926270
	Iteration 66Q: 3 clusters Score -376949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -376954.593750 Penalty: 2640.926270
	Iteration 67Q: 3 clusters Score -376954.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376958.906250 Penalty: 2640.926270
	Iteration 68Q: 3 clusters Score -376958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -376962.281250 Penalty: 2640.926270
	Iteration 69Q: 3 clusters Score -376962.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -376965.125000 Penalty: 2640.926270
	Iteration 70Q: 3 clusters Score -376965.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -376966.562500 Penalty: 2640.926270
	Iteration 71Q: 3 clusters Score -376966.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -376967.312500 Penalty: 2640.926270
	Iteration 72Q: 3 clusters Score -376967.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -376968.250000 Penalty: 2640.926270
	Iteration 73Q: 3 clusters Score -376968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -376968.875000 Penalty: 2640.926270
	Iteration 74Q: 3 clusters Score -376968.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376968.718750 Penalty: 2640.926270
	Iteration 75Q: 3 clusters Score -376968.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -376968.718750 Penalty: 2640.926270
	Iteration 76F: 3 clusters Score -376968.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Entering Unmasked Estep 
Score: -649019.625000 Penalty: 1408.274170
	Iteration 0F: 2 clusters Score -649019.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -644525.062500 Penalty: 2816.548340
	Iteration 0F: 3 clusters Score -644525.1 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -645782.437500 Penalty: 2816.548340
	Iteration 1F: 3 clusters Score -645782.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -645993.312500 Penalty: 2816.548340
	Iteration 2F: 3 clusters Score -645993.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -646183.625000 Penalty: 2816.548340
	Iteration 3F: 3 clusters Score -646183.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -646388.187500 Penalty: 2816.548340
	Iteration 4F: 3 clusters Score -646388.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -646600.875000 Penalty: 2816.548340
	Iteration 5F: 3 clusters Score -646600.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -646769.687500 Penalty: 2816.548340
	Iteration 6Q: 3 clusters Score -646769.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -646918.500000 Penalty: 2816.548340
	Iteration 7Q: 3 clusters Score -646918.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -647057.312500 Penalty: 2816.548340
	Iteration 8Q: 3 clusters Score -647057.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -647177.750000 Penalty: 2816.548340
	Iteration 9Q: 3 clusters Score -647177.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -647313.687500 Penalty: 2816.548340
	Iteration 10Q: 3 clusters Score -647313.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -647446.312500 Penalty: 2816.548340
	Iteration 11Q: 3 clusters Score -647446.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -647592.750000 Penalty: 2816.548340
	Iteration 12Q: 3 clusters Score -647592.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -647725.062500 Penalty: 2816.548340
	Iteration 13Q: 3 clusters Score -647725.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -647861.125000 Penalty: 2816.548340
	Iteration 14Q: 3 clusters Score -647861.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -647978.250000 Penalty: 2816.548340
	Iteration 15Q: 3 clusters Score -647978.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -648072.312500 Penalty: 2816.548340
	Iteration 16Q: 3 clusters Score -648072.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -648125.125000 Penalty: 2816.548340
	Iteration 17Q: 3 clusters Score -648125.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -648157.687500 Penalty: 2816.548340
	Iteration 18Q: 3 clusters Score -648157.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -648183.187500 Penalty: 2816.548340
	Iteration 19Q: 3 clusters Score -648183.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -648205.687500 Penalty: 2816.548340
	Iteration 20F: 3 clusters Score -648205.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -648217.625000 Penalty: 2816.548340
	Iteration 21Q: 3 clusters Score -648217.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -648234.625000 Penalty: 2816.548340
	Iteration 22Q: 3 clusters Score -648234.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -648253.875000 Penalty: 2816.548340
	Iteration 23Q: 3 clusters Score -648253.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -648267.687500 Penalty: 2816.548340
	Iteration 24Q: 3 clusters Score -648267.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -648279.750000 Penalty: 2816.548340
	Iteration 25Q: 3 clusters Score -648279.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -648289.500000 Penalty: 2816.548340
	Iteration 26Q: 3 clusters Score -648289.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -648297.062500 Penalty: 2816.548340
	Iteration 27Q: 3 clusters Score -648297.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -648308.687500 Penalty: 2816.548340
	Iteration 28Q: 3 clusters Score -648308.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -648321.625000 Penalty: 2816.548340
	Iteration 29Q: 3 clusters Score -648321.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -648339.062500 Penalty: 2816.548340
	Iteration 30Q: 3 clusters Score -648339.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -648361.625000 Penalty: 2816.548340
	Iteration 31Q: 3 clusters Score -648361.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -648384.000000 Penalty: 2816.548340
	Iteration 32Q: 3 clusters Score -648384 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -648411.375000 Penalty: 2816.548340
	Iteration 33Q: 3 clusters Score -648411.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -648436.437500 Penalty: 2816.548340
	Iteration 34Q: 3 clusters Score -648436.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -648459.625000 Penalty: 2816.548340
	Iteration 35Q: 3 clusters Score -648459.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -648481.437500 Penalty: 2816.548340
	Iteration 36Q: 3 clusters Score -648481.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -648499.875000 Penalty: 2816.548340
	Iteration 37Q: 3 clusters Score -648499.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -648513.875000 Penalty: 2816.548340
	Iteration 38Q: 3 clusters Score -648513.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -648519.187500 Penalty: 2816.548340
	Iteration 39Q: 3 clusters Score -648519.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -648533.750000 Penalty: 2816.548340
	Iteration 40F: 3 clusters Score -648533.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -648547.000000 Penalty: 2816.548340
	Iteration 41Q: 3 clusters Score -648547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -648559.187500 Penalty: 2816.548340
	Iteration 42Q: 3 clusters Score -648559.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -648567.500000 Penalty: 2816.548340
	Iteration 43Q: 3 clusters Score -648567.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -648575.625000 Penalty: 2816.548340
	Iteration 44Q: 3 clusters Score -648575.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -648581.375000 Penalty: 2816.548340
	Iteration 45Q: 3 clusters Score -648581.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -648584.000000 Penalty: 2816.548340
	Iteration 46Q: 3 clusters Score -648584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -648587.437500 Penalty: 2816.548340
	Iteration 47Q: 3 clusters Score -648587.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -648587.437500 Penalty: 2816.548340
	Iteration 48Q: 3 clusters Score -648587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -648588.187500 Penalty: 2816.548340
	Iteration 49Q: 3 clusters Score -648588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -648589.062500 Penalty: 2816.548340
	Iteration 50Q: 3 clusters Score -648589.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -648589.062500 Penalty: 2816.548340
	Iteration 51F: 3 clusters Score -648589.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -728630.375000 Penalty: 1427.799316
	Iteration 0F: 2 clusters Score -728630.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -723645.500000 Penalty: 2855.598633
	Iteration 0F: 3 clusters Score -723645.5 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -725207.375000 Penalty: 2855.598633
	Iteration 1F: 3 clusters Score -725207.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -725629.875000 Penalty: 2855.598633
	Iteration 2F: 3 clusters Score -725629.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -726142.125000 Penalty: 2855.598633
	Iteration 3F: 3 clusters Score -726142.1 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -726746.687500 Penalty: 2855.598633
	Iteration 4F: 3 clusters Score -726746.7 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -727262.750000 Penalty: 2855.598633
	Iteration 5F: 3 clusters Score -727262.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -727583.437500 Penalty: 2855.598633
	Iteration 6F: 3 clusters Score -727583.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -727783.812500 Penalty: 2855.598633
	Iteration 7Q: 3 clusters Score -727783.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -727918.437500 Penalty: 2855.598633
	Iteration 8Q: 3 clusters Score -727918.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -728001.500000 Penalty: 2855.598633
	Iteration 9Q: 3 clusters Score -728001.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -728062.187500 Penalty: 2855.598633
	Iteration 10Q: 3 clusters Score -728062.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -728109.687500 Penalty: 2855.598633
	Iteration 11Q: 3 clusters Score -728109.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -728157.875000 Penalty: 2855.598633
	Iteration 12Q: 3 clusters Score -728157.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -728207.875000 Penalty: 2855.598633
	Iteration 13Q: 3 clusters Score -728207.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -728251.750000 Penalty: 2855.598633
	Iteration 14Q: 3 clusters Score -728251.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -728311.875000 Penalty: 2855.598633
	Iteration 15Q: 3 clusters Score -728311.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -728362.937500 Penalty: 2855.598633
	Iteration 16Q: 3 clusters Score -728362.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -728389.500000 Penalty: 2855.598633
	Iteration 17Q: 3 clusters Score -728389.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -728408.812500 Penalty: 2855.598633
	Iteration 18Q: 3 clusters Score -728408.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -728426.875000 Penalty: 2855.598633
	Iteration 19Q: 3 clusters Score -728426.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -728446.500000 Penalty: 2855.598633
	Iteration 20F: 3 clusters Score -728446.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -728452.312500 Penalty: 2855.598633
	Iteration 21Q: 3 clusters Score -728452.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -728456.875000 Penalty: 2855.598633
	Iteration 22Q: 3 clusters Score -728456.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -728463.750000 Penalty: 2855.598633
	Iteration 23Q: 3 clusters Score -728463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -728468.312500 Penalty: 2855.598633
	Iteration 24Q: 3 clusters Score -728468.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -728470.437500 Penalty: 2855.598633
	Iteration 25Q: 3 clusters Score -728470.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -728474.500000 Penalty: 2855.598633
	Iteration 26Q: 3 clusters Score -728474.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -728480.312500 Penalty: 2855.598633
	Iteration 27Q: 3 clusters Score -728480.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -728483.187500 Penalty: 2855.598633
	Iteration 28Q: 3 clusters Score -728483.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -728487.875000 Penalty: 2855.598633
	Iteration 29Q: 3 clusters Score -728487.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -728491.562500 Penalty: 2855.598633
	Iteration 30Q: 3 clusters Score -728491.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -728497.125000 Penalty: 2855.598633
	Iteration 31Q: 3 clusters Score -728497.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -728499.125000 Penalty: 2855.598633
	Iteration 32Q: 3 clusters Score -728499.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -728501.937500 Penalty: 2855.598633
	Iteration 33Q: 3 clusters Score -728501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -728503.000000 Penalty: 2855.598633
	Iteration 34Q: 3 clusters Score -728503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -728507.312500 Penalty: 2855.598633
	Iteration 35Q: 3 clusters Score -728507.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -728508.187500 Penalty: 2855.598633
	Iteration 36Q: 3 clusters Score -728508.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -728511.125000 Penalty: 2855.598633
	Iteration 37Q: 3 clusters Score -728511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -728512.187500 Penalty: 2855.598633
	Iteration 38Q: 3 clusters Score -728512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -728514.125000 Penalty: 2855.598633
	Iteration 39Q: 3 clusters Score -728514.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -728515.937500 Penalty: 2855.598633
	Iteration 40F: 3 clusters Score -728515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -728517.250000 Penalty: 2855.598633
	Iteration 41Q: 3 clusters Score -728517.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -728517.687500 Penalty: 2855.598633
	Iteration 42Q: 3 clusters Score -728517.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -728518.375000 Penalty: 2855.598633
	Iteration 43Q: 3 clusters Score -728518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -728519.750000 Penalty: 2855.598633
	Iteration 44Q: 3 clusters Score -728519.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -728520.250000 Penalty: 2855.598633
	Iteration 45Q: 3 clusters Score -728520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -728520.937500 Penalty: 2855.598633
	Iteration 46Q: 3 clusters Score -728520.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -728522.375000 Penalty: 2855.598633
	Iteration 47Q: 3 clusters Score -728522.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -728522.500000 Penalty: 2855.598633
	Iteration 48Q: 3 clusters Score -728522.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -728522.500000 Penalty: 2855.598633
	Iteration 49F: 3 clusters Score -728522.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Entering Unmasked Estep 
Score: -2410747.250000 Penalty: 1616.446167
	Iteration 0F: 2 clusters Score -2410747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2396458.000000 Penalty: 3232.892334
	Iteration 0F: 3 clusters Score -2396458 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2401578.500000 Penalty: 3232.892334
	Iteration 1F: 3 clusters Score -2401578 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -2402016.250000 Penalty: 3232.892334
	Iteration 2Q: 3 clusters Score -2402016 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2402580.250000 Penalty: 3232.892334
	Iteration 3F: 3 clusters Score -2402580 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2403257.250000 Penalty: 3232.892334
	Iteration 4F: 3 clusters Score -2403257 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2404103.250000 Penalty: 3232.892334
	Iteration 5F: 3 clusters Score -2404103 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2405114.500000 Penalty: 3232.892334
	Iteration 6F: 3 clusters Score -2405114 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -2406186.000000 Penalty: 3232.892334
	Iteration 7F: 3 clusters Score -2406186 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2407332.750000 Penalty: 3232.892334
	Iteration 8F: 3 clusters Score -2407333 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2408290.500000 Penalty: 3232.892334
	Iteration 9Q: 3 clusters Score -2408290 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2408948.500000 Penalty: 3232.892334
	Iteration 10Q: 3 clusters Score -2408948 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2409335.250000 Penalty: 3232.892334
	Iteration 11Q: 3 clusters Score -2409335 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2409576.000000 Penalty: 3232.892334
	Iteration 12Q: 3 clusters Score -2409576 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2409719.250000 Penalty: 3232.892334
	Iteration 13Q: 3 clusters Score -2409719 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2409823.250000 Penalty: 3232.892334
	Iteration 14Q: 3 clusters Score -2409823 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2409873.250000 Penalty: 3232.892334
	Iteration 15Q: 3 clusters Score -2409873 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2409922.500000 Penalty: 3232.892334
	Iteration 16Q: 3 clusters Score -2409922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2409958.500000 Penalty: 3232.892334
	Iteration 17Q: 3 clusters Score -2409958 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -2409989.250000 Penalty: 3232.892334
	Iteration 18Q: 3 clusters Score -2409989 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2410007.500000 Penalty: 3232.892334
	Iteration 19Q: 3 clusters Score -2410008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2410014.500000 Penalty: 3232.892334
	Iteration 20F: 3 clusters Score -2410014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -2410022.250000 Penalty: 3232.892334
	Iteration 21Q: 3 clusters Score -2410022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2410025.000000 Penalty: 3232.892334
	Iteration 22Q: 3 clusters Score -2410025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2410038.500000 Penalty: 3232.892334
	Iteration 23Q: 3 clusters Score -2410038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2410034.500000 Penalty: 3232.892334
	Iteration 24Q: 3 clusters Score -2410034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -2410036.250000 Penalty: 3232.892334
	Iteration 25Q: 3 clusters Score -2410036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2410042.000000 Penalty: 3232.892334
	Iteration 26Q: 3 clusters Score -2410042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2410036.500000 Penalty: 3232.892334
	Iteration 27Q: 3 clusters Score -2410036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2410044.500000 Penalty: 3232.892334
	Iteration 28Q: 3 clusters Score -2410044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -2410040.500000 Penalty: 3232.892334
	Iteration 29Q: 3 clusters Score -2410040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2410044.250000 Penalty: 3232.892334
	Iteration 30Q: 3 clusters Score -2410044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -2410047.250000 Penalty: 3232.892334
	Iteration 31Q: 3 clusters Score -2410047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2410051.000000 Penalty: 3232.892334
	Iteration 32Q: 3 clusters Score -2410051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2410053.000000 Penalty: 3232.892334
	Iteration 33Q: 3 clusters Score -2410053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2410048.750000 Penalty: 3232.892334
	Iteration 34Q: 3 clusters Score -2410049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2410048.250000 Penalty: 3232.892334
	Iteration 35Q: 3 clusters Score -2410048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2410046.500000 Penalty: 3232.892334
	Iteration 36Q: 3 clusters Score -2410046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2410052.000000 Penalty: 3232.892334
	Iteration 37Q: 3 clusters Score -2410052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2410049.750000 Penalty: 3232.892334
	Iteration 38Q: 3 clusters Score -2410050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2410047.750000 Penalty: 3232.892334
	Iteration 39Q: 3 clusters Score -2410048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2410053.000000 Penalty: 3232.892334
	Iteration 40F: 3 clusters Score -2410053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2410053.750000 Penalty: 3232.892334
	Iteration 41Q: 3 clusters Score -2410054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2410057.750000 Penalty: 3232.892334
	Iteration 42Q: 3 clusters Score -2410058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2410054.750000 Penalty: 3232.892334
	Iteration 43Q: 3 clusters Score -2410055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2410058.750000 Penalty: 3232.892334
	Iteration 44Q: 3 clusters Score -2410059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2410054.750000 Penalty: 3232.892334
	Iteration 45Q: 3 clusters Score -2410055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2410055.500000 Penalty: 3232.892334
	Iteration 46Q: 3 clusters Score -2410056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2410056.750000 Penalty: 3232.892334
	Iteration 47Q: 3 clusters Score -2410057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2410056.750000 Penalty: 3232.892334
	Iteration 48F: 3 clusters Score -2410057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -107209.257812 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -107209.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105795.523438 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -105795.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106051.187500 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -106051.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -106134.382812 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -106134.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106173.789062 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -106173.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -106197.812500 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -106197.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106217.859375 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -106217.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -106226.851562 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -106226.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106236.867188 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -106236.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106245.773438 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -106245.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106255.507812 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -106255.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -106266.140625 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -106266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -106273.820312 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -106273.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -106280.179688 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -106280.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -106292.343750 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -106292.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -106303.914062 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -106303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -106314.710938 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -106314.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -106337.875000 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -106337.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -106374.226562 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -106374.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -106402.203125 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -106402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -106430.468750 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -106430.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106455.507812 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -106455.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -106471.070312 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -106471.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106493.429688 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -106493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106512.851562 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -106512.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -106527.476562 Penalty: 2237.458252
	Iteration 24Q: 3 clusters Score -106527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -106531.054688 Penalty: 2237.458252
	Iteration 25Q: 3 clusters Score -106531.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -106537.648438 Penalty: 2237.458252
	Iteration 26Q: 3 clusters Score -106537.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -106546.250000 Penalty: 2237.458252
	Iteration 27Q: 3 clusters Score -106546.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -106553.953125 Penalty: 2237.458252
	Iteration 28Q: 3 clusters Score -106554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -106561.843750 Penalty: 2237.458252
	Iteration 29Q: 3 clusters Score -106561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -106571.546875 Penalty: 2237.458252
	Iteration 30Q: 3 clusters Score -106571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -106575.765625 Penalty: 2237.458252
	Iteration 31Q: 3 clusters Score -106575.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -106579.828125 Penalty: 2237.458252
	Iteration 32Q: 3 clusters Score -106579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -106585.968750 Penalty: 2237.458252
	Iteration 33Q: 3 clusters Score -106586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -106592.906250 Penalty: 2237.458252
	Iteration 34Q: 3 clusters Score -106592.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -106609.601562 Penalty: 2237.458252
	Iteration 35Q: 3 clusters Score -106609.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -106634.007812 Penalty: 2237.458252
	Iteration 36Q: 3 clusters Score -106634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -106653.742188 Penalty: 2237.458252
	Iteration 37Q: 3 clusters Score -106653.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -106676.507812 Penalty: 2237.458252
	Iteration 38Q: 3 clusters Score -106676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -106683.570312 Penalty: 2237.458252
	Iteration 39Q: 3 clusters Score -106683.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -106692.554688 Penalty: 2237.458252
	Iteration 40F: 3 clusters Score -106692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -106698.640625 Penalty: 2237.458252
	Iteration 41Q: 3 clusters Score -106698.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -106700.867188 Penalty: 2237.458252
	Iteration 42Q: 3 clusters Score -106700.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106701.726562 Penalty: 2237.458252
	Iteration 43Q: 3 clusters Score -106701.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -106701.726562 Penalty: 2237.458252
	Iteration 44F: 3 clusters Score -106701.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -170018.156250 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -170018.2 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 772 members 
Entering Unmasked Estep 
Score: -168202.734375 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -168202.7 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168613.906250 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -168613.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -168752.171875 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -168752.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168843.250000 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -168843.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -168924.968750 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -168925 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -168996.000000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -168996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -169089.437500 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -169089.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -169171.328125 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -169171.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -169252.109375 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -169252.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -169338.843750 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -169338.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -169411.218750 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -169411.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -169457.156250 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -169457.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -169499.859375 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -169499.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -169524.187500 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -169524.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -169534.953125 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -169535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -169537.937500 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -169537.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -169542.046875 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -169542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -169543.843750 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -169543.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -169545.625000 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -169545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -169547.750000 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -169547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -169548.859375 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -169548.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -169550.468750 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -169550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -169551.125000 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -169551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -169551.125000 Penalty: 2388.081787
	Iteration 23F: 3 clusters Score -169551.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -544800.562500 Penalty: 1377.308716
	Iteration 0F: 2 clusters Score -544800.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -540912.312500 Penalty: 2754.617432
	Iteration 0F: 3 clusters Score -540912.3 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -541958.437500 Penalty: 2754.617432
	Iteration 1F: 3 clusters Score -541958.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -542115.375000 Penalty: 2754.617432
	Iteration 2F: 3 clusters Score -542115.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -542236.250000 Penalty: 2754.617432
	Iteration 3F: 3 clusters Score -542236.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -542353.625000 Penalty: 2754.617432
	Iteration 4Q: 3 clusters Score -542353.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -542466.312500 Penalty: 2754.617432
	Iteration 5Q: 3 clusters Score -542466.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -542566.187500 Penalty: 2754.617432
	Iteration 6Q: 3 clusters Score -542566.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -542668.062500 Penalty: 2754.617432
	Iteration 7Q: 3 clusters Score -542668.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -542782.250000 Penalty: 2754.617432
	Iteration 8Q: 3 clusters Score -542782.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -542887.812500 Penalty: 2754.617432
	Iteration 9Q: 3 clusters Score -542887.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -543000.125000 Penalty: 2754.617432
	Iteration 10Q: 3 clusters Score -543000.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -543099.000000 Penalty: 2754.617432
	Iteration 11Q: 3 clusters Score -543099 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -543197.687500 Penalty: 2754.617432
	Iteration 12Q: 3 clusters Score -543197.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -543277.125000 Penalty: 2754.617432
	Iteration 13Q: 3 clusters Score -543277.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -543327.062500 Penalty: 2754.617432
	Iteration 14Q: 3 clusters Score -543327.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -543373.312500 Penalty: 2754.617432
	Iteration 15Q: 3 clusters Score -543373.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -543412.437500 Penalty: 2754.617432
	Iteration 16Q: 3 clusters Score -543412.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -543444.562500 Penalty: 2754.617432
	Iteration 17Q: 3 clusters Score -543444.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -543460.812500 Penalty: 2754.617432
	Iteration 18Q: 3 clusters Score -543460.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -543472.062500 Penalty: 2754.617432
	Iteration 19Q: 3 clusters Score -543472.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -543482.125000 Penalty: 2754.617432
	Iteration 20F: 3 clusters Score -543482.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -543490.500000 Penalty: 2754.617432
	Iteration 21Q: 3 clusters Score -543490.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -543502.312500 Penalty: 2754.617432
	Iteration 22Q: 3 clusters Score -543502.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -543514.312500 Penalty: 2754.617432
	Iteration 23Q: 3 clusters Score -543514.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -543519.687500 Penalty: 2754.617432
	Iteration 24Q: 3 clusters Score -543519.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -543528.250000 Penalty: 2754.617432
	Iteration 25Q: 3 clusters Score -543528.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -543538.625000 Penalty: 2754.617432
	Iteration 26Q: 3 clusters Score -543538.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -543544.687500 Penalty: 2754.617432
	Iteration 27Q: 3 clusters Score -543544.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -543551.687500 Penalty: 2754.617432
	Iteration 28Q: 3 clusters Score -543551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -543555.562500 Penalty: 2754.617432
	Iteration 29Q: 3 clusters Score -543555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -543559.625000 Penalty: 2754.617432
	Iteration 30Q: 3 clusters Score -543559.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -543565.375000 Penalty: 2754.617432
	Iteration 31Q: 3 clusters Score -543565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -543571.187500 Penalty: 2754.617432
	Iteration 32Q: 3 clusters Score -543571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -543575.750000 Penalty: 2754.617432
	Iteration 33Q: 3 clusters Score -543575.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -543580.750000 Penalty: 2754.617432
	Iteration 34Q: 3 clusters Score -543580.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -543583.250000 Penalty: 2754.617432
	Iteration 35Q: 3 clusters Score -543583.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -543585.312500 Penalty: 2754.617432
	Iteration 36Q: 3 clusters Score -543585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -543587.750000 Penalty: 2754.617432
	Iteration 37Q: 3 clusters Score -543587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -543589.562500 Penalty: 2754.617432
	Iteration 38Q: 3 clusters Score -543589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -543591.562500 Penalty: 2754.617432
	Iteration 39Q: 3 clusters Score -543591.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -543594.062500 Penalty: 2754.617432
	Iteration 40F: 3 clusters Score -543594.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -543595.250000 Penalty: 2754.617432
	Iteration 41Q: 3 clusters Score -543595.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -543597.125000 Penalty: 2754.617432
	Iteration 42Q: 3 clusters Score -543597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -543597.250000 Penalty: 2754.617432
	Iteration 43Q: 3 clusters Score -543597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -543597.250000 Penalty: 2754.617432
	Iteration 44F: 3 clusters Score -543597.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Entering Unmasked Estep 
Score: -232615.437500 Penalty: 1235.552368
	Iteration 0F: 2 clusters Score -232615.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -230533.031250 Penalty: 2471.104736
	Iteration 0F: 3 clusters Score -230533 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -230941.921875 Penalty: 2471.104736
	Iteration 1F: 3 clusters Score -230941.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -231027.687500 Penalty: 2471.104736
	Iteration 2F: 3 clusters Score -231027.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231071.828125 Penalty: 2471.104736
	Iteration 3Q: 3 clusters Score -231071.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231100.609375 Penalty: 2471.104736
	Iteration 4Q: 3 clusters Score -231100.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -231123.046875 Penalty: 2471.104736
	Iteration 5Q: 3 clusters Score -231123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231138.703125 Penalty: 2471.104736
	Iteration 6Q: 3 clusters Score -231138.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231152.531250 Penalty: 2471.104736
	Iteration 7Q: 3 clusters Score -231152.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -231165.578125 Penalty: 2471.104736
	Iteration 8Q: 3 clusters Score -231165.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231180.828125 Penalty: 2471.104736
	Iteration 9Q: 3 clusters Score -231180.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -231188.953125 Penalty: 2471.104736
	Iteration 10Q: 3 clusters Score -231189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -231195.203125 Penalty: 2471.104736
	Iteration 11Q: 3 clusters Score -231195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -231199.937500 Penalty: 2471.104736
	Iteration 12Q: 3 clusters Score -231199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -231205.296875 Penalty: 2471.104736
	Iteration 13Q: 3 clusters Score -231205.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -231211.281250 Penalty: 2471.104736
	Iteration 14Q: 3 clusters Score -231211.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -231214.296875 Penalty: 2471.104736
	Iteration 15Q: 3 clusters Score -231214.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -231216.000000 Penalty: 2471.104736
	Iteration 16Q: 3 clusters Score -231216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231218.937500 Penalty: 2471.104736
	Iteration 17Q: 3 clusters Score -231218.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231221.468750 Penalty: 2471.104736
	Iteration 18Q: 3 clusters Score -231221.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231221.468750 Penalty: 2471.104736
	Iteration 19F: 3 clusters Score -231221.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Entering Unmasked Estep 
Score: -558419.125000 Penalty: 1395.735596
	Iteration 0F: 2 clusters Score -558419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -554194.625000 Penalty: 2791.471191
	Iteration 0F: 3 clusters Score -554194.6 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -555625.937500 Penalty: 2791.471191
	Iteration 1F: 3 clusters Score -555625.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -556125.250000 Penalty: 2791.471191
	Iteration 2F: 3 clusters Score -556125.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -556601.750000 Penalty: 2791.471191
	Iteration 3F: 3 clusters Score -556601.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -556973.625000 Penalty: 2791.471191
	Iteration 4F: 3 clusters Score -556973.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -557196.000000 Penalty: 2791.471191
	Iteration 5F: 3 clusters Score -557196 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -557323.812500 Penalty: 2791.471191
	Iteration 6Q: 3 clusters Score -557323.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -557393.437500 Penalty: 2791.471191
	Iteration 7Q: 3 clusters Score -557393.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -557442.250000 Penalty: 2791.471191
	Iteration 8Q: 3 clusters Score -557442.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -557474.375000 Penalty: 2791.471191
	Iteration 9Q: 3 clusters Score -557474.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -557490.000000 Penalty: 2791.471191
	Iteration 10Q: 3 clusters Score -557490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -557501.687500 Penalty: 2791.471191
	Iteration 11Q: 3 clusters Score -557501.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -557509.062500 Penalty: 2791.471191
	Iteration 12Q: 3 clusters Score -557509.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -557519.562500 Penalty: 2791.471191
	Iteration 13Q: 3 clusters Score -557519.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -557527.500000 Penalty: 2791.471191
	Iteration 14Q: 3 clusters Score -557527.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -557535.687500 Penalty: 2791.471191
	Iteration 15Q: 3 clusters Score -557535.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -557542.125000 Penalty: 2791.471191
	Iteration 16Q: 3 clusters Score -557542.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -557550.000000 Penalty: 2791.471191
	Iteration 17Q: 3 clusters Score -557550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -557555.875000 Penalty: 2791.471191
	Iteration 18Q: 3 clusters Score -557555.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -557559.687500 Penalty: 2791.471191
	Iteration 19Q: 3 clusters Score -557559.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -557564.875000 Penalty: 2791.471191
	Iteration 20F: 3 clusters Score -557564.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -557568.000000 Penalty: 2791.471191
	Iteration 21Q: 3 clusters Score -557568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -557573.437500 Penalty: 2791.471191
	Iteration 22Q: 3 clusters Score -557573.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -557579.375000 Penalty: 2791.471191
	Iteration 23Q: 3 clusters Score -557579.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -557582.437500 Penalty: 2791.471191
	Iteration 24Q: 3 clusters Score -557582.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -557583.875000 Penalty: 2791.471191
	Iteration 25Q: 3 clusters Score -557583.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -557586.625000 Penalty: 2791.471191
	Iteration 26Q: 3 clusters Score -557586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -557590.562500 Penalty: 2791.471191
	Iteration 27Q: 3 clusters Score -557590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -557594.000000 Penalty: 2791.471191
	Iteration 28Q: 3 clusters Score -557594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -557596.875000 Penalty: 2791.471191
	Iteration 29Q: 3 clusters Score -557596.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -557600.625000 Penalty: 2791.471191
	Iteration 30Q: 3 clusters Score -557600.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -557602.687500 Penalty: 2791.471191
	Iteration 31Q: 3 clusters Score -557602.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -557605.500000 Penalty: 2791.471191
	Iteration 32Q: 3 clusters Score -557605.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -557607.437500 Penalty: 2791.471191
	Iteration 33Q: 3 clusters Score -557607.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -557610.062500 Penalty: 2791.471191
	Iteration 34Q: 3 clusters Score -557610.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -557611.437500 Penalty: 2791.471191
	Iteration 35Q: 3 clusters Score -557611.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -557614.312500 Penalty: 2791.471191
	Iteration 36Q: 3 clusters Score -557614.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -557615.875000 Penalty: 2791.471191
	Iteration 37Q: 3 clusters Score -557615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -557618.312500 Penalty: 2791.471191
	Iteration 38Q: 3 clusters Score -557618.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -557620.625000 Penalty: 2791.471191
	Iteration 39Q: 3 clusters Score -557620.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -557623.812500 Penalty: 2791.471191
	Iteration 40F: 3 clusters Score -557623.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -557627.750000 Penalty: 2791.471191
	Iteration 41Q: 3 clusters Score -557627.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -557632.562500 Penalty: 2791.471191
	Iteration 42Q: 3 clusters Score -557632.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -557636.250000 Penalty: 2791.471191
	Iteration 43Q: 3 clusters Score -557636.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -557640.312500 Penalty: 2791.471191
	Iteration 44Q: 3 clusters Score -557640.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -557645.562500 Penalty: 2791.471191
	Iteration 45Q: 3 clusters Score -557645.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -557648.187500 Penalty: 2791.471191
	Iteration 46Q: 3 clusters Score -557648.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -557652.375000 Penalty: 2791.471191
	Iteration 47Q: 3 clusters Score -557652.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -557656.187500 Penalty: 2791.471191
	Iteration 48Q: 3 clusters Score -557656.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -557658.625000 Penalty: 2791.471191
	Iteration 49Q: 3 clusters Score -557658.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -557660.250000 Penalty: 2791.471191
	Iteration 50Q: 3 clusters Score -557660.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -557665.125000 Penalty: 2791.471191
	Iteration 51Q: 3 clusters Score -557665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -557668.812500 Penalty: 2791.471191
	Iteration 52Q: 3 clusters Score -557668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -557675.937500 Penalty: 2791.471191
	Iteration 53Q: 3 clusters Score -557675.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -557679.625000 Penalty: 2791.471191
	Iteration 54Q: 3 clusters Score -557679.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -557683.687500 Penalty: 2791.471191
	Iteration 55Q: 3 clusters Score -557683.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -557685.250000 Penalty: 2791.471191
	Iteration 56Q: 3 clusters Score -557685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -557686.500000 Penalty: 2791.471191
	Iteration 57Q: 3 clusters Score -557686.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -557687.062500 Penalty: 2791.471191
	Iteration 58Q: 3 clusters Score -557687.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -557687.000000 Penalty: 2791.471191
	Iteration 59Q: 3 clusters Score -557687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -557687.937500 Penalty: 2791.471191
	Iteration 60F: 3 clusters Score -557687.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -557687.625000 Penalty: 2791.471191
	Iteration 61Q: 3 clusters Score -557687.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -557687.625000 Penalty: 2791.471191
	Iteration 62F: 3 clusters Score -557687.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Entering Unmasked Estep 
Score: -43485.585938 Penalty: 940.370789
	Iteration 0F: 2 clusters Score -43485.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -42776.289062 Penalty: 1880.741577
	Iteration 0F: 3 clusters Score -42776.29 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43057.226562 Penalty: 1880.741577
	Iteration 1F: 3 clusters Score -43057.23 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43304.207031 Penalty: 1880.741577
	Iteration 2F: 3 clusters Score -43304.21 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -43461.027344 Penalty: 1880.741577
	Iteration 3F: 3 clusters Score -43461.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -43523.089844 Penalty: 1880.741577
	Iteration 4Q: 3 clusters Score -43523.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43528.257812 Penalty: 1880.741577
	Iteration 5Q: 3 clusters Score -43528.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -43528.257812 Penalty: 1880.741577
	Iteration 6F: 3 clusters Score -43528.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 63 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 544 members 
Mstep: Class 42 contains 86674 members 
Mstep: Class 43 contains 8674 members 
Mstep: Class 44 contains 263 members 
Entering Unmasked Estep 
Score: -40146316.000000 Penalty: 91508.632812
Splitting cluster 33 changes total score from -40135164.000000 to -40146316.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 34 (13312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Entering Unmasked Estep 
Score: -1535302.000000 Penalty: 1543.168335
	Iteration 0F: 2 clusters Score -1535302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1525942.750000 Penalty: 3086.336670
	Iteration 0F: 3 clusters Score -1525943 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1529245.250000 Penalty: 3086.336670
	Iteration 1F: 3 clusters Score -1529245 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1529615.750000 Penalty: 3086.336670
	Iteration 2F: 3 clusters Score -1529616 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1530068.875000 Penalty: 3086.336670
	Iteration 3F: 3 clusters Score -1530069 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1530674.375000 Penalty: 3086.336670
	Iteration 4F: 3 clusters Score -1530674 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1531344.375000 Penalty: 3086.336670
	Iteration 5F: 3 clusters Score -1531344 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1531999.500000 Penalty: 3086.336670
	Iteration 6F: 3 clusters Score -1532000 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1532619.125000 Penalty: 3086.336670
	Iteration 7F: 3 clusters Score -1532619 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1533125.750000 Penalty: 3086.336670
	Iteration 8F: 3 clusters Score -1533126 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1533497.875000 Penalty: 3086.336670
	Iteration 9Q: 3 clusters Score -1533498 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1533743.750000 Penalty: 3086.336670
	Iteration 10Q: 3 clusters Score -1533744 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -1533889.625000 Penalty: 3086.336670
	Iteration 11Q: 3 clusters Score -1533890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1533977.875000 Penalty: 3086.336670
	Iteration 12Q: 3 clusters Score -1533978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1534051.375000 Penalty: 3086.336670
	Iteration 13Q: 3 clusters Score -1534051 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -1534097.625000 Penalty: 3086.336670
	Iteration 14Q: 3 clusters Score -1534098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1534126.375000 Penalty: 3086.336670
	Iteration 15Q: 3 clusters Score -1534126 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1534146.000000 Penalty: 3086.336670
	Iteration 16Q: 3 clusters Score -1534146 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1534156.875000 Penalty: 3086.336670
	Iteration 17Q: 3 clusters Score -1534157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -1534164.375000 Penalty: 3086.336670
	Iteration 18Q: 3 clusters Score -1534164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1534169.250000 Penalty: 3086.336670
	Iteration 19Q: 3 clusters Score -1534169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1534173.625000 Penalty: 3086.336670
	Iteration 20F: 3 clusters Score -1534174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1534180.125000 Penalty: 3086.336670
	Iteration 21Q: 3 clusters Score -1534180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1534181.250000 Penalty: 3086.336670
	Iteration 22Q: 3 clusters Score -1534181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1534184.500000 Penalty: 3086.336670
	Iteration 23Q: 3 clusters Score -1534184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1534188.000000 Penalty: 3086.336670
	Iteration 24Q: 3 clusters Score -1534188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1534192.625000 Penalty: 3086.336670
	Iteration 25Q: 3 clusters Score -1534193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1534195.500000 Penalty: 3086.336670
	Iteration 26Q: 3 clusters Score -1534196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1534199.000000 Penalty: 3086.336670
	Iteration 27Q: 3 clusters Score -1534199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1534198.500000 Penalty: 3086.336670
	Iteration 28Q: 3 clusters Score -1534198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1534203.625000 Penalty: 3086.336670
	Iteration 29Q: 3 clusters Score -1534204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1534204.375000 Penalty: 3086.336670
	Iteration 30Q: 3 clusters Score -1534204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1534204.000000 Penalty: 3086.336670
	Iteration 31Q: 3 clusters Score -1534204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1534204.000000 Penalty: 3086.336670
	Iteration 32F: 3 clusters Score -1534204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Entering Unmasked Estep 
Score: -227683.781250 Penalty: 1235.795410
	Iteration 0F: 2 clusters Score -227683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -225543.828125 Penalty: 2471.590820
	Iteration 0F: 3 clusters Score -225543.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226006.171875 Penalty: 2471.590820
	Iteration 1F: 3 clusters Score -226006.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -226101.343750 Penalty: 2471.590820
	Iteration 2F: 3 clusters Score -226101.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -226155.546875 Penalty: 2471.590820
	Iteration 3Q: 3 clusters Score -226155.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -226196.171875 Penalty: 2471.590820
	Iteration 4Q: 3 clusters Score -226196.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -226246.296875 Penalty: 2471.590820
	Iteration 5Q: 3 clusters Score -226246.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -226280.031250 Penalty: 2471.590820
	Iteration 6Q: 3 clusters Score -226280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -226301.859375 Penalty: 2471.590820
	Iteration 7Q: 3 clusters Score -226301.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -226313.859375 Penalty: 2471.590820
	Iteration 8Q: 3 clusters Score -226313.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -226323.062500 Penalty: 2471.590820
	Iteration 9Q: 3 clusters Score -226323.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -226330.406250 Penalty: 2471.590820
	Iteration 10Q: 3 clusters Score -226330.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -226337.765625 Penalty: 2471.590820
	Iteration 11Q: 3 clusters Score -226337.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -226340.609375 Penalty: 2471.590820
	Iteration 12Q: 3 clusters Score -226340.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -226342.312500 Penalty: 2471.590820
	Iteration 13Q: 3 clusters Score -226342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -226342.312500 Penalty: 2471.590820
	Iteration 14F: 3 clusters Score -226342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Entering Unmasked Estep 
Score: -614670.625000 Penalty: 1397.300659
	Iteration 0F: 2 clusters Score -614670.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -610414.812500 Penalty: 2794.601318
	Iteration 0F: 3 clusters Score -610414.8 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -611702.187500 Penalty: 2794.601318
	Iteration 1F: 3 clusters Score -611702.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -611923.937500 Penalty: 2794.601318
	Iteration 2F: 3 clusters Score -611923.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -612105.312500 Penalty: 2794.601318
	Iteration 3F: 3 clusters Score -612105.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -612253.937500 Penalty: 2794.601318
	Iteration 4Q: 3 clusters Score -612253.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -612389.312500 Penalty: 2794.601318
	Iteration 5Q: 3 clusters Score -612389.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -612559.687500 Penalty: 2794.601318
	Iteration 6Q: 3 clusters Score -612559.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -612760.500000 Penalty: 2794.601318
	Iteration 7Q: 3 clusters Score -612760.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -613035.125000 Penalty: 2794.601318
	Iteration 8F: 3 clusters Score -613035.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -613325.437500 Penalty: 2794.601318
	Iteration 9F: 3 clusters Score -613325.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -613575.437500 Penalty: 2794.601318
	Iteration 10Q: 3 clusters Score -613575.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -613758.562500 Penalty: 2794.601318
	Iteration 11Q: 3 clusters Score -613758.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -613868.062500 Penalty: 2794.601318
	Iteration 12Q: 3 clusters Score -613868.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -613950.437500 Penalty: 2794.601318
	Iteration 13Q: 3 clusters Score -613950.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -614028.625000 Penalty: 2794.601318
	Iteration 14Q: 3 clusters Score -614028.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -614122.062500 Penalty: 2794.601318
	Iteration 15Q: 3 clusters Score -614122.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -614219.250000 Penalty: 2794.601318
	Iteration 16Q: 3 clusters Score -614219.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -614309.812500 Penalty: 2794.601318
	Iteration 17Q: 3 clusters Score -614309.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -614392.437500 Penalty: 2794.601318
	Iteration 18Q: 3 clusters Score -614392.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -614472.375000 Penalty: 2794.601318
	Iteration 19Q: 3 clusters Score -614472.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -614529.250000 Penalty: 2794.601318
	Iteration 20F: 3 clusters Score -614529.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -614562.750000 Penalty: 2794.601318
	Iteration 21Q: 3 clusters Score -614562.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -614571.812500 Penalty: 2794.601318
	Iteration 22Q: 3 clusters Score -614571.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -614575.750000 Penalty: 2794.601318
	Iteration 23Q: 3 clusters Score -614575.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -614577.750000 Penalty: 2794.601318
	Iteration 24Q: 3 clusters Score -614577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -614577.875000 Penalty: 2794.601318
	Iteration 25Q: 3 clusters Score -614577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -614579.000000 Penalty: 2794.601318
	Iteration 26Q: 3 clusters Score -614579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -614580.375000 Penalty: 2794.601318
	Iteration 27Q: 3 clusters Score -614580.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -614580.625000 Penalty: 2794.601318
	Iteration 28Q: 3 clusters Score -614580.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -614580.625000 Penalty: 2794.601318
	Iteration 29F: 3 clusters Score -614580.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -296180.875000 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -296180.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -293715.093750 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -293715.1 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -294252.250000 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -294252.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -294357.812500 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -294357.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -294420.500000 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -294420.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -294451.875000 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -294451.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -294475.375000 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -294475.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -294486.312500 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -294486.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -294499.187500 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -294499.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -294509.875000 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -294509.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -294516.031250 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -294516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -294519.593750 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -294519.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -294522.593750 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -294522.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -294526.875000 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -294526.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -294534.437500 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -294534.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -294544.281250 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -294544.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -294550.031250 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -294550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -294558.656250 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -294558.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -294567.250000 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -294567.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -294579.718750 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -294579.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -294588.531250 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -294588.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -294595.625000 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -294595.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -294604.843750 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -294604.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -294613.781250 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -294613.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -294619.781250 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -294619.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -294627.562500 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -294627.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -294633.250000 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -294633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -294637.937500 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -294637.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -294643.218750 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -294643.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -294648.281250 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -294648.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -294651.875000 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -294651.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -294655.125000 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -294655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -294660.468750 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -294660.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -294667.343750 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -294667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -294672.281250 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -294672.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -294681.875000 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -294681.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -294692.156250 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -294692.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -294699.937500 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -294699.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -294708.656250 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -294708.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -294718.781250 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -294718.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -294731.437500 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -294731.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -294752.968750 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -294753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -294775.218750 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -294775.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -294796.500000 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -294796.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -294819.875000 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -294819.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -294836.750000 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -294836.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -294849.312500 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -294849.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -294865.093750 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -294865.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -294880.781250 Penalty: 2552.800049
	Iteration 47Q: 3 clusters Score -294880.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -294896.000000 Penalty: 2552.800049
	Iteration 48Q: 3 clusters Score -294896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -294907.343750 Penalty: 2552.800049
	Iteration 49Q: 3 clusters Score -294907.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -294919.718750 Penalty: 2552.800049
	Iteration 50Q: 3 clusters Score -294919.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -294929.281250 Penalty: 2552.800049
	Iteration 51Q: 3 clusters Score -294929.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -294941.468750 Penalty: 2552.800049
	Iteration 52Q: 3 clusters Score -294941.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -294959.093750 Penalty: 2552.800049
	Iteration 53Q: 3 clusters Score -294959.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -294977.812500 Penalty: 2552.800049
	Iteration 54Q: 3 clusters Score -294977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -294989.312500 Penalty: 2552.800049
	Iteration 55Q: 3 clusters Score -294989.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -294993.437500 Penalty: 2552.800049
	Iteration 56Q: 3 clusters Score -294993.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -294996.500000 Penalty: 2552.800049
	Iteration 57Q: 3 clusters Score -294996.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -294999.437500 Penalty: 2552.800049
	Iteration 58Q: 3 clusters Score -294999.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -295000.875000 Penalty: 2552.800049
	Iteration 59Q: 3 clusters Score -295000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -295000.875000 Penalty: 2552.800049
	Iteration 60F: 3 clusters Score -295000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Entering Unmasked Estep 
Score: -5173488.500000 Penalty: 1738.827515
	Iteration 0F: 2 clusters Score -5173488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -5144033.500000 Penalty: 3477.655029
	Iteration 0F: 3 clusters Score -5144034 nChanged 20768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -5155801.000000 Penalty: 3477.655029
	Iteration 1F: 3 clusters Score -5155801 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -5156711.000000 Penalty: 3477.655029
	Iteration 2Q: 3 clusters Score -5156711 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 27019 members 
Entering Unmasked Estep 
Score: -5158092.500000 Penalty: 3477.655029
	Iteration 3F: 3 clusters Score -5158092 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -5160117.500000 Penalty: 3477.655029
	Iteration 4F: 3 clusters Score -5160118 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -5162570.500000 Penalty: 3477.655029
	Iteration 5F: 3 clusters Score -5162570 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -5165076.500000 Penalty: 3477.655029
	Iteration 6F: 3 clusters Score -5165076 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -5167224.000000 Penalty: 3477.655029
	Iteration 7F: 3 clusters Score -5167224 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -5168850.000000 Penalty: 3477.655029
	Iteration 8Q: 3 clusters Score -5168850 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 40869 members 
Entering Unmasked Estep 
Score: -5169946.500000 Penalty: 3477.655029
	Iteration 9Q: 3 clusters Score -5169946 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -5170689.500000 Penalty: 3477.655029
	Iteration 10Q: 3 clusters Score -5170690 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -5171172.500000 Penalty: 3477.655029
	Iteration 11Q: 3 clusters Score -5171172 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 43124 members 
Entering Unmasked Estep 
Score: -5171460.000000 Penalty: 3477.655029
	Iteration 12Q: 3 clusters Score -5171460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5171625.500000 Penalty: 3477.655029
	Iteration 13Q: 3 clusters Score -5171626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -5171715.000000 Penalty: 3477.655029
	Iteration 14Q: 3 clusters Score -5171715 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -5171825.500000 Penalty: 3477.655029
	Iteration 15Q: 3 clusters Score -5171826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -5171868.000000 Penalty: 3477.655029
	Iteration 16Q: 3 clusters Score -5171868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -5171911.500000 Penalty: 3477.655029
	Iteration 17Q: 3 clusters Score -5171912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -5171944.000000 Penalty: 3477.655029
	Iteration 18Q: 3 clusters Score -5171944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -5171978.000000 Penalty: 3477.655029
	Iteration 19Q: 3 clusters Score -5171978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -5172007.000000 Penalty: 3477.655029
	Iteration 20F: 3 clusters Score -5172007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -5172014.000000 Penalty: 3477.655029
	Iteration 21Q: 3 clusters Score -5172014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -5172037.000000 Penalty: 3477.655029
	Iteration 22Q: 3 clusters Score -5172037 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -5172050.500000 Penalty: 3477.655029
	Iteration 23Q: 3 clusters Score -5172050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -5172059.000000 Penalty: 3477.655029
	Iteration 24Q: 3 clusters Score -5172059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5172072.000000 Penalty: 3477.655029
	Iteration 25Q: 3 clusters Score -5172072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -5172077.000000 Penalty: 3477.655029
	Iteration 26Q: 3 clusters Score -5172077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -5172075.000000 Penalty: 3477.655029
	Iteration 27Q: 3 clusters Score -5172075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5172078.000000 Penalty: 3477.655029
	Iteration 28Q: 3 clusters Score -5172078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -5172078.000000 Penalty: 3477.655029
	Iteration 29F: 3 clusters Score -5172078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Entering Unmasked Estep 
Score: -887236.062500 Penalty: 1457.860474
	Iteration 0F: 2 clusters Score -887236.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -881445.250000 Penalty: 2915.720947
	Iteration 0F: 3 clusters Score -881445.2 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -883378.437500 Penalty: 2915.720947
	Iteration 1F: 3 clusters Score -883378.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -883699.312500 Penalty: 2915.720947
	Iteration 2F: 3 clusters Score -883699.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -884044.312500 Penalty: 2915.720947
	Iteration 3F: 3 clusters Score -884044.3 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -884467.875000 Penalty: 2915.720947
	Iteration 4F: 3 clusters Score -884467.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -884910.937500 Penalty: 2915.720947
	Iteration 5F: 3 clusters Score -884910.9 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -885275.250000 Penalty: 2915.720947
	Iteration 6F: 3 clusters Score -885275.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -885529.937500 Penalty: 2915.720947
	Iteration 7Q: 3 clusters Score -885529.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -885724.687500 Penalty: 2915.720947
	Iteration 8Q: 3 clusters Score -885724.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -885878.062500 Penalty: 2915.720947
	Iteration 9Q: 3 clusters Score -885878.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -885981.562500 Penalty: 2915.720947
	Iteration 10Q: 3 clusters Score -885981.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -886049.312500 Penalty: 2915.720947
	Iteration 11Q: 3 clusters Score -886049.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -886089.875000 Penalty: 2915.720947
	Iteration 12Q: 3 clusters Score -886089.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -886127.625000 Penalty: 2915.720947
	Iteration 13Q: 3 clusters Score -886127.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -886165.375000 Penalty: 2915.720947
	Iteration 14Q: 3 clusters Score -886165.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -886205.937500 Penalty: 2915.720947
	Iteration 15Q: 3 clusters Score -886205.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -886239.625000 Penalty: 2915.720947
	Iteration 16Q: 3 clusters Score -886239.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -886265.250000 Penalty: 2915.720947
	Iteration 17Q: 3 clusters Score -886265.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -886301.250000 Penalty: 2915.720947
	Iteration 18Q: 3 clusters Score -886301.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -886327.500000 Penalty: 2915.720947
	Iteration 19Q: 3 clusters Score -886327.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -886350.062500 Penalty: 2915.720947
	Iteration 20F: 3 clusters Score -886350.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -886368.500000 Penalty: 2915.720947
	Iteration 21Q: 3 clusters Score -886368.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -886386.750000 Penalty: 2915.720947
	Iteration 22Q: 3 clusters Score -886386.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -886406.625000 Penalty: 2915.720947
	Iteration 23Q: 3 clusters Score -886406.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -886432.937500 Penalty: 2915.720947
	Iteration 24Q: 3 clusters Score -886432.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -886461.812500 Penalty: 2915.720947
	Iteration 25Q: 3 clusters Score -886461.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -886484.250000 Penalty: 2915.720947
	Iteration 26Q: 3 clusters Score -886484.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -886509.500000 Penalty: 2915.720947
	Iteration 27Q: 3 clusters Score -886509.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -886530.250000 Penalty: 2915.720947
	Iteration 28Q: 3 clusters Score -886530.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -886542.875000 Penalty: 2915.720947
	Iteration 29Q: 3 clusters Score -886542.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -886555.250000 Penalty: 2915.720947
	Iteration 30Q: 3 clusters Score -886555.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -886563.375000 Penalty: 2915.720947
	Iteration 31Q: 3 clusters Score -886563.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -886565.750000 Penalty: 2915.720947
	Iteration 32Q: 3 clusters Score -886565.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -886571.250000 Penalty: 2915.720947
	Iteration 33Q: 3 clusters Score -886571.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -886573.875000 Penalty: 2915.720947
	Iteration 34Q: 3 clusters Score -886573.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -886576.875000 Penalty: 2915.720947
	Iteration 35Q: 3 clusters Score -886576.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -886580.437500 Penalty: 2915.720947
	Iteration 36Q: 3 clusters Score -886580.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -886583.437500 Penalty: 2915.720947
	Iteration 37Q: 3 clusters Score -886583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -886587.375000 Penalty: 2915.720947
	Iteration 38Q: 3 clusters Score -886587.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -886589.812500 Penalty: 2915.720947
	Iteration 39Q: 3 clusters Score -886589.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -886592.437500 Penalty: 2915.720947
	Iteration 40F: 3 clusters Score -886592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -886597.312500 Penalty: 2915.720947
	Iteration 41Q: 3 clusters Score -886597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -886602.375000 Penalty: 2915.720947
	Iteration 42Q: 3 clusters Score -886602.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -886609.562500 Penalty: 2915.720947
	Iteration 43Q: 3 clusters Score -886609.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -886612.812500 Penalty: 2915.720947
	Iteration 44Q: 3 clusters Score -886612.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -886613.937500 Penalty: 2915.720947
	Iteration 45Q: 3 clusters Score -886613.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -886617.375000 Penalty: 2915.720947
	Iteration 46Q: 3 clusters Score -886617.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -886624.375000 Penalty: 2915.720947
	Iteration 47Q: 3 clusters Score -886624.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -886626.125000 Penalty: 2915.720947
	Iteration 48Q: 3 clusters Score -886626.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -886629.125000 Penalty: 2915.720947
	Iteration 49Q: 3 clusters Score -886629.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -886629.875000 Penalty: 2915.720947
	Iteration 50Q: 3 clusters Score -886629.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -886634.562500 Penalty: 2915.720947
	Iteration 51Q: 3 clusters Score -886634.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -886635.562500 Penalty: 2915.720947
	Iteration 52Q: 3 clusters Score -886635.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -886634.562500 Penalty: 2915.720947
	Iteration 53Q: 3 clusters Score -886634.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -886637.250000 Penalty: 2915.720947
	Iteration 54Q: 3 clusters Score -886637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -886638.125000 Penalty: 2915.720947
	Iteration 55Q: 3 clusters Score -886638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -886639.187500 Penalty: 2915.720947
	Iteration 56Q: 3 clusters Score -886639.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -886638.875000 Penalty: 2915.720947
	Iteration 57Q: 3 clusters Score -886638.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -886639.562500 Penalty: 2915.720947
	Iteration 58Q: 3 clusters Score -886639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -886639.625000 Penalty: 2915.720947
	Iteration 59Q: 3 clusters Score -886639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -886640.625000 Penalty: 2915.720947
	Iteration 60F: 3 clusters Score -886640.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -886642.000000 Penalty: 2915.720947
	Iteration 61Q: 3 clusters Score -886642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -886642.000000 Penalty: 2915.720947
	Iteration 62F: 3 clusters Score -886642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Entering Unmasked Estep 
Score: -913474.750000 Penalty: 1459.298462
	Iteration 0F: 2 clusters Score -913474.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -907581.062500 Penalty: 2918.596924
	Iteration 0F: 3 clusters Score -907581.1 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -909382.000000 Penalty: 2918.596924
	Iteration 1F: 3 clusters Score -909382 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -909623.875000 Penalty: 2918.596924
	Iteration 2F: 3 clusters Score -909623.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -909823.812500 Penalty: 2918.596924
	Iteration 3F: 3 clusters Score -909823.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -910015.625000 Penalty: 2918.596924
	Iteration 4Q: 3 clusters Score -910015.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -910228.250000 Penalty: 2918.596924
	Iteration 5Q: 3 clusters Score -910228.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -910424.937500 Penalty: 2918.596924
	Iteration 6Q: 3 clusters Score -910424.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -910625.125000 Penalty: 2918.596924
	Iteration 7Q: 3 clusters Score -910625.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -910832.750000 Penalty: 2918.596924
	Iteration 8Q: 3 clusters Score -910832.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -911016.562500 Penalty: 2918.596924
	Iteration 9Q: 3 clusters Score -911016.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -911181.750000 Penalty: 2918.596924
	Iteration 10Q: 3 clusters Score -911181.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -911337.875000 Penalty: 2918.596924
	Iteration 11Q: 3 clusters Score -911337.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -911452.562500 Penalty: 2918.596924
	Iteration 12Q: 3 clusters Score -911452.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -911559.250000 Penalty: 2918.596924
	Iteration 13Q: 3 clusters Score -911559.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -911634.437500 Penalty: 2918.596924
	Iteration 14Q: 3 clusters Score -911634.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -911690.000000 Penalty: 2918.596924
	Iteration 15Q: 3 clusters Score -911690 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -911737.500000 Penalty: 2918.596924
	Iteration 16Q: 3 clusters Score -911737.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -911766.437500 Penalty: 2918.596924
	Iteration 17Q: 3 clusters Score -911766.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -911784.937500 Penalty: 2918.596924
	Iteration 18Q: 3 clusters Score -911784.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -911793.312500 Penalty: 2918.596924
	Iteration 19Q: 3 clusters Score -911793.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -911803.187500 Penalty: 2918.596924
	Iteration 20F: 3 clusters Score -911803.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -911808.562500 Penalty: 2918.596924
	Iteration 21Q: 3 clusters Score -911808.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -911818.312500 Penalty: 2918.596924
	Iteration 22Q: 3 clusters Score -911818.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -911824.125000 Penalty: 2918.596924
	Iteration 23Q: 3 clusters Score -911824.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -911827.062500 Penalty: 2918.596924
	Iteration 24Q: 3 clusters Score -911827.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -911829.687500 Penalty: 2918.596924
	Iteration 25Q: 3 clusters Score -911829.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -911833.437500 Penalty: 2918.596924
	Iteration 26Q: 3 clusters Score -911833.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -911839.812500 Penalty: 2918.596924
	Iteration 27Q: 3 clusters Score -911839.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -911840.437500 Penalty: 2918.596924
	Iteration 28Q: 3 clusters Score -911840.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -911846.375000 Penalty: 2918.596924
	Iteration 29Q: 3 clusters Score -911846.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -911849.187500 Penalty: 2918.596924
	Iteration 30Q: 3 clusters Score -911849.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -911852.562500 Penalty: 2918.596924
	Iteration 31Q: 3 clusters Score -911852.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -911854.125000 Penalty: 2918.596924
	Iteration 32Q: 3 clusters Score -911854.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -911855.312500 Penalty: 2918.596924
	Iteration 33Q: 3 clusters Score -911855.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -911858.750000 Penalty: 2918.596924
	Iteration 34Q: 3 clusters Score -911858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -911860.000000 Penalty: 2918.596924
	Iteration 35Q: 3 clusters Score -911860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -911862.875000 Penalty: 2918.596924
	Iteration 36Q: 3 clusters Score -911862.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -911863.937500 Penalty: 2918.596924
	Iteration 37Q: 3 clusters Score -911863.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -911864.937500 Penalty: 2918.596924
	Iteration 38Q: 3 clusters Score -911864.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -911869.687500 Penalty: 2918.596924
	Iteration 39Q: 3 clusters Score -911869.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -911874.625000 Penalty: 2918.596924
	Iteration 40F: 3 clusters Score -911874.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -911876.312500 Penalty: 2918.596924
	Iteration 41Q: 3 clusters Score -911876.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -911879.062500 Penalty: 2918.596924
	Iteration 42Q: 3 clusters Score -911879.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -911878.500000 Penalty: 2918.596924
	Iteration 43Q: 3 clusters Score -911878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -911879.000000 Penalty: 2918.596924
	Iteration 44Q: 3 clusters Score -911879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -911879.000000 Penalty: 2918.596924
	Iteration 45Q: 3 clusters Score -911879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -911880.250000 Penalty: 2918.596924
	Iteration 46Q: 3 clusters Score -911880.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -911880.312500 Penalty: 2918.596924
	Iteration 47Q: 3 clusters Score -911880.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -911880.375000 Penalty: 2918.596924
	Iteration 48Q: 3 clusters Score -911880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -911883.437500 Penalty: 2918.596924
	Iteration 49Q: 3 clusters Score -911883.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -911883.875000 Penalty: 2918.596924
	Iteration 50Q: 3 clusters Score -911883.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -911882.000000 Penalty: 2918.596924
	Iteration 51Q: 3 clusters Score -911882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -911882.812500 Penalty: 2918.596924
	Iteration 52Q: 3 clusters Score -911882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -911882.625000 Penalty: 2918.596924
	Iteration 53Q: 3 clusters Score -911882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -911882.625000 Penalty: 2918.596924
	Iteration 54F: 3 clusters Score -911882.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -48688.832031 Penalty: 1023.579224
	Iteration 0F: 2 clusters Score -48688.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -47651.531250 Penalty: 2047.158447
	Iteration 0F: 3 clusters Score -47651.53 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -47953.093750 Penalty: 2047.158447
	Iteration 1F: 3 clusters Score -47953.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48085.597656 Penalty: 2047.158447
	Iteration 2F: 3 clusters Score -48085.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -48155.554688 Penalty: 2047.158447
	Iteration 3Q: 3 clusters Score -48155.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -48173.566406 Penalty: 2047.158447
	Iteration 4Q: 3 clusters Score -48173.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -48185.351562 Penalty: 2047.158447
	Iteration 5Q: 3 clusters Score -48185.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -48191.550781 Penalty: 2047.158447
	Iteration 6Q: 3 clusters Score -48191.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -48199.945312 Penalty: 2047.158447
	Iteration 7Q: 3 clusters Score -48199.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -48209.917969 Penalty: 2047.158447
	Iteration 8Q: 3 clusters Score -48209.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48212.132812 Penalty: 2047.158447
	Iteration 9Q: 3 clusters Score -48212.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48219.363281 Penalty: 2047.158447
	Iteration 10Q: 3 clusters Score -48219.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -48220.164062 Penalty: 2047.158447
	Iteration 11Q: 3 clusters Score -48220.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -48220.632812 Penalty: 2047.158447
	Iteration 12Q: 3 clusters Score -48220.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48221.171875 Penalty: 2047.158447
	Iteration 13Q: 3 clusters Score -48221.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -48229.601562 Penalty: 2047.158447
	Iteration 14Q: 3 clusters Score -48229.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48230.281250 Penalty: 2047.158447
	Iteration 15Q: 3 clusters Score -48230.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -48230.281250 Penalty: 2047.158447
	Iteration 16F: 3 clusters Score -48230.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 378 members 
Mstep: Class 4 contains 4704 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25802 members 
Mstep: Class 9 contains 10372 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1578 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3155 members 
Mstep: Class 21 contains 12907 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5804 members 
Mstep: Class 26 contains 6545 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5373 members 
Mstep: Class 33 contains 63 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5425 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44377 members 
Mstep: Class 39 contains 7875 members 
Mstep: Class 40 contains 7945 members 
Mstep: Class 41 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 33. Lose 1976.894653 but Gain 2079.742188
Score: -40149488.000000 Penalty: 89428.890625
Iteration 199Q: 44 clusters Score -4.014949e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 386 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1233 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10384 members 
Mstep: Class 10 contains 1799 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14416 members 
Mstep: Class 15 contains 16272 members 
Mstep: Class 16 contains 1583 members 
Mstep: Class 17 contains 1288 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 21 contains 13038 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6604 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 6549 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5381 members 
Mstep: Class 34 contains 13313 members 
Mstep: Class 35 contains 2008 members 
Mstep: Class 36 contains 5428 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44426 members 
Mstep: Class 39 contains 7880 members 
Mstep: Class 40 contains 7947 members 
Mstep: Class 41 contains 579 members 
Mstep: Class 42 contains 86443 members 
Mstep: Class 43 contains 8426 members 
Mstep: Class 44 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149556.000000 Penalty: 89428.890625
Iteration 200F: 44 clusters Score -4.014956e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1221 members 
Mstep: Class 3 contains 382 members 
Mstep: Class 4 contains 4698 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 25843 members 
Mstep: Class 9 contains 10309 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16268 members 
Mstep: Class 16 contains 1580 members 
Mstep: Class 17 contains 1289 members 
Mstep: Class 18 contains 4361 members 
Mstep: Class 19 contains 4541 members 
Mstep: Class 20 contains 3164 members 
Mstep: Class 21 contains 12875 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6602 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5802 members 
Mstep: Class 26 contains 6546 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 34 contains 13313 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44366 members 
Mstep: Class 39 contains 7885 members 
Mstep: Class 40 contains 7947 members 
Mstep: Class 41 contains 564 members 
Mstep: Class 42 contains 86496 members 
Mstep: Class 43 contains 8630 members 
Mstep: Class 44 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152120.000000 Penalty: 89428.890625
Iteration 201Q: 44 clusters Score -4.015212e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 379 members 
Mstep: Class 4 contains 4736 members 
Mstep: Class 5 contains 3988 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10296 members 
Mstep: Class 10 contains 1791 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 16266 members 
Mstep: Class 16 contains 1577 members 
Mstep: Class 17 contains 1292 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 4545 members 
Mstep: Class 20 contains 3167 members 
Mstep: Class 21 contains 12730 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6603 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5799 members 
Mstep: Class 26 contains 6536 members 
Mstep: Class 27 contains 20897 members 
Mstep: Class 28 contains 976 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4796 members 
Mstep: Class 31 contains 2005 members 
Mstep: Class 32 contains 5368 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5424 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44334 members 
Mstep: Class 39 contains 7892 members 
Mstep: Class 40 contains 7947 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86533 members 
Mstep: Class 43 contains 8747 members 
Mstep: Class 44 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152292.000000 Penalty: 89428.890625
Iteration 202Q: 44 clusters Score -4.015229e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1237 members 
Mstep: Class 8 contains 25846 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14411 members 
Mstep: Class 15 contains 16265 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1294 members 
Mstep: Class 18 contains 4362 members 
Mstep: Class 19 contains 4548 members 
Mstep: Class 20 contains 3169 members 
Mstep: Class 21 contains 12611 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6606 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5795 members 
Mstep: Class 26 contains 6531 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 976 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2006 members 
Mstep: Class 32 contains 5369 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5423 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44330 members 
Mstep: Class 39 contains 7894 members 
Mstep: Class 40 contains 7948 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86549 members 
Mstep: Class 43 contains 8828 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152376.000000 Penalty: 89428.890625
Iteration 203Q: 44 clusters Score -4.015238e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1236 members 
Mstep: Class 8 contains 25852 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 16264 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 1296 members 
Mstep: Class 18 contains 4360 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 3174 members 
Mstep: Class 21 contains 12512 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5794 members 
Mstep: Class 26 contains 6529 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 976 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5367 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5423 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44323 members 
Mstep: Class 39 contains 7898 members 
Mstep: Class 40 contains 7948 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 86562 members 
Mstep: Class 43 contains 8876 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152400.000000 Penalty: 89428.890625
Iteration 204Q: 44 clusters Score -4.01524e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25857 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1790 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 16264 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4550 members 
Mstep: Class 20 contains 3176 members 
Mstep: Class 21 contains 12430 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6608 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5793 members 
Mstep: Class 26 contains 6529 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 976 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5365 members 
Mstep: Class 34 contains 13311 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44324 members 
Mstep: Class 39 contains 7902 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86572 members 
Mstep: Class 43 contains 8919 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152376.000000 Penalty: 89428.890625
Iteration 205Q: 44 clusters Score -4.015238e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4825 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25859 members 
Mstep: Class 9 contains 10291 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 16264 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4552 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 12345 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6610 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 5792 members 
Mstep: Class 26 contains 6528 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5365 members 
Mstep: Class 34 contains 13311 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44329 members 
Mstep: Class 39 contains 7905 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86576 members 
Mstep: Class 43 contains 8973 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152348.000000 Penalty: 89428.890625
Iteration 206Q: 44 clusters Score -4.015235e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25862 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 16263 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1297 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4553 members 
Mstep: Class 20 contains 3172 members 
Mstep: Class 21 contains 12285 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6612 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5790 members 
Mstep: Class 26 contains 6527 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5365 members 
Mstep: Class 34 contains 13311 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44331 members 
Mstep: Class 39 contains 7905 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86581 members 
Mstep: Class 43 contains 9015 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152376.000000 Penalty: 89428.890625
Iteration 207Q: 44 clusters Score -4.015238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25861 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 16263 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4557 members 
Mstep: Class 20 contains 3174 members 
Mstep: Class 21 contains 12216 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6615 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5367 members 
Mstep: Class 34 contains 13311 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5421 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44335 members 
Mstep: Class 39 contains 7906 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86590 members 
Mstep: Class 43 contains 9061 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152316.000000 Penalty: 89428.890625
Iteration 208Q: 44 clusters Score -4.015232e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4839 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25860 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14407 members 
Mstep: Class 15 contains 16263 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4559 members 
Mstep: Class 20 contains 3175 members 
Mstep: Class 21 contains 12156 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6617 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 6520 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5369 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44338 members 
Mstep: Class 39 contains 7906 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86599 members 
Mstep: Class 43 contains 9107 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152360.000000 Penalty: 89428.890625
Iteration 209Q: 44 clusters Score -4.015236e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25859 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3614 members 
Mstep: Class 14 contains 14408 members 
Mstep: Class 15 contains 16262 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4359 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 12104 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6620 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44336 members 
Mstep: Class 39 contains 7905 members 
Mstep: Class 40 contains 7949 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86605 members 
Mstep: Class 43 contains 9147 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152388.000000 Penalty: 89428.890625
Iteration 210Q: 44 clusters Score -4.015239e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25858 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14409 members 
Mstep: Class 15 contains 16261 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 4560 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 12055 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6624 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5789 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44334 members 
Mstep: Class 39 contains 7904 members 
Mstep: Class 40 contains 7950 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86614 members 
Mstep: Class 43 contains 9183 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152392.000000 Penalty: 89428.890625
Iteration 211Q: 44 clusters Score -4.015239e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 3999 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25856 members 
Mstep: Class 9 contains 10292 members 
Mstep: Class 10 contains 1789 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14410 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4563 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 12007 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6628 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5788 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44336 members 
Mstep: Class 39 contains 7905 members 
Mstep: Class 40 contains 7950 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86619 members 
Mstep: Class 43 contains 9219 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152352.000000 Penalty: 89428.890625
Iteration 212Q: 44 clusters Score -4.015235e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25853 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1788 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 4564 members 
Mstep: Class 20 contains 3178 members 
Mstep: Class 21 contains 11980 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6634 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 6523 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5370 members 
Mstep: Class 34 contains 13312 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44337 members 
Mstep: Class 39 contains 7906 members 
Mstep: Class 40 contains 7950 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86623 members 
Mstep: Class 43 contains 9236 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152356.000000 Penalty: 89428.890625
Iteration 213Q: 44 clusters Score -4.015236e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25848 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1787 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 3179 members 
Mstep: Class 21 contains 11966 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6635 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13313 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5420 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44339 members 
Mstep: Class 39 contains 7905 members 
Mstep: Class 40 contains 7950 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86626 members 
Mstep: Class 43 contains 9243 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152380.000000 Penalty: 89428.890625
Iteration 214Q: 44 clusters Score -4.015238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4850 members 
Mstep: Class 5 contains 3997 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1786 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14412 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 4565 members 
Mstep: Class 20 contains 3180 members 
Mstep: Class 21 contains 11956 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5784 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4798 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2579 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7908 members 
Mstep: Class 40 contains 7950 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86628 members 
Mstep: Class 43 contains 9243 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152388.000000 Penalty: 89428.890625
Iteration 215Q: 44 clusters Score -4.015239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14413 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 4566 members 
Mstep: Class 20 contains 3181 members 
Mstep: Class 21 contains 11951 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5782 members 
Mstep: Class 26 contains 6522 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7911 members 
Mstep: Class 40 contains 7950 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86628 members 
Mstep: Class 43 contains 9246 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152388.000000 Penalty: 89428.890625
Iteration 216Q: 44 clusters Score -4.015239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25848 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3615 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4356 members 
Mstep: Class 19 contains 4567 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11946 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5781 members 
Mstep: Class 26 contains 6519 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7914 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9249 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152408.000000 Penalty: 89428.890625
Iteration 217Q: 44 clusters Score -4.015241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4568 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11941 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5780 members 
Mstep: Class 26 contains 6518 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44342 members 
Mstep: Class 39 contains 7915 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86628 members 
Mstep: Class 43 contains 9251 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152396.000000 Penalty: 89428.890625
Iteration 218Q: 44 clusters Score -4.01524e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4570 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11940 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9251 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152400.000000 Penalty: 89428.890625
Iteration 219Q: 44 clusters Score -4.01524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 1785 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4571 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11937 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5419 members 
Mstep: Class 37 contains 2578 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 573 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9251 members 
Mstep: Class 44 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152436.000000 Penalty: 89428.890625
Iteration 220F: 44 clusters Score -4.015244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11936 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 572 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9251 members 
Mstep: Class 44 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152440.000000 Penalty: 89428.890625
Iteration 221Q: 44 clusters Score -4.015244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11935 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6639 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9252 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152456.000000 Penalty: 89428.890625
Iteration 222Q: 44 clusters Score -4.015246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4851 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11935 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9253 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152456.000000 Penalty: 89428.890625
Iteration 223Q: 44 clusters Score -4.015246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11934 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44340 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152480.000000 Penalty: 89428.890625
Iteration 224Q: 44 clusters Score -4.015248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11933 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44339 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9256 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152468.000000 Penalty: 89428.890625
Iteration 225Q: 44 clusters Score -4.015247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11932 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44340 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9256 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152464.000000 Penalty: 89428.890625
Iteration 226Q: 44 clusters Score -4.015246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44340 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9257 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152476.000000 Penalty: 89428.890625
Iteration 227Q: 44 clusters Score -4.015248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44340 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9256 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152480.000000 Penalty: 89428.890625
Iteration 228Q: 44 clusters Score -4.015248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44340 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9255 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152472.000000 Penalty: 89428.890625
Iteration 229Q: 44 clusters Score -4.015247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11931 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152468.000000 Penalty: 89428.890625
Iteration 230Q: 44 clusters Score -4.015247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11930 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9255 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152464.000000 Penalty: 89428.890625
Iteration 231Q: 44 clusters Score -4.015246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4855 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9255 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152468.000000 Penalty: 89428.890625
Iteration 232Q: 44 clusters Score -4.015247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152476.000000 Penalty: 89428.890625
Iteration 233Q: 44 clusters Score -4.015248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152476.000000 Penalty: 89428.890625
Iteration 234F: 44 clusters Score -4.015248e+07 nChanged 0
Entering ConstructFrom: 
Score: -40152476.000000 Penalty: 89428.890625
Entering ConstructFrom: 
Trying to split cluster 1 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -43745.171875 Penalty: 1053.753296
	Iteration 0F: 2 clusters Score -43745.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -42901.585938 Penalty: 2107.506592
	Iteration 0F: 3 clusters Score -42901.59 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -43514.574219 Penalty: 2107.506592
	Iteration 1F: 3 clusters Score -43514.57 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -43712.691406 Penalty: 2107.506592
	Iteration 2F: 3 clusters Score -43712.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -43768.789062 Penalty: 2107.506592
	Iteration 3Q: 3 clusters Score -43768.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -43809.773438 Penalty: 2107.506592
	Iteration 4Q: 3 clusters Score -43809.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -43902.363281 Penalty: 2107.506592
	Iteration 5Q: 3 clusters Score -43902.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -43988.156250 Penalty: 2107.506592
	Iteration 6Q: 3 clusters Score -43988.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44001.148438 Penalty: 2107.506592
	Iteration 7Q: 3 clusters Score -44001.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44002.917969 Penalty: 2107.506592
	Iteration 8Q: 3 clusters Score -44002.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -44002.917969 Penalty: 2107.506592
	Iteration 9F: 3 clusters Score -44002.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 508 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
Score: -40151736.000000 Penalty: 91508.632812
Splitting cluster 1 changes total score from -40152476.000000 to -40151736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -132719.671875 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -132719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -131163.640625 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -131163.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -131507.109375 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -131507.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -131709.968750 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -131710 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -131868.015625 Penalty: 2310.179199
	Iteration 3F: 3 clusters Score -131868 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -132016.828125 Penalty: 2310.179199
	Iteration 4F: 3 clusters Score -132016.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -132177.921875 Penalty: 2310.179199
	Iteration 5F: 3 clusters Score -132177.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -132371.968750 Penalty: 2310.179199
	Iteration 6F: 3 clusters Score -132372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -132539.500000 Penalty: 2310.179199
	Iteration 7F: 3 clusters Score -132539.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -132723.875000 Penalty: 2310.179199
	Iteration 8F: 3 clusters Score -132723.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -132861.015625 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -132861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -132952.031250 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -132952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -133053.406250 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -133053.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -133157.562500 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -133157.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -133295.171875 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -133295.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -133370.015625 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -133370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -133388.000000 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -133388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -133396.671875 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -133396.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133397.781250 Penalty: 2310.179199
	Iteration 17Q: 3 clusters Score -133397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133397.781250 Penalty: 2310.179199
	Iteration 18F: 3 clusters Score -133397.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 615 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 560 members 
Entering Unmasked Estep 
Score: -40152224.000000 Penalty: 91508.632812
Splitting cluster 2 changes total score from -40152476.000000 to -40152224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Entering Unmasked Estep 
Score: -62383.968750 Penalty: 963.989868
	Iteration 0F: 2 clusters Score -62383.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61385.542969 Penalty: 1927.979736
	Iteration 0F: 3 clusters Score -61385.54 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61521.429688 Penalty: 1927.979736
	Iteration 1F: 3 clusters Score -61521.43 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61558.996094 Penalty: 1927.979736
	Iteration 2F: 3 clusters Score -61559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61565.480469 Penalty: 1927.979736
	Iteration 3Q: 3 clusters Score -61565.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61572.152344 Penalty: 1927.979736
	Iteration 4Q: 3 clusters Score -61572.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61573.175781 Penalty: 1927.979736
	Iteration 5Q: 3 clusters Score -61573.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61575.855469 Penalty: 1927.979736
	Iteration 6Q: 3 clusters Score -61575.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61575.855469 Penalty: 1927.979736
	Iteration 7F: 3 clusters Score -61575.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -558107.875000 Penalty: 1379.295166
	Iteration 0F: 2 clusters Score -558107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -554222.500000 Penalty: 2758.590332
	Iteration 0F: 3 clusters Score -554222.5 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -555339.812500 Penalty: 2758.590332
	Iteration 1F: 3 clusters Score -555339.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -555552.125000 Penalty: 2758.590332
	Iteration 2F: 3 clusters Score -555552.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -555685.937500 Penalty: 2758.590332
	Iteration 3F: 3 clusters Score -555685.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -555777.812500 Penalty: 2758.590332
	Iteration 4Q: 3 clusters Score -555777.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -555838.000000 Penalty: 2758.590332
	Iteration 5Q: 3 clusters Score -555838 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -555900.125000 Penalty: 2758.590332
	Iteration 6Q: 3 clusters Score -555900.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -555958.375000 Penalty: 2758.590332
	Iteration 7Q: 3 clusters Score -555958.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -556001.875000 Penalty: 2758.590332
	Iteration 8Q: 3 clusters Score -556001.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -556038.437500 Penalty: 2758.590332
	Iteration 9Q: 3 clusters Score -556038.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -556071.437500 Penalty: 2758.590332
	Iteration 10Q: 3 clusters Score -556071.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -556099.062500 Penalty: 2758.590332
	Iteration 11Q: 3 clusters Score -556099.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -556125.250000 Penalty: 2758.590332
	Iteration 12Q: 3 clusters Score -556125.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -556147.812500 Penalty: 2758.590332
	Iteration 13Q: 3 clusters Score -556147.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -556170.750000 Penalty: 2758.590332
	Iteration 14Q: 3 clusters Score -556170.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -556187.062500 Penalty: 2758.590332
	Iteration 15Q: 3 clusters Score -556187.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -556200.062500 Penalty: 2758.590332
	Iteration 16Q: 3 clusters Score -556200.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -556217.312500 Penalty: 2758.590332
	Iteration 17Q: 3 clusters Score -556217.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -556239.625000 Penalty: 2758.590332
	Iteration 18Q: 3 clusters Score -556239.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -556262.125000 Penalty: 2758.590332
	Iteration 19Q: 3 clusters Score -556262.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -556281.062500 Penalty: 2758.590332
	Iteration 20F: 3 clusters Score -556281.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -556304.125000 Penalty: 2758.590332
	Iteration 21Q: 3 clusters Score -556304.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -556330.875000 Penalty: 2758.590332
	Iteration 22Q: 3 clusters Score -556330.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -556359.312500 Penalty: 2758.590332
	Iteration 23Q: 3 clusters Score -556359.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -556387.250000 Penalty: 2758.590332
	Iteration 24Q: 3 clusters Score -556387.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -556417.875000 Penalty: 2758.590332
	Iteration 25Q: 3 clusters Score -556417.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -556445.500000 Penalty: 2758.590332
	Iteration 26Q: 3 clusters Score -556445.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -556472.687500 Penalty: 2758.590332
	Iteration 27Q: 3 clusters Score -556472.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -556500.875000 Penalty: 2758.590332
	Iteration 28Q: 3 clusters Score -556500.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -556529.875000 Penalty: 2758.590332
	Iteration 29Q: 3 clusters Score -556529.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -556546.312500 Penalty: 2758.590332
	Iteration 30Q: 3 clusters Score -556546.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -556568.000000 Penalty: 2758.590332
	Iteration 31Q: 3 clusters Score -556568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -556587.562500 Penalty: 2758.590332
	Iteration 32Q: 3 clusters Score -556587.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -556606.562500 Penalty: 2758.590332
	Iteration 33Q: 3 clusters Score -556606.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -556627.937500 Penalty: 2758.590332
	Iteration 34Q: 3 clusters Score -556627.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -556650.562500 Penalty: 2758.590332
	Iteration 35Q: 3 clusters Score -556650.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -556679.000000 Penalty: 2758.590332
	Iteration 36Q: 3 clusters Score -556679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -556708.375000 Penalty: 2758.590332
	Iteration 37Q: 3 clusters Score -556708.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -556733.000000 Penalty: 2758.590332
	Iteration 38Q: 3 clusters Score -556733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -556755.625000 Penalty: 2758.590332
	Iteration 39Q: 3 clusters Score -556755.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -556777.250000 Penalty: 2758.590332
	Iteration 40F: 3 clusters Score -556777.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -556797.187500 Penalty: 2758.590332
	Iteration 41Q: 3 clusters Score -556797.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -556812.375000 Penalty: 2758.590332
	Iteration 42Q: 3 clusters Score -556812.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -556827.812500 Penalty: 2758.590332
	Iteration 43Q: 3 clusters Score -556827.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -556839.812500 Penalty: 2758.590332
	Iteration 44Q: 3 clusters Score -556839.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -556850.250000 Penalty: 2758.590332
	Iteration 45Q: 3 clusters Score -556850.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -556858.062500 Penalty: 2758.590332
	Iteration 46Q: 3 clusters Score -556858.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -556865.062500 Penalty: 2758.590332
	Iteration 47Q: 3 clusters Score -556865.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -556873.500000 Penalty: 2758.590332
	Iteration 48Q: 3 clusters Score -556873.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -556879.875000 Penalty: 2758.590332
	Iteration 49Q: 3 clusters Score -556879.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -556887.437500 Penalty: 2758.590332
	Iteration 50Q: 3 clusters Score -556887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -556893.312500 Penalty: 2758.590332
	Iteration 51Q: 3 clusters Score -556893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -556894.187500 Penalty: 2758.590332
	Iteration 52Q: 3 clusters Score -556894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -556897.562500 Penalty: 2758.590332
	Iteration 53Q: 3 clusters Score -556897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -556897.937500 Penalty: 2758.590332
	Iteration 54Q: 3 clusters Score -556897.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -556900.687500 Penalty: 2758.590332
	Iteration 55Q: 3 clusters Score -556900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -556901.312500 Penalty: 2758.590332
	Iteration 56Q: 3 clusters Score -556901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -556904.625000 Penalty: 2758.590332
	Iteration 57Q: 3 clusters Score -556904.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -556906.937500 Penalty: 2758.590332
	Iteration 58Q: 3 clusters Score -556906.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -556907.500000 Penalty: 2758.590332
	Iteration 59Q: 3 clusters Score -556907.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -556907.687500 Penalty: 2758.590332
	Iteration 60F: 3 clusters Score -556907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -405670.125000 Penalty: 1347.579834
	Iteration 0F: 2 clusters Score -405670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -402337.937500 Penalty: 2695.159668
	Iteration 0F: 3 clusters Score -402337.9 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -403453.875000 Penalty: 2695.159668
	Iteration 1F: 3 clusters Score -403453.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -403739.187500 Penalty: 2695.159668
	Iteration 2F: 3 clusters Score -403739.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -403939.437500 Penalty: 2695.159668
	Iteration 3F: 3 clusters Score -403939.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -404083.625000 Penalty: 2695.159668
	Iteration 4Q: 3 clusters Score -404083.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -404181.250000 Penalty: 2695.159668
	Iteration 5Q: 3 clusters Score -404181.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -404263.468750 Penalty: 2695.159668
	Iteration 6Q: 3 clusters Score -404263.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -404329.187500 Penalty: 2695.159668
	Iteration 7Q: 3 clusters Score -404329.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -404384.843750 Penalty: 2695.159668
	Iteration 8Q: 3 clusters Score -404384.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -404443.718750 Penalty: 2695.159668
	Iteration 9Q: 3 clusters Score -404443.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -404504.656250 Penalty: 2695.159668
	Iteration 10Q: 3 clusters Score -404504.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -404569.906250 Penalty: 2695.159668
	Iteration 11Q: 3 clusters Score -404569.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -404639.843750 Penalty: 2695.159668
	Iteration 12Q: 3 clusters Score -404639.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -404689.187500 Penalty: 2695.159668
	Iteration 13Q: 3 clusters Score -404689.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -404718.687500 Penalty: 2695.159668
	Iteration 14Q: 3 clusters Score -404718.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -404734.781250 Penalty: 2695.159668
	Iteration 15Q: 3 clusters Score -404734.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -404751.843750 Penalty: 2695.159668
	Iteration 16Q: 3 clusters Score -404751.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -404764.750000 Penalty: 2695.159668
	Iteration 17Q: 3 clusters Score -404764.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -404775.968750 Penalty: 2695.159668
	Iteration 18Q: 3 clusters Score -404776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -404784.656250 Penalty: 2695.159668
	Iteration 19Q: 3 clusters Score -404784.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -404791.156250 Penalty: 2695.159668
	Iteration 20F: 3 clusters Score -404791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -404795.906250 Penalty: 2695.159668
	Iteration 21Q: 3 clusters Score -404795.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -404800.343750 Penalty: 2695.159668
	Iteration 22Q: 3 clusters Score -404800.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -404806.093750 Penalty: 2695.159668
	Iteration 23Q: 3 clusters Score -404806.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -404811.312500 Penalty: 2695.159668
	Iteration 24Q: 3 clusters Score -404811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -404813.500000 Penalty: 2695.159668
	Iteration 25Q: 3 clusters Score -404813.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -404814.750000 Penalty: 2695.159668
	Iteration 26Q: 3 clusters Score -404814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -404816.312500 Penalty: 2695.159668
	Iteration 27Q: 3 clusters Score -404816.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -404819.343750 Penalty: 2695.159668
	Iteration 28Q: 3 clusters Score -404819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -404820.375000 Penalty: 2695.159668
	Iteration 29Q: 3 clusters Score -404820.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -404820.781250 Penalty: 2695.159668
	Iteration 30Q: 3 clusters Score -404820.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -404821.312500 Penalty: 2695.159668
	Iteration 31Q: 3 clusters Score -404821.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -404822.156250 Penalty: 2695.159668
	Iteration 32Q: 3 clusters Score -404822.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -404824.656250 Penalty: 2695.159668
	Iteration 33Q: 3 clusters Score -404824.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -404824.593750 Penalty: 2695.159668
	Iteration 34Q: 3 clusters Score -404824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -404825.062500 Penalty: 2695.159668
	Iteration 35Q: 3 clusters Score -404825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -404825.500000 Penalty: 2695.159668
	Iteration 36Q: 3 clusters Score -404825.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -404827.687500 Penalty: 2695.159668
	Iteration 37Q: 3 clusters Score -404827.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -404828.750000 Penalty: 2695.159668
	Iteration 38Q: 3 clusters Score -404828.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -404828.718750 Penalty: 2695.159668
	Iteration 39Q: 3 clusters Score -404828.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -404828.718750 Penalty: 2695.159668
	Iteration 40F: 3 clusters Score -404828.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -156827.468750 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -156827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155100.812500 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -155100.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -155428.937500 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -155428.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -155519.031250 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -155519 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -155558.218750 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -155558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155577.281250 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -155577.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -155594.671875 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -155594.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155611.171875 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -155611.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155618.578125 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -155618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155623.843750 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -155623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155628.500000 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -155628.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155631.734375 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -155631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -155634.234375 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -155634.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -155636.562500 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -155636.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155639.578125 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -155639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -155641.156250 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -155641.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155642.609375 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -155642.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155644.812500 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -155644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155647.921875 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -155647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -155650.218750 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -155650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155651.812500 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -155651.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155652.875000 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -155652.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155654.625000 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -155654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155656.031250 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -155656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155657.140625 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -155657.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155659.562500 Penalty: 2351.107666
	Iteration 24Q: 3 clusters Score -155659.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155659.562500 Penalty: 2351.107666
	Iteration 25F: 3 clusters Score -155659.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -110764.578125 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -110764.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -109192.960938 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -109193 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109716.929688 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -109716.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109923.617188 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -109923.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -110044.507812 Penalty: 2313.618652
	Iteration 3F: 3 clusters Score -110044.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -110128.429688 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -110128.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -110176.281250 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -110176.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -110196.531250 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -110196.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -110219.851562 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -110219.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -110235.882812 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -110235.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110256.406250 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -110256.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -110273.875000 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -110273.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110282.015625 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -110282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110295.609375 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -110295.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -110305.046875 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -110305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -110317.390625 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -110317.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110322.015625 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -110322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -110326.015625 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -110326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -110327.406250 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -110327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110328.078125 Penalty: 2313.618652
	Iteration 18Q: 3 clusters Score -110328.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -110331.085938 Penalty: 2313.618652
	Iteration 19Q: 3 clusters Score -110331.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -110333.031250 Penalty: 2313.618652
	Iteration 20F: 3 clusters Score -110333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -110335.453125 Penalty: 2313.618652
	Iteration 21Q: 3 clusters Score -110335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -110338.554688 Penalty: 2313.618652
	Iteration 22Q: 3 clusters Score -110338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -110346.562500 Penalty: 2313.618652
	Iteration 23Q: 3 clusters Score -110346.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -110358.851562 Penalty: 2313.618652
	Iteration 24Q: 3 clusters Score -110358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110363.585938 Penalty: 2313.618652
	Iteration 25Q: 3 clusters Score -110363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -110363.585938 Penalty: 2313.618652
	Iteration 26F: 3 clusters Score -110363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Entering Unmasked Estep 
Score: -2978847.750000 Penalty: 1650.991943
	Iteration 0F: 2 clusters Score -2978848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2961361.000000 Penalty: 3301.983887
	Iteration 0F: 3 clusters Score -2961361 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2967790.750000 Penalty: 3301.983887
	Iteration 1F: 3 clusters Score -2967791 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -2968144.250000 Penalty: 3301.983887
	Iteration 2Q: 3 clusters Score -2968144 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2968459.000000 Penalty: 3301.983887
	Iteration 3Q: 3 clusters Score -2968459 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2968820.000000 Penalty: 3301.983887
	Iteration 4Q: 3 clusters Score -2968820 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2969310.750000 Penalty: 3301.983887
	Iteration 5Q: 3 clusters Score -2969311 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2969980.250000 Penalty: 3301.983887
	Iteration 6Q: 3 clusters Score -2969980 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2970909.750000 Penalty: 3301.983887
	Iteration 7F: 3 clusters Score -2970910 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2972086.500000 Penalty: 3301.983887
	Iteration 8F: 3 clusters Score -2972086 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2973335.000000 Penalty: 3301.983887
	Iteration 9F: 3 clusters Score -2973335 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2974629.750000 Penalty: 3301.983887
	Iteration 10F: 3 clusters Score -2974630 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2975726.000000 Penalty: 3301.983887
	Iteration 11F: 3 clusters Score -2975726 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2976413.500000 Penalty: 3301.983887
	Iteration 12Q: 3 clusters Score -2976414 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2976855.000000 Penalty: 3301.983887
	Iteration 13Q: 3 clusters Score -2976855 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2977133.750000 Penalty: 3301.983887
	Iteration 14Q: 3 clusters Score -2977134 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2977276.500000 Penalty: 3301.983887
	Iteration 15Q: 3 clusters Score -2977276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2977339.500000 Penalty: 3301.983887
	Iteration 16Q: 3 clusters Score -2977340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2977373.250000 Penalty: 3301.983887
	Iteration 17Q: 3 clusters Score -2977373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2977395.000000 Penalty: 3301.983887
	Iteration 18Q: 3 clusters Score -2977395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -2977406.250000 Penalty: 3301.983887
	Iteration 19Q: 3 clusters Score -2977406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2977414.000000 Penalty: 3301.983887
	Iteration 20F: 3 clusters Score -2977414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2977421.500000 Penalty: 3301.983887
	Iteration 21Q: 3 clusters Score -2977422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2977425.750000 Penalty: 3301.983887
	Iteration 22Q: 3 clusters Score -2977426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2977430.500000 Penalty: 3301.983887
	Iteration 23Q: 3 clusters Score -2977430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -2977436.000000 Penalty: 3301.983887
	Iteration 24Q: 3 clusters Score -2977436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25564 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2977435.750000 Penalty: 3301.983887
	Iteration 25Q: 3 clusters Score -2977436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2977440.000000 Penalty: 3301.983887
	Iteration 26Q: 3 clusters Score -2977440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2977444.750000 Penalty: 3301.983887
	Iteration 27Q: 3 clusters Score -2977445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2977448.250000 Penalty: 3301.983887
	Iteration 28Q: 3 clusters Score -2977448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2977448.500000 Penalty: 3301.983887
	Iteration 29Q: 3 clusters Score -2977448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2977447.750000 Penalty: 3301.983887
	Iteration 30Q: 3 clusters Score -2977448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2977448.250000 Penalty: 3301.983887
	Iteration 31Q: 3 clusters Score -2977448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2977448.250000 Penalty: 3301.983887
	Iteration 32F: 3 clusters Score -2977448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1169712.500000 Penalty: 1501.373169
	Iteration 0F: 2 clusters Score -1169712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1162331.125000 Penalty: 3002.746338
	Iteration 0F: 3 clusters Score -1162331 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1164653.000000 Penalty: 3002.746338
	Iteration 1F: 3 clusters Score -1164653 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1164907.125000 Penalty: 3002.746338
	Iteration 2F: 3 clusters Score -1164907 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1165136.625000 Penalty: 3002.746338
	Iteration 3Q: 3 clusters Score -1165137 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1165378.625000 Penalty: 3002.746338
	Iteration 4Q: 3 clusters Score -1165379 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1165654.250000 Penalty: 3002.746338
	Iteration 5Q: 3 clusters Score -1165654 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1165924.250000 Penalty: 3002.746338
	Iteration 6Q: 3 clusters Score -1165924 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1166247.375000 Penalty: 3002.746338
	Iteration 7Q: 3 clusters Score -1166247 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1166598.250000 Penalty: 3002.746338
	Iteration 8Q: 3 clusters Score -1166598 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1166897.500000 Penalty: 3002.746338
	Iteration 9Q: 3 clusters Score -1166898 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1167159.750000 Penalty: 3002.746338
	Iteration 10Q: 3 clusters Score -1167160 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1167377.250000 Penalty: 3002.746338
	Iteration 11Q: 3 clusters Score -1167377 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1167569.000000 Penalty: 3002.746338
	Iteration 12Q: 3 clusters Score -1167569 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1167711.500000 Penalty: 3002.746338
	Iteration 13Q: 3 clusters Score -1167712 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1167860.125000 Penalty: 3002.746338
	Iteration 14Q: 3 clusters Score -1167860 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1167990.500000 Penalty: 3002.746338
	Iteration 15Q: 3 clusters Score -1167990 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1168065.750000 Penalty: 3002.746338
	Iteration 16Q: 3 clusters Score -1168066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1168137.000000 Penalty: 3002.746338
	Iteration 17Q: 3 clusters Score -1168137 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1168192.125000 Penalty: 3002.746338
	Iteration 18Q: 3 clusters Score -1168192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1168240.875000 Penalty: 3002.746338
	Iteration 19Q: 3 clusters Score -1168241 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1168276.125000 Penalty: 3002.746338
	Iteration 20F: 3 clusters Score -1168276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1168298.875000 Penalty: 3002.746338
	Iteration 21Q: 3 clusters Score -1168299 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1168323.500000 Penalty: 3002.746338
	Iteration 22Q: 3 clusters Score -1168324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1168344.875000 Penalty: 3002.746338
	Iteration 23Q: 3 clusters Score -1168345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1168360.375000 Penalty: 3002.746338
	Iteration 24Q: 3 clusters Score -1168360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1168370.375000 Penalty: 3002.746338
	Iteration 25Q: 3 clusters Score -1168370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1168375.875000 Penalty: 3002.746338
	Iteration 26Q: 3 clusters Score -1168376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1168380.125000 Penalty: 3002.746338
	Iteration 27Q: 3 clusters Score -1168380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1168386.375000 Penalty: 3002.746338
	Iteration 28Q: 3 clusters Score -1168386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1168393.125000 Penalty: 3002.746338
	Iteration 29Q: 3 clusters Score -1168393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1168403.125000 Penalty: 3002.746338
	Iteration 30Q: 3 clusters Score -1168403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1168413.375000 Penalty: 3002.746338
	Iteration 31Q: 3 clusters Score -1168413 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1168420.125000 Penalty: 3002.746338
	Iteration 32Q: 3 clusters Score -1168420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1168424.750000 Penalty: 3002.746338
	Iteration 33Q: 3 clusters Score -1168425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1168427.625000 Penalty: 3002.746338
	Iteration 34Q: 3 clusters Score -1168428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1168434.125000 Penalty: 3002.746338
	Iteration 35Q: 3 clusters Score -1168434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1168438.125000 Penalty: 3002.746338
	Iteration 36Q: 3 clusters Score -1168438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1168442.250000 Penalty: 3002.746338
	Iteration 37Q: 3 clusters Score -1168442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1168444.125000 Penalty: 3002.746338
	Iteration 38Q: 3 clusters Score -1168444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1168445.250000 Penalty: 3002.746338
	Iteration 39Q: 3 clusters Score -1168445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1168449.250000 Penalty: 3002.746338
	Iteration 40F: 3 clusters Score -1168449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1168450.625000 Penalty: 3002.746338
	Iteration 41Q: 3 clusters Score -1168451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1168452.875000 Penalty: 3002.746338
	Iteration 42Q: 3 clusters Score -1168453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1168454.375000 Penalty: 3002.746338
	Iteration 43Q: 3 clusters Score -1168454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1168456.375000 Penalty: 3002.746338
	Iteration 44Q: 3 clusters Score -1168456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1168458.375000 Penalty: 3002.746338
	Iteration 45Q: 3 clusters Score -1168458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1168459.875000 Penalty: 3002.746338
	Iteration 46Q: 3 clusters Score -1168460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1168461.000000 Penalty: 3002.746338
	Iteration 47Q: 3 clusters Score -1168461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1168461.000000 Penalty: 3002.746338
	Iteration 48F: 3 clusters Score -1168461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -192101.953125 Penalty: 1216.483521
	Iteration 0F: 2 clusters Score -192102 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 877 members 
Entering Unmasked Estep 
Score: -190159.062500 Penalty: 2432.967041
	Iteration 0F: 3 clusters Score -190159.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -190532.000000 Penalty: 2432.967041
	Iteration 1F: 3 clusters Score -190532 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -190643.218750 Penalty: 2432.967041
	Iteration 2F: 3 clusters Score -190643.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -190725.421875 Penalty: 2432.967041
	Iteration 3F: 3 clusters Score -190725.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -190806.812500 Penalty: 2432.967041
	Iteration 4Q: 3 clusters Score -190806.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -190889.031250 Penalty: 2432.967041
	Iteration 5Q: 3 clusters Score -190889 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -190979.984375 Penalty: 2432.967041
	Iteration 6Q: 3 clusters Score -190980 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -191070.718750 Penalty: 2432.967041
	Iteration 7Q: 3 clusters Score -191070.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -191194.265625 Penalty: 2432.967041
	Iteration 8Q: 3 clusters Score -191194.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -191367.843750 Penalty: 2432.967041
	Iteration 9Q: 3 clusters Score -191367.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -191546.328125 Penalty: 2432.967041
	Iteration 10F: 3 clusters Score -191546.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -191636.515625 Penalty: 2432.967041
	Iteration 11Q: 3 clusters Score -191636.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -191684.937500 Penalty: 2432.967041
	Iteration 12Q: 3 clusters Score -191684.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191717.718750 Penalty: 2432.967041
	Iteration 13Q: 3 clusters Score -191717.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -191738.921875 Penalty: 2432.967041
	Iteration 14Q: 3 clusters Score -191738.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -191753.734375 Penalty: 2432.967041
	Iteration 15Q: 3 clusters Score -191753.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -191759.109375 Penalty: 2432.967041
	Iteration 16Q: 3 clusters Score -191759.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -191765.734375 Penalty: 2432.967041
	Iteration 17Q: 3 clusters Score -191765.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -191770.046875 Penalty: 2432.967041
	Iteration 18Q: 3 clusters Score -191770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -191773.828125 Penalty: 2432.967041
	Iteration 19Q: 3 clusters Score -191773.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -191777.187500 Penalty: 2432.967041
	Iteration 20F: 3 clusters Score -191777.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -248565.593750 Penalty: 1254.791138
	Iteration 0F: 2 clusters Score -248565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -246291.765625 Penalty: 2509.582275
	Iteration 0F: 3 clusters Score -246291.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246822.500000 Penalty: 2509.582275
	Iteration 1F: 3 clusters Score -246822.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -246971.437500 Penalty: 2509.582275
	Iteration 2F: 3 clusters Score -246971.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -247063.187500 Penalty: 2509.582275
	Iteration 3F: 3 clusters Score -247063.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -247132.625000 Penalty: 2509.582275
	Iteration 4Q: 3 clusters Score -247132.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -247181.750000 Penalty: 2509.582275
	Iteration 5Q: 3 clusters Score -247181.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -247232.109375 Penalty: 2509.582275
	Iteration 6Q: 3 clusters Score -247232.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -247290.296875 Penalty: 2509.582275
	Iteration 7Q: 3 clusters Score -247290.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -247364.546875 Penalty: 2509.582275
	Iteration 8Q: 3 clusters Score -247364.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -247460.562500 Penalty: 2509.582275
	Iteration 9Q: 3 clusters Score -247460.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -247583.015625 Penalty: 2509.582275
	Iteration 10Q: 3 clusters Score -247583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -247704.984375 Penalty: 2509.582275
	Iteration 11Q: 3 clusters Score -247705 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -247797.218750 Penalty: 2509.582275
	Iteration 12Q: 3 clusters Score -247797.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -247841.968750 Penalty: 2509.582275
	Iteration 13Q: 3 clusters Score -247842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -247871.453125 Penalty: 2509.582275
	Iteration 14Q: 3 clusters Score -247871.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -247894.609375 Penalty: 2509.582275
	Iteration 15Q: 3 clusters Score -247894.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -247906.828125 Penalty: 2509.582275
	Iteration 16Q: 3 clusters Score -247906.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -247916.484375 Penalty: 2509.582275
	Iteration 17Q: 3 clusters Score -247916.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -247925.156250 Penalty: 2509.582275
	Iteration 18Q: 3 clusters Score -247925.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -247930.000000 Penalty: 2509.582275
	Iteration 19Q: 3 clusters Score -247930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -247937.296875 Penalty: 2509.582275
	Iteration 20F: 3 clusters Score -247937.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -247945.000000 Penalty: 2509.582275
	Iteration 21Q: 3 clusters Score -247945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -247949.562500 Penalty: 2509.582275
	Iteration 22Q: 3 clusters Score -247949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -247949.796875 Penalty: 2509.582275
	Iteration 23Q: 3 clusters Score -247949.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -247950.390625 Penalty: 2509.582275
	Iteration 24Q: 3 clusters Score -247950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -247950.593750 Penalty: 2509.582275
	Iteration 25Q: 3 clusters Score -247950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -247951.421875 Penalty: 2509.582275
	Iteration 26Q: 3 clusters Score -247951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -247951.421875 Penalty: 2509.582275
	Iteration 27F: 3 clusters Score -247951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -728986.312500 Penalty: 1422.832886
	Iteration 0F: 2 clusters Score -728986.3 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 3175 members 
Entering Unmasked Estep 
Score: -724122.250000 Penalty: 2845.665771
	Iteration 0F: 3 clusters Score -724122.2 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -725492.437500 Penalty: 2845.665771
	Iteration 1F: 3 clusters Score -725492.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -725671.125000 Penalty: 2845.665771
	Iteration 2F: 3 clusters Score -725671.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -725798.750000 Penalty: 2845.665771
	Iteration 3Q: 3 clusters Score -725798.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -725896.187500 Penalty: 2845.665771
	Iteration 4Q: 3 clusters Score -725896.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -725970.250000 Penalty: 2845.665771
	Iteration 5Q: 3 clusters Score -725970.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -726026.875000 Penalty: 2845.665771
	Iteration 6Q: 3 clusters Score -726026.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -726092.187500 Penalty: 2845.665771
	Iteration 7Q: 3 clusters Score -726092.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -726149.562500 Penalty: 2845.665771
	Iteration 8Q: 3 clusters Score -726149.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -726205.812500 Penalty: 2845.665771
	Iteration 9Q: 3 clusters Score -726205.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -726257.937500 Penalty: 2845.665771
	Iteration 10Q: 3 clusters Score -726257.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -726307.437500 Penalty: 2845.665771
	Iteration 11Q: 3 clusters Score -726307.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -726357.062500 Penalty: 2845.665771
	Iteration 12Q: 3 clusters Score -726357.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -726429.187500 Penalty: 2845.665771
	Iteration 13Q: 3 clusters Score -726429.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -726520.187500 Penalty: 2845.665771
	Iteration 14Q: 3 clusters Score -726520.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -726633.687500 Penalty: 2845.665771
	Iteration 15Q: 3 clusters Score -726633.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -726765.812500 Penalty: 2845.665771
	Iteration 16Q: 3 clusters Score -726765.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -726906.375000 Penalty: 2845.665771
	Iteration 17Q: 3 clusters Score -726906.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -727017.125000 Penalty: 2845.665771
	Iteration 18Q: 3 clusters Score -727017.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -727120.062500 Penalty: 2845.665771
	Iteration 19Q: 3 clusters Score -727120.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -727214.875000 Penalty: 2845.665771
	Iteration 20F: 3 clusters Score -727214.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -727283.437500 Penalty: 2845.665771
	Iteration 21Q: 3 clusters Score -727283.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -727344.062500 Penalty: 2845.665771
	Iteration 22Q: 3 clusters Score -727344.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -727406.437500 Penalty: 2845.665771
	Iteration 23Q: 3 clusters Score -727406.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -727463.187500 Penalty: 2845.665771
	Iteration 24Q: 3 clusters Score -727463.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -727510.625000 Penalty: 2845.665771
	Iteration 25Q: 3 clusters Score -727510.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -727552.875000 Penalty: 2845.665771
	Iteration 26Q: 3 clusters Score -727552.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -727579.750000 Penalty: 2845.665771
	Iteration 27Q: 3 clusters Score -727579.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -727602.562500 Penalty: 2845.665771
	Iteration 28Q: 3 clusters Score -727602.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -727619.812500 Penalty: 2845.665771
	Iteration 29Q: 3 clusters Score -727619.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -727632.750000 Penalty: 2845.665771
	Iteration 30Q: 3 clusters Score -727632.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -727645.812500 Penalty: 2845.665771
	Iteration 31Q: 3 clusters Score -727645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -727657.625000 Penalty: 2845.665771
	Iteration 32Q: 3 clusters Score -727657.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -727665.812500 Penalty: 2845.665771
	Iteration 33Q: 3 clusters Score -727665.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -727673.687500 Penalty: 2845.665771
	Iteration 34Q: 3 clusters Score -727673.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -727680.500000 Penalty: 2845.665771
	Iteration 35Q: 3 clusters Score -727680.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -727684.125000 Penalty: 2845.665771
	Iteration 36Q: 3 clusters Score -727684.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -727685.937500 Penalty: 2845.665771
	Iteration 37Q: 3 clusters Score -727685.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -727687.875000 Penalty: 2845.665771
	Iteration 38Q: 3 clusters Score -727687.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -727688.812500 Penalty: 2845.665771
	Iteration 39Q: 3 clusters Score -727688.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -727689.812500 Penalty: 2845.665771
	Iteration 40F: 3 clusters Score -727689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -727689.750000 Penalty: 2845.665771
	Iteration 41Q: 3 clusters Score -727689.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -727689.750000 Penalty: 2845.665771
	Iteration 42F: 3 clusters Score -727689.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -413376.250000 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -413376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -410266.625000 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -410266.6 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -411080.406250 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -411080.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -411219.812500 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -411219.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -411296.906250 Penalty: 2662.765137
	Iteration 3Q: 3 clusters Score -411296.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411346.062500 Penalty: 2662.765137
	Iteration 4Q: 3 clusters Score -411346.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -411392.093750 Penalty: 2662.765137
	Iteration 5Q: 3 clusters Score -411392.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -411445.593750 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -411445.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -411495.187500 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -411495.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -411538.625000 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -411538.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -411581.093750 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -411581.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -411639.093750 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -411639.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -411699.968750 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -411700 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -411762.781250 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -411762.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -411823.406250 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -411823.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -411885.750000 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -411885.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -411938.906250 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -411938.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -411986.875000 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -411986.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -412024.781250 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -412024.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -412061.843750 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -412061.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -412092.031250 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -412092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -412116.281250 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -412116.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -412139.281250 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -412139.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -412152.656250 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -412152.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -412161.000000 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -412161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -412174.437500 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -412174.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -412188.218750 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -412188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -412203.031250 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -412203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -412210.718750 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -412210.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -412222.625000 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -412222.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -412232.781250 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -412232.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -412239.718750 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -412239.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -412244.468750 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -412244.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -412254.843750 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -412254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -412266.750000 Penalty: 2662.765137
	Iteration 33Q: 3 clusters Score -412266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -412277.531250 Penalty: 2662.765137
	Iteration 34Q: 3 clusters Score -412277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -412282.906250 Penalty: 2662.765137
	Iteration 35Q: 3 clusters Score -412282.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -412287.468750 Penalty: 2662.765137
	Iteration 36Q: 3 clusters Score -412287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -412290.000000 Penalty: 2662.765137
	Iteration 37Q: 3 clusters Score -412290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -412290.156250 Penalty: 2662.765137
	Iteration 38Q: 3 clusters Score -412290.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -412290.156250 Penalty: 2662.765137
	Iteration 39F: 3 clusters Score -412290.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Entering Unmasked Estep 
Score: -1665375.625000 Penalty: 1556.092773
	Iteration 0F: 2 clusters Score -1665376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1655341.250000 Penalty: 3112.185547
	Iteration 0F: 3 clusters Score -1655341 nChanged 6309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1658697.375000 Penalty: 3112.185547
	Iteration 1F: 3 clusters Score -1658697 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1659008.250000 Penalty: 3112.185547
	Iteration 2F: 3 clusters Score -1659008 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1659341.000000 Penalty: 3112.185547
	Iteration 3F: 3 clusters Score -1659341 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1659716.500000 Penalty: 3112.185547
	Iteration 4F: 3 clusters Score -1659716 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1660137.750000 Penalty: 3112.185547
	Iteration 5F: 3 clusters Score -1660138 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1660634.250000 Penalty: 3112.185547
	Iteration 6F: 3 clusters Score -1660634 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1661166.125000 Penalty: 3112.185547
	Iteration 7F: 3 clusters Score -1661166 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1661720.625000 Penalty: 3112.185547
	Iteration 8F: 3 clusters Score -1661721 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1662215.500000 Penalty: 3112.185547
	Iteration 9Q: 3 clusters Score -1662216 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1662640.250000 Penalty: 3112.185547
	Iteration 10Q: 3 clusters Score -1662640 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12952 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1663033.625000 Penalty: 3112.185547
	Iteration 11Q: 3 clusters Score -1663034 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1663386.125000 Penalty: 3112.185547
	Iteration 12Q: 3 clusters Score -1663386 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1663662.125000 Penalty: 3112.185547
	Iteration 13Q: 3 clusters Score -1663662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1663840.125000 Penalty: 3112.185547
	Iteration 14Q: 3 clusters Score -1663840 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1663941.500000 Penalty: 3112.185547
	Iteration 15Q: 3 clusters Score -1663942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1663995.125000 Penalty: 3112.185547
	Iteration 16Q: 3 clusters Score -1663995 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1664034.125000 Penalty: 3112.185547
	Iteration 17Q: 3 clusters Score -1664034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1664057.375000 Penalty: 3112.185547
	Iteration 18Q: 3 clusters Score -1664057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1664073.000000 Penalty: 3112.185547
	Iteration 19Q: 3 clusters Score -1664073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1664078.625000 Penalty: 3112.185547
	Iteration 20F: 3 clusters Score -1664079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1664085.000000 Penalty: 3112.185547
	Iteration 21Q: 3 clusters Score -1664085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1664088.125000 Penalty: 3112.185547
	Iteration 22Q: 3 clusters Score -1664088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1664096.750000 Penalty: 3112.185547
	Iteration 23Q: 3 clusters Score -1664097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1664100.250000 Penalty: 3112.185547
	Iteration 24Q: 3 clusters Score -1664100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1664098.875000 Penalty: 3112.185547
	Iteration 25Q: 3 clusters Score -1664099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1664102.625000 Penalty: 3112.185547
	Iteration 26Q: 3 clusters Score -1664103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1664099.875000 Penalty: 3112.185547
	Iteration 27Q: 3 clusters Score -1664100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1664101.875000 Penalty: 3112.185547
	Iteration 28Q: 3 clusters Score -1664102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1664101.875000 Penalty: 3112.185547
	Iteration 29F: 3 clusters Score -1664102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Entering Unmasked Estep 
Score: -1863070.375000 Penalty: 1575.675293
	Iteration 0F: 2 clusters Score -1863070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1852013.375000 Penalty: 3151.350586
	Iteration 0F: 3 clusters Score -1852013 nChanged 7179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1855936.250000 Penalty: 3151.350586
	Iteration 1F: 3 clusters Score -1855936 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1856452.625000 Penalty: 3151.350586
	Iteration 2F: 3 clusters Score -1856453 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1856930.750000 Penalty: 3151.350586
	Iteration 3F: 3 clusters Score -1856931 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1857422.250000 Penalty: 3151.350586
	Iteration 4F: 3 clusters Score -1857422 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1857977.375000 Penalty: 3151.350586
	Iteration 5F: 3 clusters Score -1857977 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1858661.375000 Penalty: 3151.350586
	Iteration 6F: 3 clusters Score -1858661 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1859456.750000 Penalty: 3151.350586
	Iteration 7F: 3 clusters Score -1859457 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1860204.125000 Penalty: 3151.350586
	Iteration 8F: 3 clusters Score -1860204 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1860728.500000 Penalty: 3151.350586
	Iteration 9Q: 3 clusters Score -1860728 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1861055.125000 Penalty: 3151.350586
	Iteration 10Q: 3 clusters Score -1861055 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1861232.375000 Penalty: 3151.350586
	Iteration 11Q: 3 clusters Score -1861232 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1861317.750000 Penalty: 3151.350586
	Iteration 12Q: 3 clusters Score -1861318 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1861357.375000 Penalty: 3151.350586
	Iteration 13Q: 3 clusters Score -1861357 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1861386.500000 Penalty: 3151.350586
	Iteration 14Q: 3 clusters Score -1861386 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1861420.625000 Penalty: 3151.350586
	Iteration 15Q: 3 clusters Score -1861421 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1861441.375000 Penalty: 3151.350586
	Iteration 16Q: 3 clusters Score -1861441 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1861451.000000 Penalty: 3151.350586
	Iteration 17Q: 3 clusters Score -1861451 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1861470.625000 Penalty: 3151.350586
	Iteration 18Q: 3 clusters Score -1861471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1861480.875000 Penalty: 3151.350586
	Iteration 19Q: 3 clusters Score -1861481 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1861490.750000 Penalty: 3151.350586
	Iteration 20F: 3 clusters Score -1861491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1861499.375000 Penalty: 3151.350586
	Iteration 21Q: 3 clusters Score -1861499 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1861504.875000 Penalty: 3151.350586
	Iteration 22Q: 3 clusters Score -1861505 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1861516.375000 Penalty: 3151.350586
	Iteration 23Q: 3 clusters Score -1861516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1861523.375000 Penalty: 3151.350586
	Iteration 24Q: 3 clusters Score -1861523 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1861521.250000 Penalty: 3151.350586
	Iteration 25Q: 3 clusters Score -1861521 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1861518.250000 Penalty: 3151.350586
	Iteration 26Q: 3 clusters Score -1861518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1861524.875000 Penalty: 3151.350586
	Iteration 27Q: 3 clusters Score -1861525 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1861527.125000 Penalty: 3151.350586
	Iteration 28Q: 3 clusters Score -1861527 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1861528.500000 Penalty: 3151.350586
	Iteration 29Q: 3 clusters Score -1861528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1861531.125000 Penalty: 3151.350586
	Iteration 30Q: 3 clusters Score -1861531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1861538.750000 Penalty: 3151.350586
	Iteration 31Q: 3 clusters Score -1861539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1861535.375000 Penalty: 3151.350586
	Iteration 32Q: 3 clusters Score -1861535 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1861533.125000 Penalty: 3151.350586
	Iteration 33Q: 3 clusters Score -1861533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1861536.125000 Penalty: 3151.350586
	Iteration 34Q: 3 clusters Score -1861536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1861539.000000 Penalty: 3151.350586
	Iteration 35Q: 3 clusters Score -1861539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1861537.625000 Penalty: 3151.350586
	Iteration 36Q: 3 clusters Score -1861538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1861538.750000 Penalty: 3151.350586
	Iteration 37Q: 3 clusters Score -1861539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1861538.250000 Penalty: 3151.350586
	Iteration 38Q: 3 clusters Score -1861538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1861543.125000 Penalty: 3151.350586
	Iteration 39Q: 3 clusters Score -1861543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1861547.875000 Penalty: 3151.350586
	Iteration 40F: 3 clusters Score -1861548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1861544.625000 Penalty: 3151.350586
	Iteration 41Q: 3 clusters Score -1861545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1861548.125000 Penalty: 3151.350586
	Iteration 42Q: 3 clusters Score -1861548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1861544.750000 Penalty: 3151.350586
	Iteration 43Q: 3 clusters Score -1861545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1861550.625000 Penalty: 3151.350586
	Iteration 44Q: 3 clusters Score -1861551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1861552.000000 Penalty: 3151.350586
	Iteration 45Q: 3 clusters Score -1861552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1861552.750000 Penalty: 3151.350586
	Iteration 46Q: 3 clusters Score -1861553 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1861555.250000 Penalty: 3151.350586
	Iteration 47Q: 3 clusters Score -1861555 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1861554.500000 Penalty: 3151.350586
	Iteration 48Q: 3 clusters Score -1861554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1861556.750000 Penalty: 3151.350586
	Iteration 49Q: 3 clusters Score -1861557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1861556.500000 Penalty: 3151.350586
	Iteration 50Q: 3 clusters Score -1861556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1861558.250000 Penalty: 3151.350586
	Iteration 51Q: 3 clusters Score -1861558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1861558.125000 Penalty: 3151.350586
	Iteration 52Q: 3 clusters Score -1861558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1861561.000000 Penalty: 3151.350586
	Iteration 53Q: 3 clusters Score -1861561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1861562.375000 Penalty: 3151.350586
	Iteration 54Q: 3 clusters Score -1861562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1861561.875000 Penalty: 3151.350586
	Iteration 55Q: 3 clusters Score -1861562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1861562.000000 Penalty: 3151.350586
	Iteration 56Q: 3 clusters Score -1861562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1861565.625000 Penalty: 3151.350586
	Iteration 57Q: 3 clusters Score -1861566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1861566.125000 Penalty: 3151.350586
	Iteration 58Q: 3 clusters Score -1861566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1861570.000000 Penalty: 3151.350586
	Iteration 59Q: 3 clusters Score -1861570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1861570.000000 Penalty: 3151.350586
	Iteration 60F: 3 clusters Score -1861570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -1861573.375000 Penalty: 3151.350586
	Iteration 61Q: 3 clusters Score -1861573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1861572.875000 Penalty: 3151.350586
	Iteration 62Q: 3 clusters Score -1861573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1861574.125000 Penalty: 3151.350586
	Iteration 63Q: 3 clusters Score -1861574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -1861574.250000 Penalty: 3151.350586
	Iteration 64Q: 3 clusters Score -1861574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1861574.375000 Penalty: 3151.350586
	Iteration 65Q: 3 clusters Score -1861574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1861579.625000 Penalty: 3151.350586
	Iteration 66Q: 3 clusters Score -1861580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1861580.250000 Penalty: 3151.350586
	Iteration 67Q: 3 clusters Score -1861580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1861586.500000 Penalty: 3151.350586
	Iteration 68Q: 3 clusters Score -1861586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1861593.750000 Penalty: 3151.350586
	Iteration 69Q: 3 clusters Score -1861594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1861593.500000 Penalty: 3151.350586
	Iteration 70Q: 3 clusters Score -1861594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1861597.750000 Penalty: 3151.350586
	Iteration 71Q: 3 clusters Score -1861598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1861600.000000 Penalty: 3151.350586
	Iteration 72Q: 3 clusters Score -1861600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1861601.250000 Penalty: 3151.350586
	Iteration 73Q: 3 clusters Score -1861601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1861597.875000 Penalty: 3151.350586
	Iteration 74Q: 3 clusters Score -1861598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1861596.000000 Penalty: 3151.350586
	Iteration 75Q: 3 clusters Score -1861596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1861599.125000 Penalty: 3151.350586
	Iteration 76Q: 3 clusters Score -1861599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1861596.000000 Penalty: 3151.350586
	Iteration 77Q: 3 clusters Score -1861596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1861602.000000 Penalty: 3151.350586
	Iteration 78Q: 3 clusters Score -1861602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1861604.875000 Penalty: 3151.350586
	Iteration 79Q: 3 clusters Score -1861605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1861607.875000 Penalty: 3151.350586
	Iteration 80F: 3 clusters Score -1861608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1861610.375000 Penalty: 3151.350586
	Iteration 81Q: 3 clusters Score -1861610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1861609.500000 Penalty: 3151.350586
	Iteration 82Q: 3 clusters Score -1861610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1861610.625000 Penalty: 3151.350586
	Iteration 83Q: 3 clusters Score -1861611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1861608.375000 Penalty: 3151.350586
	Iteration 84Q: 3 clusters Score -1861608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1861618.000000 Penalty: 3151.350586
	Iteration 85Q: 3 clusters Score -1861618 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1861621.000000 Penalty: 3151.350586
	Iteration 86Q: 3 clusters Score -1861621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1861623.375000 Penalty: 3151.350586
	Iteration 87Q: 3 clusters Score -1861623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1861626.500000 Penalty: 3151.350586
	Iteration 88Q: 3 clusters Score -1861626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1861625.500000 Penalty: 3151.350586
	Iteration 89Q: 3 clusters Score -1861626 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1861627.125000 Penalty: 3151.350586
	Iteration 90Q: 3 clusters Score -1861627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1861625.625000 Penalty: 3151.350586
	Iteration 91Q: 3 clusters Score -1861626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1861630.375000 Penalty: 3151.350586
	Iteration 92Q: 3 clusters Score -1861630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1861629.250000 Penalty: 3151.350586
	Iteration 93Q: 3 clusters Score -1861629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1861635.375000 Penalty: 3151.350586
	Iteration 94Q: 3 clusters Score -1861635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1861635.750000 Penalty: 3151.350586
	Iteration 95Q: 3 clusters Score -1861636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1861632.125000 Penalty: 3151.350586
	Iteration 96Q: 3 clusters Score -1861632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1861632.125000 Penalty: 3151.350586
	Iteration 97Q: 3 clusters Score -1861632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1861633.125000 Penalty: 3151.350586
	Iteration 98Q: 3 clusters Score -1861633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1861635.250000 Penalty: 3151.350586
	Iteration 99Q: 3 clusters Score -1861635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1861632.000000 Penalty: 3151.350586
	Iteration 100F: 3 clusters Score -1861632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1861632.875000 Penalty: 3151.350586
	Iteration 101Q: 3 clusters Score -1861633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1861632.000000 Penalty: 3151.350586
	Iteration 102Q: 3 clusters Score -1861632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1861636.250000 Penalty: 3151.350586
	Iteration 103Q: 3 clusters Score -1861636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1861637.250000 Penalty: 3151.350586
	Iteration 104Q: 3 clusters Score -1861637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1861636.625000 Penalty: 3151.350586
	Iteration 105Q: 3 clusters Score -1861637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1861633.625000 Penalty: 3151.350586
	Iteration 106Q: 3 clusters Score -1861634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1861636.250000 Penalty: 3151.350586
	Iteration 107Q: 3 clusters Score -1861636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1861633.750000 Penalty: 3151.350586
	Iteration 108Q: 3 clusters Score -1861634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1861633.750000 Penalty: 3151.350586
	Iteration 109F: 3 clusters Score -1861634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -174473.140625 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -174473.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -172650.156250 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -172650.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -173056.140625 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -173056.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -173170.218750 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -173170.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -173230.968750 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -173231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -173273.984375 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -173274 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -173305.234375 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -173305.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -173335.937500 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -173335.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -173364.015625 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -173364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -173396.734375 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -173396.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -173429.187500 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -173429.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -173461.890625 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -173461.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -173488.546875 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -173488.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -173511.406250 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -173511.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -173539.890625 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -173539.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -173565.187500 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -173565.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -173589.937500 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -173589.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -173600.578125 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -173600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -173610.015625 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -173610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -173614.937500 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -173614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -173619.296875 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -173619.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -173622.234375 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -173622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -173624.734375 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -173624.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -173624.953125 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -173625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -173624.953125 Penalty: 2392.859619
	Iteration 23F: 3 clusters Score -173625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -146483.656250 Penalty: 1164.894287
	Iteration 0F: 2 clusters Score -146483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -144846.234375 Penalty: 2329.788574
	Iteration 0F: 3 clusters Score -144846.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -145144.031250 Penalty: 2329.788574
	Iteration 1F: 3 clusters Score -145144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -145217.781250 Penalty: 2329.788574
	Iteration 2F: 3 clusters Score -145217.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -145263.453125 Penalty: 2329.788574
	Iteration 3Q: 3 clusters Score -145263.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -145282.906250 Penalty: 2329.788574
	Iteration 4Q: 3 clusters Score -145282.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -145294.031250 Penalty: 2329.788574
	Iteration 5Q: 3 clusters Score -145294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -145299.562500 Penalty: 2329.788574
	Iteration 6Q: 3 clusters Score -145299.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -145304.625000 Penalty: 2329.788574
	Iteration 7Q: 3 clusters Score -145304.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -145308.781250 Penalty: 2329.788574
	Iteration 8Q: 3 clusters Score -145308.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145312.140625 Penalty: 2329.788574
	Iteration 9Q: 3 clusters Score -145312.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145317.546875 Penalty: 2329.788574
	Iteration 10Q: 3 clusters Score -145317.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145319.062500 Penalty: 2329.788574
	Iteration 11Q: 3 clusters Score -145319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145321.359375 Penalty: 2329.788574
	Iteration 12Q: 3 clusters Score -145321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145322.531250 Penalty: 2329.788574
	Iteration 13Q: 3 clusters Score -145322.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145322.750000 Penalty: 2329.788574
	Iteration 14Q: 3 clusters Score -145322.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -145323.593750 Penalty: 2329.788574
	Iteration 15Q: 3 clusters Score -145323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145323.875000 Penalty: 2329.788574
	Iteration 16Q: 3 clusters Score -145323.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145325.906250 Penalty: 2329.788574
	Iteration 17Q: 3 clusters Score -145325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -145327.171875 Penalty: 2329.788574
	Iteration 18Q: 3 clusters Score -145327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145328.000000 Penalty: 2329.788574
	Iteration 19Q: 3 clusters Score -145328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -145328.812500 Penalty: 2329.788574
	Iteration 20F: 3 clusters Score -145328.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145329.328125 Penalty: 2329.788574
	Iteration 21Q: 3 clusters Score -145329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -145329.328125 Penalty: 2329.788574
	Iteration 22F: 3 clusters Score -145329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -494955.218750 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -494955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -491371.843750 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -491371.8 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -492353.468750 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -492353.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -492526.156250 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -492526.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -492655.562500 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -492655.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -492753.687500 Penalty: 2723.350342
	Iteration 4Q: 3 clusters Score -492753.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -492834.812500 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -492834.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -492926.500000 Penalty: 2723.350342
	Iteration 6Q: 3 clusters Score -492926.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -493027.781250 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -493027.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -493130.250000 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -493130.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -493229.031250 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -493229 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -493301.562500 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -493301.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -493376.781250 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -493376.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -493472.750000 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -493472.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -493567.468750 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -493567.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -493671.375000 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -493671.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -493761.843750 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -493761.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -493844.968750 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -493845 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -493897.937500 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -493897.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -493955.593750 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -493955.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -494004.593750 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -494004.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -494043.406250 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -494043.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -494077.781250 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -494077.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -494102.812500 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -494102.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -494136.812500 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -494136.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -494167.343750 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -494167.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -494202.093750 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -494202.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -494221.687500 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -494221.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -494238.562500 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -494238.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -494253.812500 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -494253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -494264.687500 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -494264.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -494272.906250 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -494272.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -494280.906250 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -494280.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -494294.750000 Penalty: 2723.350342
	Iteration 32Q: 3 clusters Score -494294.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -494298.468750 Penalty: 2723.350342
	Iteration 33Q: 3 clusters Score -494298.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -494300.750000 Penalty: 2723.350342
	Iteration 34Q: 3 clusters Score -494300.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -494303.156250 Penalty: 2723.350342
	Iteration 35Q: 3 clusters Score -494303.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -494304.375000 Penalty: 2723.350342
	Iteration 36Q: 3 clusters Score -494304.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -494304.531250 Penalty: 2723.350342
	Iteration 37Q: 3 clusters Score -494304.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -494304.531250 Penalty: 2723.350342
	Iteration 38F: 3 clusters Score -494304.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -530816.562500 Penalty: 1369.573364
	Iteration 0F: 2 clusters Score -530816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -527099.687500 Penalty: 2739.146729
	Iteration 0F: 3 clusters Score -527099.7 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -528092.437500 Penalty: 2739.146729
	Iteration 1F: 3 clusters Score -528092.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -528241.812500 Penalty: 2739.146729
	Iteration 2F: 3 clusters Score -528241.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -528322.750000 Penalty: 2739.146729
	Iteration 3Q: 3 clusters Score -528322.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -528397.500000 Penalty: 2739.146729
	Iteration 4Q: 3 clusters Score -528397.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -528466.687500 Penalty: 2739.146729
	Iteration 5Q: 3 clusters Score -528466.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -528520.625000 Penalty: 2739.146729
	Iteration 6Q: 3 clusters Score -528520.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -528566.437500 Penalty: 2739.146729
	Iteration 7Q: 3 clusters Score -528566.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -528621.125000 Penalty: 2739.146729
	Iteration 8Q: 3 clusters Score -528621.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -528673.812500 Penalty: 2739.146729
	Iteration 9Q: 3 clusters Score -528673.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -528728.562500 Penalty: 2739.146729
	Iteration 10Q: 3 clusters Score -528728.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -528783.500000 Penalty: 2739.146729
	Iteration 11Q: 3 clusters Score -528783.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -528844.312500 Penalty: 2739.146729
	Iteration 12Q: 3 clusters Score -528844.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -528926.125000 Penalty: 2739.146729
	Iteration 13Q: 3 clusters Score -528926.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -529019.625000 Penalty: 2739.146729
	Iteration 14Q: 3 clusters Score -529019.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -529115.125000 Penalty: 2739.146729
	Iteration 15Q: 3 clusters Score -529115.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -529196.125000 Penalty: 2739.146729
	Iteration 16Q: 3 clusters Score -529196.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -529272.437500 Penalty: 2739.146729
	Iteration 17Q: 3 clusters Score -529272.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -529341.812500 Penalty: 2739.146729
	Iteration 18Q: 3 clusters Score -529341.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -529416.312500 Penalty: 2739.146729
	Iteration 19Q: 3 clusters Score -529416.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -529476.125000 Penalty: 2739.146729
	Iteration 20F: 3 clusters Score -529476.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -529525.125000 Penalty: 2739.146729
	Iteration 21Q: 3 clusters Score -529525.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -529554.312500 Penalty: 2739.146729
	Iteration 22Q: 3 clusters Score -529554.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -529571.812500 Penalty: 2739.146729
	Iteration 23Q: 3 clusters Score -529571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -529592.625000 Penalty: 2739.146729
	Iteration 24Q: 3 clusters Score -529592.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -529610.250000 Penalty: 2739.146729
	Iteration 25Q: 3 clusters Score -529610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -529621.062500 Penalty: 2739.146729
	Iteration 26Q: 3 clusters Score -529621.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -529625.312500 Penalty: 2739.146729
	Iteration 27Q: 3 clusters Score -529625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -529628.062500 Penalty: 2739.146729
	Iteration 28Q: 3 clusters Score -529628.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -529633.687500 Penalty: 2739.146729
	Iteration 29Q: 3 clusters Score -529633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -529636.812500 Penalty: 2739.146729
	Iteration 30Q: 3 clusters Score -529636.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -529641.062500 Penalty: 2739.146729
	Iteration 31Q: 3 clusters Score -529641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -529646.562500 Penalty: 2739.146729
	Iteration 32Q: 3 clusters Score -529646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -529650.250000 Penalty: 2739.146729
	Iteration 33Q: 3 clusters Score -529650.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -529651.125000 Penalty: 2739.146729
	Iteration 34Q: 3 clusters Score -529651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -529651.625000 Penalty: 2739.146729
	Iteration 35Q: 3 clusters Score -529651.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -529651.625000 Penalty: 2739.146729
	Iteration 36F: 3 clusters Score -529651.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -324211.187500 Penalty: 1310.605713
	Iteration 0F: 2 clusters Score -324211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -321426.937500 Penalty: 2621.211426
	Iteration 0F: 3 clusters Score -321426.9 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322250.343750 Penalty: 2621.211426
	Iteration 1F: 3 clusters Score -322250.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322456.125000 Penalty: 2621.211426
	Iteration 2F: 3 clusters Score -322456.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -322614.812500 Penalty: 2621.211426
	Iteration 3F: 3 clusters Score -322614.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -322722.968750 Penalty: 2621.211426
	Iteration 4Q: 3 clusters Score -322723 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -322804.375000 Penalty: 2621.211426
	Iteration 5Q: 3 clusters Score -322804.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -322883.000000 Penalty: 2621.211426
	Iteration 6Q: 3 clusters Score -322883 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -322949.156250 Penalty: 2621.211426
	Iteration 7Q: 3 clusters Score -322949.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -322997.656250 Penalty: 2621.211426
	Iteration 8Q: 3 clusters Score -322997.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -323024.750000 Penalty: 2621.211426
	Iteration 9Q: 3 clusters Score -323024.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -323050.062500 Penalty: 2621.211426
	Iteration 10Q: 3 clusters Score -323050.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -323076.281250 Penalty: 2621.211426
	Iteration 11Q: 3 clusters Score -323076.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -323092.218750 Penalty: 2621.211426
	Iteration 12Q: 3 clusters Score -323092.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -323106.687500 Penalty: 2621.211426
	Iteration 13Q: 3 clusters Score -323106.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -323116.656250 Penalty: 2621.211426
	Iteration 14Q: 3 clusters Score -323116.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -323123.281250 Penalty: 2621.211426
	Iteration 15Q: 3 clusters Score -323123.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -323127.687500 Penalty: 2621.211426
	Iteration 16Q: 3 clusters Score -323127.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -323131.062500 Penalty: 2621.211426
	Iteration 17Q: 3 clusters Score -323131.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -323133.500000 Penalty: 2621.211426
	Iteration 18Q: 3 clusters Score -323133.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -323133.500000 Penalty: 2621.211426
	Iteration 19F: 3 clusters Score -323133.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1345432.000000 Penalty: 1525.343140
	Iteration 0F: 2 clusters Score -1345432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1337021.625000 Penalty: 3050.686279
	Iteration 0F: 3 clusters Score -1337022 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1339862.625000 Penalty: 3050.686279
	Iteration 1F: 3 clusters Score -1339863 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1340151.000000 Penalty: 3050.686279
	Iteration 2F: 3 clusters Score -1340151 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1340404.500000 Penalty: 3050.686279
	Iteration 3Q: 3 clusters Score -1340404 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1340625.125000 Penalty: 3050.686279
	Iteration 4Q: 3 clusters Score -1340625 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1340821.375000 Penalty: 3050.686279
	Iteration 5Q: 3 clusters Score -1340821 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1341058.000000 Penalty: 3050.686279
	Iteration 6Q: 3 clusters Score -1341058 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1341301.500000 Penalty: 3050.686279
	Iteration 7Q: 3 clusters Score -1341302 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1341584.250000 Penalty: 3050.686279
	Iteration 8Q: 3 clusters Score -1341584 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1341893.500000 Penalty: 3050.686279
	Iteration 9Q: 3 clusters Score -1341894 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1342194.875000 Penalty: 3050.686279
	Iteration 10Q: 3 clusters Score -1342195 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1342505.000000 Penalty: 3050.686279
	Iteration 11Q: 3 clusters Score -1342505 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1342769.250000 Penalty: 3050.686279
	Iteration 12Q: 3 clusters Score -1342769 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1343003.000000 Penalty: 3050.686279
	Iteration 13Q: 3 clusters Score -1343003 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1343215.000000 Penalty: 3050.686279
	Iteration 14Q: 3 clusters Score -1343215 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1343402.375000 Penalty: 3050.686279
	Iteration 15Q: 3 clusters Score -1343402 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1343596.625000 Penalty: 3050.686279
	Iteration 16Q: 3 clusters Score -1343597 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1343778.625000 Penalty: 3050.686279
	Iteration 17Q: 3 clusters Score -1343779 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1343965.000000 Penalty: 3050.686279
	Iteration 18Q: 3 clusters Score -1343965 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1344141.000000 Penalty: 3050.686279
	Iteration 19Q: 3 clusters Score -1344141 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1344242.000000 Penalty: 3050.686279
	Iteration 20F: 3 clusters Score -1344242 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1344303.125000 Penalty: 3050.686279
	Iteration 21Q: 3 clusters Score -1344303 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1344361.875000 Penalty: 3050.686279
	Iteration 22Q: 3 clusters Score -1344362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1344388.875000 Penalty: 3050.686279
	Iteration 23Q: 3 clusters Score -1344389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1344419.625000 Penalty: 3050.686279
	Iteration 24Q: 3 clusters Score -1344420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1344449.250000 Penalty: 3050.686279
	Iteration 25Q: 3 clusters Score -1344449 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1344476.125000 Penalty: 3050.686279
	Iteration 26Q: 3 clusters Score -1344476 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1344492.375000 Penalty: 3050.686279
	Iteration 27Q: 3 clusters Score -1344492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1344514.000000 Penalty: 3050.686279
	Iteration 28Q: 3 clusters Score -1344514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1344520.875000 Penalty: 3050.686279
	Iteration 29Q: 3 clusters Score -1344521 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1344525.250000 Penalty: 3050.686279
	Iteration 30Q: 3 clusters Score -1344525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1344535.250000 Penalty: 3050.686279
	Iteration 31Q: 3 clusters Score -1344535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1344540.500000 Penalty: 3050.686279
	Iteration 32Q: 3 clusters Score -1344540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1344544.375000 Penalty: 3050.686279
	Iteration 33Q: 3 clusters Score -1344544 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1344541.750000 Penalty: 3050.686279
	Iteration 34Q: 3 clusters Score -1344542 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1344549.500000 Penalty: 3050.686279
	Iteration 35Q: 3 clusters Score -1344550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1344551.500000 Penalty: 3050.686279
	Iteration 36Q: 3 clusters Score -1344552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1344553.000000 Penalty: 3050.686279
	Iteration 37Q: 3 clusters Score -1344553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -1344552.625000 Penalty: 3050.686279
	Iteration 38Q: 3 clusters Score -1344553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1344555.500000 Penalty: 3050.686279
	Iteration 39Q: 3 clusters Score -1344556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1344556.375000 Penalty: 3050.686279
	Iteration 40F: 3 clusters Score -1344556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1344553.250000 Penalty: 3050.686279
	Iteration 41Q: 3 clusters Score -1344553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1344551.500000 Penalty: 3050.686279
	Iteration 42Q: 3 clusters Score -1344552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1344553.000000 Penalty: 3050.686279
	Iteration 43Q: 3 clusters Score -1344553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1344553.000000 Penalty: 3050.686279
	Iteration 44F: 3 clusters Score -1344553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -188241.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -188241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186363.359375 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -186363.4 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -186861.875000 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -186861.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -187174.703125 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -187174.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -187459.890625 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -187459.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -187661.859375 Penalty: 2421.653564
	Iteration 4F: 3 clusters Score -187661.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -187747.500000 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -187747.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -187778.921875 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -187778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -187791.578125 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -187791.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -187796.187500 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -187796.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -187799.421875 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -187799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -187801.078125 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -187801.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -187803.312500 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -187803.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -187806.468750 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -187806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -187806.468750 Penalty: 2421.653564
	Iteration 13F: 3 clusters Score -187806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Entering Unmasked Estep 
Score: -778561.312500 Penalty: 1430.091919
	Iteration 0F: 2 clusters Score -778561.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -773533.875000 Penalty: 2860.183838
	Iteration 0F: 3 clusters Score -773533.9 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -775031.062500 Penalty: 2860.183838
	Iteration 1F: 3 clusters Score -775031.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -775268.750000 Penalty: 2860.183838
	Iteration 2F: 3 clusters Score -775268.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -775467.375000 Penalty: 2860.183838
	Iteration 3F: 3 clusters Score -775467.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -775646.687500 Penalty: 2860.183838
	Iteration 4F: 3 clusters Score -775646.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -775853.750000 Penalty: 2860.183838
	Iteration 5F: 3 clusters Score -775853.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -776075.750000 Penalty: 2860.183838
	Iteration 6Q: 3 clusters Score -776075.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -776328.750000 Penalty: 2860.183838
	Iteration 7F: 3 clusters Score -776328.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -776560.375000 Penalty: 2860.183838
	Iteration 8F: 3 clusters Score -776560.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -776746.437500 Penalty: 2860.183838
	Iteration 9Q: 3 clusters Score -776746.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -776907.562500 Penalty: 2860.183838
	Iteration 10Q: 3 clusters Score -776907.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -777025.375000 Penalty: 2860.183838
	Iteration 11Q: 3 clusters Score -777025.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -777109.375000 Penalty: 2860.183838
	Iteration 12Q: 3 clusters Score -777109.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -777183.750000 Penalty: 2860.183838
	Iteration 13Q: 3 clusters Score -777183.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -777233.312500 Penalty: 2860.183838
	Iteration 14Q: 3 clusters Score -777233.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -777264.812500 Penalty: 2860.183838
	Iteration 15Q: 3 clusters Score -777264.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -777283.750000 Penalty: 2860.183838
	Iteration 16Q: 3 clusters Score -777283.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -777306.500000 Penalty: 2860.183838
	Iteration 17Q: 3 clusters Score -777306.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -777325.875000 Penalty: 2860.183838
	Iteration 18Q: 3 clusters Score -777325.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -777347.562500 Penalty: 2860.183838
	Iteration 19Q: 3 clusters Score -777347.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -777362.187500 Penalty: 2860.183838
	Iteration 20F: 3 clusters Score -777362.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -777374.250000 Penalty: 2860.183838
	Iteration 21Q: 3 clusters Score -777374.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -777379.000000 Penalty: 2860.183838
	Iteration 22Q: 3 clusters Score -777379 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -777382.875000 Penalty: 2860.183838
	Iteration 23Q: 3 clusters Score -777382.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -777384.687500 Penalty: 2860.183838
	Iteration 24Q: 3 clusters Score -777384.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -777387.187500 Penalty: 2860.183838
	Iteration 25Q: 3 clusters Score -777387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -777392.500000 Penalty: 2860.183838
	Iteration 26Q: 3 clusters Score -777392.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -777392.750000 Penalty: 2860.183838
	Iteration 27Q: 3 clusters Score -777392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -777394.562500 Penalty: 2860.183838
	Iteration 28Q: 3 clusters Score -777394.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -777393.687500 Penalty: 2860.183838
	Iteration 29Q: 3 clusters Score -777393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -777395.625000 Penalty: 2860.183838
	Iteration 30Q: 3 clusters Score -777395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -777397.375000 Penalty: 2860.183838
	Iteration 31Q: 3 clusters Score -777397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -777397.000000 Penalty: 2860.183838
	Iteration 32Q: 3 clusters Score -777397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -777397.000000 Penalty: 2860.183838
	Iteration 33F: 3 clusters Score -777397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -377233.562500 Penalty: 1320.511230
	Iteration 0F: 2 clusters Score -377233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -374291.031250 Penalty: 2641.022461
	Iteration 0F: 3 clusters Score -374291 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -375023.875000 Penalty: 2641.022461
	Iteration 1F: 3 clusters Score -375023.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -375172.187500 Penalty: 2641.022461
	Iteration 2F: 3 clusters Score -375172.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -375293.906250 Penalty: 2641.022461
	Iteration 3F: 3 clusters Score -375293.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -375427.406250 Penalty: 2641.022461
	Iteration 4Q: 3 clusters Score -375427.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -375557.937500 Penalty: 2641.022461
	Iteration 5Q: 3 clusters Score -375557.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -375685.781250 Penalty: 2641.022461
	Iteration 6Q: 3 clusters Score -375685.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -375814.937500 Penalty: 2641.022461
	Iteration 7Q: 3 clusters Score -375814.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -375931.000000 Penalty: 2641.022461
	Iteration 8Q: 3 clusters Score -375931 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -376071.687500 Penalty: 2641.022461
	Iteration 9Q: 3 clusters Score -376071.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -376241.406250 Penalty: 2641.022461
	Iteration 10Q: 3 clusters Score -376241.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -376413.750000 Penalty: 2641.022461
	Iteration 11Q: 3 clusters Score -376413.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -376621.968750 Penalty: 2641.022461
	Iteration 12Q: 3 clusters Score -376622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -376823.781250 Penalty: 2641.022461
	Iteration 13Q: 3 clusters Score -376823.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -376927.375000 Penalty: 2641.022461
	Iteration 14Q: 3 clusters Score -376927.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -376994.250000 Penalty: 2641.022461
	Iteration 15Q: 3 clusters Score -376994.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -377033.812500 Penalty: 2641.022461
	Iteration 16Q: 3 clusters Score -377033.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -377053.187500 Penalty: 2641.022461
	Iteration 17Q: 3 clusters Score -377053.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -377068.625000 Penalty: 2641.022461
	Iteration 18Q: 3 clusters Score -377068.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -377079.406250 Penalty: 2641.022461
	Iteration 19Q: 3 clusters Score -377079.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -377089.687500 Penalty: 2641.022461
	Iteration 20F: 3 clusters Score -377089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -377094.156250 Penalty: 2641.022461
	Iteration 21Q: 3 clusters Score -377094.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -377095.968750 Penalty: 2641.022461
	Iteration 22Q: 3 clusters Score -377096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -377096.312500 Penalty: 2641.022461
	Iteration 23Q: 3 clusters Score -377096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -377096.312500 Penalty: 2641.022461
	Iteration 24Q: 3 clusters Score -377096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -377096.312500 Penalty: 2641.022461
	Iteration 25F: 3 clusters Score -377096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Entering Unmasked Estep 
Score: -646246.062500 Penalty: 1407.572754
	Iteration 0F: 2 clusters Score -646246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -641763.125000 Penalty: 2815.145508
	Iteration 0F: 3 clusters Score -641763.1 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -643150.812500 Penalty: 2815.145508
	Iteration 1F: 3 clusters Score -643150.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -643339.187500 Penalty: 2815.145508
	Iteration 2F: 3 clusters Score -643339.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -643491.750000 Penalty: 2815.145508
	Iteration 3F: 3 clusters Score -643491.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -643663.187500 Penalty: 2815.145508
	Iteration 4Q: 3 clusters Score -643663.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -643874.062500 Penalty: 2815.145508
	Iteration 5Q: 3 clusters Score -643874.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -644133.687500 Penalty: 2815.145508
	Iteration 6F: 3 clusters Score -644133.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -644361.312500 Penalty: 2815.145508
	Iteration 7F: 3 clusters Score -644361.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -644536.062500 Penalty: 2815.145508
	Iteration 8Q: 3 clusters Score -644536.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -644667.000000 Penalty: 2815.145508
	Iteration 9Q: 3 clusters Score -644667 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -644776.000000 Penalty: 2815.145508
	Iteration 10Q: 3 clusters Score -644776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -644854.437500 Penalty: 2815.145508
	Iteration 11Q: 3 clusters Score -644854.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -644930.125000 Penalty: 2815.145508
	Iteration 12Q: 3 clusters Score -644930.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -644996.937500 Penalty: 2815.145508
	Iteration 13Q: 3 clusters Score -644996.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -645046.500000 Penalty: 2815.145508
	Iteration 14Q: 3 clusters Score -645046.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -645075.937500 Penalty: 2815.145508
	Iteration 15Q: 3 clusters Score -645075.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -645095.125000 Penalty: 2815.145508
	Iteration 16Q: 3 clusters Score -645095.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -645125.937500 Penalty: 2815.145508
	Iteration 17Q: 3 clusters Score -645125.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -645153.812500 Penalty: 2815.145508
	Iteration 18Q: 3 clusters Score -645153.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -645175.125000 Penalty: 2815.145508
	Iteration 19Q: 3 clusters Score -645175.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -645193.875000 Penalty: 2815.145508
	Iteration 20F: 3 clusters Score -645193.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -645206.687500 Penalty: 2815.145508
	Iteration 21Q: 3 clusters Score -645206.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -645216.312500 Penalty: 2815.145508
	Iteration 22Q: 3 clusters Score -645216.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -645222.187500 Penalty: 2815.145508
	Iteration 23Q: 3 clusters Score -645222.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -645229.312500 Penalty: 2815.145508
	Iteration 24Q: 3 clusters Score -645229.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -645235.375000 Penalty: 2815.145508
	Iteration 25Q: 3 clusters Score -645235.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -645247.250000 Penalty: 2815.145508
	Iteration 26Q: 3 clusters Score -645247.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -645257.937500 Penalty: 2815.145508
	Iteration 27Q: 3 clusters Score -645257.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -645269.625000 Penalty: 2815.145508
	Iteration 28Q: 3 clusters Score -645269.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -645283.500000 Penalty: 2815.145508
	Iteration 29Q: 3 clusters Score -645283.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -645299.187500 Penalty: 2815.145508
	Iteration 30Q: 3 clusters Score -645299.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -645317.375000 Penalty: 2815.145508
	Iteration 31Q: 3 clusters Score -645317.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -645342.375000 Penalty: 2815.145508
	Iteration 32Q: 3 clusters Score -645342.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -645361.375000 Penalty: 2815.145508
	Iteration 33Q: 3 clusters Score -645361.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -645384.375000 Penalty: 2815.145508
	Iteration 34Q: 3 clusters Score -645384.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -645415.312500 Penalty: 2815.145508
	Iteration 35Q: 3 clusters Score -645415.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -645449.312500 Penalty: 2815.145508
	Iteration 36Q: 3 clusters Score -645449.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -645497.187500 Penalty: 2815.145508
	Iteration 37Q: 3 clusters Score -645497.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -645542.687500 Penalty: 2815.145508
	Iteration 38Q: 3 clusters Score -645542.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -645583.437500 Penalty: 2815.145508
	Iteration 39Q: 3 clusters Score -645583.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -645618.250000 Penalty: 2815.145508
	Iteration 40F: 3 clusters Score -645618.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -645639.312500 Penalty: 2815.145508
	Iteration 41Q: 3 clusters Score -645639.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -645657.375000 Penalty: 2815.145508
	Iteration 42Q: 3 clusters Score -645657.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -645667.625000 Penalty: 2815.145508
	Iteration 43Q: 3 clusters Score -645667.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -645682.750000 Penalty: 2815.145508
	Iteration 44Q: 3 clusters Score -645682.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -645696.812500 Penalty: 2815.145508
	Iteration 45Q: 3 clusters Score -645696.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -645710.250000 Penalty: 2815.145508
	Iteration 46Q: 3 clusters Score -645710.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -645724.312500 Penalty: 2815.145508
	Iteration 47Q: 3 clusters Score -645724.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -645737.125000 Penalty: 2815.145508
	Iteration 48Q: 3 clusters Score -645737.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -645750.125000 Penalty: 2815.145508
	Iteration 49Q: 3 clusters Score -645750.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -645762.750000 Penalty: 2815.145508
	Iteration 50Q: 3 clusters Score -645762.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -645772.437500 Penalty: 2815.145508
	Iteration 51Q: 3 clusters Score -645772.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -645783.625000 Penalty: 2815.145508
	Iteration 52Q: 3 clusters Score -645783.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -645787.687500 Penalty: 2815.145508
	Iteration 53Q: 3 clusters Score -645787.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -645791.750000 Penalty: 2815.145508
	Iteration 54Q: 3 clusters Score -645791.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -645793.250000 Penalty: 2815.145508
	Iteration 55Q: 3 clusters Score -645793.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -645793.312500 Penalty: 2815.145508
	Iteration 56Q: 3 clusters Score -645793.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -645797.312500 Penalty: 2815.145508
	Iteration 57Q: 3 clusters Score -645797.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -645797.500000 Penalty: 2815.145508
	Iteration 58Q: 3 clusters Score -645797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -645797.500000 Penalty: 2815.145508
	Iteration 59F: 3 clusters Score -645797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -725449.312500 Penalty: 1427.077515
	Iteration 0F: 2 clusters Score -725449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -720509.500000 Penalty: 2854.155029
	Iteration 0F: 3 clusters Score -720509.5 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -722051.562500 Penalty: 2854.155029
	Iteration 1F: 3 clusters Score -722051.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -722408.312500 Penalty: 2854.155029
	Iteration 2F: 3 clusters Score -722408.3 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -722802.062500 Penalty: 2854.155029
	Iteration 3F: 3 clusters Score -722802.1 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -723259.937500 Penalty: 2854.155029
	Iteration 4F: 3 clusters Score -723259.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -723793.250000 Penalty: 2854.155029
	Iteration 5F: 3 clusters Score -723793.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -724215.750000 Penalty: 2854.155029
	Iteration 6F: 3 clusters Score -724215.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -724482.500000 Penalty: 2854.155029
	Iteration 7F: 3 clusters Score -724482.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -724680.000000 Penalty: 2854.155029
	Iteration 8Q: 3 clusters Score -724680 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -724800.250000 Penalty: 2854.155029
	Iteration 9Q: 3 clusters Score -724800.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -724893.812500 Penalty: 2854.155029
	Iteration 10Q: 3 clusters Score -724893.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -724951.812500 Penalty: 2854.155029
	Iteration 11Q: 3 clusters Score -724951.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -724987.500000 Penalty: 2854.155029
	Iteration 12Q: 3 clusters Score -724987.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -725006.375000 Penalty: 2854.155029
	Iteration 13Q: 3 clusters Score -725006.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -725022.937500 Penalty: 2854.155029
	Iteration 14Q: 3 clusters Score -725022.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -725032.312500 Penalty: 2854.155029
	Iteration 15Q: 3 clusters Score -725032.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -725040.812500 Penalty: 2854.155029
	Iteration 16Q: 3 clusters Score -725040.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -725047.625000 Penalty: 2854.155029
	Iteration 17Q: 3 clusters Score -725047.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -725053.000000 Penalty: 2854.155029
	Iteration 18Q: 3 clusters Score -725053 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -725059.187500 Penalty: 2854.155029
	Iteration 19Q: 3 clusters Score -725059.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -725061.875000 Penalty: 2854.155029
	Iteration 20F: 3 clusters Score -725061.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -725064.062500 Penalty: 2854.155029
	Iteration 21Q: 3 clusters Score -725064.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -725071.187500 Penalty: 2854.155029
	Iteration 22Q: 3 clusters Score -725071.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -725075.875000 Penalty: 2854.155029
	Iteration 23Q: 3 clusters Score -725075.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -725077.625000 Penalty: 2854.155029
	Iteration 24Q: 3 clusters Score -725077.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -725080.062500 Penalty: 2854.155029
	Iteration 25Q: 3 clusters Score -725080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -725080.750000 Penalty: 2854.155029
	Iteration 26Q: 3 clusters Score -725080.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -725081.812500 Penalty: 2854.155029
	Iteration 27Q: 3 clusters Score -725081.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -725083.625000 Penalty: 2854.155029
	Iteration 28Q: 3 clusters Score -725083.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -725083.687500 Penalty: 2854.155029
	Iteration 29Q: 3 clusters Score -725083.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -725085.000000 Penalty: 2854.155029
	Iteration 30Q: 3 clusters Score -725085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -725086.687500 Penalty: 2854.155029
	Iteration 31Q: 3 clusters Score -725086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -725087.125000 Penalty: 2854.155029
	Iteration 32Q: 3 clusters Score -725087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -725087.062500 Penalty: 2854.155029
	Iteration 33Q: 3 clusters Score -725087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -725087.000000 Penalty: 2854.155029
	Iteration 34Q: 3 clusters Score -725087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -725088.000000 Penalty: 2854.155029
	Iteration 35Q: 3 clusters Score -725088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -725087.562500 Penalty: 2854.155029
	Iteration 36Q: 3 clusters Score -725087.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -725089.125000 Penalty: 2854.155029
	Iteration 37Q: 3 clusters Score -725089.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -725089.000000 Penalty: 2854.155029
	Iteration 38Q: 3 clusters Score -725089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -725091.187500 Penalty: 2854.155029
	Iteration 39Q: 3 clusters Score -725091.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -725092.562500 Penalty: 2854.155029
	Iteration 40F: 3 clusters Score -725092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -725090.937500 Penalty: 2854.155029
	Iteration 41Q: 3 clusters Score -725090.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -725095.125000 Penalty: 2854.155029
	Iteration 42Q: 3 clusters Score -725095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -725095.750000 Penalty: 2854.155029
	Iteration 43Q: 3 clusters Score -725095.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -725096.500000 Penalty: 2854.155029
	Iteration 44Q: 3 clusters Score -725096.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -725095.625000 Penalty: 2854.155029
	Iteration 45Q: 3 clusters Score -725095.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -725098.625000 Penalty: 2854.155029
	Iteration 46Q: 3 clusters Score -725098.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -725099.375000 Penalty: 2854.155029
	Iteration 47Q: 3 clusters Score -725099.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -725100.937500 Penalty: 2854.155029
	Iteration 48Q: 3 clusters Score -725100.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -725101.562500 Penalty: 2854.155029
	Iteration 49Q: 3 clusters Score -725101.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -725102.437500 Penalty: 2854.155029
	Iteration 50Q: 3 clusters Score -725102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -725103.812500 Penalty: 2854.155029
	Iteration 51Q: 3 clusters Score -725103.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -725103.250000 Penalty: 2854.155029
	Iteration 52Q: 3 clusters Score -725103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -725104.000000 Penalty: 2854.155029
	Iteration 53Q: 3 clusters Score -725104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -725105.062500 Penalty: 2854.155029
	Iteration 54Q: 3 clusters Score -725105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -725106.000000 Penalty: 2854.155029
	Iteration 55Q: 3 clusters Score -725106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -725105.687500 Penalty: 2854.155029
	Iteration 56Q: 3 clusters Score -725105.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -725106.562500 Penalty: 2854.155029
	Iteration 57Q: 3 clusters Score -725106.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -725107.312500 Penalty: 2854.155029
	Iteration 58Q: 3 clusters Score -725107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -725106.250000 Penalty: 2854.155029
	Iteration 59Q: 3 clusters Score -725106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -725107.125000 Penalty: 2854.155029
	Iteration 60F: 3 clusters Score -725107.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Entering Unmasked Estep 
Score: -2410860.250000 Penalty: 1616.453857
	Iteration 0F: 2 clusters Score -2410860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2396650.750000 Penalty: 3232.907715
	Iteration 0F: 3 clusters Score -2396651 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2402134.500000 Penalty: 3232.907715
	Iteration 1F: 3 clusters Score -2402134 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -2402917.250000 Penalty: 3232.907715
	Iteration 2F: 3 clusters Score -2402917 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2403893.000000 Penalty: 3232.907715
	Iteration 3F: 3 clusters Score -2403893 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2404894.500000 Penalty: 3232.907715
	Iteration 4F: 3 clusters Score -2404894 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2405797.000000 Penalty: 3232.907715
	Iteration 5F: 3 clusters Score -2405797 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -2406671.000000 Penalty: 3232.907715
	Iteration 6F: 3 clusters Score -2406671 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2407434.250000 Penalty: 3232.907715
	Iteration 7F: 3 clusters Score -2407434 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2407983.000000 Penalty: 3232.907715
	Iteration 8Q: 3 clusters Score -2407983 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2408373.500000 Penalty: 3232.907715
	Iteration 9Q: 3 clusters Score -2408374 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2408704.000000 Penalty: 3232.907715
	Iteration 10Q: 3 clusters Score -2408704 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2408972.250000 Penalty: 3232.907715
	Iteration 11Q: 3 clusters Score -2408972 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2409175.750000 Penalty: 3232.907715
	Iteration 12Q: 3 clusters Score -2409176 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2409318.500000 Penalty: 3232.907715
	Iteration 13Q: 3 clusters Score -2409318 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2409418.750000 Penalty: 3232.907715
	Iteration 14Q: 3 clusters Score -2409419 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2409514.750000 Penalty: 3232.907715
	Iteration 15Q: 3 clusters Score -2409515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2409599.500000 Penalty: 3232.907715
	Iteration 16Q: 3 clusters Score -2409600 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2409693.500000 Penalty: 3232.907715
	Iteration 17Q: 3 clusters Score -2409694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2409768.750000 Penalty: 3232.907715
	Iteration 18Q: 3 clusters Score -2409769 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2409808.250000 Penalty: 3232.907715
	Iteration 19Q: 3 clusters Score -2409808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2409845.750000 Penalty: 3232.907715
	Iteration 20F: 3 clusters Score -2409846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2409872.500000 Penalty: 3232.907715
	Iteration 21Q: 3 clusters Score -2409872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2409884.250000 Penalty: 3232.907715
	Iteration 22Q: 3 clusters Score -2409884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2409905.750000 Penalty: 3232.907715
	Iteration 23Q: 3 clusters Score -2409906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2409927.500000 Penalty: 3232.907715
	Iteration 24Q: 3 clusters Score -2409928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2409959.250000 Penalty: 3232.907715
	Iteration 25Q: 3 clusters Score -2409959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2409973.500000 Penalty: 3232.907715
	Iteration 26Q: 3 clusters Score -2409974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2409986.250000 Penalty: 3232.907715
	Iteration 27Q: 3 clusters Score -2409986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2409994.500000 Penalty: 3232.907715
	Iteration 28Q: 3 clusters Score -2409994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2410000.000000 Penalty: 3232.907715
	Iteration 29Q: 3 clusters Score -2410000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2410010.250000 Penalty: 3232.907715
	Iteration 30Q: 3 clusters Score -2410010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2410022.500000 Penalty: 3232.907715
	Iteration 31Q: 3 clusters Score -2410022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2410028.500000 Penalty: 3232.907715
	Iteration 32Q: 3 clusters Score -2410028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2410046.000000 Penalty: 3232.907715
	Iteration 33Q: 3 clusters Score -2410046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2410064.500000 Penalty: 3232.907715
	Iteration 34Q: 3 clusters Score -2410064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2410074.000000 Penalty: 3232.907715
	Iteration 35Q: 3 clusters Score -2410074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2410078.500000 Penalty: 3232.907715
	Iteration 36Q: 3 clusters Score -2410078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2410078.750000 Penalty: 3232.907715
	Iteration 37Q: 3 clusters Score -2410079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2410081.250000 Penalty: 3232.907715
	Iteration 38Q: 3 clusters Score -2410081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2410082.250000 Penalty: 3232.907715
	Iteration 39Q: 3 clusters Score -2410082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2410081.750000 Penalty: 3232.907715
	Iteration 40F: 3 clusters Score -2410082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2410082.750000 Penalty: 3232.907715
	Iteration 41Q: 3 clusters Score -2410083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2410082.750000 Penalty: 3232.907715
	Iteration 42F: 3 clusters Score -2410083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -107205.156250 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -107205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105812.210938 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -105812.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106100.859375 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -106100.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -106171.796875 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -106171.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -106216.156250 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -106216.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -106238.976562 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -106239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -106255.257812 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -106255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -106262.421875 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -106262.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -106267.632812 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -106267.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -106272.914062 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -106272.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -106282.296875 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -106282.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -106289.679688 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -106289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -106293.484375 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -106293.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -106298.679688 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -106298.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -106302.437500 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -106302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -106306.171875 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -106306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -106309.882812 Penalty: 2237.458252
	Iteration 15Q: 3 clusters Score -106309.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -106312.945312 Penalty: 2237.458252
	Iteration 16Q: 3 clusters Score -106312.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -106321.945312 Penalty: 2237.458252
	Iteration 17Q: 3 clusters Score -106321.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -106325.601562 Penalty: 2237.458252
	Iteration 18Q: 3 clusters Score -106325.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -106329.632812 Penalty: 2237.458252
	Iteration 19Q: 3 clusters Score -106329.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -106332.976562 Penalty: 2237.458252
	Iteration 20F: 3 clusters Score -106333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -106337.273438 Penalty: 2237.458252
	Iteration 21Q: 3 clusters Score -106337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -106339.937500 Penalty: 2237.458252
	Iteration 22Q: 3 clusters Score -106339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -106341.179688 Penalty: 2237.458252
	Iteration 23Q: 3 clusters Score -106341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106341.843750 Penalty: 2237.458252
	Iteration 24Q: 3 clusters Score -106341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -106341.843750 Penalty: 2237.458252
	Iteration 25F: 3 clusters Score -106341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -170018.156250 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -170018.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -168194.281250 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -168194.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -168615.343750 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -168615.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -168782.625000 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -168782.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -168880.625000 Penalty: 2388.081787
	Iteration 3F: 3 clusters Score -168880.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -168974.468750 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -168974.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -169028.468750 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -169028.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -169089.125000 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -169089.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169165.656250 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -169165.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -169244.515625 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -169244.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -169318.328125 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -169318.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -169392.625000 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -169392.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169460.687500 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -169460.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169516.468750 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -169516.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -169567.359375 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -169567.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -169603.734375 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -169603.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169624.218750 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -169624.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -169638.812500 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -169638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -169646.359375 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -169646.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -169655.859375 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -169655.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -169661.937500 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -169661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -169666.781250 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -169666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169670.750000 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -169670.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -169673.421875 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -169673.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -169677.406250 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -169677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -169684.125000 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -169684.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -169691.015625 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -169691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -169695.156250 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -169695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -169697.343750 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -169697.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -169699.625000 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -169699.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -169701.828125 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -169701.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -169704.265625 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -169704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -169707.203125 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -169707.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -169709.453125 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -169709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -169709.734375 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -169709.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -169709.734375 Penalty: 2388.081787
	Iteration 34F: 3 clusters Score -169709.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -544794.062500 Penalty: 1377.308716
	Iteration 0F: 2 clusters Score -544794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -540959.937500 Penalty: 2754.617432
	Iteration 0F: 3 clusters Score -540959.9 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -542041.875000 Penalty: 2754.617432
	Iteration 1F: 3 clusters Score -542041.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -542214.500000 Penalty: 2754.617432
	Iteration 2F: 3 clusters Score -542214.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -542341.000000 Penalty: 2754.617432
	Iteration 3Q: 3 clusters Score -542341 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -542432.062500 Penalty: 2754.617432
	Iteration 4Q: 3 clusters Score -542432.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -542501.000000 Penalty: 2754.617432
	Iteration 5Q: 3 clusters Score -542501 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -542550.312500 Penalty: 2754.617432
	Iteration 6Q: 3 clusters Score -542550.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -542592.562500 Penalty: 2754.617432
	Iteration 7Q: 3 clusters Score -542592.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -542629.750000 Penalty: 2754.617432
	Iteration 8Q: 3 clusters Score -542629.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -542659.625000 Penalty: 2754.617432
	Iteration 9Q: 3 clusters Score -542659.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -542694.375000 Penalty: 2754.617432
	Iteration 10Q: 3 clusters Score -542694.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -542735.437500 Penalty: 2754.617432
	Iteration 11Q: 3 clusters Score -542735.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -542773.562500 Penalty: 2754.617432
	Iteration 12Q: 3 clusters Score -542773.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -542814.750000 Penalty: 2754.617432
	Iteration 13Q: 3 clusters Score -542814.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -542866.437500 Penalty: 2754.617432
	Iteration 14Q: 3 clusters Score -542866.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -542917.500000 Penalty: 2754.617432
	Iteration 15Q: 3 clusters Score -542917.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -542968.812500 Penalty: 2754.617432
	Iteration 16Q: 3 clusters Score -542968.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -543014.937500 Penalty: 2754.617432
	Iteration 17Q: 3 clusters Score -543014.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -543073.625000 Penalty: 2754.617432
	Iteration 18Q: 3 clusters Score -543073.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -543122.687500 Penalty: 2754.617432
	Iteration 19Q: 3 clusters Score -543122.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -543171.687500 Penalty: 2754.617432
	Iteration 20F: 3 clusters Score -543171.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -543230.187500 Penalty: 2754.617432
	Iteration 21Q: 3 clusters Score -543230.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -543296.937500 Penalty: 2754.617432
	Iteration 22Q: 3 clusters Score -543296.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -543340.687500 Penalty: 2754.617432
	Iteration 23Q: 3 clusters Score -543340.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -543378.625000 Penalty: 2754.617432
	Iteration 24Q: 3 clusters Score -543378.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -543420.750000 Penalty: 2754.617432
	Iteration 25Q: 3 clusters Score -543420.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -543453.875000 Penalty: 2754.617432
	Iteration 26Q: 3 clusters Score -543453.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -543486.812500 Penalty: 2754.617432
	Iteration 27Q: 3 clusters Score -543486.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -543516.312500 Penalty: 2754.617432
	Iteration 28Q: 3 clusters Score -543516.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -543541.437500 Penalty: 2754.617432
	Iteration 29Q: 3 clusters Score -543541.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -543561.062500 Penalty: 2754.617432
	Iteration 30Q: 3 clusters Score -543561.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -543578.562500 Penalty: 2754.617432
	Iteration 31Q: 3 clusters Score -543578.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -543588.875000 Penalty: 2754.617432
	Iteration 32Q: 3 clusters Score -543588.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -543599.187500 Penalty: 2754.617432
	Iteration 33Q: 3 clusters Score -543599.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -543609.375000 Penalty: 2754.617432
	Iteration 34Q: 3 clusters Score -543609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -543613.062500 Penalty: 2754.617432
	Iteration 35Q: 3 clusters Score -543613.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -543615.750000 Penalty: 2754.617432
	Iteration 36Q: 3 clusters Score -543615.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -543619.437500 Penalty: 2754.617432
	Iteration 37Q: 3 clusters Score -543619.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -543622.812500 Penalty: 2754.617432
	Iteration 38Q: 3 clusters Score -543622.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -543625.187500 Penalty: 2754.617432
	Iteration 39Q: 3 clusters Score -543625.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -543624.750000 Penalty: 2754.617432
	Iteration 40F: 3 clusters Score -543624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -232834.000000 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -232834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -230751.500000 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -230751.5 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -231193.265625 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -231193.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -231282.906250 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -231282.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -231335.546875 Penalty: 2471.428711
	Iteration 3Q: 3 clusters Score -231335.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -231370.265625 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -231370.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -231391.796875 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -231391.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -231405.281250 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -231405.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -231416.937500 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -231416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -231422.625000 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -231422.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -231427.531250 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -231427.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231431.531250 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -231431.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -231435.984375 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -231436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -231439.203125 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -231439.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -231442.390625 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -231442.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -231444.906250 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -231444.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -231448.656250 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -231448.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -231451.859375 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -231451.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -231453.218750 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -231453.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -231454.171875 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -231454.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -231456.046875 Penalty: 2471.428711
	Iteration 19Q: 3 clusters Score -231456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -231458.218750 Penalty: 2471.428711
	Iteration 20F: 3 clusters Score -231458.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -231460.375000 Penalty: 2471.428711
	Iteration 21Q: 3 clusters Score -231460.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -231462.375000 Penalty: 2471.428711
	Iteration 22Q: 3 clusters Score -231462.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -231463.203125 Penalty: 2471.428711
	Iteration 23Q: 3 clusters Score -231463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -231463.765625 Penalty: 2471.428711
	Iteration 24Q: 3 clusters Score -231463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -231463.765625 Penalty: 2471.428711
	Iteration 25F: 3 clusters Score -231463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -558273.500000 Penalty: 1395.674927
	Iteration 0F: 2 clusters Score -558273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -554098.937500 Penalty: 2791.349854
	Iteration 0F: 3 clusters Score -554098.9 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -555679.312500 Penalty: 2791.349854
	Iteration 1F: 3 clusters Score -555679.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -556149.375000 Penalty: 2791.349854
	Iteration 2F: 3 clusters Score -556149.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -556513.500000 Penalty: 2791.349854
	Iteration 3F: 3 clusters Score -556513.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -556764.312500 Penalty: 2791.349854
	Iteration 4F: 3 clusters Score -556764.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -556940.937500 Penalty: 2791.349854
	Iteration 5Q: 3 clusters Score -556940.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -557064.000000 Penalty: 2791.349854
	Iteration 6Q: 3 clusters Score -557064 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -557150.375000 Penalty: 2791.349854
	Iteration 7Q: 3 clusters Score -557150.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -557205.437500 Penalty: 2791.349854
	Iteration 8Q: 3 clusters Score -557205.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -557240.562500 Penalty: 2791.349854
	Iteration 9Q: 3 clusters Score -557240.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -557270.312500 Penalty: 2791.349854
	Iteration 10Q: 3 clusters Score -557270.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -557295.250000 Penalty: 2791.349854
	Iteration 11Q: 3 clusters Score -557295.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -557314.812500 Penalty: 2791.349854
	Iteration 12Q: 3 clusters Score -557314.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -557330.125000 Penalty: 2791.349854
	Iteration 13Q: 3 clusters Score -557330.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -557347.125000 Penalty: 2791.349854
	Iteration 14Q: 3 clusters Score -557347.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -557363.562500 Penalty: 2791.349854
	Iteration 15Q: 3 clusters Score -557363.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -557379.500000 Penalty: 2791.349854
	Iteration 16Q: 3 clusters Score -557379.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -557391.937500 Penalty: 2791.349854
	Iteration 17Q: 3 clusters Score -557391.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -557403.500000 Penalty: 2791.349854
	Iteration 18Q: 3 clusters Score -557403.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -557415.062500 Penalty: 2791.349854
	Iteration 19Q: 3 clusters Score -557415.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -557424.125000 Penalty: 2791.349854
	Iteration 20F: 3 clusters Score -557424.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -557432.687500 Penalty: 2791.349854
	Iteration 21Q: 3 clusters Score -557432.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -557444.062500 Penalty: 2791.349854
	Iteration 22Q: 3 clusters Score -557444.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -557456.437500 Penalty: 2791.349854
	Iteration 23Q: 3 clusters Score -557456.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -557478.437500 Penalty: 2791.349854
	Iteration 24Q: 3 clusters Score -557478.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -557496.875000 Penalty: 2791.349854
	Iteration 25Q: 3 clusters Score -557496.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -557516.750000 Penalty: 2791.349854
	Iteration 26Q: 3 clusters Score -557516.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -557534.937500 Penalty: 2791.349854
	Iteration 27Q: 3 clusters Score -557534.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -557546.625000 Penalty: 2791.349854
	Iteration 28Q: 3 clusters Score -557546.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -557559.250000 Penalty: 2791.349854
	Iteration 29Q: 3 clusters Score -557559.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -557566.687500 Penalty: 2791.349854
	Iteration 30Q: 3 clusters Score -557566.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -557570.437500 Penalty: 2791.349854
	Iteration 31Q: 3 clusters Score -557570.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -557575.250000 Penalty: 2791.349854
	Iteration 32Q: 3 clusters Score -557575.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -557584.000000 Penalty: 2791.349854
	Iteration 33Q: 3 clusters Score -557584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -557589.375000 Penalty: 2791.349854
	Iteration 34Q: 3 clusters Score -557589.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -557596.625000 Penalty: 2791.349854
	Iteration 35Q: 3 clusters Score -557596.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -557601.375000 Penalty: 2791.349854
	Iteration 36Q: 3 clusters Score -557601.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -557606.687500 Penalty: 2791.349854
	Iteration 37Q: 3 clusters Score -557606.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -557612.812500 Penalty: 2791.349854
	Iteration 38Q: 3 clusters Score -557612.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -557619.250000 Penalty: 2791.349854
	Iteration 39Q: 3 clusters Score -557619.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -557623.437500 Penalty: 2791.349854
	Iteration 40F: 3 clusters Score -557623.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -557626.562500 Penalty: 2791.349854
	Iteration 41Q: 3 clusters Score -557626.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -557628.312500 Penalty: 2791.349854
	Iteration 42Q: 3 clusters Score -557628.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -557630.625000 Penalty: 2791.349854
	Iteration 43Q: 3 clusters Score -557630.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -557633.000000 Penalty: 2791.349854
	Iteration 44Q: 3 clusters Score -557633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -557633.875000 Penalty: 2791.349854
	Iteration 45Q: 3 clusters Score -557633.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -557636.625000 Penalty: 2791.349854
	Iteration 46Q: 3 clusters Score -557636.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -557639.687500 Penalty: 2791.349854
	Iteration 47Q: 3 clusters Score -557639.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -557641.812500 Penalty: 2791.349854
	Iteration 48Q: 3 clusters Score -557641.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -557643.750000 Penalty: 2791.349854
	Iteration 49Q: 3 clusters Score -557643.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -557644.062500 Penalty: 2791.349854
	Iteration 50Q: 3 clusters Score -557644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -557645.187500 Penalty: 2791.349854
	Iteration 51Q: 3 clusters Score -557645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -557645.000000 Penalty: 2791.349854
	Iteration 52Q: 3 clusters Score -557645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -557645.000000 Penalty: 2791.349854
	Iteration 53F: 3 clusters Score -557645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Entering Unmasked Estep 
Score: -1535540.875000 Penalty: 1543.192871
	Iteration 0F: 2 clusters Score -1535541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1526278.875000 Penalty: 3086.385742
	Iteration 0F: 3 clusters Score -1526279 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1529591.000000 Penalty: 3086.385742
	Iteration 1F: 3 clusters Score -1529591 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1530052.000000 Penalty: 3086.385742
	Iteration 2F: 3 clusters Score -1530052 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1530638.000000 Penalty: 3086.385742
	Iteration 3F: 3 clusters Score -1530638 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1531325.625000 Penalty: 3086.385742
	Iteration 4F: 3 clusters Score -1531326 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1532008.750000 Penalty: 3086.385742
	Iteration 5F: 3 clusters Score -1532009 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1532619.375000 Penalty: 3086.385742
	Iteration 6F: 3 clusters Score -1532619 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1533106.375000 Penalty: 3086.385742
	Iteration 7F: 3 clusters Score -1533106 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1533470.875000 Penalty: 3086.385742
	Iteration 8Q: 3 clusters Score -1533471 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1533733.500000 Penalty: 3086.385742
	Iteration 9Q: 3 clusters Score -1533734 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1533927.125000 Penalty: 3086.385742
	Iteration 10Q: 3 clusters Score -1533927 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1534066.625000 Penalty: 3086.385742
	Iteration 11Q: 3 clusters Score -1534067 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1534187.875000 Penalty: 3086.385742
	Iteration 12Q: 3 clusters Score -1534188 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1534251.000000 Penalty: 3086.385742
	Iteration 13Q: 3 clusters Score -1534251 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1534283.375000 Penalty: 3086.385742
	Iteration 14Q: 3 clusters Score -1534283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1534313.250000 Penalty: 3086.385742
	Iteration 15Q: 3 clusters Score -1534313 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1534330.000000 Penalty: 3086.385742
	Iteration 16Q: 3 clusters Score -1534330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1534346.250000 Penalty: 3086.385742
	Iteration 17Q: 3 clusters Score -1534346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1534353.000000 Penalty: 3086.385742
	Iteration 18Q: 3 clusters Score -1534353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1534363.625000 Penalty: 3086.385742
	Iteration 19Q: 3 clusters Score -1534364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1534372.625000 Penalty: 3086.385742
	Iteration 20F: 3 clusters Score -1534373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1534382.250000 Penalty: 3086.385742
	Iteration 21Q: 3 clusters Score -1534382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1534392.625000 Penalty: 3086.385742
	Iteration 22Q: 3 clusters Score -1534393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1534396.375000 Penalty: 3086.385742
	Iteration 23Q: 3 clusters Score -1534396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1534404.375000 Penalty: 3086.385742
	Iteration 24Q: 3 clusters Score -1534404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1534410.875000 Penalty: 3086.385742
	Iteration 25Q: 3 clusters Score -1534411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1534411.375000 Penalty: 3086.385742
	Iteration 26Q: 3 clusters Score -1534411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1534414.875000 Penalty: 3086.385742
	Iteration 27Q: 3 clusters Score -1534415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1534424.250000 Penalty: 3086.385742
	Iteration 28Q: 3 clusters Score -1534424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1534428.625000 Penalty: 3086.385742
	Iteration 29Q: 3 clusters Score -1534429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1534431.375000 Penalty: 3086.385742
	Iteration 30Q: 3 clusters Score -1534431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1534429.375000 Penalty: 3086.385742
	Iteration 31Q: 3 clusters Score -1534429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1534429.375000 Penalty: 3086.385742
	Iteration 32F: 3 clusters Score -1534429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -227234.203125 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -227234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -225143.203125 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -225143.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225614.156250 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -225614.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -225714.859375 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -225714.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -225782.625000 Penalty: 2470.942627
	Iteration 3Q: 3 clusters Score -225782.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -225822.640625 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -225822.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -225849.796875 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -225849.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -225879.796875 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -225879.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -225902.218750 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -225902.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -225921.328125 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -225921.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -225942.984375 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -225943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -225956.046875 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -225956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -225966.703125 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -225966.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -225974.281250 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -225974.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -225979.859375 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -225979.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -225986.234375 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -225986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -225990.843750 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -225990.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -225995.078125 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -225995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -225998.968750 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -225999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -226000.890625 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -226000.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -226007.500000 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -226007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -226014.062500 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -226014.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -226022.437500 Penalty: 2470.942627
	Iteration 21Q: 3 clusters Score -226022.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -226028.562500 Penalty: 2470.942627
	Iteration 22Q: 3 clusters Score -226028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -226034.296875 Penalty: 2470.942627
	Iteration 23Q: 3 clusters Score -226034.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -226038.359375 Penalty: 2470.942627
	Iteration 24Q: 3 clusters Score -226038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -226041.187500 Penalty: 2470.942627
	Iteration 25Q: 3 clusters Score -226041.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -226043.250000 Penalty: 2470.942627
	Iteration 26Q: 3 clusters Score -226043.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -226046.250000 Penalty: 2470.942627
	Iteration 27Q: 3 clusters Score -226046.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -226048.515625 Penalty: 2470.942627
	Iteration 28Q: 3 clusters Score -226048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -226050.140625 Penalty: 2470.942627
	Iteration 29Q: 3 clusters Score -226050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -226052.828125 Penalty: 2470.942627
	Iteration 30Q: 3 clusters Score -226052.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -226055.468750 Penalty: 2470.942627
	Iteration 31Q: 3 clusters Score -226055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -226058.750000 Penalty: 2470.942627
	Iteration 32Q: 3 clusters Score -226058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -226061.687500 Penalty: 2470.942627
	Iteration 33Q: 3 clusters Score -226061.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -226063.234375 Penalty: 2470.942627
	Iteration 34Q: 3 clusters Score -226063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -226065.140625 Penalty: 2470.942627
	Iteration 35Q: 3 clusters Score -226065.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -226067.625000 Penalty: 2470.942627
	Iteration 36Q: 3 clusters Score -226067.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -226068.640625 Penalty: 2470.942627
	Iteration 37Q: 3 clusters Score -226068.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -226071.250000 Penalty: 2470.942627
	Iteration 38Q: 3 clusters Score -226071.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -226071.796875 Penalty: 2470.942627
	Iteration 39Q: 3 clusters Score -226071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -226074.687500 Penalty: 2470.942627
	Iteration 40F: 3 clusters Score -226074.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -226077.812500 Penalty: 2470.942627
	Iteration 41Q: 3 clusters Score -226077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -226080.890625 Penalty: 2470.942627
	Iteration 42Q: 3 clusters Score -226080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -226084.046875 Penalty: 2470.942627
	Iteration 43Q: 3 clusters Score -226084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -226085.875000 Penalty: 2470.942627
	Iteration 44Q: 3 clusters Score -226085.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -226089.531250 Penalty: 2470.942627
	Iteration 45Q: 3 clusters Score -226089.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -226092.453125 Penalty: 2470.942627
	Iteration 46Q: 3 clusters Score -226092.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -226093.328125 Penalty: 2470.942627
	Iteration 47Q: 3 clusters Score -226093.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -226094.765625 Penalty: 2470.942627
	Iteration 48Q: 3 clusters Score -226094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -226095.390625 Penalty: 2470.942627
	Iteration 49Q: 3 clusters Score -226095.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -226095.390625 Penalty: 2470.942627
	Iteration 50F: 3 clusters Score -226095.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -613913.000000 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -613913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -609681.187500 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -609681.2 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -610874.250000 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -610874.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -611069.312500 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -611069.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -611216.375000 Penalty: 2794.181641
	Iteration 3F: 3 clusters Score -611216.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -611335.125000 Penalty: 2794.181641
	Iteration 4Q: 3 clusters Score -611335.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -611438.937500 Penalty: 2794.181641
	Iteration 5Q: 3 clusters Score -611438.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -611541.125000 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -611541.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -611628.562500 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -611628.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -611688.062500 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -611688.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -611763.875000 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -611763.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -611851.750000 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -611851.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -611954.500000 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -611954.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -612068.312500 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -612068.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -612189.687500 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -612189.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -612287.000000 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -612287 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -612377.875000 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -612377.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -612485.687500 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -612485.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -612596.812500 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -612596.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -612725.125000 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -612725.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -612824.250000 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -612824.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -612880.437500 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -612880.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -612917.750000 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -612917.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -612940.875000 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -612940.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -612957.562500 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -612957.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -612976.812500 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -612976.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -612995.375000 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -612995.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -613009.750000 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -613009.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -613024.375000 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -613024.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -613043.937500 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -613043.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -613059.625000 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -613059.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -613074.062500 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -613074.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -613099.750000 Penalty: 2794.181641
	Iteration 31Q: 3 clusters Score -613099.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -613122.000000 Penalty: 2794.181641
	Iteration 32Q: 3 clusters Score -613122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -613145.875000 Penalty: 2794.181641
	Iteration 33Q: 3 clusters Score -613145.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -613169.812500 Penalty: 2794.181641
	Iteration 34Q: 3 clusters Score -613169.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -613193.500000 Penalty: 2794.181641
	Iteration 35Q: 3 clusters Score -613193.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -613215.812500 Penalty: 2794.181641
	Iteration 36Q: 3 clusters Score -613215.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -613230.375000 Penalty: 2794.181641
	Iteration 37Q: 3 clusters Score -613230.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -613242.875000 Penalty: 2794.181641
	Iteration 38Q: 3 clusters Score -613242.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -613253.687500 Penalty: 2794.181641
	Iteration 39Q: 3 clusters Score -613253.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -613261.250000 Penalty: 2794.181641
	Iteration 40F: 3 clusters Score -613261.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -613267.812500 Penalty: 2794.181641
	Iteration 41Q: 3 clusters Score -613267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -613271.500000 Penalty: 2794.181641
	Iteration 42Q: 3 clusters Score -613271.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -613272.625000 Penalty: 2794.181641
	Iteration 43Q: 3 clusters Score -613272.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -613275.375000 Penalty: 2794.181641
	Iteration 44Q: 3 clusters Score -613275.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -613279.250000 Penalty: 2794.181641
	Iteration 45Q: 3 clusters Score -613279.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -613286.500000 Penalty: 2794.181641
	Iteration 46Q: 3 clusters Score -613286.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -613294.000000 Penalty: 2794.181641
	Iteration 47Q: 3 clusters Score -613294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -613296.187500 Penalty: 2794.181641
	Iteration 48Q: 3 clusters Score -613296.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -613301.062500 Penalty: 2794.181641
	Iteration 49Q: 3 clusters Score -613301.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -613308.000000 Penalty: 2794.181641
	Iteration 50Q: 3 clusters Score -613308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -613312.312500 Penalty: 2794.181641
	Iteration 51Q: 3 clusters Score -613312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -613314.875000 Penalty: 2794.181641
	Iteration 52Q: 3 clusters Score -613314.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -613319.562500 Penalty: 2794.181641
	Iteration 53Q: 3 clusters Score -613319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -613322.437500 Penalty: 2794.181641
	Iteration 54Q: 3 clusters Score -613322.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -613325.500000 Penalty: 2794.181641
	Iteration 55Q: 3 clusters Score -613325.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -613328.312500 Penalty: 2794.181641
	Iteration 56Q: 3 clusters Score -613328.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -613332.625000 Penalty: 2794.181641
	Iteration 57Q: 3 clusters Score -613332.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -613334.687500 Penalty: 2794.181641
	Iteration 58Q: 3 clusters Score -613334.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -613336.875000 Penalty: 2794.181641
	Iteration 59Q: 3 clusters Score -613336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -613338.062500 Penalty: 2794.181641
	Iteration 60F: 3 clusters Score -613338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -613338.625000 Penalty: 2794.181641
	Iteration 61Q: 3 clusters Score -613338.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -613339.937500 Penalty: 2794.181641
	Iteration 62Q: 3 clusters Score -613339.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -613339.687500 Penalty: 2794.181641
	Iteration 63Q: 3 clusters Score -613339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -613341.687500 Penalty: 2794.181641
	Iteration 64Q: 3 clusters Score -613341.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -613343.000000 Penalty: 2794.181641
	Iteration 65Q: 3 clusters Score -613343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -613343.062500 Penalty: 2794.181641
	Iteration 66Q: 3 clusters Score -613343.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -613343.562500 Penalty: 2794.181641
	Iteration 67Q: 3 clusters Score -613343.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -613345.312500 Penalty: 2794.181641
	Iteration 68Q: 3 clusters Score -613345.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -613347.875000 Penalty: 2794.181641
	Iteration 69Q: 3 clusters Score -613347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -613349.187500 Penalty: 2794.181641
	Iteration 70Q: 3 clusters Score -613349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -613351.375000 Penalty: 2794.181641
	Iteration 71Q: 3 clusters Score -613351.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -613351.187500 Penalty: 2794.181641
	Iteration 72Q: 3 clusters Score -613351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -613352.875000 Penalty: 2794.181641
	Iteration 73Q: 3 clusters Score -613352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -613353.062500 Penalty: 2794.181641
	Iteration 74Q: 3 clusters Score -613353.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -613354.625000 Penalty: 2794.181641
	Iteration 75Q: 3 clusters Score -613354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -613353.687500 Penalty: 2794.181641
	Iteration 76Q: 3 clusters Score -613353.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -613356.562500 Penalty: 2794.181641
	Iteration 77Q: 3 clusters Score -613356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -613357.812500 Penalty: 2794.181641
	Iteration 78Q: 3 clusters Score -613357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -613359.125000 Penalty: 2794.181641
	Iteration 79Q: 3 clusters Score -613359.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -613359.687500 Penalty: 2794.181641
	Iteration 80F: 3 clusters Score -613359.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -613360.375000 Penalty: 2794.181641
	Iteration 81Q: 3 clusters Score -613360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -613360.312500 Penalty: 2794.181641
	Iteration 82Q: 3 clusters Score -613360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -613360.312500 Penalty: 2794.181641
	Iteration 83F: 3 clusters Score -613360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -296073.906250 Penalty: 1276.336914
	Iteration 0F: 2 clusters Score -296073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -293615.875000 Penalty: 2552.673828
	Iteration 0F: 3 clusters Score -293615.9 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -294196.875000 Penalty: 2552.673828
	Iteration 1F: 3 clusters Score -294196.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -294309.125000 Penalty: 2552.673828
	Iteration 2F: 3 clusters Score -294309.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294359.000000 Penalty: 2552.673828
	Iteration 3Q: 3 clusters Score -294359 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -294384.625000 Penalty: 2552.673828
	Iteration 4Q: 3 clusters Score -294384.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294399.125000 Penalty: 2552.673828
	Iteration 5Q: 3 clusters Score -294399.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -294410.312500 Penalty: 2552.673828
	Iteration 6Q: 3 clusters Score -294410.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -294423.937500 Penalty: 2552.673828
	Iteration 7Q: 3 clusters Score -294423.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -294439.468750 Penalty: 2552.673828
	Iteration 8Q: 3 clusters Score -294439.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -294456.343750 Penalty: 2552.673828
	Iteration 9Q: 3 clusters Score -294456.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -294468.531250 Penalty: 2552.673828
	Iteration 10Q: 3 clusters Score -294468.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -294475.125000 Penalty: 2552.673828
	Iteration 11Q: 3 clusters Score -294475.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -294481.187500 Penalty: 2552.673828
	Iteration 12Q: 3 clusters Score -294481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -294486.218750 Penalty: 2552.673828
	Iteration 13Q: 3 clusters Score -294486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -294490.281250 Penalty: 2552.673828
	Iteration 14Q: 3 clusters Score -294490.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -294493.593750 Penalty: 2552.673828
	Iteration 15Q: 3 clusters Score -294493.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -294497.156250 Penalty: 2552.673828
	Iteration 16Q: 3 clusters Score -294497.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -294501.906250 Penalty: 2552.673828
	Iteration 17Q: 3 clusters Score -294501.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -294506.531250 Penalty: 2552.673828
	Iteration 18Q: 3 clusters Score -294506.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294508.187500 Penalty: 2552.673828
	Iteration 19Q: 3 clusters Score -294508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -294510.406250 Penalty: 2552.673828
	Iteration 20F: 3 clusters Score -294510.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -294510.875000 Penalty: 2552.673828
	Iteration 21Q: 3 clusters Score -294510.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -294511.718750 Penalty: 2552.673828
	Iteration 22Q: 3 clusters Score -294511.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -294511.843750 Penalty: 2552.673828
	Iteration 23Q: 3 clusters Score -294511.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -294511.843750 Penalty: 2552.673828
	Iteration 24F: 3 clusters Score -294511.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Entering Unmasked Estep 
Score: -5169190.000000 Penalty: 1738.695557
	Iteration 0F: 2 clusters Score -5169190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5139520.500000 Penalty: 3477.391113
	Iteration 0F: 3 clusters Score -5139520 nChanged 20683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5151176.500000 Penalty: 3477.391113
	Iteration 1F: 3 clusters Score -5151176 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -5151746.000000 Penalty: 3477.391113
	Iteration 2Q: 3 clusters Score -5151746 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5152516.500000 Penalty: 3477.391113
	Iteration 3Q: 3 clusters Score -5152516 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -5153518.000000 Penalty: 3477.391113
	Iteration 4Q: 3 clusters Score -5153518 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -5154697.500000 Penalty: 3477.391113
	Iteration 5F: 3 clusters Score -5154698 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 20672 members 
Entering Unmasked Estep 
Score: -5156296.000000 Penalty: 3477.391113
	Iteration 6F: 3 clusters Score -5156296 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -5158479.500000 Penalty: 3477.391113
	Iteration 7F: 3 clusters Score -5158480 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -5161199.000000 Penalty: 3477.391113
	Iteration 8F: 3 clusters Score -5161199 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -5163634.500000 Penalty: 3477.391113
	Iteration 9F: 3 clusters Score -5163634 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -5164769.500000 Penalty: 3477.391113
	Iteration 10Q: 3 clusters Score -5164770 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5165316.000000 Penalty: 3477.391113
	Iteration 11Q: 3 clusters Score -5165316 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -5165677.500000 Penalty: 3477.391113
	Iteration 12Q: 3 clusters Score -5165678 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -5165939.500000 Penalty: 3477.391113
	Iteration 13Q: 3 clusters Score -5165940 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5166155.500000 Penalty: 3477.391113
	Iteration 14Q: 3 clusters Score -5166156 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5166271.500000 Penalty: 3477.391113
	Iteration 15Q: 3 clusters Score -5166272 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28891 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -5166381.500000 Penalty: 3477.391113
	Iteration 16Q: 3 clusters Score -5166382 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5166476.000000 Penalty: 3477.391113
	Iteration 17Q: 3 clusters Score -5166476 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5166532.500000 Penalty: 3477.391113
	Iteration 18Q: 3 clusters Score -5166532 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -5166580.500000 Penalty: 3477.391113
	Iteration 19Q: 3 clusters Score -5166580 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29950 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -5166608.500000 Penalty: 3477.391113
	Iteration 20F: 3 clusters Score -5166608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -5166645.500000 Penalty: 3477.391113
	Iteration 21Q: 3 clusters Score -5166646 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -5166673.500000 Penalty: 3477.391113
	Iteration 22Q: 3 clusters Score -5166674 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -5166715.000000 Penalty: 3477.391113
	Iteration 23Q: 3 clusters Score -5166715 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5166739.500000 Penalty: 3477.391113
	Iteration 24Q: 3 clusters Score -5166740 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -5166744.500000 Penalty: 3477.391113
	Iteration 25Q: 3 clusters Score -5166744 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -5166755.500000 Penalty: 3477.391113
	Iteration 26Q: 3 clusters Score -5166756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5166777.500000 Penalty: 3477.391113
	Iteration 27Q: 3 clusters Score -5166778 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -5166799.500000 Penalty: 3477.391113
	Iteration 28Q: 3 clusters Score -5166800 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -5166811.000000 Penalty: 3477.391113
	Iteration 29Q: 3 clusters Score -5166811 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -5166833.500000 Penalty: 3477.391113
	Iteration 30Q: 3 clusters Score -5166834 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -5166842.000000 Penalty: 3477.391113
	Iteration 31Q: 3 clusters Score -5166842 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -5166869.500000 Penalty: 3477.391113
	Iteration 32Q: 3 clusters Score -5166870 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -5166858.000000 Penalty: 3477.391113
	Iteration 33Q: 3 clusters Score -5166858 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -5166861.000000 Penalty: 3477.391113
	Iteration 34Q: 3 clusters Score -5166861 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -5166863.000000 Penalty: 3477.391113
	Iteration 35Q: 3 clusters Score -5166863 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -5166863.500000 Penalty: 3477.391113
	Iteration 36Q: 3 clusters Score -5166864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -5166865.000000 Penalty: 3477.391113
	Iteration 37Q: 3 clusters Score -5166865 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5166873.000000 Penalty: 3477.391113
	Iteration 38Q: 3 clusters Score -5166873 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -5166874.000000 Penalty: 3477.391113
	Iteration 39Q: 3 clusters Score -5166874 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -5166882.500000 Penalty: 3477.391113
	Iteration 40F: 3 clusters Score -5166882 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -5166888.000000 Penalty: 3477.391113
	Iteration 41Q: 3 clusters Score -5166888 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -5166897.500000 Penalty: 3477.391113
	Iteration 42Q: 3 clusters Score -5166898 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5166920.000000 Penalty: 3477.391113
	Iteration 43Q: 3 clusters Score -5166920 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5166936.000000 Penalty: 3477.391113
	Iteration 44Q: 3 clusters Score -5166936 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5166950.500000 Penalty: 3477.391113
	Iteration 45Q: 3 clusters Score -5166950 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -5166962.500000 Penalty: 3477.391113
	Iteration 46Q: 3 clusters Score -5166962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -5166976.000000 Penalty: 3477.391113
	Iteration 47Q: 3 clusters Score -5166976 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33345 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5166981.500000 Penalty: 3477.391113
	Iteration 48Q: 3 clusters Score -5166982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -5166988.000000 Penalty: 3477.391113
	Iteration 49Q: 3 clusters Score -5166988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -5166999.000000 Penalty: 3477.391113
	Iteration 50Q: 3 clusters Score -5166999 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -5166999.000000 Penalty: 3477.391113
	Iteration 51Q: 3 clusters Score -5166999 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -5167009.500000 Penalty: 3477.391113
	Iteration 52Q: 3 clusters Score -5167010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -5167028.000000 Penalty: 3477.391113
	Iteration 53Q: 3 clusters Score -5167028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -5167023.000000 Penalty: 3477.391113
	Iteration 54Q: 3 clusters Score -5167023 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33822 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -5167021.000000 Penalty: 3477.391113
	Iteration 55Q: 3 clusters Score -5167021 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -5167030.000000 Penalty: 3477.391113
	Iteration 56Q: 3 clusters Score -5167030 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -5167030.000000 Penalty: 3477.391113
	Iteration 57Q: 3 clusters Score -5167030 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -5167035.500000 Penalty: 3477.391113
	Iteration 58Q: 3 clusters Score -5167036 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -5167036.500000 Penalty: 3477.391113
	Iteration 59Q: 3 clusters Score -5167036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -5167054.000000 Penalty: 3477.391113
	Iteration 60F: 3 clusters Score -5167054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -5167059.500000 Penalty: 3477.391113
	Iteration 61Q: 3 clusters Score -5167060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -5167070.000000 Penalty: 3477.391113
	Iteration 62Q: 3 clusters Score -5167070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -5167071.500000 Penalty: 3477.391113
	Iteration 63Q: 3 clusters Score -5167072 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -5167068.500000 Penalty: 3477.391113
	Iteration 64Q: 3 clusters Score -5167068 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -5167082.500000 Penalty: 3477.391113
	Iteration 65Q: 3 clusters Score -5167082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -5167081.500000 Penalty: 3477.391113
	Iteration 66Q: 3 clusters Score -5167082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -5167080.500000 Penalty: 3477.391113
	Iteration 67Q: 3 clusters Score -5167080 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -5167088.500000 Penalty: 3477.391113
	Iteration 68Q: 3 clusters Score -5167088 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -5167092.000000 Penalty: 3477.391113
	Iteration 69Q: 3 clusters Score -5167092 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5167110.000000 Penalty: 3477.391113
	Iteration 70Q: 3 clusters Score -5167110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -5167102.000000 Penalty: 3477.391113
	Iteration 71Q: 3 clusters Score -5167102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -5167110.500000 Penalty: 3477.391113
	Iteration 72Q: 3 clusters Score -5167110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -5167117.500000 Penalty: 3477.391113
	Iteration 73Q: 3 clusters Score -5167118 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -5167126.000000 Penalty: 3477.391113
	Iteration 74Q: 3 clusters Score -5167126 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -5167134.000000 Penalty: 3477.391113
	Iteration 75Q: 3 clusters Score -5167134 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -5167141.000000 Penalty: 3477.391113
	Iteration 76Q: 3 clusters Score -5167141 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -5167139.500000 Penalty: 3477.391113
	Iteration 77Q: 3 clusters Score -5167140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35415 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5167140 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -5167150.000000 Penalty: 3477.391113
	Iteration 79Q: 3 clusters Score -5167150 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -5167160.500000 Penalty: 3477.391113
	Iteration 80F: 3 clusters Score -5167160 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -5167163.500000 Penalty: 3477.391113
	Iteration 81Q: 3 clusters Score -5167164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -5167168.000000 Penalty: 3477.391113
	Iteration 82Q: 3 clusters Score -5167168 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -5167162.500000 Penalty: 3477.391113
	Iteration 83Q: 3 clusters Score -5167162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -5167173.000000 Penalty: 3477.391113
	Iteration 84Q: 3 clusters Score -5167173 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -5167179.000000 Penalty: 3477.391113
	Iteration 85Q: 3 clusters Score -5167179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5167178.000000 Penalty: 3477.391113
	Iteration 86Q: 3 clusters Score -5167178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -5167181.000000 Penalty: 3477.391113
	Iteration 87Q: 3 clusters Score -5167181 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -5167190.500000 Penalty: 3477.391113
	Iteration 88Q: 3 clusters Score -5167190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -5167190.500000 Penalty: 3477.391113
	Iteration 89Q: 3 clusters Score -5167190 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -5167188.500000 Penalty: 3477.391113
	Iteration 90Q: 3 clusters Score -5167188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5167190.000000 Penalty: 3477.391113
	Iteration 91Q: 3 clusters Score -5167190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5167208.500000 Penalty: 3477.391113
	Iteration 92Q: 3 clusters Score -5167208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -5167212.000000 Penalty: 3477.391113
	Iteration 93Q: 3 clusters Score -5167212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36177 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -5167217.500000 Penalty: 3477.391113
	Iteration 94Q: 3 clusters Score -5167218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5167218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -5167226.000000 Penalty: 3477.391113
	Iteration 96Q: 3 clusters Score -5167226 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -5167225.500000 Penalty: 3477.391113
	Iteration 97Q: 3 clusters Score -5167226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -5167216.500000 Penalty: 3477.391113
	Iteration 98Q: 3 clusters Score -5167216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -5167223.500000 Penalty: 3477.391113
	Iteration 99Q: 3 clusters Score -5167224 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -5167232.500000 Penalty: 3477.391113
	Iteration 100F: 3 clusters Score -5167232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -5167235.000000 Penalty: 3477.391113
	Iteration 101Q: 3 clusters Score -5167235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36497 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -5167242.000000 Penalty: 3477.391113
	Iteration 102Q: 3 clusters Score -5167242 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -5167253.000000 Penalty: 3477.391113
	Iteration 103Q: 3 clusters Score -5167253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -5167246.000000 Penalty: 3477.391113
	Iteration 104Q: 3 clusters Score -5167246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -5167257.000000 Penalty: 3477.391113
	Iteration 105Q: 3 clusters Score -5167257 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -5167266.500000 Penalty: 3477.391113
	Iteration 106Q: 3 clusters Score -5167266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -5167265.000000 Penalty: 3477.391113
	Iteration 107Q: 3 clusters Score -5167265 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -5167262.000000 Penalty: 3477.391113
	Iteration 108Q: 3 clusters Score -5167262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -5167260.000000 Penalty: 3477.391113
	Iteration 109Q: 3 clusters Score -5167260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -5167264.500000 Penalty: 3477.391113
	Iteration 110Q: 3 clusters Score -5167264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5167272.500000 Penalty: 3477.391113
	Iteration 111Q: 3 clusters Score -5167272 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -5167275.000000 Penalty: 3477.391113
	Iteration 112Q: 3 clusters Score -5167275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -5167278.000000 Penalty: 3477.391113
	Iteration 113Q: 3 clusters Score -5167278 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -5167280.500000 Penalty: 3477.391113
	Iteration 114Q: 3 clusters Score -5167280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -5167283.500000 Penalty: 3477.391113
	Iteration 115Q: 3 clusters Score -5167284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -5167286.500000 Penalty: 3477.391113
	Iteration 116Q: 3 clusters Score -5167286 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -5167285.000000 Penalty: 3477.391113
	Iteration 117Q: 3 clusters Score -5167285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5167286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5167288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -5167279.500000 Penalty: 3477.391113
	Iteration 120F: 3 clusters Score -5167280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -5167274.500000 Penalty: 3477.391113
	Iteration 121Q: 3 clusters Score -5167274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -5167277.000000 Penalty: 3477.391113
	Iteration 122Q: 3 clusters Score -5167277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -5167278.500000 Penalty: 3477.391113
	Iteration 123Q: 3 clusters Score -5167278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -5167281.500000 Penalty: 3477.391113
	Iteration 124Q: 3 clusters Score -5167282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -5167291.000000 Penalty: 3477.391113
	Iteration 125Q: 3 clusters Score -5167291 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -5167290.000000 Penalty: 3477.391113
	Iteration 126Q: 3 clusters Score -5167290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -5167291.000000 Penalty: 3477.391113
	Iteration 127Q: 3 clusters Score -5167291 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5167285.000000 Penalty: 3477.391113
	Iteration 128Q: 3 clusters Score -5167285 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -5167294.500000 Penalty: 3477.391113
	Iteration 129Q: 3 clusters Score -5167294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37348 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -5167296.000000 Penalty: 3477.391113
	Iteration 130Q: 3 clusters Score -5167296 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -5167292.500000 Penalty: 3477.391113
	Iteration 131Q: 3 clusters Score -5167292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -5167301.000000 Penalty: 3477.391113
	Iteration 132Q: 3 clusters Score -5167301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -5167309.000000 Penalty: 3477.391113
	Iteration 133Q: 3 clusters Score -5167309 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -5167307.500000 Penalty: 3477.391113
	Iteration 134Q: 3 clusters Score -5167308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -5167309.500000 Penalty: 3477.391113
	Iteration 135Q: 3 clusters Score -5167310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -5167315.500000 Penalty: 3477.391113
	Iteration 136Q: 3 clusters Score -5167316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -5167317.000000 Penalty: 3477.391113
	Iteration 137Q: 3 clusters Score -5167317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5167316.500000 Penalty: 3477.391113
	Iteration 138Q: 3 clusters Score -5167316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -5167317.000000 Penalty: 3477.391113
	Iteration 139Q: 3 clusters Score -5167317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -5167316.500000 Penalty: 3477.391113
	Iteration 140F: 3 clusters Score -5167316 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -5167320.500000 Penalty: 3477.391113
	Iteration 141Q: 3 clusters Score -5167320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5167327.000000 Penalty: 3477.391113
	Iteration 142Q: 3 clusters Score -5167327 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -5167336.500000 Penalty: 3477.391113
	Iteration 143Q: 3 clusters Score -5167336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -5167339.000000 Penalty: 3477.391113
	Iteration 144Q: 3 clusters Score -5167339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -5167336.000000 Penalty: 3477.391113
	Iteration 145Q: 3 clusters Score -5167336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -5167337.500000 Penalty: 3477.391113
	Iteration 146Q: 3 clusters Score -5167338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -5167338.000000 Penalty: 3477.391113
	Iteration 147Q: 3 clusters Score -5167338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -5167344.500000 Penalty: 3477.391113
	Iteration 148Q: 3 clusters Score -5167344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -5167338.500000 Penalty: 3477.391113
	Iteration 149Q: 3 clusters Score -5167338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -5167339.500000 Penalty: 3477.391113
	Iteration 150Q: 3 clusters Score -5167340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5167344.500000 Penalty: 3477.391113
	Iteration 151Q: 3 clusters Score -5167344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -5167360.500000 Penalty: 3477.391113
	Iteration 152Q: 3 clusters Score -5167360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38044 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -5167351.000000 Penalty: 3477.391113
	Iteration 153Q: 3 clusters Score -5167351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -5167352.000000 Penalty: 3477.391113
	Iteration 154Q: 3 clusters Score -5167352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -5167368.000000 Penalty: 3477.391113
	Iteration 155Q: 3 clusters Score -5167368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5167359.500000 Penalty: 3477.391113
	Iteration 156Q: 3 clusters Score -5167360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5167373.000000 Penalty: 3477.391113
	Iteration 157Q: 3 clusters Score -5167373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -5167367.500000 Penalty: 3477.391113
	Iteration 158Q: 3 clusters Score -5167368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -5167372.500000 Penalty: 3477.391113
	Iteration 159Q: 3 clusters Score -5167372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -5167370.500000 Penalty: 3477.391113
	Iteration 160F: 3 clusters Score -5167370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5167378.000000 Penalty: 3477.391113
	Iteration 161Q: 3 clusters Score -5167378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -5167371.000000 Penalty: 3477.391113
	Iteration 162Q: 3 clusters Score -5167371 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -5167387.500000 Penalty: 3477.391113
	Iteration 163Q: 3 clusters Score -5167388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -5167377.000000 Penalty: 3477.391113
	Iteration 164Q: 3 clusters Score -5167377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -5167374.000000 Penalty: 3477.391113
	Iteration 165Q: 3 clusters Score -5167374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -5167385.000000 Penalty: 3477.391113
	Iteration 166Q: 3 clusters Score -5167385 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -5167402.000000 Penalty: 3477.391113
	Iteration 167Q: 3 clusters Score -5167402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -5167411.000000 Penalty: 3477.391113
	Iteration 168Q: 3 clusters Score -5167411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38533 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -5167418.500000 Penalty: 3477.391113
	Iteration 169Q: 3 clusters Score -5167418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -5167408.000000 Penalty: 3477.391113
	Iteration 170Q: 3 clusters Score -5167408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5167403.000000 Penalty: 3477.391113
	Iteration 171Q: 3 clusters Score -5167403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -5167398.000000 Penalty: 3477.391113
	Iteration 172Q: 3 clusters Score -5167398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -5167408.500000 Penalty: 3477.391113
	Iteration 173Q: 3 clusters Score -5167408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -5167404.000000 Penalty: 3477.391113
	Iteration 174Q: 3 clusters Score -5167404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -5167413.000000 Penalty: 3477.391113
	Iteration 175Q: 3 clusters Score -5167413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38665 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -5167410.500000 Penalty: 3477.391113
	Iteration 176Q: 3 clusters Score -5167410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -5167404.500000 Penalty: 3477.391113
	Iteration 177Q: 3 clusters Score -5167404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -5167400.500000 Penalty: 3477.391113
	Iteration 178Q: 3 clusters Score -5167400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -5167404.500000 Penalty: 3477.391113
	Iteration 179Q: 3 clusters Score -5167404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -5167405.000000 Penalty: 3477.391113
	Iteration 180F: 3 clusters Score -5167405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -5167407.500000 Penalty: 3477.391113
	Iteration 181Q: 3 clusters Score -5167408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -5167409.000000 Penalty: 3477.391113
	Iteration 182Q: 3 clusters Score -5167409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -5167407.000000 Penalty: 3477.391113
	Iteration 183Q: 3 clusters Score -5167407 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -5167408.000000 Penalty: 3477.391113
	Iteration 184Q: 3 clusters Score -5167408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -5167405.500000 Penalty: 3477.391113
	Iteration 185Q: 3 clusters Score -5167406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -5167405.500000 Penalty: 3477.391113
	Iteration 186Q: 3 clusters Score -5167406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -5167402.500000 Penalty: 3477.391113
	Iteration 187Q: 3 clusters Score -5167402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -5167403.000000 Penalty: 3477.391113
	Iteration 188Q: 3 clusters Score -5167403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -5167404.500000 Penalty: 3477.391113
	Iteration 189Q: 3 clusters Score -5167404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -5167400.500000 Penalty: 3477.391113
	Iteration 190Q: 3 clusters Score -5167400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -5167406.000000 Penalty: 3477.391113
	Iteration 191Q: 3 clusters Score -5167406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5167401.500000 Penalty: 3477.391113
	Iteration 192Q: 3 clusters Score -5167402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5167401.500000 Penalty: 3477.391113
	Iteration 193F: 3 clusters Score -5167402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Entering Unmasked Estep 
Score: -891985.625000 Penalty: 1458.745361
	Iteration 0F: 2 clusters Score -891985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -886050.375000 Penalty: 2917.490723
	Iteration 0F: 3 clusters Score -886050.4 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -888017.187500 Penalty: 2917.490723
	Iteration 1F: 3 clusters Score -888017.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -888307.437500 Penalty: 2917.490723
	Iteration 2F: 3 clusters Score -888307.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -888617.812500 Penalty: 2917.490723
	Iteration 3F: 3 clusters Score -888617.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -888904.562500 Penalty: 2917.490723
	Iteration 4F: 3 clusters Score -888904.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -889215.187500 Penalty: 2917.490723
	Iteration 5F: 3 clusters Score -889215.2 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -889520.937500 Penalty: 2917.490723
	Iteration 6F: 3 clusters Score -889520.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -889778.812500 Penalty: 2917.490723
	Iteration 7Q: 3 clusters Score -889778.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -890006.687500 Penalty: 2917.490723
	Iteration 8Q: 3 clusters Score -890006.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -890172.750000 Penalty: 2917.490723
	Iteration 9Q: 3 clusters Score -890172.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -890293.562500 Penalty: 2917.490723
	Iteration 10Q: 3 clusters Score -890293.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -890380.812500 Penalty: 2917.490723
	Iteration 11Q: 3 clusters Score -890380.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -890427.000000 Penalty: 2917.490723
	Iteration 12Q: 3 clusters Score -890427 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -890486.000000 Penalty: 2917.490723
	Iteration 13Q: 3 clusters Score -890486 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -890543.312500 Penalty: 2917.490723
	Iteration 14Q: 3 clusters Score -890543.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -890586.312500 Penalty: 2917.490723
	Iteration 15Q: 3 clusters Score -890586.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -890635.312500 Penalty: 2917.490723
	Iteration 16Q: 3 clusters Score -890635.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -890687.187500 Penalty: 2917.490723
	Iteration 17Q: 3 clusters Score -890687.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -890742.312500 Penalty: 2917.490723
	Iteration 18Q: 3 clusters Score -890742.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -890797.875000 Penalty: 2917.490723
	Iteration 19Q: 3 clusters Score -890797.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -890854.125000 Penalty: 2917.490723
	Iteration 20F: 3 clusters Score -890854.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -890912.125000 Penalty: 2917.490723
	Iteration 21Q: 3 clusters Score -890912.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -890961.687500 Penalty: 2917.490723
	Iteration 22Q: 3 clusters Score -890961.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -891009.125000 Penalty: 2917.490723
	Iteration 23Q: 3 clusters Score -891009.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -891039.187500 Penalty: 2917.490723
	Iteration 24Q: 3 clusters Score -891039.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -891062.375000 Penalty: 2917.490723
	Iteration 25Q: 3 clusters Score -891062.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -891079.562500 Penalty: 2917.490723
	Iteration 26Q: 3 clusters Score -891079.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -891091.750000 Penalty: 2917.490723
	Iteration 27Q: 3 clusters Score -891091.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -891106.000000 Penalty: 2917.490723
	Iteration 28Q: 3 clusters Score -891106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -891116.312500 Penalty: 2917.490723
	Iteration 29Q: 3 clusters Score -891116.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -891121.187500 Penalty: 2917.490723
	Iteration 30Q: 3 clusters Score -891121.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -891130.187500 Penalty: 2917.490723
	Iteration 31Q: 3 clusters Score -891130.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -891134.687500 Penalty: 2917.490723
	Iteration 32Q: 3 clusters Score -891134.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -891139.562500 Penalty: 2917.490723
	Iteration 33Q: 3 clusters Score -891139.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -891142.875000 Penalty: 2917.490723
	Iteration 34Q: 3 clusters Score -891142.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -891144.000000 Penalty: 2917.490723
	Iteration 35Q: 3 clusters Score -891144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -891145.125000 Penalty: 2917.490723
	Iteration 36Q: 3 clusters Score -891145.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -891148.562500 Penalty: 2917.490723
	Iteration 37Q: 3 clusters Score -891148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -891151.500000 Penalty: 2917.490723
	Iteration 38Q: 3 clusters Score -891151.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -891153.500000 Penalty: 2917.490723
	Iteration 39Q: 3 clusters Score -891153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -891154.500000 Penalty: 2917.490723
	Iteration 40F: 3 clusters Score -891154.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -891153.500000 Penalty: 2917.490723
	Iteration 41Q: 3 clusters Score -891153.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -891156.562500 Penalty: 2917.490723
	Iteration 42Q: 3 clusters Score -891156.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -891156.312500 Penalty: 2917.490723
	Iteration 43Q: 3 clusters Score -891156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -891158.375000 Penalty: 2917.490723
	Iteration 44Q: 3 clusters Score -891158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -891157.937500 Penalty: 2917.490723
	Iteration 45Q: 3 clusters Score -891157.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -891158.562500 Penalty: 2917.490723
	Iteration 46Q: 3 clusters Score -891158.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -891159.187500 Penalty: 2917.490723
	Iteration 47Q: 3 clusters Score -891159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -891159.000000 Penalty: 2917.490723
	Iteration 48Q: 3 clusters Score -891159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -891160.812500 Penalty: 2917.490723
	Iteration 49Q: 3 clusters Score -891160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -891163.562500 Penalty: 2917.490723
	Iteration 50Q: 3 clusters Score -891163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -891161.875000 Penalty: 2917.490723
	Iteration 51Q: 3 clusters Score -891161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -891161.500000 Penalty: 2917.490723
	Iteration 52Q: 3 clusters Score -891161.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -891162.000000 Penalty: 2917.490723
	Iteration 53Q: 3 clusters Score -891162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -891162.000000 Penalty: 2917.490723
	Iteration 54F: 3 clusters Score -891162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -914153.250000 Penalty: 1459.421143
	Iteration 0F: 2 clusters Score -914153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -908303.500000 Penalty: 2918.842285
	Iteration 0F: 3 clusters Score -908303.5 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -910121.187500 Penalty: 2918.842285
	Iteration 1F: 3 clusters Score -910121.2 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -910377.312500 Penalty: 2918.842285
	Iteration 2F: 3 clusters Score -910377.3 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -910580.062500 Penalty: 2918.842285
	Iteration 3F: 3 clusters Score -910580.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -910759.375000 Penalty: 2918.842285
	Iteration 4Q: 3 clusters Score -910759.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -910918.750000 Penalty: 2918.842285
	Iteration 5Q: 3 clusters Score -910918.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -911086.625000 Penalty: 2918.842285
	Iteration 6Q: 3 clusters Score -911086.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -911285.062500 Penalty: 2918.842285
	Iteration 7Q: 3 clusters Score -911285.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -911507.125000 Penalty: 2918.842285
	Iteration 8Q: 3 clusters Score -911507.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -911747.625000 Penalty: 2918.842285
	Iteration 9Q: 3 clusters Score -911747.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -912024.187500 Penalty: 2918.842285
	Iteration 10Q: 3 clusters Score -912024.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -912310.250000 Penalty: 2918.842285
	Iteration 11Q: 3 clusters Score -912310.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -912524.312500 Penalty: 2918.842285
	Iteration 12Q: 3 clusters Score -912524.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -912663.250000 Penalty: 2918.842285
	Iteration 13Q: 3 clusters Score -912663.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -912745.750000 Penalty: 2918.842285
	Iteration 14Q: 3 clusters Score -912745.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -912798.500000 Penalty: 2918.842285
	Iteration 15Q: 3 clusters Score -912798.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -912829.000000 Penalty: 2918.842285
	Iteration 16Q: 3 clusters Score -912829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -912846.375000 Penalty: 2918.842285
	Iteration 17Q: 3 clusters Score -912846.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -912859.062500 Penalty: 2918.842285
	Iteration 18Q: 3 clusters Score -912859.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -912868.187500 Penalty: 2918.842285
	Iteration 19Q: 3 clusters Score -912868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -912876.750000 Penalty: 2918.842285
	Iteration 20F: 3 clusters Score -912876.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -912889.312500 Penalty: 2918.842285
	Iteration 21Q: 3 clusters Score -912889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -912896.625000 Penalty: 2918.842285
	Iteration 22Q: 3 clusters Score -912896.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -912898.312500 Penalty: 2918.842285
	Iteration 23Q: 3 clusters Score -912898.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -912899.625000 Penalty: 2918.842285
	Iteration 24Q: 3 clusters Score -912899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -912902.437500 Penalty: 2918.842285
	Iteration 25Q: 3 clusters Score -912902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -912902.937500 Penalty: 2918.842285
	Iteration 26Q: 3 clusters Score -912902.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -912902.937500 Penalty: 2918.842285
	Iteration 27F: 3 clusters Score -912902.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Entering Unmasked Estep 
Score: -51030.382812 Penalty: 1031.450806
	Iteration 0F: 2 clusters Score -51030.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -49949.847656 Penalty: 2062.901611
	Iteration 0F: 3 clusters Score -49949.85 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50157.652344 Penalty: 2062.901611
	Iteration 1F: 3 clusters Score -50157.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -50324.554688 Penalty: 2062.901611
	Iteration 2F: 3 clusters Score -50324.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50400.242188 Penalty: 2062.901611
	Iteration 3F: 3 clusters Score -50400.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50443.460938 Penalty: 2062.901611
	Iteration 4Q: 3 clusters Score -50443.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50477.507812 Penalty: 2062.901611
	Iteration 5Q: 3 clusters Score -50477.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50506.011719 Penalty: 2062.901611
	Iteration 6Q: 3 clusters Score -50506.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -50523.968750 Penalty: 2062.901611
	Iteration 7Q: 3 clusters Score -50523.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -50538.769531 Penalty: 2062.901611
	Iteration 8Q: 3 clusters Score -50538.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -50549.375000 Penalty: 2062.901611
	Iteration 9Q: 3 clusters Score -50549.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -50562.656250 Penalty: 2062.901611
	Iteration 10Q: 3 clusters Score -50562.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50563.800781 Penalty: 2062.901611
	Iteration 11Q: 3 clusters Score -50563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -50563.800781 Penalty: 2062.901611
	Iteration 12F: 3 clusters Score -50563.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (86629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86629 members 
Entering Unmasked Estep 
Score: -9933936.000000 Penalty: 1847.525757
	Iteration 0F: 2 clusters Score -9933936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -9876098.000000 Penalty: 3695.051514
	Iteration 0F: 3 clusters Score -9876098 nChanged 41182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -9899964.000000 Penalty: 3695.051514
	Iteration 1F: 3 clusters Score -9899964 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -9900768.000000 Penalty: 3695.051514
	Iteration 2Q: 3 clusters Score -9900768 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -9901958.000000 Penalty: 3695.051514
	Iteration 3Q: 3 clusters Score -9901958 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -9903696.000000 Penalty: 3695.051514
	Iteration 4Q: 3 clusters Score -9903696 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 33047 members 
Entering Unmasked Estep 
Score: -9906241.000000 Penalty: 3695.051514
	Iteration 5F: 3 clusters Score -9906241 nChanged 5449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57697 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -9909992.000000 Penalty: 3695.051514
	Iteration 6F: 3 clusters Score -9909992 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62225 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -9914413.000000 Penalty: 3695.051514
	Iteration 7F: 3 clusters Score -9914413 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66518 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -9918808.000000 Penalty: 3695.051514
	Iteration 8F: 3 clusters Score -9918808 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69987 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -9922047.000000 Penalty: 3695.051514
	Iteration 9Q: 3 clusters Score -9922047 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -9924155.000000 Penalty: 3695.051514
	Iteration 10Q: 3 clusters Score -9924155 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74974 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -9925676.000000 Penalty: 3695.051514
	Iteration 11Q: 3 clusters Score -9925676 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76967 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -9926893.000000 Penalty: 3695.051514
	Iteration 12Q: 3 clusters Score -9926893 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -9927983.000000 Penalty: 3695.051514
	Iteration 13Q: 3 clusters Score -9927983 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80292 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -9929008.000000 Penalty: 3695.051514
	Iteration 14Q: 3 clusters Score -9929008 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81618 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -9929874.000000 Penalty: 3695.051514
	Iteration 15Q: 3 clusters Score -9929874 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -9930627.000000 Penalty: 3695.051514
	Iteration 16Q: 3 clusters Score -9930627 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -9931233.000000 Penalty: 3695.051514
	Iteration 17Q: 3 clusters Score -9931233 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -9931693.000000 Penalty: 3695.051514
	Iteration 18Q: 3 clusters Score -9931693 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84737 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9932029.000000 Penalty: 3695.051514
	Iteration 19Q: 3 clusters Score -9932029 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85077 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9932257.000000 Penalty: 3695.051514
	Iteration 20F: 3 clusters Score -9932257 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85283 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9932420.000000 Penalty: 3695.051514
	Iteration 21Q: 3 clusters Score -9932420 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85418 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -9932572.000000 Penalty: 3695.051514
	Iteration 22Q: 3 clusters Score -9932572 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9932706.000000 Penalty: 3695.051514
	Iteration 23Q: 3 clusters Score -9932706 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9932798.000000 Penalty: 3695.051514
	Iteration 24Q: 3 clusters Score -9932798 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9932856.000000 Penalty: 3695.051514
	Iteration 25Q: 3 clusters Score -9932856 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85613 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9932890.000000 Penalty: 3695.051514
	Iteration 26Q: 3 clusters Score -9932890 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85623 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -9932932.000000 Penalty: 3695.051514
	Iteration 27Q: 3 clusters Score -9932932 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85622 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -9932964.000000 Penalty: 3695.051514
	Iteration 28Q: 3 clusters Score -9932964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85621 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9933004.000000 Penalty: 3695.051514
	Iteration 29Q: 3 clusters Score -9933004 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85608 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9933026.000000 Penalty: 3695.051514
	Iteration 30Q: 3 clusters Score -9933026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9933039.000000 Penalty: 3695.051514
	Iteration 31Q: 3 clusters Score -9933039 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85609 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9933067.000000 Penalty: 3695.051514
	Iteration 32Q: 3 clusters Score -9933067 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9933066.000000 Penalty: 3695.051514
	Iteration 33Q: 3 clusters Score -9933066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85605 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -9933071.000000 Penalty: 3695.051514
	Iteration 34Q: 3 clusters Score -9933071 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85603 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9933064.000000 Penalty: 3695.051514
	Iteration 35Q: 3 clusters Score -9933064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9933071.000000 Penalty: 3695.051514
	Iteration 36Q: 3 clusters Score -9933071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9933078.000000 Penalty: 3695.051514
	Iteration 37Q: 3 clusters Score -9933078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9933067.000000 Penalty: 3695.051514
	Iteration 38Q: 3 clusters Score -9933067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85601 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9933074.000000 Penalty: 3695.051514
	Iteration 39Q: 3 clusters Score -9933074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9933073.000000 Penalty: 3695.051514
	Iteration 40F: 3 clusters Score -9933073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -9933078.000000 Penalty: 3695.051514
	Iteration 41Q: 3 clusters Score -9933078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85600 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9933079.000000 Penalty: 3695.051514
	Iteration 42Q: 3 clusters Score -9933079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9933078.000000 Penalty: 3695.051514
	Iteration 43Q: 3 clusters Score -9933078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85599 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9933078.000000 Penalty: 3695.051514
	Iteration 44F: 3 clusters Score -9933078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -1066678.250000 Penalty: 1484.081909
	Iteration 0F: 2 clusters Score -1066678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1060012.875000 Penalty: 2968.163818
	Iteration 0F: 3 clusters Score -1060013 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1062115.375000 Penalty: 2968.163818
	Iteration 1F: 3 clusters Score -1062115 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1062377.250000 Penalty: 2968.163818
	Iteration 2F: 3 clusters Score -1062377 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1062632.000000 Penalty: 2968.163818
	Iteration 3F: 3 clusters Score -1062632 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1062929.125000 Penalty: 2968.163818
	Iteration 4F: 3 clusters Score -1062929 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1063291.375000 Penalty: 2968.163818
	Iteration 5F: 3 clusters Score -1063291 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1063744.875000 Penalty: 2968.163818
	Iteration 6F: 3 clusters Score -1063745 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1064278.375000 Penalty: 2968.163818
	Iteration 7F: 3 clusters Score -1064278 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1064717.125000 Penalty: 2968.163818
	Iteration 8F: 3 clusters Score -1064717 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1065026.125000 Penalty: 2968.163818
	Iteration 9Q: 3 clusters Score -1065026 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1065200.500000 Penalty: 2968.163818
	Iteration 10Q: 3 clusters Score -1065200 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1065297.500000 Penalty: 2968.163818
	Iteration 11Q: 3 clusters Score -1065298 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1065353.500000 Penalty: 2968.163818
	Iteration 12Q: 3 clusters Score -1065354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1065389.750000 Penalty: 2968.163818
	Iteration 13Q: 3 clusters Score -1065390 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1065414.500000 Penalty: 2968.163818
	Iteration 14Q: 3 clusters Score -1065414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1065431.000000 Penalty: 2968.163818
	Iteration 15Q: 3 clusters Score -1065431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1065448.000000 Penalty: 2968.163818
	Iteration 16Q: 3 clusters Score -1065448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1065456.875000 Penalty: 2968.163818
	Iteration 17Q: 3 clusters Score -1065457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1065469.875000 Penalty: 2968.163818
	Iteration 18Q: 3 clusters Score -1065470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1065478.000000 Penalty: 2968.163818
	Iteration 19Q: 3 clusters Score -1065478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1065485.000000 Penalty: 2968.163818
	Iteration 20F: 3 clusters Score -1065485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1065492.000000 Penalty: 2968.163818
	Iteration 21Q: 3 clusters Score -1065492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1065501.125000 Penalty: 2968.163818
	Iteration 22Q: 3 clusters Score -1065501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1065504.250000 Penalty: 2968.163818
	Iteration 23Q: 3 clusters Score -1065504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1065509.125000 Penalty: 2968.163818
	Iteration 24Q: 3 clusters Score -1065509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1065510.625000 Penalty: 2968.163818
	Iteration 25Q: 3 clusters Score -1065511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1065515.125000 Penalty: 2968.163818
	Iteration 26Q: 3 clusters Score -1065515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1065516.125000 Penalty: 2968.163818
	Iteration 27Q: 3 clusters Score -1065516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1065522.625000 Penalty: 2968.163818
	Iteration 28Q: 3 clusters Score -1065523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1065525.875000 Penalty: 2968.163818
	Iteration 29Q: 3 clusters Score -1065526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1065525.875000 Penalty: 2968.163818
	Iteration 30F: 3 clusters Score -1065526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Entering Unmasked Estep 
Score: -78986.804688 Penalty: 1028.289673
	Iteration 0F: 2 clusters Score -78986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78005.648438 Penalty: 2056.579346
	Iteration 0F: 3 clusters Score -78005.65 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -78750.835938 Penalty: 2056.579346
	Iteration 1F: 3 clusters Score -78750.84 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -79718.234375 Penalty: 2056.579346
	Iteration 2F: 3 clusters Score -79718.23 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80660.898438 Penalty: 2056.579346
	Iteration 3F: 3 clusters Score -80660.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -81493.312500 Penalty: 2056.579346
	Iteration 4Q: 3 clusters Score -81493.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81694.281250 Penalty: 2056.579346
	Iteration 5Q: 3 clusters Score -81694.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81710.484375 Penalty: 2056.579346
	Iteration 6Q: 3 clusters Score -81710.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -81710.484375 Penalty: 2056.579346
	Iteration 7F: 3 clusters Score -81710.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 168 members 
Entering Unmasked Estep 
Score: -40154132.000000 Penalty: 91508.632812
Splitting cluster 44 changes total score from -40152476.000000 to -40154132.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 377 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1783 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6638 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 571 members 
Mstep: Class 42 contains 86629 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154292.000000 Penalty: 91508.632812
Iteration 235F: 45 clusters Score -4.015429e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154452.000000 Penalty: 91508.632812
Iteration 236Q: 45 clusters Score -4.015445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154480.000000 Penalty: 91508.632812
Iteration 237Q: 45 clusters Score -4.015448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154480.000000 Penalty: 91508.632812
Iteration 238F: 45 clusters Score -4.015448e+07 nChanged 0
Entering ConstructFrom: 
Score: -40154480.000000 Penalty: 91508.632812
Entering ConstructFrom: 
Trying to split cluster 1 (653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Entering Unmasked Estep 
Score: -43600.230469 Penalty: 1053.256226
	Iteration 0F: 2 clusters Score -43600.23 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 339 members 
Entering Unmasked Estep 
Score: -42559.128906 Penalty: 2106.512451
	Iteration 0F: 3 clusters Score -42559.13 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -42952.003906 Penalty: 2106.512451
	Iteration 1F: 3 clusters Score -42952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -43176.269531 Penalty: 2106.512451
	Iteration 2F: 3 clusters Score -43176.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -43356.265625 Penalty: 2106.512451
	Iteration 3F: 3 clusters Score -43356.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -43449.437500 Penalty: 2106.512451
	Iteration 4F: 3 clusters Score -43449.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -43550.445312 Penalty: 2106.512451
	Iteration 5Q: 3 clusters Score -43550.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43594.140625 Penalty: 2106.512451
	Iteration 6Q: 3 clusters Score -43594.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43604.250000 Penalty: 2106.512451
	Iteration 7Q: 3 clusters Score -43604.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -43604.250000 Penalty: 2106.512451
	Iteration 8F: 3 clusters Score -43604.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1222 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 184 members 
Mstep: Class 45 contains 484 members 
Entering Unmasked Estep 
Score: -40153440.000000 Penalty: 93588.375000
Splitting cluster 1 changes total score from -40154480.000000 to -40153440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -132719.671875 Penalty: 1155.089600
	Iteration 0F: 2 clusters Score -132719.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -131215.000000 Penalty: 2310.179199
	Iteration 0F: 3 clusters Score -131215 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -131916.093750 Penalty: 2310.179199
	Iteration 1F: 3 clusters Score -131916.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -132320.812500 Penalty: 2310.179199
	Iteration 2F: 3 clusters Score -132320.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -132512.640625 Penalty: 2310.179199
	Iteration 3F: 3 clusters Score -132512.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -132587.421875 Penalty: 2310.179199
	Iteration 4Q: 3 clusters Score -132587.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -132616.046875 Penalty: 2310.179199
	Iteration 5Q: 3 clusters Score -132616 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -132634.531250 Penalty: 2310.179199
	Iteration 6Q: 3 clusters Score -132634.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -132654.546875 Penalty: 2310.179199
	Iteration 7Q: 3 clusters Score -132654.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -132677.750000 Penalty: 2310.179199
	Iteration 8Q: 3 clusters Score -132677.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -132717.453125 Penalty: 2310.179199
	Iteration 9Q: 3 clusters Score -132717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -132769.671875 Penalty: 2310.179199
	Iteration 10Q: 3 clusters Score -132769.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -132818.343750 Penalty: 2310.179199
	Iteration 11Q: 3 clusters Score -132818.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -132863.953125 Penalty: 2310.179199
	Iteration 12Q: 3 clusters Score -132864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132889.625000 Penalty: 2310.179199
	Iteration 13Q: 3 clusters Score -132889.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -132897.062500 Penalty: 2310.179199
	Iteration 14Q: 3 clusters Score -132897.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -132911.781250 Penalty: 2310.179199
	Iteration 15Q: 3 clusters Score -132911.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -132927.906250 Penalty: 2310.179199
	Iteration 16Q: 3 clusters Score -132927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -132934.640625 Penalty: 2310.179199
	Iteration 17Q: 3 clusters Score -132934.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -132938.640625 Penalty: 2310.179199
	Iteration 18Q: 3 clusters Score -132938.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -132943.859375 Penalty: 2310.179199
	Iteration 19Q: 3 clusters Score -132943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -132947.937500 Penalty: 2310.179199
	Iteration 20F: 3 clusters Score -132947.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -132948.937500 Penalty: 2310.179199
	Iteration 21Q: 3 clusters Score -132948.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -132949.781250 Penalty: 2310.179199
	Iteration 22Q: 3 clusters Score -132949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -132952.265625 Penalty: 2310.179199
	Iteration 23Q: 3 clusters Score -132952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132953.031250 Penalty: 2310.179199
	Iteration 24Q: 3 clusters Score -132953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -132953.031250 Penalty: 2310.179199
	Iteration 25F: 3 clusters Score -132953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 376 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 3995 members 
Mstep: Class 6 contains 1386 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 25847 members 
Mstep: Class 9 contains 10293 members 
Mstep: Class 10 contains 1782 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 6348 members 
Mstep: Class 13 contains 3616 members 
Mstep: Class 14 contains 14414 members 
Mstep: Class 15 contains 16260 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 4357 members 
Mstep: Class 19 contains 4574 members 
Mstep: Class 20 contains 3182 members 
Mstep: Class 21 contains 11929 members 
Mstep: Class 22 contains 1722 members 
Mstep: Class 23 contains 6637 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 5779 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 20898 members 
Mstep: Class 28 contains 977 members 
Mstep: Class 29 contains 1553 members 
Mstep: Class 30 contains 4797 members 
Mstep: Class 31 contains 2007 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 392 members 
Mstep: Class 34 contains 13314 members 
Mstep: Class 35 contains 2004 members 
Mstep: Class 36 contains 5418 members 
Mstep: Class 37 contains 2577 members 
Mstep: Class 38 contains 44341 members 
Mstep: Class 39 contains 7918 members 
Mstep: Class 40 contains 7951 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 86627 members 
Mstep: Class 43 contains 9254 members 
Mstep: Class 44 contains 184 members 
Mstep: Class 45 contains 381 members 
Entering Unmasked Estep 
Score: -40153788.000000 Penalty: 93588.375000
Splitting cluster 2 changes total score from -40154480.000000 to -40153788.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62250.417969 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62250.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61287.199219 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61287.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -61402.519531 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61402.52 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61446.386719 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -61446.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61465.894531 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61465.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -61486.265625 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -61486.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -61489.207031 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -61489.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -61492.863281 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -61492.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61494.246094 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -61494.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -61494.246094 Penalty: 1927.116455
	Iteration 8F: 3 clusters Score -61494.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Entering Unmasked Estep 
Score: -558107.875000 Penalty: 1379.295166
	Iteration 0F: 2 clusters Score -558107.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -554200.625000 Penalty: 2758.590332
	Iteration 0F: 3 clusters Score -554200.6 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -555275.312500 Penalty: 2758.590332
	Iteration 1F: 3 clusters Score -555275.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -555428.187500 Penalty: 2758.590332
	Iteration 2F: 3 clusters Score -555428.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -555578.062500 Penalty: 2758.590332
	Iteration 3F: 3 clusters Score -555578.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -555671.750000 Penalty: 2758.590332
	Iteration 4Q: 3 clusters Score -555671.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -555760.562500 Penalty: 2758.590332
	Iteration 5Q: 3 clusters Score -555760.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -555820.812500 Penalty: 2758.590332
	Iteration 6Q: 3 clusters Score -555820.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -555857.625000 Penalty: 2758.590332
	Iteration 7Q: 3 clusters Score -555857.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -555889.687500 Penalty: 2758.590332
	Iteration 8Q: 3 clusters Score -555889.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -555919.562500 Penalty: 2758.590332
	Iteration 9Q: 3 clusters Score -555919.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -555948.875000 Penalty: 2758.590332
	Iteration 10Q: 3 clusters Score -555948.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -555975.625000 Penalty: 2758.590332
	Iteration 11Q: 3 clusters Score -555975.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -556007.562500 Penalty: 2758.590332
	Iteration 12Q: 3 clusters Score -556007.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -556038.062500 Penalty: 2758.590332
	Iteration 13Q: 3 clusters Score -556038.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -556074.937500 Penalty: 2758.590332
	Iteration 14Q: 3 clusters Score -556074.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -556104.937500 Penalty: 2758.590332
	Iteration 15Q: 3 clusters Score -556104.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -556136.750000 Penalty: 2758.590332
	Iteration 16Q: 3 clusters Score -556136.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -556162.812500 Penalty: 2758.590332
	Iteration 17Q: 3 clusters Score -556162.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -556185.000000 Penalty: 2758.590332
	Iteration 18Q: 3 clusters Score -556185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -556200.875000 Penalty: 2758.590332
	Iteration 19Q: 3 clusters Score -556200.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -556222.125000 Penalty: 2758.590332
	Iteration 20F: 3 clusters Score -556222.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -556245.437500 Penalty: 2758.590332
	Iteration 21Q: 3 clusters Score -556245.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -556280.250000 Penalty: 2758.590332
	Iteration 22Q: 3 clusters Score -556280.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -556321.000000 Penalty: 2758.590332
	Iteration 23Q: 3 clusters Score -556321 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -556369.875000 Penalty: 2758.590332
	Iteration 24Q: 3 clusters Score -556369.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -556420.687500 Penalty: 2758.590332
	Iteration 25Q: 3 clusters Score -556420.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -556469.375000 Penalty: 2758.590332
	Iteration 26Q: 3 clusters Score -556469.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -556524.687500 Penalty: 2758.590332
	Iteration 27Q: 3 clusters Score -556524.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -556567.750000 Penalty: 2758.590332
	Iteration 28Q: 3 clusters Score -556567.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -556611.062500 Penalty: 2758.590332
	Iteration 29Q: 3 clusters Score -556611.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -556665.187500 Penalty: 2758.590332
	Iteration 30Q: 3 clusters Score -556665.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -556717.562500 Penalty: 2758.590332
	Iteration 31Q: 3 clusters Score -556717.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -556756.500000 Penalty: 2758.590332
	Iteration 32Q: 3 clusters Score -556756.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -556789.000000 Penalty: 2758.590332
	Iteration 33Q: 3 clusters Score -556789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -556809.437500 Penalty: 2758.590332
	Iteration 34Q: 3 clusters Score -556809.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -556829.625000 Penalty: 2758.590332
	Iteration 35Q: 3 clusters Score -556829.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -556848.875000 Penalty: 2758.590332
	Iteration 36Q: 3 clusters Score -556848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -556862.437500 Penalty: 2758.590332
	Iteration 37Q: 3 clusters Score -556862.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -556876.250000 Penalty: 2758.590332
	Iteration 38Q: 3 clusters Score -556876.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -556883.250000 Penalty: 2758.590332
	Iteration 39Q: 3 clusters Score -556883.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -556892.375000 Penalty: 2758.590332
	Iteration 40F: 3 clusters Score -556892.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -556901.437500 Penalty: 2758.590332
	Iteration 41Q: 3 clusters Score -556901.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -556912.875000 Penalty: 2758.590332
	Iteration 42Q: 3 clusters Score -556912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -556922.312500 Penalty: 2758.590332
	Iteration 43Q: 3 clusters Score -556922.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -556925.250000 Penalty: 2758.590332
	Iteration 44Q: 3 clusters Score -556925.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -556929.187500 Penalty: 2758.590332
	Iteration 45Q: 3 clusters Score -556929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -556934.000000 Penalty: 2758.590332
	Iteration 46Q: 3 clusters Score -556934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -556935.937500 Penalty: 2758.590332
	Iteration 47Q: 3 clusters Score -556935.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -556935.937500 Penalty: 2758.590332
	Iteration 48F: 3 clusters Score -556935.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -405670.125000 Penalty: 1347.579834
	Iteration 0F: 2 clusters Score -405670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -402420.093750 Penalty: 2695.159668
	Iteration 0F: 3 clusters Score -402420.1 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -403550.562500 Penalty: 2695.159668
	Iteration 1F: 3 clusters Score -403550.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -403859.781250 Penalty: 2695.159668
	Iteration 2F: 3 clusters Score -403859.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -404050.093750 Penalty: 2695.159668
	Iteration 3F: 3 clusters Score -404050.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -404162.937500 Penalty: 2695.159668
	Iteration 4Q: 3 clusters Score -404162.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -404245.375000 Penalty: 2695.159668
	Iteration 5Q: 3 clusters Score -404245.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -404318.562500 Penalty: 2695.159668
	Iteration 6Q: 3 clusters Score -404318.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -404370.343750 Penalty: 2695.159668
	Iteration 7Q: 3 clusters Score -404370.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -404405.968750 Penalty: 2695.159668
	Iteration 8Q: 3 clusters Score -404406 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -404435.812500 Penalty: 2695.159668
	Iteration 9Q: 3 clusters Score -404435.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -404455.781250 Penalty: 2695.159668
	Iteration 10Q: 3 clusters Score -404455.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -404476.218750 Penalty: 2695.159668
	Iteration 11Q: 3 clusters Score -404476.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -404490.875000 Penalty: 2695.159668
	Iteration 12Q: 3 clusters Score -404490.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -404507.531250 Penalty: 2695.159668
	Iteration 13Q: 3 clusters Score -404507.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -404522.750000 Penalty: 2695.159668
	Iteration 14Q: 3 clusters Score -404522.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -404534.875000 Penalty: 2695.159668
	Iteration 15Q: 3 clusters Score -404534.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -404540.906250 Penalty: 2695.159668
	Iteration 16Q: 3 clusters Score -404540.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -404544.000000 Penalty: 2695.159668
	Iteration 17Q: 3 clusters Score -404544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -404548.343750 Penalty: 2695.159668
	Iteration 18Q: 3 clusters Score -404548.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -404550.500000 Penalty: 2695.159668
	Iteration 19Q: 3 clusters Score -404550.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -404552.218750 Penalty: 2695.159668
	Iteration 20F: 3 clusters Score -404552.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -404555.875000 Penalty: 2695.159668
	Iteration 21Q: 3 clusters Score -404555.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -404557.281250 Penalty: 2695.159668
	Iteration 22Q: 3 clusters Score -404557.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -404560.843750 Penalty: 2695.159668
	Iteration 23Q: 3 clusters Score -404560.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -404565.250000 Penalty: 2695.159668
	Iteration 24Q: 3 clusters Score -404565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -404567.375000 Penalty: 2695.159668
	Iteration 25Q: 3 clusters Score -404567.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -404570.468750 Penalty: 2695.159668
	Iteration 26Q: 3 clusters Score -404570.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -404572.062500 Penalty: 2695.159668
	Iteration 27Q: 3 clusters Score -404572.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -404575.562500 Penalty: 2695.159668
	Iteration 28Q: 3 clusters Score -404575.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -404578.281250 Penalty: 2695.159668
	Iteration 29Q: 3 clusters Score -404578.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -404581.593750 Penalty: 2695.159668
	Iteration 30Q: 3 clusters Score -404581.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -404584.500000 Penalty: 2695.159668
	Iteration 31Q: 3 clusters Score -404584.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -404587.031250 Penalty: 2695.159668
	Iteration 32Q: 3 clusters Score -404587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -404589.687500 Penalty: 2695.159668
	Iteration 33Q: 3 clusters Score -404589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -404594.437500 Penalty: 2695.159668
	Iteration 34Q: 3 clusters Score -404594.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -404596.531250 Penalty: 2695.159668
	Iteration 35Q: 3 clusters Score -404596.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -404599.812500 Penalty: 2695.159668
	Iteration 36Q: 3 clusters Score -404599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -404600.781250 Penalty: 2695.159668
	Iteration 37Q: 3 clusters Score -404600.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -404602.156250 Penalty: 2695.159668
	Iteration 38Q: 3 clusters Score -404602.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -404602.750000 Penalty: 2695.159668
	Iteration 39Q: 3 clusters Score -404602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -404603.875000 Penalty: 2695.159668
	Iteration 40F: 3 clusters Score -404603.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -404605.125000 Penalty: 2695.159668
	Iteration 41Q: 3 clusters Score -404605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -404607.375000 Penalty: 2695.159668
	Iteration 42Q: 3 clusters Score -404607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -404609.218750 Penalty: 2695.159668
	Iteration 43Q: 3 clusters Score -404609.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -404610.687500 Penalty: 2695.159668
	Iteration 44Q: 3 clusters Score -404610.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -404612.625000 Penalty: 2695.159668
	Iteration 45Q: 3 clusters Score -404612.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -404614.375000 Penalty: 2695.159668
	Iteration 46Q: 3 clusters Score -404614.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -404616.312500 Penalty: 2695.159668
	Iteration 47Q: 3 clusters Score -404616.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -404618.250000 Penalty: 2695.159668
	Iteration 48Q: 3 clusters Score -404618.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -404621.750000 Penalty: 2695.159668
	Iteration 49Q: 3 clusters Score -404621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -404623.562500 Penalty: 2695.159668
	Iteration 50Q: 3 clusters Score -404623.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -404625.531250 Penalty: 2695.159668
	Iteration 51Q: 3 clusters Score -404625.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -404628.375000 Penalty: 2695.159668
	Iteration 52Q: 3 clusters Score -404628.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -404631.250000 Penalty: 2695.159668
	Iteration 53Q: 3 clusters Score -404631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -404634.156250 Penalty: 2695.159668
	Iteration 54Q: 3 clusters Score -404634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -404637.531250 Penalty: 2695.159668
	Iteration 55Q: 3 clusters Score -404637.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -404640.000000 Penalty: 2695.159668
	Iteration 56Q: 3 clusters Score -404640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -404646.093750 Penalty: 2695.159668
	Iteration 57Q: 3 clusters Score -404646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -404650.500000 Penalty: 2695.159668
	Iteration 58Q: 3 clusters Score -404650.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -404654.531250 Penalty: 2695.159668
	Iteration 59Q: 3 clusters Score -404654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -404660.625000 Penalty: 2695.159668
	Iteration 60F: 3 clusters Score -404660.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -404667.312500 Penalty: 2695.159668
	Iteration 61Q: 3 clusters Score -404667.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -404674.968750 Penalty: 2695.159668
	Iteration 62Q: 3 clusters Score -404675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -404685.687500 Penalty: 2695.159668
	Iteration 63Q: 3 clusters Score -404685.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -404692.343750 Penalty: 2695.159668
	Iteration 64Q: 3 clusters Score -404692.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -404703.281250 Penalty: 2695.159668
	Iteration 65Q: 3 clusters Score -404703.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -404712.906250 Penalty: 2695.159668
	Iteration 66Q: 3 clusters Score -404712.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -404724.937500 Penalty: 2695.159668
	Iteration 67Q: 3 clusters Score -404724.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -404732.906250 Penalty: 2695.159668
	Iteration 68Q: 3 clusters Score -404732.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -404737.593750 Penalty: 2695.159668
	Iteration 69Q: 3 clusters Score -404737.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -404744.843750 Penalty: 2695.159668
	Iteration 70Q: 3 clusters Score -404744.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -404757.375000 Penalty: 2695.159668
	Iteration 71Q: 3 clusters Score -404757.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -404771.500000 Penalty: 2695.159668
	Iteration 72Q: 3 clusters Score -404771.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -404788.531250 Penalty: 2695.159668
	Iteration 73Q: 3 clusters Score -404788.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -404796.031250 Penalty: 2695.159668
	Iteration 74Q: 3 clusters Score -404796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -404803.062500 Penalty: 2695.159668
	Iteration 75Q: 3 clusters Score -404803.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -404810.093750 Penalty: 2695.159668
	Iteration 76Q: 3 clusters Score -404810.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -404817.187500 Penalty: 2695.159668
	Iteration 77Q: 3 clusters Score -404817.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -404824.750000 Penalty: 2695.159668
	Iteration 78Q: 3 clusters Score -404824.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -404831.562500 Penalty: 2695.159668
	Iteration 79Q: 3 clusters Score -404831.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -404841.156250 Penalty: 2695.159668
	Iteration 80F: 3 clusters Score -404841.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -404849.031250 Penalty: 2695.159668
	Iteration 81Q: 3 clusters Score -404849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -404855.625000 Penalty: 2695.159668
	Iteration 82Q: 3 clusters Score -404855.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -404862.656250 Penalty: 2695.159668
	Iteration 83Q: 3 clusters Score -404862.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -404868.500000 Penalty: 2695.159668
	Iteration 84Q: 3 clusters Score -404868.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -404876.468750 Penalty: 2695.159668
	Iteration 85Q: 3 clusters Score -404876.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -404883.562500 Penalty: 2695.159668
	Iteration 86Q: 3 clusters Score -404883.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -404891.093750 Penalty: 2695.159668
	Iteration 87Q: 3 clusters Score -404891.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -404898.750000 Penalty: 2695.159668
	Iteration 88Q: 3 clusters Score -404898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -404902.062500 Penalty: 2695.159668
	Iteration 89Q: 3 clusters Score -404902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -404902.968750 Penalty: 2695.159668
	Iteration 90Q: 3 clusters Score -404903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -404906.531250 Penalty: 2695.159668
	Iteration 91Q: 3 clusters Score -404906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -404910.125000 Penalty: 2695.159668
	Iteration 92Q: 3 clusters Score -404910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -404911.531250 Penalty: 2695.159668
	Iteration 93Q: 3 clusters Score -404911.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -404912.906250 Penalty: 2695.159668
	Iteration 94Q: 3 clusters Score -404912.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -404913.656250 Penalty: 2695.159668
	Iteration 95Q: 3 clusters Score -404913.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -404914.187500 Penalty: 2695.159668
	Iteration 96Q: 3 clusters Score -404914.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -404914.562500 Penalty: 2695.159668
	Iteration 97Q: 3 clusters Score -404914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -404914.562500 Penalty: 2695.159668
	Iteration 98F: 3 clusters Score -404914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -156827.468750 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -156827.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -155118.375000 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -155118.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -155411.406250 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -155411.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155515.281250 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -155515.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -155567.125000 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -155567.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -155599.500000 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -155599.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -155620.937500 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -155620.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -155633.906250 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -155633.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -155643.546875 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -155643.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -155647.937500 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -155647.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -155652.687500 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -155652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -155653.984375 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -155654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155654.500000 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -155654.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -155654.500000 Penalty: 2351.107666
	Iteration 12F: 3 clusters Score -155654.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Entering Unmasked Estep 
Score: -110764.578125 Penalty: 1156.809326
	Iteration 0F: 2 clusters Score -110764.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -109172.507812 Penalty: 2313.618652
	Iteration 0F: 3 clusters Score -109172.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -109540.117188 Penalty: 2313.618652
	Iteration 1F: 3 clusters Score -109540.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -109679.257812 Penalty: 2313.618652
	Iteration 2F: 3 clusters Score -109679.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -109772.367188 Penalty: 2313.618652
	Iteration 3F: 3 clusters Score -109772.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109842.187500 Penalty: 2313.618652
	Iteration 4Q: 3 clusters Score -109842.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109905.484375 Penalty: 2313.618652
	Iteration 5Q: 3 clusters Score -109905.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -109967.960938 Penalty: 2313.618652
	Iteration 6Q: 3 clusters Score -109968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -110039.156250 Penalty: 2313.618652
	Iteration 7Q: 3 clusters Score -110039.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -110107.531250 Penalty: 2313.618652
	Iteration 8Q: 3 clusters Score -110107.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110157.210938 Penalty: 2313.618652
	Iteration 9Q: 3 clusters Score -110157.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -110195.601562 Penalty: 2313.618652
	Iteration 10Q: 3 clusters Score -110195.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110238.539062 Penalty: 2313.618652
	Iteration 11Q: 3 clusters Score -110238.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110275.328125 Penalty: 2313.618652
	Iteration 12Q: 3 clusters Score -110275.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -110305.054688 Penalty: 2313.618652
	Iteration 13Q: 3 clusters Score -110305.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110336.515625 Penalty: 2313.618652
	Iteration 14Q: 3 clusters Score -110336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -110345.640625 Penalty: 2313.618652
	Iteration 15Q: 3 clusters Score -110345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -110353.859375 Penalty: 2313.618652
	Iteration 16Q: 3 clusters Score -110353.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -110360.796875 Penalty: 2313.618652
	Iteration 17Q: 3 clusters Score -110360.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110362.093750 Penalty: 2313.618652
	Iteration 18Q: 3 clusters Score -110362.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -110362.093750 Penalty: 2313.618652
	Iteration 19F: 3 clusters Score -110362.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (25847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Entering Unmasked Estep 
Score: -2978847.750000 Penalty: 1650.991943
	Iteration 0F: 2 clusters Score -2978848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -2961269.750000 Penalty: 3301.983887
	Iteration 0F: 3 clusters Score -2961270 nChanged 11880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -2967981.500000 Penalty: 3301.983887
	Iteration 1F: 3 clusters Score -2967982 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2968553.500000 Penalty: 3301.983887
	Iteration 2F: 3 clusters Score -2968554 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -2969288.000000 Penalty: 3301.983887
	Iteration 3F: 3 clusters Score -2969288 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2970347.750000 Penalty: 3301.983887
	Iteration 4F: 3 clusters Score -2970348 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2971857.500000 Penalty: 3301.983887
	Iteration 5F: 3 clusters Score -2971858 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2973603.750000 Penalty: 3301.983887
	Iteration 6F: 3 clusters Score -2973604 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2975128.000000 Penalty: 3301.983887
	Iteration 7F: 3 clusters Score -2975128 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2976223.000000 Penalty: 3301.983887
	Iteration 8Q: 3 clusters Score -2976223 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2976916.250000 Penalty: 3301.983887
	Iteration 9Q: 3 clusters Score -2976916 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2977328.500000 Penalty: 3301.983887
	Iteration 10Q: 3 clusters Score -2977328 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2977559.250000 Penalty: 3301.983887
	Iteration 11Q: 3 clusters Score -2977559 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2977746.500000 Penalty: 3301.983887
	Iteration 12Q: 3 clusters Score -2977746 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2977864.250000 Penalty: 3301.983887
	Iteration 13Q: 3 clusters Score -2977864 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2977934.250000 Penalty: 3301.983887
	Iteration 14Q: 3 clusters Score -2977934 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2977952.750000 Penalty: 3301.983887
	Iteration 15Q: 3 clusters Score -2977953 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2977969.500000 Penalty: 3301.983887
	Iteration 16Q: 3 clusters Score -2977970 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2977981.500000 Penalty: 3301.983887
	Iteration 17Q: 3 clusters Score -2977982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2977984.750000 Penalty: 3301.983887
	Iteration 18Q: 3 clusters Score -2977985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2977996.500000 Penalty: 3301.983887
	Iteration 19Q: 3 clusters Score -2977996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2977996.250000 Penalty: 3301.983887
	Iteration 20F: 3 clusters Score -2977996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2977998.250000 Penalty: 3301.983887
	Iteration 21Q: 3 clusters Score -2977998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2977998.000000 Penalty: 3301.983887
	Iteration 22Q: 3 clusters Score -2977998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2978002.250000 Penalty: 3301.983887
	Iteration 23Q: 3 clusters Score -2978002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2978001.250000 Penalty: 3301.983887
	Iteration 24Q: 3 clusters Score -2978001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2978001.250000 Penalty: 3301.983887
	Iteration 25F: 3 clusters Score -2978001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Entering Unmasked Estep 
Score: -1169712.500000 Penalty: 1501.373169
	Iteration 0F: 2 clusters Score -1169712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1162333.125000 Penalty: 3002.746338
	Iteration 0F: 3 clusters Score -1162333 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1164717.250000 Penalty: 3002.746338
	Iteration 1F: 3 clusters Score -1164717 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1164933.500000 Penalty: 3002.746338
	Iteration 2F: 3 clusters Score -1164934 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1165087.500000 Penalty: 3002.746338
	Iteration 3Q: 3 clusters Score -1165088 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1165206.000000 Penalty: 3002.746338
	Iteration 4Q: 3 clusters Score -1165206 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1165306.125000 Penalty: 3002.746338
	Iteration 5Q: 3 clusters Score -1165306 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1165399.625000 Penalty: 3002.746338
	Iteration 6Q: 3 clusters Score -1165400 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1165485.000000 Penalty: 3002.746338
	Iteration 7Q: 3 clusters Score -1165485 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1165586.375000 Penalty: 3002.746338
	Iteration 8Q: 3 clusters Score -1165586 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1165703.500000 Penalty: 3002.746338
	Iteration 9Q: 3 clusters Score -1165704 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1165836.250000 Penalty: 3002.746338
	Iteration 10Q: 3 clusters Score -1165836 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1165993.500000 Penalty: 3002.746338
	Iteration 11Q: 3 clusters Score -1165994 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1166201.500000 Penalty: 3002.746338
	Iteration 12Q: 3 clusters Score -1166202 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1166477.000000 Penalty: 3002.746338
	Iteration 13Q: 3 clusters Score -1166477 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1166818.125000 Penalty: 3002.746338
	Iteration 14F: 3 clusters Score -1166818 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1167225.000000 Penalty: 3002.746338
	Iteration 15F: 3 clusters Score -1167225 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1167604.250000 Penalty: 3002.746338
	Iteration 16Q: 3 clusters Score -1167604 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1167927.125000 Penalty: 3002.746338
	Iteration 17Q: 3 clusters Score -1167927 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1168183.625000 Penalty: 3002.746338
	Iteration 18Q: 3 clusters Score -1168184 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1168357.250000 Penalty: 3002.746338
	Iteration 19Q: 3 clusters Score -1168357 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1168445.250000 Penalty: 3002.746338
	Iteration 20F: 3 clusters Score -1168445 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1168501.000000 Penalty: 3002.746338
	Iteration 21Q: 3 clusters Score -1168501 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1168528.000000 Penalty: 3002.746338
	Iteration 22Q: 3 clusters Score -1168528 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1168544.375000 Penalty: 3002.746338
	Iteration 23Q: 3 clusters Score -1168544 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1168558.375000 Penalty: 3002.746338
	Iteration 24Q: 3 clusters Score -1168558 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1168567.500000 Penalty: 3002.746338
	Iteration 25Q: 3 clusters Score -1168568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1168578.875000 Penalty: 3002.746338
	Iteration 26Q: 3 clusters Score -1168579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1168590.375000 Penalty: 3002.746338
	Iteration 27Q: 3 clusters Score -1168590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1168595.625000 Penalty: 3002.746338
	Iteration 28Q: 3 clusters Score -1168596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1168604.375000 Penalty: 3002.746338
	Iteration 29Q: 3 clusters Score -1168604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1168617.000000 Penalty: 3002.746338
	Iteration 30Q: 3 clusters Score -1168617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1168626.000000 Penalty: 3002.746338
	Iteration 31Q: 3 clusters Score -1168626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1168633.500000 Penalty: 3002.746338
	Iteration 32Q: 3 clusters Score -1168634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1168643.625000 Penalty: 3002.746338
	Iteration 33Q: 3 clusters Score -1168644 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1168648.250000 Penalty: 3002.746338
	Iteration 34Q: 3 clusters Score -1168648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1168650.500000 Penalty: 3002.746338
	Iteration 35Q: 3 clusters Score -1168650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1168651.000000 Penalty: 3002.746338
	Iteration 36Q: 3 clusters Score -1168651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1168655.875000 Penalty: 3002.746338
	Iteration 37Q: 3 clusters Score -1168656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1168656.500000 Penalty: 3002.746338
	Iteration 38Q: 3 clusters Score -1168656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1168658.000000 Penalty: 3002.746338
	Iteration 39Q: 3 clusters Score -1168658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1168658.625000 Penalty: 3002.746338
	Iteration 40F: 3 clusters Score -1168659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1168658.375000 Penalty: 3002.746338
	Iteration 41Q: 3 clusters Score -1168658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1168657.625000 Penalty: 3002.746338
	Iteration 42Q: 3 clusters Score -1168658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1168658.000000 Penalty: 3002.746338
	Iteration 43Q: 3 clusters Score -1168658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1168658.375000 Penalty: 3002.746338
	Iteration 44Q: 3 clusters Score -1168658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1168657.125000 Penalty: 3002.746338
	Iteration 45Q: 3 clusters Score -1168657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1168656.125000 Penalty: 3002.746338
	Iteration 46Q: 3 clusters Score -1168656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1168657.750000 Penalty: 3002.746338
	Iteration 47Q: 3 clusters Score -1168658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1168657.625000 Penalty: 3002.746338
	Iteration 48Q: 3 clusters Score -1168658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1168657.875000 Penalty: 3002.746338
	Iteration 49Q: 3 clusters Score -1168658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1168659.500000 Penalty: 3002.746338
	Iteration 50Q: 3 clusters Score -1168660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1168659.125000 Penalty: 3002.746338
	Iteration 51Q: 3 clusters Score -1168659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1168659.125000 Penalty: 3002.746338
	Iteration 52Q: 3 clusters Score -1168659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1168661.375000 Penalty: 3002.746338
	Iteration 53Q: 3 clusters Score -1168661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1168660.125000 Penalty: 3002.746338
	Iteration 54Q: 3 clusters Score -1168660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1168660.875000 Penalty: 3002.746338
	Iteration 55Q: 3 clusters Score -1168661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1168661.500000 Penalty: 3002.746338
	Iteration 56Q: 3 clusters Score -1168662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1168660.375000 Penalty: 3002.746338
	Iteration 57Q: 3 clusters Score -1168660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1168661.625000 Penalty: 3002.746338
	Iteration 58Q: 3 clusters Score -1168662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1168660.875000 Penalty: 3002.746338
	Iteration 59Q: 3 clusters Score -1168661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1168661.625000 Penalty: 3002.746338
	Iteration 60F: 3 clusters Score -1168662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1168660.000000 Penalty: 3002.746338
	Iteration 61Q: 3 clusters Score -1168660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1168660.000000 Penalty: 3002.746338
	Iteration 62F: 3 clusters Score -1168660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -191998.375000 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -191998.4 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 877 members 
Entering Unmasked Estep 
Score: -190069.984375 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -190070 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -190555.328125 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -190555.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190746.765625 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -190746.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -190886.265625 Penalty: 2432.784912
	Iteration 3F: 3 clusters Score -190886.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -190965.109375 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -190965.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -191027.343750 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -191027.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -191101.296875 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -191101.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -191152.250000 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -191152.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -191197.609375 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -191197.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -191233.703125 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -191233.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -191269.953125 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -191270 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -191300.875000 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -191300.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -191318.453125 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -191318.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -191339.890625 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -191339.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -191373.968750 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -191374 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -191413.000000 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -191413 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -191444.062500 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -191444.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -191484.125000 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -191484.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191525.765625 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -191525.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -191552.390625 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -191552.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -191583.796875 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -191583.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -191617.515625 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -191617.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191646.921875 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -191646.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -191661.828125 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -191661.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -191671.671875 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -191671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -191676.687500 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -191676.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -191683.343750 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -191683.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191686.687500 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -191686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -191688.078125 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -191688.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -191690.015625 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -191690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -191693.296875 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -191693.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -191695.343750 Penalty: 2432.784912
	Iteration 31Q: 3 clusters Score -191695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -191696.906250 Penalty: 2432.784912
	Iteration 32Q: 3 clusters Score -191696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191698.734375 Penalty: 2432.784912
	Iteration 33Q: 3 clusters Score -191698.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191698.734375 Penalty: 2432.784912
	Iteration 34F: 3 clusters Score -191698.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Entering Unmasked Estep 
Score: -248565.593750 Penalty: 1254.791138
	Iteration 0F: 2 clusters Score -248565.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -246350.875000 Penalty: 2509.582275
	Iteration 0F: 3 clusters Score -246350.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -246826.812500 Penalty: 2509.582275
	Iteration 1F: 3 clusters Score -246826.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -246973.734375 Penalty: 2509.582275
	Iteration 2F: 3 clusters Score -246973.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -247071.437500 Penalty: 2509.582275
	Iteration 3Q: 3 clusters Score -247071.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -247163.750000 Penalty: 2509.582275
	Iteration 4Q: 3 clusters Score -247163.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -247263.000000 Penalty: 2509.582275
	Iteration 5Q: 3 clusters Score -247263 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -247409.609375 Penalty: 2509.582275
	Iteration 6F: 3 clusters Score -247409.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -247620.140625 Penalty: 2509.582275
	Iteration 7F: 3 clusters Score -247620.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -247822.531250 Penalty: 2509.582275
	Iteration 8F: 3 clusters Score -247822.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -248000.234375 Penalty: 2509.582275
	Iteration 9F: 3 clusters Score -248000.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -248128.562500 Penalty: 2509.582275
	Iteration 10Q: 3 clusters Score -248128.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -248248.421875 Penalty: 2509.582275
	Iteration 11Q: 3 clusters Score -248248.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -248310.890625 Penalty: 2509.582275
	Iteration 12Q: 3 clusters Score -248310.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -248350.859375 Penalty: 2509.582275
	Iteration 13Q: 3 clusters Score -248350.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -248363.328125 Penalty: 2509.582275
	Iteration 14Q: 3 clusters Score -248363.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -248373.046875 Penalty: 2509.582275
	Iteration 15Q: 3 clusters Score -248373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -248380.203125 Penalty: 2509.582275
	Iteration 16Q: 3 clusters Score -248380.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -248384.937500 Penalty: 2509.582275
	Iteration 17Q: 3 clusters Score -248384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -248385.625000 Penalty: 2509.582275
	Iteration 18Q: 3 clusters Score -248385.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -248386.093750 Penalty: 2509.582275
	Iteration 19Q: 3 clusters Score -248386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -248386.093750 Penalty: 2509.582275
	Iteration 20F: 3 clusters Score -248386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Entering Unmasked Estep 
Score: -728986.312500 Penalty: 1422.832886
	Iteration 0F: 2 clusters Score -728986.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -724117.750000 Penalty: 2845.665771
	Iteration 0F: 3 clusters Score -724117.8 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -725516.000000 Penalty: 2845.665771
	Iteration 1F: 3 clusters Score -725516 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -725718.812500 Penalty: 2845.665771
	Iteration 2F: 3 clusters Score -725718.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -725838.375000 Penalty: 2845.665771
	Iteration 3Q: 3 clusters Score -725838.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -725932.625000 Penalty: 2845.665771
	Iteration 4Q: 3 clusters Score -725932.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -725998.000000 Penalty: 2845.665771
	Iteration 5Q: 3 clusters Score -725998 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -726045.750000 Penalty: 2845.665771
	Iteration 6Q: 3 clusters Score -726045.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -726091.500000 Penalty: 2845.665771
	Iteration 7Q: 3 clusters Score -726091.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -726141.187500 Penalty: 2845.665771
	Iteration 8Q: 3 clusters Score -726141.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -726189.125000 Penalty: 2845.665771
	Iteration 9Q: 3 clusters Score -726189.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -726241.375000 Penalty: 2845.665771
	Iteration 10Q: 3 clusters Score -726241.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -726288.625000 Penalty: 2845.665771
	Iteration 11Q: 3 clusters Score -726288.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -726342.937500 Penalty: 2845.665771
	Iteration 12Q: 3 clusters Score -726342.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -726398.062500 Penalty: 2845.665771
	Iteration 13Q: 3 clusters Score -726398.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -726460.500000 Penalty: 2845.665771
	Iteration 14Q: 3 clusters Score -726460.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -726529.000000 Penalty: 2845.665771
	Iteration 15Q: 3 clusters Score -726529 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -726600.625000 Penalty: 2845.665771
	Iteration 16Q: 3 clusters Score -726600.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -726692.000000 Penalty: 2845.665771
	Iteration 17Q: 3 clusters Score -726692 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -726802.687500 Penalty: 2845.665771
	Iteration 18Q: 3 clusters Score -726802.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -726934.000000 Penalty: 2845.665771
	Iteration 19Q: 3 clusters Score -726934 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -727056.125000 Penalty: 2845.665771
	Iteration 20F: 3 clusters Score -727056.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -727140.437500 Penalty: 2845.665771
	Iteration 21Q: 3 clusters Score -727140.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -727234.312500 Penalty: 2845.665771
	Iteration 22Q: 3 clusters Score -727234.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -727323.312500 Penalty: 2845.665771
	Iteration 23Q: 3 clusters Score -727323.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -727391.937500 Penalty: 2845.665771
	Iteration 24Q: 3 clusters Score -727391.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -727456.875000 Penalty: 2845.665771
	Iteration 25Q: 3 clusters Score -727456.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -727500.875000 Penalty: 2845.665771
	Iteration 26Q: 3 clusters Score -727500.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -727537.125000 Penalty: 2845.665771
	Iteration 27Q: 3 clusters Score -727537.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -727567.125000 Penalty: 2845.665771
	Iteration 28Q: 3 clusters Score -727567.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -727587.625000 Penalty: 2845.665771
	Iteration 29Q: 3 clusters Score -727587.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -727607.000000 Penalty: 2845.665771
	Iteration 30Q: 3 clusters Score -727607 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -727624.687500 Penalty: 2845.665771
	Iteration 31Q: 3 clusters Score -727624.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -727635.562500 Penalty: 2845.665771
	Iteration 32Q: 3 clusters Score -727635.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -727643.000000 Penalty: 2845.665771
	Iteration 33Q: 3 clusters Score -727643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -727652.000000 Penalty: 2845.665771
	Iteration 34Q: 3 clusters Score -727652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -727662.000000 Penalty: 2845.665771
	Iteration 35Q: 3 clusters Score -727662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -727671.750000 Penalty: 2845.665771
	Iteration 36Q: 3 clusters Score -727671.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -727681.875000 Penalty: 2845.665771
	Iteration 37Q: 3 clusters Score -727681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -727694.812500 Penalty: 2845.665771
	Iteration 38Q: 3 clusters Score -727694.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -727713.875000 Penalty: 2845.665771
	Iteration 39Q: 3 clusters Score -727713.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -727728.000000 Penalty: 2845.665771
	Iteration 40F: 3 clusters Score -727728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -727740.375000 Penalty: 2845.665771
	Iteration 41Q: 3 clusters Score -727740.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -727748.312500 Penalty: 2845.665771
	Iteration 42Q: 3 clusters Score -727748.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -727756.500000 Penalty: 2845.665771
	Iteration 43Q: 3 clusters Score -727756.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -727761.687500 Penalty: 2845.665771
	Iteration 44Q: 3 clusters Score -727761.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -727767.812500 Penalty: 2845.665771
	Iteration 45Q: 3 clusters Score -727767.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -727775.750000 Penalty: 2845.665771
	Iteration 46Q: 3 clusters Score -727775.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -727781.937500 Penalty: 2845.665771
	Iteration 47Q: 3 clusters Score -727781.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -727789.000000 Penalty: 2845.665771
	Iteration 48Q: 3 clusters Score -727789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -727793.437500 Penalty: 2845.665771
	Iteration 49Q: 3 clusters Score -727793.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -727796.937500 Penalty: 2845.665771
	Iteration 50Q: 3 clusters Score -727796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -727800.687500 Penalty: 2845.665771
	Iteration 51Q: 3 clusters Score -727800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -727802.125000 Penalty: 2845.665771
	Iteration 52Q: 3 clusters Score -727802.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -727805.375000 Penalty: 2845.665771
	Iteration 53Q: 3 clusters Score -727805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -727806.250000 Penalty: 2845.665771
	Iteration 54Q: 3 clusters Score -727806.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -727806.437500 Penalty: 2845.665771
	Iteration 55Q: 3 clusters Score -727806.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -727806.312500 Penalty: 2845.665771
	Iteration 56Q: 3 clusters Score -727806.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -727806.312500 Penalty: 2845.665771
	Iteration 57F: 3 clusters Score -727806.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -413376.250000 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -413376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -410257.812500 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -410257.8 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -411005.000000 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -411005 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -411143.656250 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -411143.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -411230.125000 Penalty: 2662.765137
	Iteration 3Q: 3 clusters Score -411230.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -411306.250000 Penalty: 2662.765137
	Iteration 4Q: 3 clusters Score -411306.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -411370.000000 Penalty: 2662.765137
	Iteration 5Q: 3 clusters Score -411370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -411417.812500 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -411417.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -411452.625000 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -411452.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -411492.656250 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -411492.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -411540.343750 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -411540.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -411590.062500 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -411590.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -411623.625000 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -411623.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -411658.500000 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -411658.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -411709.187500 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -411709.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -411766.187500 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -411766.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -411820.687500 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -411820.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -411876.656250 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -411876.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -411931.218750 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -411931.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -411974.031250 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -411974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -412013.250000 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -412013.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -412043.593750 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -412043.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -412064.750000 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -412064.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -412086.781250 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -412086.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -412102.218750 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -412102.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -412120.437500 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -412120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -412128.406250 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -412128.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -412134.812500 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -412134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -412140.468750 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -412140.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -412145.593750 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -412145.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -412152.750000 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -412152.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -412160.125000 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -412160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -412167.625000 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -412167.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -412173.625000 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -412173.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -412177.656250 Penalty: 2662.765137
	Iteration 33Q: 3 clusters Score -412177.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -412186.812500 Penalty: 2662.765137
	Iteration 34Q: 3 clusters Score -412186.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -412194.031250 Penalty: 2662.765137
	Iteration 35Q: 3 clusters Score -412194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -412198.218750 Penalty: 2662.765137
	Iteration 36Q: 3 clusters Score -412198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -412201.843750 Penalty: 2662.765137
	Iteration 37Q: 3 clusters Score -412201.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -412205.093750 Penalty: 2662.765137
	Iteration 38Q: 3 clusters Score -412205.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -412205.312500 Penalty: 2662.765137
	Iteration 39Q: 3 clusters Score -412205.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -412205.718750 Penalty: 2662.765137
	Iteration 40F: 3 clusters Score -412205.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -412205.843750 Penalty: 2662.765137
	Iteration 41Q: 3 clusters Score -412205.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -412205.156250 Penalty: 2662.765137
	Iteration 42Q: 3 clusters Score -412205.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -412205.156250 Penalty: 2662.765137
	Iteration 43F: 3 clusters Score -412205.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Entering Unmasked Estep 
Score: -1665375.625000 Penalty: 1556.092773
	Iteration 0F: 2 clusters Score -1665376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1655371.875000 Penalty: 3112.185547
	Iteration 0F: 3 clusters Score -1655372 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1658851.875000 Penalty: 3112.185547
	Iteration 1F: 3 clusters Score -1658852 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1659152.875000 Penalty: 3112.185547
	Iteration 2F: 3 clusters Score -1659153 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1659440.875000 Penalty: 3112.185547
	Iteration 3Q: 3 clusters Score -1659441 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1659795.500000 Penalty: 3112.185547
	Iteration 4Q: 3 clusters Score -1659796 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1660241.750000 Penalty: 3112.185547
	Iteration 5F: 3 clusters Score -1660242 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1660755.375000 Penalty: 3112.185547
	Iteration 6F: 3 clusters Score -1660755 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -1661423.000000 Penalty: 3112.185547
	Iteration 7F: 3 clusters Score -1661423 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1662166.375000 Penalty: 3112.185547
	Iteration 8F: 3 clusters Score -1662166 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1662814.750000 Penalty: 3112.185547
	Iteration 9F: 3 clusters Score -1662815 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1663275.625000 Penalty: 3112.185547
	Iteration 10Q: 3 clusters Score -1663276 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1663577.750000 Penalty: 3112.185547
	Iteration 11Q: 3 clusters Score -1663578 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1663793.125000 Penalty: 3112.185547
	Iteration 12Q: 3 clusters Score -1663793 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1663923.750000 Penalty: 3112.185547
	Iteration 13Q: 3 clusters Score -1663924 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1663986.125000 Penalty: 3112.185547
	Iteration 14Q: 3 clusters Score -1663986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1664017.250000 Penalty: 3112.185547
	Iteration 15Q: 3 clusters Score -1664017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1664033.000000 Penalty: 3112.185547
	Iteration 16Q: 3 clusters Score -1664033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1664041.250000 Penalty: 3112.185547
	Iteration 17Q: 3 clusters Score -1664041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1664048.875000 Penalty: 3112.185547
	Iteration 18Q: 3 clusters Score -1664049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1664057.250000 Penalty: 3112.185547
	Iteration 19Q: 3 clusters Score -1664057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1664068.000000 Penalty: 3112.185547
	Iteration 20F: 3 clusters Score -1664068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1664070.750000 Penalty: 3112.185547
	Iteration 21Q: 3 clusters Score -1664071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1664073.250000 Penalty: 3112.185547
	Iteration 22Q: 3 clusters Score -1664073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1664073.250000 Penalty: 3112.185547
	Iteration 23F: 3 clusters Score -1664073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Entering Unmasked Estep 
Score: -1863070.375000 Penalty: 1575.675293
	Iteration 0F: 2 clusters Score -1863070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1851915.375000 Penalty: 3151.350586
	Iteration 0F: 3 clusters Score -1851915 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1855779.875000 Penalty: 3151.350586
	Iteration 1F: 3 clusters Score -1855780 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1856231.250000 Penalty: 3151.350586
	Iteration 2F: 3 clusters Score -1856231 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1856796.250000 Penalty: 3151.350586
	Iteration 3F: 3 clusters Score -1856796 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1857583.125000 Penalty: 3151.350586
	Iteration 4F: 3 clusters Score -1857583 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1858661.750000 Penalty: 3151.350586
	Iteration 5F: 3 clusters Score -1858662 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1859909.125000 Penalty: 3151.350586
	Iteration 6F: 3 clusters Score -1859909 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1861016.125000 Penalty: 3151.350586
	Iteration 7F: 3 clusters Score -1861016 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1861662.625000 Penalty: 3151.350586
	Iteration 8Q: 3 clusters Score -1861663 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1861982.125000 Penalty: 3151.350586
	Iteration 9Q: 3 clusters Score -1861982 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1862133.500000 Penalty: 3151.350586
	Iteration 10Q: 3 clusters Score -1862134 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1862211.500000 Penalty: 3151.350586
	Iteration 11Q: 3 clusters Score -1862212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1862278.125000 Penalty: 3151.350586
	Iteration 12Q: 3 clusters Score -1862278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1862325.875000 Penalty: 3151.350586
	Iteration 13Q: 3 clusters Score -1862326 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1862360.875000 Penalty: 3151.350586
	Iteration 14Q: 3 clusters Score -1862361 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1862403.375000 Penalty: 3151.350586
	Iteration 15Q: 3 clusters Score -1862403 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1862427.625000 Penalty: 3151.350586
	Iteration 16Q: 3 clusters Score -1862428 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1862443.750000 Penalty: 3151.350586
	Iteration 17Q: 3 clusters Score -1862444 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1862459.750000 Penalty: 3151.350586
	Iteration 18Q: 3 clusters Score -1862460 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1862471.375000 Penalty: 3151.350586
	Iteration 19Q: 3 clusters Score -1862471 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1862479.875000 Penalty: 3151.350586
	Iteration 20F: 3 clusters Score -1862480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1862482.125000 Penalty: 3151.350586
	Iteration 21Q: 3 clusters Score -1862482 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1862486.375000 Penalty: 3151.350586
	Iteration 22Q: 3 clusters Score -1862486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1862487.125000 Penalty: 3151.350586
	Iteration 23Q: 3 clusters Score -1862487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1862490.250000 Penalty: 3151.350586
	Iteration 24Q: 3 clusters Score -1862490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1862488.625000 Penalty: 3151.350586
	Iteration 25Q: 3 clusters Score -1862489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1862488.500000 Penalty: 3151.350586
	Iteration 26Q: 3 clusters Score -1862488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1862498.000000 Penalty: 3151.350586
	Iteration 27Q: 3 clusters Score -1862498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1862496.625000 Penalty: 3151.350586
	Iteration 28Q: 3 clusters Score -1862497 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1862502.875000 Penalty: 3151.350586
	Iteration 29Q: 3 clusters Score -1862503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1862502.750000 Penalty: 3151.350586
	Iteration 30Q: 3 clusters Score -1862503 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1862505.875000 Penalty: 3151.350586
	Iteration 31Q: 3 clusters Score -1862506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1862506.750000 Penalty: 3151.350586
	Iteration 32Q: 3 clusters Score -1862507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1862508.500000 Penalty: 3151.350586
	Iteration 33Q: 3 clusters Score -1862508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1862505.625000 Penalty: 3151.350586
	Iteration 34Q: 3 clusters Score -1862506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1862505.625000 Penalty: 3151.350586
	Iteration 35F: 3 clusters Score -1862506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -174473.140625 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -174473.1 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 785 members 
Entering Unmasked Estep 
Score: -172631.453125 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -172631.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -172979.656250 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -172979.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -173083.281250 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -173083.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -173169.859375 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -173169.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -173244.812500 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -173244.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -173310.718750 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -173310.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -173376.640625 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -173376.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -173425.062500 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -173425.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -173449.250000 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -173449.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -173472.078125 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -173472.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -173482.453125 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -173482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -173496.609375 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -173496.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -173513.515625 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -173513.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -173531.171875 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -173531.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -173547.031250 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -173547 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -173570.515625 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -173570.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -173593.500000 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -173593.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -173608.843750 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -173608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -173613.781250 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -173613.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -173615.843750 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -173615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173618.234375 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -173618.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -173619.468750 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -173619.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -173620.687500 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -173620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -173621.859375 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -173621.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -173623.984375 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -173624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -173627.062500 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -173627.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -173629.890625 Penalty: 2392.859619
	Iteration 26Q: 3 clusters Score -173629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -173631.859375 Penalty: 2392.859619
	Iteration 27Q: 3 clusters Score -173631.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -173631.843750 Penalty: 2392.859619
	Iteration 28Q: 3 clusters Score -173631.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -173634.281250 Penalty: 2392.859619
	Iteration 29Q: 3 clusters Score -173634.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -173637.828125 Penalty: 2392.859619
	Iteration 30Q: 3 clusters Score -173637.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -173640.937500 Penalty: 2392.859619
	Iteration 31Q: 3 clusters Score -173640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173644.625000 Penalty: 2392.859619
	Iteration 32Q: 3 clusters Score -173644.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -173647.546875 Penalty: 2392.859619
	Iteration 33Q: 3 clusters Score -173647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -173650.531250 Penalty: 2392.859619
	Iteration 34Q: 3 clusters Score -173650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -173650.875000 Penalty: 2392.859619
	Iteration 35Q: 3 clusters Score -173650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173651.125000 Penalty: 2392.859619
	Iteration 36Q: 3 clusters Score -173651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -173651.125000 Penalty: 2392.859619
	Iteration 37F: 3 clusters Score -173651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -146483.656250 Penalty: 1164.894287
	Iteration 0F: 2 clusters Score -146483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144876.046875 Penalty: 2329.788574
	Iteration 0F: 3 clusters Score -144876 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -145182.656250 Penalty: 2329.788574
	Iteration 1F: 3 clusters Score -145182.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -145255.171875 Penalty: 2329.788574
	Iteration 2F: 3 clusters Score -145255.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145303.812500 Penalty: 2329.788574
	Iteration 3Q: 3 clusters Score -145303.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145325.203125 Penalty: 2329.788574
	Iteration 4Q: 3 clusters Score -145325.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145339.203125 Penalty: 2329.788574
	Iteration 5Q: 3 clusters Score -145339.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145346.718750 Penalty: 2329.788574
	Iteration 6Q: 3 clusters Score -145346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145349.640625 Penalty: 2329.788574
	Iteration 7Q: 3 clusters Score -145349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -145351.250000 Penalty: 2329.788574
	Iteration 8Q: 3 clusters Score -145351.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145352.500000 Penalty: 2329.788574
	Iteration 9Q: 3 clusters Score -145352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -145352.500000 Penalty: 2329.788574
	Iteration 10F: 3 clusters Score -145352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -494955.218750 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -494955.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -491390.812500 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -491390.8 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -492396.625000 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -492396.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -492569.843750 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -492569.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -492740.593750 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -492740.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -492928.343750 Penalty: 2723.350342
	Iteration 4F: 3 clusters Score -492928.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -493094.093750 Penalty: 2723.350342
	Iteration 5Q: 3 clusters Score -493094.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -493240.687500 Penalty: 2723.350342
	Iteration 6F: 3 clusters Score -493240.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -493349.406250 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -493349.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -493454.531250 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -493454.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -493558.437500 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -493558.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -493660.875000 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -493660.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -493762.500000 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -493762.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -493849.125000 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -493849.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -493930.687500 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -493930.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -493987.500000 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -493987.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -494030.156250 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -494030.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -494074.250000 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -494074.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -494121.656250 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -494121.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -494161.812500 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -494161.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -494193.187500 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -494193.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -494218.093750 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -494218.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -494232.562500 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -494232.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -494253.343750 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -494253.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -494275.093750 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -494275.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -494285.937500 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -494285.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -494292.781250 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -494292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -494299.781250 Penalty: 2723.350342
	Iteration 26Q: 3 clusters Score -494299.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -494307.593750 Penalty: 2723.350342
	Iteration 27Q: 3 clusters Score -494307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -494312.093750 Penalty: 2723.350342
	Iteration 28Q: 3 clusters Score -494312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -494315.531250 Penalty: 2723.350342
	Iteration 29Q: 3 clusters Score -494315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -494315.125000 Penalty: 2723.350342
	Iteration 30Q: 3 clusters Score -494315.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -494316.406250 Penalty: 2723.350342
	Iteration 31Q: 3 clusters Score -494316.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -494316.406250 Penalty: 2723.350342
	Iteration 32F: 3 clusters Score -494316.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -530816.562500 Penalty: 1369.573364
	Iteration 0F: 2 clusters Score -530816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -527086.937500 Penalty: 2739.146729
	Iteration 0F: 3 clusters Score -527086.9 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -528059.500000 Penalty: 2739.146729
	Iteration 1F: 3 clusters Score -528059.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -528231.812500 Penalty: 2739.146729
	Iteration 2F: 3 clusters Score -528231.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -528352.812500 Penalty: 2739.146729
	Iteration 3F: 3 clusters Score -528352.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -528446.187500 Penalty: 2739.146729
	Iteration 4Q: 3 clusters Score -528446.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -528515.500000 Penalty: 2739.146729
	Iteration 5Q: 3 clusters Score -528515.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -528579.187500 Penalty: 2739.146729
	Iteration 6Q: 3 clusters Score -528579.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -528644.875000 Penalty: 2739.146729
	Iteration 7Q: 3 clusters Score -528644.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -528695.250000 Penalty: 2739.146729
	Iteration 8Q: 3 clusters Score -528695.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -528747.187500 Penalty: 2739.146729
	Iteration 9Q: 3 clusters Score -528747.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -528801.250000 Penalty: 2739.146729
	Iteration 10Q: 3 clusters Score -528801.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -528861.375000 Penalty: 2739.146729
	Iteration 11Q: 3 clusters Score -528861.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -528948.875000 Penalty: 2739.146729
	Iteration 12Q: 3 clusters Score -528948.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -529066.312500 Penalty: 2739.146729
	Iteration 13Q: 3 clusters Score -529066.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -529171.125000 Penalty: 2739.146729
	Iteration 14Q: 3 clusters Score -529171.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -529270.437500 Penalty: 2739.146729
	Iteration 15Q: 3 clusters Score -529270.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -529362.562500 Penalty: 2739.146729
	Iteration 16Q: 3 clusters Score -529362.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -529440.812500 Penalty: 2739.146729
	Iteration 17Q: 3 clusters Score -529440.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -529504.687500 Penalty: 2739.146729
	Iteration 18Q: 3 clusters Score -529504.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -529553.625000 Penalty: 2739.146729
	Iteration 19Q: 3 clusters Score -529553.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -529586.625000 Penalty: 2739.146729
	Iteration 20F: 3 clusters Score -529586.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -529602.312500 Penalty: 2739.146729
	Iteration 21Q: 3 clusters Score -529602.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -529614.250000 Penalty: 2739.146729
	Iteration 22Q: 3 clusters Score -529614.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -529623.625000 Penalty: 2739.146729
	Iteration 23Q: 3 clusters Score -529623.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -529634.437500 Penalty: 2739.146729
	Iteration 24Q: 3 clusters Score -529634.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -529640.187500 Penalty: 2739.146729
	Iteration 25Q: 3 clusters Score -529640.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -529646.750000 Penalty: 2739.146729
	Iteration 26Q: 3 clusters Score -529646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -529648.750000 Penalty: 2739.146729
	Iteration 27Q: 3 clusters Score -529648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -529650.625000 Penalty: 2739.146729
	Iteration 28Q: 3 clusters Score -529650.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -529651.062500 Penalty: 2739.146729
	Iteration 29Q: 3 clusters Score -529651.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -529651.062500 Penalty: 2739.146729
	Iteration 30F: 3 clusters Score -529651.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Entering Unmasked Estep 
Score: -324211.187500 Penalty: 1310.605713
	Iteration 0F: 2 clusters Score -324211.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -321394.781250 Penalty: 2621.211426
	Iteration 0F: 3 clusters Score -321394.8 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -322299.187500 Penalty: 2621.211426
	Iteration 1F: 3 clusters Score -322299.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -322531.937500 Penalty: 2621.211426
	Iteration 2F: 3 clusters Score -322531.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -322684.562500 Penalty: 2621.211426
	Iteration 3F: 3 clusters Score -322684.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -322803.906250 Penalty: 2621.211426
	Iteration 4Q: 3 clusters Score -322803.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -322881.656250 Penalty: 2621.211426
	Iteration 5Q: 3 clusters Score -322881.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -322927.968750 Penalty: 2621.211426
	Iteration 6Q: 3 clusters Score -322928 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -322966.718750 Penalty: 2621.211426
	Iteration 7Q: 3 clusters Score -322966.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -323006.187500 Penalty: 2621.211426
	Iteration 8Q: 3 clusters Score -323006.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -323034.406250 Penalty: 2621.211426
	Iteration 9Q: 3 clusters Score -323034.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -323057.625000 Penalty: 2621.211426
	Iteration 10Q: 3 clusters Score -323057.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -323079.468750 Penalty: 2621.211426
	Iteration 11Q: 3 clusters Score -323079.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -323096.562500 Penalty: 2621.211426
	Iteration 12Q: 3 clusters Score -323096.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -323108.281250 Penalty: 2621.211426
	Iteration 13Q: 3 clusters Score -323108.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -323116.562500 Penalty: 2621.211426
	Iteration 14Q: 3 clusters Score -323116.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -323130.906250 Penalty: 2621.211426
	Iteration 15Q: 3 clusters Score -323130.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -323148.812500 Penalty: 2621.211426
	Iteration 16Q: 3 clusters Score -323148.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -323160.687500 Penalty: 2621.211426
	Iteration 17Q: 3 clusters Score -323160.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -323171.531250 Penalty: 2621.211426
	Iteration 18Q: 3 clusters Score -323171.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -323182.312500 Penalty: 2621.211426
	Iteration 19Q: 3 clusters Score -323182.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -323189.156250 Penalty: 2621.211426
	Iteration 20F: 3 clusters Score -323189.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -323196.531250 Penalty: 2621.211426
	Iteration 21Q: 3 clusters Score -323196.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -323202.375000 Penalty: 2621.211426
	Iteration 22Q: 3 clusters Score -323202.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -323208.093750 Penalty: 2621.211426
	Iteration 23Q: 3 clusters Score -323208.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -323213.468750 Penalty: 2621.211426
	Iteration 24Q: 3 clusters Score -323213.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -323217.531250 Penalty: 2621.211426
	Iteration 25Q: 3 clusters Score -323217.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -323219.562500 Penalty: 2621.211426
	Iteration 26Q: 3 clusters Score -323219.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -323221.093750 Penalty: 2621.211426
	Iteration 27Q: 3 clusters Score -323221.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323224.843750 Penalty: 2621.211426
	Iteration 28Q: 3 clusters Score -323224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -323226.156250 Penalty: 2621.211426
	Iteration 29Q: 3 clusters Score -323226.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -323227.531250 Penalty: 2621.211426
	Iteration 30Q: 3 clusters Score -323227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -323227.625000 Penalty: 2621.211426
	Iteration 31Q: 3 clusters Score -323227.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -323228.281250 Penalty: 2621.211426
	Iteration 32Q: 3 clusters Score -323228.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -323228.281250 Penalty: 2621.211426
	Iteration 33F: 3 clusters Score -323228.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1345432.000000 Penalty: 1525.343140
	Iteration 0F: 2 clusters Score -1345432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1336926.000000 Penalty: 3050.686279
	Iteration 0F: 3 clusters Score -1336926 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1339893.500000 Penalty: 3050.686279
	Iteration 1F: 3 clusters Score -1339894 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1340264.000000 Penalty: 3050.686279
	Iteration 2F: 3 clusters Score -1340264 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1340640.000000 Penalty: 3050.686279
	Iteration 3F: 3 clusters Score -1340640 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1341075.625000 Penalty: 3050.686279
	Iteration 4F: 3 clusters Score -1341076 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1341606.875000 Penalty: 3050.686279
	Iteration 5F: 3 clusters Score -1341607 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1342243.000000 Penalty: 3050.686279
	Iteration 6F: 3 clusters Score -1342243 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1342847.125000 Penalty: 3050.686279
	Iteration 7F: 3 clusters Score -1342847 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1343374.875000 Penalty: 3050.686279
	Iteration 8Q: 3 clusters Score -1343375 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1343694.875000 Penalty: 3050.686279
	Iteration 9Q: 3 clusters Score -1343695 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1343880.250000 Penalty: 3050.686279
	Iteration 10Q: 3 clusters Score -1343880 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1343971.500000 Penalty: 3050.686279
	Iteration 11Q: 3 clusters Score -1343972 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1344024.125000 Penalty: 3050.686279
	Iteration 12Q: 3 clusters Score -1344024 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1344045.750000 Penalty: 3050.686279
	Iteration 13Q: 3 clusters Score -1344046 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1344058.125000 Penalty: 3050.686279
	Iteration 14Q: 3 clusters Score -1344058 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1344073.000000 Penalty: 3050.686279
	Iteration 15Q: 3 clusters Score -1344073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1344080.750000 Penalty: 3050.686279
	Iteration 16Q: 3 clusters Score -1344081 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1344088.125000 Penalty: 3050.686279
	Iteration 17Q: 3 clusters Score -1344088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1344094.125000 Penalty: 3050.686279
	Iteration 18Q: 3 clusters Score -1344094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1344093.875000 Penalty: 3050.686279
	Iteration 19Q: 3 clusters Score -1344094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1344094.375000 Penalty: 3050.686279
	Iteration 20F: 3 clusters Score -1344094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1344093.375000 Penalty: 3050.686279
	Iteration 21Q: 3 clusters Score -1344093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1344094.500000 Penalty: 3050.686279
	Iteration 22Q: 3 clusters Score -1344094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1344095.875000 Penalty: 3050.686279
	Iteration 23Q: 3 clusters Score -1344096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1344095.875000 Penalty: 3050.686279
	Iteration 24F: 3 clusters Score -1344096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Entering Unmasked Estep 
Score: -188241.906250 Penalty: 1210.826782
	Iteration 0F: 2 clusters Score -188241.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -186350.828125 Penalty: 2421.653564
	Iteration 0F: 3 clusters Score -186350.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -186887.500000 Penalty: 2421.653564
	Iteration 1F: 3 clusters Score -186887.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -187142.359375 Penalty: 2421.653564
	Iteration 2F: 3 clusters Score -187142.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -187360.031250 Penalty: 2421.653564
	Iteration 3F: 3 clusters Score -187360 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -187546.296875 Penalty: 2421.653564
	Iteration 4F: 3 clusters Score -187546.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -187642.171875 Penalty: 2421.653564
	Iteration 5Q: 3 clusters Score -187642.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -187705.656250 Penalty: 2421.653564
	Iteration 6Q: 3 clusters Score -187705.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -187732.781250 Penalty: 2421.653564
	Iteration 7Q: 3 clusters Score -187732.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -187740.578125 Penalty: 2421.653564
	Iteration 8Q: 3 clusters Score -187740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -187743.687500 Penalty: 2421.653564
	Iteration 9Q: 3 clusters Score -187743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -187745.703125 Penalty: 2421.653564
	Iteration 10Q: 3 clusters Score -187745.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -187746.734375 Penalty: 2421.653564
	Iteration 11Q: 3 clusters Score -187746.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -187747.937500 Penalty: 2421.653564
	Iteration 12Q: 3 clusters Score -187747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -187748.718750 Penalty: 2421.653564
	Iteration 13F: 3 clusters Score -187748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -187752.718750 Penalty: 2421.653564
	Iteration 14Q: 3 clusters Score -187752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -187756.453125 Penalty: 2421.653564
	Iteration 15Q: 3 clusters Score -187756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187760.609375 Penalty: 2421.653564
	Iteration 16Q: 3 clusters Score -187760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187763.390625 Penalty: 2421.653564
	Iteration 17Q: 3 clusters Score -187763.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -187766.328125 Penalty: 2421.653564
	Iteration 18Q: 3 clusters Score -187766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -187767.812500 Penalty: 2421.653564
	Iteration 19Q: 3 clusters Score -187767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -187768.578125 Penalty: 2421.653564
	Iteration 20F: 3 clusters Score -187768.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -187769.593750 Penalty: 2421.653564
	Iteration 21Q: 3 clusters Score -187769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -187769.828125 Penalty: 2421.653564
	Iteration 22Q: 3 clusters Score -187769.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -187770.968750 Penalty: 2421.653564
	Iteration 23Q: 3 clusters Score -187771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -187771.359375 Penalty: 2421.653564
	Iteration 24Q: 3 clusters Score -187771.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -187771.828125 Penalty: 2421.653564
	Iteration 25Q: 3 clusters Score -187771.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -187771.828125 Penalty: 2421.653564
	Iteration 26F: 3 clusters Score -187771.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Entering Unmasked Estep 
Score: -778450.375000 Penalty: 1430.067383
	Iteration 0F: 2 clusters Score -778450.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -773528.750000 Penalty: 2860.134766
	Iteration 0F: 3 clusters Score -773528.8 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -774966.000000 Penalty: 2860.134766
	Iteration 1F: 3 clusters Score -774966 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -775175.437500 Penalty: 2860.134766
	Iteration 2F: 3 clusters Score -775175.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -775344.312500 Penalty: 2860.134766
	Iteration 3F: 3 clusters Score -775344.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -775486.000000 Penalty: 2860.134766
	Iteration 4Q: 3 clusters Score -775486 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -775629.312500 Penalty: 2860.134766
	Iteration 5Q: 3 clusters Score -775629.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -775802.125000 Penalty: 2860.134766
	Iteration 6Q: 3 clusters Score -775802.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -776017.937500 Penalty: 2860.134766
	Iteration 7Q: 3 clusters Score -776017.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -776251.250000 Penalty: 2860.134766
	Iteration 8F: 3 clusters Score -776251.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -776503.625000 Penalty: 2860.134766
	Iteration 9Q: 3 clusters Score -776503.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -776764.500000 Penalty: 2860.134766
	Iteration 10Q: 3 clusters Score -776764.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -776943.187500 Penalty: 2860.134766
	Iteration 11Q: 3 clusters Score -776943.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -777063.250000 Penalty: 2860.134766
	Iteration 12Q: 3 clusters Score -777063.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -777145.375000 Penalty: 2860.134766
	Iteration 13Q: 3 clusters Score -777145.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -777194.437500 Penalty: 2860.134766
	Iteration 14Q: 3 clusters Score -777194.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -777234.687500 Penalty: 2860.134766
	Iteration 15Q: 3 clusters Score -777234.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -777265.875000 Penalty: 2860.134766
	Iteration 16Q: 3 clusters Score -777265.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -777280.375000 Penalty: 2860.134766
	Iteration 17Q: 3 clusters Score -777280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -777292.937500 Penalty: 2860.134766
	Iteration 18Q: 3 clusters Score -777292.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -777306.812500 Penalty: 2860.134766
	Iteration 19Q: 3 clusters Score -777306.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -777314.187500 Penalty: 2860.134766
	Iteration 20F: 3 clusters Score -777314.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -777321.875000 Penalty: 2860.134766
	Iteration 21Q: 3 clusters Score -777321.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -777326.625000 Penalty: 2860.134766
	Iteration 22Q: 3 clusters Score -777326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -777329.187500 Penalty: 2860.134766
	Iteration 23Q: 3 clusters Score -777329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -777330.125000 Penalty: 2860.134766
	Iteration 24Q: 3 clusters Score -777330.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -777330.875000 Penalty: 2860.134766
	Iteration 25Q: 3 clusters Score -777330.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -777330.875000 Penalty: 2860.134766
	Iteration 26F: 3 clusters Score -777330.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Entering Unmasked Estep 
Score: -377233.562500 Penalty: 1320.511230
	Iteration 0F: 2 clusters Score -377233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -374255.312500 Penalty: 2641.022461
	Iteration 0F: 3 clusters Score -374255.3 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -375112.656250 Penalty: 2641.022461
	Iteration 1F: 3 clusters Score -375112.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -375371.406250 Penalty: 2641.022461
	Iteration 2F: 3 clusters Score -375371.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -375590.937500 Penalty: 2641.022461
	Iteration 3F: 3 clusters Score -375590.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -375802.906250 Penalty: 2641.022461
	Iteration 4F: 3 clusters Score -375802.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -375967.062500 Penalty: 2641.022461
	Iteration 5F: 3 clusters Score -375967.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -376149.625000 Penalty: 2641.022461
	Iteration 6F: 3 clusters Score -376149.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376337.593750 Penalty: 2641.022461
	Iteration 7Q: 3 clusters Score -376337.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -376521.062500 Penalty: 2641.022461
	Iteration 8Q: 3 clusters Score -376521.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -376755.375000 Penalty: 2641.022461
	Iteration 9Q: 3 clusters Score -376755.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -376898.593750 Penalty: 2641.022461
	Iteration 10Q: 3 clusters Score -376898.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -376956.656250 Penalty: 2641.022461
	Iteration 11Q: 3 clusters Score -376956.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -376987.531250 Penalty: 2641.022461
	Iteration 12Q: 3 clusters Score -376987.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -377005.343750 Penalty: 2641.022461
	Iteration 13Q: 3 clusters Score -377005.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -377024.250000 Penalty: 2641.022461
	Iteration 14Q: 3 clusters Score -377024.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -377037.656250 Penalty: 2641.022461
	Iteration 15Q: 3 clusters Score -377037.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -377044.781250 Penalty: 2641.022461
	Iteration 16Q: 3 clusters Score -377044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -377050.875000 Penalty: 2641.022461
	Iteration 17Q: 3 clusters Score -377050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -377058.656250 Penalty: 2641.022461
	Iteration 18Q: 3 clusters Score -377058.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -377062.718750 Penalty: 2641.022461
	Iteration 19Q: 3 clusters Score -377062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -377065.312500 Penalty: 2641.022461
	Iteration 20F: 3 clusters Score -377065.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -377067.125000 Penalty: 2641.022461
	Iteration 21Q: 3 clusters Score -377067.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -377069.343750 Penalty: 2641.022461
	Iteration 22Q: 3 clusters Score -377069.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -377073.343750 Penalty: 2641.022461
	Iteration 23Q: 3 clusters Score -377073.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -377077.968750 Penalty: 2641.022461
	Iteration 24Q: 3 clusters Score -377078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -377082.843750 Penalty: 2641.022461
	Iteration 25Q: 3 clusters Score -377082.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -377087.250000 Penalty: 2641.022461
	Iteration 26Q: 3 clusters Score -377087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -377088.718750 Penalty: 2641.022461
	Iteration 27Q: 3 clusters Score -377088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -377089.937500 Penalty: 2641.022461
	Iteration 28Q: 3 clusters Score -377089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -377090.531250 Penalty: 2641.022461
	Iteration 29Q: 3 clusters Score -377090.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -377090.687500 Penalty: 2641.022461
	Iteration 30Q: 3 clusters Score -377090.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -377090.687500 Penalty: 2641.022461
	Iteration 31F: 3 clusters Score -377090.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Entering Unmasked Estep 
Score: -646246.062500 Penalty: 1407.572754
	Iteration 0F: 2 clusters Score -646246.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -641776.750000 Penalty: 2815.145508
	Iteration 0F: 3 clusters Score -641776.8 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -643118.625000 Penalty: 2815.145508
	Iteration 1F: 3 clusters Score -643118.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -643415.437500 Penalty: 2815.145508
	Iteration 2F: 3 clusters Score -643415.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -643664.062500 Penalty: 2815.145508
	Iteration 3F: 3 clusters Score -643664.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -643928.375000 Penalty: 2815.145508
	Iteration 4F: 3 clusters Score -643928.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -644212.062500 Penalty: 2815.145508
	Iteration 5F: 3 clusters Score -644212.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -644437.812500 Penalty: 2815.145508
	Iteration 6Q: 3 clusters Score -644437.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -644669.437500 Penalty: 2815.145508
	Iteration 7Q: 3 clusters Score -644669.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -644856.625000 Penalty: 2815.145508
	Iteration 8Q: 3 clusters Score -644856.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -645010.437500 Penalty: 2815.145508
	Iteration 9Q: 3 clusters Score -645010.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -645110.250000 Penalty: 2815.145508
	Iteration 10Q: 3 clusters Score -645110.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -645162.125000 Penalty: 2815.145508
	Iteration 11Q: 3 clusters Score -645162.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -645195.500000 Penalty: 2815.145508
	Iteration 12Q: 3 clusters Score -645195.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -645238.312500 Penalty: 2815.145508
	Iteration 13Q: 3 clusters Score -645238.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -645279.000000 Penalty: 2815.145508
	Iteration 14Q: 3 clusters Score -645279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -645316.187500 Penalty: 2815.145508
	Iteration 15Q: 3 clusters Score -645316.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -645343.812500 Penalty: 2815.145508
	Iteration 16Q: 3 clusters Score -645343.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -645382.062500 Penalty: 2815.145508
	Iteration 17Q: 3 clusters Score -645382.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -645425.062500 Penalty: 2815.145508
	Iteration 18Q: 3 clusters Score -645425.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -645475.375000 Penalty: 2815.145508
	Iteration 19Q: 3 clusters Score -645475.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -645536.500000 Penalty: 2815.145508
	Iteration 20F: 3 clusters Score -645536.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -645572.375000 Penalty: 2815.145508
	Iteration 21Q: 3 clusters Score -645572.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -645597.750000 Penalty: 2815.145508
	Iteration 22Q: 3 clusters Score -645597.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -645624.125000 Penalty: 2815.145508
	Iteration 23Q: 3 clusters Score -645624.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -645648.812500 Penalty: 2815.145508
	Iteration 24Q: 3 clusters Score -645648.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -645668.187500 Penalty: 2815.145508
	Iteration 25Q: 3 clusters Score -645668.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -645687.750000 Penalty: 2815.145508
	Iteration 26Q: 3 clusters Score -645687.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -645706.750000 Penalty: 2815.145508
	Iteration 27Q: 3 clusters Score -645706.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -645720.187500 Penalty: 2815.145508
	Iteration 28Q: 3 clusters Score -645720.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -645736.062500 Penalty: 2815.145508
	Iteration 29Q: 3 clusters Score -645736.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -645744.562500 Penalty: 2815.145508
	Iteration 30Q: 3 clusters Score -645744.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -645757.750000 Penalty: 2815.145508
	Iteration 31Q: 3 clusters Score -645757.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -645767.562500 Penalty: 2815.145508
	Iteration 32Q: 3 clusters Score -645767.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -645773.500000 Penalty: 2815.145508
	Iteration 33Q: 3 clusters Score -645773.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -645778.500000 Penalty: 2815.145508
	Iteration 34Q: 3 clusters Score -645778.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -645782.687500 Penalty: 2815.145508
	Iteration 35Q: 3 clusters Score -645782.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -645786.187500 Penalty: 2815.145508
	Iteration 36Q: 3 clusters Score -645786.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -645787.500000 Penalty: 2815.145508
	Iteration 37Q: 3 clusters Score -645787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -645790.187500 Penalty: 2815.145508
	Iteration 38Q: 3 clusters Score -645790.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -645788.937500 Penalty: 2815.145508
	Iteration 39Q: 3 clusters Score -645788.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -645789.187500 Penalty: 2815.145508
	Iteration 40F: 3 clusters Score -645789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -645789.187500 Penalty: 2815.145508
	Iteration 41Q: 3 clusters Score -645789.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -645789.187500 Penalty: 2815.145508
	Iteration 42F: 3 clusters Score -645789.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -725449.312500 Penalty: 1427.077515
	Iteration 0F: 2 clusters Score -725449.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -720510.250000 Penalty: 2854.155029
	Iteration 0F: 3 clusters Score -720510.2 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -722103.500000 Penalty: 2854.155029
	Iteration 1F: 3 clusters Score -722103.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -722560.312500 Penalty: 2854.155029
	Iteration 2F: 3 clusters Score -722560.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -723028.125000 Penalty: 2854.155029
	Iteration 3F: 3 clusters Score -723028.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -723625.812500 Penalty: 2854.155029
	Iteration 4F: 3 clusters Score -723625.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -724149.125000 Penalty: 2854.155029
	Iteration 5F: 3 clusters Score -724149.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -724536.062500 Penalty: 2854.155029
	Iteration 6F: 3 clusters Score -724536.1 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -724765.812500 Penalty: 2854.155029
	Iteration 7Q: 3 clusters Score -724765.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -724872.250000 Penalty: 2854.155029
	Iteration 8Q: 3 clusters Score -724872.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -724924.937500 Penalty: 2854.155029
	Iteration 9Q: 3 clusters Score -724924.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -724956.625000 Penalty: 2854.155029
	Iteration 10Q: 3 clusters Score -724956.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -724980.062500 Penalty: 2854.155029
	Iteration 11Q: 3 clusters Score -724980.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -725000.312500 Penalty: 2854.155029
	Iteration 12Q: 3 clusters Score -725000.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -725018.937500 Penalty: 2854.155029
	Iteration 13Q: 3 clusters Score -725018.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -725026.687500 Penalty: 2854.155029
	Iteration 14Q: 3 clusters Score -725026.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -725029.062500 Penalty: 2854.155029
	Iteration 15Q: 3 clusters Score -725029.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -725033.500000 Penalty: 2854.155029
	Iteration 16Q: 3 clusters Score -725033.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -725037.875000 Penalty: 2854.155029
	Iteration 17Q: 3 clusters Score -725037.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -725042.125000 Penalty: 2854.155029
	Iteration 18Q: 3 clusters Score -725042.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -725042.875000 Penalty: 2854.155029
	Iteration 19Q: 3 clusters Score -725042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -725044.812500 Penalty: 2854.155029
	Iteration 20F: 3 clusters Score -725044.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -725048.187500 Penalty: 2854.155029
	Iteration 21Q: 3 clusters Score -725048.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -725049.437500 Penalty: 2854.155029
	Iteration 22Q: 3 clusters Score -725049.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -725051.500000 Penalty: 2854.155029
	Iteration 23Q: 3 clusters Score -725051.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -725054.812500 Penalty: 2854.155029
	Iteration 24Q: 3 clusters Score -725054.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -725057.562500 Penalty: 2854.155029
	Iteration 25Q: 3 clusters Score -725057.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -725061.125000 Penalty: 2854.155029
	Iteration 26Q: 3 clusters Score -725061.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -725060.812500 Penalty: 2854.155029
	Iteration 27Q: 3 clusters Score -725060.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -725062.500000 Penalty: 2854.155029
	Iteration 28Q: 3 clusters Score -725062.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -725064.937500 Penalty: 2854.155029
	Iteration 29Q: 3 clusters Score -725064.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -725064.375000 Penalty: 2854.155029
	Iteration 30Q: 3 clusters Score -725064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -725067.187500 Penalty: 2854.155029
	Iteration 31Q: 3 clusters Score -725067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -725068.750000 Penalty: 2854.155029
	Iteration 32Q: 3 clusters Score -725068.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -725067.000000 Penalty: 2854.155029
	Iteration 33Q: 3 clusters Score -725067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -725068.437500 Penalty: 2854.155029
	Iteration 34Q: 3 clusters Score -725068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -725068.812500 Penalty: 2854.155029
	Iteration 35Q: 3 clusters Score -725068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -725068.312500 Penalty: 2854.155029
	Iteration 36Q: 3 clusters Score -725068.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -725067.250000 Penalty: 2854.155029
	Iteration 37Q: 3 clusters Score -725067.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -725068.375000 Penalty: 2854.155029
	Iteration 38Q: 3 clusters Score -725068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -725068.750000 Penalty: 2854.155029
	Iteration 39Q: 3 clusters Score -725068.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -725068.750000 Penalty: 2854.155029
	Iteration 40F: 3 clusters Score -725068.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Entering Unmasked Estep 
Score: -2410860.250000 Penalty: 1616.453857
	Iteration 0F: 2 clusters Score -2410860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2396458.750000 Penalty: 3232.907715
	Iteration 0F: 3 clusters Score -2396459 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -2401686.000000 Penalty: 3232.907715
	Iteration 1F: 3 clusters Score -2401686 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2402047.750000 Penalty: 3232.907715
	Iteration 2Q: 3 clusters Score -2402048 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2402380.000000 Penalty: 3232.907715
	Iteration 3Q: 3 clusters Score -2402380 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2402665.250000 Penalty: 3232.907715
	Iteration 4Q: 3 clusters Score -2402665 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2403007.000000 Penalty: 3232.907715
	Iteration 5Q: 3 clusters Score -2403007 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2403410.250000 Penalty: 3232.907715
	Iteration 6Q: 3 clusters Score -2403410 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2403938.000000 Penalty: 3232.907715
	Iteration 7Q: 3 clusters Score -2403938 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2404571.000000 Penalty: 3232.907715
	Iteration 8Q: 3 clusters Score -2404571 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2405320.500000 Penalty: 3232.907715
	Iteration 9F: 3 clusters Score -2405320 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -2406052.500000 Penalty: 3232.907715
	Iteration 10F: 3 clusters Score -2406052 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -2406588.750000 Penalty: 3232.907715
	Iteration 11Q: 3 clusters Score -2406589 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2406954.500000 Penalty: 3232.907715
	Iteration 12Q: 3 clusters Score -2406954 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -2407208.250000 Penalty: 3232.907715
	Iteration 13Q: 3 clusters Score -2407208 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2407448.000000 Penalty: 3232.907715
	Iteration 14Q: 3 clusters Score -2407448 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2407663.250000 Penalty: 3232.907715
	Iteration 15Q: 3 clusters Score -2407663 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2407877.250000 Penalty: 3232.907715
	Iteration 16Q: 3 clusters Score -2407877 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2408107.500000 Penalty: 3232.907715
	Iteration 17Q: 3 clusters Score -2408108 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2408314.750000 Penalty: 3232.907715
	Iteration 18Q: 3 clusters Score -2408315 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -2408499.750000 Penalty: 3232.907715
	Iteration 19Q: 3 clusters Score -2408500 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -2408656.000000 Penalty: 3232.907715
	Iteration 20F: 3 clusters Score -2408656 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2408836.500000 Penalty: 3232.907715
	Iteration 21Q: 3 clusters Score -2408836 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -2409003.750000 Penalty: 3232.907715
	Iteration 22Q: 3 clusters Score -2409004 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2409187.000000 Penalty: 3232.907715
	Iteration 23Q: 3 clusters Score -2409187 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2409334.250000 Penalty: 3232.907715
	Iteration 24Q: 3 clusters Score -2409334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2409476.250000 Penalty: 3232.907715
	Iteration 25Q: 3 clusters Score -2409476 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -2409583.250000 Penalty: 3232.907715
	Iteration 26Q: 3 clusters Score -2409583 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2409661.750000 Penalty: 3232.907715
	Iteration 27Q: 3 clusters Score -2409662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2409743.500000 Penalty: 3232.907715
	Iteration 28Q: 3 clusters Score -2409744 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2409812.500000 Penalty: 3232.907715
	Iteration 29Q: 3 clusters Score -2409812 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2409873.250000 Penalty: 3232.907715
	Iteration 30Q: 3 clusters Score -2409873 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2409910.750000 Penalty: 3232.907715
	Iteration 31Q: 3 clusters Score -2409911 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2409950.250000 Penalty: 3232.907715
	Iteration 32Q: 3 clusters Score -2409950 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2409988.750000 Penalty: 3232.907715
	Iteration 33Q: 3 clusters Score -2409989 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -2410027.000000 Penalty: 3232.907715
	Iteration 34Q: 3 clusters Score -2410027 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -2410055.750000 Penalty: 3232.907715
	Iteration 35Q: 3 clusters Score -2410056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2410071.750000 Penalty: 3232.907715
	Iteration 36Q: 3 clusters Score -2410072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2410084.500000 Penalty: 3232.907715
	Iteration 37Q: 3 clusters Score -2410084 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2410093.750000 Penalty: 3232.907715
	Iteration 38Q: 3 clusters Score -2410094 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2410104.750000 Penalty: 3232.907715
	Iteration 39Q: 3 clusters Score -2410105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2410115.000000 Penalty: 3232.907715
	Iteration 40F: 3 clusters Score -2410115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2410119.000000 Penalty: 3232.907715
	Iteration 41Q: 3 clusters Score -2410119 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2410135.000000 Penalty: 3232.907715
	Iteration 42Q: 3 clusters Score -2410135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2410140.500000 Penalty: 3232.907715
	Iteration 43Q: 3 clusters Score -2410140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2410144.250000 Penalty: 3232.907715
	Iteration 44Q: 3 clusters Score -2410144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2410146.500000 Penalty: 3232.907715
	Iteration 45Q: 3 clusters Score -2410146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2410155.000000 Penalty: 3232.907715
	Iteration 46Q: 3 clusters Score -2410155 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2410159.000000 Penalty: 3232.907715
	Iteration 47Q: 3 clusters Score -2410159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2410157.250000 Penalty: 3232.907715
	Iteration 48Q: 3 clusters Score -2410157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2410161.500000 Penalty: 3232.907715
	Iteration 49Q: 3 clusters Score -2410162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2410163.750000 Penalty: 3232.907715
	Iteration 50Q: 3 clusters Score -2410164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -2410165.250000 Penalty: 3232.907715
	Iteration 51Q: 3 clusters Score -2410165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2410163.250000 Penalty: 3232.907715
	Iteration 52Q: 3 clusters Score -2410163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2410164.000000 Penalty: 3232.907715
	Iteration 53Q: 3 clusters Score -2410164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2410166.500000 Penalty: 3232.907715
	Iteration 54Q: 3 clusters Score -2410166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2410169.000000 Penalty: 3232.907715
	Iteration 55Q: 3 clusters Score -2410169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2410169.250000 Penalty: 3232.907715
	Iteration 56Q: 3 clusters Score -2410169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2410168.250000 Penalty: 3232.907715
	Iteration 57Q: 3 clusters Score -2410168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2410168.250000 Penalty: 3232.907715
	Iteration 58F: 3 clusters Score -2410168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Entering Unmasked Estep 
Score: -107205.156250 Penalty: 1118.729126
	Iteration 0F: 2 clusters Score -107205.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -105808.937500 Penalty: 2237.458252
	Iteration 0F: 3 clusters Score -105808.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -106039.015625 Penalty: 2237.458252
	Iteration 1F: 3 clusters Score -106039 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -106113.109375 Penalty: 2237.458252
	Iteration 2F: 3 clusters Score -106113.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -106160.625000 Penalty: 2237.458252
	Iteration 3Q: 3 clusters Score -106160.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -106196.750000 Penalty: 2237.458252
	Iteration 4Q: 3 clusters Score -106196.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -106218.687500 Penalty: 2237.458252
	Iteration 5Q: 3 clusters Score -106218.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -106235.546875 Penalty: 2237.458252
	Iteration 6Q: 3 clusters Score -106235.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -106245.148438 Penalty: 2237.458252
	Iteration 7Q: 3 clusters Score -106245.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -106250.289062 Penalty: 2237.458252
	Iteration 8Q: 3 clusters Score -106250.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -106256.320312 Penalty: 2237.458252
	Iteration 9Q: 3 clusters Score -106256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -106262.335938 Penalty: 2237.458252
	Iteration 10Q: 3 clusters Score -106262.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -106269.273438 Penalty: 2237.458252
	Iteration 11Q: 3 clusters Score -106269.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -106274.406250 Penalty: 2237.458252
	Iteration 12Q: 3 clusters Score -106274.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -106276.890625 Penalty: 2237.458252
	Iteration 13Q: 3 clusters Score -106276.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -106277.523438 Penalty: 2237.458252
	Iteration 14Q: 3 clusters Score -106277.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -106277.523438 Penalty: 2237.458252
	Iteration 15F: 3 clusters Score -106277.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Entering Unmasked Estep 
Score: -170018.156250 Penalty: 1194.040894
	Iteration 0F: 2 clusters Score -170018.2 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 796 members 
Entering Unmasked Estep 
Score: -168255.296875 Penalty: 2388.081787
	Iteration 0F: 3 clusters Score -168255.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -168638.171875 Penalty: 2388.081787
	Iteration 1F: 3 clusters Score -168638.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168721.062500 Penalty: 2388.081787
	Iteration 2F: 3 clusters Score -168721.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -168779.578125 Penalty: 2388.081787
	Iteration 3Q: 3 clusters Score -168779.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -168851.312500 Penalty: 2388.081787
	Iteration 4Q: 3 clusters Score -168851.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -168909.250000 Penalty: 2388.081787
	Iteration 5Q: 3 clusters Score -168909.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -168933.765625 Penalty: 2388.081787
	Iteration 6Q: 3 clusters Score -168933.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168950.781250 Penalty: 2388.081787
	Iteration 7Q: 3 clusters Score -168950.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -168967.546875 Penalty: 2388.081787
	Iteration 8Q: 3 clusters Score -168967.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -168979.421875 Penalty: 2388.081787
	Iteration 9Q: 3 clusters Score -168979.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -168993.546875 Penalty: 2388.081787
	Iteration 10Q: 3 clusters Score -168993.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -169010.203125 Penalty: 2388.081787
	Iteration 11Q: 3 clusters Score -169010.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -169030.906250 Penalty: 2388.081787
	Iteration 12Q: 3 clusters Score -169030.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -169056.109375 Penalty: 2388.081787
	Iteration 13Q: 3 clusters Score -169056.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -169086.531250 Penalty: 2388.081787
	Iteration 14Q: 3 clusters Score -169086.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169126.593750 Penalty: 2388.081787
	Iteration 15Q: 3 clusters Score -169126.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -169156.500000 Penalty: 2388.081787
	Iteration 16Q: 3 clusters Score -169156.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -169177.906250 Penalty: 2388.081787
	Iteration 17Q: 3 clusters Score -169177.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -169203.281250 Penalty: 2388.081787
	Iteration 18Q: 3 clusters Score -169203.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -169224.687500 Penalty: 2388.081787
	Iteration 19Q: 3 clusters Score -169224.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -169242.796875 Penalty: 2388.081787
	Iteration 20F: 3 clusters Score -169242.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -169267.609375 Penalty: 2388.081787
	Iteration 21Q: 3 clusters Score -169267.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169290.484375 Penalty: 2388.081787
	Iteration 22Q: 3 clusters Score -169290.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -169315.531250 Penalty: 2388.081787
	Iteration 23Q: 3 clusters Score -169315.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -169328.390625 Penalty: 2388.081787
	Iteration 24Q: 3 clusters Score -169328.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169335.406250 Penalty: 2388.081787
	Iteration 25Q: 3 clusters Score -169335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -169342.437500 Penalty: 2388.081787
	Iteration 26Q: 3 clusters Score -169342.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -169355.000000 Penalty: 2388.081787
	Iteration 27Q: 3 clusters Score -169355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169369.640625 Penalty: 2388.081787
	Iteration 28Q: 3 clusters Score -169369.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -169400.250000 Penalty: 2388.081787
	Iteration 29Q: 3 clusters Score -169400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -169424.890625 Penalty: 2388.081787
	Iteration 30Q: 3 clusters Score -169424.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -169450.765625 Penalty: 2388.081787
	Iteration 31Q: 3 clusters Score -169450.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -169482.953125 Penalty: 2388.081787
	Iteration 32Q: 3 clusters Score -169483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169519.984375 Penalty: 2388.081787
	Iteration 33Q: 3 clusters Score -169520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -169578.468750 Penalty: 2388.081787
	Iteration 34Q: 3 clusters Score -169578.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -169618.437500 Penalty: 2388.081787
	Iteration 35Q: 3 clusters Score -169618.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -169630.203125 Penalty: 2388.081787
	Iteration 36Q: 3 clusters Score -169630.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -169634.531250 Penalty: 2388.081787
	Iteration 37Q: 3 clusters Score -169634.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -169641.140625 Penalty: 2388.081787
	Iteration 38Q: 3 clusters Score -169641.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -169646.265625 Penalty: 2388.081787
	Iteration 39Q: 3 clusters Score -169646.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -169651.671875 Penalty: 2388.081787
	Iteration 40F: 3 clusters Score -169651.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -169655.812500 Penalty: 2388.081787
	Iteration 41Q: 3 clusters Score -169655.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -169660.296875 Penalty: 2388.081787
	Iteration 42Q: 3 clusters Score -169660.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -169663.625000 Penalty: 2388.081787
	Iteration 43Q: 3 clusters Score -169663.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -169665.531250 Penalty: 2388.081787
	Iteration 44Q: 3 clusters Score -169665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -169666.296875 Penalty: 2388.081787
	Iteration 45Q: 3 clusters Score -169666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169666.203125 Penalty: 2388.081787
	Iteration 46Q: 3 clusters Score -169666.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -169666.203125 Penalty: 2388.081787
	Iteration 47F: 3 clusters Score -169666.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Entering Unmasked Estep 
Score: -544794.062500 Penalty: 1377.308716
	Iteration 0F: 2 clusters Score -544794.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -540955.437500 Penalty: 2754.617432
	Iteration 0F: 3 clusters Score -540955.4 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -541971.562500 Penalty: 2754.617432
	Iteration 1F: 3 clusters Score -541971.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -542141.937500 Penalty: 2754.617432
	Iteration 2F: 3 clusters Score -542141.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -542270.625000 Penalty: 2754.617432
	Iteration 3F: 3 clusters Score -542270.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -542371.250000 Penalty: 2754.617432
	Iteration 4Q: 3 clusters Score -542371.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -542472.500000 Penalty: 2754.617432
	Iteration 5Q: 3 clusters Score -542472.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -542588.812500 Penalty: 2754.617432
	Iteration 6Q: 3 clusters Score -542588.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -542708.375000 Penalty: 2754.617432
	Iteration 7Q: 3 clusters Score -542708.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -542839.625000 Penalty: 2754.617432
	Iteration 8Q: 3 clusters Score -542839.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -542970.500000 Penalty: 2754.617432
	Iteration 9Q: 3 clusters Score -542970.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -543090.500000 Penalty: 2754.617432
	Iteration 10Q: 3 clusters Score -543090.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -543210.000000 Penalty: 2754.617432
	Iteration 11Q: 3 clusters Score -543210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -543313.937500 Penalty: 2754.617432
	Iteration 12Q: 3 clusters Score -543313.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -543374.062500 Penalty: 2754.617432
	Iteration 13Q: 3 clusters Score -543374.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -543418.125000 Penalty: 2754.617432
	Iteration 14Q: 3 clusters Score -543418.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -543452.937500 Penalty: 2754.617432
	Iteration 15Q: 3 clusters Score -543452.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -543493.875000 Penalty: 2754.617432
	Iteration 16Q: 3 clusters Score -543493.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -543520.062500 Penalty: 2754.617432
	Iteration 17Q: 3 clusters Score -543520.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -543534.187500 Penalty: 2754.617432
	Iteration 18Q: 3 clusters Score -543534.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -543540.625000 Penalty: 2754.617432
	Iteration 19Q: 3 clusters Score -543540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -543549.625000 Penalty: 2754.617432
	Iteration 20F: 3 clusters Score -543549.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -543556.437500 Penalty: 2754.617432
	Iteration 21Q: 3 clusters Score -543556.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -543563.625000 Penalty: 2754.617432
	Iteration 22Q: 3 clusters Score -543563.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -543571.500000 Penalty: 2754.617432
	Iteration 23Q: 3 clusters Score -543571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -543576.375000 Penalty: 2754.617432
	Iteration 24Q: 3 clusters Score -543576.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -543585.500000 Penalty: 2754.617432
	Iteration 25Q: 3 clusters Score -543585.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -543593.062500 Penalty: 2754.617432
	Iteration 26Q: 3 clusters Score -543593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -543596.750000 Penalty: 2754.617432
	Iteration 27Q: 3 clusters Score -543596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -543598.562500 Penalty: 2754.617432
	Iteration 28Q: 3 clusters Score -543598.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -543599.062500 Penalty: 2754.617432
	Iteration 29Q: 3 clusters Score -543599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -543601.062500 Penalty: 2754.617432
	Iteration 30Q: 3 clusters Score -543601.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -543602.562500 Penalty: 2754.617432
	Iteration 31Q: 3 clusters Score -543602.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -543604.687500 Penalty: 2754.617432
	Iteration 32Q: 3 clusters Score -543604.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -543607.375000 Penalty: 2754.617432
	Iteration 33Q: 3 clusters Score -543607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -543608.187500 Penalty: 2754.617432
	Iteration 34Q: 3 clusters Score -543608.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -543608.625000 Penalty: 2754.617432
	Iteration 35Q: 3 clusters Score -543608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -543608.625000 Penalty: 2754.617432
	Iteration 36F: 3 clusters Score -543608.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -232834.000000 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -232834 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -230711.093750 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -230711.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -231160.687500 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -231160.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231260.578125 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -231260.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -231323.109375 Penalty: 2471.428711
	Iteration 3Q: 3 clusters Score -231323.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -231358.671875 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -231358.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -231381.734375 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -231381.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -231399.328125 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -231399.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231414.078125 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -231414.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -231424.406250 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -231424.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -231430.671875 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -231430.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -231433.156250 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -231433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -231434.984375 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -231435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -231437.578125 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -231437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -231440.015625 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -231440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -231441.671875 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -231441.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231442.453125 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -231442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -231443.078125 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -231443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -231443.171875 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -231443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231443.750000 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -231443.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -231443.750000 Penalty: 2471.428711
	Iteration 19F: 3 clusters Score -231443.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Entering Unmasked Estep 
Score: -558273.500000 Penalty: 1395.674927
	Iteration 0F: 2 clusters Score -558273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -554016.437500 Penalty: 2791.349854
	Iteration 0F: 3 clusters Score -554016.4 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -555356.125000 Penalty: 2791.349854
	Iteration 1F: 3 clusters Score -555356.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -555712.437500 Penalty: 2791.349854
	Iteration 2F: 3 clusters Score -555712.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -556108.250000 Penalty: 2791.349854
	Iteration 3F: 3 clusters Score -556108.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -556447.562500 Penalty: 2791.349854
	Iteration 4F: 3 clusters Score -556447.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -556710.437500 Penalty: 2791.349854
	Iteration 5F: 3 clusters Score -556710.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -556917.875000 Penalty: 2791.349854
	Iteration 6F: 3 clusters Score -556917.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -557083.562500 Penalty: 2791.349854
	Iteration 7Q: 3 clusters Score -557083.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -557196.937500 Penalty: 2791.349854
	Iteration 8Q: 3 clusters Score -557196.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -557266.875000 Penalty: 2791.349854
	Iteration 9Q: 3 clusters Score -557266.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -557322.187500 Penalty: 2791.349854
	Iteration 10Q: 3 clusters Score -557322.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -557362.500000 Penalty: 2791.349854
	Iteration 11Q: 3 clusters Score -557362.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -557396.875000 Penalty: 2791.349854
	Iteration 12Q: 3 clusters Score -557396.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -557419.250000 Penalty: 2791.349854
	Iteration 13Q: 3 clusters Score -557419.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -557439.187500 Penalty: 2791.349854
	Iteration 14Q: 3 clusters Score -557439.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -557455.812500 Penalty: 2791.349854
	Iteration 15Q: 3 clusters Score -557455.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -557465.750000 Penalty: 2791.349854
	Iteration 16Q: 3 clusters Score -557465.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -557472.375000 Penalty: 2791.349854
	Iteration 17Q: 3 clusters Score -557472.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -557475.937500 Penalty: 2791.349854
	Iteration 18Q: 3 clusters Score -557475.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -557481.312500 Penalty: 2791.349854
	Iteration 19Q: 3 clusters Score -557481.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -557484.937500 Penalty: 2791.349854
	Iteration 20F: 3 clusters Score -557484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -557486.937500 Penalty: 2791.349854
	Iteration 21Q: 3 clusters Score -557486.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -557492.812500 Penalty: 2791.349854
	Iteration 22Q: 3 clusters Score -557492.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -557498.562500 Penalty: 2791.349854
	Iteration 23Q: 3 clusters Score -557498.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -557504.250000 Penalty: 2791.349854
	Iteration 24Q: 3 clusters Score -557504.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -557510.937500 Penalty: 2791.349854
	Iteration 25Q: 3 clusters Score -557510.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -557519.187500 Penalty: 2791.349854
	Iteration 26Q: 3 clusters Score -557519.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -557525.125000 Penalty: 2791.349854
	Iteration 27Q: 3 clusters Score -557525.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -557528.937500 Penalty: 2791.349854
	Iteration 28Q: 3 clusters Score -557528.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -557536.500000 Penalty: 2791.349854
	Iteration 29Q: 3 clusters Score -557536.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -557542.625000 Penalty: 2791.349854
	Iteration 30Q: 3 clusters Score -557542.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -557546.687500 Penalty: 2791.349854
	Iteration 31Q: 3 clusters Score -557546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -557549.750000 Penalty: 2791.349854
	Iteration 32Q: 3 clusters Score -557549.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -557551.125000 Penalty: 2791.349854
	Iteration 33Q: 3 clusters Score -557551.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -557551.062500 Penalty: 2791.349854
	Iteration 34Q: 3 clusters Score -557551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -557551.125000 Penalty: 2791.349854
	Iteration 35Q: 3 clusters Score -557551.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -557551.687500 Penalty: 2791.349854
	Iteration 36Q: 3 clusters Score -557551.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -557553.437500 Penalty: 2791.349854
	Iteration 37Q: 3 clusters Score -557553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -557554.750000 Penalty: 2791.349854
	Iteration 38Q: 3 clusters Score -557554.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -557557.687500 Penalty: 2791.349854
	Iteration 39Q: 3 clusters Score -557557.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -557559.875000 Penalty: 2791.349854
	Iteration 40F: 3 clusters Score -557559.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -557563.125000 Penalty: 2791.349854
	Iteration 41Q: 3 clusters Score -557563.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -557565.375000 Penalty: 2791.349854
	Iteration 42Q: 3 clusters Score -557565.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -557564.687500 Penalty: 2791.349854
	Iteration 43Q: 3 clusters Score -557564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -557565.375000 Penalty: 2791.349854
	Iteration 44Q: 3 clusters Score -557565.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -557564.937500 Penalty: 2791.349854
	Iteration 45Q: 3 clusters Score -557564.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -557564.937500 Penalty: 2791.349854
	Iteration 46F: 3 clusters Score -557564.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Entering Unmasked Estep 
Score: -59724.031250 Penalty: 970.330078
	Iteration 0F: 2 clusters Score -59724.03 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 183 members 
Entering Unmasked Estep 
Score: -58754.675781 Penalty: 1940.660156
	Iteration 0F: 3 clusters Score -58754.68 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58865.453125 Penalty: 1940.660156
	Iteration 1F: 3 clusters Score -58865.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -58889.605469 Penalty: 1940.660156
	Iteration 2Q: 3 clusters Score -58889.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -58909.410156 Penalty: 1940.660156
	Iteration 3Q: 3 clusters Score -58909.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58920.191406 Penalty: 1940.660156
	Iteration 4Q: 3 clusters Score -58920.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58925.347656 Penalty: 1940.660156
	Iteration 5Q: 3 clusters Score -58925.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58929.304688 Penalty: 1940.660156
	Iteration 6Q: 3 clusters Score -58929.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58931.054688 Penalty: 1940.660156
	Iteration 7Q: 3 clusters Score -58931.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -58933.808594 Penalty: 1940.660156
	Iteration 8Q: 3 clusters Score -58933.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -58934.726562 Penalty: 1940.660156
	Iteration 9Q: 3 clusters Score -58934.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58935.562500 Penalty: 1940.660156
	Iteration 10Q: 3 clusters Score -58935.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58935.562500 Penalty: 1940.660156
	Iteration 11F: 3 clusters Score -58935.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (13314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Entering Unmasked Estep 
Score: -1535540.875000 Penalty: 1543.192871
	Iteration 0F: 2 clusters Score -1535541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1526305.250000 Penalty: 3086.385742
	Iteration 0F: 3 clusters Score -1526305 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1529739.500000 Penalty: 3086.385742
	Iteration 1F: 3 clusters Score -1529740 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1530287.625000 Penalty: 3086.385742
	Iteration 2F: 3 clusters Score -1530288 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1530922.375000 Penalty: 3086.385742
	Iteration 3F: 3 clusters Score -1530922 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -1531544.625000 Penalty: 3086.385742
	Iteration 4F: 3 clusters Score -1531545 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1532048.875000 Penalty: 3086.385742
	Iteration 5F: 3 clusters Score -1532049 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1532360.625000 Penalty: 3086.385742
	Iteration 6Q: 3 clusters Score -1532361 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1532555.125000 Penalty: 3086.385742
	Iteration 7Q: 3 clusters Score -1532555 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1532691.750000 Penalty: 3086.385742
	Iteration 8Q: 3 clusters Score -1532692 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1532802.875000 Penalty: 3086.385742
	Iteration 9Q: 3 clusters Score -1532803 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1532916.000000 Penalty: 3086.385742
	Iteration 10Q: 3 clusters Score -1532916 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1533000.250000 Penalty: 3086.385742
	Iteration 11Q: 3 clusters Score -1533000 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1533092.875000 Penalty: 3086.385742
	Iteration 12Q: 3 clusters Score -1533093 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1533205.625000 Penalty: 3086.385742
	Iteration 13Q: 3 clusters Score -1533206 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1533312.750000 Penalty: 3086.385742
	Iteration 14Q: 3 clusters Score -1533313 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1533412.625000 Penalty: 3086.385742
	Iteration 15Q: 3 clusters Score -1533413 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1533536.250000 Penalty: 3086.385742
	Iteration 16Q: 3 clusters Score -1533536 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1533646.375000 Penalty: 3086.385742
	Iteration 17Q: 3 clusters Score -1533646 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1533757.125000 Penalty: 3086.385742
	Iteration 18Q: 3 clusters Score -1533757 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1533833.625000 Penalty: 3086.385742
	Iteration 19Q: 3 clusters Score -1533834 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1533889.500000 Penalty: 3086.385742
	Iteration 20F: 3 clusters Score -1533890 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1533930.375000 Penalty: 3086.385742
	Iteration 21Q: 3 clusters Score -1533930 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1533958.250000 Penalty: 3086.385742
	Iteration 22Q: 3 clusters Score -1533958 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -1533977.250000 Penalty: 3086.385742
	Iteration 23Q: 3 clusters Score -1533977 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1533991.625000 Penalty: 3086.385742
	Iteration 24Q: 3 clusters Score -1533992 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1534016.125000 Penalty: 3086.385742
	Iteration 25Q: 3 clusters Score -1534016 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1534034.500000 Penalty: 3086.385742
	Iteration 26Q: 3 clusters Score -1534034 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1534046.250000 Penalty: 3086.385742
	Iteration 27Q: 3 clusters Score -1534046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -1534051.625000 Penalty: 3086.385742
	Iteration 28Q: 3 clusters Score -1534052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1534062.000000 Penalty: 3086.385742
	Iteration 29Q: 3 clusters Score -1534062 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1534072.250000 Penalty: 3086.385742
	Iteration 30Q: 3 clusters Score -1534072 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1534071.500000 Penalty: 3086.385742
	Iteration 31Q: 3 clusters Score -1534072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1534083.125000 Penalty: 3086.385742
	Iteration 32Q: 3 clusters Score -1534083 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1534086.375000 Penalty: 3086.385742
	Iteration 33Q: 3 clusters Score -1534086 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1534094.625000 Penalty: 3086.385742
	Iteration 34Q: 3 clusters Score -1534095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1534101.000000 Penalty: 3086.385742
	Iteration 35Q: 3 clusters Score -1534101 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1534102.750000 Penalty: 3086.385742
	Iteration 36Q: 3 clusters Score -1534103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1534103.250000 Penalty: 3086.385742
	Iteration 37Q: 3 clusters Score -1534103 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1534105.250000 Penalty: 3086.385742
	Iteration 38Q: 3 clusters Score -1534105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1534107.000000 Penalty: 3086.385742
	Iteration 39Q: 3 clusters Score -1534107 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1534106.375000 Penalty: 3086.385742
	Iteration 40F: 3 clusters Score -1534106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1534113.375000 Penalty: 3086.385742
	Iteration 41Q: 3 clusters Score -1534113 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1534116.250000 Penalty: 3086.385742
	Iteration 42Q: 3 clusters Score -1534116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1534116.500000 Penalty: 3086.385742
	Iteration 43Q: 3 clusters Score -1534116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1534116.500000 Penalty: 3086.385742
	Iteration 44Q: 3 clusters Score -1534116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1534114.125000 Penalty: 3086.385742
	Iteration 45Q: 3 clusters Score -1534114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1534116.125000 Penalty: 3086.385742
	Iteration 46Q: 3 clusters Score -1534116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1534115.375000 Penalty: 3086.385742
	Iteration 47Q: 3 clusters Score -1534115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1534116.250000 Penalty: 3086.385742
	Iteration 48Q: 3 clusters Score -1534116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1534114.625000 Penalty: 3086.385742
	Iteration 49Q: 3 clusters Score -1534115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1534114.250000 Penalty: 3086.385742
	Iteration 50Q: 3 clusters Score -1534114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1534113.500000 Penalty: 3086.385742
	Iteration 51Q: 3 clusters Score -1534114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1534115.500000 Penalty: 3086.385742
	Iteration 52Q: 3 clusters Score -1534116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1534117.125000 Penalty: 3086.385742
	Iteration 53Q: 3 clusters Score -1534117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1534116.875000 Penalty: 3086.385742
	Iteration 54Q: 3 clusters Score -1534117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1534120.625000 Penalty: 3086.385742
	Iteration 55Q: 3 clusters Score -1534121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1534120.625000 Penalty: 3086.385742
	Iteration 56F: 3 clusters Score -1534121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Entering Unmasked Estep 
Score: -227234.203125 Penalty: 1235.471313
	Iteration 0F: 2 clusters Score -227234.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -225126.093750 Penalty: 2470.942627
	Iteration 0F: 3 clusters Score -225126.1 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -225521.703125 Penalty: 2470.942627
	Iteration 1F: 3 clusters Score -225521.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -225601.718750 Penalty: 2470.942627
	Iteration 2F: 3 clusters Score -225601.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -225651.421875 Penalty: 2470.942627
	Iteration 3Q: 3 clusters Score -225651.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -225688.171875 Penalty: 2470.942627
	Iteration 4Q: 3 clusters Score -225688.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -225710.171875 Penalty: 2470.942627
	Iteration 5Q: 3 clusters Score -225710.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -225724.156250 Penalty: 2470.942627
	Iteration 6Q: 3 clusters Score -225724.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -225742.203125 Penalty: 2470.942627
	Iteration 7Q: 3 clusters Score -225742.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -225752.531250 Penalty: 2470.942627
	Iteration 8Q: 3 clusters Score -225752.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -225763.890625 Penalty: 2470.942627
	Iteration 9Q: 3 clusters Score -225763.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -225776.796875 Penalty: 2470.942627
	Iteration 10Q: 3 clusters Score -225776.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -225788.046875 Penalty: 2470.942627
	Iteration 11Q: 3 clusters Score -225788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -225797.875000 Penalty: 2470.942627
	Iteration 12Q: 3 clusters Score -225797.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -225802.796875 Penalty: 2470.942627
	Iteration 13Q: 3 clusters Score -225802.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -225805.000000 Penalty: 2470.942627
	Iteration 14Q: 3 clusters Score -225805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -225806.265625 Penalty: 2470.942627
	Iteration 15Q: 3 clusters Score -225806.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225806.953125 Penalty: 2470.942627
	Iteration 16Q: 3 clusters Score -225807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225807.703125 Penalty: 2470.942627
	Iteration 17Q: 3 clusters Score -225807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -225808.406250 Penalty: 2470.942627
	Iteration 18Q: 3 clusters Score -225808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225808.562500 Penalty: 2470.942627
	Iteration 19Q: 3 clusters Score -225808.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -225808.562500 Penalty: 2470.942627
	Iteration 20F: 3 clusters Score -225808.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Entering Unmasked Estep 
Score: -613913.000000 Penalty: 1397.090820
	Iteration 0F: 2 clusters Score -613913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -609703.437500 Penalty: 2794.181641
	Iteration 0F: 3 clusters Score -609703.4 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -611086.437500 Penalty: 2794.181641
	Iteration 1F: 3 clusters Score -611086.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -611418.500000 Penalty: 2794.181641
	Iteration 2F: 3 clusters Score -611418.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -611708.875000 Penalty: 2794.181641
	Iteration 3F: 3 clusters Score -611708.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -611971.812500 Penalty: 2794.181641
	Iteration 4F: 3 clusters Score -611971.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -612222.437500 Penalty: 2794.181641
	Iteration 5F: 3 clusters Score -612222.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -612430.062500 Penalty: 2794.181641
	Iteration 6Q: 3 clusters Score -612430.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -612592.687500 Penalty: 2794.181641
	Iteration 7Q: 3 clusters Score -612592.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -612713.937500 Penalty: 2794.181641
	Iteration 8Q: 3 clusters Score -612713.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -612792.562500 Penalty: 2794.181641
	Iteration 9Q: 3 clusters Score -612792.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -612856.750000 Penalty: 2794.181641
	Iteration 10Q: 3 clusters Score -612856.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -612918.500000 Penalty: 2794.181641
	Iteration 11Q: 3 clusters Score -612918.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -612979.125000 Penalty: 2794.181641
	Iteration 12Q: 3 clusters Score -612979.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -613037.062500 Penalty: 2794.181641
	Iteration 13Q: 3 clusters Score -613037.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -613100.250000 Penalty: 2794.181641
	Iteration 14Q: 3 clusters Score -613100.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -613163.750000 Penalty: 2794.181641
	Iteration 15Q: 3 clusters Score -613163.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -613240.125000 Penalty: 2794.181641
	Iteration 16Q: 3 clusters Score -613240.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -613316.437500 Penalty: 2794.181641
	Iteration 17Q: 3 clusters Score -613316.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -613389.500000 Penalty: 2794.181641
	Iteration 18Q: 3 clusters Score -613389.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -613470.250000 Penalty: 2794.181641
	Iteration 19Q: 3 clusters Score -613470.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -613557.375000 Penalty: 2794.181641
	Iteration 20F: 3 clusters Score -613557.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -613634.625000 Penalty: 2794.181641
	Iteration 21Q: 3 clusters Score -613634.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -613684.437500 Penalty: 2794.181641
	Iteration 22Q: 3 clusters Score -613684.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -613745.000000 Penalty: 2794.181641
	Iteration 23Q: 3 clusters Score -613745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -613785.812500 Penalty: 2794.181641
	Iteration 24Q: 3 clusters Score -613785.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -613806.062500 Penalty: 2794.181641
	Iteration 25Q: 3 clusters Score -613806.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -613811.000000 Penalty: 2794.181641
	Iteration 26Q: 3 clusters Score -613811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -613814.437500 Penalty: 2794.181641
	Iteration 27Q: 3 clusters Score -613814.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -613816.437500 Penalty: 2794.181641
	Iteration 28Q: 3 clusters Score -613816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -613817.187500 Penalty: 2794.181641
	Iteration 29Q: 3 clusters Score -613817.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -613817.125000 Penalty: 2794.181641
	Iteration 30Q: 3 clusters Score -613817.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -613817.125000 Penalty: 2794.181641
	Iteration 31F: 3 clusters Score -613817.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -296073.906250 Penalty: 1276.336914
	Iteration 0F: 2 clusters Score -296073.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -293576.031250 Penalty: 2552.673828
	Iteration 0F: 3 clusters Score -293576 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -294158.562500 Penalty: 2552.673828
	Iteration 1F: 3 clusters Score -294158.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -294287.062500 Penalty: 2552.673828
	Iteration 2F: 3 clusters Score -294287.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -294365.593750 Penalty: 2552.673828
	Iteration 3Q: 3 clusters Score -294365.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -294407.687500 Penalty: 2552.673828
	Iteration 4Q: 3 clusters Score -294407.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -294436.968750 Penalty: 2552.673828
	Iteration 5Q: 3 clusters Score -294437 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -294459.281250 Penalty: 2552.673828
	Iteration 6Q: 3 clusters Score -294459.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -294481.156250 Penalty: 2552.673828
	Iteration 7Q: 3 clusters Score -294481.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -294495.656250 Penalty: 2552.673828
	Iteration 8Q: 3 clusters Score -294495.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -294506.875000 Penalty: 2552.673828
	Iteration 9Q: 3 clusters Score -294506.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -294520.593750 Penalty: 2552.673828
	Iteration 10Q: 3 clusters Score -294520.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -294535.562500 Penalty: 2552.673828
	Iteration 11Q: 3 clusters Score -294535.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -294549.812500 Penalty: 2552.673828
	Iteration 12Q: 3 clusters Score -294549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -294558.843750 Penalty: 2552.673828
	Iteration 13Q: 3 clusters Score -294558.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -294566.031250 Penalty: 2552.673828
	Iteration 14Q: 3 clusters Score -294566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -294575.875000 Penalty: 2552.673828
	Iteration 15Q: 3 clusters Score -294575.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -294583.812500 Penalty: 2552.673828
	Iteration 16Q: 3 clusters Score -294583.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -294590.718750 Penalty: 2552.673828
	Iteration 17Q: 3 clusters Score -294590.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -294599.468750 Penalty: 2552.673828
	Iteration 18Q: 3 clusters Score -294599.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -294607.031250 Penalty: 2552.673828
	Iteration 19Q: 3 clusters Score -294607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -294614.093750 Penalty: 2552.673828
	Iteration 20F: 3 clusters Score -294614.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -294621.437500 Penalty: 2552.673828
	Iteration 21Q: 3 clusters Score -294621.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -294628.812500 Penalty: 2552.673828
	Iteration 22Q: 3 clusters Score -294628.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -294632.187500 Penalty: 2552.673828
	Iteration 23Q: 3 clusters Score -294632.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -294633.656250 Penalty: 2552.673828
	Iteration 24Q: 3 clusters Score -294633.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -294635.031250 Penalty: 2552.673828
	Iteration 25Q: 3 clusters Score -294635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -294636.062500 Penalty: 2552.673828
	Iteration 26Q: 3 clusters Score -294636.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -294637.062500 Penalty: 2552.673828
	Iteration 27Q: 3 clusters Score -294637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -294638.343750 Penalty: 2552.673828
	Iteration 28Q: 3 clusters Score -294638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -294638.375000 Penalty: 2552.673828
	Iteration 29Q: 3 clusters Score -294638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -294638.375000 Penalty: 2552.673828
	Iteration 30F: 3 clusters Score -294638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (44341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Entering Unmasked Estep 
Score: -5169190.000000 Penalty: 1738.695557
	Iteration 0F: 2 clusters Score -5169190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -5139422.500000 Penalty: 3477.391113
	Iteration 0F: 3 clusters Score -5139422 nChanged 20912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5151369.500000 Penalty: 3477.391113
	Iteration 1F: 3 clusters Score -5151370 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -5152216.500000 Penalty: 3477.391113
	Iteration 2Q: 3 clusters Score -5152216 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -5153291.500000 Penalty: 3477.391113
	Iteration 3F: 3 clusters Score -5153292 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5154645.500000 Penalty: 3477.391113
	Iteration 4F: 3 clusters Score -5154646 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5156310.000000 Penalty: 3477.391113
	Iteration 5F: 3 clusters Score -5156310 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -5157880.000000 Penalty: 3477.391113
	Iteration 6F: 3 clusters Score -5157880 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 26246 members 
Entering Unmasked Estep 
Score: -5159161.000000 Penalty: 3477.391113
	Iteration 7F: 3 clusters Score -5159161 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5160202.000000 Penalty: 3477.391113
	Iteration 8Q: 3 clusters Score -5160202 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5160952.000000 Penalty: 3477.391113
	Iteration 9Q: 3 clusters Score -5160952 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -5161592.000000 Penalty: 3477.391113
	Iteration 10Q: 3 clusters Score -5161592 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -5162266.000000 Penalty: 3477.391113
	Iteration 11Q: 3 clusters Score -5162266 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -5162852.000000 Penalty: 3477.391113
	Iteration 12Q: 3 clusters Score -5162852 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -5163364.000000 Penalty: 3477.391113
	Iteration 13Q: 3 clusters Score -5163364 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -5163718.000000 Penalty: 3477.391113
	Iteration 14Q: 3 clusters Score -5163718 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -5164023.500000 Penalty: 3477.391113
	Iteration 15Q: 3 clusters Score -5164024 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5164226.000000 Penalty: 3477.391113
	Iteration 16Q: 3 clusters Score -5164226 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 33866 members 
Entering Unmasked Estep 
Score: -5164430.500000 Penalty: 3477.391113
	Iteration 17Q: 3 clusters Score -5164430 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -5164615.500000 Penalty: 3477.391113
	Iteration 18Q: 3 clusters Score -5164616 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -5164810.500000 Penalty: 3477.391113
	Iteration 19Q: 3 clusters Score -5164810 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -5165004.500000 Penalty: 3477.391113
	Iteration 20F: 3 clusters Score -5165004 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -5165245.000000 Penalty: 3477.391113
	Iteration 21Q: 3 clusters Score -5165245 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -5165478.500000 Penalty: 3477.391113
	Iteration 22Q: 3 clusters Score -5165478 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5165688.500000 Penalty: 3477.391113
	Iteration 23Q: 3 clusters Score -5165688 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -5165939.500000 Penalty: 3477.391113
	Iteration 24Q: 3 clusters Score -5165940 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -5166227.000000 Penalty: 3477.391113
	Iteration 25Q: 3 clusters Score -5166227 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -5166508.000000 Penalty: 3477.391113
	Iteration 26Q: 3 clusters Score -5166508 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -5166814.000000 Penalty: 3477.391113
	Iteration 27Q: 3 clusters Score -5166814 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -5167157.000000 Penalty: 3477.391113
	Iteration 28Q: 3 clusters Score -5167157 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -5167396.000000 Penalty: 3477.391113
	Iteration 29Q: 3 clusters Score -5167396 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -5167573.000000 Penalty: 3477.391113
	Iteration 30Q: 3 clusters Score -5167573 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5167729.500000 Penalty: 3477.391113
	Iteration 31Q: 3 clusters Score -5167730 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -5167802.500000 Penalty: 3477.391113
	Iteration 32Q: 3 clusters Score -5167802 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
Score: -5167873.000000 Penalty: 3477.391113
	Iteration 33Q: 3 clusters Score -5167873 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -5167917.000000 Penalty: 3477.391113
	Iteration 34Q: 3 clusters Score -5167917 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -5167936.000000 Penalty: 3477.391113
	Iteration 35Q: 3 clusters Score -5167936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -5167958.500000 Penalty: 3477.391113
	Iteration 36Q: 3 clusters Score -5167958 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5167980.500000 Penalty: 3477.391113
	Iteration 37Q: 3 clusters Score -5167980 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -5167996.500000 Penalty: 3477.391113
	Iteration 38Q: 3 clusters Score -5167996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -5168003.500000 Penalty: 3477.391113
	Iteration 39Q: 3 clusters Score -5168004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -5168013.500000 Penalty: 3477.391113
	Iteration 40F: 3 clusters Score -5168014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -5168013.000000 Penalty: 3477.391113
	Iteration 41Q: 3 clusters Score -5168013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5168019.500000 Penalty: 3477.391113
	Iteration 42Q: 3 clusters Score -5168020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5168029.000000 Penalty: 3477.391113
	Iteration 43Q: 3 clusters Score -5168029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5168041.000000 Penalty: 3477.391113
	Iteration 44Q: 3 clusters Score -5168041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5168043.000000 Penalty: 3477.391113
	Iteration 45Q: 3 clusters Score -5168043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -5168041.500000 Penalty: 3477.391113
	Iteration 46Q: 3 clusters Score -5168042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5168042.500000 Penalty: 3477.391113
	Iteration 47Q: 3 clusters Score -5168042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 42200 members 
Entering Unmasked Estep 
Score: -5168046.500000 Penalty: 3477.391113
	Iteration 48Q: 3 clusters Score -5168046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5168047.000000 Penalty: 3477.391113
	Iteration 49Q: 3 clusters Score -5168047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5168048.500000 Penalty: 3477.391113
	Iteration 50Q: 3 clusters Score -5168048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5168046.500000 Penalty: 3477.391113
	Iteration 51Q: 3 clusters Score -5168046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5168043.500000 Penalty: 3477.391113
	Iteration 52Q: 3 clusters Score -5168044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5168046.500000 Penalty: 3477.391113
	Iteration 53Q: 3 clusters Score -5168046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -5168046.500000 Penalty: 3477.391113
	Iteration 54F: 3 clusters Score -5168046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (7918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Entering Unmasked Estep 
Score: -891985.625000 Penalty: 1458.745361
	Iteration 0F: 2 clusters Score -891985.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -886105.500000 Penalty: 2917.490723
	Iteration 0F: 3 clusters Score -886105.5 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -888050.687500 Penalty: 2917.490723
	Iteration 1F: 3 clusters Score -888050.7 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -888305.812500 Penalty: 2917.490723
	Iteration 2F: 3 clusters Score -888305.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -888539.375000 Penalty: 2917.490723
	Iteration 3F: 3 clusters Score -888539.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -888764.562500 Penalty: 2917.490723
	Iteration 4Q: 3 clusters Score -888764.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -888970.562500 Penalty: 2917.490723
	Iteration 5Q: 3 clusters Score -888970.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -889163.812500 Penalty: 2917.490723
	Iteration 6Q: 3 clusters Score -889163.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -889361.562500 Penalty: 2917.490723
	Iteration 7Q: 3 clusters Score -889361.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -889586.250000 Penalty: 2917.490723
	Iteration 8Q: 3 clusters Score -889586.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -889825.250000 Penalty: 2917.490723
	Iteration 9Q: 3 clusters Score -889825.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -890040.875000 Penalty: 2917.490723
	Iteration 10Q: 3 clusters Score -890040.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -890219.437500 Penalty: 2917.490723
	Iteration 11Q: 3 clusters Score -890219.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -890364.250000 Penalty: 2917.490723
	Iteration 12Q: 3 clusters Score -890364.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -890472.500000 Penalty: 2917.490723
	Iteration 13Q: 3 clusters Score -890472.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -890543.187500 Penalty: 2917.490723
	Iteration 14Q: 3 clusters Score -890543.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -890611.375000 Penalty: 2917.490723
	Iteration 15Q: 3 clusters Score -890611.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -890672.000000 Penalty: 2917.490723
	Iteration 16Q: 3 clusters Score -890672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -890715.125000 Penalty: 2917.490723
	Iteration 17Q: 3 clusters Score -890715.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -890753.187500 Penalty: 2917.490723
	Iteration 18Q: 3 clusters Score -890753.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -890789.875000 Penalty: 2917.490723
	Iteration 19Q: 3 clusters Score -890789.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -890837.000000 Penalty: 2917.490723
	Iteration 20F: 3 clusters Score -890837 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -890886.937500 Penalty: 2917.490723
	Iteration 21Q: 3 clusters Score -890886.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -890932.312500 Penalty: 2917.490723
	Iteration 22Q: 3 clusters Score -890932.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -890982.125000 Penalty: 2917.490723
	Iteration 23Q: 3 clusters Score -890982.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -891035.812500 Penalty: 2917.490723
	Iteration 24Q: 3 clusters Score -891035.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -891102.625000 Penalty: 2917.490723
	Iteration 25Q: 3 clusters Score -891102.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -891167.312500 Penalty: 2917.490723
	Iteration 26Q: 3 clusters Score -891167.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -891234.312500 Penalty: 2917.490723
	Iteration 27Q: 3 clusters Score -891234.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -891288.125000 Penalty: 2917.490723
	Iteration 28Q: 3 clusters Score -891288.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -891332.750000 Penalty: 2917.490723
	Iteration 29Q: 3 clusters Score -891332.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -891364.937500 Penalty: 2917.490723
	Iteration 30Q: 3 clusters Score -891364.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -891394.937500 Penalty: 2917.490723
	Iteration 31Q: 3 clusters Score -891394.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -891426.312500 Penalty: 2917.490723
	Iteration 32Q: 3 clusters Score -891426.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -891457.687500 Penalty: 2917.490723
	Iteration 33Q: 3 clusters Score -891457.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -891486.062500 Penalty: 2917.490723
	Iteration 34Q: 3 clusters Score -891486.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -891515.125000 Penalty: 2917.490723
	Iteration 35Q: 3 clusters Score -891515.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -891536.000000 Penalty: 2917.490723
	Iteration 36Q: 3 clusters Score -891536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -891555.875000 Penalty: 2917.490723
	Iteration 37Q: 3 clusters Score -891555.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -891570.125000 Penalty: 2917.490723
	Iteration 38Q: 3 clusters Score -891570.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -891576.375000 Penalty: 2917.490723
	Iteration 39Q: 3 clusters Score -891576.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -891584.000000 Penalty: 2917.490723
	Iteration 40F: 3 clusters Score -891584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -891584.500000 Penalty: 2917.490723
	Iteration 41Q: 3 clusters Score -891584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -891586.375000 Penalty: 2917.490723
	Iteration 42Q: 3 clusters Score -891586.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -891587.937500 Penalty: 2917.490723
	Iteration 43Q: 3 clusters Score -891587.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -891587.812500 Penalty: 2917.490723
	Iteration 44Q: 3 clusters Score -891587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -891588.000000 Penalty: 2917.490723
	Iteration 45Q: 3 clusters Score -891588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -891587.750000 Penalty: 2917.490723
	Iteration 46Q: 3 clusters Score -891587.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -891590.250000 Penalty: 2917.490723
	Iteration 47Q: 3 clusters Score -891590.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -891590.625000 Penalty: 2917.490723
	Iteration 48Q: 3 clusters Score -891590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -891590.625000 Penalty: 2917.490723
	Iteration 49F: 3 clusters Score -891590.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Entering Unmasked Estep 
Score: -914153.250000 Penalty: 1459.421143
	Iteration 0F: 2 clusters Score -914153.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -908370.500000 Penalty: 2918.842285
	Iteration 0F: 3 clusters Score -908370.5 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -910112.250000 Penalty: 2918.842285
	Iteration 1F: 3 clusters Score -910112.2 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -910381.062500 Penalty: 2918.842285
	Iteration 2F: 3 clusters Score -910381.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -910595.562500 Penalty: 2918.842285
	Iteration 3F: 3 clusters Score -910595.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -910783.937500 Penalty: 2918.842285
	Iteration 4Q: 3 clusters Score -910783.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -910982.250000 Penalty: 2918.842285
	Iteration 5Q: 3 clusters Score -910982.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -911204.312500 Penalty: 2918.842285
	Iteration 6Q: 3 clusters Score -911204.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -911445.500000 Penalty: 2918.842285
	Iteration 7Q: 3 clusters Score -911445.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -911689.937500 Penalty: 2918.842285
	Iteration 8Q: 3 clusters Score -911689.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -911921.687500 Penalty: 2918.842285
	Iteration 9Q: 3 clusters Score -911921.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -912165.375000 Penalty: 2918.842285
	Iteration 10Q: 3 clusters Score -912165.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -912347.062500 Penalty: 2918.842285
	Iteration 11Q: 3 clusters Score -912347.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -912479.125000 Penalty: 2918.842285
	Iteration 12Q: 3 clusters Score -912479.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -912573.750000 Penalty: 2918.842285
	Iteration 13Q: 3 clusters Score -912573.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -912653.500000 Penalty: 2918.842285
	Iteration 14Q: 3 clusters Score -912653.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -912727.875000 Penalty: 2918.842285
	Iteration 15Q: 3 clusters Score -912727.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -912784.062500 Penalty: 2918.842285
	Iteration 16Q: 3 clusters Score -912784.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -912827.625000 Penalty: 2918.842285
	Iteration 17Q: 3 clusters Score -912827.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -912861.562500 Penalty: 2918.842285
	Iteration 18Q: 3 clusters Score -912861.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -912890.875000 Penalty: 2918.842285
	Iteration 19Q: 3 clusters Score -912890.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -912911.625000 Penalty: 2918.842285
	Iteration 20F: 3 clusters Score -912911.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -912927.625000 Penalty: 2918.842285
	Iteration 21Q: 3 clusters Score -912927.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -912948.250000 Penalty: 2918.842285
	Iteration 22Q: 3 clusters Score -912948.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -912968.125000 Penalty: 2918.842285
	Iteration 23Q: 3 clusters Score -912968.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -912981.937500 Penalty: 2918.842285
	Iteration 24Q: 3 clusters Score -912981.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -912988.875000 Penalty: 2918.842285
	Iteration 25Q: 3 clusters Score -912988.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -912994.875000 Penalty: 2918.842285
	Iteration 26Q: 3 clusters Score -912994.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -912999.875000 Penalty: 2918.842285
	Iteration 27Q: 3 clusters Score -912999.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -913001.687500 Penalty: 2918.842285
	Iteration 28Q: 3 clusters Score -913001.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -913004.000000 Penalty: 2918.842285
	Iteration 29Q: 3 clusters Score -913004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -913003.812500 Penalty: 2918.842285
	Iteration 30Q: 3 clusters Score -913003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -913005.875000 Penalty: 2918.842285
	Iteration 31Q: 3 clusters Score -913005.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -913007.250000 Penalty: 2918.842285
	Iteration 32Q: 3 clusters Score -913007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -913007.687500 Penalty: 2918.842285
	Iteration 33Q: 3 clusters Score -913007.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -913007.687500 Penalty: 2918.842285
	Iteration 34F: 3 clusters Score -913007.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -50209.859375 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -50209.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -49157.640625 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -49157.64 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49420.777344 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -49420.78 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49554.632812 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -49554.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49636.312500 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -49636.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -49680.328125 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -49680.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49714.964844 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -49714.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49753.742188 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -49753.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -49767.261719 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -49767.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -49774.289062 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -49774.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -49774.917969 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -49774.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49775.062500 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -49775.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -49775.062500 Penalty: 2057.738037
	Iteration 11F: 3 clusters Score -49775.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (86627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86627 members 
Entering Unmasked Estep 
Score: -9933710.000000 Penalty: 1847.522095
	Iteration 0F: 2 clusters Score -9933710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -9875763.000000 Penalty: 3695.044189
	Iteration 0F: 3 clusters Score -9875763 nChanged 41356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47252 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -9899877.000000 Penalty: 3695.044189
	Iteration 1F: 3 clusters Score -9899877 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9901087.000000 Penalty: 3695.044189
	Iteration 2Q: 3 clusters Score -9901087 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -9903026.000000 Penalty: 3695.044189
	Iteration 3Q: 3 clusters Score -9903026 nChanged 5480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -9906454.000000 Penalty: 3695.044189
	Iteration 4F: 3 clusters Score -9906454 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65161 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -9912136.000000 Penalty: 3695.044189
	Iteration 5F: 3 clusters Score -9912136 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72813 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -9919327.000000 Penalty: 3695.044189
	Iteration 6F: 3 clusters Score -9919327 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -9925951.000000 Penalty: 3695.044189
	Iteration 7F: 3 clusters Score -9925951 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83331 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -9929938.000000 Penalty: 3695.044189
	Iteration 8Q: 3 clusters Score -9929938 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85005 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9931492.000000 Penalty: 3695.044189
	Iteration 9Q: 3 clusters Score -9931492 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85551 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -9932042.000000 Penalty: 3695.044189
	Iteration 10Q: 3 clusters Score -9932042 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9932235.000000 Penalty: 3695.044189
	Iteration 11Q: 3 clusters Score -9932235 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85846 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9932326.000000 Penalty: 3695.044189
	Iteration 12Q: 3 clusters Score -9932326 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9932395.000000 Penalty: 3695.044189
	Iteration 13Q: 3 clusters Score -9932395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -9932436.000000 Penalty: 3695.044189
	Iteration 14Q: 3 clusters Score -9932436 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85891 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9932483.000000 Penalty: 3695.044189
	Iteration 15Q: 3 clusters Score -9932483 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -9932531.000000 Penalty: 3695.044189
	Iteration 16Q: 3 clusters Score -9932531 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85893 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -9932571.000000 Penalty: 3695.044189
	Iteration 17Q: 3 clusters Score -9932571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85885 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9932594.000000 Penalty: 3695.044189
	Iteration 18Q: 3 clusters Score -9932594 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85884 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9932606.000000 Penalty: 3695.044189
	Iteration 19Q: 3 clusters Score -9932606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9932615.000000 Penalty: 3695.044189
	Iteration 20F: 3 clusters Score -9932615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85881 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9932620.000000 Penalty: 3695.044189
	Iteration 21Q: 3 clusters Score -9932620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85877 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9932622.000000 Penalty: 3695.044189
	Iteration 22Q: 3 clusters Score -9932622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9932629.000000 Penalty: 3695.044189
	Iteration 23Q: 3 clusters Score -9932629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -9932631.000000 Penalty: 3695.044189
	Iteration 24Q: 3 clusters Score -9932631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9932642.000000 Penalty: 3695.044189
	Iteration 25Q: 3 clusters Score -9932642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9932651.000000 Penalty: 3695.044189
	Iteration 26Q: 3 clusters Score -9932651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9932647.000000 Penalty: 3695.044189
	Iteration 27Q: 3 clusters Score -9932647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9932646.000000 Penalty: 3695.044189
	Iteration 28Q: 3 clusters Score -9932646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9932647.000000 Penalty: 3695.044189
	Iteration 29Q: 3 clusters Score -9932647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9932644.000000 Penalty: 3695.044189
	Iteration 30Q: 3 clusters Score -9932644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9932649.000000 Penalty: 3695.044189
	Iteration 31Q: 3 clusters Score -9932649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85868 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -9932654.000000 Penalty: 3695.044189
	Iteration 32Q: 3 clusters Score -9932654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9932659.000000 Penalty: 3695.044189
	Iteration 33Q: 3 clusters Score -9932659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9932659.000000 Penalty: 3695.044189
	Iteration 34Q: 3 clusters Score -9932659 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85861 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9932670.000000 Penalty: 3695.044189
	Iteration 35Q: 3 clusters Score -9932670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85860 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -9932671.000000 Penalty: 3695.044189
	Iteration 36Q: 3 clusters Score -9932671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85858 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9932671.000000 Penalty: 3695.044189
	Iteration 37Q: 3 clusters Score -9932671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85855 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9932680.000000 Penalty: 3695.044189
	Iteration 38Q: 3 clusters Score -9932680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9932689.000000 Penalty: 3695.044189
	Iteration 39Q: 3 clusters Score -9932689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9932688.000000 Penalty: 3695.044189
	Iteration 40F: 3 clusters Score -9932688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9932692.000000 Penalty: 3695.044189
	Iteration 41Q: 3 clusters Score -9932692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9932686.000000 Penalty: 3695.044189
	Iteration 42Q: 3 clusters Score -9932686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85847 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9932686.000000 Penalty: 3695.044189
	Iteration 43F: 3 clusters Score -9932686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (9254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Entering Unmasked Estep 
Score: -1066678.250000 Penalty: 1484.081909
	Iteration 0F: 2 clusters Score -1066678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1059878.750000 Penalty: 2968.163818
	Iteration 0F: 3 clusters Score -1059879 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1061991.500000 Penalty: 2968.163818
	Iteration 1F: 3 clusters Score -1061992 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1062219.625000 Penalty: 2968.163818
	Iteration 2F: 3 clusters Score -1062220 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1062395.000000 Penalty: 2968.163818
	Iteration 3Q: 3 clusters Score -1062395 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1062536.250000 Penalty: 2968.163818
	Iteration 4Q: 3 clusters Score -1062536 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1062656.250000 Penalty: 2968.163818
	Iteration 5Q: 3 clusters Score -1062656 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1062746.375000 Penalty: 2968.163818
	Iteration 6Q: 3 clusters Score -1062746 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -1062832.250000 Penalty: 2968.163818
	Iteration 7Q: 3 clusters Score -1062832 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1062907.000000 Penalty: 2968.163818
	Iteration 8Q: 3 clusters Score -1062907 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1063000.625000 Penalty: 2968.163818
	Iteration 9Q: 3 clusters Score -1063001 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1063105.500000 Penalty: 2968.163818
	Iteration 10Q: 3 clusters Score -1063106 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1063214.625000 Penalty: 2968.163818
	Iteration 11Q: 3 clusters Score -1063215 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1063326.125000 Penalty: 2968.163818
	Iteration 12Q: 3 clusters Score -1063326 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1063442.500000 Penalty: 2968.163818
	Iteration 13Q: 3 clusters Score -1063442 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1063579.250000 Penalty: 2968.163818
	Iteration 14Q: 3 clusters Score -1063579 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1063736.125000 Penalty: 2968.163818
	Iteration 15Q: 3 clusters Score -1063736 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1063897.875000 Penalty: 2968.163818
	Iteration 16Q: 3 clusters Score -1063898 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1064040.875000 Penalty: 2968.163818
	Iteration 17Q: 3 clusters Score -1064041 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1064146.750000 Penalty: 2968.163818
	Iteration 18Q: 3 clusters Score -1064147 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1064256.875000 Penalty: 2968.163818
	Iteration 19Q: 3 clusters Score -1064257 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1064347.125000 Penalty: 2968.163818
	Iteration 20F: 3 clusters Score -1064347 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1064440.875000 Penalty: 2968.163818
	Iteration 21Q: 3 clusters Score -1064441 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1064522.500000 Penalty: 2968.163818
	Iteration 22Q: 3 clusters Score -1064522 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1064590.875000 Penalty: 2968.163818
	Iteration 23Q: 3 clusters Score -1064591 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1064662.250000 Penalty: 2968.163818
	Iteration 24Q: 3 clusters Score -1064662 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1064741.000000 Penalty: 2968.163818
	Iteration 25Q: 3 clusters Score -1064741 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1064829.125000 Penalty: 2968.163818
	Iteration 26Q: 3 clusters Score -1064829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1064912.250000 Penalty: 2968.163818
	Iteration 27Q: 3 clusters Score -1064912 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1064974.125000 Penalty: 2968.163818
	Iteration 28Q: 3 clusters Score -1064974 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1065026.375000 Penalty: 2968.163818
	Iteration 29Q: 3 clusters Score -1065026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1065074.500000 Penalty: 2968.163818
	Iteration 30Q: 3 clusters Score -1065074 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1065120.500000 Penalty: 2968.163818
	Iteration 31Q: 3 clusters Score -1065120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1065152.250000 Penalty: 2968.163818
	Iteration 32Q: 3 clusters Score -1065152 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1065187.500000 Penalty: 2968.163818
	Iteration 33Q: 3 clusters Score -1065188 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1065208.875000 Penalty: 2968.163818
	Iteration 34Q: 3 clusters Score -1065209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1065233.375000 Penalty: 2968.163818
	Iteration 35Q: 3 clusters Score -1065233 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1065255.125000 Penalty: 2968.163818
	Iteration 36Q: 3 clusters Score -1065255 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1065281.250000 Penalty: 2968.163818
	Iteration 37Q: 3 clusters Score -1065281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1065309.375000 Penalty: 2968.163818
	Iteration 38Q: 3 clusters Score -1065309 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1065331.375000 Penalty: 2968.163818
	Iteration 39Q: 3 clusters Score -1065331 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1065350.875000 Penalty: 2968.163818
	Iteration 40F: 3 clusters Score -1065351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1065372.250000 Penalty: 2968.163818
	Iteration 41Q: 3 clusters Score -1065372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1065386.000000 Penalty: 2968.163818
	Iteration 42Q: 3 clusters Score -1065386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1065390.750000 Penalty: 2968.163818
	Iteration 43Q: 3 clusters Score -1065391 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1065399.875000 Penalty: 2968.163818
	Iteration 44Q: 3 clusters Score -1065400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1065403.125000 Penalty: 2968.163818
	Iteration 45Q: 3 clusters Score -1065403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1065406.000000 Penalty: 2968.163818
	Iteration 46Q: 3 clusters Score -1065406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1065407.500000 Penalty: 2968.163818
	Iteration 47Q: 3 clusters Score -1065408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1065412.250000 Penalty: 2968.163818
	Iteration 48Q: 3 clusters Score -1065412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1065415.375000 Penalty: 2968.163818
	Iteration 49Q: 3 clusters Score -1065415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1065419.125000 Penalty: 2968.163818
	Iteration 50Q: 3 clusters Score -1065419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1065421.250000 Penalty: 2968.163818
	Iteration 51Q: 3 clusters Score -1065421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1065421.500000 Penalty: 2968.163818
	Iteration 52Q: 3 clusters Score -1065422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1065423.125000 Penalty: 2968.163818
	Iteration 53Q: 3 clusters Score -1065423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1065425.250000 Penalty: 2968.163818
	Iteration 54Q: 3 clusters Score -1065425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1065426.750000 Penalty: 2968.163818
	Iteration 55Q: 3 clusters Score -1065427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1065427.250000 Penalty: 2968.163818
	Iteration 56Q: 3 clusters Score -1065427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1065428.250000 Penalty: 2968.163818
	Iteration 57Q: 3 clusters Score -1065428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1065428.750000 Penalty: 2968.163818
	Iteration 58Q: 3 clusters Score -1065429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1065430.500000 Penalty: 2968.163818
	Iteration 59Q: 3 clusters Score -1065430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1065430.500000 Penalty: 2968.163818
	Iteration 60F: 3 clusters Score -1065430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -24466.109375 Penalty: 847.427063
	Iteration 0F: 2 clusters Score -24466.11 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 95 members 
Entering Unmasked Estep 
Score: -23795.488281 Penalty: 1694.854126
	Iteration 0F: 3 clusters Score -23795.49 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23907.519531 Penalty: 1694.854126
	Iteration 1F: 3 clusters Score -23907.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -23929.228516 Penalty: 1694.854126
	Iteration 2Q: 3 clusters Score -23929.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23940.000000 Penalty: 1694.854126
	Iteration 3Q: 3 clusters Score -23940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23952.343750 Penalty: 1694.854126
	Iteration 4Q: 3 clusters Score -23952.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -23952.343750 Penalty: 1694.854126
	Iteration 5F: 3 clusters Score -23952.34 nChanged 0
--- Evaluating fit on full set of 1084927 points ---
Entering Unmasked Estep 
Score: -120591648.000000 Penalty: 99363.718750
20->45 Clusters: Score -120591648.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 361642 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 17890 members 
Mstep: Class 3 contains 18178 members 
Mstep: Class 4 contains 18088 members 
Mstep: Class 5 contains 18243 members 
Mstep: Class 6 contains 18110 members 
Mstep: Class 7 contains 18112 members 
Mstep: Class 8 contains 17979 members 
Mstep: Class 9 contains 18100 members 
Mstep: Class 10 contains 18192 members 
Mstep: Class 11 contains 18035 members 
Mstep: Class 12 contains 18072 members 
Mstep: Class 13 contains 18186 members 
Mstep: Class 14 contains 18183 members 
Mstep: Class 15 contains 18065 members 
Mstep: Class 16 contains 18092 members 
Mstep: Class 17 contains 18037 members 
Mstep: Class 18 contains 18018 members 
Mstep: Class 19 contains 18089 members 
Mstep: Class 20 contains 17931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1051.780396 but Gain 2079.738281
Score: -37746956.000000 Penalty: 39515.093750
Iteration 0F: 20 clusters Score -3.774696e+07 nChanged 342018
Entering Unmasked Mstep 
Mstep: Class 0 contains 659 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 12421 members 
Mstep: Class 3 contains 21136 members 
Mstep: Class 4 contains 23022 members 
Mstep: Class 5 contains 41782 members 
Mstep: Class 6 contains 16043 members 
Mstep: Class 7 contains 24514 members 
Mstep: Class 8 contains 19375 members 
Mstep: Class 9 contains 6701 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 14467 members 
Mstep: Class 12 contains 12658 members 
Mstep: Class 13 contains 26252 members 
Mstep: Class 14 contains 15243 members 
Mstep: Class 15 contains 21950 members 
Mstep: Class 16 contains 24104 members 
Mstep: Class 17 contains 16471 members 
Mstep: Class 18 contains 17262 members 
Mstep: Class 19 contains 13772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38928912.000000 Penalty: 39515.093750
Iteration 1F: 20 clusters Score -3.892891e+07 nChanged 165957
Entering Unmasked Mstep 
Mstep: Class 0 contains 516 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 17911 members 
Mstep: Class 3 contains 16918 members 
Mstep: Class 4 contains 18870 members 
Mstep: Class 5 contains 67479 members 
Mstep: Class 6 contains 11671 members 
Mstep: Class 7 contains 23630 members 
Mstep: Class 8 contains 18739 members 
Mstep: Class 9 contains 9669 members 
Mstep: Class 10 contains 16560 members 
Mstep: Class 11 contains 12415 members 
Mstep: Class 12 contains 7308 members 
Mstep: Class 13 contains 47129 members 
Mstep: Class 14 contains 17053 members 
Mstep: Class 15 contains 17200 members 
Mstep: Class 16 contains 15874 members 
Mstep: Class 17 contains 8364 members 
Mstep: Class 18 contains 14445 members 
Mstep: Class 19 contains 13645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39415956.000000 Penalty: 39515.093750
Iteration 2F: 20 clusters Score -3.941596e+07 nChanged 112356
Entering Unmasked Mstep 
Mstep: Class 0 contains 347 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 30555 members 
Mstep: Class 3 contains 18245 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 79883 members 
Mstep: Class 6 contains 9362 members 
Mstep: Class 7 contains 26599 members 
Mstep: Class 8 contains 14310 members 
Mstep: Class 9 contains 9675 members 
Mstep: Class 10 contains 14266 members 
Mstep: Class 11 contains 11896 members 
Mstep: Class 12 contains 3879 members 
Mstep: Class 13 contains 50746 members 
Mstep: Class 14 contains 16622 members 
Mstep: Class 15 contains 14273 members 
Mstep: Class 16 contains 13286 members 
Mstep: Class 17 contains 3467 members 
Mstep: Class 18 contains 12278 members 
Mstep: Class 19 contains 14160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39644168.000000 Penalty: 39515.093750
Iteration 3F: 20 clusters Score -3.964417e+07 nChanged 77425
Entering Unmasked Mstep 
Mstep: Class 0 contains 290 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 43364 members 
Mstep: Class 3 contains 19853 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 85329 members 
Mstep: Class 6 contains 7580 members 
Mstep: Class 7 contains 30593 members 
Mstep: Class 8 contains 10476 members 
Mstep: Class 9 contains 8633 members 
Mstep: Class 10 contains 12006 members 
Mstep: Class 11 contains 11406 members 
Mstep: Class 12 contains 1976 members 
Mstep: Class 13 contains 45929 members 
Mstep: Class 14 contains 13812 members 
Mstep: Class 15 contains 14058 members 
Mstep: Class 16 contains 13411 members 
Mstep: Class 17 contains 2000 members 
Mstep: Class 18 contains 10979 members 
Mstep: Class 19 contains 15594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39752720.000000 Penalty: 39515.093750
Iteration 4F: 20 clusters Score -3.975272e+07 nChanged 51891
Entering Unmasked Mstep 
Mstep: Class 0 contains 244 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 53264 members 
Mstep: Class 3 contains 20318 members 
Mstep: Class 4 contains 10794 members 
Mstep: Class 5 contains 86582 members 
Mstep: Class 6 contains 6176 members 
Mstep: Class 7 contains 33450 members 
Mstep: Class 8 contains 8053 members 
Mstep: Class 9 contains 7834 members 
Mstep: Class 10 contains 9464 members 
Mstep: Class 11 contains 10521 members 
Mstep: Class 12 contains 1539 members 
Mstep: Class 13 contains 41421 members 
Mstep: Class 14 contains 12172 members 
Mstep: Class 15 contains 14912 members 
Mstep: Class 16 contains 14058 members 
Mstep: Class 17 contains 1878 members 
Mstep: Class 18 contains 10563 members 
Mstep: Class 19 contains 15909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39814116.000000 Penalty: 39515.093750
Iteration 5F: 20 clusters Score -3.981412e+07 nChanged 36459
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 61120 members 
Mstep: Class 3 contains 20009 members 
Mstep: Class 4 contains 10811 members 
Mstep: Class 5 contains 85613 members 
Mstep: Class 6 contains 5224 members 
Mstep: Class 7 contains 34465 members 
Mstep: Class 8 contains 6738 members 
Mstep: Class 9 contains 7137 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 11 contains 9526 members 
Mstep: Class 12 contains 1589 members 
Mstep: Class 13 contains 38349 members 
Mstep: Class 14 contains 11712 members 
Mstep: Class 15 contains 15493 members 
Mstep: Class 16 contains 14539 members 
Mstep: Class 17 contains 2039 members 
Mstep: Class 18 contains 10259 members 
Mstep: Class 19 contains 16815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39852376.000000 Penalty: 39515.093750
Iteration 6F: 20 clusters Score -3.985238e+07 nChanged 28034
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 67689 members 
Mstep: Class 3 contains 19190 members 
Mstep: Class 4 contains 10785 members 
Mstep: Class 5 contains 83505 members 
Mstep: Class 6 contains 4654 members 
Mstep: Class 7 contains 34642 members 
Mstep: Class 8 contains 6313 members 
Mstep: Class 9 contains 6479 members 
Mstep: Class 10 contains 6532 members 
Mstep: Class 11 contains 8374 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 35805 members 
Mstep: Class 14 contains 12091 members 
Mstep: Class 15 contains 15919 members 
Mstep: Class 16 contains 14835 members 
Mstep: Class 17 contains 2203 members 
Mstep: Class 18 contains 10056 members 
Mstep: Class 19 contains 17991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39880820.000000 Penalty: 39515.093750
Iteration 7F: 20 clusters Score -3.988082e+07 nChanged 23777
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 73365 members 
Mstep: Class 3 contains 17896 members 
Mstep: Class 4 contains 10623 members 
Mstep: Class 5 contains 80754 members 
Mstep: Class 6 contains 4419 members 
Mstep: Class 7 contains 34637 members 
Mstep: Class 8 contains 6283 members 
Mstep: Class 9 contains 5718 members 
Mstep: Class 10 contains 5800 members 
Mstep: Class 11 contains 7212 members 
Mstep: Class 12 contains 2324 members 
Mstep: Class 13 contains 33490 members 
Mstep: Class 14 contains 13151 members 
Mstep: Class 15 contains 16288 members 
Mstep: Class 16 contains 15007 members 
Mstep: Class 17 contains 2290 members 
Mstep: Class 18 contains 9997 members 
Mstep: Class 19 contains 19133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39912296.000000 Penalty: 39515.093750
Iteration 8F: 20 clusters Score -3.99123e+07 nChanged 21804
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 78366 members 
Mstep: Class 3 contains 16334 members 
Mstep: Class 4 contains 10369 members 
Mstep: Class 5 contains 77562 members 
Mstep: Class 6 contains 4242 members 
Mstep: Class 7 contains 34626 members 
Mstep: Class 8 contains 6266 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 5469 members 
Mstep: Class 11 contains 6318 members 
Mstep: Class 12 contains 3045 members 
Mstep: Class 13 contains 31566 members 
Mstep: Class 14 contains 14583 members 
Mstep: Class 15 contains 16673 members 
Mstep: Class 16 contains 15013 members 
Mstep: Class 17 contains 2328 members 
Mstep: Class 18 contains 10074 members 
Mstep: Class 19 contains 20109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39941952.000000 Penalty: 39515.093750
Iteration 9F: 20 clusters Score -3.994195e+07 nChanged 19574
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 82991 members 
Mstep: Class 3 contains 15129 members 
Mstep: Class 4 contains 10132 members 
Mstep: Class 5 contains 74112 members 
Mstep: Class 6 contains 4171 members 
Mstep: Class 7 contains 34640 members 
Mstep: Class 8 contains 6205 members 
Mstep: Class 9 contains 4043 members 
Mstep: Class 10 contains 5224 members 
Mstep: Class 11 contains 5631 members 
Mstep: Class 12 contains 3821 members 
Mstep: Class 13 contains 30036 members 
Mstep: Class 14 contains 15679 members 
Mstep: Class 15 contains 17093 members 
Mstep: Class 16 contains 14948 members 
Mstep: Class 17 contains 2350 members 
Mstep: Class 18 contains 10169 members 
Mstep: Class 19 contains 20879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39966712.000000 Penalty: 39515.093750
Iteration 10F: 20 clusters Score -3.996671e+07 nChanged 16664
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 86824 members 
Mstep: Class 3 contains 14495 members 
Mstep: Class 4 contains 9985 members 
Mstep: Class 5 contains 70730 members 
Mstep: Class 6 contains 4154 members 
Mstep: Class 7 contains 34668 members 
Mstep: Class 8 contains 6163 members 
Mstep: Class 9 contains 3422 members 
Mstep: Class 10 contains 4834 members 
Mstep: Class 11 contains 5317 members 
Mstep: Class 12 contains 4677 members 
Mstep: Class 13 contains 29082 members 
Mstep: Class 14 contains 16009 members 
Mstep: Class 15 contains 17504 members 
Mstep: Class 16 contains 14746 members 
Mstep: Class 17 contains 2373 members 
Mstep: Class 18 contains 10265 members 
Mstep: Class 19 contains 21382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39988488.000000 Penalty: 39515.093750
Iteration 11Q: 20 clusters Score -3.998849e+07 nChanged 14344
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 89530 members 
Mstep: Class 3 contains 14148 members 
Mstep: Class 4 contains 9830 members 
Mstep: Class 5 contains 67456 members 
Mstep: Class 6 contains 4155 members 
Mstep: Class 7 contains 34740 members 
Mstep: Class 8 contains 6076 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 4568 members 
Mstep: Class 11 contains 5210 members 
Mstep: Class 12 contains 5503 members 
Mstep: Class 13 contains 29481 members 
Mstep: Class 14 contains 15786 members 
Mstep: Class 15 contains 17943 members 
Mstep: Class 16 contains 14447 members 
Mstep: Class 17 contains 2391 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 21511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40006260.000000 Penalty: 39515.093750
Iteration 12Q: 20 clusters Score -4.000626e+07 nChanged 11994
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 91112 members 
Mstep: Class 3 contains 13972 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 64103 members 
Mstep: Class 6 contains 4159 members 
Mstep: Class 7 contains 34797 members 
Mstep: Class 8 contains 6006 members 
Mstep: Class 9 contains 2348 members 
Mstep: Class 10 contains 4200 members 
Mstep: Class 11 contains 5181 members 
Mstep: Class 12 contains 6243 members 
Mstep: Class 13 contains 31357 members 
Mstep: Class 14 contains 15234 members 
Mstep: Class 15 contains 18388 members 
Mstep: Class 16 contains 14189 members 
Mstep: Class 17 contains 2394 members 
Mstep: Class 18 contains 10529 members 
Mstep: Class 19 contains 21356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40016268.000000 Penalty: 39515.093750
Iteration 13Q: 20 clusters Score -4.001627e+07 nChanged 9718
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 91834 members 
Mstep: Class 3 contains 13812 members 
Mstep: Class 4 contains 9587 members 
Mstep: Class 5 contains 61099 members 
Mstep: Class 6 contains 4107 members 
Mstep: Class 7 contains 34847 members 
Mstep: Class 8 contains 5945 members 
Mstep: Class 9 contains 2160 members 
Mstep: Class 10 contains 3935 members 
Mstep: Class 11 contains 5166 members 
Mstep: Class 12 contains 6905 members 
Mstep: Class 13 contains 33609 members 
Mstep: Class 14 contains 14716 members 
Mstep: Class 15 contains 18801 members 
Mstep: Class 16 contains 14027 members 
Mstep: Class 17 contains 2372 members 
Mstep: Class 18 contains 10701 members 
Mstep: Class 19 contains 21127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40022912.000000 Penalty: 39515.093750
Iteration 14Q: 20 clusters Score -4.002291e+07 nChanged 7516
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 91944 members 
Mstep: Class 3 contains 13699 members 
Mstep: Class 4 contains 9516 members 
Mstep: Class 5 contains 58657 members 
Mstep: Class 6 contains 4049 members 
Mstep: Class 7 contains 34902 members 
Mstep: Class 8 contains 5896 members 
Mstep: Class 9 contains 2065 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 11 contains 5172 members 
Mstep: Class 12 contains 7444 members 
Mstep: Class 13 contains 35775 members 
Mstep: Class 14 contains 14332 members 
Mstep: Class 15 contains 19237 members 
Mstep: Class 16 contains 13935 members 
Mstep: Class 17 contains 2362 members 
Mstep: Class 18 contains 10858 members 
Mstep: Class 19 contains 20798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40027044.000000 Penalty: 39515.093750
Iteration 15Q: 20 clusters Score -4.002704e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 91726 members 
Mstep: Class 3 contains 13631 members 
Mstep: Class 4 contains 9427 members 
Mstep: Class 5 contains 56717 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 34919 members 
Mstep: Class 8 contains 5870 members 
Mstep: Class 9 contains 2037 members 
Mstep: Class 10 contains 3637 members 
Mstep: Class 11 contains 5193 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 37706 members 
Mstep: Class 14 contains 14016 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 13931 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 11009 members 
Mstep: Class 19 contains 20389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40030336.000000 Penalty: 39515.093750
Iteration 16Q: 20 clusters Score -4.003034e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 91402 members 
Mstep: Class 3 contains 13545 members 
Mstep: Class 4 contains 9347 members 
Mstep: Class 5 contains 55204 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 34941 members 
Mstep: Class 8 contains 5847 members 
Mstep: Class 9 contains 2025 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 5208 members 
Mstep: Class 12 contains 8304 members 
Mstep: Class 13 contains 39279 members 
Mstep: Class 14 contains 13759 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 13947 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 11147 members 
Mstep: Class 19 contains 19959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40032252.000000 Penalty: 39515.093750
Iteration 17Q: 20 clusters Score -4.003225e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 90957 members 
Mstep: Class 3 contains 13450 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 54068 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 34939 members 
Mstep: Class 8 contains 5831 members 
Mstep: Class 9 contains 2027 members 
Mstep: Class 10 contains 3546 members 
Mstep: Class 11 contains 5219 members 
Mstep: Class 12 contains 8640 members 
Mstep: Class 13 contains 40620 members 
Mstep: Class 14 contains 13541 members 
Mstep: Class 15 contains 20624 members 
Mstep: Class 16 contains 13984 members 
Mstep: Class 17 contains 2364 members 
Mstep: Class 18 contains 11275 members 
Mstep: Class 19 contains 19547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40033360.000000 Penalty: 39515.093750
Iteration 18Q: 20 clusters Score -4.003336e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 90505 members 
Mstep: Class 3 contains 13362 members 
Mstep: Class 4 contains 9208 members 
Mstep: Class 5 contains 53271 members 
Mstep: Class 6 contains 3807 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 8 contains 5833 members 
Mstep: Class 9 contains 2023 members 
Mstep: Class 10 contains 3521 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 8918 members 
Mstep: Class 13 contains 41665 members 
Mstep: Class 14 contains 13323 members 
Mstep: Class 15 contains 21060 members 
Mstep: Class 16 contains 14058 members 
Mstep: Class 17 contains 2376 members 
Mstep: Class 18 contains 11365 members 
Mstep: Class 19 contains 19171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40034324.000000 Penalty: 39515.093750
Iteration 19Q: 20 clusters Score -4.003432e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 90101 members 
Mstep: Class 3 contains 13278 members 
Mstep: Class 4 contains 9117 members 
Mstep: Class 5 contains 52711 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 34906 members 
Mstep: Class 8 contains 5834 members 
Mstep: Class 9 contains 2024 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 11 contains 5221 members 
Mstep: Class 12 contains 9161 members 
Mstep: Class 13 contains 42493 members 
Mstep: Class 14 contains 13132 members 
Mstep: Class 15 contains 21411 members 
Mstep: Class 16 contains 14141 members 
Mstep: Class 17 contains 2390 members 
Mstep: Class 18 contains 11435 members 
Mstep: Class 19 contains 18838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40038068.000000 Penalty: 39515.093750
Iteration 20F: 20 clusters Score -4.003807e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 89782 members 
Mstep: Class 3 contains 13192 members 
Mstep: Class 4 contains 9045 members 
Mstep: Class 5 contains 52329 members 
Mstep: Class 6 contains 3714 members 
Mstep: Class 7 contains 34911 members 
Mstep: Class 8 contains 5828 members 
Mstep: Class 9 contains 1740 members 
Mstep: Class 10 contains 3595 members 
Mstep: Class 11 contains 5172 members 
Mstep: Class 12 contains 9344 members 
Mstep: Class 13 contains 43144 members 
Mstep: Class 14 contains 12956 members 
Mstep: Class 15 contains 21716 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 2437 members 
Mstep: Class 18 contains 11495 members 
Mstep: Class 19 contains 18507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40040720.000000 Penalty: 39515.093750
Iteration 21Q: 20 clusters Score -4.004072e+07 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 89524 members 
Mstep: Class 3 contains 13127 members 
Mstep: Class 4 contains 9003 members 
Mstep: Class 5 contains 52077 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 34914 members 
Mstep: Class 8 contains 5823 members 
Mstep: Class 9 contains 1555 members 
Mstep: Class 10 contains 3584 members 
Mstep: Class 11 contains 5065 members 
Mstep: Class 12 contains 9481 members 
Mstep: Class 13 contains 43642 members 
Mstep: Class 14 contains 12814 members 
Mstep: Class 15 contains 21981 members 
Mstep: Class 16 contains 14056 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 11584 members 
Mstep: Class 19 contains 18210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40041996.000000 Penalty: 39515.093750
Iteration 22Q: 20 clusters Score -4.0042e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 89330 members 
Mstep: Class 3 contains 13068 members 
Mstep: Class 4 contains 8952 members 
Mstep: Class 5 contains 51906 members 
Mstep: Class 6 contains 3702 members 
Mstep: Class 7 contains 34917 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 1487 members 
Mstep: Class 10 contains 3581 members 
Mstep: Class 11 contains 4926 members 
Mstep: Class 12 contains 9562 members 
Mstep: Class 13 contains 44085 members 
Mstep: Class 14 contains 12676 members 
Mstep: Class 15 contains 22230 members 
Mstep: Class 16 contains 14020 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 11657 members 
Mstep: Class 19 contains 17942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40044496.000000 Penalty: 39515.093750
Iteration 23Q: 20 clusters Score -4.00445e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 89157 members 
Mstep: Class 3 contains 13009 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 51779 members 
Mstep: Class 6 contains 3706 members 
Mstep: Class 7 contains 34916 members 
Mstep: Class 8 contains 5789 members 
Mstep: Class 9 contains 1447 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 9606 members 
Mstep: Class 13 contains 44451 members 
Mstep: Class 14 contains 12540 members 
Mstep: Class 15 contains 22467 members 
Mstep: Class 16 contains 13969 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 11718 members 
Mstep: Class 19 contains 17741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046076.000000 Penalty: 39515.093750
Iteration 24Q: 20 clusters Score -4.004608e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 89008 members 
Mstep: Class 3 contains 12958 members 
Mstep: Class 4 contains 8841 members 
Mstep: Class 5 contains 51653 members 
Mstep: Class 6 contains 3708 members 
Mstep: Class 7 contains 34901 members 
Mstep: Class 8 contains 5777 members 
Mstep: Class 9 contains 1425 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 11 contains 5039 members 
Mstep: Class 12 contains 9635 members 
Mstep: Class 13 contains 44767 members 
Mstep: Class 14 contains 12420 members 
Mstep: Class 15 contains 22680 members 
Mstep: Class 16 contains 13973 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 11780 members 
Mstep: Class 19 contains 17559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046284.000000 Penalty: 39515.093750
Iteration 25Q: 20 clusters Score -4.004628e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 88885 members 
Mstep: Class 3 contains 12906 members 
Mstep: Class 4 contains 8788 members 
Mstep: Class 5 contains 51569 members 
Mstep: Class 6 contains 3714 members 
Mstep: Class 7 contains 34862 members 
Mstep: Class 8 contains 5767 members 
Mstep: Class 9 contains 1413 members 
Mstep: Class 10 contains 3570 members 
Mstep: Class 11 contains 5072 members 
Mstep: Class 12 contains 9657 members 
Mstep: Class 13 contains 45063 members 
Mstep: Class 14 contains 12302 members 
Mstep: Class 15 contains 22860 members 
Mstep: Class 16 contains 13994 members 
Mstep: Class 17 contains 2722 members 
Mstep: Class 18 contains 11834 members 
Mstep: Class 19 contains 17416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046320.000000 Penalty: 39515.093750
Iteration 26Q: 20 clusters Score -4.004632e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 88801 members 
Mstep: Class 3 contains 12860 members 
Mstep: Class 4 contains 8731 members 
Mstep: Class 5 contains 51501 members 
Mstep: Class 6 contains 3728 members 
Mstep: Class 7 contains 34848 members 
Mstep: Class 8 contains 5757 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 3568 members 
Mstep: Class 11 contains 5092 members 
Mstep: Class 12 contains 9665 members 
Mstep: Class 13 contains 45298 members 
Mstep: Class 14 contains 12181 members 
Mstep: Class 15 contains 23023 members 
Mstep: Class 16 contains 14024 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 11890 members 
Mstep: Class 19 contains 17293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046336.000000 Penalty: 39515.093750
Iteration 27Q: 20 clusters Score -4.004634e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 88713 members 
Mstep: Class 3 contains 12830 members 
Mstep: Class 4 contains 8685 members 
Mstep: Class 5 contains 51444 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 34843 members 
Mstep: Class 8 contains 5745 members 
Mstep: Class 9 contains 1410 members 
Mstep: Class 10 contains 3566 members 
Mstep: Class 11 contains 5109 members 
Mstep: Class 12 contains 9676 members 
Mstep: Class 13 contains 45542 members 
Mstep: Class 14 contains 12036 members 
Mstep: Class 15 contains 23168 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 2684 members 
Mstep: Class 18 contains 11934 members 
Mstep: Class 19 contains 17178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046448.000000 Penalty: 39515.093750
Iteration 28Q: 20 clusters Score -4.004645e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 88646 members 
Mstep: Class 3 contains 12806 members 
Mstep: Class 4 contains 8635 members 
Mstep: Class 5 contains 51388 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 34850 members 
Mstep: Class 8 contains 5743 members 
Mstep: Class 9 contains 1407 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 9682 members 
Mstep: Class 13 contains 45753 members 
Mstep: Class 14 contains 11882 members 
Mstep: Class 15 contains 23283 members 
Mstep: Class 16 contains 14069 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 11980 members 
Mstep: Class 19 contains 17088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046584.000000 Penalty: 39515.093750
Iteration 29Q: 20 clusters Score -4.004658e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 88612 members 
Mstep: Class 3 contains 12778 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 51345 members 
Mstep: Class 6 contains 3779 members 
Mstep: Class 7 contains 34848 members 
Mstep: Class 8 contains 5744 members 
Mstep: Class 9 contains 1402 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 9684 members 
Mstep: Class 13 contains 45945 members 
Mstep: Class 14 contains 11726 members 
Mstep: Class 15 contains 23387 members 
Mstep: Class 16 contains 14085 members 
Mstep: Class 17 contains 2663 members 
Mstep: Class 18 contains 12022 members 
Mstep: Class 19 contains 17025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046464.000000 Penalty: 39515.093750
Iteration 30Q: 20 clusters Score -4.004646e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 88600 members 
Mstep: Class 3 contains 12757 members 
Mstep: Class 4 contains 8530 members 
Mstep: Class 5 contains 51309 members 
Mstep: Class 6 contains 3804 members 
Mstep: Class 7 contains 34847 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 1400 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 9688 members 
Mstep: Class 13 contains 46137 members 
Mstep: Class 14 contains 11554 members 
Mstep: Class 15 contains 23480 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 12057 members 
Mstep: Class 19 contains 16982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046708.000000 Penalty: 39515.093750
Iteration 31Q: 20 clusters Score -4.004671e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 88602 members 
Mstep: Class 3 contains 12737 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 51277 members 
Mstep: Class 6 contains 3826 members 
Mstep: Class 7 contains 34838 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1397 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 9689 members 
Mstep: Class 13 contains 46315 members 
Mstep: Class 14 contains 11397 members 
Mstep: Class 15 contains 23527 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 12083 members 
Mstep: Class 19 contains 16950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046808.000000 Penalty: 39515.093750
Iteration 32Q: 20 clusters Score -4.004681e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 88601 members 
Mstep: Class 3 contains 12725 members 
Mstep: Class 4 contains 8459 members 
Mstep: Class 5 contains 51253 members 
Mstep: Class 6 contains 3857 members 
Mstep: Class 7 contains 34838 members 
Mstep: Class 8 contains 5751 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 3564 members 
Mstep: Class 11 contains 5135 members 
Mstep: Class 12 contains 9690 members 
Mstep: Class 13 contains 46478 members 
Mstep: Class 14 contains 11245 members 
Mstep: Class 15 contains 23546 members 
Mstep: Class 16 contains 14111 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 12108 members 
Mstep: Class 19 contains 16917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046892.000000 Penalty: 39515.093750
Iteration 33Q: 20 clusters Score -4.004689e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 88591 members 
Mstep: Class 3 contains 12720 members 
Mstep: Class 4 contains 8432 members 
Mstep: Class 5 contains 51239 members 
Mstep: Class 6 contains 3897 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 5754 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 3559 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 9691 members 
Mstep: Class 13 contains 46620 members 
Mstep: Class 14 contains 11099 members 
Mstep: Class 15 contains 23570 members 
Mstep: Class 16 contains 14125 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 12129 members 
Mstep: Class 19 contains 16899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40047008.000000 Penalty: 39515.093750
Iteration 34Q: 20 clusters Score -4.004701e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 88581 members 
Mstep: Class 3 contains 12710 members 
Mstep: Class 4 contains 8403 members 
Mstep: Class 5 contains 51232 members 
Mstep: Class 6 contains 3926 members 
Mstep: Class 7 contains 34826 members 
Mstep: Class 8 contains 5752 members 
Mstep: Class 9 contains 1396 members 
Mstep: Class 10 contains 3558 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46734 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 23595 members 
Mstep: Class 16 contains 14141 members 
Mstep: Class 17 contains 2626 members 
Mstep: Class 18 contains 12142 members 
Mstep: Class 19 contains 16883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40047004.000000 Penalty: 39515.093750
Iteration 35Q: 20 clusters Score -4.0047e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 88565 members 
Mstep: Class 3 contains 12705 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 51229 members 
Mstep: Class 6 contains 3957 members 
Mstep: Class 7 contains 34826 members 
Mstep: Class 8 contains 5753 members 
Mstep: Class 9 contains 1395 members 
Mstep: Class 10 contains 3556 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46824 members 
Mstep: Class 14 contains 10884 members 
Mstep: Class 15 contains 23626 members 
Mstep: Class 16 contains 14142 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 12156 members 
Mstep: Class 19 contains 16873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40047064.000000 Penalty: 39515.093750
Iteration 36Q: 20 clusters Score -4.004706e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 8338 members 
Mstep: Class 5 contains 51218 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 34830 members 
Mstep: Class 8 contains 5748 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 11 contains 5137 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46883 members 
Mstep: Class 14 contains 10818 members 
Mstep: Class 15 contains 23639 members 
Mstep: Class 16 contains 14149 members 
Mstep: Class 17 contains 2618 members 
Mstep: Class 18 contains 12178 members 
Mstep: Class 19 contains 16861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40047044.000000 Penalty: 39515.093750
Iteration 37Q: 20 clusters Score -4.004704e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 88554 members 
Mstep: Class 3 contains 12693 members 
Mstep: Class 4 contains 8305 members 
Mstep: Class 5 contains 51208 members 
Mstep: Class 6 contains 4028 members 
Mstep: Class 7 contains 34828 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3551 members 
Mstep: Class 11 contains 5135 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46923 members 
Mstep: Class 14 contains 10776 members 
Mstep: Class 15 contains 23655 members 
Mstep: Class 16 contains 14154 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 12198 members 
Mstep: Class 19 contains 16850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40047056.000000 Penalty: 39515.093750
Iteration 38Q: 20 clusters Score -4.004706e+07 nChanged 221
Entering ConstructFrom: 
Score: -40047056.000000 Penalty: 39515.093750
Entering ConstructFrom: 
Trying to split cluster 1 (9276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Entering Unmasked Estep 
Score: -915122.250000 Penalty: 1484.467651
	Iteration 0F: 2 clusters Score -915122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -908575.000000 Penalty: 2968.935303
	Iteration 0F: 3 clusters Score -908575 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -912280.375000 Penalty: 2968.935303
	Iteration 1F: 3 clusters Score -912280.4 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -913349.187500 Penalty: 2968.935303
	Iteration 2F: 3 clusters Score -913349.2 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -914096.250000 Penalty: 2968.935303
	Iteration 3F: 3 clusters Score -914096.2 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -914631.625000 Penalty: 2968.935303
	Iteration 4F: 3 clusters Score -914631.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -915042.187500 Penalty: 2968.935303
	Iteration 5F: 3 clusters Score -915042.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -915351.875000 Penalty: 2968.935303
	Iteration 6Q: 3 clusters Score -915351.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -915584.937500 Penalty: 2968.935303
	Iteration 7Q: 3 clusters Score -915584.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -915850.500000 Penalty: 2968.935303
	Iteration 8Q: 3 clusters Score -915850.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -916295.625000 Penalty: 2968.935303
	Iteration 9Q: 3 clusters Score -916295.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -916562.812500 Penalty: 2968.935303
	Iteration 10Q: 3 clusters Score -916562.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -916723.937500 Penalty: 2968.935303
	Iteration 11Q: 3 clusters Score -916723.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -916847.875000 Penalty: 2968.935303
	Iteration 12Q: 3 clusters Score -916847.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -916937.062500 Penalty: 2968.935303
	Iteration 13Q: 3 clusters Score -916937.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -917008.812500 Penalty: 2968.935303
	Iteration 14Q: 3 clusters Score -917008.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -917055.187500 Penalty: 2968.935303
	Iteration 15Q: 3 clusters Score -917055.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -917091.000000 Penalty: 2968.935303
	Iteration 16Q: 3 clusters Score -917091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -917121.812500 Penalty: 2968.935303
	Iteration 17Q: 3 clusters Score -917121.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -917145.562500 Penalty: 2968.935303
	Iteration 18Q: 3 clusters Score -917145.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -917163.312500 Penalty: 2968.935303
	Iteration 19Q: 3 clusters Score -917163.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -917181.625000 Penalty: 2968.935303
	Iteration 20F: 3 clusters Score -917181.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -917198.562500 Penalty: 2968.935303
	Iteration 21Q: 3 clusters Score -917198.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -917215.125000 Penalty: 2968.935303
	Iteration 22Q: 3 clusters Score -917215.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -917226.375000 Penalty: 2968.935303
	Iteration 23Q: 3 clusters Score -917226.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -917239.625000 Penalty: 2968.935303
	Iteration 24Q: 3 clusters Score -917239.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -917255.312500 Penalty: 2968.935303
	Iteration 25Q: 3 clusters Score -917255.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -917266.375000 Penalty: 2968.935303
	Iteration 26Q: 3 clusters Score -917266.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -917279.812500 Penalty: 2968.935303
	Iteration 27Q: 3 clusters Score -917279.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -917292.000000 Penalty: 2968.935303
	Iteration 28Q: 3 clusters Score -917292 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -917301.375000 Penalty: 2968.935303
	Iteration 29Q: 3 clusters Score -917301.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -917313.125000 Penalty: 2968.935303
	Iteration 30Q: 3 clusters Score -917313.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -917321.312500 Penalty: 2968.935303
	Iteration 31Q: 3 clusters Score -917321.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -917326.562500 Penalty: 2968.935303
	Iteration 32Q: 3 clusters Score -917326.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -917337.750000 Penalty: 2968.935303
	Iteration 33Q: 3 clusters Score -917337.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -917347.750000 Penalty: 2968.935303
	Iteration 34Q: 3 clusters Score -917347.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -917354.125000 Penalty: 2968.935303
	Iteration 35Q: 3 clusters Score -917354.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -917366.750000 Penalty: 2968.935303
	Iteration 36Q: 3 clusters Score -917366.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -917375.625000 Penalty: 2968.935303
	Iteration 37Q: 3 clusters Score -917375.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -917386.375000 Penalty: 2968.935303
	Iteration 38Q: 3 clusters Score -917386.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -917393.875000 Penalty: 2968.935303
	Iteration 39Q: 3 clusters Score -917393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -917404.312500 Penalty: 2968.935303
	Iteration 40F: 3 clusters Score -917404.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -917411.937500 Penalty: 2968.935303
	Iteration 41Q: 3 clusters Score -917411.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -917425.750000 Penalty: 2968.935303
	Iteration 42Q: 3 clusters Score -917425.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -917431.000000 Penalty: 2968.935303
	Iteration 43Q: 3 clusters Score -917431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -917439.812500 Penalty: 2968.935303
	Iteration 44Q: 3 clusters Score -917439.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -917445.062500 Penalty: 2968.935303
	Iteration 45Q: 3 clusters Score -917445.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -917454.750000 Penalty: 2968.935303
	Iteration 46Q: 3 clusters Score -917454.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -917462.125000 Penalty: 2968.935303
	Iteration 47Q: 3 clusters Score -917462.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -917468.750000 Penalty: 2968.935303
	Iteration 48Q: 3 clusters Score -917468.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -917480.250000 Penalty: 2968.935303
	Iteration 49Q: 3 clusters Score -917480.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -917485.250000 Penalty: 2968.935303
	Iteration 50Q: 3 clusters Score -917485.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -917493.062500 Penalty: 2968.935303
	Iteration 51Q: 3 clusters Score -917493.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -917502.625000 Penalty: 2968.935303
	Iteration 52Q: 3 clusters Score -917502.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -917508.125000 Penalty: 2968.935303
	Iteration 53Q: 3 clusters Score -917508.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -917512.125000 Penalty: 2968.935303
	Iteration 54Q: 3 clusters Score -917512.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -917521.437500 Penalty: 2968.935303
	Iteration 55Q: 3 clusters Score -917521.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -917530.437500 Penalty: 2968.935303
	Iteration 56Q: 3 clusters Score -917530.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -917543.375000 Penalty: 2968.935303
	Iteration 57Q: 3 clusters Score -917543.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -917562.000000 Penalty: 2968.935303
	Iteration 58Q: 3 clusters Score -917562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -917583.437500 Penalty: 2968.935303
	Iteration 59Q: 3 clusters Score -917583.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -917618.500000 Penalty: 2968.935303
	Iteration 60F: 3 clusters Score -917618.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -917648.937500 Penalty: 2968.935303
	Iteration 61Q: 3 clusters Score -917648.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -917675.937500 Penalty: 2968.935303
	Iteration 62Q: 3 clusters Score -917675.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -917701.875000 Penalty: 2968.935303
	Iteration 63Q: 3 clusters Score -917701.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -917726.812500 Penalty: 2968.935303
	Iteration 64Q: 3 clusters Score -917726.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -917755.375000 Penalty: 2968.935303
	Iteration 65Q: 3 clusters Score -917755.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -917789.625000 Penalty: 2968.935303
	Iteration 66Q: 3 clusters Score -917789.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -917832.562500 Penalty: 2968.935303
	Iteration 67Q: 3 clusters Score -917832.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -917886.687500 Penalty: 2968.935303
	Iteration 68Q: 3 clusters Score -917886.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -917956.187500 Penalty: 2968.935303
	Iteration 69Q: 3 clusters Score -917956.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -918056.812500 Penalty: 2968.935303
	Iteration 70Q: 3 clusters Score -918056.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -918206.375000 Penalty: 2968.935303
	Iteration 71Q: 3 clusters Score -918206.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -918346.250000 Penalty: 2968.935303
	Iteration 72Q: 3 clusters Score -918346.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -918500.000000 Penalty: 2968.935303
	Iteration 73Q: 3 clusters Score -918500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -918650.625000 Penalty: 2968.935303
	Iteration 74Q: 3 clusters Score -918650.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -918706.125000 Penalty: 2968.935303
	Iteration 75Q: 3 clusters Score -918706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -918748.875000 Penalty: 2968.935303
	Iteration 76Q: 3 clusters Score -918748.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -918778.937500 Penalty: 2968.935303
	Iteration 77Q: 3 clusters Score -918778.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -918796.125000 Penalty: 2968.935303
	Iteration 78Q: 3 clusters Score -918796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -918802.750000 Penalty: 2968.935303
	Iteration 79Q: 3 clusters Score -918802.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -918807.437500 Penalty: 2968.935303
	Iteration 80F: 3 clusters Score -918807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -918810.437500 Penalty: 2968.935303
	Iteration 81Q: 3 clusters Score -918810.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -918812.187500 Penalty: 2968.935303
	Iteration 82Q: 3 clusters Score -918812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -918813.312500 Penalty: 2968.935303
	Iteration 83Q: 3 clusters Score -918813.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -918813.937500 Penalty: 2968.935303
	Iteration 84Q: 3 clusters Score -918813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -918813.937500 Penalty: 2968.935303
	Iteration 85F: 3 clusters Score -918813.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 12693 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 51200 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Entering Unmasked Estep 
Score: -40050216.000000 Penalty: 41594.832031
Splitting cluster 1 changes total score from -40047056.000000 to -40050216.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (88556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88556 members 
Entering Unmasked Estep 
Score: -10153532.000000 Penalty: 1851.100952
	Iteration 0F: 2 clusters Score -1.015353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -10094080.000000 Penalty: 3702.201904
	Iteration 0F: 3 clusters Score -1.009408e+07 nChanged 42422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -10119102.000000 Penalty: 3702.201904
	Iteration 1F: 3 clusters Score -1.01191e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -10120107.000000 Penalty: 3702.201904
	Iteration 2Q: 3 clusters Score -1.012011e+07 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -10121383.000000 Penalty: 3702.201904
	Iteration 3Q: 3 clusters Score -1.012138e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -10122934.000000 Penalty: 3702.201904
	Iteration 4Q: 3 clusters Score -1.012293e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -10125129.000000 Penalty: 3702.201904
	Iteration 5F: 3 clusters Score -1.012513e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -10128034.000000 Penalty: 3702.201904
	Iteration 6F: 3 clusters Score -1.012803e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61153 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -10131558.000000 Penalty: 3702.201904
	Iteration 7F: 3 clusters Score -1.013156e+07 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65963 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -10135686.000000 Penalty: 3702.201904
	Iteration 8F: 3 clusters Score -1.013569e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70444 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -10139729.000000 Penalty: 3702.201904
	Iteration 9F: 3 clusters Score -1.013973e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74331 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -10143290.000000 Penalty: 3702.201904
	Iteration 10Q: 3 clusters Score -1.014329e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77292 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -10145703.000000 Penalty: 3702.201904
	Iteration 11Q: 3 clusters Score -1.01457e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79495 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -10147392.000000 Penalty: 3702.201904
	Iteration 12Q: 3 clusters Score -1.014739e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81150 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -10148482.000000 Penalty: 3702.201904
	Iteration 13Q: 3 clusters Score -1.014848e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -10149231.000000 Penalty: 3702.201904
	Iteration 14Q: 3 clusters Score -1.014923e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83518 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -10149838.000000 Penalty: 3702.201904
	Iteration 15Q: 3 clusters Score -1.014984e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84442 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -10150412.000000 Penalty: 3702.201904
	Iteration 16Q: 3 clusters Score -1.015041e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -10150835.000000 Penalty: 3702.201904
	Iteration 17Q: 3 clusters Score -1.015084e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85872 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -10151188.000000 Penalty: 3702.201904
	Iteration 18Q: 3 clusters Score -1.015119e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86331 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -10151413.000000 Penalty: 3702.201904
	Iteration 19Q: 3 clusters Score -1.015141e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86680 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -10151626.000000 Penalty: 3702.201904
	Iteration 20F: 3 clusters Score -1.015163e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86974 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -10151790.000000 Penalty: 3702.201904
	Iteration 21Q: 3 clusters Score -1.015179e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87169 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10151901.000000 Penalty: 3702.201904
	Iteration 22Q: 3 clusters Score -1.01519e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87309 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -10151969.000000 Penalty: 3702.201904
	Iteration 23Q: 3 clusters Score -1.015197e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -10152026.000000 Penalty: 3702.201904
	Iteration 24Q: 3 clusters Score -1.015203e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10152036.000000 Penalty: 3702.201904
	Iteration 25Q: 3 clusters Score -1.015204e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87544 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -10152041.000000 Penalty: 3702.201904
	Iteration 26Q: 3 clusters Score -1.015204e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87590 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10152065.000000 Penalty: 3702.201904
	Iteration 27Q: 3 clusters Score -1.015206e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87631 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -10152067.000000 Penalty: 3702.201904
	Iteration 28Q: 3 clusters Score -1.015207e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -10152092.000000 Penalty: 3702.201904
	Iteration 29Q: 3 clusters Score -1.015209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87696 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10152094.000000 Penalty: 3702.201904
	Iteration 30Q: 3 clusters Score -1.015209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -10152095.000000 Penalty: 3702.201904
	Iteration 31Q: 3 clusters Score -1.01521e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10152120.000000 Penalty: 3702.201904
	Iteration 32Q: 3 clusters Score -1.015212e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87741 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10152116.000000 Penalty: 3702.201904
	Iteration 33Q: 3 clusters Score -1.015212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -10152139.000000 Penalty: 3702.201904
	Iteration 34Q: 3 clusters Score -1.015214e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10152151.000000 Penalty: 3702.201904
	Iteration 35Q: 3 clusters Score -1.015215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87786 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10152159.000000 Penalty: 3702.201904
	Iteration 36Q: 3 clusters Score -1.015216e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87798 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10152165.000000 Penalty: 3702.201904
	Iteration 37Q: 3 clusters Score -1.015216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87803 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -10152166.000000 Penalty: 3702.201904
	Iteration 38Q: 3 clusters Score -1.015217e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10152167.000000 Penalty: 3702.201904
	Iteration 39Q: 3 clusters Score -1.015217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10152167.000000 Penalty: 3702.201904
	Iteration 40F: 3 clusters Score -1.015217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10152166.000000 Penalty: 3702.201904
	Iteration 41Q: 3 clusters Score -1.015217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87810 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -10152159.000000 Penalty: 3702.201904
	Iteration 42Q: 3 clusters Score -1.015216e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10152163.000000 Penalty: 3702.201904
	Iteration 43Q: 3 clusters Score -1.015216e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10152169.000000 Penalty: 3702.201904
	Iteration 44Q: 3 clusters Score -1.015217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87818 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10152173.000000 Penalty: 3702.201904
	Iteration 45Q: 3 clusters Score -1.015217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87819 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10152179.000000 Penalty: 3702.201904
	Iteration 46Q: 3 clusters Score -1.015218e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87820 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -10152178.000000 Penalty: 3702.201904
	Iteration 47Q: 3 clusters Score -1.015218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87822 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10152182.000000 Penalty: 3702.201904
	Iteration 48Q: 3 clusters Score -1.015218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87825 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10152182.000000 Penalty: 3702.201904
	Iteration 49Q: 3 clusters Score -1.015218e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10152179.000000 Penalty: 3702.201904
	Iteration 50Q: 3 clusters Score -1.015218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87828 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10152179.000000 Penalty: 3702.201904
	Iteration 51F: 3 clusters Score -1.015218e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Entering Unmasked Estep 
Score: -1398179.500000 Penalty: 1535.430908
	Iteration 0F: 2 clusters Score -1398180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1389308.500000 Penalty: 3070.861816
	Iteration 0F: 3 clusters Score -1389308 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1393385.375000 Penalty: 3070.861816
	Iteration 1F: 3 clusters Score -1393385 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1396064.625000 Penalty: 3070.861816
	Iteration 2F: 3 clusters Score -1396065 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1400095.625000 Penalty: 3070.861816
	Iteration 3F: 3 clusters Score -1400096 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1403276.000000 Penalty: 3070.861816
	Iteration 4F: 3 clusters Score -1403276 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1405571.250000 Penalty: 3070.861816
	Iteration 5F: 3 clusters Score -1405571 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1407286.500000 Penalty: 3070.861816
	Iteration 6F: 3 clusters Score -1407286 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1408847.375000 Penalty: 3070.861816
	Iteration 7Q: 3 clusters Score -1408847 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1409980.375000 Penalty: 3070.861816
	Iteration 8Q: 3 clusters Score -1409980 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1410285.375000 Penalty: 3070.861816
	Iteration 9Q: 3 clusters Score -1410285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1410384.750000 Penalty: 3070.861816
	Iteration 10Q: 3 clusters Score -1410385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1410432.875000 Penalty: 3070.861816
	Iteration 11Q: 3 clusters Score -1410433 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1410459.875000 Penalty: 3070.861816
	Iteration 12Q: 3 clusters Score -1410460 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1410481.125000 Penalty: 3070.861816
	Iteration 13Q: 3 clusters Score -1410481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1410490.625000 Penalty: 3070.861816
	Iteration 14Q: 3 clusters Score -1410491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1410499.750000 Penalty: 3070.861816
	Iteration 15Q: 3 clusters Score -1410500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -1410503.500000 Penalty: 3070.861816
	Iteration 16Q: 3 clusters Score -1410504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1410508.125000 Penalty: 3070.861816
	Iteration 17Q: 3 clusters Score -1410508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1410511.750000 Penalty: 3070.861816
	Iteration 18Q: 3 clusters Score -1410512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1410512.875000 Penalty: 3070.861816
	Iteration 19Q: 3 clusters Score -1410513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1410521.875000 Penalty: 3070.861816
	Iteration 20F: 3 clusters Score -1410522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1410526.250000 Penalty: 3070.861816
	Iteration 21Q: 3 clusters Score -1410526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1410532.375000 Penalty: 3070.861816
	Iteration 22Q: 3 clusters Score -1410532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -1410533.875000 Penalty: 3070.861816
	Iteration 23Q: 3 clusters Score -1410534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1410536.375000 Penalty: 3070.861816
	Iteration 24Q: 3 clusters Score -1410536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1410542.125000 Penalty: 3070.861816
	Iteration 25Q: 3 clusters Score -1410542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1410541.000000 Penalty: 3070.861816
	Iteration 26Q: 3 clusters Score -1410541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1410540.875000 Penalty: 3070.861816
	Iteration 27Q: 3 clusters Score -1410541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1410541.375000 Penalty: 3070.861816
	Iteration 28Q: 3 clusters Score -1410541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1410539.000000 Penalty: 3070.861816
	Iteration 29Q: 3 clusters Score -1410539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1410539.750000 Penalty: 3070.861816
	Iteration 30Q: 3 clusters Score -1410540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1410539.750000 Penalty: 3070.861816
	Iteration 31F: 3 clusters Score -1410540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 8269 members 
Mstep: Class 5 contains 51200 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Entering Unmasked Estep 
Score: -40062032.000000 Penalty: 43674.574219
Splitting cluster 3 changes total score from -40047056.000000 to -40062032.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 4 (8269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Entering Unmasked Estep 
Score: -926324.750000 Penalty: 1465.793579
	Iteration 0F: 2 clusters Score -926324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -920393.625000 Penalty: 2931.587158
	Iteration 0F: 3 clusters Score -920393.6 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -923183.062500 Penalty: 2931.587158
	Iteration 1F: 3 clusters Score -923183.1 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -924918.437500 Penalty: 2931.587158
	Iteration 2F: 3 clusters Score -924918.4 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -927156.875000 Penalty: 2931.587158
	Iteration 3F: 3 clusters Score -927156.9 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -928951.312500 Penalty: 2931.587158
	Iteration 4F: 3 clusters Score -928951.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -930192.875000 Penalty: 2931.587158
	Iteration 5F: 3 clusters Score -930192.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -930574.187500 Penalty: 2931.587158
	Iteration 6Q: 3 clusters Score -930574.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -930652.062500 Penalty: 2931.587158
	Iteration 7Q: 3 clusters Score -930652.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -930691.937500 Penalty: 2931.587158
	Iteration 8Q: 3 clusters Score -930691.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -930711.937500 Penalty: 2931.587158
	Iteration 9Q: 3 clusters Score -930711.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -930714.000000 Penalty: 2931.587158
	Iteration 10Q: 3 clusters Score -930714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -930718.437500 Penalty: 2931.587158
	Iteration 11Q: 3 clusters Score -930718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -930721.062500 Penalty: 2931.587158
	Iteration 12Q: 3 clusters Score -930721.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -930721.937500 Penalty: 2931.587158
	Iteration 13Q: 3 clusters Score -930721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -930723.750000 Penalty: 2931.587158
	Iteration 14Q: 3 clusters Score -930723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -930724.250000 Penalty: 2931.587158
	Iteration 15Q: 3 clusters Score -930724.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -930723.875000 Penalty: 2931.587158
	Iteration 16Q: 3 clusters Score -930723.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -930722.625000 Penalty: 2931.587158
	Iteration 17Q: 3 clusters Score -930722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -930722.625000 Penalty: 2931.587158
	Iteration 18F: 3 clusters Score -930722.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 51200 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Entering Unmasked Estep 
Score: -40065860.000000 Penalty: 45754.316406
Splitting cluster 4 changes total score from -40047056.000000 to -40065860.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (51200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51200 members 
Entering Unmasked Estep 
Score: -5946135.500000 Penalty: 1762.067871
	Iteration 0F: 2 clusters Score -5946136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -5911928.500000 Penalty: 3524.135742
	Iteration 0F: 3 clusters Score -5911928 nChanged 24069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5925534.500000 Penalty: 3524.135742
	Iteration 1F: 3 clusters Score -5925534 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5926531.000000 Penalty: 3524.135742
	Iteration 2Q: 3 clusters Score -5926531 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -5928372.000000 Penalty: 3524.135742
	Iteration 3F: 3 clusters Score -5928372 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -5931827.000000 Penalty: 3524.135742
	Iteration 4F: 3 clusters Score -5931827 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -5937199.500000 Penalty: 3524.135742
	Iteration 5F: 3 clusters Score -5937200 nChanged 4590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -5942261.500000 Penalty: 3524.135742
	Iteration 6F: 3 clusters Score -5942262 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -5945220.000000 Penalty: 3524.135742
	Iteration 7F: 3 clusters Score -5945220 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -5946423.000000 Penalty: 3524.135742
	Iteration 8Q: 3 clusters Score -5946423 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -5946983.500000 Penalty: 3524.135742
	Iteration 9Q: 3 clusters Score -5946984 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -5947405.000000 Penalty: 3524.135742
	Iteration 10Q: 3 clusters Score -5947405 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -5947837.500000 Penalty: 3524.135742
	Iteration 11Q: 3 clusters Score -5947838 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -5948401.500000 Penalty: 3524.135742
	Iteration 12Q: 3 clusters Score -5948402 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -5949395.000000 Penalty: 3524.135742
	Iteration 13Q: 3 clusters Score -5949395 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5950376.000000 Penalty: 3524.135742
	Iteration 14Q: 3 clusters Score -5950376 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46106 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -5950627.000000 Penalty: 3524.135742
	Iteration 15Q: 3 clusters Score -5950627 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -5950684.000000 Penalty: 3524.135742
	Iteration 16Q: 3 clusters Score -5950684 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5950696.500000 Penalty: 3524.135742
	Iteration 17Q: 3 clusters Score -5950696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -5950682.000000 Penalty: 3524.135742
	Iteration 18Q: 3 clusters Score -5950682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -5950688.000000 Penalty: 3524.135742
	Iteration 19Q: 3 clusters Score -5950688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -5950687.000000 Penalty: 3524.135742
	Iteration 20F: 3 clusters Score -5950687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5950678.500000 Penalty: 3524.135742
	Iteration 21Q: 3 clusters Score -5950678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -5950683.000000 Penalty: 3524.135742
	Iteration 22Q: 3 clusters Score -5950683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5950677.500000 Penalty: 3524.135742
	Iteration 23Q: 3 clusters Score -5950678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5950677.500000 Penalty: 3524.135742
	Iteration 24F: 3 clusters Score -5950678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 4054 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Entering Unmasked Estep 
Score: -40070104.000000 Penalty: 47834.058594
Splitting cluster 5 changes total score from -40047056.000000 to -40070104.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 6 (4054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Entering Unmasked Estep 
Score: -450540.156250 Penalty: 1349.962036
	Iteration 0F: 2 clusters Score -450540.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -447174.906250 Penalty: 2699.924072
	Iteration 0F: 3 clusters Score -447174.9 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -448131.656250 Penalty: 2699.924072
	Iteration 1F: 3 clusters Score -448131.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -448550.093750 Penalty: 2699.924072
	Iteration 2F: 3 clusters Score -448550.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -449281.937500 Penalty: 2699.924072
	Iteration 3F: 3 clusters Score -449281.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -450253.500000 Penalty: 2699.924072
	Iteration 4F: 3 clusters Score -450253.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -450891.656250 Penalty: 2699.924072
	Iteration 5F: 3 clusters Score -450891.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -451150.718750 Penalty: 2699.924072
	Iteration 6F: 3 clusters Score -451150.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -451245.125000 Penalty: 2699.924072
	Iteration 7Q: 3 clusters Score -451245.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -451303.031250 Penalty: 2699.924072
	Iteration 8Q: 3 clusters Score -451303 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -451332.343750 Penalty: 2699.924072
	Iteration 9Q: 3 clusters Score -451332.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -451348.906250 Penalty: 2699.924072
	Iteration 10Q: 3 clusters Score -451348.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -451363.625000 Penalty: 2699.924072
	Iteration 11Q: 3 clusters Score -451363.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -451377.093750 Penalty: 2699.924072
	Iteration 12Q: 3 clusters Score -451377.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -451389.562500 Penalty: 2699.924072
	Iteration 13Q: 3 clusters Score -451389.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -451403.593750 Penalty: 2699.924072
	Iteration 14Q: 3 clusters Score -451403.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -451416.843750 Penalty: 2699.924072
	Iteration 15Q: 3 clusters Score -451416.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -451428.750000 Penalty: 2699.924072
	Iteration 16Q: 3 clusters Score -451428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -451441.343750 Penalty: 2699.924072
	Iteration 17Q: 3 clusters Score -451441.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -451451.718750 Penalty: 2699.924072
	Iteration 18Q: 3 clusters Score -451451.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -451465.875000 Penalty: 2699.924072
	Iteration 19Q: 3 clusters Score -451465.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -451479.031250 Penalty: 2699.924072
	Iteration 20F: 3 clusters Score -451479 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -451500.312500 Penalty: 2699.924072
	Iteration 21Q: 3 clusters Score -451500.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -451523.781250 Penalty: 2699.924072
	Iteration 22Q: 3 clusters Score -451523.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -451542.531250 Penalty: 2699.924072
	Iteration 23Q: 3 clusters Score -451542.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -451561.062500 Penalty: 2699.924072
	Iteration 24Q: 3 clusters Score -451561.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -451571.687500 Penalty: 2699.924072
	Iteration 25Q: 3 clusters Score -451571.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -451578.625000 Penalty: 2699.924072
	Iteration 26Q: 3 clusters Score -451578.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -451582.062500 Penalty: 2699.924072
	Iteration 27Q: 3 clusters Score -451582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -451585.937500 Penalty: 2699.924072
	Iteration 28Q: 3 clusters Score -451585.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -451592.687500 Penalty: 2699.924072
	Iteration 29Q: 3 clusters Score -451592.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -451601.250000 Penalty: 2699.924072
	Iteration 30Q: 3 clusters Score -451601.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -451607.468750 Penalty: 2699.924072
	Iteration 31Q: 3 clusters Score -451607.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -451613.343750 Penalty: 2699.924072
	Iteration 32Q: 3 clusters Score -451613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -451617.531250 Penalty: 2699.924072
	Iteration 33Q: 3 clusters Score -451617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -451623.843750 Penalty: 2699.924072
	Iteration 34Q: 3 clusters Score -451623.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -451627.593750 Penalty: 2699.924072
	Iteration 35Q: 3 clusters Score -451627.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -451631.062500 Penalty: 2699.924072
	Iteration 36Q: 3 clusters Score -451631.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -451637.625000 Penalty: 2699.924072
	Iteration 37Q: 3 clusters Score -451637.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -451643.187500 Penalty: 2699.924072
	Iteration 38Q: 3 clusters Score -451643.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -451646.531250 Penalty: 2699.924072
	Iteration 39Q: 3 clusters Score -451646.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -451650.687500 Penalty: 2699.924072
	Iteration 40F: 3 clusters Score -451650.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -451654.375000 Penalty: 2699.924072
	Iteration 41Q: 3 clusters Score -451654.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -451657.906250 Penalty: 2699.924072
	Iteration 42Q: 3 clusters Score -451657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -451658.906250 Penalty: 2699.924072
	Iteration 43Q: 3 clusters Score -451658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -451660.656250 Penalty: 2699.924072
	Iteration 44Q: 3 clusters Score -451660.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -451661.656250 Penalty: 2699.924072
	Iteration 45Q: 3 clusters Score -451661.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -451661.343750 Penalty: 2699.924072
	Iteration 46Q: 3 clusters Score -451661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -451661.343750 Penalty: 2699.924072
	Iteration 47F: 3 clusters Score -451661.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 34833 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Entering Unmasked Estep 
Score: -40070516.000000 Penalty: 49913.800781
Splitting cluster 6 changes total score from -40047056.000000 to -40070516.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (34833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Entering Unmasked Estep 
Score: -3972741.750000 Penalty: 1699.477051
	Iteration 0F: 2 clusters Score -3972742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -3949289.500000 Penalty: 3398.954102
	Iteration 0F: 3 clusters Score -3949290 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -3959010.500000 Penalty: 3398.954102
	Iteration 1F: 3 clusters Score -3959010 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -3960366.000000 Penalty: 3398.954102
	Iteration 2F: 3 clusters Score -3960366 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -3962437.500000 Penalty: 3398.954102
	Iteration 3F: 3 clusters Score -3962438 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3965227.250000 Penalty: 3398.954102
	Iteration 4F: 3 clusters Score -3965227 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3968446.250000 Penalty: 3398.954102
	Iteration 5F: 3 clusters Score -3968446 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -3972059.750000 Penalty: 3398.954102
	Iteration 6F: 3 clusters Score -3972060 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -3977064.500000 Penalty: 3398.954102
	Iteration 7F: 3 clusters Score -3977064 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -3980901.000000 Penalty: 3398.954102
	Iteration 8F: 3 clusters Score -3980901 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3981519.250000 Penalty: 3398.954102
	Iteration 9Q: 3 clusters Score -3981519 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3981592.250000 Penalty: 3398.954102
	Iteration 10Q: 3 clusters Score -3981592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3981608.500000 Penalty: 3398.954102
	Iteration 11Q: 3 clusters Score -3981608 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3981617.500000 Penalty: 3398.954102
	Iteration 12Q: 3 clusters Score -3981618 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -3981618.500000 Penalty: 3398.954102
	Iteration 13Q: 3 clusters Score -3981618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3981617.750000 Penalty: 3398.954102
	Iteration 14Q: 3 clusters Score -3981618 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3981624.250000 Penalty: 3398.954102
	Iteration 15Q: 3 clusters Score -3981624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3981621.000000 Penalty: 3398.954102
	Iteration 16Q: 3 clusters Score -3981621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -3981625.500000 Penalty: 3398.954102
	Iteration 17Q: 3 clusters Score -3981626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -3981626.000000 Penalty: 3398.954102
	Iteration 18Q: 3 clusters Score -3981626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -3981622.750000 Penalty: 3398.954102
	Iteration 19Q: 3 clusters Score -3981623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3981619.500000 Penalty: 3398.954102
	Iteration 20F: 3 clusters Score -3981620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -3981618.750000 Penalty: 3398.954102
	Iteration 21Q: 3 clusters Score -3981619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -3981620.250000 Penalty: 3398.954102
	Iteration 22Q: 3 clusters Score -3981620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -3981622.000000 Penalty: 3398.954102
	Iteration 23Q: 3 clusters Score -3981622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3981620.500000 Penalty: 3398.954102
	Iteration 24Q: 3 clusters Score -3981620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -3981620.500000 Penalty: 3398.954102
	Iteration 25F: 3 clusters Score -3981620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 5749 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Entering Unmasked Estep 
Score: -40079124.000000 Penalty: 51993.542969
Splitting cluster 7 changes total score from -40047056.000000 to -40079124.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (5749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Entering Unmasked Estep 
Score: -646623.562500 Penalty: 1406.726929
	Iteration 0F: 2 clusters Score -646623.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -642105.500000 Penalty: 2813.453857
	Iteration 0F: 3 clusters Score -642105.5 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -643576.937500 Penalty: 2813.453857
	Iteration 1F: 3 clusters Score -643576.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -644051.687500 Penalty: 2813.453857
	Iteration 2F: 3 clusters Score -644051.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -644571.062500 Penalty: 2813.453857
	Iteration 3F: 3 clusters Score -644571.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -645095.250000 Penalty: 2813.453857
	Iteration 4F: 3 clusters Score -645095.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -645771.437500 Penalty: 2813.453857
	Iteration 5F: 3 clusters Score -645771.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -646567.062500 Penalty: 2813.453857
	Iteration 6F: 3 clusters Score -646567.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -646978.312500 Penalty: 2813.453857
	Iteration 7F: 3 clusters Score -646978.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -647166.750000 Penalty: 2813.453857
	Iteration 8Q: 3 clusters Score -647166.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -647282.375000 Penalty: 2813.453857
	Iteration 9Q: 3 clusters Score -647282.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -647376.437500 Penalty: 2813.453857
	Iteration 10Q: 3 clusters Score -647376.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -647452.562500 Penalty: 2813.453857
	Iteration 11Q: 3 clusters Score -647452.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -647509.187500 Penalty: 2813.453857
	Iteration 12Q: 3 clusters Score -647509.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -647568.500000 Penalty: 2813.453857
	Iteration 13Q: 3 clusters Score -647568.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -647625.187500 Penalty: 2813.453857
	Iteration 14Q: 3 clusters Score -647625.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -647662.750000 Penalty: 2813.453857
	Iteration 15Q: 3 clusters Score -647662.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -647683.687500 Penalty: 2813.453857
	Iteration 16Q: 3 clusters Score -647683.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -647693.000000 Penalty: 2813.453857
	Iteration 17Q: 3 clusters Score -647693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -647699.375000 Penalty: 2813.453857
	Iteration 18Q: 3 clusters Score -647699.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -647702.750000 Penalty: 2813.453857
	Iteration 19Q: 3 clusters Score -647702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -647705.375000 Penalty: 2813.453857
	Iteration 20F: 3 clusters Score -647705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -647707.375000 Penalty: 2813.453857
	Iteration 21Q: 3 clusters Score -647707.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -647709.937500 Penalty: 2813.453857
	Iteration 22Q: 3 clusters Score -647709.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -647711.125000 Penalty: 2813.453857
	Iteration 23Q: 3 clusters Score -647711.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -647710.375000 Penalty: 2813.453857
	Iteration 24Q: 3 clusters Score -647710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -647709.625000 Penalty: 2813.453857
	Iteration 25Q: 3 clusters Score -647709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -647709.625000 Penalty: 2813.453857
	Iteration 26F: 3 clusters Score -647709.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 1394 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Entering Unmasked Estep 
Score: -40079544.000000 Penalty: 54073.285156
Splitting cluster 8 changes total score from -40047056.000000 to -40079544.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (1394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Entering Unmasked Estep 
Score: -104043.250000 Penalty: 1176.489014
	Iteration 0F: 2 clusters Score -104043.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -102493.640625 Penalty: 2352.978027
	Iteration 0F: 3 clusters Score -102493.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -103256.554688 Penalty: 2352.978027
	Iteration 1F: 3 clusters Score -103256.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -103992.289062 Penalty: 2352.978027
	Iteration 2F: 3 clusters Score -103992.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105065.796875 Penalty: 2352.978027
	Iteration 3F: 3 clusters Score -105065.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -106012.804688 Penalty: 2352.978027
	Iteration 4F: 3 clusters Score -106012.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -106362.968750 Penalty: 2352.978027
	Iteration 5F: 3 clusters Score -106363 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -106442.273438 Penalty: 2352.978027
	Iteration 6Q: 3 clusters Score -106442.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -106463.320312 Penalty: 2352.978027
	Iteration 7Q: 3 clusters Score -106463.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106469.476562 Penalty: 2352.978027
	Iteration 8Q: 3 clusters Score -106469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -106472.914062 Penalty: 2352.978027
	Iteration 9Q: 3 clusters Score -106472.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -106476.062500 Penalty: 2352.978027
	Iteration 10Q: 3 clusters Score -106476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -106477.906250 Penalty: 2352.978027
	Iteration 11Q: 3 clusters Score -106477.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106481.007812 Penalty: 2352.978027
	Iteration 12Q: 3 clusters Score -106481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -106481.007812 Penalty: 2352.978027
	Iteration 13F: 3 clusters Score -106481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 3549 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Entering Unmasked Estep 
Score: -40081072.000000 Penalty: 56153.027344
Splitting cluster 9 changes total score from -40047056.000000 to -40081072.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (3549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Entering Unmasked Estep 
Score: -380194.437500 Penalty: 1328.343506
	Iteration 0F: 2 clusters Score -380194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -377183.031250 Penalty: 2656.687012
	Iteration 0F: 3 clusters Score -377183 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -378148.468750 Penalty: 2656.687012
	Iteration 1F: 3 clusters Score -378148.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -378489.031250 Penalty: 2656.687012
	Iteration 2F: 3 clusters Score -378489 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -378865.718750 Penalty: 2656.687012
	Iteration 3F: 3 clusters Score -378865.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -379387.062500 Penalty: 2656.687012
	Iteration 4F: 3 clusters Score -379387.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -380188.875000 Penalty: 2656.687012
	Iteration 5F: 3 clusters Score -380188.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -380901.750000 Penalty: 2656.687012
	Iteration 6F: 3 clusters Score -380901.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -381545.906250 Penalty: 2656.687012
	Iteration 7F: 3 clusters Score -381545.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -382171.937500 Penalty: 2656.687012
	Iteration 8Q: 3 clusters Score -382171.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -382404.093750 Penalty: 2656.687012
	Iteration 9Q: 3 clusters Score -382404.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -382749.281250 Penalty: 2656.687012
	Iteration 10Q: 3 clusters Score -382749.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -383095.843750 Penalty: 2656.687012
	Iteration 11Q: 3 clusters Score -383095.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -383213.687500 Penalty: 2656.687012
	Iteration 12Q: 3 clusters Score -383213.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -383257.218750 Penalty: 2656.687012
	Iteration 13Q: 3 clusters Score -383257.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -383274.375000 Penalty: 2656.687012
	Iteration 14Q: 3 clusters Score -383274.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -383282.968750 Penalty: 2656.687012
	Iteration 15Q: 3 clusters Score -383283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -383287.531250 Penalty: 2656.687012
	Iteration 16Q: 3 clusters Score -383287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -383287.531250 Penalty: 2656.687012
	Iteration 17F: 3 clusters Score -383287.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 9694 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Entering Unmasked Estep 
Score: -40083376.000000 Penalty: 58232.765625
Splitting cluster 10 changes total score from -40047056.000000 to -40083376.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (5134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Entering Unmasked Estep 
Score: -580558.125000 Penalty: 1388.341553
	Iteration 0F: 2 clusters Score -580558.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -576492.312500 Penalty: 2776.683105
	Iteration 0F: 3 clusters Score -576492.3 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -577690.187500 Penalty: 2776.683105
	Iteration 1F: 3 clusters Score -577690.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -577918.812500 Penalty: 2776.683105
	Iteration 2F: 3 clusters Score -577918.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -578113.250000 Penalty: 2776.683105
	Iteration 3F: 3 clusters Score -578113.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -578313.750000 Penalty: 2776.683105
	Iteration 4F: 3 clusters Score -578313.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -578486.562500 Penalty: 2776.683105
	Iteration 5F: 3 clusters Score -578486.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -578627.375000 Penalty: 2776.683105
	Iteration 6Q: 3 clusters Score -578627.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -578746.750000 Penalty: 2776.683105
	Iteration 7Q: 3 clusters Score -578746.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -578841.937500 Penalty: 2776.683105
	Iteration 8Q: 3 clusters Score -578841.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -578919.000000 Penalty: 2776.683105
	Iteration 9Q: 3 clusters Score -578919 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -578982.437500 Penalty: 2776.683105
	Iteration 10Q: 3 clusters Score -578982.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -579027.812500 Penalty: 2776.683105
	Iteration 11Q: 3 clusters Score -579027.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -579072.937500 Penalty: 2776.683105
	Iteration 12Q: 3 clusters Score -579072.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -579115.125000 Penalty: 2776.683105
	Iteration 13Q: 3 clusters Score -579115.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -579149.750000 Penalty: 2776.683105
	Iteration 14Q: 3 clusters Score -579149.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -579175.125000 Penalty: 2776.683105
	Iteration 15Q: 3 clusters Score -579175.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -579187.812500 Penalty: 2776.683105
	Iteration 16Q: 3 clusters Score -579187.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -579198.750000 Penalty: 2776.683105
	Iteration 17Q: 3 clusters Score -579198.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -579217.562500 Penalty: 2776.683105
	Iteration 18Q: 3 clusters Score -579217.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -579236.062500 Penalty: 2776.683105
	Iteration 19Q: 3 clusters Score -579236.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -579259.250000 Penalty: 2776.683105
	Iteration 20F: 3 clusters Score -579259.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -579274.375000 Penalty: 2776.683105
	Iteration 21Q: 3 clusters Score -579274.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -579282.500000 Penalty: 2776.683105
	Iteration 22Q: 3 clusters Score -579282.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -579289.000000 Penalty: 2776.683105
	Iteration 23Q: 3 clusters Score -579289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -579298.250000 Penalty: 2776.683105
	Iteration 24Q: 3 clusters Score -579298.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -579309.125000 Penalty: 2776.683105
	Iteration 25Q: 3 clusters Score -579309.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -579320.812500 Penalty: 2776.683105
	Iteration 26Q: 3 clusters Score -579320.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -579333.562500 Penalty: 2776.683105
	Iteration 27Q: 3 clusters Score -579333.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -579344.687500 Penalty: 2776.683105
	Iteration 28Q: 3 clusters Score -579344.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -579352.500000 Penalty: 2776.683105
	Iteration 29Q: 3 clusters Score -579352.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -579360.875000 Penalty: 2776.683105
	Iteration 30Q: 3 clusters Score -579360.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -579366.250000 Penalty: 2776.683105
	Iteration 31Q: 3 clusters Score -579366.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -579373.000000 Penalty: 2776.683105
	Iteration 32Q: 3 clusters Score -579373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -579380.000000 Penalty: 2776.683105
	Iteration 33Q: 3 clusters Score -579380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -579385.875000 Penalty: 2776.683105
	Iteration 34Q: 3 clusters Score -579385.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -579392.625000 Penalty: 2776.683105
	Iteration 35Q: 3 clusters Score -579392.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -579395.250000 Penalty: 2776.683105
	Iteration 36Q: 3 clusters Score -579395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -579400.375000 Penalty: 2776.683105
	Iteration 37Q: 3 clusters Score -579400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -579403.187500 Penalty: 2776.683105
	Iteration 38Q: 3 clusters Score -579403.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -579408.937500 Penalty: 2776.683105
	Iteration 39Q: 3 clusters Score -579408.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -579412.937500 Penalty: 2776.683105
	Iteration 40F: 3 clusters Score -579412.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -579417.062500 Penalty: 2776.683105
	Iteration 41Q: 3 clusters Score -579417.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -579420.000000 Penalty: 2776.683105
	Iteration 42Q: 3 clusters Score -579420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -579421.937500 Penalty: 2776.683105
	Iteration 43Q: 3 clusters Score -579421.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -579423.437500 Penalty: 2776.683105
	Iteration 44Q: 3 clusters Score -579423.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -579424.312500 Penalty: 2776.683105
	Iteration 45Q: 3 clusters Score -579424.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -579424.437500 Penalty: 2776.683105
	Iteration 46Q: 3 clusters Score -579424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -579426.750000 Penalty: 2776.683105
	Iteration 47Q: 3 clusters Score -579426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -579428.187500 Penalty: 2776.683105
	Iteration 48Q: 3 clusters Score -579428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -579428.062500 Penalty: 2776.683105
	Iteration 49Q: 3 clusters Score -579428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -579428.062500 Penalty: 2776.683105
	Iteration 50F: 3 clusters Score -579428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Entering Unmasked Estep 
Score: -1089686.250000 Penalty: 1491.630127
	Iteration 0F: 2 clusters Score -1089686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1082751.750000 Penalty: 2983.260254
	Iteration 0F: 3 clusters Score -1082752 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1084998.875000 Penalty: 2983.260254
	Iteration 1F: 3 clusters Score -1084999 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -1085316.500000 Penalty: 2983.260254
	Iteration 2F: 3 clusters Score -1085316 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1085685.125000 Penalty: 2983.260254
	Iteration 3F: 3 clusters Score -1085685 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1086340.250000 Penalty: 2983.260254
	Iteration 4F: 3 clusters Score -1086340 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1087424.375000 Penalty: 2983.260254
	Iteration 5F: 3 clusters Score -1087424 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1088545.250000 Penalty: 2983.260254
	Iteration 6F: 3 clusters Score -1088545 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1089238.250000 Penalty: 2983.260254
	Iteration 7F: 3 clusters Score -1089238 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1089532.000000 Penalty: 2983.260254
	Iteration 8Q: 3 clusters Score -1089532 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1089680.875000 Penalty: 2983.260254
	Iteration 9Q: 3 clusters Score -1089681 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1089738.250000 Penalty: 2983.260254
	Iteration 10Q: 3 clusters Score -1089738 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1089769.500000 Penalty: 2983.260254
	Iteration 11Q: 3 clusters Score -1089770 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1089788.500000 Penalty: 2983.260254
	Iteration 12Q: 3 clusters Score -1089788 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1089803.625000 Penalty: 2983.260254
	Iteration 13Q: 3 clusters Score -1089804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1089815.750000 Penalty: 2983.260254
	Iteration 14Q: 3 clusters Score -1089816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1089826.000000 Penalty: 2983.260254
	Iteration 15Q: 3 clusters Score -1089826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1089834.375000 Penalty: 2983.260254
	Iteration 16Q: 3 clusters Score -1089834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1089841.625000 Penalty: 2983.260254
	Iteration 17Q: 3 clusters Score -1089842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1089846.250000 Penalty: 2983.260254
	Iteration 18Q: 3 clusters Score -1089846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1089854.375000 Penalty: 2983.260254
	Iteration 19Q: 3 clusters Score -1089854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1089857.875000 Penalty: 2983.260254
	Iteration 20F: 3 clusters Score -1089858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1089864.000000 Penalty: 2983.260254
	Iteration 21Q: 3 clusters Score -1089864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1089866.125000 Penalty: 2983.260254
	Iteration 22Q: 3 clusters Score -1089866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1089865.750000 Penalty: 2983.260254
	Iteration 23Q: 3 clusters Score -1089866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1089865.125000 Penalty: 2983.260254
	Iteration 24Q: 3 clusters Score -1089865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -1089866.375000 Penalty: 2983.260254
	Iteration 25Q: 3 clusters Score -1089866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1089867.625000 Penalty: 2983.260254
	Iteration 26Q: 3 clusters Score -1089868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1089867.250000 Penalty: 2983.260254
	Iteration 27Q: 3 clusters Score -1089867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1089866.250000 Penalty: 2983.260254
	Iteration 28Q: 3 clusters Score -1089866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1089868.375000 Penalty: 2983.260254
	Iteration 29Q: 3 clusters Score -1089868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1089866.875000 Penalty: 2983.260254
	Iteration 30Q: 3 clusters Score -1089867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1089868.875000 Penalty: 2983.260254
	Iteration 31Q: 3 clusters Score -1089869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1089868.875000 Penalty: 2983.260254
	Iteration 32F: 3 clusters Score -1089869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 10738 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Entering Unmasked Estep 
Score: -40082896.000000 Penalty: 60312.507812
Splitting cluster 12 changes total score from -40047056.000000 to -40082896.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (46953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Entering Unmasked Estep 
Score: -5364814.500000 Penalty: 1747.996704
	Iteration 0F: 2 clusters Score -5364814 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 23450 members 
Entering Unmasked Estep 
Score: -5333345.000000 Penalty: 3495.993408
	Iteration 0F: 3 clusters Score -5333345 nChanged 22091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -5345841.000000 Penalty: 3495.993408
	Iteration 1F: 3 clusters Score -5345841 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -5346497.500000 Penalty: 3495.993408
	Iteration 2Q: 3 clusters Score -5346498 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5347281.500000 Penalty: 3495.993408
	Iteration 3Q: 3 clusters Score -5347282 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 21653 members 
Entering Unmasked Estep 
Score: -5348416.000000 Penalty: 3495.993408
	Iteration 4Q: 3 clusters Score -5348416 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -5349770.500000 Penalty: 3495.993408
	Iteration 5F: 3 clusters Score -5349770 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5351488.000000 Penalty: 3495.993408
	Iteration 6F: 3 clusters Score -5351488 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -5353425.500000 Penalty: 3495.993408
	Iteration 7F: 3 clusters Score -5353426 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -5355482.500000 Penalty: 3495.993408
	Iteration 8F: 3 clusters Score -5355482 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -5357356.500000 Penalty: 3495.993408
	Iteration 9F: 3 clusters Score -5357356 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5358796.500000 Penalty: 3495.993408
	Iteration 10Q: 3 clusters Score -5358796 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -5359766.500000 Penalty: 3495.993408
	Iteration 11Q: 3 clusters Score -5359766 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -5360430.000000 Penalty: 3495.993408
	Iteration 12Q: 3 clusters Score -5360430 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5360893.500000 Penalty: 3495.993408
	Iteration 13Q: 3 clusters Score -5360894 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -5361286.500000 Penalty: 3495.993408
	Iteration 14Q: 3 clusters Score -5361286 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -5361582.000000 Penalty: 3495.993408
	Iteration 15Q: 3 clusters Score -5361582 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -5361838.500000 Penalty: 3495.993408
	Iteration 16Q: 3 clusters Score -5361838 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -5362066.000000 Penalty: 3495.993408
	Iteration 17Q: 3 clusters Score -5362066 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37502 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -5362255.500000 Penalty: 3495.993408
	Iteration 18Q: 3 clusters Score -5362256 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -5362512.000000 Penalty: 3495.993408
	Iteration 19Q: 3 clusters Score -5362512 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -5362754.000000 Penalty: 3495.993408
	Iteration 20F: 3 clusters Score -5362754 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -5362952.500000 Penalty: 3495.993408
	Iteration 21Q: 3 clusters Score -5362952 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -5363073.000000 Penalty: 3495.993408
	Iteration 22Q: 3 clusters Score -5363073 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -5363181.000000 Penalty: 3495.993408
	Iteration 23Q: 3 clusters Score -5363181 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -5363276.500000 Penalty: 3495.993408
	Iteration 24Q: 3 clusters Score -5363276 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -5363335.500000 Penalty: 3495.993408
	Iteration 25Q: 3 clusters Score -5363336 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -5363401.500000 Penalty: 3495.993408
	Iteration 26Q: 3 clusters Score -5363402 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -5363480.000000 Penalty: 3495.993408
	Iteration 27Q: 3 clusters Score -5363480 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -5363514.500000 Penalty: 3495.993408
	Iteration 28Q: 3 clusters Score -5363514 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -5363588.500000 Penalty: 3495.993408
	Iteration 29Q: 3 clusters Score -5363588 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40341 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -5363629.500000 Penalty: 3495.993408
	Iteration 30Q: 3 clusters Score -5363630 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -5363688.000000 Penalty: 3495.993408
	Iteration 31Q: 3 clusters Score -5363688 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -5363741.000000 Penalty: 3495.993408
	Iteration 32Q: 3 clusters Score -5363741 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40937 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -5363762.000000 Penalty: 3495.993408
	Iteration 33Q: 3 clusters Score -5363762 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5363802.500000 Penalty: 3495.993408
	Iteration 34Q: 3 clusters Score -5363802 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -5363842.000000 Penalty: 3495.993408
	Iteration 35Q: 3 clusters Score -5363842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -5363875.500000 Penalty: 3495.993408
	Iteration 36Q: 3 clusters Score -5363876 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -5363902.000000 Penalty: 3495.993408
	Iteration 37Q: 3 clusters Score -5363902 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -5363922.000000 Penalty: 3495.993408
	Iteration 38Q: 3 clusters Score -5363922 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -5363936.000000 Penalty: 3495.993408
	Iteration 39Q: 3 clusters Score -5363936 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -5363944.500000 Penalty: 3495.993408
	Iteration 40F: 3 clusters Score -5363944 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -5363954.000000 Penalty: 3495.993408
	Iteration 41Q: 3 clusters Score -5363954 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5363958.000000 Penalty: 3495.993408
	Iteration 42Q: 3 clusters Score -5363958 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -5363976.500000 Penalty: 3495.993408
	Iteration 43Q: 3 clusters Score -5363976 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -5363990.500000 Penalty: 3495.993408
	Iteration 44Q: 3 clusters Score -5363990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5364016.500000 Penalty: 3495.993408
	Iteration 45Q: 3 clusters Score -5364016 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -5364029.000000 Penalty: 3495.993408
	Iteration 46Q: 3 clusters Score -5364029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -5364045.500000 Penalty: 3495.993408
	Iteration 47Q: 3 clusters Score -5364046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -5364072.500000 Penalty: 3495.993408
	Iteration 48Q: 3 clusters Score -5364072 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -5364055.500000 Penalty: 3495.993408
	Iteration 49Q: 3 clusters Score -5364056 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5364071.500000 Penalty: 3495.993408
	Iteration 50Q: 3 clusters Score -5364072 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -5364087.500000 Penalty: 3495.993408
	Iteration 51Q: 3 clusters Score -5364088 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42845 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -5364103.000000 Penalty: 3495.993408
	Iteration 52Q: 3 clusters Score -5364103 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -5364114.500000 Penalty: 3495.993408
	Iteration 53Q: 3 clusters Score -5364114 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -5364133.500000 Penalty: 3495.993408
	Iteration 54Q: 3 clusters Score -5364134 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5364143.000000 Penalty: 3495.993408
	Iteration 55Q: 3 clusters Score -5364143 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5364160.000000 Penalty: 3495.993408
	Iteration 56Q: 3 clusters Score -5364160 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -5364166.000000 Penalty: 3495.993408
	Iteration 57Q: 3 clusters Score -5364166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5364163.500000 Penalty: 3495.993408
	Iteration 58Q: 3 clusters Score -5364164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -5364177.500000 Penalty: 3495.993408
	Iteration 59Q: 3 clusters Score -5364178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -5364171.000000 Penalty: 3495.993408
	Iteration 60F: 3 clusters Score -5364171 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -5364181.500000 Penalty: 3495.993408
	Iteration 61Q: 3 clusters Score -5364182 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5364194.500000 Penalty: 3495.993408
	Iteration 62Q: 3 clusters Score -5364194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -5364192.000000 Penalty: 3495.993408
	Iteration 63Q: 3 clusters Score -5364192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43343 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -5364195.500000 Penalty: 3495.993408
	Iteration 64Q: 3 clusters Score -5364196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -5364193.000000 Penalty: 3495.993408
	Iteration 65Q: 3 clusters Score -5364193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -5364204.000000 Penalty: 3495.993408
	Iteration 66Q: 3 clusters Score -5364204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -5364200.500000 Penalty: 3495.993408
	Iteration 67Q: 3 clusters Score -5364200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5364194.500000 Penalty: 3495.993408
	Iteration 68Q: 3 clusters Score -5364194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -5364197.500000 Penalty: 3495.993408
	Iteration 69Q: 3 clusters Score -5364198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5364201.000000 Penalty: 3495.993408
	Iteration 70Q: 3 clusters Score -5364201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -5364202.000000 Penalty: 3495.993408
	Iteration 71Q: 3 clusters Score -5364202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -5364194.000000 Penalty: 3495.993408
	Iteration 72Q: 3 clusters Score -5364194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -5364198.500000 Penalty: 3495.993408
	Iteration 73Q: 3 clusters Score -5364198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -5364202.000000 Penalty: 3495.993408
	Iteration 74Q: 3 clusters Score -5364202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -5364207.000000 Penalty: 3495.993408
	Iteration 75Q: 3 clusters Score -5364207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -5364203.500000 Penalty: 3495.993408
	Iteration 76Q: 3 clusters Score -5364204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5364197.500000 Penalty: 3495.993408
	Iteration 77Q: 3 clusters Score -5364198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5364199.000000 Penalty: 3495.993408
	Iteration 78Q: 3 clusters Score -5364199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5364201.500000 Penalty: 3495.993408
	Iteration 79Q: 3 clusters Score -5364202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5364202.000000 Penalty: 3495.993408
	Iteration 80F: 3 clusters Score -5364202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -5364205.000000 Penalty: 3495.993408
	Iteration 81Q: 3 clusters Score -5364205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5364204.000000 Penalty: 3495.993408
	Iteration 82Q: 3 clusters Score -5364204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -5364205.500000 Penalty: 3495.993408
	Iteration 83Q: 3 clusters Score -5364206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5364202.500000 Penalty: 3495.993408
	Iteration 84Q: 3 clusters Score -5364202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43495 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5364201.500000 Penalty: 3495.993408
	Iteration 85Q: 3 clusters Score -5364202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -5364202.500000 Penalty: 3495.993408
	Iteration 86Q: 3 clusters Score -5364202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5364201.000000 Penalty: 3495.993408
	Iteration 87Q: 3 clusters Score -5364201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5364201.000000 Penalty: 3495.993408
	Iteration 88Q: 3 clusters Score -5364201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -5364204.500000 Penalty: 3495.993408
	Iteration 89Q: 3 clusters Score -5364204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5364205.000000 Penalty: 3495.993408
	Iteration 90Q: 3 clusters Score -5364205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -5364205.000000 Penalty: 3495.993408
	Iteration 91F: 3 clusters Score -5364205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Entering Unmasked Estep 
Score: -1236063.125000 Penalty: 1508.250854
	Iteration 0F: 2 clusters Score -1236063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1228543.750000 Penalty: 3016.501709
	Iteration 0F: 3 clusters Score -1228544 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1231781.375000 Penalty: 3016.501709
	Iteration 1F: 3 clusters Score -1231781 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1232926.500000 Penalty: 3016.501709
	Iteration 2F: 3 clusters Score -1232926 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1233916.375000 Penalty: 3016.501709
	Iteration 3F: 3 clusters Score -1233916 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1234734.500000 Penalty: 3016.501709
	Iteration 4F: 3 clusters Score -1234734 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1235399.500000 Penalty: 3016.501709
	Iteration 5F: 3 clusters Score -1235400 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1235903.750000 Penalty: 3016.501709
	Iteration 6Q: 3 clusters Score -1235904 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1236284.250000 Penalty: 3016.501709
	Iteration 7Q: 3 clusters Score -1236284 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1236555.625000 Penalty: 3016.501709
	Iteration 8Q: 3 clusters Score -1236556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1236729.375000 Penalty: 3016.501709
	Iteration 9Q: 3 clusters Score -1236729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1236840.375000 Penalty: 3016.501709
	Iteration 10Q: 3 clusters Score -1236840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -1236928.375000 Penalty: 3016.501709
	Iteration 11Q: 3 clusters Score -1236928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1236968.750000 Penalty: 3016.501709
	Iteration 12Q: 3 clusters Score -1236969 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1236985.625000 Penalty: 3016.501709
	Iteration 13Q: 3 clusters Score -1236986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1236991.875000 Penalty: 3016.501709
	Iteration 14Q: 3 clusters Score -1236992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1236991.250000 Penalty: 3016.501709
	Iteration 15Q: 3 clusters Score -1236991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -1236996.625000 Penalty: 3016.501709
	Iteration 16Q: 3 clusters Score -1236997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1236996.375000 Penalty: 3016.501709
	Iteration 17Q: 3 clusters Score -1236996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1236997.000000 Penalty: 3016.501709
	Iteration 18Q: 3 clusters Score -1236997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1236998.750000 Penalty: 3016.501709
	Iteration 19Q: 3 clusters Score -1236999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1236997.375000 Penalty: 3016.501709
	Iteration 20F: 3 clusters Score -1236997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1236998.125000 Penalty: 3016.501709
	Iteration 21Q: 3 clusters Score -1236998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1236999.000000 Penalty: 3016.501709
	Iteration 22Q: 3 clusters Score -1236999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1236999.000000 Penalty: 3016.501709
	Iteration 23F: 3 clusters Score -1236999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 23676 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Mstep: Class 30 contains 9729 members 
Entering Unmasked Estep 
Score: -40083228.000000 Penalty: 62392.250000
Splitting cluster 14 changes total score from -40047056.000000 to -40083228.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (23676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Entering Unmasked Estep 
Score: -2678302.500000 Penalty: 1636.735229
	Iteration 0F: 2 clusters Score -2678302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -2662227.500000 Penalty: 3273.470459
	Iteration 0F: 3 clusters Score -2662228 nChanged 10758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2668388.250000 Penalty: 3273.470459
	Iteration 1F: 3 clusters Score -2668388 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2669393.750000 Penalty: 3273.470459
	Iteration 2F: 3 clusters Score -2669394 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2671057.250000 Penalty: 3273.470459
	Iteration 3F: 3 clusters Score -2671057 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2673365.500000 Penalty: 3273.470459
	Iteration 4F: 3 clusters Score -2673366 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2675688.250000 Penalty: 3273.470459
	Iteration 5F: 3 clusters Score -2675688 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -2677436.250000 Penalty: 3273.470459
	Iteration 6F: 3 clusters Score -2677436 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2678891.250000 Penalty: 3273.470459
	Iteration 7F: 3 clusters Score -2678891 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2679841.250000 Penalty: 3273.470459
	Iteration 8Q: 3 clusters Score -2679841 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2680231.500000 Penalty: 3273.470459
	Iteration 9Q: 3 clusters Score -2680232 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -2680414.750000 Penalty: 3273.470459
	Iteration 10Q: 3 clusters Score -2680415 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -2680519.000000 Penalty: 3273.470459
	Iteration 11Q: 3 clusters Score -2680519 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2680560.250000 Penalty: 3273.470459
	Iteration 12Q: 3 clusters Score -2680560 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2680605.500000 Penalty: 3273.470459
	Iteration 13Q: 3 clusters Score -2680606 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2680623.500000 Penalty: 3273.470459
	Iteration 14Q: 3 clusters Score -2680624 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2680638.250000 Penalty: 3273.470459
	Iteration 15Q: 3 clusters Score -2680638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2680636.000000 Penalty: 3273.470459
	Iteration 16Q: 3 clusters Score -2680636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2680639.000000 Penalty: 3273.470459
	Iteration 17Q: 3 clusters Score -2680639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2680636.250000 Penalty: 3273.470459
	Iteration 18Q: 3 clusters Score -2680636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -2680639.000000 Penalty: 3273.470459
	Iteration 19Q: 3 clusters Score -2680639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2680641.000000 Penalty: 3273.470459
	Iteration 20F: 3 clusters Score -2680641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2680637.000000 Penalty: 3273.470459
	Iteration 21Q: 3 clusters Score -2680637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2680639.250000 Penalty: 3273.470459
	Iteration 22Q: 3 clusters Score -2680639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2680642.500000 Penalty: 3273.470459
	Iteration 23Q: 3 clusters Score -2680642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -2680643.000000 Penalty: 3273.470459
	Iteration 24Q: 3 clusters Score -2680643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2680639.000000 Penalty: 3273.470459
	Iteration 25Q: 3 clusters Score -2680639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -2680640.000000 Penalty: 3273.470459
	Iteration 26Q: 3 clusters Score -2680640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2680643.750000 Penalty: 3273.470459
	Iteration 27Q: 3 clusters Score -2680644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2680641.250000 Penalty: 3273.470459
	Iteration 28Q: 3 clusters Score -2680641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2680643.000000 Penalty: 3273.470459
	Iteration 29Q: 3 clusters Score -2680643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2680643.000000 Penalty: 3273.470459
	Iteration 30F: 3 clusters Score -2680643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 14159 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Mstep: Class 30 contains 9729 members 
Mstep: Class 31 contains 5112 members 
Entering Unmasked Estep 
Score: -40085200.000000 Penalty: 64471.992188
Splitting cluster 15 changes total score from -40047056.000000 to -40085200.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (14159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Entering Unmasked Estep 
Score: -1561668.500000 Penalty: 1553.192139
	Iteration 0F: 2 clusters Score -1561668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1551864.125000 Penalty: 3106.384277
	Iteration 0F: 3 clusters Score -1551864 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1556272.000000 Penalty: 3106.384277
	Iteration 1F: 3 clusters Score -1556272 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -1557585.875000 Penalty: 3106.384277
	Iteration 2F: 3 clusters Score -1557586 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1559026.375000 Penalty: 3106.384277
	Iteration 3F: 3 clusters Score -1559026 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1560196.500000 Penalty: 3106.384277
	Iteration 4F: 3 clusters Score -1560196 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1560922.750000 Penalty: 3106.384277
	Iteration 5F: 3 clusters Score -1560923 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1561274.375000 Penalty: 3106.384277
	Iteration 6Q: 3 clusters Score -1561274 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1561447.250000 Penalty: 3106.384277
	Iteration 7Q: 3 clusters Score -1561447 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1561547.500000 Penalty: 3106.384277
	Iteration 8Q: 3 clusters Score -1561548 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1561613.750000 Penalty: 3106.384277
	Iteration 9Q: 3 clusters Score -1561614 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1561666.500000 Penalty: 3106.384277
	Iteration 10Q: 3 clusters Score -1561666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1561718.250000 Penalty: 3106.384277
	Iteration 11Q: 3 clusters Score -1561718 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1561761.375000 Penalty: 3106.384277
	Iteration 12Q: 3 clusters Score -1561761 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1561803.375000 Penalty: 3106.384277
	Iteration 13Q: 3 clusters Score -1561803 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1561852.875000 Penalty: 3106.384277
	Iteration 14Q: 3 clusters Score -1561853 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1561901.625000 Penalty: 3106.384277
	Iteration 15Q: 3 clusters Score -1561902 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1561957.125000 Penalty: 3106.384277
	Iteration 16Q: 3 clusters Score -1561957 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1562001.625000 Penalty: 3106.384277
	Iteration 17Q: 3 clusters Score -1562002 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -1562037.750000 Penalty: 3106.384277
	Iteration 18Q: 3 clusters Score -1562038 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1562073.500000 Penalty: 3106.384277
	Iteration 19Q: 3 clusters Score -1562074 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1562111.375000 Penalty: 3106.384277
	Iteration 20F: 3 clusters Score -1562111 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1562151.375000 Penalty: 3106.384277
	Iteration 21Q: 3 clusters Score -1562151 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1562186.375000 Penalty: 3106.384277
	Iteration 22Q: 3 clusters Score -1562186 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1562224.750000 Penalty: 3106.384277
	Iteration 23Q: 3 clusters Score -1562225 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1562275.875000 Penalty: 3106.384277
	Iteration 24Q: 3 clusters Score -1562276 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1562320.000000 Penalty: 3106.384277
	Iteration 25Q: 3 clusters Score -1562320 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1562350.500000 Penalty: 3106.384277
	Iteration 26Q: 3 clusters Score -1562350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1562377.625000 Penalty: 3106.384277
	Iteration 27Q: 3 clusters Score -1562378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1562398.000000 Penalty: 3106.384277
	Iteration 28Q: 3 clusters Score -1562398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1562425.625000 Penalty: 3106.384277
	Iteration 29Q: 3 clusters Score -1562426 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1562452.250000 Penalty: 3106.384277
	Iteration 30Q: 3 clusters Score -1562452 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1562472.625000 Penalty: 3106.384277
	Iteration 31Q: 3 clusters Score -1562473 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1562493.125000 Penalty: 3106.384277
	Iteration 32Q: 3 clusters Score -1562493 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1562517.125000 Penalty: 3106.384277
	Iteration 33Q: 3 clusters Score -1562517 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1562556.000000 Penalty: 3106.384277
	Iteration 34Q: 3 clusters Score -1562556 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1562593.250000 Penalty: 3106.384277
	Iteration 35Q: 3 clusters Score -1562593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1562625.000000 Penalty: 3106.384277
	Iteration 36Q: 3 clusters Score -1562625 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1562664.625000 Penalty: 3106.384277
	Iteration 37Q: 3 clusters Score -1562665 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1562694.250000 Penalty: 3106.384277
	Iteration 38Q: 3 clusters Score -1562694 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1562730.250000 Penalty: 3106.384277
	Iteration 39Q: 3 clusters Score -1562730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1562756.125000 Penalty: 3106.384277
	Iteration 40F: 3 clusters Score -1562756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1562789.250000 Penalty: 3106.384277
	Iteration 41Q: 3 clusters Score -1562789 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1562810.625000 Penalty: 3106.384277
	Iteration 42Q: 3 clusters Score -1562811 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1562825.000000 Penalty: 3106.384277
	Iteration 43Q: 3 clusters Score -1562825 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1562845.875000 Penalty: 3106.384277
	Iteration 44Q: 3 clusters Score -1562846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1562864.000000 Penalty: 3106.384277
	Iteration 45Q: 3 clusters Score -1562864 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1562880.750000 Penalty: 3106.384277
	Iteration 46Q: 3 clusters Score -1562881 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1562901.250000 Penalty: 3106.384277
	Iteration 47Q: 3 clusters Score -1562901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1562923.750000 Penalty: 3106.384277
	Iteration 48Q: 3 clusters Score -1562924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1562967.750000 Penalty: 3106.384277
	Iteration 49Q: 3 clusters Score -1562968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1563035.625000 Penalty: 3106.384277
	Iteration 50Q: 3 clusters Score -1563036 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1563088.625000 Penalty: 3106.384277
	Iteration 51Q: 3 clusters Score -1563089 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1563121.750000 Penalty: 3106.384277
	Iteration 52Q: 3 clusters Score -1563122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1563142.625000 Penalty: 3106.384277
	Iteration 53Q: 3 clusters Score -1563143 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1563162.250000 Penalty: 3106.384277
	Iteration 54Q: 3 clusters Score -1563162 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1563178.375000 Penalty: 3106.384277
	Iteration 55Q: 3 clusters Score -1563178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1563192.375000 Penalty: 3106.384277
	Iteration 56Q: 3 clusters Score -1563192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1563207.625000 Penalty: 3106.384277
	Iteration 57Q: 3 clusters Score -1563208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1563216.375000 Penalty: 3106.384277
	Iteration 58Q: 3 clusters Score -1563216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1563223.125000 Penalty: 3106.384277
	Iteration 59Q: 3 clusters Score -1563223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1563230.625000 Penalty: 3106.384277
	Iteration 60F: 3 clusters Score -1563231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1563242.375000 Penalty: 3106.384277
	Iteration 61Q: 3 clusters Score -1563242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1563249.750000 Penalty: 3106.384277
	Iteration 62Q: 3 clusters Score -1563250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1563262.750000 Penalty: 3106.384277
	Iteration 63Q: 3 clusters Score -1563263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1563279.375000 Penalty: 3106.384277
	Iteration 64Q: 3 clusters Score -1563279 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1563316.875000 Penalty: 3106.384277
	Iteration 65Q: 3 clusters Score -1563317 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1563363.000000 Penalty: 3106.384277
	Iteration 66Q: 3 clusters Score -1563363 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1563442.875000 Penalty: 3106.384277
	Iteration 67Q: 3 clusters Score -1563443 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1563593.125000 Penalty: 3106.384277
	Iteration 68Q: 3 clusters Score -1563593 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1563740.625000 Penalty: 3106.384277
	Iteration 69Q: 3 clusters Score -1563741 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1563762.250000 Penalty: 3106.384277
	Iteration 70Q: 3 clusters Score -1563762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1563762.250000 Penalty: 3106.384277
	Iteration 71Q: 3 clusters Score -1563762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1563762.375000 Penalty: 3106.384277
	Iteration 72Q: 3 clusters Score -1563762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1563763.875000 Penalty: 3106.384277
	Iteration 73Q: 3 clusters Score -1563764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1563764.250000 Penalty: 3106.384277
	Iteration 74Q: 3 clusters Score -1563764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1563764.250000 Penalty: 3106.384277
	Iteration 75F: 3 clusters Score -1563764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 2613 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Mstep: Class 30 contains 9729 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 1975 members 
Entering Unmasked Estep 
Score: -40086616.000000 Penalty: 66551.734375
Splitting cluster 16 changes total score from -40047056.000000 to -40086616.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (2613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Entering Unmasked Estep 
Score: -272929.750000 Penalty: 1278.591309
	Iteration 0F: 2 clusters Score -272929.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -270567.906250 Penalty: 2557.182617
	Iteration 0F: 3 clusters Score -270567.9 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -271361.687500 Penalty: 2557.182617
	Iteration 1F: 3 clusters Score -271361.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -271593.781250 Penalty: 2557.182617
	Iteration 2F: 3 clusters Score -271593.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -271804.531250 Penalty: 2557.182617
	Iteration 3F: 3 clusters Score -271804.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -272022.968750 Penalty: 2557.182617
	Iteration 4F: 3 clusters Score -272023 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -272232.906250 Penalty: 2557.182617
	Iteration 5F: 3 clusters Score -272232.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -272406.093750 Penalty: 2557.182617
	Iteration 6F: 3 clusters Score -272406.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -272521.656250 Penalty: 2557.182617
	Iteration 7Q: 3 clusters Score -272521.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -272603.562500 Penalty: 2557.182617
	Iteration 8Q: 3 clusters Score -272603.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -272753.968750 Penalty: 2557.182617
	Iteration 9Q: 3 clusters Score -272754 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -273005.531250 Penalty: 2557.182617
	Iteration 10Q: 3 clusters Score -273005.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -273369.593750 Penalty: 2557.182617
	Iteration 11F: 3 clusters Score -273369.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -273873.000000 Penalty: 2557.182617
	Iteration 12Q: 3 clusters Score -273873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -274058.593750 Penalty: 2557.182617
	Iteration 13Q: 3 clusters Score -274058.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -274128.625000 Penalty: 2557.182617
	Iteration 14Q: 3 clusters Score -274128.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -274176.937500 Penalty: 2557.182617
	Iteration 15Q: 3 clusters Score -274176.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -274227.968750 Penalty: 2557.182617
	Iteration 16Q: 3 clusters Score -274228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -274274.062500 Penalty: 2557.182617
	Iteration 17Q: 3 clusters Score -274274.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -274325.437500 Penalty: 2557.182617
	Iteration 18Q: 3 clusters Score -274325.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -274435.312500 Penalty: 2557.182617
	Iteration 19Q: 3 clusters Score -274435.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -274653.718750 Penalty: 2557.182617
	Iteration 20F: 3 clusters Score -274653.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -275006.343750 Penalty: 2557.182617
	Iteration 21F: 3 clusters Score -275006.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -275321.062500 Penalty: 2557.182617
	Iteration 22Q: 3 clusters Score -275321.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -275617.312500 Penalty: 2557.182617
	Iteration 23Q: 3 clusters Score -275617.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -275727.937500 Penalty: 2557.182617
	Iteration 24Q: 3 clusters Score -275727.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -275769.593750 Penalty: 2557.182617
	Iteration 25Q: 3 clusters Score -275769.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -275800.906250 Penalty: 2557.182617
	Iteration 26Q: 3 clusters Score -275800.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -275813.437500 Penalty: 2557.182617
	Iteration 27Q: 3 clusters Score -275813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -275822.156250 Penalty: 2557.182617
	Iteration 28Q: 3 clusters Score -275822.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -275840.781250 Penalty: 2557.182617
	Iteration 29Q: 3 clusters Score -275840.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -275844.781250 Penalty: 2557.182617
	Iteration 30Q: 3 clusters Score -275844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -275845.031250 Penalty: 2557.182617
	Iteration 31Q: 3 clusters Score -275845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -275916.250000 Penalty: 2557.182617
	Iteration 32F: 3 clusters Score -275916.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -275989.562500 Penalty: 2557.182617
	Iteration 33Q: 3 clusters Score -275989.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -276018.281250 Penalty: 2557.182617
	Iteration 34Q: 3 clusters Score -276018.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -276028.437500 Penalty: 2557.182617
	Iteration 35Q: 3 clusters Score -276028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -276034.593750 Penalty: 2557.182617
	Iteration 36Q: 3 clusters Score -276034.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -276038.843750 Penalty: 2557.182617
	Iteration 37Q: 3 clusters Score -276038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -276041.343750 Penalty: 2557.182617
	Iteration 38Q: 3 clusters Score -276041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -276044.312500 Penalty: 2557.182617
	Iteration 39Q: 3 clusters Score -276044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -276048.125000 Penalty: 2557.182617
	Iteration 40F: 3 clusters Score -276048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -276048.468750 Penalty: 2557.182617
	Iteration 41Q: 3 clusters Score -276048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -276048.468750 Penalty: 2557.182617
	Iteration 42F: 3 clusters Score -276048.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 12217 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Mstep: Class 30 contains 9729 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 1457 members 
Entering Unmasked Estep 
Score: -40088932.000000 Penalty: 68631.476562
Splitting cluster 17 changes total score from -40047056.000000 to -40088932.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (12217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Entering Unmasked Estep 
Score: -1356413.125000 Penalty: 1529.219849
	Iteration 0F: 2 clusters Score -1356413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1347895.750000 Penalty: 3058.439697
	Iteration 0F: 3 clusters Score -1347896 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1351244.375000 Penalty: 3058.439697
	Iteration 1F: 3 clusters Score -1351244 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1352250.000000 Penalty: 3058.439697
	Iteration 2F: 3 clusters Score -1352250 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1353517.250000 Penalty: 3058.439697
	Iteration 3F: 3 clusters Score -1353517 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1354837.000000 Penalty: 3058.439697
	Iteration 4F: 3 clusters Score -1354837 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1355889.375000 Penalty: 3058.439697
	Iteration 5F: 3 clusters Score -1355889 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1356408.375000 Penalty: 3058.439697
	Iteration 6F: 3 clusters Score -1356408 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -1356660.625000 Penalty: 3058.439697
	Iteration 7Q: 3 clusters Score -1356661 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1356837.000000 Penalty: 3058.439697
	Iteration 8Q: 3 clusters Score -1356837 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1356984.625000 Penalty: 3058.439697
	Iteration 9Q: 3 clusters Score -1356985 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1357086.875000 Penalty: 3058.439697
	Iteration 10Q: 3 clusters Score -1357087 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1357152.750000 Penalty: 3058.439697
	Iteration 11Q: 3 clusters Score -1357153 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1357197.750000 Penalty: 3058.439697
	Iteration 12Q: 3 clusters Score -1357198 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1357229.250000 Penalty: 3058.439697
	Iteration 13Q: 3 clusters Score -1357229 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1357235.125000 Penalty: 3058.439697
	Iteration 14Q: 3 clusters Score -1357235 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1357239.000000 Penalty: 3058.439697
	Iteration 15Q: 3 clusters Score -1357239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1357247.250000 Penalty: 3058.439697
	Iteration 16Q: 3 clusters Score -1357247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1357251.000000 Penalty: 3058.439697
	Iteration 17Q: 3 clusters Score -1357251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1357258.875000 Penalty: 3058.439697
	Iteration 18Q: 3 clusters Score -1357259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1357260.750000 Penalty: 3058.439697
	Iteration 19Q: 3 clusters Score -1357261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1357267.125000 Penalty: 3058.439697
	Iteration 20F: 3 clusters Score -1357267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1357268.125000 Penalty: 3058.439697
	Iteration 21Q: 3 clusters Score -1357268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1357270.875000 Penalty: 3058.439697
	Iteration 22Q: 3 clusters Score -1357271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1357274.125000 Penalty: 3058.439697
	Iteration 23Q: 3 clusters Score -1357274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1357271.500000 Penalty: 3058.439697
	Iteration 24Q: 3 clusters Score -1357272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1357272.000000 Penalty: 3058.439697
	Iteration 25Q: 3 clusters Score -1357272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1357272.750000 Penalty: 3058.439697
	Iteration 26Q: 3 clusters Score -1357273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1357272.750000 Penalty: 3058.439697
	Iteration 27Q: 3 clusters Score -1357273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1357272.750000 Penalty: 3058.439697
	Iteration 28F: 3 clusters Score -1357273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 16839 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Mstep: Class 30 contains 9729 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 8821 members 
Entering Unmasked Estep 
Score: -40089348.000000 Penalty: 70711.218750
Splitting cluster 18 changes total score from -40047056.000000 to -40089348.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (16839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Entering Unmasked Estep 
Score: -1911167.875000 Penalty: 1581.361084
	Iteration 0F: 2 clusters Score -1911168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1899712.000000 Penalty: 3162.722168
	Iteration 0F: 3 clusters Score -1899712 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1903796.625000 Penalty: 3162.722168
	Iteration 1F: 3 clusters Score -1903797 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1904375.000000 Penalty: 3162.722168
	Iteration 2F: 3 clusters Score -1904375 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1905113.750000 Penalty: 3162.722168
	Iteration 3F: 3 clusters Score -1905114 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1906042.625000 Penalty: 3162.722168
	Iteration 4F: 3 clusters Score -1906043 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1907170.125000 Penalty: 3162.722168
	Iteration 5F: 3 clusters Score -1907170 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1908431.375000 Penalty: 3162.722168
	Iteration 6F: 3 clusters Score -1908431 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1909640.000000 Penalty: 3162.722168
	Iteration 7F: 3 clusters Score -1909640 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1910655.250000 Penalty: 3162.722168
	Iteration 8F: 3 clusters Score -1910655 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1911377.000000 Penalty: 3162.722168
	Iteration 9Q: 3 clusters Score -1911377 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1911731.875000 Penalty: 3162.722168
	Iteration 10Q: 3 clusters Score -1911732 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1911933.125000 Penalty: 3162.722168
	Iteration 11Q: 3 clusters Score -1911933 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1912018.875000 Penalty: 3162.722168
	Iteration 12Q: 3 clusters Score -1912019 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1912066.500000 Penalty: 3162.722168
	Iteration 13Q: 3 clusters Score -1912066 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1912101.125000 Penalty: 3162.722168
	Iteration 14Q: 3 clusters Score -1912101 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1912112.125000 Penalty: 3162.722168
	Iteration 15Q: 3 clusters Score -1912112 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -1912121.000000 Penalty: 3162.722168
	Iteration 16Q: 3 clusters Score -1912121 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1912128.875000 Penalty: 3162.722168
	Iteration 17Q: 3 clusters Score -1912129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1912140.250000 Penalty: 3162.722168
	Iteration 18Q: 3 clusters Score -1912140 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1912141.750000 Penalty: 3162.722168
	Iteration 19Q: 3 clusters Score -1912142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1912141.875000 Penalty: 3162.722168
	Iteration 20F: 3 clusters Score -1912142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1912143.125000 Penalty: 3162.722168
	Iteration 21Q: 3 clusters Score -1912143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1912148.750000 Penalty: 3162.722168
	Iteration 22Q: 3 clusters Score -1912149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1912152.250000 Penalty: 3162.722168
	Iteration 23Q: 3 clusters Score -1912152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1912164.875000 Penalty: 3162.722168
	Iteration 24Q: 3 clusters Score -1912165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -1912167.250000 Penalty: 3162.722168
	Iteration 25Q: 3 clusters Score -1912167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1912178.375000 Penalty: 3162.722168
	Iteration 26Q: 3 clusters Score -1912178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1912178.625000 Penalty: 3162.722168
	Iteration 27Q: 3 clusters Score -1912179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1912184.625000 Penalty: 3162.722168
	Iteration 28Q: 3 clusters Score -1912185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -1912186.875000 Penalty: 3162.722168
	Iteration 29Q: 3 clusters Score -1912187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1912191.500000 Penalty: 3162.722168
	Iteration 30Q: 3 clusters Score -1912192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1912190.625000 Penalty: 3162.722168
	Iteration 31Q: 3 clusters Score -1912191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1912189.375000 Penalty: 3162.722168
	Iteration 32Q: 3 clusters Score -1912189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1912192.125000 Penalty: 3162.722168
	Iteration 33Q: 3 clusters Score -1912192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1912191.625000 Penalty: 3162.722168
	Iteration 34Q: 3 clusters Score -1912192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1912196.000000 Penalty: 3162.722168
	Iteration 35Q: 3 clusters Score -1912196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1912192.000000 Penalty: 3162.722168
	Iteration 36Q: 3 clusters Score -1912192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1912194.125000 Penalty: 3162.722168
	Iteration 37Q: 3 clusters Score -1912194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1912191.500000 Penalty: 3162.722168
	Iteration 38Q: 3 clusters Score -1912192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1912196.750000 Penalty: 3162.722168
	Iteration 39Q: 3 clusters Score -1912197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1912200.250000 Penalty: 3162.722168
	Iteration 40F: 3 clusters Score -1912200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1912201.875000 Penalty: 3162.722168
	Iteration 41Q: 3 clusters Score -1912202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1912202.375000 Penalty: 3162.722168
	Iteration 42Q: 3 clusters Score -1912202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1912203.625000 Penalty: 3162.722168
	Iteration 43Q: 3 clusters Score -1912204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1912204.750000 Penalty: 3162.722168
	Iteration 44Q: 3 clusters Score -1912205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1912206.500000 Penalty: 3162.722168
	Iteration 45Q: 3 clusters Score -1912206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1912203.875000 Penalty: 3162.722168
	Iteration 46Q: 3 clusters Score -1912204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1912207.750000 Penalty: 3162.722168
	Iteration 47Q: 3 clusters Score -1912208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1912210.875000 Penalty: 3162.722168
	Iteration 48Q: 3 clusters Score -1912211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1912205.625000 Penalty: 3162.722168
	Iteration 49Q: 3 clusters Score -1912206 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1912209.000000 Penalty: 3162.722168
	Iteration 50Q: 3 clusters Score -1912209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1912212.500000 Penalty: 3162.722168
	Iteration 51Q: 3 clusters Score -1912212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1912210.625000 Penalty: 3162.722168
	Iteration 52Q: 3 clusters Score -1912211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -1912213.500000 Penalty: 3162.722168
	Iteration 53Q: 3 clusters Score -1912214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1912215.750000 Penalty: 3162.722168
	Iteration 54Q: 3 clusters Score -1912216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1912222.375000 Penalty: 3162.722168
	Iteration 55Q: 3 clusters Score -1912222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1912222.250000 Penalty: 3162.722168
	Iteration 56Q: 3 clusters Score -1912222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1912223.125000 Penalty: 3162.722168
	Iteration 57Q: 3 clusters Score -1912223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1912228.000000 Penalty: 3162.722168
	Iteration 58Q: 3 clusters Score -1912228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1912232.625000 Penalty: 3162.722168
	Iteration 59Q: 3 clusters Score -1912233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1912235.125000 Penalty: 3162.722168
	Iteration 60F: 3 clusters Score -1912235 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -1912239.250000 Penalty: 3162.722168
	Iteration 61Q: 3 clusters Score -1912239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1912244.000000 Penalty: 3162.722168
	Iteration 62Q: 3 clusters Score -1912244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1912242.250000 Penalty: 3162.722168
	Iteration 63Q: 3 clusters Score -1912242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1912242.000000 Penalty: 3162.722168
	Iteration 64Q: 3 clusters Score -1912242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1912248.625000 Penalty: 3162.722168
	Iteration 65Q: 3 clusters Score -1912249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1912248.875000 Penalty: 3162.722168
	Iteration 66Q: 3 clusters Score -1912249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -1912249.000000 Penalty: 3162.722168
	Iteration 67Q: 3 clusters Score -1912249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1912247.750000 Penalty: 3162.722168
	Iteration 68Q: 3 clusters Score -1912248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1912254.250000 Penalty: 3162.722168
	Iteration 69Q: 3 clusters Score -1912254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1912253.375000 Penalty: 3162.722168
	Iteration 70Q: 3 clusters Score -1912253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1912251.500000 Penalty: 3162.722168
	Iteration 71Q: 3 clusters Score -1912252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1912250.875000 Penalty: 3162.722168
	Iteration 72Q: 3 clusters Score -1912251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1912251.875000 Penalty: 3162.722168
	Iteration 73Q: 3 clusters Score -1912252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1912253.125000 Penalty: 3162.722168
	Iteration 74Q: 3 clusters Score -1912253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1912257.250000 Penalty: 3162.722168
	Iteration 75Q: 3 clusters Score -1912257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1912255.875000 Penalty: 3162.722168
	Iteration 76Q: 3 clusters Score -1912256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1912255.750000 Penalty: 3162.722168
	Iteration 77Q: 3 clusters Score -1912256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1912255.750000 Penalty: 3162.722168
	Iteration 78F: 3 clusters Score -1912256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 6375 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 7303 members 
Mstep: Class 22 contains 5371 members 
Mstep: Class 23 contains 4978 members 
Mstep: Class 24 contains 2388 members 
Mstep: Class 25 contains 13827 members 
Mstep: Class 26 contains 1425 members 
Mstep: Class 27 contains 454 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 8682 members 
Mstep: Class 30 contains 9729 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 1975 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 8821 members 
Mstep: Class 35 contains 10464 members 
Entering Unmasked Estep 
Score: -40090128.000000 Penalty: 72790.960938
Splitting cluster 19 changes total score from -40047056.000000 to -40090128.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 88556 members 
Mstep: Class 3 contains 5390 members 
Mstep: Class 4 contains 2898 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 1666 members 
Mstep: Class 7 contains 21006 members 
Mstep: Class 8 contains 4324 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1613 members 
Mstep: Class 11 contains 5134 members 
Mstep: Class 12 contains 1012 members 
Mstep: Class 13 contains 46953 members 
Mstep: Class 14 contains 1009 members 
Mstep: Class 15 contains 18564 members 
Mstep: Class 16 contains 12184 members 
Mstep: Class 17 contains 1156 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 6375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098492.000000 Penalty: 72790.960938
Iteration 39Q: 36 clusters Score -4.009849e+07 nChanged 7543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 88978 members 
Mstep: Class 3 contains 5314 members 
Mstep: Class 4 contains 3211 members 
Mstep: Class 5 contains 45843 members 
Mstep: Class 6 contains 1817 members 
Mstep: Class 7 contains 20935 members 
Mstep: Class 8 contains 4377 members 
Mstep: Class 9 contains 1121 members 
Mstep: Class 10 contains 1605 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 1037 members 
Mstep: Class 13 contains 47424 members 
Mstep: Class 14 contains 1038 members 
Mstep: Class 15 contains 19199 members 
Mstep: Class 16 contains 12489 members 
Mstep: Class 17 contains 1295 members 
Mstep: Class 18 contains 3403 members 
Mstep: Class 19 contains 6214 members 
Mstep: Class 20 contains 892 members 
Mstep: Class 21 contains 7179 members 
Mstep: Class 22 contains 5223 members 
Mstep: Class 23 contains 4854 members 
Mstep: Class 24 contains 2193 members 
Mstep: Class 25 contains 13599 members 
Mstep: Class 26 contains 1413 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 1899 members 
Mstep: Class 29 contains 8546 members 
Mstep: Class 30 contains 9467 members 
Mstep: Class 31 contains 5039 members 
Mstep: Class 32 contains 1988 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 8276 members 
Mstep: Class 35 contains 10040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40105480.000000 Penalty: 72790.960938
Iteration 40F: 36 clusters Score -4.010548e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 88204 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 3324 members 
Mstep: Class 5 contains 45419 members 
Mstep: Class 6 contains 1849 members 
Mstep: Class 7 contains 20951 members 
Mstep: Class 8 contains 4310 members 
Mstep: Class 9 contains 1194 members 
Mstep: Class 10 contains 1588 members 
Mstep: Class 11 contains 5114 members 
Mstep: Class 12 contains 1062 members 
Mstep: Class 13 contains 46977 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 18936 members 
Mstep: Class 16 contains 12221 members 
Mstep: Class 17 contains 1346 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 6101 members 
Mstep: Class 20 contains 904 members 
Mstep: Class 21 contains 7470 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 5192 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 14204 members 
Mstep: Class 26 contains 1424 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 2049 members 
Mstep: Class 29 contains 8904 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 5088 members 
Mstep: Class 32 contains 2072 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 8556 members 
Mstep: Class 35 contains 10003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107888.000000 Penalty: 72790.960938
Iteration 41Q: 36 clusters Score -4.010789e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 87699 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 3418 members 
Mstep: Class 5 contains 45147 members 
Mstep: Class 6 contains 1907 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 4248 members 
Mstep: Class 9 contains 1240 members 
Mstep: Class 10 contains 1583 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 46726 members 
Mstep: Class 14 contains 1035 members 
Mstep: Class 15 contains 18814 members 
Mstep: Class 16 contains 12021 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 3462 members 
Mstep: Class 19 contains 6067 members 
Mstep: Class 20 contains 910 members 
Mstep: Class 21 contains 7598 members 
Mstep: Class 22 contains 5253 members 
Mstep: Class 23 contains 5413 members 
Mstep: Class 24 contains 2204 members 
Mstep: Class 25 contains 14563 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 502 members 
Mstep: Class 28 contains 2111 members 
Mstep: Class 29 contains 9130 members 
Mstep: Class 30 contains 9366 members 
Mstep: Class 31 contains 5155 members 
Mstep: Class 32 contains 2133 members 
Mstep: Class 33 contains 1455 members 
Mstep: Class 34 contains 8714 members 
Mstep: Class 35 contains 9923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108936.000000 Penalty: 72790.960938
Iteration 42Q: 36 clusters Score -4.010894e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 87390 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 44937 members 
Mstep: Class 6 contains 1941 members 
Mstep: Class 7 contains 21044 members 
Mstep: Class 8 contains 4188 members 
Mstep: Class 9 contains 1281 members 
Mstep: Class 10 contains 1579 members 
Mstep: Class 11 contains 5062 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 46500 members 
Mstep: Class 14 contains 1039 members 
Mstep: Class 15 contains 18721 members 
Mstep: Class 16 contains 11820 members 
Mstep: Class 17 contains 1401 members 
Mstep: Class 18 contains 3494 members 
Mstep: Class 19 contains 6064 members 
Mstep: Class 20 contains 912 members 
Mstep: Class 21 contains 7678 members 
Mstep: Class 22 contains 5229 members 
Mstep: Class 23 contains 5590 members 
Mstep: Class 24 contains 2186 members 
Mstep: Class 25 contains 14812 members 
Mstep: Class 26 contains 1426 members 
Mstep: Class 27 contains 505 members 
Mstep: Class 28 contains 2154 members 
Mstep: Class 29 contains 9262 members 
Mstep: Class 30 contains 9334 members 
Mstep: Class 31 contains 5224 members 
Mstep: Class 32 contains 2180 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 8834 members 
Mstep: Class 35 contains 9886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40109740.000000 Penalty: 72790.960938
Iteration 43Q: 36 clusters Score -4.010974e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 87162 members 
Mstep: Class 3 contains 5322 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 5 contains 44802 members 
Mstep: Class 6 contains 1976 members 
Mstep: Class 7 contains 21070 members 
Mstep: Class 8 contains 4142 members 
Mstep: Class 9 contains 1299 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5050 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 46329 members 
Mstep: Class 14 contains 1044 members 
Mstep: Class 15 contains 18650 members 
Mstep: Class 16 contains 11654 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 3539 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 916 members 
Mstep: Class 21 contains 7720 members 
Mstep: Class 22 contains 5207 members 
Mstep: Class 23 contains 5729 members 
Mstep: Class 24 contains 2155 members 
Mstep: Class 25 contains 15005 members 
Mstep: Class 26 contains 1424 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 2182 members 
Mstep: Class 29 contains 9347 members 
Mstep: Class 30 contains 9310 members 
Mstep: Class 31 contains 5270 members 
Mstep: Class 32 contains 2226 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 8907 members 
Mstep: Class 35 contains 9842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40110288.000000 Penalty: 72790.960938
Iteration 44Q: 36 clusters Score -4.011029e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 87002 members 
Mstep: Class 3 contains 5332 members 
Mstep: Class 4 contains 3583 members 
Mstep: Class 5 contains 44711 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 21083 members 
Mstep: Class 8 contains 4086 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5041 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 46170 members 
Mstep: Class 14 contains 1051 members 
Mstep: Class 15 contains 18600 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 3574 members 
Mstep: Class 19 contains 6063 members 
Mstep: Class 20 contains 922 members 
Mstep: Class 21 contains 7746 members 
Mstep: Class 22 contains 5188 members 
Mstep: Class 23 contains 5839 members 
Mstep: Class 24 contains 2113 members 
Mstep: Class 25 contains 15183 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 516 members 
Mstep: Class 28 contains 2206 members 
Mstep: Class 29 contains 9413 members 
Mstep: Class 30 contains 9299 members 
Mstep: Class 31 contains 5305 members 
Mstep: Class 32 contains 2265 members 
Mstep: Class 33 contains 1456 members 
Mstep: Class 34 contains 8953 members 
Mstep: Class 35 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40110700.000000 Penalty: 72790.960938
Iteration 45Q: 36 clusters Score -4.01107e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 86890 members 
Mstep: Class 3 contains 5337 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 44671 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 21094 members 
Mstep: Class 8 contains 4061 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 46040 members 
Mstep: Class 14 contains 1057 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 11366 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 3615 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 5168 members 
Mstep: Class 23 contains 5919 members 
Mstep: Class 24 contains 2085 members 
Mstep: Class 25 contains 15329 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 521 members 
Mstep: Class 28 contains 2224 members 
Mstep: Class 29 contains 9467 members 
Mstep: Class 30 contains 9292 members 
Mstep: Class 31 contains 5328 members 
Mstep: Class 32 contains 2299 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 8979 members 
Mstep: Class 35 contains 9763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111016.000000 Penalty: 72790.960938
Iteration 46Q: 36 clusters Score -4.011102e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 86811 members 
Mstep: Class 3 contains 5347 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44642 members 
Mstep: Class 6 contains 2018 members 
Mstep: Class 7 contains 21093 members 
Mstep: Class 8 contains 4051 members 
Mstep: Class 9 contains 1323 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 45945 members 
Mstep: Class 14 contains 1060 members 
Mstep: Class 15 contains 18554 members 
Mstep: Class 16 contains 11230 members 
Mstep: Class 17 contains 1472 members 
Mstep: Class 18 contains 3643 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 928 members 
Mstep: Class 21 contains 7759 members 
Mstep: Class 22 contains 5147 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 2060 members 
Mstep: Class 25 contains 15462 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 526 members 
Mstep: Class 28 contains 2238 members 
Mstep: Class 29 contains 9509 members 
Mstep: Class 30 contains 9288 members 
Mstep: Class 31 contains 5352 members 
Mstep: Class 32 contains 2337 members 
Mstep: Class 33 contains 1457 members 
Mstep: Class 34 contains 8993 members 
Mstep: Class 35 contains 9746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111152.000000 Penalty: 72790.960938
Iteration 47Q: 36 clusters Score -4.011115e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 86756 members 
Mstep: Class 3 contains 5361 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 2022 members 
Mstep: Class 7 contains 21093 members 
Mstep: Class 8 contains 4052 members 
Mstep: Class 9 contains 1328 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 1419 members 
Mstep: Class 13 contains 45885 members 
Mstep: Class 14 contains 1066 members 
Mstep: Class 15 contains 18535 members 
Mstep: Class 16 contains 11126 members 
Mstep: Class 17 contains 1484 members 
Mstep: Class 18 contains 3669 members 
Mstep: Class 19 contains 6075 members 
Mstep: Class 20 contains 937 members 
Mstep: Class 21 contains 7754 members 
Mstep: Class 22 contains 5128 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 2030 members 
Mstep: Class 25 contains 15567 members 
Mstep: Class 26 contains 1422 members 
Mstep: Class 27 contains 527 members 
Mstep: Class 28 contains 2256 members 
Mstep: Class 29 contains 9534 members 
Mstep: Class 30 contains 9284 members 
Mstep: Class 31 contains 5375 members 
Mstep: Class 32 contains 2364 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 9004 members 
Mstep: Class 35 contains 9728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111280.000000 Penalty: 72790.960938
Iteration 48Q: 36 clusters Score -4.011128e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 86723 members 
Mstep: Class 3 contains 5374 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 5 contains 44585 members 
Mstep: Class 6 contains 2026 members 
Mstep: Class 7 contains 21093 members 
Mstep: Class 8 contains 4059 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 1433 members 
Mstep: Class 13 contains 45811 members 
Mstep: Class 14 contains 1070 members 
Mstep: Class 15 contains 18525 members 
Mstep: Class 16 contains 11049 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 3702 members 
Mstep: Class 19 contains 6080 members 
Mstep: Class 20 contains 937 members 
Mstep: Class 21 contains 7747 members 
Mstep: Class 22 contains 5104 members 
Mstep: Class 23 contains 6055 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 15659 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 527 members 
Mstep: Class 28 contains 2269 members 
Mstep: Class 29 contains 9563 members 
Mstep: Class 30 contains 9282 members 
Mstep: Class 31 contains 5393 members 
Mstep: Class 32 contains 2391 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 8990 members 
Mstep: Class 35 contains 9716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111312.000000 Penalty: 72790.960938
Iteration 49Q: 36 clusters Score -4.011131e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 86683 members 
Mstep: Class 3 contains 5383 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 44576 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 7 contains 21093 members 
Mstep: Class 8 contains 4069 members 
Mstep: Class 9 contains 1331 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 1438 members 
Mstep: Class 13 contains 45763 members 
Mstep: Class 14 contains 1076 members 
Mstep: Class 15 contains 18509 members 
Mstep: Class 16 contains 10963 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 3748 members 
Mstep: Class 19 contains 6076 members 
Mstep: Class 20 contains 934 members 
Mstep: Class 21 contains 7738 members 
Mstep: Class 22 contains 5079 members 
Mstep: Class 23 contains 6086 members 
Mstep: Class 24 contains 2003 members 
Mstep: Class 25 contains 15735 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 527 members 
Mstep: Class 28 contains 2277 members 
Mstep: Class 29 contains 9595 members 
Mstep: Class 30 contains 9279 members 
Mstep: Class 31 contains 5407 members 
Mstep: Class 32 contains 2412 members 
Mstep: Class 33 contains 1458 members 
Mstep: Class 34 contains 8967 members 
Mstep: Class 35 contains 9717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111348.000000 Penalty: 72790.960938
Iteration 50Q: 36 clusters Score -4.011135e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 86663 members 
Mstep: Class 3 contains 5392 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 2036 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 45712 members 
Mstep: Class 14 contains 1079 members 
Mstep: Class 15 contains 18512 members 
Mstep: Class 16 contains 10884 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 3787 members 
Mstep: Class 19 contains 6071 members 
Mstep: Class 20 contains 935 members 
Mstep: Class 21 contains 7734 members 
Mstep: Class 22 contains 5046 members 
Mstep: Class 23 contains 6105 members 
Mstep: Class 24 contains 1990 members 
Mstep: Class 25 contains 15818 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 527 members 
Mstep: Class 28 contains 2282 members 
Mstep: Class 29 contains 9611 members 
Mstep: Class 30 contains 9277 members 
Mstep: Class 31 contains 5416 members 
Mstep: Class 32 contains 2425 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8951 members 
Mstep: Class 35 contains 9724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111504.000000 Penalty: 72790.960938
Iteration 51Q: 36 clusters Score -4.01115e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 86640 members 
Mstep: Class 3 contains 5398 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 44561 members 
Mstep: Class 6 contains 2040 members 
Mstep: Class 7 contains 21091 members 
Mstep: Class 8 contains 4085 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 5027 members 
Mstep: Class 12 contains 1443 members 
Mstep: Class 13 contains 45690 members 
Mstep: Class 14 contains 1084 members 
Mstep: Class 15 contains 18511 members 
Mstep: Class 16 contains 10798 members 
Mstep: Class 17 contains 1497 members 
Mstep: Class 18 contains 3823 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 941 members 
Mstep: Class 21 contains 7733 members 
Mstep: Class 22 contains 5023 members 
Mstep: Class 23 contains 6114 members 
Mstep: Class 24 contains 1975 members 
Mstep: Class 25 contains 15884 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 528 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 9624 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 5421 members 
Mstep: Class 32 contains 2437 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8936 members 
Mstep: Class 35 contains 9721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111648.000000 Penalty: 72790.960938
Iteration 52Q: 36 clusters Score -4.011165e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 86615 members 
Mstep: Class 3 contains 5403 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 44552 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 7 contains 21092 members 
Mstep: Class 8 contains 4092 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 1445 members 
Mstep: Class 13 contains 45681 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 18525 members 
Mstep: Class 16 contains 10728 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 3867 members 
Mstep: Class 19 contains 6066 members 
Mstep: Class 20 contains 947 members 
Mstep: Class 21 contains 7730 members 
Mstep: Class 22 contains 5006 members 
Mstep: Class 23 contains 6119 members 
Mstep: Class 24 contains 1962 members 
Mstep: Class 25 contains 15938 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 530 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 9638 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 5426 members 
Mstep: Class 32 contains 2442 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8916 members 
Mstep: Class 35 contains 9707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111660.000000 Penalty: 72790.960938
Iteration 53Q: 36 clusters Score -4.011166e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 86601 members 
Mstep: Class 3 contains 5406 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 44550 members 
Mstep: Class 6 contains 2045 members 
Mstep: Class 7 contains 21094 members 
Mstep: Class 8 contains 4099 members 
Mstep: Class 9 contains 1330 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 1449 members 
Mstep: Class 13 contains 45664 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 18543 members 
Mstep: Class 16 contains 10652 members 
Mstep: Class 17 contains 1491 members 
Mstep: Class 18 contains 3909 members 
Mstep: Class 19 contains 6063 members 
Mstep: Class 20 contains 952 members 
Mstep: Class 21 contains 7729 members 
Mstep: Class 22 contains 4988 members 
Mstep: Class 23 contains 6124 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 15983 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 533 members 
Mstep: Class 28 contains 2285 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 5427 members 
Mstep: Class 32 contains 2452 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8899 members 
Mstep: Class 35 contains 9702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111820.000000 Penalty: 72790.960938
Iteration 54Q: 36 clusters Score -4.011182e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 86575 members 
Mstep: Class 3 contains 5410 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 44546 members 
Mstep: Class 6 contains 2049 members 
Mstep: Class 7 contains 21092 members 
Mstep: Class 8 contains 4106 members 
Mstep: Class 9 contains 1333 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 1458 members 
Mstep: Class 13 contains 45648 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 18547 members 
Mstep: Class 16 contains 10596 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 3960 members 
Mstep: Class 19 contains 6059 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 7729 members 
Mstep: Class 22 contains 4961 members 
Mstep: Class 23 contains 6129 members 
Mstep: Class 24 contains 1961 members 
Mstep: Class 25 contains 16018 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 2289 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 5429 members 
Mstep: Class 32 contains 2457 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8881 members 
Mstep: Class 35 contains 9698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111800.000000 Penalty: 72790.960938
Iteration 55Q: 36 clusters Score -4.01118e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 86563 members 
Mstep: Class 3 contains 5413 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 44548 members 
Mstep: Class 6 contains 2052 members 
Mstep: Class 7 contains 21089 members 
Mstep: Class 8 contains 4111 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 1463 members 
Mstep: Class 13 contains 45636 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 18557 members 
Mstep: Class 16 contains 10555 members 
Mstep: Class 17 contains 1492 members 
Mstep: Class 18 contains 4003 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 4936 members 
Mstep: Class 23 contains 6134 members 
Mstep: Class 24 contains 1966 members 
Mstep: Class 25 contains 16053 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 2291 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 5430 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8848 members 
Mstep: Class 35 contains 9696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111748.000000 Penalty: 72790.960938
Iteration 56Q: 36 clusters Score -4.011175e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 86557 members 
Mstep: Class 3 contains 5414 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 44552 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 21087 members 
Mstep: Class 8 contains 4120 members 
Mstep: Class 9 contains 1332 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5026 members 
Mstep: Class 12 contains 1468 members 
Mstep: Class 13 contains 45627 members 
Mstep: Class 14 contains 1086 members 
Mstep: Class 15 contains 18565 members 
Mstep: Class 16 contains 10509 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 4034 members 
Mstep: Class 19 contains 6055 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 4922 members 
Mstep: Class 23 contains 6139 members 
Mstep: Class 24 contains 1970 members 
Mstep: Class 25 contains 16093 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 536 members 
Mstep: Class 28 contains 2294 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9277 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8812 members 
Mstep: Class 35 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111672.000000 Penalty: 72790.960938
Iteration 57Q: 36 clusters Score -4.011167e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 86548 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 44564 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 21087 members 
Mstep: Class 8 contains 4125 members 
Mstep: Class 9 contains 1335 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 1474 members 
Mstep: Class 13 contains 45620 members 
Mstep: Class 14 contains 1087 members 
Mstep: Class 15 contains 18576 members 
Mstep: Class 16 contains 10448 members 
Mstep: Class 17 contains 1494 members 
Mstep: Class 18 contains 4066 members 
Mstep: Class 19 contains 6057 members 
Mstep: Class 20 contains 971 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 4914 members 
Mstep: Class 23 contains 6147 members 
Mstep: Class 24 contains 1976 members 
Mstep: Class 25 contains 16123 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 537 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9278 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8781 members 
Mstep: Class 35 contains 9681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111604.000000 Penalty: 72790.960938
Iteration 58Q: 36 clusters Score -4.01116e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 86540 members 
Mstep: Class 3 contains 5415 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 44570 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4129 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 1477 members 
Mstep: Class 13 contains 45616 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 10408 members 
Mstep: Class 17 contains 1496 members 
Mstep: Class 18 contains 4090 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 972 members 
Mstep: Class 21 contains 7726 members 
Mstep: Class 22 contains 4905 members 
Mstep: Class 23 contains 6149 members 
Mstep: Class 24 contains 1979 members 
Mstep: Class 25 contains 16140 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 9655 members 
Mstep: Class 30 contains 9277 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2463 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8764 members 
Mstep: Class 35 contains 9682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111584.000000 Penalty: 72790.960938
Iteration 59Q: 36 clusters Score -4.011158e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 86524 members 
Mstep: Class 3 contains 5418 members 
Mstep: Class 4 contains 3631 members 
Mstep: Class 5 contains 44572 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4137 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 1487 members 
Mstep: Class 13 contains 45611 members 
Mstep: Class 14 contains 1088 members 
Mstep: Class 15 contains 18583 members 
Mstep: Class 16 contains 10367 members 
Mstep: Class 17 contains 1501 members 
Mstep: Class 18 contains 4133 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 7728 members 
Mstep: Class 22 contains 4897 members 
Mstep: Class 23 contains 6156 members 
Mstep: Class 24 contains 1981 members 
Mstep: Class 25 contains 16150 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2295 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9276 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2464 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8736 members 
Mstep: Class 35 contains 9685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111820.000000 Penalty: 72790.960938
Iteration 60F: 36 clusters Score -4.011182e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 86515 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 44564 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4149 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 1594 members 
Mstep: Class 13 contains 45602 members 
Mstep: Class 14 contains 1089 members 
Mstep: Class 15 contains 18584 members 
Mstep: Class 16 contains 10333 members 
Mstep: Class 17 contains 1504 members 
Mstep: Class 18 contains 4177 members 
Mstep: Class 19 contains 6053 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 7726 members 
Mstep: Class 22 contains 4892 members 
Mstep: Class 23 contains 6159 members 
Mstep: Class 24 contains 1969 members 
Mstep: Class 25 contains 16159 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 538 members 
Mstep: Class 28 contains 2293 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2477 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8706 members 
Mstep: Class 35 contains 9684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112112.000000 Penalty: 72790.960938
Iteration 61Q: 36 clusters Score -4.011211e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 86486 members 
Mstep: Class 3 contains 5418 members 
Mstep: Class 4 contains 3632 members 
Mstep: Class 5 contains 44537 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4153 members 
Mstep: Class 9 contains 1342 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 1696 members 
Mstep: Class 13 contains 45597 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 10297 members 
Mstep: Class 17 contains 1508 members 
Mstep: Class 18 contains 4217 members 
Mstep: Class 19 contains 6051 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 4887 members 
Mstep: Class 23 contains 6172 members 
Mstep: Class 24 contains 1960 members 
Mstep: Class 25 contains 16167 members 
Mstep: Class 26 contains 1416 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 9662 members 
Mstep: Class 30 contains 9275 members 
Mstep: Class 31 contains 5435 members 
Mstep: Class 32 contains 2495 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8685 members 
Mstep: Class 35 contains 9683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112104.000000 Penalty: 72790.960938
Iteration 62Q: 36 clusters Score -4.01121e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 86473 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 3634 members 
Mstep: Class 5 contains 44512 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4164 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 1787 members 
Mstep: Class 13 contains 45590 members 
Mstep: Class 14 contains 1090 members 
Mstep: Class 15 contains 18565 members 
Mstep: Class 16 contains 10260 members 
Mstep: Class 17 contains 1511 members 
Mstep: Class 18 contains 4255 members 
Mstep: Class 19 contains 6049 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 7725 members 
Mstep: Class 22 contains 4882 members 
Mstep: Class 23 contains 6182 members 
Mstep: Class 24 contains 1958 members 
Mstep: Class 25 contains 16173 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 9675 members 
Mstep: Class 30 contains 9274 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2503 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8653 members 
Mstep: Class 35 contains 9681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112252.000000 Penalty: 72790.960938
Iteration 63Q: 36 clusters Score -4.011225e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 86455 members 
Mstep: Class 3 contains 5422 members 
Mstep: Class 4 contains 3635 members 
Mstep: Class 5 contains 44485 members 
Mstep: Class 6 contains 2057 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4186 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 1869 members 
Mstep: Class 13 contains 45584 members 
Mstep: Class 14 contains 1091 members 
Mstep: Class 15 contains 18557 members 
Mstep: Class 16 contains 10224 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 6050 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 7721 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 6191 members 
Mstep: Class 24 contains 1955 members 
Mstep: Class 25 contains 16183 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2296 members 
Mstep: Class 29 contains 9677 members 
Mstep: Class 30 contains 9273 members 
Mstep: Class 31 contains 5431 members 
Mstep: Class 32 contains 2507 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8624 members 
Mstep: Class 35 contains 9676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112384.000000 Penalty: 72790.960938
Iteration 64Q: 36 clusters Score -4.011238e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 86428 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 3633 members 
Mstep: Class 5 contains 44463 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4200 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 1923 members 
Mstep: Class 13 contains 45572 members 
Mstep: Class 14 contains 1092 members 
Mstep: Class 15 contains 18552 members 
Mstep: Class 16 contains 10183 members 
Mstep: Class 17 contains 1517 members 
Mstep: Class 18 contains 4353 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 7720 members 
Mstep: Class 22 contains 4880 members 
Mstep: Class 23 contains 6197 members 
Mstep: Class 24 contains 1951 members 
Mstep: Class 25 contains 16194 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2300 members 
Mstep: Class 29 contains 9692 members 
Mstep: Class 30 contains 9271 members 
Mstep: Class 31 contains 5432 members 
Mstep: Class 32 contains 2510 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8605 members 
Mstep: Class 35 contains 9675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112496.000000 Penalty: 72790.960938
Iteration 65Q: 36 clusters Score -4.01125e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 86399 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 44450 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4219 members 
Mstep: Class 9 contains 1340 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5020 members 
Mstep: Class 12 contains 1971 members 
Mstep: Class 13 contains 45580 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18541 members 
Mstep: Class 16 contains 10119 members 
Mstep: Class 17 contains 1519 members 
Mstep: Class 18 contains 4414 members 
Mstep: Class 19 contains 6054 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 7719 members 
Mstep: Class 22 contains 4878 members 
Mstep: Class 23 contains 6201 members 
Mstep: Class 24 contains 1950 members 
Mstep: Class 25 contains 16211 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2299 members 
Mstep: Class 29 contains 9708 members 
Mstep: Class 30 contains 9265 members 
Mstep: Class 31 contains 5432 members 
Mstep: Class 32 contains 2518 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8586 members 
Mstep: Class 35 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112680.000000 Penalty: 72790.960938
Iteration 66Q: 36 clusters Score -4.011268e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 86370 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 44432 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4234 members 
Mstep: Class 9 contains 1341 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 2012 members 
Mstep: Class 13 contains 45590 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18528 members 
Mstep: Class 16 contains 10059 members 
Mstep: Class 17 contains 1522 members 
Mstep: Class 18 contains 4485 members 
Mstep: Class 19 contains 6056 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 7717 members 
Mstep: Class 22 contains 4875 members 
Mstep: Class 23 contains 6208 members 
Mstep: Class 24 contains 1951 members 
Mstep: Class 25 contains 16229 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 539 members 
Mstep: Class 28 contains 2300 members 
Mstep: Class 29 contains 9720 members 
Mstep: Class 30 contains 9256 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2522 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8571 members 
Mstep: Class 35 contains 9674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112612.000000 Penalty: 72790.960938
Iteration 67Q: 36 clusters Score -4.011261e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 86339 members 
Mstep: Class 3 contains 5421 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44420 members 
Mstep: Class 6 contains 2056 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4252 members 
Mstep: Class 9 contains 1339 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5023 members 
Mstep: Class 12 contains 2047 members 
Mstep: Class 13 contains 45595 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 18517 members 
Mstep: Class 16 contains 10003 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 4549 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 7715 members 
Mstep: Class 22 contains 4872 members 
Mstep: Class 23 contains 6219 members 
Mstep: Class 24 contains 1949 members 
Mstep: Class 25 contains 16245 members 
Mstep: Class 26 contains 1420 members 
Mstep: Class 27 contains 540 members 
Mstep: Class 28 contains 2300 members 
Mstep: Class 29 contains 9732 members 
Mstep: Class 30 contains 9254 members 
Mstep: Class 31 contains 5435 members 
Mstep: Class 32 contains 2528 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8553 members 
Mstep: Class 35 contains 9671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112756.000000 Penalty: 72790.960938
Iteration 68Q: 36 clusters Score -4.011276e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 86311 members 
Mstep: Class 3 contains 5424 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 44418 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5025 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 45595 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18517 members 
Mstep: Class 16 contains 9947 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 4611 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7712 members 
Mstep: Class 22 contains 4869 members 
Mstep: Class 23 contains 6229 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16264 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 540 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 9745 members 
Mstep: Class 30 contains 9247 members 
Mstep: Class 31 contains 5435 members 
Mstep: Class 32 contains 2534 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8537 members 
Mstep: Class 35 contains 9670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112788.000000 Penalty: 72790.960938
Iteration 69Q: 36 clusters Score -4.011279e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 86285 members 
Mstep: Class 3 contains 5427 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 44414 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4278 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5024 members 
Mstep: Class 12 contains 2089 members 
Mstep: Class 13 contains 45595 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 18517 members 
Mstep: Class 16 contains 9891 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 4673 members 
Mstep: Class 19 contains 6065 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7710 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6238 members 
Mstep: Class 24 contains 1949 members 
Mstep: Class 25 contains 16280 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 541 members 
Mstep: Class 28 contains 2302 members 
Mstep: Class 29 contains 9753 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2537 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8522 members 
Mstep: Class 35 contains 9675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112880.000000 Penalty: 72790.960938
Iteration 70Q: 36 clusters Score -4.011288e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 86261 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 44408 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5028 members 
Mstep: Class 12 contains 2094 members 
Mstep: Class 13 contains 45582 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 18519 members 
Mstep: Class 16 contains 9827 members 
Mstep: Class 17 contains 1527 members 
Mstep: Class 18 contains 4732 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7707 members 
Mstep: Class 22 contains 4867 members 
Mstep: Class 23 contains 6245 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16289 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2301 members 
Mstep: Class 29 contains 9769 members 
Mstep: Class 30 contains 9242 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2540 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8533 members 
Mstep: Class 35 contains 9682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112908.000000 Penalty: 72790.960938
Iteration 71Q: 36 clusters Score -4.011291e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 86235 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 44406 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5030 members 
Mstep: Class 12 contains 2092 members 
Mstep: Class 13 contains 45592 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 18520 members 
Mstep: Class 16 contains 9779 members 
Mstep: Class 17 contains 1530 members 
Mstep: Class 18 contains 4793 members 
Mstep: Class 19 contains 6069 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 7706 members 
Mstep: Class 22 contains 4866 members 
Mstep: Class 23 contains 6249 members 
Mstep: Class 24 contains 1949 members 
Mstep: Class 25 contains 16299 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2304 members 
Mstep: Class 29 contains 9776 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2546 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8535 members 
Mstep: Class 35 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112904.000000 Penalty: 72790.960938
Iteration 72Q: 36 clusters Score -4.01129e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 86220 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 44395 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21086 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 1334 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5031 members 
Mstep: Class 12 contains 2093 members 
Mstep: Class 13 contains 45595 members 
Mstep: Class 14 contains 1095 members 
Mstep: Class 15 contains 18518 members 
Mstep: Class 16 contains 9746 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 4843 members 
Mstep: Class 19 contains 6064 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 6253 members 
Mstep: Class 24 contains 1949 members 
Mstep: Class 25 contains 16310 members 
Mstep: Class 26 contains 1418 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2305 members 
Mstep: Class 29 contains 9775 members 
Mstep: Class 30 contains 9235 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2553 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8542 members 
Mstep: Class 35 contains 9677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112908.000000 Penalty: 72790.960938
Iteration 73Q: 36 clusters Score -4.011291e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 86209 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 44386 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 1336 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5032 members 
Mstep: Class 12 contains 2087 members 
Mstep: Class 13 contains 45608 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 18511 members 
Mstep: Class 16 contains 9723 members 
Mstep: Class 17 contains 1532 members 
Mstep: Class 18 contains 4886 members 
Mstep: Class 19 contains 6061 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 7703 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 6254 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16319 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 9774 members 
Mstep: Class 30 contains 9234 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2554 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8538 members 
Mstep: Class 35 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113012.000000 Penalty: 72790.960938
Iteration 74Q: 36 clusters Score -4.011301e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 86194 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5033 members 
Mstep: Class 12 contains 2081 members 
Mstep: Class 13 contains 45614 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 18512 members 
Mstep: Class 16 contains 9706 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 4917 members 
Mstep: Class 19 contains 6059 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4864 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16327 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2307 members 
Mstep: Class 29 contains 9776 members 
Mstep: Class 30 contains 9235 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2555 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8530 members 
Mstep: Class 35 contains 9673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113036.000000 Penalty: 72790.960938
Iteration 75Q: 36 clusters Score -4.011304e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 86185 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 44376 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 2082 members 
Mstep: Class 13 contains 45623 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 18512 members 
Mstep: Class 16 contains 9682 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 4954 members 
Mstep: Class 19 contains 6059 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6259 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16332 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2306 members 
Mstep: Class 29 contains 9775 members 
Mstep: Class 30 contains 9234 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2555 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8519 members 
Mstep: Class 35 contains 9676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113100.000000 Penalty: 72790.960938
Iteration 76Q: 36 clusters Score -4.01131e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 86171 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44378 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4305 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 2083 members 
Mstep: Class 13 contains 45629 members 
Mstep: Class 14 contains 1097 members 
Mstep: Class 15 contains 18511 members 
Mstep: Class 16 contains 9661 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 4985 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6262 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16339 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2308 members 
Mstep: Class 29 contains 9778 members 
Mstep: Class 30 contains 9231 members 
Mstep: Class 31 contains 5434 members 
Mstep: Class 32 contains 2557 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8503 members 
Mstep: Class 35 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113076.000000 Penalty: 72790.960938
Iteration 77Q: 36 clusters Score -4.011308e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 86166 members 
Mstep: Class 3 contains 5430 members 
Mstep: Class 4 contains 3603 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4309 members 
Mstep: Class 9 contains 1338 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 2077 members 
Mstep: Class 13 contains 45636 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18506 members 
Mstep: Class 16 contains 9646 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6265 members 
Mstep: Class 24 contains 1948 members 
Mstep: Class 25 contains 16346 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9785 members 
Mstep: Class 30 contains 9229 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2557 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8482 members 
Mstep: Class 35 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113088.000000 Penalty: 72790.960938
Iteration 78Q: 36 clusters Score -4.011309e+07 nChanged 107
Entering ConstructFrom: 
Score: -40113088.000000 Penalty: 72790.960938
Entering ConstructFrom: 
Trying to split cluster 1 (8111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Entering Unmasked Estep 
Score: -810460.625000 Penalty: 1462.658691
	Iteration 0F: 2 clusters Score -810460.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -804560.437500 Penalty: 2925.317383
	Iteration 0F: 3 clusters Score -804560.4 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -807105.625000 Penalty: 2925.317383
	Iteration 1F: 3 clusters Score -807105.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -808041.125000 Penalty: 2925.317383
	Iteration 2F: 3 clusters Score -808041.1 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -808828.625000 Penalty: 2925.317383
	Iteration 3F: 3 clusters Score -808828.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -809342.250000 Penalty: 2925.317383
	Iteration 4F: 3 clusters Score -809342.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -809606.750000 Penalty: 2925.317383
	Iteration 5F: 3 clusters Score -809606.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -809738.875000 Penalty: 2925.317383
	Iteration 6Q: 3 clusters Score -809738.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -809827.562500 Penalty: 2925.317383
	Iteration 7Q: 3 clusters Score -809827.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -809896.812500 Penalty: 2925.317383
	Iteration 8Q: 3 clusters Score -809896.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -809975.437500 Penalty: 2925.317383
	Iteration 9Q: 3 clusters Score -809975.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -810047.125000 Penalty: 2925.317383
	Iteration 10Q: 3 clusters Score -810047.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -810124.500000 Penalty: 2925.317383
	Iteration 11Q: 3 clusters Score -810124.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -810187.687500 Penalty: 2925.317383
	Iteration 12Q: 3 clusters Score -810187.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -810252.375000 Penalty: 2925.317383
	Iteration 13Q: 3 clusters Score -810252.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -810329.625000 Penalty: 2925.317383
	Iteration 14Q: 3 clusters Score -810329.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -810424.562500 Penalty: 2925.317383
	Iteration 15Q: 3 clusters Score -810424.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -810519.750000 Penalty: 2925.317383
	Iteration 16Q: 3 clusters Score -810519.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -810620.250000 Penalty: 2925.317383
	Iteration 17Q: 3 clusters Score -810620.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -810701.187500 Penalty: 2925.317383
	Iteration 18Q: 3 clusters Score -810701.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -810773.687500 Penalty: 2925.317383
	Iteration 19Q: 3 clusters Score -810773.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -810841.500000 Penalty: 2925.317383
	Iteration 20F: 3 clusters Score -810841.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -810889.250000 Penalty: 2925.317383
	Iteration 21Q: 3 clusters Score -810889.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -810930.437500 Penalty: 2925.317383
	Iteration 22Q: 3 clusters Score -810930.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -810967.937500 Penalty: 2925.317383
	Iteration 23Q: 3 clusters Score -810967.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -811007.500000 Penalty: 2925.317383
	Iteration 24Q: 3 clusters Score -811007.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -811038.375000 Penalty: 2925.317383
	Iteration 25Q: 3 clusters Score -811038.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -811074.875000 Penalty: 2925.317383
	Iteration 26Q: 3 clusters Score -811074.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -811106.687500 Penalty: 2925.317383
	Iteration 27Q: 3 clusters Score -811106.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -811129.750000 Penalty: 2925.317383
	Iteration 28Q: 3 clusters Score -811129.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -811143.500000 Penalty: 2925.317383
	Iteration 29Q: 3 clusters Score -811143.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -811150.125000 Penalty: 2925.317383
	Iteration 30Q: 3 clusters Score -811150.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -811156.812500 Penalty: 2925.317383
	Iteration 31Q: 3 clusters Score -811156.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -811164.125000 Penalty: 2925.317383
	Iteration 32Q: 3 clusters Score -811164.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -811172.500000 Penalty: 2925.317383
	Iteration 33Q: 3 clusters Score -811172.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -811177.250000 Penalty: 2925.317383
	Iteration 34Q: 3 clusters Score -811177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -811184.625000 Penalty: 2925.317383
	Iteration 35Q: 3 clusters Score -811184.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -811186.437500 Penalty: 2925.317383
	Iteration 36Q: 3 clusters Score -811186.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -811190.687500 Penalty: 2925.317383
	Iteration 37Q: 3 clusters Score -811190.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -811193.437500 Penalty: 2925.317383
	Iteration 38Q: 3 clusters Score -811193.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -811195.375000 Penalty: 2925.317383
	Iteration 39Q: 3 clusters Score -811195.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -811198.750000 Penalty: 2925.317383
	Iteration 40F: 3 clusters Score -811198.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -811200.812500 Penalty: 2925.317383
	Iteration 41Q: 3 clusters Score -811200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -811200.875000 Penalty: 2925.317383
	Iteration 42Q: 3 clusters Score -811200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -811201.562500 Penalty: 2925.317383
	Iteration 43Q: 3 clusters Score -811201.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -811203.062500 Penalty: 2925.317383
	Iteration 44Q: 3 clusters Score -811203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -811202.875000 Penalty: 2925.317383
	Iteration 45Q: 3 clusters Score -811202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -811202.875000 Penalty: 2925.317383
	Iteration 46F: 3 clusters Score -811202.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 86155 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Entering Unmasked Estep 
Score: -40113232.000000 Penalty: 74870.703125
Splitting cluster 1 changes total score from -40113088.000000 to -40113232.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 2 (86155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Entering Unmasked Estep 
Score: -9886383.000000 Penalty: 1846.634277
	Iteration 0F: 2 clusters Score -9886383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -9828833.000000 Penalty: 3693.268555
	Iteration 0F: 3 clusters Score -9828833 nChanged 41017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -9852501.000000 Penalty: 3693.268555
	Iteration 1F: 3 clusters Score -9852501 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -9853323.000000 Penalty: 3693.268555
	Iteration 2Q: 3 clusters Score -9853323 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -9854180.000000 Penalty: 3693.268555
	Iteration 3Q: 3 clusters Score -9854180 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -9855163.000000 Penalty: 3693.268555
	Iteration 4Q: 3 clusters Score -9855163 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -9856366.000000 Penalty: 3693.268555
	Iteration 5Q: 3 clusters Score -9856366 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -9857761.000000 Penalty: 3693.268555
	Iteration 6Q: 3 clusters Score -9857761 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -9859230.000000 Penalty: 3693.268555
	Iteration 7Q: 3 clusters Score -9859230 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -9861113.000000 Penalty: 3693.268555
	Iteration 8Q: 3 clusters Score -9861113 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -9863605.000000 Penalty: 3693.268555
	Iteration 9Q: 3 clusters Score -9863605 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -9866333.000000 Penalty: 3693.268555
	Iteration 10F: 3 clusters Score -9866333 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -9868544.000000 Penalty: 3693.268555
	Iteration 11Q: 3 clusters Score -9868544 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -9869689.000000 Penalty: 3693.268555
	Iteration 12Q: 3 clusters Score -9869689 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51009 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -9870193.000000 Penalty: 3693.268555
	Iteration 13Q: 3 clusters Score -9870193 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -9870408.000000 Penalty: 3693.268555
	Iteration 14Q: 3 clusters Score -9870408 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 33929 members 
Entering Unmasked Estep 
Score: -9870510.000000 Penalty: 3693.268555
	Iteration 15Q: 3 clusters Score -9870510 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52928 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -9870632.000000 Penalty: 3693.268555
	Iteration 16Q: 3 clusters Score -9870632 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53688 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -9870739.000000 Penalty: 3693.268555
	Iteration 17Q: 3 clusters Score -9870739 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 31629 members 
Entering Unmasked Estep 
Score: -9870892.000000 Penalty: 3693.268555
	Iteration 18Q: 3 clusters Score -9870892 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55473 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -9871116.000000 Penalty: 3693.268555
	Iteration 19Q: 3 clusters Score -9871116 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56520 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -9871348.000000 Penalty: 3693.268555
	Iteration 20F: 3 clusters Score -9871348 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -9871691.000000 Penalty: 3693.268555
	Iteration 21Q: 3 clusters Score -9871691 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58923 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -9872022.000000 Penalty: 3693.268555
	Iteration 22Q: 3 clusters Score -9872022 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60300 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -9872446.000000 Penalty: 3693.268555
	Iteration 23Q: 3 clusters Score -9872446 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61765 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -9872909.000000 Penalty: 3693.268555
	Iteration 24Q: 3 clusters Score -9872909 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63255 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -9873451.000000 Penalty: 3693.268555
	Iteration 25Q: 3 clusters Score -9873451 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -9873911.000000 Penalty: 3693.268555
	Iteration 26Q: 3 clusters Score -9873911 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -9874399.000000 Penalty: 3693.268555
	Iteration 27Q: 3 clusters Score -9874399 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67888 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -9874997.000000 Penalty: 3693.268555
	Iteration 28Q: 3 clusters Score -9874997 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69562 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -9875660.000000 Penalty: 3693.268555
	Iteration 29Q: 3 clusters Score -9875660 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71227 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -9876347.000000 Penalty: 3693.268555
	Iteration 30Q: 3 clusters Score -9876347 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72977 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -9877188.000000 Penalty: 3693.268555
	Iteration 31Q: 3 clusters Score -9877188 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74654 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -9878063.000000 Penalty: 3693.268555
	Iteration 32Q: 3 clusters Score -9878063 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76248 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -9878946.000000 Penalty: 3693.268555
	Iteration 33Q: 3 clusters Score -9878946 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77708 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -9879753.000000 Penalty: 3693.268555
	Iteration 34Q: 3 clusters Score -9879753 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79078 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -9880502.000000 Penalty: 3693.268555
	Iteration 35Q: 3 clusters Score -9880502 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80285 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -9881233.000000 Penalty: 3693.268555
	Iteration 36Q: 3 clusters Score -9881233 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81343 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -9881902.000000 Penalty: 3693.268555
	Iteration 37Q: 3 clusters Score -9881902 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82280 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -9882435.000000 Penalty: 3693.268555
	Iteration 38Q: 3 clusters Score -9882435 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -9882900.000000 Penalty: 3693.268555
	Iteration 39Q: 3 clusters Score -9882900 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83710 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9883405.000000 Penalty: 3693.268555
	Iteration 40F: 3 clusters Score -9883405 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84264 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9883728.000000 Penalty: 3693.268555
	Iteration 41Q: 3 clusters Score -9883728 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9884006.000000 Penalty: 3693.268555
	Iteration 42Q: 3 clusters Score -9884006 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9884237.000000 Penalty: 3693.268555
	Iteration 43Q: 3 clusters Score -9884237 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9884416.000000 Penalty: 3693.268555
	Iteration 44Q: 3 clusters Score -9884416 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9884584.000000 Penalty: 3693.268555
	Iteration 45Q: 3 clusters Score -9884584 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85597 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9884667.000000 Penalty: 3693.268555
	Iteration 46Q: 3 clusters Score -9884667 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85672 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9884750.000000 Penalty: 3693.268555
	Iteration 47Q: 3 clusters Score -9884750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85716 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9884796.000000 Penalty: 3693.268555
	Iteration 48Q: 3 clusters Score -9884796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85756 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9884845.000000 Penalty: 3693.268555
	Iteration 49Q: 3 clusters Score -9884845 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85787 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9884860.000000 Penalty: 3693.268555
	Iteration 50Q: 3 clusters Score -9884860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85802 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9884879.000000 Penalty: 3693.268555
	Iteration 51Q: 3 clusters Score -9884879 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9884897.000000 Penalty: 3693.268555
	Iteration 52Q: 3 clusters Score -9884897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85843 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9884930.000000 Penalty: 3693.268555
	Iteration 53Q: 3 clusters Score -9884930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85852 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9884948.000000 Penalty: 3693.268555
	Iteration 54Q: 3 clusters Score -9884948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85864 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9884976.000000 Penalty: 3693.268555
	Iteration 55Q: 3 clusters Score -9884976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9885009.000000 Penalty: 3693.268555
	Iteration 56Q: 3 clusters Score -9885009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9885023.000000 Penalty: 3693.268555
	Iteration 57Q: 3 clusters Score -9885023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85903 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9885063.000000 Penalty: 3693.268555
	Iteration 58Q: 3 clusters Score -9885063 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9885078.000000 Penalty: 3693.268555
	Iteration 59Q: 3 clusters Score -9885078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -9885128.000000 Penalty: 3693.268555
	Iteration 60F: 3 clusters Score -9885128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85924 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9885162.000000 Penalty: 3693.268555
	Iteration 61Q: 3 clusters Score -9885162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85927 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -9885225.000000 Penalty: 3693.268555
	Iteration 62Q: 3 clusters Score -9885225 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85933 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -9885247.000000 Penalty: 3693.268555
	Iteration 63Q: 3 clusters Score -9885247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85940 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9885269.000000 Penalty: 3693.268555
	Iteration 64Q: 3 clusters Score -9885269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85943 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9885310.000000 Penalty: 3693.268555
	Iteration 65Q: 3 clusters Score -9885310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85948 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9885347.000000 Penalty: 3693.268555
	Iteration 66Q: 3 clusters Score -9885347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9885389.000000 Penalty: 3693.268555
	Iteration 67Q: 3 clusters Score -9885389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85964 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -9885413.000000 Penalty: 3693.268555
	Iteration 68Q: 3 clusters Score -9885413 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9885485.000000 Penalty: 3693.268555
	Iteration 69Q: 3 clusters Score -9885485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9885534.000000 Penalty: 3693.268555
	Iteration 70Q: 3 clusters Score -9885534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85981 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9885620.000000 Penalty: 3693.268555
	Iteration 71Q: 3 clusters Score -9885620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85992 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -9885739.000000 Penalty: 3693.268555
	Iteration 72Q: 3 clusters Score -9885739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86001 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -9885821.000000 Penalty: 3693.268555
	Iteration 73Q: 3 clusters Score -9885821 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86014 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -9885935.000000 Penalty: 3693.268555
	Iteration 74Q: 3 clusters Score -9885935 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86027 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -9886055.000000 Penalty: 3693.268555
	Iteration 75Q: 3 clusters Score -9886055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86040 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -9886246.000000 Penalty: 3693.268555
	Iteration 76Q: 3 clusters Score -9886246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86050 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -9886492.000000 Penalty: 3693.268555
	Iteration 77Q: 3 clusters Score -9886492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9886598.000000 Penalty: 3693.268555
	Iteration 78Q: 3 clusters Score -9886598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86054 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -9889134.000000 Penalty: 3693.268555
	Iteration 79F: 3 clusters Score -9889134 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85690 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9899161.000000 Penalty: 3693.268555
	Iteration 80F: 3 clusters Score -9899161 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85402 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -9900588.000000 Penalty: 3693.268555
	Iteration 81Q: 3 clusters Score -9900588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85405 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9900610.000000 Penalty: 3693.268555
	Iteration 82Q: 3 clusters Score -9900610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9900624.000000 Penalty: 3693.268555
	Iteration 83Q: 3 clusters Score -9900624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9900624.000000 Penalty: 3693.268555
	Iteration 84F: 3 clusters Score -9900624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 5429 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Entering Unmasked Estep 
Score: -40127204.000000 Penalty: 76950.445312
Splitting cluster 2 changes total score from -40113088.000000 to -40127204.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (5429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Entering Unmasked Estep 
Score: -594451.625000 Penalty: 1397.420410
	Iteration 0F: 2 clusters Score -594451.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -590261.437500 Penalty: 2794.840820
	Iteration 0F: 3 clusters Score -590261.4 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -591695.437500 Penalty: 2794.840820
	Iteration 1F: 3 clusters Score -591695.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -592291.312500 Penalty: 2794.840820
	Iteration 2F: 3 clusters Score -592291.3 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -593168.250000 Penalty: 2794.840820
	Iteration 3F: 3 clusters Score -593168.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -594311.062500 Penalty: 2794.840820
	Iteration 4F: 3 clusters Score -594311.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -595206.187500 Penalty: 2794.840820
	Iteration 5F: 3 clusters Score -595206.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -595567.125000 Penalty: 2794.840820
	Iteration 6F: 3 clusters Score -595567.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -595652.500000 Penalty: 2794.840820
	Iteration 7Q: 3 clusters Score -595652.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -595694.812500 Penalty: 2794.840820
	Iteration 8Q: 3 clusters Score -595694.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -595711.250000 Penalty: 2794.840820
	Iteration 9Q: 3 clusters Score -595711.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -595722.687500 Penalty: 2794.840820
	Iteration 10Q: 3 clusters Score -595722.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -595733.750000 Penalty: 2794.840820
	Iteration 11Q: 3 clusters Score -595733.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -595740.812500 Penalty: 2794.840820
	Iteration 12Q: 3 clusters Score -595740.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -595744.000000 Penalty: 2794.840820
	Iteration 13Q: 3 clusters Score -595744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -595745.687500 Penalty: 2794.840820
	Iteration 14Q: 3 clusters Score -595745.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -595749.312500 Penalty: 2794.840820
	Iteration 15Q: 3 clusters Score -595749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -595752.500000 Penalty: 2794.840820
	Iteration 16Q: 3 clusters Score -595752.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -595755.000000 Penalty: 2794.840820
	Iteration 17Q: 3 clusters Score -595755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -595755.750000 Penalty: 2794.840820
	Iteration 18Q: 3 clusters Score -595755.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -595755.875000 Penalty: 2794.840820
	Iteration 19Q: 3 clusters Score -595755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -595755.625000 Penalty: 2794.840820
	Iteration 20F: 3 clusters Score -595755.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 1337 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Entering Unmasked Estep 
Score: -40127616.000000 Penalty: 79030.187500
Splitting cluster 3 changes total score from -40113088.000000 to -40127616.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 4 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -411536.656250 Penalty: 1330.752197
	Iteration 0F: 2 clusters Score -411536.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -408426.843750 Penalty: 2661.504395
	Iteration 0F: 3 clusters Score -408426.8 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -409221.843750 Penalty: 2661.504395
	Iteration 1F: 3 clusters Score -409221.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -409362.031250 Penalty: 2661.504395
	Iteration 2F: 3 clusters Score -409362 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -409447.375000 Penalty: 2661.504395
	Iteration 3Q: 3 clusters Score -409447.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -409508.906250 Penalty: 2661.504395
	Iteration 4Q: 3 clusters Score -409508.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -409569.062500 Penalty: 2661.504395
	Iteration 5Q: 3 clusters Score -409569.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -409624.875000 Penalty: 2661.504395
	Iteration 6Q: 3 clusters Score -409624.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -409685.531250 Penalty: 2661.504395
	Iteration 7Q: 3 clusters Score -409685.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -409749.156250 Penalty: 2661.504395
	Iteration 8Q: 3 clusters Score -409749.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -409813.531250 Penalty: 2661.504395
	Iteration 9Q: 3 clusters Score -409813.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -409859.625000 Penalty: 2661.504395
	Iteration 10Q: 3 clusters Score -409859.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -409898.187500 Penalty: 2661.504395
	Iteration 11Q: 3 clusters Score -409898.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -409944.718750 Penalty: 2661.504395
	Iteration 12Q: 3 clusters Score -409944.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -409988.781250 Penalty: 2661.504395
	Iteration 13Q: 3 clusters Score -409988.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -410036.875000 Penalty: 2661.504395
	Iteration 14Q: 3 clusters Score -410036.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -410089.468750 Penalty: 2661.504395
	Iteration 15Q: 3 clusters Score -410089.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -410138.781250 Penalty: 2661.504395
	Iteration 16Q: 3 clusters Score -410138.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -410185.968750 Penalty: 2661.504395
	Iteration 17Q: 3 clusters Score -410186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -410218.906250 Penalty: 2661.504395
	Iteration 18Q: 3 clusters Score -410218.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -410261.593750 Penalty: 2661.504395
	Iteration 19Q: 3 clusters Score -410261.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -410294.687500 Penalty: 2661.504395
	Iteration 20F: 3 clusters Score -410294.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -410318.875000 Penalty: 2661.504395
	Iteration 21Q: 3 clusters Score -410318.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -410343.593750 Penalty: 2661.504395
	Iteration 22Q: 3 clusters Score -410343.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -410363.031250 Penalty: 2661.504395
	Iteration 23Q: 3 clusters Score -410363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -410370.875000 Penalty: 2661.504395
	Iteration 24Q: 3 clusters Score -410370.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -410376.531250 Penalty: 2661.504395
	Iteration 25Q: 3 clusters Score -410376.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -410384.531250 Penalty: 2661.504395
	Iteration 26Q: 3 clusters Score -410384.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -410393.718750 Penalty: 2661.504395
	Iteration 27Q: 3 clusters Score -410393.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -410400.187500 Penalty: 2661.504395
	Iteration 28Q: 3 clusters Score -410400.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -410409.468750 Penalty: 2661.504395
	Iteration 29Q: 3 clusters Score -410409.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -410417.562500 Penalty: 2661.504395
	Iteration 30Q: 3 clusters Score -410417.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -410422.406250 Penalty: 2661.504395
	Iteration 31Q: 3 clusters Score -410422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -410427.281250 Penalty: 2661.504395
	Iteration 32Q: 3 clusters Score -410427.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -410430.062500 Penalty: 2661.504395
	Iteration 33Q: 3 clusters Score -410430.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -410430.968750 Penalty: 2661.504395
	Iteration 34Q: 3 clusters Score -410431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -410431.218750 Penalty: 2661.504395
	Iteration 35Q: 3 clusters Score -410431.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -410431.312500 Penalty: 2661.504395
	Iteration 36Q: 3 clusters Score -410431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -410431.312500 Penalty: 2661.504395
	Iteration 37F: 3 clusters Score -410431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Entering Unmasked Estep 
Score: -5173935.500000 Penalty: 1738.834717
	Iteration 0F: 2 clusters Score -5173936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -5144415.500000 Penalty: 3477.669434
	Iteration 0F: 3 clusters Score -5144416 nChanged 20666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -5156360.500000 Penalty: 3477.669434
	Iteration 1F: 3 clusters Score -5156360 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
Score: -5157542.500000 Penalty: 3477.669434
	Iteration 2Q: 3 clusters Score -5157542 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -5159053.000000 Penalty: 3477.669434
	Iteration 3F: 3 clusters Score -5159053 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5161075.500000 Penalty: 3477.669434
	Iteration 4F: 3 clusters Score -5161076 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20504 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -5163571.000000 Penalty: 3477.669434
	Iteration 5F: 3 clusters Score -5163571 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5166050.000000 Penalty: 3477.669434
	Iteration 6F: 3 clusters Score -5166050 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -5167851.000000 Penalty: 3477.669434
	Iteration 7F: 3 clusters Score -5167851 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -5168621.500000 Penalty: 3477.669434
	Iteration 8Q: 3 clusters Score -5168622 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -5169026.500000 Penalty: 3477.669434
	Iteration 9Q: 3 clusters Score -5169026 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -5169258.000000 Penalty: 3477.669434
	Iteration 10Q: 3 clusters Score -5169258 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -5169437.000000 Penalty: 3477.669434
	Iteration 11Q: 3 clusters Score -5169437 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 27838 members 
Entering Unmasked Estep 
Score: -5169590.500000 Penalty: 3477.669434
	Iteration 12Q: 3 clusters Score -5169590 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -5169707.000000 Penalty: 3477.669434
	Iteration 13Q: 3 clusters Score -5169707 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -5169844.500000 Penalty: 3477.669434
	Iteration 14Q: 3 clusters Score -5169844 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -5169949.000000 Penalty: 3477.669434
	Iteration 15Q: 3 clusters Score -5169949 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -5170030.500000 Penalty: 3477.669434
	Iteration 16Q: 3 clusters Score -5170030 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -5170077.500000 Penalty: 3477.669434
	Iteration 17Q: 3 clusters Score -5170078 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -5170168.500000 Penalty: 3477.669434
	Iteration 18Q: 3 clusters Score -5170168 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5170223.500000 Penalty: 3477.669434
	Iteration 19Q: 3 clusters Score -5170224 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -5170314.500000 Penalty: 3477.669434
	Iteration 20F: 3 clusters Score -5170314 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -5170374.500000 Penalty: 3477.669434
	Iteration 21Q: 3 clusters Score -5170374 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 31318 members 
Entering Unmasked Estep 
Score: -5170422.500000 Penalty: 3477.669434
	Iteration 22Q: 3 clusters Score -5170422 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -5170471.000000 Penalty: 3477.669434
	Iteration 23Q: 3 clusters Score -5170471 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 31977 members 
Entering Unmasked Estep 
Score: -5170516.500000 Penalty: 3477.669434
	Iteration 24Q: 3 clusters Score -5170516 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -5170564.000000 Penalty: 3477.669434
	Iteration 25Q: 3 clusters Score -5170564 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -5170626.000000 Penalty: 3477.669434
	Iteration 26Q: 3 clusters Score -5170626 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 33030 members 
Entering Unmasked Estep 
Score: -5170686.000000 Penalty: 3477.669434
	Iteration 27Q: 3 clusters Score -5170686 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 33412 members 
Entering Unmasked Estep 
Score: -5170750.500000 Penalty: 3477.669434
	Iteration 28Q: 3 clusters Score -5170750 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -5170818.000000 Penalty: 3477.669434
	Iteration 29Q: 3 clusters Score -5170818 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -5170921.000000 Penalty: 3477.669434
	Iteration 30Q: 3 clusters Score -5170921 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -5170975.500000 Penalty: 3477.669434
	Iteration 31Q: 3 clusters Score -5170976 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -5171081.000000 Penalty: 3477.669434
	Iteration 32Q: 3 clusters Score -5171081 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -5171136.500000 Penalty: 3477.669434
	Iteration 33Q: 3 clusters Score -5171136 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -5171224.500000 Penalty: 3477.669434
	Iteration 34Q: 3 clusters Score -5171224 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -5171315.000000 Penalty: 3477.669434
	Iteration 35Q: 3 clusters Score -5171315 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -5171390.500000 Penalty: 3477.669434
	Iteration 36Q: 3 clusters Score -5171390 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -5171496.500000 Penalty: 3477.669434
	Iteration 37Q: 3 clusters Score -5171496 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -5171650.000000 Penalty: 3477.669434
	Iteration 38Q: 3 clusters Score -5171650 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 37603 members 
Entering Unmasked Estep 
Score: -5171742.500000 Penalty: 3477.669434
	Iteration 39Q: 3 clusters Score -5171742 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -5171826.000000 Penalty: 3477.669434
	Iteration 40F: 3 clusters Score -5171826 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -5171936.500000 Penalty: 3477.669434
	Iteration 41Q: 3 clusters Score -5171936 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -5172023.500000 Penalty: 3477.669434
	Iteration 42Q: 3 clusters Score -5172024 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -5172129.500000 Penalty: 3477.669434
	Iteration 43Q: 3 clusters Score -5172130 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -5172223.000000 Penalty: 3477.669434
	Iteration 44Q: 3 clusters Score -5172223 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -5172297.500000 Penalty: 3477.669434
	Iteration 45Q: 3 clusters Score -5172298 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -5172403.000000 Penalty: 3477.669434
	Iteration 46Q: 3 clusters Score -5172403 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -5172489.000000 Penalty: 3477.669434
	Iteration 47Q: 3 clusters Score -5172489 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5172547.500000 Penalty: 3477.669434
	Iteration 48Q: 3 clusters Score -5172548 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 40498 members 
Entering Unmasked Estep 
Score: -5172609.000000 Penalty: 3477.669434
	Iteration 49Q: 3 clusters Score -5172609 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -5172642.000000 Penalty: 3477.669434
	Iteration 50Q: 3 clusters Score -5172642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -5172667.000000 Penalty: 3477.669434
	Iteration 51Q: 3 clusters Score -5172667 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -5172691.500000 Penalty: 3477.669434
	Iteration 52Q: 3 clusters Score -5172692 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -5172723.000000 Penalty: 3477.669434
	Iteration 53Q: 3 clusters Score -5172723 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 41192 members 
Entering Unmasked Estep 
Score: -5172749.500000 Penalty: 3477.669434
	Iteration 54Q: 3 clusters Score -5172750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -5172780.500000 Penalty: 3477.669434
	Iteration 55Q: 3 clusters Score -5172780 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5172788.000000 Penalty: 3477.669434
	Iteration 56Q: 3 clusters Score -5172788 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -5172796.500000 Penalty: 3477.669434
	Iteration 57Q: 3 clusters Score -5172796 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -5172813.000000 Penalty: 3477.669434
	Iteration 58Q: 3 clusters Score -5172813 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -5172823.500000 Penalty: 3477.669434
	Iteration 59Q: 3 clusters Score -5172824 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5172840.500000 Penalty: 3477.669434
	Iteration 60F: 3 clusters Score -5172840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -5172841.500000 Penalty: 3477.669434
	Iteration 61Q: 3 clusters Score -5172842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -5172852.500000 Penalty: 3477.669434
	Iteration 62Q: 3 clusters Score -5172852 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5172860.000000 Penalty: 3477.669434
	Iteration 63Q: 3 clusters Score -5172860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -5172883.500000 Penalty: 3477.669434
	Iteration 64Q: 3 clusters Score -5172884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -5172901.000000 Penalty: 3477.669434
	Iteration 65Q: 3 clusters Score -5172901 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5172905.000000 Penalty: 3477.669434
	Iteration 66Q: 3 clusters Score -5172905 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5172911.000000 Penalty: 3477.669434
	Iteration 67Q: 3 clusters Score -5172911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -5172911.000000 Penalty: 3477.669434
	Iteration 68Q: 3 clusters Score -5172911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
Score: -5172915.500000 Penalty: 3477.669434
	Iteration 69Q: 3 clusters Score -5172916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -5172920.500000 Penalty: 3477.669434
	Iteration 70Q: 3 clusters Score -5172920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5172919.000000 Penalty: 3477.669434
	Iteration 71Q: 3 clusters Score -5172919 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -5172927.000000 Penalty: 3477.669434
	Iteration 72Q: 3 clusters Score -5172927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -5172931.500000 Penalty: 3477.669434
	Iteration 73Q: 3 clusters Score -5172932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -5172934.000000 Penalty: 3477.669434
	Iteration 74Q: 3 clusters Score -5172934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -5172941.500000 Penalty: 3477.669434
	Iteration 75Q: 3 clusters Score -5172942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -5172942.500000 Penalty: 3477.669434
	Iteration 76Q: 3 clusters Score -5172942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -5172939.000000 Penalty: 3477.669434
	Iteration 77Q: 3 clusters Score -5172939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5172942.000000 Penalty: 3477.669434
	Iteration 78Q: 3 clusters Score -5172942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -5172946.500000 Penalty: 3477.669434
	Iteration 79Q: 3 clusters Score -5172946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -5172948.000000 Penalty: 3477.669434
	Iteration 80F: 3 clusters Score -5172948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -5172943.500000 Penalty: 3477.669434
	Iteration 81Q: 3 clusters Score -5172944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -5172942.500000 Penalty: 3477.669434
	Iteration 82Q: 3 clusters Score -5172942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -5172942.500000 Penalty: 3477.669434
	Iteration 83F: 3 clusters Score -5172942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Entering Unmasked Estep 
Score: -233435.156250 Penalty: 1239.555054
	Iteration 0F: 2 clusters Score -233435.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -231297.187500 Penalty: 2479.110107
	Iteration 0F: 3 clusters Score -231297.2 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231751.984375 Penalty: 2479.110107
	Iteration 1F: 3 clusters Score -231752 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -231844.453125 Penalty: 2479.110107
	Iteration 2F: 3 clusters Score -231844.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -231899.203125 Penalty: 2479.110107
	Iteration 3Q: 3 clusters Score -231899.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231933.953125 Penalty: 2479.110107
	Iteration 4Q: 3 clusters Score -231934 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -231961.515625 Penalty: 2479.110107
	Iteration 5Q: 3 clusters Score -231961.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -231977.671875 Penalty: 2479.110107
	Iteration 6Q: 3 clusters Score -231977.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231998.343750 Penalty: 2479.110107
	Iteration 7Q: 3 clusters Score -231998.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232008.125000 Penalty: 2479.110107
	Iteration 8Q: 3 clusters Score -232008.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -232017.750000 Penalty: 2479.110107
	Iteration 9Q: 3 clusters Score -232017.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232023.000000 Penalty: 2479.110107
	Iteration 10Q: 3 clusters Score -232023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232027.031250 Penalty: 2479.110107
	Iteration 11Q: 3 clusters Score -232027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232031.593750 Penalty: 2479.110107
	Iteration 12Q: 3 clusters Score -232031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232038.046875 Penalty: 2479.110107
	Iteration 13Q: 3 clusters Score -232038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232040.234375 Penalty: 2479.110107
	Iteration 14Q: 3 clusters Score -232040.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232041.375000 Penalty: 2479.110107
	Iteration 15Q: 3 clusters Score -232041.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -232042.703125 Penalty: 2479.110107
	Iteration 16Q: 3 clusters Score -232042.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -232043.687500 Penalty: 2479.110107
	Iteration 17Q: 3 clusters Score -232043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232045.250000 Penalty: 2479.110107
	Iteration 18Q: 3 clusters Score -232045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232047.500000 Penalty: 2479.110107
	Iteration 19Q: 3 clusters Score -232047.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232049.500000 Penalty: 2479.110107
	Iteration 20F: 3 clusters Score -232049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232052.328125 Penalty: 2479.110107
	Iteration 21Q: 3 clusters Score -232052.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232054.578125 Penalty: 2479.110107
	Iteration 22Q: 3 clusters Score -232054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232057.796875 Penalty: 2479.110107
	Iteration 23Q: 3 clusters Score -232057.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -232060.875000 Penalty: 2479.110107
	Iteration 24Q: 3 clusters Score -232060.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232061.531250 Penalty: 2479.110107
	Iteration 25Q: 3 clusters Score -232061.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -232062.234375 Penalty: 2479.110107
	Iteration 26Q: 3 clusters Score -232062.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -232062.687500 Penalty: 2479.110107
	Iteration 27Q: 3 clusters Score -232062.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232062.515625 Penalty: 2479.110107
	Iteration 28Q: 3 clusters Score -232062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -232062.515625 Penalty: 2479.110107
	Iteration 29F: 3 clusters Score -232062.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Entering Unmasked Estep 
Score: -2427462.750000 Penalty: 1617.901489
	Iteration 0F: 2 clusters Score -2427463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2413151.750000 Penalty: 3235.802979
	Iteration 0F: 3 clusters Score -2413152 nChanged 9503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2418438.750000 Penalty: 3235.802979
	Iteration 1F: 3 clusters Score -2418439 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2418935.500000 Penalty: 3235.802979
	Iteration 2F: 3 clusters Score -2418936 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -2419465.000000 Penalty: 3235.802979
	Iteration 3F: 3 clusters Score -2419465 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2420094.250000 Penalty: 3235.802979
	Iteration 4F: 3 clusters Score -2420094 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2420799.250000 Penalty: 3235.802979
	Iteration 5F: 3 clusters Score -2420799 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -2421531 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -2422206 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -2422806 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -2423289 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -2423713 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -2424149 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2424560 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2424921 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -2425146 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2425295 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2425388 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -2425434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -2425464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -2425486 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -2425508 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -2425508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2425514.000000 Penalty: 3235.802979
	Iteration 22Q: 3 clusters Score -2425514 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -2425518.250000 Penalty: 3235.802979
	Iteration 23Q: 3 clusters Score -2425518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -2425526.500000 Penalty: 3235.802979
	Iteration 24Q: 3 clusters Score -2425526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -2425533.750000 Penalty: 3235.802979
	Iteration 25Q: 3 clusters Score -2425534 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -2425550.250000 Penalty: 3235.802979
	Iteration 26Q: 3 clusters Score -2425550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -2425550 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2425552.750000 Penalty: 3235.802979
	Iteration 28Q: 3 clusters Score -2425553 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -2425553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -2425554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -2425552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -2425560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2425561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -2425565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -2425567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -2425569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -2425567 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -2425568 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -2425572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -2425573.750000 Penalty: 3235.802979
	Iteration 40F: 3 clusters Score -2425574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -2425574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -2425576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -2425578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -2425576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -2425577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -2425576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -2425578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2425581.250000 Penalty: 3235.802979
	Iteration 48Q: 3 clusters Score -2425581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -2425583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -2425575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -2425578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2425578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -2425580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2425582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -2425584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -2425584 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -2425584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2425587.000000 Penalty: 3235.802979
	Iteration 58Q: 3 clusters Score -2425587 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2425586 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2425595.750000 Penalty: 3235.802979
	Iteration 60F: 3 clusters Score -2425596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -2425596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2425597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2425595 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -2425592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2425596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2425594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2425596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -2425597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -2425601.000000 Penalty: 3235.802979
	Iteration 69Q: 3 clusters Score -2425601 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -2425605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -2425607 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -2425610 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2425610 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2425610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2425610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2425613.750000 Penalty: 3235.802979
	Iteration 76Q: 3 clusters Score -2425614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2425622.000000 Penalty: 3235.802979
	Iteration 77Q: 3 clusters Score -2425622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -2425620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2425620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2425622.750000 Penalty: 3235.802979
	Iteration 80F: 3 clusters Score -2425623 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -2425621.750000 Penalty: 3235.802979
	Iteration 81Q: 3 clusters Score -2425622 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16946 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2425626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2425620 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2425620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16986 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2425621 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 4089 members 
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	Iteration 86Q: 3 clusters Score -2425620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2425623.250000 Penalty: 3235.802979
	Iteration 87Q: 3 clusters Score -2425623 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2425628 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2425632 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -2425629 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2425632 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2425635 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2425637 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2425645 nChanged 7
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Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2425642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -2425644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -2425641 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -2425645 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2425647.250000 Penalty: 3235.802979
	Iteration 99Q: 3 clusters Score -2425647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2425646.750000 Penalty: 3235.802979
	Iteration 100F: 3 clusters Score -2425647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2425642.500000 Penalty: 3235.802979
	Iteration 101Q: 3 clusters Score -2425642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2425647.500000 Penalty: 3235.802979
	Iteration 102Q: 3 clusters Score -2425648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2425646.000000 Penalty: 3235.802979
	Iteration 103Q: 3 clusters Score -2425646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2425646.750000 Penalty: 3235.802979
	Iteration 104Q: 3 clusters Score -2425647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2425647.500000 Penalty: 3235.802979
	Iteration 105Q: 3 clusters Score -2425648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2425649.500000 Penalty: 3235.802979
	Iteration 106Q: 3 clusters Score -2425650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -2425652.250000 Penalty: 3235.802979
	Iteration 107Q: 3 clusters Score -2425652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2425650.500000 Penalty: 3235.802979
	Iteration 108Q: 3 clusters Score -2425650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -2425651.000000 Penalty: 3235.802979
	Iteration 109Q: 3 clusters Score -2425651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2425648.750000 Penalty: 3235.802979
	Iteration 110Q: 3 clusters Score -2425649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2425648.750000 Penalty: 3235.802979
	Iteration 111F: 3 clusters Score -2425649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Entering Unmasked Estep 
Score: -489623.000000 Penalty: 1360.025635
	Iteration 0F: 2 clusters Score -489623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -486131.593750 Penalty: 2720.051270
	Iteration 0F: 3 clusters Score -486131.6 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -487095.406250 Penalty: 2720.051270
	Iteration 1F: 3 clusters Score -487095.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -487261.218750 Penalty: 2720.051270
	Iteration 2F: 3 clusters Score -487261.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -487380.500000 Penalty: 2720.051270
	Iteration 3F: 3 clusters Score -487380.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -487508.156250 Penalty: 2720.051270
	Iteration 4Q: 3 clusters Score -487508.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -487636.937500 Penalty: 2720.051270
	Iteration 5Q: 3 clusters Score -487636.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -487762.375000 Penalty: 2720.051270
	Iteration 6Q: 3 clusters Score -487762.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -487881.750000 Penalty: 2720.051270
	Iteration 7Q: 3 clusters Score -487881.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -487997.843750 Penalty: 2720.051270
	Iteration 8Q: 3 clusters Score -487997.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -488115.062500 Penalty: 2720.051270
	Iteration 9Q: 3 clusters Score -488115.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -488220.187500 Penalty: 2720.051270
	Iteration 10Q: 3 clusters Score -488220.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -488304.468750 Penalty: 2720.051270
	Iteration 11Q: 3 clusters Score -488304.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -488378.125000 Penalty: 2720.051270
	Iteration 12Q: 3 clusters Score -488378.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -488440.687500 Penalty: 2720.051270
	Iteration 13Q: 3 clusters Score -488440.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -488494.468750 Penalty: 2720.051270
	Iteration 14Q: 3 clusters Score -488494.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -488537.156250 Penalty: 2720.051270
	Iteration 15Q: 3 clusters Score -488537.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -488585.937500 Penalty: 2720.051270
	Iteration 16Q: 3 clusters Score -488585.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -488614.687500 Penalty: 2720.051270
	Iteration 17Q: 3 clusters Score -488614.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -488635.468750 Penalty: 2720.051270
	Iteration 18Q: 3 clusters Score -488635.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -488651.312500 Penalty: 2720.051270
	Iteration 19Q: 3 clusters Score -488651.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -488661.906250 Penalty: 2720.051270
	Iteration 20F: 3 clusters Score -488661.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -488672.187500 Penalty: 2720.051270
	Iteration 21Q: 3 clusters Score -488672.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -488684.468750 Penalty: 2720.051270
	Iteration 22Q: 3 clusters Score -488684.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -488695.906250 Penalty: 2720.051270
	Iteration 23Q: 3 clusters Score -488695.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -488707.375000 Penalty: 2720.051270
	Iteration 24Q: 3 clusters Score -488707.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -488717.531250 Penalty: 2720.051270
	Iteration 25Q: 3 clusters Score -488717.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -488723.750000 Penalty: 2720.051270
	Iteration 26Q: 3 clusters Score -488723.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -488728.906250 Penalty: 2720.051270
	Iteration 27Q: 3 clusters Score -488728.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -488734.187500 Penalty: 2720.051270
	Iteration 28Q: 3 clusters Score -488734.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -488736.812500 Penalty: 2720.051270
	Iteration 29Q: 3 clusters Score -488736.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -488738.093750 Penalty: 2720.051270
	Iteration 30Q: 3 clusters Score -488738.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -488741.000000 Penalty: 2720.051270
	Iteration 31Q: 3 clusters Score -488741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -488741.406250 Penalty: 2720.051270
	Iteration 32Q: 3 clusters Score -488741.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -488742.468750 Penalty: 2720.051270
	Iteration 33Q: 3 clusters Score -488742.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -488743.187500 Penalty: 2720.051270
	Iteration 34Q: 3 clusters Score -488743.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -488743.406250 Penalty: 2720.051270
	Iteration 35Q: 3 clusters Score -488743.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -488744.781250 Penalty: 2720.051270
	Iteration 36Q: 3 clusters Score -488744.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -488746.125000 Penalty: 2720.051270
	Iteration 37Q: 3 clusters Score -488746.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -488747.156250 Penalty: 2720.051270
	Iteration 38Q: 3 clusters Score -488747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -488747.062500 Penalty: 2720.051270
	Iteration 39Q: 3 clusters Score -488747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -488747.843750 Penalty: 2720.051270
	Iteration 40F: 3 clusters Score -488747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -488747.812500 Penalty: 2720.051270
	Iteration 41Q: 3 clusters Score -488747.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -488747.937500 Penalty: 2720.051270
	Iteration 42Q: 3 clusters Score -488747.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -488747.937500 Penalty: 2720.051270
	Iteration 43F: 3 clusters Score -488747.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -113551.039062 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -113551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112020.539062 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -112020.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -112772.546875 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -112772.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -113001.367188 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -113001.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -113122.007812 Penalty: 2339.409668
	Iteration 3F: 3 clusters Score -113122 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -113209.617188 Penalty: 2339.409668
	Iteration 4Q: 3 clusters Score -113209.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -113267.156250 Penalty: 2339.409668
	Iteration 5Q: 3 clusters Score -113267.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -113350.843750 Penalty: 2339.409668
	Iteration 6Q: 3 clusters Score -113350.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -113448.851562 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -113448.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -113537.906250 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -113537.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -113600.125000 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -113600.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -113625.468750 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -113625.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -113647.500000 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -113647.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -113663.726562 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -113663.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -113675.101562 Penalty: 2339.409668
	Iteration 13Q: 3 clusters Score -113675.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113693.820312 Penalty: 2339.409668
	Iteration 14Q: 3 clusters Score -113693.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113709.343750 Penalty: 2339.409668
	Iteration 15Q: 3 clusters Score -113709.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113726.812500 Penalty: 2339.409668
	Iteration 16Q: 3 clusters Score -113726.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -113746.898438 Penalty: 2339.409668
	Iteration 17Q: 3 clusters Score -113746.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113762.179688 Penalty: 2339.409668
	Iteration 18Q: 3 clusters Score -113762.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -113780.804688 Penalty: 2339.409668
	Iteration 19Q: 3 clusters Score -113780.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -113824.132812 Penalty: 2339.409668
	Iteration 20F: 3 clusters Score -113824.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113904.859375 Penalty: 2339.409668
	Iteration 21Q: 3 clusters Score -113904.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -114026.742188 Penalty: 2339.409668
	Iteration 22Q: 3 clusters Score -114026.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -114158.101562 Penalty: 2339.409668
	Iteration 23Q: 3 clusters Score -114158.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -114229.992188 Penalty: 2339.409668
	Iteration 24Q: 3 clusters Score -114230 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -114296.648438 Penalty: 2339.409668
	Iteration 25Q: 3 clusters Score -114296.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -114332.242188 Penalty: 2339.409668
	Iteration 26Q: 3 clusters Score -114332.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -114358.640625 Penalty: 2339.409668
	Iteration 27Q: 3 clusters Score -114358.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -114410.359375 Penalty: 2339.409668
	Iteration 28Q: 3 clusters Score -114410.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -114491.382812 Penalty: 2339.409668
	Iteration 29Q: 3 clusters Score -114491.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -114566.492188 Penalty: 2339.409668
	Iteration 30Q: 3 clusters Score -114566.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -114653.953125 Penalty: 2339.409668
	Iteration 31Q: 3 clusters Score -114654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -114717.125000 Penalty: 2339.409668
	Iteration 32Q: 3 clusters Score -114717.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -114786.015625 Penalty: 2339.409668
	Iteration 33Q: 3 clusters Score -114786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -114805.406250 Penalty: 2339.409668
	Iteration 34Q: 3 clusters Score -114805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -114808.460938 Penalty: 2339.409668
	Iteration 35Q: 3 clusters Score -114808.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -114829.664062 Penalty: 2339.409668
	Iteration 36Q: 3 clusters Score -114829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -114834.406250 Penalty: 2339.409668
	Iteration 37Q: 3 clusters Score -114834.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -114860.375000 Penalty: 2339.409668
	Iteration 38Q: 3 clusters Score -114860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -114864.132812 Penalty: 2339.409668
	Iteration 39Q: 3 clusters Score -114864.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -114901.976562 Penalty: 2339.409668
	Iteration 40F: 3 clusters Score -114902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -114925.023438 Penalty: 2339.409668
	Iteration 41Q: 3 clusters Score -114925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -114930.406250 Penalty: 2339.409668
	Iteration 42Q: 3 clusters Score -114930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114934.664062 Penalty: 2339.409668
	Iteration 43Q: 3 clusters Score -114934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -114934.664062 Penalty: 2339.409668
	Iteration 44F: 3 clusters Score -114934.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 2075 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 652 members 
Entering Unmasked Estep 
Score: -40128064.000000 Penalty: 81109.929688
Splitting cluster 9 changes total score from -40113088.000000 to -40128064.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -172406.109375 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -172406.1 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 793 members 
Entering Unmasked Estep 
Score: -170620.156250 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -170620.2 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -171041.343750 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -171041.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -171178.000000 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -171178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -171237.281250 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -171237.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -171285.828125 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -171285.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -171315.500000 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -171315.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -171341.796875 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -171341.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171373.140625 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -171373.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -171396.000000 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -171396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -171444.656250 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -171444.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -171500.421875 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -171500.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -171551.406250 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -171551.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -171596.515625 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -171596.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -171645.078125 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -171645.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -171699.437500 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -171699.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -171738.593750 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -171738.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -171773.359375 Penalty: 2392.859619
	Iteration 16Q: 3 clusters Score -171773.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -171800.093750 Penalty: 2392.859619
	Iteration 17Q: 3 clusters Score -171800.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -171815.125000 Penalty: 2392.859619
	Iteration 18Q: 3 clusters Score -171815.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -171825.765625 Penalty: 2392.859619
	Iteration 19Q: 3 clusters Score -171825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -171832.156250 Penalty: 2392.859619
	Iteration 20F: 3 clusters Score -171832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -171846.000000 Penalty: 2392.859619
	Iteration 21Q: 3 clusters Score -171846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -171849.156250 Penalty: 2392.859619
	Iteration 22Q: 3 clusters Score -171849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -171853.921875 Penalty: 2392.859619
	Iteration 23Q: 3 clusters Score -171853.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -171857.843750 Penalty: 2392.859619
	Iteration 24Q: 3 clusters Score -171857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -171865.390625 Penalty: 2392.859619
	Iteration 25Q: 3 clusters Score -171865.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -171870.312500 Penalty: 2392.859619
	Iteration 26Q: 3 clusters Score -171870.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -171878.640625 Penalty: 2392.859619
	Iteration 27Q: 3 clusters Score -171878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -171883.937500 Penalty: 2392.859619
	Iteration 28Q: 3 clusters Score -171883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -171896.828125 Penalty: 2392.859619
	Iteration 29Q: 3 clusters Score -171896.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -171898.968750 Penalty: 2392.859619
	Iteration 30Q: 3 clusters Score -171899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -171901.765625 Penalty: 2392.859619
	Iteration 31Q: 3 clusters Score -171901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -171905.953125 Penalty: 2392.859619
	Iteration 32Q: 3 clusters Score -171906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -171909.859375 Penalty: 2392.859619
	Iteration 33Q: 3 clusters Score -171909.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -171911.609375 Penalty: 2392.859619
	Iteration 34Q: 3 clusters Score -171911.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -171912.125000 Penalty: 2392.859619
	Iteration 35Q: 3 clusters Score -171912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -171913.218750 Penalty: 2392.859619
	Iteration 36Q: 3 clusters Score -171913.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -171913.828125 Penalty: 2392.859619
	Iteration 37Q: 3 clusters Score -171913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -171913.828125 Penalty: 2392.859619
	Iteration 38F: 3 clusters Score -171913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Entering Unmasked Estep 
Score: -570014.500000 Penalty: 1385.177490
	Iteration 0F: 2 clusters Score -570014.5 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 2480 members 
Entering Unmasked Estep 
Score: -566016.812500 Penalty: 2770.354980
	Iteration 0F: 3 clusters Score -566016.8 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -567177.937500 Penalty: 2770.354980
	Iteration 1F: 3 clusters Score -567177.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -567357.125000 Penalty: 2770.354980
	Iteration 2F: 3 clusters Score -567357.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -567467.812500 Penalty: 2770.354980
	Iteration 3Q: 3 clusters Score -567467.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -567547.062500 Penalty: 2770.354980
	Iteration 4Q: 3 clusters Score -567547.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -567612.812500 Penalty: 2770.354980
	Iteration 5Q: 3 clusters Score -567612.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -567674.250000 Penalty: 2770.354980
	Iteration 6Q: 3 clusters Score -567674.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -567727.750000 Penalty: 2770.354980
	Iteration 7Q: 3 clusters Score -567727.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -567781.937500 Penalty: 2770.354980
	Iteration 8Q: 3 clusters Score -567781.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -567831.187500 Penalty: 2770.354980
	Iteration 9Q: 3 clusters Score -567831.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -567884.000000 Penalty: 2770.354980
	Iteration 10Q: 3 clusters Score -567884 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -567922.375000 Penalty: 2770.354980
	Iteration 11Q: 3 clusters Score -567922.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -567952.312500 Penalty: 2770.354980
	Iteration 12Q: 3 clusters Score -567952.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -567976.812500 Penalty: 2770.354980
	Iteration 13Q: 3 clusters Score -567976.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -568002.812500 Penalty: 2770.354980
	Iteration 14Q: 3 clusters Score -568002.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -568021.687500 Penalty: 2770.354980
	Iteration 15Q: 3 clusters Score -568021.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -568045.375000 Penalty: 2770.354980
	Iteration 16Q: 3 clusters Score -568045.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -568067.687500 Penalty: 2770.354980
	Iteration 17Q: 3 clusters Score -568067.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -568088.687500 Penalty: 2770.354980
	Iteration 18Q: 3 clusters Score -568088.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -568109.312500 Penalty: 2770.354980
	Iteration 19Q: 3 clusters Score -568109.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -568124.375000 Penalty: 2770.354980
	Iteration 20F: 3 clusters Score -568124.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -568138.500000 Penalty: 2770.354980
	Iteration 21Q: 3 clusters Score -568138.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -568150.250000 Penalty: 2770.354980
	Iteration 22Q: 3 clusters Score -568150.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -568161.000000 Penalty: 2770.354980
	Iteration 23Q: 3 clusters Score -568161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -568172.875000 Penalty: 2770.354980
	Iteration 24Q: 3 clusters Score -568172.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -568185.187500 Penalty: 2770.354980
	Iteration 25Q: 3 clusters Score -568185.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -568197.625000 Penalty: 2770.354980
	Iteration 26Q: 3 clusters Score -568197.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -568210.187500 Penalty: 2770.354980
	Iteration 27Q: 3 clusters Score -568210.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -568219.125000 Penalty: 2770.354980
	Iteration 28Q: 3 clusters Score -568219.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -568223.312500 Penalty: 2770.354980
	Iteration 29Q: 3 clusters Score -568223.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -568225.937500 Penalty: 2770.354980
	Iteration 30Q: 3 clusters Score -568225.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -568226.812500 Penalty: 2770.354980
	Iteration 31Q: 3 clusters Score -568226.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -568230.937500 Penalty: 2770.354980
	Iteration 32Q: 3 clusters Score -568230.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -568234.500000 Penalty: 2770.354980
	Iteration 33Q: 3 clusters Score -568234.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -568237.750000 Penalty: 2770.354980
	Iteration 34Q: 3 clusters Score -568237.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -568243.125000 Penalty: 2770.354980
	Iteration 35Q: 3 clusters Score -568243.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -568253.750000 Penalty: 2770.354980
	Iteration 36Q: 3 clusters Score -568253.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -568262.062500 Penalty: 2770.354980
	Iteration 37Q: 3 clusters Score -568262.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -568267.250000 Penalty: 2770.354980
	Iteration 38Q: 3 clusters Score -568267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -568270.125000 Penalty: 2770.354980
	Iteration 39Q: 3 clusters Score -568270.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -568272.937500 Penalty: 2770.354980
	Iteration 40F: 3 clusters Score -568272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -568273.500000 Penalty: 2770.354980
	Iteration 41Q: 3 clusters Score -568273.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -568275.437500 Penalty: 2770.354980
	Iteration 42Q: 3 clusters Score -568275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -568277.125000 Penalty: 2770.354980
	Iteration 43Q: 3 clusters Score -568277.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -568279.375000 Penalty: 2770.354980
	Iteration 44Q: 3 clusters Score -568279.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -568279.625000 Penalty: 2770.354980
	Iteration 45Q: 3 clusters Score -568279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -568283.000000 Penalty: 2770.354980
	Iteration 46Q: 3 clusters Score -568283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -568283.375000 Penalty: 2770.354980
	Iteration 47Q: 3 clusters Score -568283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -568285.687500 Penalty: 2770.354980
	Iteration 48Q: 3 clusters Score -568285.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -568288.687500 Penalty: 2770.354980
	Iteration 49Q: 3 clusters Score -568288.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -568291.000000 Penalty: 2770.354980
	Iteration 50Q: 3 clusters Score -568291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -568293.187500 Penalty: 2770.354980
	Iteration 51Q: 3 clusters Score -568293.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -568295.875000 Penalty: 2770.354980
	Iteration 52Q: 3 clusters Score -568295.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -568297.375000 Penalty: 2770.354980
	Iteration 53Q: 3 clusters Score -568297.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -568297.875000 Penalty: 2770.354980
	Iteration 54Q: 3 clusters Score -568297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -568299.500000 Penalty: 2770.354980
	Iteration 55Q: 3 clusters Score -568299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -568299.687500 Penalty: 2770.354980
	Iteration 56Q: 3 clusters Score -568299.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -568299.687500 Penalty: 2770.354980
	Iteration 57F: 3 clusters Score -568299.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Entering Unmasked Estep 
Score: -221311.609375 Penalty: 1241.128906
	Iteration 0F: 2 clusters Score -221311.6 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 1068 members 
Entering Unmasked Estep 
Score: -219156.796875 Penalty: 2482.257812
	Iteration 0F: 3 clusters Score -219156.8 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -219652.171875 Penalty: 2482.257812
	Iteration 1F: 3 clusters Score -219652.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -219790.421875 Penalty: 2482.257812
	Iteration 2F: 3 clusters Score -219790.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -219863.656250 Penalty: 2482.257812
	Iteration 3F: 3 clusters Score -219863.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -219910.531250 Penalty: 2482.257812
	Iteration 4Q: 3 clusters Score -219910.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -219958.453125 Penalty: 2482.257812
	Iteration 5Q: 3 clusters Score -219958.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -220001.062500 Penalty: 2482.257812
	Iteration 6Q: 3 clusters Score -220001.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -220050.328125 Penalty: 2482.257812
	Iteration 7Q: 3 clusters Score -220050.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220105.203125 Penalty: 2482.257812
	Iteration 8Q: 3 clusters Score -220105.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -220171.671875 Penalty: 2482.257812
	Iteration 9Q: 3 clusters Score -220171.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -220238.968750 Penalty: 2482.257812
	Iteration 10Q: 3 clusters Score -220239 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -220330.093750 Penalty: 2482.257812
	Iteration 11Q: 3 clusters Score -220330.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -220408.437500 Penalty: 2482.257812
	Iteration 12Q: 3 clusters Score -220408.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -220446.234375 Penalty: 2482.257812
	Iteration 13Q: 3 clusters Score -220446.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -220479.343750 Penalty: 2482.257812
	Iteration 14Q: 3 clusters Score -220479.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -220504.031250 Penalty: 2482.257812
	Iteration 15Q: 3 clusters Score -220504 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -220527.968750 Penalty: 2482.257812
	Iteration 16Q: 3 clusters Score -220528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -220550.437500 Penalty: 2482.257812
	Iteration 17Q: 3 clusters Score -220550.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -220580.296875 Penalty: 2482.257812
	Iteration 18Q: 3 clusters Score -220580.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -220614.062500 Penalty: 2482.257812
	Iteration 19Q: 3 clusters Score -220614.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220646.359375 Penalty: 2482.257812
	Iteration 20F: 3 clusters Score -220646.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220679.531250 Penalty: 2482.257812
	Iteration 21Q: 3 clusters Score -220679.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -220728.609375 Penalty: 2482.257812
	Iteration 22Q: 3 clusters Score -220728.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -220821.000000 Penalty: 2482.257812
	Iteration 23Q: 3 clusters Score -220821 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -220954.031250 Penalty: 2482.257812
	Iteration 24Q: 3 clusters Score -220954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -221097.718750 Penalty: 2482.257812
	Iteration 25Q: 3 clusters Score -221097.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -221169.453125 Penalty: 2482.257812
	Iteration 26Q: 3 clusters Score -221169.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -221226.750000 Penalty: 2482.257812
	Iteration 27Q: 3 clusters Score -221226.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -221287.453125 Penalty: 2482.257812
	Iteration 28Q: 3 clusters Score -221287.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -221333.015625 Penalty: 2482.257812
	Iteration 29Q: 3 clusters Score -221333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -221345.859375 Penalty: 2482.257812
	Iteration 30Q: 3 clusters Score -221345.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -221353.562500 Penalty: 2482.257812
	Iteration 31Q: 3 clusters Score -221353.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221357.125000 Penalty: 2482.257812
	Iteration 32Q: 3 clusters Score -221357.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -221358.234375 Penalty: 2482.257812
	Iteration 33Q: 3 clusters Score -221358.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -221360.281250 Penalty: 2482.257812
	Iteration 34Q: 3 clusters Score -221360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -221364.109375 Penalty: 2482.257812
	Iteration 35Q: 3 clusters Score -221364.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -221367.906250 Penalty: 2482.257812
	Iteration 36Q: 3 clusters Score -221367.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -221373.500000 Penalty: 2482.257812
	Iteration 37Q: 3 clusters Score -221373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221374.406250 Penalty: 2482.257812
	Iteration 38Q: 3 clusters Score -221374.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221375.156250 Penalty: 2482.257812
	Iteration 39Q: 3 clusters Score -221375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221375.156250 Penalty: 2482.257812
	Iteration 40F: 3 clusters Score -221375.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 1533 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 652 members 
Mstep: Class 40 contains 984 members 
Entering Unmasked Estep 
Score: -40127276.000000 Penalty: 83189.664062
Splitting cluster 12 changes total score from -40113088.000000 to -40127276.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 13 (45644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Entering Unmasked Estep 
Score: -5219085.000000 Penalty: 1743.401978
	Iteration 0F: 2 clusters Score -5219085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -5188747.500000 Penalty: 3486.803955
	Iteration 0F: 3 clusters Score -5188748 nChanged 21203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5201629.500000 Penalty: 3486.803955
	Iteration 1F: 3 clusters Score -5201630 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5203119.500000 Penalty: 3486.803955
	Iteration 2F: 3 clusters Score -5203120 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -5205016.000000 Penalty: 3486.803955
	Iteration 3F: 3 clusters Score -5205016 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -5207258.500000 Penalty: 3486.803955
	Iteration 4F: 3 clusters Score -5207258 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -5209388.000000 Penalty: 3486.803955
	Iteration 5F: 3 clusters Score -5209388 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -5211262.000000 Penalty: 3486.803955
	Iteration 6F: 3 clusters Score -5211262 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -5212922.000000 Penalty: 3486.803955
	Iteration 7Q: 3 clusters Score -5212922 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -5214416.000000 Penalty: 3486.803955
	Iteration 8Q: 3 clusters Score -5214416 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5215516.500000 Penalty: 3486.803955
	Iteration 9Q: 3 clusters Score -5215516 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5216346.000000 Penalty: 3486.803955
	Iteration 10Q: 3 clusters Score -5216346 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5216902.000000 Penalty: 3486.803955
	Iteration 11Q: 3 clusters Score -5216902 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -5217322.000000 Penalty: 3486.803955
	Iteration 12Q: 3 clusters Score -5217322 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5217645.000000 Penalty: 3486.803955
	Iteration 13Q: 3 clusters Score -5217645 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5217910.000000 Penalty: 3486.803955
	Iteration 14Q: 3 clusters Score -5217910 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5218126.000000 Penalty: 3486.803955
	Iteration 15Q: 3 clusters Score -5218126 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5218286.000000 Penalty: 3486.803955
	Iteration 16Q: 3 clusters Score -5218286 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -5218400.000000 Penalty: 3486.803955
	Iteration 17Q: 3 clusters Score -5218400 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5218451.500000 Penalty: 3486.803955
	Iteration 18Q: 3 clusters Score -5218452 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -5218487.000000 Penalty: 3486.803955
	Iteration 19Q: 3 clusters Score -5218487 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5218497.500000 Penalty: 3486.803955
	Iteration 20F: 3 clusters Score -5218498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44457 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5218505.000000 Penalty: 3486.803955
	Iteration 21Q: 3 clusters Score -5218505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5218516.500000 Penalty: 3486.803955
	Iteration 22Q: 3 clusters Score -5218516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5218515.000000 Penalty: 3486.803955
	Iteration 23Q: 3 clusters Score -5218515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5218517.000000 Penalty: 3486.803955
	Iteration 24Q: 3 clusters Score -5218517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5218527.000000 Penalty: 3486.803955
	Iteration 25Q: 3 clusters Score -5218527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5218529.500000 Penalty: 3486.803955
	Iteration 26Q: 3 clusters Score -5218530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5218530.500000 Penalty: 3486.803955
	Iteration 27Q: 3 clusters Score -5218530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5218531.000000 Penalty: 3486.803955
	Iteration 28Q: 3 clusters Score -5218531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5218536.000000 Penalty: 3486.803955
	Iteration 29Q: 3 clusters Score -5218536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5218533.500000 Penalty: 3486.803955
	Iteration 30Q: 3 clusters Score -5218534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5218533.500000 Penalty: 3486.803955
	Iteration 31F: 3 clusters Score -5218534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Entering Unmasked Estep 
Score: -126399.492188 Penalty: 1137.850342
	Iteration 0F: 2 clusters Score -126399.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -124912.187500 Penalty: 2275.700684
	Iteration 0F: 3 clusters Score -124912.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125175.250000 Penalty: 2275.700684
	Iteration 1F: 3 clusters Score -125175.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -125228.132812 Penalty: 2275.700684
	Iteration 2F: 3 clusters Score -125228.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125254.820312 Penalty: 2275.700684
	Iteration 3Q: 3 clusters Score -125254.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125274.085938 Penalty: 2275.700684
	Iteration 4Q: 3 clusters Score -125274.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125281.156250 Penalty: 2275.700684
	Iteration 5Q: 3 clusters Score -125281.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125285.914062 Penalty: 2275.700684
	Iteration 6Q: 3 clusters Score -125285.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125288.843750 Penalty: 2275.700684
	Iteration 7Q: 3 clusters Score -125288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125293.460938 Penalty: 2275.700684
	Iteration 8Q: 3 clusters Score -125293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125295.484375 Penalty: 2275.700684
	Iteration 9Q: 3 clusters Score -125295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125299.476562 Penalty: 2275.700684
	Iteration 10Q: 3 clusters Score -125299.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125304.203125 Penalty: 2275.700684
	Iteration 11Q: 3 clusters Score -125304.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125307.546875 Penalty: 2275.700684
	Iteration 12Q: 3 clusters Score -125307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -125309.906250 Penalty: 2275.700684
	Iteration 13Q: 3 clusters Score -125309.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125311.437500 Penalty: 2275.700684
	Iteration 14Q: 3 clusters Score -125311.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125313.375000 Penalty: 2275.700684
	Iteration 15Q: 3 clusters Score -125313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125316.093750 Penalty: 2275.700684
	Iteration 16Q: 3 clusters Score -125316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125317.812500 Penalty: 2275.700684
	Iteration 17Q: 3 clusters Score -125317.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125318.710938 Penalty: 2275.700684
	Iteration 18Q: 3 clusters Score -125318.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125320.757812 Penalty: 2275.700684
	Iteration 19Q: 3 clusters Score -125320.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125321.687500 Penalty: 2275.700684
	Iteration 20F: 3 clusters Score -125321.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -125322.695312 Penalty: 2275.700684
	Iteration 21Q: 3 clusters Score -125322.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125323.859375 Penalty: 2275.700684
	Iteration 22Q: 3 clusters Score -125323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125325.195312 Penalty: 2275.700684
	Iteration 23Q: 3 clusters Score -125325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -125325.625000 Penalty: 2275.700684
	Iteration 24Q: 3 clusters Score -125325.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125326.804688 Penalty: 2275.700684
	Iteration 25Q: 3 clusters Score -125326.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -125326.804688 Penalty: 2275.700684
	Iteration 26F: 3 clusters Score -125326.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Entering Unmasked Estep 
Score: -2105202.500000 Penalty: 1596.735718
	Iteration 0F: 2 clusters Score -2105202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -2092434.125000 Penalty: 3193.471436
	Iteration 0F: 3 clusters Score -2092434 nChanged 8361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2097215.500000 Penalty: 3193.471436
	Iteration 1F: 3 clusters Score -2097216 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2097748.500000 Penalty: 3193.471436
	Iteration 2F: 3 clusters Score -2097748 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2098293.750000 Penalty: 3193.471436
	Iteration 3F: 3 clusters Score -2098294 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2098947.250000 Penalty: 3193.471436
	Iteration 4F: 3 clusters Score -2098947 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -2099736.000000 Penalty: 3193.471436
	Iteration 5F: 3 clusters Score -2099736 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2100656.000000 Penalty: 3193.471436
	Iteration 6F: 3 clusters Score -2100656 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -2101644.750000 Penalty: 3193.471436
	Iteration 7F: 3 clusters Score -2101645 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2102543.250000 Penalty: 3193.471436
	Iteration 8F: 3 clusters Score -2102543 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2103199.000000 Penalty: 3193.471436
	Iteration 9Q: 3 clusters Score -2103199 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -2103576.500000 Penalty: 3193.471436
	Iteration 10Q: 3 clusters Score -2103576 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2103787.500000 Penalty: 3193.471436
	Iteration 11Q: 3 clusters Score -2103788 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2103911.000000 Penalty: 3193.471436
	Iteration 12Q: 3 clusters Score -2103911 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2103992.500000 Penalty: 3193.471436
	Iteration 13Q: 3 clusters Score -2103992 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2104059.750000 Penalty: 3193.471436
	Iteration 14Q: 3 clusters Score -2104060 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2104090.250000 Penalty: 3193.471436
	Iteration 15Q: 3 clusters Score -2104090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2104114.750000 Penalty: 3193.471436
	Iteration 16Q: 3 clusters Score -2104115 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -2104128.000000 Penalty: 3193.471436
	Iteration 17Q: 3 clusters Score -2104128 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2104140.500000 Penalty: 3193.471436
	Iteration 18Q: 3 clusters Score -2104140 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2104147.750000 Penalty: 3193.471436
	Iteration 19Q: 3 clusters Score -2104148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2104150.750000 Penalty: 3193.471436
	Iteration 20F: 3 clusters Score -2104151 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2104160.000000 Penalty: 3193.471436
	Iteration 21Q: 3 clusters Score -2104160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2104161.250000 Penalty: 3193.471436
	Iteration 22Q: 3 clusters Score -2104161 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2104175.250000 Penalty: 3193.471436
	Iteration 23Q: 3 clusters Score -2104175 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2104175.750000 Penalty: 3193.471436
	Iteration 24Q: 3 clusters Score -2104176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2104179.750000 Penalty: 3193.471436
	Iteration 25Q: 3 clusters Score -2104180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2104180.250000 Penalty: 3193.471436
	Iteration 26Q: 3 clusters Score -2104180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2104182.000000 Penalty: 3193.471436
	Iteration 27Q: 3 clusters Score -2104182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -2104185.750000 Penalty: 3193.471436
	Iteration 28Q: 3 clusters Score -2104186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2104188.250000 Penalty: 3193.471436
	Iteration 29Q: 3 clusters Score -2104188 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2104189.750000 Penalty: 3193.471436
	Iteration 30Q: 3 clusters Score -2104190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -2104189.500000 Penalty: 3193.471436
	Iteration 31Q: 3 clusters Score -2104190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2104189.750000 Penalty: 3193.471436
	Iteration 32Q: 3 clusters Score -2104190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2104195.250000 Penalty: 3193.471436
	Iteration 33Q: 3 clusters Score -2104195 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -2104197.000000 Penalty: 3193.471436
	Iteration 34Q: 3 clusters Score -2104197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -2104205.750000 Penalty: 3193.471436
	Iteration 35Q: 3 clusters Score -2104206 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2104207.500000 Penalty: 3193.471436
	Iteration 36Q: 3 clusters Score -2104208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2104206.750000 Penalty: 3193.471436
	Iteration 37Q: 3 clusters Score -2104207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2104210.250000 Penalty: 3193.471436
	Iteration 38Q: 3 clusters Score -2104210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2104211.500000 Penalty: 3193.471436
	Iteration 39Q: 3 clusters Score -2104212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2104208.500000 Penalty: 3193.471436
	Iteration 40F: 3 clusters Score -2104208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2104209.250000 Penalty: 3193.471436
	Iteration 41Q: 3 clusters Score -2104209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2104211.250000 Penalty: 3193.471436
	Iteration 42Q: 3 clusters Score -2104211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2104211.250000 Penalty: 3193.471436
	Iteration 43F: 3 clusters Score -2104211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Entering Unmasked Estep 
Score: -1073646.500000 Penalty: 1490.469360
	Iteration 0F: 2 clusters Score -1073646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1066727.125000 Penalty: 2980.938721
	Iteration 0F: 3 clusters Score -1066727 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1069285.250000 Penalty: 2980.938721
	Iteration 1F: 3 clusters Score -1069285 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1069809.375000 Penalty: 2980.938721
	Iteration 2F: 3 clusters Score -1069809 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1070321.375000 Penalty: 2980.938721
	Iteration 3F: 3 clusters Score -1070321 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -1070857.375000 Penalty: 2980.938721
	Iteration 4F: 3 clusters Score -1070857 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1071368.750000 Penalty: 2980.938721
	Iteration 5F: 3 clusters Score -1071369 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1071783.750000 Penalty: 2980.938721
	Iteration 6Q: 3 clusters Score -1071784 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1072075.875000 Penalty: 2980.938721
	Iteration 7Q: 3 clusters Score -1072076 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1072253.750000 Penalty: 2980.938721
	Iteration 8Q: 3 clusters Score -1072254 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1072408.875000 Penalty: 2980.938721
	Iteration 9Q: 3 clusters Score -1072409 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1072525.750000 Penalty: 2980.938721
	Iteration 10Q: 3 clusters Score -1072526 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1072622.125000 Penalty: 2980.938721
	Iteration 11Q: 3 clusters Score -1072622 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1072685.750000 Penalty: 2980.938721
	Iteration 12Q: 3 clusters Score -1072686 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1072730.750000 Penalty: 2980.938721
	Iteration 13Q: 3 clusters Score -1072731 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1072755.375000 Penalty: 2980.938721
	Iteration 14Q: 3 clusters Score -1072755 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1072780.125000 Penalty: 2980.938721
	Iteration 15Q: 3 clusters Score -1072780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1072800.250000 Penalty: 2980.938721
	Iteration 16Q: 3 clusters Score -1072800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1072813.125000 Penalty: 2980.938721
	Iteration 17Q: 3 clusters Score -1072813 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1072827.125000 Penalty: 2980.938721
	Iteration 18Q: 3 clusters Score -1072827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1072843.750000 Penalty: 2980.938721
	Iteration 19Q: 3 clusters Score -1072844 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1072858.125000 Penalty: 2980.938721
	Iteration 20F: 3 clusters Score -1072858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -1072870.375000 Penalty: 2980.938721
	Iteration 21Q: 3 clusters Score -1072870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1072875.375000 Penalty: 2980.938721
	Iteration 22Q: 3 clusters Score -1072875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1072884.125000 Penalty: 2980.938721
	Iteration 23Q: 3 clusters Score -1072884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1072891.875000 Penalty: 2980.938721
	Iteration 24Q: 3 clusters Score -1072892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1072895.375000 Penalty: 2980.938721
	Iteration 25Q: 3 clusters Score -1072895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1072900.875000 Penalty: 2980.938721
	Iteration 26Q: 3 clusters Score -1072901 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1072905.625000 Penalty: 2980.938721
	Iteration 27Q: 3 clusters Score -1072906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1072909.250000 Penalty: 2980.938721
	Iteration 28Q: 3 clusters Score -1072909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1072912.250000 Penalty: 2980.938721
	Iteration 29Q: 3 clusters Score -1072912 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1072916.375000 Penalty: 2980.938721
	Iteration 30Q: 3 clusters Score -1072916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1072920.500000 Penalty: 2980.938721
	Iteration 31Q: 3 clusters Score -1072920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1072921.875000 Penalty: 2980.938721
	Iteration 32Q: 3 clusters Score -1072922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1072924.125000 Penalty: 2980.938721
	Iteration 33Q: 3 clusters Score -1072924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1072925.375000 Penalty: 2980.938721
	Iteration 34Q: 3 clusters Score -1072925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1072925.625000 Penalty: 2980.938721
	Iteration 35Q: 3 clusters Score -1072926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1072926.375000 Penalty: 2980.938721
	Iteration 36Q: 3 clusters Score -1072926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1072925.250000 Penalty: 2980.938721
	Iteration 37Q: 3 clusters Score -1072925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1072924.375000 Penalty: 2980.938721
	Iteration 38Q: 3 clusters Score -1072924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -1072923.250000 Penalty: 2980.938721
	Iteration 39Q: 3 clusters Score -1072923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1072922.750000 Penalty: 2980.938721
	Iteration 40F: 3 clusters Score -1072923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Entering Unmasked Estep 
Score: -153048.781250 Penalty: 1191.934570
	Iteration 0F: 2 clusters Score -153048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -151282.000000 Penalty: 2383.869141
	Iteration 0F: 3 clusters Score -151282 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -151779.890625 Penalty: 2383.869141
	Iteration 1F: 3 clusters Score -151779.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152039.015625 Penalty: 2383.869141
	Iteration 2F: 3 clusters Score -152039 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -152229.484375 Penalty: 2383.869141
	Iteration 3F: 3 clusters Score -152229.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -152420.078125 Penalty: 2383.869141
	Iteration 4F: 3 clusters Score -152420.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -152559.921875 Penalty: 2383.869141
	Iteration 5F: 3 clusters Score -152559.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -152664.625000 Penalty: 2383.869141
	Iteration 6Q: 3 clusters Score -152664.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -152742.281250 Penalty: 2383.869141
	Iteration 7Q: 3 clusters Score -152742.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -152853.921875 Penalty: 2383.869141
	Iteration 8Q: 3 clusters Score -152853.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -153059.093750 Penalty: 2383.869141
	Iteration 9Q: 3 clusters Score -153059.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -153313.078125 Penalty: 2383.869141
	Iteration 10Q: 3 clusters Score -153313.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -153518.093750 Penalty: 2383.869141
	Iteration 11Q: 3 clusters Score -153518.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -153592.812500 Penalty: 2383.869141
	Iteration 12Q: 3 clusters Score -153592.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -153617.531250 Penalty: 2383.869141
	Iteration 13Q: 3 clusters Score -153617.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153629.328125 Penalty: 2383.869141
	Iteration 14Q: 3 clusters Score -153629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153639.078125 Penalty: 2383.869141
	Iteration 15Q: 3 clusters Score -153639.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -153645.562500 Penalty: 2383.869141
	Iteration 16Q: 3 clusters Score -153645.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -153650.203125 Penalty: 2383.869141
	Iteration 17Q: 3 clusters Score -153650.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153653.875000 Penalty: 2383.869141
	Iteration 18Q: 3 clusters Score -153653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153653.875000 Penalty: 2383.869141
	Iteration 19F: 3 clusters Score -153653.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 7704 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 652 members 
Mstep: Class 40 contains 984 members 
Mstep: Class 41 contains 958 members 
Entering Unmasked Estep 
Score: -40127012.000000 Penalty: 85269.406250
Splitting cluster 17 changes total score from -40113088.000000 to -40127012.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 18 (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: -560900.062500 Penalty: 1385.015991
	Iteration 0F: 2 clusters Score -560900.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -556886.062500 Penalty: 2770.031982
	Iteration 0F: 3 clusters Score -556886.1 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -558056.437500 Penalty: 2770.031982
	Iteration 1F: 3 clusters Score -558056.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -558436.187500 Penalty: 2770.031982
	Iteration 2F: 3 clusters Score -558436.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -558706.937500 Penalty: 2770.031982
	Iteration 3F: 3 clusters Score -558706.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -558888.625000 Penalty: 2770.031982
	Iteration 4F: 3 clusters Score -558888.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -559024.812500 Penalty: 2770.031982
	Iteration 5Q: 3 clusters Score -559024.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -559160.562500 Penalty: 2770.031982
	Iteration 6Q: 3 clusters Score -559160.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -559301.437500 Penalty: 2770.031982
	Iteration 7Q: 3 clusters Score -559301.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -559403.687500 Penalty: 2770.031982
	Iteration 8Q: 3 clusters Score -559403.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -559496.062500 Penalty: 2770.031982
	Iteration 9Q: 3 clusters Score -559496.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -559581.187500 Penalty: 2770.031982
	Iteration 10Q: 3 clusters Score -559581.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -559665.375000 Penalty: 2770.031982
	Iteration 11Q: 3 clusters Score -559665.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -559760.937500 Penalty: 2770.031982
	Iteration 12Q: 3 clusters Score -559760.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -559868.000000 Penalty: 2770.031982
	Iteration 13Q: 3 clusters Score -559868 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -560040.750000 Penalty: 2770.031982
	Iteration 14Q: 3 clusters Score -560040.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -560220.500000 Penalty: 2770.031982
	Iteration 15Q: 3 clusters Score -560220.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -560329.875000 Penalty: 2770.031982
	Iteration 16Q: 3 clusters Score -560329.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -560400.187500 Penalty: 2770.031982
	Iteration 17Q: 3 clusters Score -560400.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -560440.500000 Penalty: 2770.031982
	Iteration 18Q: 3 clusters Score -560440.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -560461.750000 Penalty: 2770.031982
	Iteration 19Q: 3 clusters Score -560461.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -560477.562500 Penalty: 2770.031982
	Iteration 20F: 3 clusters Score -560477.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -560482.062500 Penalty: 2770.031982
	Iteration 21Q: 3 clusters Score -560482.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -560484.812500 Penalty: 2770.031982
	Iteration 22Q: 3 clusters Score -560484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -560485.625000 Penalty: 2770.031982
	Iteration 23Q: 3 clusters Score -560485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -560486.312500 Penalty: 2770.031982
	Iteration 24Q: 3 clusters Score -560486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -560488.812500 Penalty: 2770.031982
	Iteration 25Q: 3 clusters Score -560488.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -560489.125000 Penalty: 2770.031982
	Iteration 26Q: 3 clusters Score -560489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -560489.187500 Penalty: 2770.031982
	Iteration 27Q: 3 clusters Score -560489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -560490.687500 Penalty: 2770.031982
	Iteration 28Q: 3 clusters Score -560490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -560491.687500 Penalty: 2770.031982
	Iteration 29Q: 3 clusters Score -560491.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -560492.312500 Penalty: 2770.031982
	Iteration 30Q: 3 clusters Score -560492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -560492.062500 Penalty: 2770.031982
	Iteration 31Q: 3 clusters Score -560492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -560491.812500 Penalty: 2770.031982
	Iteration 32Q: 3 clusters Score -560491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -560492.750000 Penalty: 2770.031982
	Iteration 33Q: 3 clusters Score -560492.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -560493.000000 Penalty: 2770.031982
	Iteration 34Q: 3 clusters Score -560493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -560493.000000 Penalty: 2770.031982
	Iteration 35Q: 3 clusters Score -560493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -560493.000000 Penalty: 2770.031982
	Iteration 36F: 3 clusters Score -560493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Entering Unmasked Estep 
Score: -695779.062500 Penalty: 1415.288086
	Iteration 0F: 2 clusters Score -695779.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -691159.750000 Penalty: 2830.576172
	Iteration 0F: 3 clusters Score -691159.8 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -692504.000000 Penalty: 2830.576172
	Iteration 1F: 3 clusters Score -692504 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -692672.375000 Penalty: 2830.576172
	Iteration 2F: 3 clusters Score -692672.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -692796.437500 Penalty: 2830.576172
	Iteration 3Q: 3 clusters Score -692796.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -692891.875000 Penalty: 2830.576172
	Iteration 4Q: 3 clusters Score -692891.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -692971.500000 Penalty: 2830.576172
	Iteration 5Q: 3 clusters Score -692971.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -693030.125000 Penalty: 2830.576172
	Iteration 6Q: 3 clusters Score -693030.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -693085.000000 Penalty: 2830.576172
	Iteration 7Q: 3 clusters Score -693085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -693146.375000 Penalty: 2830.576172
	Iteration 8Q: 3 clusters Score -693146.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -693196.375000 Penalty: 2830.576172
	Iteration 9Q: 3 clusters Score -693196.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -693243.500000 Penalty: 2830.576172
	Iteration 10Q: 3 clusters Score -693243.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -693288.625000 Penalty: 2830.576172
	Iteration 11Q: 3 clusters Score -693288.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -693341.187500 Penalty: 2830.576172
	Iteration 12Q: 3 clusters Score -693341.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -693402.687500 Penalty: 2830.576172
	Iteration 13Q: 3 clusters Score -693402.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -693461.187500 Penalty: 2830.576172
	Iteration 14Q: 3 clusters Score -693461.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -693523.500000 Penalty: 2830.576172
	Iteration 15Q: 3 clusters Score -693523.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -693609.000000 Penalty: 2830.576172
	Iteration 16Q: 3 clusters Score -693609 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -693724.500000 Penalty: 2830.576172
	Iteration 17Q: 3 clusters Score -693724.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -693854.875000 Penalty: 2830.576172
	Iteration 18Q: 3 clusters Score -693854.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -693980.187500 Penalty: 2830.576172
	Iteration 19Q: 3 clusters Score -693980.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -694116.750000 Penalty: 2830.576172
	Iteration 20F: 3 clusters Score -694116.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -694245.937500 Penalty: 2830.576172
	Iteration 21Q: 3 clusters Score -694245.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -694336.062500 Penalty: 2830.576172
	Iteration 22Q: 3 clusters Score -694336.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -694392.937500 Penalty: 2830.576172
	Iteration 23Q: 3 clusters Score -694392.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -694425.937500 Penalty: 2830.576172
	Iteration 24Q: 3 clusters Score -694425.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -694447.437500 Penalty: 2830.576172
	Iteration 25Q: 3 clusters Score -694447.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -694464.312500 Penalty: 2830.576172
	Iteration 26Q: 3 clusters Score -694464.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -694479.125000 Penalty: 2830.576172
	Iteration 27Q: 3 clusters Score -694479.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -694496.625000 Penalty: 2830.576172
	Iteration 28Q: 3 clusters Score -694496.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -694509.500000 Penalty: 2830.576172
	Iteration 29Q: 3 clusters Score -694509.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -694525.250000 Penalty: 2830.576172
	Iteration 30Q: 3 clusters Score -694525.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -694535.500000 Penalty: 2830.576172
	Iteration 31Q: 3 clusters Score -694535.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -694543.187500 Penalty: 2830.576172
	Iteration 32Q: 3 clusters Score -694543.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -694552.000000 Penalty: 2830.576172
	Iteration 33Q: 3 clusters Score -694552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -694553.562500 Penalty: 2830.576172
	Iteration 34Q: 3 clusters Score -694553.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -694555.125000 Penalty: 2830.576172
	Iteration 35Q: 3 clusters Score -694555.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -694555.937500 Penalty: 2830.576172
	Iteration 36Q: 3 clusters Score -694555.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -694559.625000 Penalty: 2830.576172
	Iteration 37Q: 3 clusters Score -694559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -694560.875000 Penalty: 2830.576172
	Iteration 38Q: 3 clusters Score -694560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -694563.437500 Penalty: 2830.576172
	Iteration 39Q: 3 clusters Score -694563.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -694565.937500 Penalty: 2830.576172
	Iteration 40F: 3 clusters Score -694565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -694571.375000 Penalty: 2830.576172
	Iteration 41Q: 3 clusters Score -694571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -694574.687500 Penalty: 2830.576172
	Iteration 42Q: 3 clusters Score -694574.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -694575.500000 Penalty: 2830.576172
	Iteration 43Q: 3 clusters Score -694575.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -694575.500000 Penalty: 2830.576172
	Iteration 44F: 3 clusters Score -694575.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -103968.617188 Penalty: 1117.225220
	Iteration 0F: 2 clusters Score -103968.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -102574.609375 Penalty: 2234.450439
	Iteration 0F: 3 clusters Score -102574.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102811.218750 Penalty: 2234.450439
	Iteration 1F: 3 clusters Score -102811.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -102890.125000 Penalty: 2234.450439
	Iteration 2F: 3 clusters Score -102890.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102927.742188 Penalty: 2234.450439
	Iteration 3Q: 3 clusters Score -102927.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102961.593750 Penalty: 2234.450439
	Iteration 4Q: 3 clusters Score -102961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -103009.914062 Penalty: 2234.450439
	Iteration 5Q: 3 clusters Score -103009.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -103050.234375 Penalty: 2234.450439
	Iteration 6Q: 3 clusters Score -103050.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -103112.429688 Penalty: 2234.450439
	Iteration 7Q: 3 clusters Score -103112.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -103156.007812 Penalty: 2234.450439
	Iteration 8Q: 3 clusters Score -103156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -103191.742188 Penalty: 2234.450439
	Iteration 9Q: 3 clusters Score -103191.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103234.539062 Penalty: 2234.450439
	Iteration 10Q: 3 clusters Score -103234.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103280.609375 Penalty: 2234.450439
	Iteration 11Q: 3 clusters Score -103280.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103311.984375 Penalty: 2234.450439
	Iteration 12Q: 3 clusters Score -103312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103342.859375 Penalty: 2234.450439
	Iteration 13Q: 3 clusters Score -103342.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103361.601562 Penalty: 2234.450439
	Iteration 14Q: 3 clusters Score -103361.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103381.296875 Penalty: 2234.450439
	Iteration 15Q: 3 clusters Score -103381.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -103392.437500 Penalty: 2234.450439
	Iteration 16Q: 3 clusters Score -103392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -103412.492188 Penalty: 2234.450439
	Iteration 17Q: 3 clusters Score -103412.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -103426.890625 Penalty: 2234.450439
	Iteration 18Q: 3 clusters Score -103426.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103433.523438 Penalty: 2234.450439
	Iteration 19Q: 3 clusters Score -103433.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -103445.476562 Penalty: 2234.450439
	Iteration 20F: 3 clusters Score -103445.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -103449.703125 Penalty: 2234.450439
	Iteration 21Q: 3 clusters Score -103449.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103452.093750 Penalty: 2234.450439
	Iteration 22Q: 3 clusters Score -103452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103452.093750 Penalty: 2234.450439
	Iteration 23F: 3 clusters Score -103452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Entering Unmasked Estep 
Score: -879971.500000 Penalty: 1454.292969
	Iteration 0F: 2 clusters Score -879971.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -874263.812500 Penalty: 2908.585938
	Iteration 0F: 3 clusters Score -874263.8 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -876062.500000 Penalty: 2908.585938
	Iteration 1F: 3 clusters Score -876062.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -876443.562500 Penalty: 2908.585938
	Iteration 2F: 3 clusters Score -876443.6 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -876847.750000 Penalty: 2908.585938
	Iteration 3F: 3 clusters Score -876847.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -877235.000000 Penalty: 2908.585938
	Iteration 4F: 3 clusters Score -877235 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -877618.812500 Penalty: 2908.585938
	Iteration 5F: 3 clusters Score -877618.8 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -877933.500000 Penalty: 2908.585938
	Iteration 6F: 3 clusters Score -877933.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -878218.750000 Penalty: 2908.585938
	Iteration 7Q: 3 clusters Score -878218.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -878466.937500 Penalty: 2908.585938
	Iteration 8Q: 3 clusters Score -878466.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -878645.937500 Penalty: 2908.585938
	Iteration 9Q: 3 clusters Score -878645.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -878818.937500 Penalty: 2908.585938
	Iteration 10Q: 3 clusters Score -878818.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -878991.437500 Penalty: 2908.585938
	Iteration 11Q: 3 clusters Score -878991.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -879186.625000 Penalty: 2908.585938
	Iteration 12Q: 3 clusters Score -879186.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -879385.125000 Penalty: 2908.585938
	Iteration 13Q: 3 clusters Score -879385.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -879714.312500 Penalty: 2908.585938
	Iteration 14Q: 3 clusters Score -879714.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -880359.812500 Penalty: 2908.585938
	Iteration 15Q: 3 clusters Score -880359.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -881034.250000 Penalty: 2908.585938
	Iteration 16Q: 3 clusters Score -881034.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -881229.750000 Penalty: 2908.585938
	Iteration 17Q: 3 clusters Score -881229.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -881276.750000 Penalty: 2908.585938
	Iteration 18Q: 3 clusters Score -881276.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -881288.812500 Penalty: 2908.585938
	Iteration 19Q: 3 clusters Score -881288.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -881292.750000 Penalty: 2908.585938
	Iteration 20F: 3 clusters Score -881292.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -881292.375000 Penalty: 2908.585938
	Iteration 21Q: 3 clusters Score -881292.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -881293.187500 Penalty: 2908.585938
	Iteration 22Q: 3 clusters Score -881293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -881295.062500 Penalty: 2908.585938
	Iteration 23Q: 3 clusters Score -881295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -881294.687500 Penalty: 2908.585938
	Iteration 24Q: 3 clusters Score -881294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -881295.000000 Penalty: 2908.585938
	Iteration 25Q: 3 clusters Score -881295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -881295.937500 Penalty: 2908.585938
	Iteration 26Q: 3 clusters Score -881295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -881295.937500 Penalty: 2908.585938
	Iteration 27F: 3 clusters Score -881295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 542 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 652 members 
Mstep: Class 40 contains 984 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 3346 members 
Entering Unmasked Estep 
Score: -40127672.000000 Penalty: 87349.148438
Splitting cluster 21 changes total score from -40113088.000000 to -40127672.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 22 (4863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Entering Unmasked Estep 
Score: -549268.562500 Penalty: 1379.529175
	Iteration 0F: 2 clusters Score -549268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -545371.125000 Penalty: 2759.058350
	Iteration 0F: 3 clusters Score -545371.1 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -546399.562500 Penalty: 2759.058350
	Iteration 1F: 3 clusters Score -546399.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -546621.750000 Penalty: 2759.058350
	Iteration 2F: 3 clusters Score -546621.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -546844.812500 Penalty: 2759.058350
	Iteration 3F: 3 clusters Score -546844.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -547079.875000 Penalty: 2759.058350
	Iteration 4F: 3 clusters Score -547079.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -547315.375000 Penalty: 2759.058350
	Iteration 5F: 3 clusters Score -547315.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -547533.937500 Penalty: 2759.058350
	Iteration 6F: 3 clusters Score -547533.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -547784.062500 Penalty: 2759.058350
	Iteration 7F: 3 clusters Score -547784.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -547982.250000 Penalty: 2759.058350
	Iteration 8Q: 3 clusters Score -547982.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -548093.000000 Penalty: 2759.058350
	Iteration 9Q: 3 clusters Score -548093 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -548163.000000 Penalty: 2759.058350
	Iteration 10Q: 3 clusters Score -548163 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -548200.562500 Penalty: 2759.058350
	Iteration 11Q: 3 clusters Score -548200.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -548225.000000 Penalty: 2759.058350
	Iteration 12Q: 3 clusters Score -548225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -548240.250000 Penalty: 2759.058350
	Iteration 13Q: 3 clusters Score -548240.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -548252.687500 Penalty: 2759.058350
	Iteration 14Q: 3 clusters Score -548252.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -548261.125000 Penalty: 2759.058350
	Iteration 15Q: 3 clusters Score -548261.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -548266.937500 Penalty: 2759.058350
	Iteration 16Q: 3 clusters Score -548266.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -548271.000000 Penalty: 2759.058350
	Iteration 17Q: 3 clusters Score -548271 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -548274.937500 Penalty: 2759.058350
	Iteration 18Q: 3 clusters Score -548274.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -548276.187500 Penalty: 2759.058350
	Iteration 19Q: 3 clusters Score -548276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -548278.125000 Penalty: 2759.058350
	Iteration 20F: 3 clusters Score -548278.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -548280.437500 Penalty: 2759.058350
	Iteration 21Q: 3 clusters Score -548280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -548281.500000 Penalty: 2759.058350
	Iteration 22Q: 3 clusters Score -548281.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -548281.812500 Penalty: 2759.058350
	Iteration 23Q: 3 clusters Score -548281.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -548282.250000 Penalty: 2759.058350
	Iteration 24Q: 3 clusters Score -548282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -548282.250000 Penalty: 2759.058350
	Iteration 25F: 3 clusters Score -548282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Entering Unmasked Estep 
Score: -736943.125000 Penalty: 1420.901611
	Iteration 0F: 2 clusters Score -736943.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -732173.000000 Penalty: 2841.803223
	Iteration 0F: 3 clusters Score -732173 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -733643.250000 Penalty: 2841.803223
	Iteration 1F: 3 clusters Score -733643.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -733857.437500 Penalty: 2841.803223
	Iteration 2F: 3 clusters Score -733857.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -733997.312500 Penalty: 2841.803223
	Iteration 3Q: 3 clusters Score -733997.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -734105.125000 Penalty: 2841.803223
	Iteration 4Q: 3 clusters Score -734105.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -734210.000000 Penalty: 2841.803223
	Iteration 5Q: 3 clusters Score -734210 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -734320.187500 Penalty: 2841.803223
	Iteration 6Q: 3 clusters Score -734320.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -734444.437500 Penalty: 2841.803223
	Iteration 7Q: 3 clusters Score -734444.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -734589.750000 Penalty: 2841.803223
	Iteration 8Q: 3 clusters Score -734589.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -734740.937500 Penalty: 2841.803223
	Iteration 9Q: 3 clusters Score -734740.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -734902.375000 Penalty: 2841.803223
	Iteration 10Q: 3 clusters Score -734902.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -735051.750000 Penalty: 2841.803223
	Iteration 11Q: 3 clusters Score -735051.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -735161.625000 Penalty: 2841.803223
	Iteration 12Q: 3 clusters Score -735161.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -735227.875000 Penalty: 2841.803223
	Iteration 13Q: 3 clusters Score -735227.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -735277.687500 Penalty: 2841.803223
	Iteration 14Q: 3 clusters Score -735277.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -735312.312500 Penalty: 2841.803223
	Iteration 15Q: 3 clusters Score -735312.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -735339.312500 Penalty: 2841.803223
	Iteration 16Q: 3 clusters Score -735339.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -735349.875000 Penalty: 2841.803223
	Iteration 17Q: 3 clusters Score -735349.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -735358.625000 Penalty: 2841.803223
	Iteration 18Q: 3 clusters Score -735358.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -735361.000000 Penalty: 2841.803223
	Iteration 19Q: 3 clusters Score -735361 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -735364.937500 Penalty: 2841.803223
	Iteration 20F: 3 clusters Score -735364.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -735370.312500 Penalty: 2841.803223
	Iteration 21Q: 3 clusters Score -735370.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -735372.875000 Penalty: 2841.803223
	Iteration 22Q: 3 clusters Score -735372.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -735376.312500 Penalty: 2841.803223
	Iteration 23Q: 3 clusters Score -735376.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -735377.625000 Penalty: 2841.803223
	Iteration 24Q: 3 clusters Score -735377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -735379.437500 Penalty: 2841.803223
	Iteration 25Q: 3 clusters Score -735379.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -735379.312500 Penalty: 2841.803223
	Iteration 26Q: 3 clusters Score -735379.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735381.062500 Penalty: 2841.803223
	Iteration 27Q: 3 clusters Score -735381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -735381.062500 Penalty: 2841.803223
	Iteration 28Q: 3 clusters Score -735381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735381.937500 Penalty: 2841.803223
	Iteration 29Q: 3 clusters Score -735381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -735381.937500 Penalty: 2841.803223
	Iteration 30F: 3 clusters Score -735381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Entering Unmasked Estep 
Score: -217653.234375 Penalty: 1230.782349
	Iteration 0F: 2 clusters Score -217653.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -215597.234375 Penalty: 2461.564697
	Iteration 0F: 3 clusters Score -215597.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -216032.593750 Penalty: 2461.564697
	Iteration 1F: 3 clusters Score -216032.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -216154.609375 Penalty: 2461.564697
	Iteration 2F: 3 clusters Score -216154.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -216239.937500 Penalty: 2461.564697
	Iteration 3F: 3 clusters Score -216239.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -216299.296875 Penalty: 2461.564697
	Iteration 4Q: 3 clusters Score -216299.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -216341.265625 Penalty: 2461.564697
	Iteration 5Q: 3 clusters Score -216341.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -216383.234375 Penalty: 2461.564697
	Iteration 6Q: 3 clusters Score -216383.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -216443.828125 Penalty: 2461.564697
	Iteration 7Q: 3 clusters Score -216443.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -216520.812500 Penalty: 2461.564697
	Iteration 8Q: 3 clusters Score -216520.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -216581.015625 Penalty: 2461.564697
	Iteration 9Q: 3 clusters Score -216581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -216635.687500 Penalty: 2461.564697
	Iteration 10Q: 3 clusters Score -216635.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -216693.546875 Penalty: 2461.564697
	Iteration 11Q: 3 clusters Score -216693.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -216763.406250 Penalty: 2461.564697
	Iteration 12Q: 3 clusters Score -216763.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -216827.656250 Penalty: 2461.564697
	Iteration 13Q: 3 clusters Score -216827.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -216910.156250 Penalty: 2461.564697
	Iteration 14Q: 3 clusters Score -216910.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -216988.421875 Penalty: 2461.564697
	Iteration 15Q: 3 clusters Score -216988.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -217043.203125 Penalty: 2461.564697
	Iteration 16Q: 3 clusters Score -217043.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -217087.078125 Penalty: 2461.564697
	Iteration 17Q: 3 clusters Score -217087.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -217135.968750 Penalty: 2461.564697
	Iteration 18Q: 3 clusters Score -217136 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -217181.765625 Penalty: 2461.564697
	Iteration 19Q: 3 clusters Score -217181.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -217200.468750 Penalty: 2461.564697
	Iteration 20F: 3 clusters Score -217200.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -217219.593750 Penalty: 2461.564697
	Iteration 21Q: 3 clusters Score -217219.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217235.234375 Penalty: 2461.564697
	Iteration 22Q: 3 clusters Score -217235.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -217247.312500 Penalty: 2461.564697
	Iteration 23Q: 3 clusters Score -217247.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -217252.015625 Penalty: 2461.564697
	Iteration 24Q: 3 clusters Score -217252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -217257.375000 Penalty: 2461.564697
	Iteration 25Q: 3 clusters Score -217257.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -217260.765625 Penalty: 2461.564697
	Iteration 26Q: 3 clusters Score -217260.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -217266.812500 Penalty: 2461.564697
	Iteration 27Q: 3 clusters Score -217266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -217270.531250 Penalty: 2461.564697
	Iteration 28Q: 3 clusters Score -217270.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -217273.734375 Penalty: 2461.564697
	Iteration 29Q: 3 clusters Score -217273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -217277.703125 Penalty: 2461.564697
	Iteration 30Q: 3 clusters Score -217277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -217279.843750 Penalty: 2461.564697
	Iteration 31Q: 3 clusters Score -217279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -217282.203125 Penalty: 2461.564697
	Iteration 32Q: 3 clusters Score -217282.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -217282.203125 Penalty: 2461.564697
	Iteration 33F: 3 clusters Score -217282.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Entering Unmasked Estep 
Score: -1870663.250000 Penalty: 1576.592163
	Iteration 0F: 2 clusters Score -1870663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1859415.375000 Penalty: 3153.184326
	Iteration 0F: 3 clusters Score -1859415 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1863442.250000 Penalty: 3153.184326
	Iteration 1F: 3 clusters Score -1863442 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1863929.875000 Penalty: 3153.184326
	Iteration 2F: 3 clusters Score -1863930 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1864487.000000 Penalty: 3153.184326
	Iteration 3F: 3 clusters Score -1864487 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1865134.625000 Penalty: 3153.184326
	Iteration 4F: 3 clusters Score -1865135 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1865952.500000 Penalty: 3153.184326
	Iteration 5F: 3 clusters Score -1865952 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1866726.125000 Penalty: 3153.184326
	Iteration 6F: 3 clusters Score -1866726 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1867278.500000 Penalty: 3153.184326
	Iteration 7F: 3 clusters Score -1867278 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1867629.000000 Penalty: 3153.184326
	Iteration 8Q: 3 clusters Score -1867629 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1867838.875000 Penalty: 3153.184326
	Iteration 9Q: 3 clusters Score -1867839 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1867969.375000 Penalty: 3153.184326
	Iteration 10Q: 3 clusters Score -1867969 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1868059.750000 Penalty: 3153.184326
	Iteration 11Q: 3 clusters Score -1868060 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1868142.875000 Penalty: 3153.184326
	Iteration 12Q: 3 clusters Score -1868143 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1868228.750000 Penalty: 3153.184326
	Iteration 13Q: 3 clusters Score -1868229 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1868318.625000 Penalty: 3153.184326
	Iteration 14Q: 3 clusters Score -1868319 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1868410.375000 Penalty: 3153.184326
	Iteration 15Q: 3 clusters Score -1868410 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1868492.875000 Penalty: 3153.184326
	Iteration 16Q: 3 clusters Score -1868493 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1868580.625000 Penalty: 3153.184326
	Iteration 17Q: 3 clusters Score -1868581 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1868675.250000 Penalty: 3153.184326
	Iteration 18Q: 3 clusters Score -1868675 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1868761.000000 Penalty: 3153.184326
	Iteration 19Q: 3 clusters Score -1868761 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1868841.125000 Penalty: 3153.184326
	Iteration 20F: 3 clusters Score -1868841 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1868910.250000 Penalty: 3153.184326
	Iteration 21Q: 3 clusters Score -1868910 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1868969.500000 Penalty: 3153.184326
	Iteration 22Q: 3 clusters Score -1868970 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1869019.125000 Penalty: 3153.184326
	Iteration 23Q: 3 clusters Score -1869019 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1869057.125000 Penalty: 3153.184326
	Iteration 24Q: 3 clusters Score -1869057 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1869097.750000 Penalty: 3153.184326
	Iteration 25Q: 3 clusters Score -1869098 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1869134.500000 Penalty: 3153.184326
	Iteration 26Q: 3 clusters Score -1869134 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1869165.875000 Penalty: 3153.184326
	Iteration 27Q: 3 clusters Score -1869166 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1869200.125000 Penalty: 3153.184326
	Iteration 28Q: 3 clusters Score -1869200 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1869218.500000 Penalty: 3153.184326
	Iteration 29Q: 3 clusters Score -1869218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1869240.500000 Penalty: 3153.184326
	Iteration 30Q: 3 clusters Score -1869240 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1869264.625000 Penalty: 3153.184326
	Iteration 31Q: 3 clusters Score -1869265 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1869299.500000 Penalty: 3153.184326
	Iteration 32Q: 3 clusters Score -1869300 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1869323.125000 Penalty: 3153.184326
	Iteration 33Q: 3 clusters Score -1869323 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1869347.000000 Penalty: 3153.184326
	Iteration 34Q: 3 clusters Score -1869347 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1869361.125000 Penalty: 3153.184326
	Iteration 35Q: 3 clusters Score -1869361 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1869382.250000 Penalty: 3153.184326
	Iteration 36Q: 3 clusters Score -1869382 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1869395.875000 Penalty: 3153.184326
	Iteration 37Q: 3 clusters Score -1869396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1869403.250000 Penalty: 3153.184326
	Iteration 38Q: 3 clusters Score -1869403 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1869416.750000 Penalty: 3153.184326
	Iteration 39Q: 3 clusters Score -1869417 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1869419.250000 Penalty: 3153.184326
	Iteration 40F: 3 clusters Score -1869419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1869431.375000 Penalty: 3153.184326
	Iteration 41Q: 3 clusters Score -1869431 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1869444.875000 Penalty: 3153.184326
	Iteration 42Q: 3 clusters Score -1869445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1869458.625000 Penalty: 3153.184326
	Iteration 43Q: 3 clusters Score -1869459 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1869482.125000 Penalty: 3153.184326
	Iteration 44Q: 3 clusters Score -1869482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1869492.875000 Penalty: 3153.184326
	Iteration 45Q: 3 clusters Score -1869493 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1869511.875000 Penalty: 3153.184326
	Iteration 46Q: 3 clusters Score -1869512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1869546.625000 Penalty: 3153.184326
	Iteration 47Q: 3 clusters Score -1869547 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1869578.750000 Penalty: 3153.184326
	Iteration 48Q: 3 clusters Score -1869579 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13719 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1869628.500000 Penalty: 3153.184326
	Iteration 49Q: 3 clusters Score -1869628 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1869669.000000 Penalty: 3153.184326
	Iteration 50Q: 3 clusters Score -1869669 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1869709.750000 Penalty: 3153.184326
	Iteration 51Q: 3 clusters Score -1869710 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1869756.500000 Penalty: 3153.184326
	Iteration 52Q: 3 clusters Score -1869756 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1869789.500000 Penalty: 3153.184326
	Iteration 53Q: 3 clusters Score -1869790 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1869833.500000 Penalty: 3153.184326
	Iteration 54Q: 3 clusters Score -1869834 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1869850.625000 Penalty: 3153.184326
	Iteration 55Q: 3 clusters Score -1869851 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1869881.875000 Penalty: 3153.184326
	Iteration 56Q: 3 clusters Score -1869882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -1869900.250000 Penalty: 3153.184326
	Iteration 57Q: 3 clusters Score -1869900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1869921.750000 Penalty: 3153.184326
	Iteration 58Q: 3 clusters Score -1869922 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1869937.625000 Penalty: 3153.184326
	Iteration 59Q: 3 clusters Score -1869938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1869954.875000 Penalty: 3153.184326
	Iteration 60F: 3 clusters Score -1869955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1869963.125000 Penalty: 3153.184326
	Iteration 61Q: 3 clusters Score -1869963 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1869973.750000 Penalty: 3153.184326
	Iteration 62Q: 3 clusters Score -1869974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1869976.750000 Penalty: 3153.184326
	Iteration 63Q: 3 clusters Score -1869977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1869980.750000 Penalty: 3153.184326
	Iteration 64Q: 3 clusters Score -1869981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1869981.125000 Penalty: 3153.184326
	Iteration 65Q: 3 clusters Score -1869981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -1869984.125000 Penalty: 3153.184326
	Iteration 66Q: 3 clusters Score -1869984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1869985.750000 Penalty: 3153.184326
	Iteration 67Q: 3 clusters Score -1869986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1869989.750000 Penalty: 3153.184326
	Iteration 68Q: 3 clusters Score -1869990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1869988.375000 Penalty: 3153.184326
	Iteration 69Q: 3 clusters Score -1869988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1869989.375000 Penalty: 3153.184326
	Iteration 70Q: 3 clusters Score -1869989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1869989.750000 Penalty: 3153.184326
	Iteration 71Q: 3 clusters Score -1869990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1869990.375000 Penalty: 3153.184326
	Iteration 72Q: 3 clusters Score -1869990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1869989.750000 Penalty: 3153.184326
	Iteration 73Q: 3 clusters Score -1869990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1869994.125000 Penalty: 3153.184326
	Iteration 74Q: 3 clusters Score -1869994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1869995.250000 Penalty: 3153.184326
	Iteration 75Q: 3 clusters Score -1869995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1869999.125000 Penalty: 3153.184326
	Iteration 76Q: 3 clusters Score -1869999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1869998.500000 Penalty: 3153.184326
	Iteration 77Q: 3 clusters Score -1869998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1869996.375000 Penalty: 3153.184326
	Iteration 78Q: 3 clusters Score -1869996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1869996.375000 Penalty: 3153.184326
	Iteration 79F: 3 clusters Score -1869996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Entering Unmasked Estep 
Score: -160360.906250 Penalty: 1179.148315
	Iteration 0F: 2 clusters Score -160360.9 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 710 members 
Entering Unmasked Estep 
Score: -158654.421875 Penalty: 2358.296631
	Iteration 0F: 3 clusters Score -158654.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -158981.812500 Penalty: 2358.296631
	Iteration 1F: 3 clusters Score -158981.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159062.921875 Penalty: 2358.296631
	Iteration 2F: 3 clusters Score -159062.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -159101.593750 Penalty: 2358.296631
	Iteration 3Q: 3 clusters Score -159101.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159120.921875 Penalty: 2358.296631
	Iteration 4Q: 3 clusters Score -159120.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159131.109375 Penalty: 2358.296631
	Iteration 5Q: 3 clusters Score -159131.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -159139.593750 Penalty: 2358.296631
	Iteration 6Q: 3 clusters Score -159139.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -159149.125000 Penalty: 2358.296631
	Iteration 7Q: 3 clusters Score -159149.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -159160.046875 Penalty: 2358.296631
	Iteration 8Q: 3 clusters Score -159160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -159166.343750 Penalty: 2358.296631
	Iteration 9Q: 3 clusters Score -159166.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -159171.531250 Penalty: 2358.296631
	Iteration 10Q: 3 clusters Score -159171.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -159175.921875 Penalty: 2358.296631
	Iteration 11Q: 3 clusters Score -159175.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159178.843750 Penalty: 2358.296631
	Iteration 12Q: 3 clusters Score -159178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -159181.546875 Penalty: 2358.296631
	Iteration 13Q: 3 clusters Score -159181.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159182.859375 Penalty: 2358.296631
	Iteration 14Q: 3 clusters Score -159182.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159184.265625 Penalty: 2358.296631
	Iteration 15Q: 3 clusters Score -159184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -159185.078125 Penalty: 2358.296631
	Iteration 16Q: 3 clusters Score -159185.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159186.109375 Penalty: 2358.296631
	Iteration 17Q: 3 clusters Score -159186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -159186.109375 Penalty: 2358.296631
	Iteration 18F: 3 clusters Score -159186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Entering Unmasked Estep 
Score: -35004.664062 Penalty: 1022.980774
	Iteration 0F: 2 clusters Score -35004.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -34074.203125 Penalty: 2045.961548
	Iteration 0F: 3 clusters Score -34074.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -34409.707031 Penalty: 2045.961548
	Iteration 1F: 3 clusters Score -34409.71 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -34536.964844 Penalty: 2045.961548
	Iteration 2F: 3 clusters Score -34536.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -34636.261719 Penalty: 2045.961548
	Iteration 3F: 3 clusters Score -34636.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -34698.304688 Penalty: 2045.961548
	Iteration 4Q: 3 clusters Score -34698.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -34734.941406 Penalty: 2045.961548
	Iteration 5Q: 3 clusters Score -34734.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -34768.148438 Penalty: 2045.961548
	Iteration 6Q: 3 clusters Score -34768.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -34779.238281 Penalty: 2045.961548
	Iteration 7Q: 3 clusters Score -34779.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -34797.605469 Penalty: 2045.961548
	Iteration 8Q: 3 clusters Score -34797.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -34871.156250 Penalty: 2045.961548
	Iteration 9Q: 3 clusters Score -34871.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -34904.804688 Penalty: 2045.961548
	Iteration 10Q: 3 clusters Score -34904.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34922.851562 Penalty: 2045.961548
	Iteration 11Q: 3 clusters Score -34922.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34951.023438 Penalty: 2045.961548
	Iteration 12Q: 3 clusters Score -34951.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -34986.226562 Penalty: 2045.961548
	Iteration 13Q: 3 clusters Score -34986.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35047.917969 Penalty: 2045.961548
	Iteration 14Q: 3 clusters Score -35047.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35088.125000 Penalty: 2045.961548
	Iteration 15Q: 3 clusters Score -35088.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35104.136719 Penalty: 2045.961548
	Iteration 16Q: 3 clusters Score -35104.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -35108.472656 Penalty: 2045.961548
	Iteration 17Q: 3 clusters Score -35108.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -35111.675781 Penalty: 2045.961548
	Iteration 18Q: 3 clusters Score -35111.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35112.726562 Penalty: 2045.961548
	Iteration 19Q: 3 clusters Score -35112.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -35119.738281 Penalty: 2045.961548
	Iteration 20F: 3 clusters Score -35119.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35123.371094 Penalty: 2045.961548
	Iteration 21Q: 3 clusters Score -35123.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35123.371094 Penalty: 2045.961548
	Iteration 22F: 3 clusters Score -35123.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 337 members 
Mstep: Class 28 contains 2310 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 652 members 
Mstep: Class 40 contains 984 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 205 members 
Entering Unmasked Estep 
Score: -40126700.000000 Penalty: 89428.890625
Splitting cluster 27 changes total score from -40113088.000000 to -40126700.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 28 (2310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Entering Unmasked Estep 
Score: -251782.375000 Penalty: 1258.562988
	Iteration 0F: 2 clusters Score -251782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -249485.171875 Penalty: 2517.125977
	Iteration 0F: 3 clusters Score -249485.2 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -250040.265625 Penalty: 2517.125977
	Iteration 1F: 3 clusters Score -250040.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -250216.531250 Penalty: 2517.125977
	Iteration 2F: 3 clusters Score -250216.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -250367.140625 Penalty: 2517.125977
	Iteration 3F: 3 clusters Score -250367.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -250549.578125 Penalty: 2517.125977
	Iteration 4F: 3 clusters Score -250549.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -250874.796875 Penalty: 2517.125977
	Iteration 5F: 3 clusters Score -250874.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251615.656250 Penalty: 2517.125977
	Iteration 6F: 3 clusters Score -251615.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -252752.546875 Penalty: 2517.125977
	Iteration 7F: 3 clusters Score -252752.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -253277.312500 Penalty: 2517.125977
	Iteration 8F: 3 clusters Score -253277.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253371.531250 Penalty: 2517.125977
	Iteration 9Q: 3 clusters Score -253371.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253387.046875 Penalty: 2517.125977
	Iteration 10Q: 3 clusters Score -253387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253389.546875 Penalty: 2517.125977
	Iteration 11Q: 3 clusters Score -253389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -253389.546875 Penalty: 2517.125977
	Iteration 12F: 3 clusters Score -253389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 337 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Mstep: Class 36 contains 5223 members 
Mstep: Class 37 contains 748 members 
Mstep: Class 38 contains 3124 members 
Mstep: Class 39 contains 652 members 
Mstep: Class 40 contains 984 members 
Mstep: Class 41 contains 958 members 
Mstep: Class 42 contains 3346 members 
Mstep: Class 43 contains 205 members 
Mstep: Class 44 contains 1067 members 
Entering Unmasked Estep 
Score: -40127548.000000 Penalty: 91508.632812
Splitting cluster 28 changes total score from -40113088.000000 to -40127548.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 29 (9791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Entering Unmasked Estep 
Score: -1111759.000000 Penalty: 1493.248047
	Iteration 0F: 2 clusters Score -1111759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1104746.375000 Penalty: 2986.496094
	Iteration 0F: 3 clusters Score -1104746 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1106970.625000 Penalty: 2986.496094
	Iteration 1F: 3 clusters Score -1106971 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1107176.375000 Penalty: 2986.496094
	Iteration 2F: 3 clusters Score -1107176 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1107317.875000 Penalty: 2986.496094
	Iteration 3Q: 3 clusters Score -1107318 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1107448.875000 Penalty: 2986.496094
	Iteration 4Q: 3 clusters Score -1107449 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1107573.875000 Penalty: 2986.496094
	Iteration 5Q: 3 clusters Score -1107574 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1107689.625000 Penalty: 2986.496094
	Iteration 6Q: 3 clusters Score -1107690 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1107829.250000 Penalty: 2986.496094
	Iteration 7Q: 3 clusters Score -1107829 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1107977.875000 Penalty: 2986.496094
	Iteration 8Q: 3 clusters Score -1107978 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1108177.750000 Penalty: 2986.496094
	Iteration 9Q: 3 clusters Score -1108178 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -1108460.000000 Penalty: 2986.496094
	Iteration 10Q: 3 clusters Score -1108460 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1108805.375000 Penalty: 2986.496094
	Iteration 11F: 3 clusters Score -1108805 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1109222.500000 Penalty: 2986.496094
	Iteration 12F: 3 clusters Score -1109222 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1109630.625000 Penalty: 2986.496094
	Iteration 13Q: 3 clusters Score -1109631 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1109939.375000 Penalty: 2986.496094
	Iteration 14Q: 3 clusters Score -1109939 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -1110137.500000 Penalty: 2986.496094
	Iteration 15Q: 3 clusters Score -1110138 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1110269.500000 Penalty: 2986.496094
	Iteration 16Q: 3 clusters Score -1110270 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1110370.875000 Penalty: 2986.496094
	Iteration 17Q: 3 clusters Score -1110371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1110425.625000 Penalty: 2986.496094
	Iteration 18Q: 3 clusters Score -1110426 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1110456.125000 Penalty: 2986.496094
	Iteration 19Q: 3 clusters Score -1110456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1110473.250000 Penalty: 2986.496094
	Iteration 20F: 3 clusters Score -1110473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1110486.625000 Penalty: 2986.496094
	Iteration 21Q: 3 clusters Score -1110487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1110490.125000 Penalty: 2986.496094
	Iteration 22Q: 3 clusters Score -1110490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1110500.500000 Penalty: 2986.496094
	Iteration 23Q: 3 clusters Score -1110500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1110507.375000 Penalty: 2986.496094
	Iteration 24Q: 3 clusters Score -1110507 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1110520.250000 Penalty: 2986.496094
	Iteration 25Q: 3 clusters Score -1110520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1110524.125000 Penalty: 2986.496094
	Iteration 26Q: 3 clusters Score -1110524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1110524.625000 Penalty: 2986.496094
	Iteration 27Q: 3 clusters Score -1110525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1110526.750000 Penalty: 2986.496094
	Iteration 28Q: 3 clusters Score -1110527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1110528.625000 Penalty: 2986.496094
	Iteration 29Q: 3 clusters Score -1110529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1110529.875000 Penalty: 2986.496094
	Iteration 30Q: 3 clusters Score -1110530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1110529.875000 Penalty: 2986.496094
	Iteration 31F: 3 clusters Score -1110530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Entering Unmasked Estep 
Score: -1067597.125000 Penalty: 1483.589355
	Iteration 0F: 2 clusters Score -1067597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1061012.625000 Penalty: 2967.178711
	Iteration 0F: 3 clusters Score -1061013 nChanged 3934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1063111.250000 Penalty: 2967.178711
	Iteration 1F: 3 clusters Score -1063111 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1063419.625000 Penalty: 2967.178711
	Iteration 2F: 3 clusters Score -1063420 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1063712.250000 Penalty: 2967.178711
	Iteration 3F: 3 clusters Score -1063712 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1064050.000000 Penalty: 2967.178711
	Iteration 4F: 3 clusters Score -1064050 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1064443.000000 Penalty: 2967.178711
	Iteration 5F: 3 clusters Score -1064443 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -1064837.875000 Penalty: 2967.178711
	Iteration 6F: 3 clusters Score -1064838 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1065208.000000 Penalty: 2967.178711
	Iteration 7F: 3 clusters Score -1065208 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1065524.375000 Penalty: 2967.178711
	Iteration 8Q: 3 clusters Score -1065524 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1065764.125000 Penalty: 2967.178711
	Iteration 9Q: 3 clusters Score -1065764 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1065938.750000 Penalty: 2967.178711
	Iteration 10Q: 3 clusters Score -1065939 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1066086.125000 Penalty: 2967.178711
	Iteration 11Q: 3 clusters Score -1066086 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1066183.625000 Penalty: 2967.178711
	Iteration 12Q: 3 clusters Score -1066184 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1066257.875000 Penalty: 2967.178711
	Iteration 13Q: 3 clusters Score -1066258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1066302.125000 Penalty: 2967.178711
	Iteration 14Q: 3 clusters Score -1066302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1066339.500000 Penalty: 2967.178711
	Iteration 15Q: 3 clusters Score -1066340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1066361.625000 Penalty: 2967.178711
	Iteration 16Q: 3 clusters Score -1066362 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1066373.875000 Penalty: 2967.178711
	Iteration 17Q: 3 clusters Score -1066374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1066386.625000 Penalty: 2967.178711
	Iteration 18Q: 3 clusters Score -1066387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1066397.750000 Penalty: 2967.178711
	Iteration 19Q: 3 clusters Score -1066398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1066407.375000 Penalty: 2967.178711
	Iteration 20F: 3 clusters Score -1066407 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1066413.625000 Penalty: 2967.178711
	Iteration 21Q: 3 clusters Score -1066414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1066415.500000 Penalty: 2967.178711
	Iteration 22Q: 3 clusters Score -1066416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1066421.000000 Penalty: 2967.178711
	Iteration 23Q: 3 clusters Score -1066421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1066423.125000 Penalty: 2967.178711
	Iteration 24Q: 3 clusters Score -1066423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1066424.125000 Penalty: 2967.178711
	Iteration 25Q: 3 clusters Score -1066424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1066424.500000 Penalty: 2967.178711
	Iteration 26Q: 3 clusters Score -1066424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1066425.375000 Penalty: 2967.178711
	Iteration 27Q: 3 clusters Score -1066425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1066426.875000 Penalty: 2967.178711
	Iteration 28Q: 3 clusters Score -1066427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1066425.875000 Penalty: 2967.178711
	Iteration 29Q: 3 clusters Score -1066426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1066428.250000 Penalty: 2967.178711
	Iteration 30Q: 3 clusters Score -1066428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1066428.875000 Penalty: 2967.178711
	Iteration 31Q: 3 clusters Score -1066429 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1066430.625000 Penalty: 2967.178711
	Iteration 32Q: 3 clusters Score -1066431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1066430.500000 Penalty: 2967.178711
	Iteration 33Q: 3 clusters Score -1066430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1066430.375000 Penalty: 2967.178711
	Iteration 34Q: 3 clusters Score -1066430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1066430.625000 Penalty: 2967.178711
	Iteration 35Q: 3 clusters Score -1066431 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1066430.625000 Penalty: 2967.178711
	Iteration 36F: 3 clusters Score -1066431 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Entering Unmasked Estep 
Score: -621655.875000 Penalty: 1397.540039
	Iteration 0F: 2 clusters Score -621655.9 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 2724 members 
Entering Unmasked Estep 
Score: -617362.000000 Penalty: 2795.080078
	Iteration 0F: 3 clusters Score -617362 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -618728.187500 Penalty: 2795.080078
	Iteration 1F: 3 clusters Score -618728.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -619127.250000 Penalty: 2795.080078
	Iteration 2F: 3 clusters Score -619127.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -619409.812500 Penalty: 2795.080078
	Iteration 3F: 3 clusters Score -619409.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -619682.312500 Penalty: 2795.080078
	Iteration 4F: 3 clusters Score -619682.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -619965.125000 Penalty: 2795.080078
	Iteration 5F: 3 clusters Score -619965.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -620220.312500 Penalty: 2795.080078
	Iteration 6F: 3 clusters Score -620220.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -620489.437500 Penalty: 2795.080078
	Iteration 7F: 3 clusters Score -620489.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -620696.375000 Penalty: 2795.080078
	Iteration 8Q: 3 clusters Score -620696.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -620831.500000 Penalty: 2795.080078
	Iteration 9Q: 3 clusters Score -620831.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -620896.750000 Penalty: 2795.080078
	Iteration 10Q: 3 clusters Score -620896.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -620930.500000 Penalty: 2795.080078
	Iteration 11Q: 3 clusters Score -620930.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -620963.125000 Penalty: 2795.080078
	Iteration 12Q: 3 clusters Score -620963.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -620986.125000 Penalty: 2795.080078
	Iteration 13Q: 3 clusters Score -620986.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -620996.250000 Penalty: 2795.080078
	Iteration 14Q: 3 clusters Score -620996.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -620998.812500 Penalty: 2795.080078
	Iteration 15Q: 3 clusters Score -620998.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -621001.812500 Penalty: 2795.080078
	Iteration 16Q: 3 clusters Score -621001.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -621003.062500 Penalty: 2795.080078
	Iteration 17Q: 3 clusters Score -621003.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -621006.312500 Penalty: 2795.080078
	Iteration 18Q: 3 clusters Score -621006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -621007.750000 Penalty: 2795.080078
	Iteration 19Q: 3 clusters Score -621007.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -621008.625000 Penalty: 2795.080078
	Iteration 20F: 3 clusters Score -621008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -621011.625000 Penalty: 2795.080078
	Iteration 21Q: 3 clusters Score -621011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -621013.187500 Penalty: 2795.080078
	Iteration 22Q: 3 clusters Score -621013.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -621015.125000 Penalty: 2795.080078
	Iteration 23Q: 3 clusters Score -621015.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -621014.687500 Penalty: 2795.080078
	Iteration 24Q: 3 clusters Score -621014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -621016.062500 Penalty: 2795.080078
	Iteration 25Q: 3 clusters Score -621016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -621016.062500 Penalty: 2795.080078
	Iteration 26F: 3 clusters Score -621016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -288594.250000 Penalty: 1275.134399
	Iteration 0F: 2 clusters Score -288594.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286152.593750 Penalty: 2550.268799
	Iteration 0F: 3 clusters Score -286152.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -286677.593750 Penalty: 2550.268799
	Iteration 1F: 3 clusters Score -286677.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -286826.000000 Penalty: 2550.268799
	Iteration 2F: 3 clusters Score -286826 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -286934.125000 Penalty: 2550.268799
	Iteration 3F: 3 clusters Score -286934.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -287047.375000 Penalty: 2550.268799
	Iteration 4Q: 3 clusters Score -287047.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -287143.593750 Penalty: 2550.268799
	Iteration 5Q: 3 clusters Score -287143.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -287231.406250 Penalty: 2550.268799
	Iteration 6Q: 3 clusters Score -287231.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287303.906250 Penalty: 2550.268799
	Iteration 7Q: 3 clusters Score -287303.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -287393.750000 Penalty: 2550.268799
	Iteration 8Q: 3 clusters Score -287393.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287475.218750 Penalty: 2550.268799
	Iteration 9Q: 3 clusters Score -287475.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -287566.312500 Penalty: 2550.268799
	Iteration 10Q: 3 clusters Score -287566.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287653.718750 Penalty: 2550.268799
	Iteration 11Q: 3 clusters Score -287653.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -287730.593750 Penalty: 2550.268799
	Iteration 12Q: 3 clusters Score -287730.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -287783.562500 Penalty: 2550.268799
	Iteration 13Q: 3 clusters Score -287783.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -287832.375000 Penalty: 2550.268799
	Iteration 14Q: 3 clusters Score -287832.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -287874.156250 Penalty: 2550.268799
	Iteration 15Q: 3 clusters Score -287874.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -287907.250000 Penalty: 2550.268799
	Iteration 16Q: 3 clusters Score -287907.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -287930.843750 Penalty: 2550.268799
	Iteration 17Q: 3 clusters Score -287930.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -287951.406250 Penalty: 2550.268799
	Iteration 18Q: 3 clusters Score -287951.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -287968.031250 Penalty: 2550.268799
	Iteration 19Q: 3 clusters Score -287968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -287976.750000 Penalty: 2550.268799
	Iteration 20F: 3 clusters Score -287976.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -287981.625000 Penalty: 2550.268799
	Iteration 21Q: 3 clusters Score -287981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -287982.937500 Penalty: 2550.268799
	Iteration 22Q: 3 clusters Score -287982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -287983.781250 Penalty: 2550.268799
	Iteration 23Q: 3 clusters Score -287983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -287984.406250 Penalty: 2550.268799
	Iteration 24Q: 3 clusters Score -287984.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -287984.406250 Penalty: 2550.268799
	Iteration 25F: 3 clusters Score -287984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -161867.125000 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -161867.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -160124.296875 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -160124.3 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -160494.984375 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -160495 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160594.984375 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -160595 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -160667.437500 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -160667.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -160713.812500 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -160713.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160746.375000 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -160746.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -160793.718750 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -160793.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -160874.140625 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -160874.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -161017.546875 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -161017.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161146.015625 Penalty: 2367.789795
	Iteration 9F: 3 clusters Score -161146 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161226.937500 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -161226.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -161263.484375 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -161263.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -161291.234375 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -161291.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -161329.296875 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -161329.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -161365.484375 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -161365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -161398.328125 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -161398.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -161426.531250 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -161426.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161451.718750 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -161451.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -161463.937500 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -161463.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -161477.562500 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -161477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -161483.343750 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -161483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -161484.781250 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -161484.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -161486.468750 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -161486.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -161486.468750 Penalty: 2367.789795
	Iteration 23F: 3 clusters Score -161486.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Entering Unmasked Estep 
Score: -948275.687500 Penalty: 1469.562134
	Iteration 0F: 2 clusters Score -948275.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -942095.687500 Penalty: 2939.124268
	Iteration 0F: 3 clusters Score -942095.7 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -944143.375000 Penalty: 2939.124268
	Iteration 1F: 3 clusters Score -944143.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -944445.625000 Penalty: 2939.124268
	Iteration 2F: 3 clusters Score -944445.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -944696.875000 Penalty: 2939.124268
	Iteration 3F: 3 clusters Score -944696.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -944908.062500 Penalty: 2939.124268
	Iteration 4F: 3 clusters Score -944908.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -945170.437500 Penalty: 2939.124268
	Iteration 5Q: 3 clusters Score -945170.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -945507.562500 Penalty: 2939.124268
	Iteration 6F: 3 clusters Score -945507.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -945885.625000 Penalty: 2939.124268
	Iteration 7F: 3 clusters Score -945885.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -946285.187500 Penalty: 2939.124268
	Iteration 8F: 3 clusters Score -946285.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -946629.750000 Penalty: 2939.124268
	Iteration 9F: 3 clusters Score -946629.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -946851.875000 Penalty: 2939.124268
	Iteration 10Q: 3 clusters Score -946851.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -947006.875000 Penalty: 2939.124268
	Iteration 11Q: 3 clusters Score -947006.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -947140.125000 Penalty: 2939.124268
	Iteration 12Q: 3 clusters Score -947140.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -947250.437500 Penalty: 2939.124268
	Iteration 13Q: 3 clusters Score -947250.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -947331.812500 Penalty: 2939.124268
	Iteration 14Q: 3 clusters Score -947331.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -947398.500000 Penalty: 2939.124268
	Iteration 15Q: 3 clusters Score -947398.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -947449.375000 Penalty: 2939.124268
	Iteration 16Q: 3 clusters Score -947449.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -947493.750000 Penalty: 2939.124268
	Iteration 17Q: 3 clusters Score -947493.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -947535.750000 Penalty: 2939.124268
	Iteration 18Q: 3 clusters Score -947535.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -947557.062500 Penalty: 2939.124268
	Iteration 19Q: 3 clusters Score -947557.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -947576.062500 Penalty: 2939.124268
	Iteration 20F: 3 clusters Score -947576.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -947604.437500 Penalty: 2939.124268
	Iteration 21Q: 3 clusters Score -947604.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -947630.125000 Penalty: 2939.124268
	Iteration 22Q: 3 clusters Score -947630.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -947649.312500 Penalty: 2939.124268
	Iteration 23Q: 3 clusters Score -947649.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -947667.687500 Penalty: 2939.124268
	Iteration 24Q: 3 clusters Score -947667.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -947692.125000 Penalty: 2939.124268
	Iteration 25Q: 3 clusters Score -947692.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -947702.125000 Penalty: 2939.124268
	Iteration 26Q: 3 clusters Score -947702.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -947717.375000 Penalty: 2939.124268
	Iteration 27Q: 3 clusters Score -947717.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -947730.500000 Penalty: 2939.124268
	Iteration 28Q: 3 clusters Score -947730.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -947738.062500 Penalty: 2939.124268
	Iteration 29Q: 3 clusters Score -947738.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -947742.937500 Penalty: 2939.124268
	Iteration 30Q: 3 clusters Score -947742.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -947746.875000 Penalty: 2939.124268
	Iteration 31Q: 3 clusters Score -947746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -947747.375000 Penalty: 2939.124268
	Iteration 32Q: 3 clusters Score -947747.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -947752.937500 Penalty: 2939.124268
	Iteration 33Q: 3 clusters Score -947752.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -947754.437500 Penalty: 2939.124268
	Iteration 34Q: 3 clusters Score -947754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -947753.625000 Penalty: 2939.124268
	Iteration 35Q: 3 clusters Score -947753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -947754.750000 Penalty: 2939.124268
	Iteration 36Q: 3 clusters Score -947754.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -947754.500000 Penalty: 2939.124268
	Iteration 37Q: 3 clusters Score -947754.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -947755.312500 Penalty: 2939.124268
	Iteration 38Q: 3 clusters Score -947755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -947754.125000 Penalty: 2939.124268
	Iteration 39Q: 3 clusters Score -947754.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -947755.937500 Penalty: 2939.124268
	Iteration 40F: 3 clusters Score -947755.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -947758.375000 Penalty: 2939.124268
	Iteration 41Q: 3 clusters Score -947758.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -947759.312500 Penalty: 2939.124268
	Iteration 42Q: 3 clusters Score -947759.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -947758.437500 Penalty: 2939.124268
	Iteration 43Q: 3 clusters Score -947758.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -947759.187500 Penalty: 2939.124268
	Iteration 44Q: 3 clusters Score -947759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -947758.125000 Penalty: 2939.124268
	Iteration 45Q: 3 clusters Score -947758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -947758.187500 Penalty: 2939.124268
	Iteration 46Q: 3 clusters Score -947758.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -947759.812500 Penalty: 2939.124268
	Iteration 47Q: 3 clusters Score -947759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -947759.812500 Penalty: 2939.124268
	Iteration 48F: 3 clusters Score -947759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Entering Unmasked Estep 
Score: -1108367.375000 Penalty: 1491.361694
	Iteration 0F: 2 clusters Score -1108367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1101393.125000 Penalty: 2982.723389
	Iteration 0F: 3 clusters Score -1101393 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1103742.500000 Penalty: 2982.723389
	Iteration 1F: 3 clusters Score -1103742 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1104046.000000 Penalty: 2982.723389
	Iteration 2F: 3 clusters Score -1104046 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1104297.250000 Penalty: 2982.723389
	Iteration 3F: 3 clusters Score -1104297 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1104575.750000 Penalty: 2982.723389
	Iteration 4F: 3 clusters Score -1104576 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1104832.625000 Penalty: 2982.723389
	Iteration 5Q: 3 clusters Score -1104833 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1105082.125000 Penalty: 2982.723389
	Iteration 6Q: 3 clusters Score -1105082 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1105316.000000 Penalty: 2982.723389
	Iteration 7Q: 3 clusters Score -1105316 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1105538.750000 Penalty: 2982.723389
	Iteration 8Q: 3 clusters Score -1105539 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1105742.000000 Penalty: 2982.723389
	Iteration 9Q: 3 clusters Score -1105742 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1105926.000000 Penalty: 2982.723389
	Iteration 10Q: 3 clusters Score -1105926 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1106053.875000 Penalty: 2982.723389
	Iteration 11Q: 3 clusters Score -1106054 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1106151.875000 Penalty: 2982.723389
	Iteration 12Q: 3 clusters Score -1106152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1106243.000000 Penalty: 2982.723389
	Iteration 13Q: 3 clusters Score -1106243 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1106308.625000 Penalty: 2982.723389
	Iteration 14Q: 3 clusters Score -1106309 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1106375.375000 Penalty: 2982.723389
	Iteration 15Q: 3 clusters Score -1106375 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1106429.375000 Penalty: 2982.723389
	Iteration 16Q: 3 clusters Score -1106429 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1106467.750000 Penalty: 2982.723389
	Iteration 17Q: 3 clusters Score -1106468 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1106498.625000 Penalty: 2982.723389
	Iteration 18Q: 3 clusters Score -1106499 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1106523.625000 Penalty: 2982.723389
	Iteration 19Q: 3 clusters Score -1106524 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1106541.875000 Penalty: 2982.723389
	Iteration 20F: 3 clusters Score -1106542 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1106557.125000 Penalty: 2982.723389
	Iteration 21Q: 3 clusters Score -1106557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1106570.375000 Penalty: 2982.723389
	Iteration 22Q: 3 clusters Score -1106570 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1106581.625000 Penalty: 2982.723389
	Iteration 23Q: 3 clusters Score -1106582 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1106589.625000 Penalty: 2982.723389
	Iteration 24Q: 3 clusters Score -1106590 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1106599.250000 Penalty: 2982.723389
	Iteration 25Q: 3 clusters Score -1106599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1106605.375000 Penalty: 2982.723389
	Iteration 26Q: 3 clusters Score -1106605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1106614.875000 Penalty: 2982.723389
	Iteration 27Q: 3 clusters Score -1106615 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1106622.500000 Penalty: 2982.723389
	Iteration 28Q: 3 clusters Score -1106622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -1106628.750000 Penalty: 2982.723389
	Iteration 29Q: 3 clusters Score -1106629 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1106634.000000 Penalty: 2982.723389
	Iteration 30Q: 3 clusters Score -1106634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1106638.250000 Penalty: 2982.723389
	Iteration 31Q: 3 clusters Score -1106638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1106641.500000 Penalty: 2982.723389
	Iteration 32Q: 3 clusters Score -1106642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1106647.000000 Penalty: 2982.723389
	Iteration 33Q: 3 clusters Score -1106647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1106653.500000 Penalty: 2982.723389
	Iteration 34Q: 3 clusters Score -1106654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1106656.500000 Penalty: 2982.723389
	Iteration 35Q: 3 clusters Score -1106656 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1106664.875000 Penalty: 2982.723389
	Iteration 36Q: 3 clusters Score -1106665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1106666.750000 Penalty: 2982.723389
	Iteration 37Q: 3 clusters Score -1106667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1106670.625000 Penalty: 2982.723389
	Iteration 38Q: 3 clusters Score -1106671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1106669.500000 Penalty: 2982.723389
	Iteration 39Q: 3 clusters Score -1106670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1106670.875000 Penalty: 2982.723389
	Iteration 40F: 3 clusters Score -1106671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1106669.375000 Penalty: 2982.723389
	Iteration 41Q: 3 clusters Score -1106669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1106670.875000 Penalty: 2982.723389
	Iteration 42Q: 3 clusters Score -1106671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1106674.125000 Penalty: 2982.723389
	Iteration 43Q: 3 clusters Score -1106674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1106674.250000 Penalty: 2982.723389
	Iteration 44Q: 3 clusters Score -1106674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1106678.875000 Penalty: 2982.723389
	Iteration 45Q: 3 clusters Score -1106679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1106677.875000 Penalty: 2982.723389
	Iteration 46Q: 3 clusters Score -1106678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1106679.625000 Penalty: 2982.723389
	Iteration 47Q: 3 clusters Score -1106680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1106682.375000 Penalty: 2982.723389
	Iteration 48Q: 3 clusters Score -1106682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1106681.750000 Penalty: 2982.723389
	Iteration 49Q: 3 clusters Score -1106682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1106683.625000 Penalty: 2982.723389
	Iteration 50Q: 3 clusters Score -1106684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1106681.125000 Penalty: 2982.723389
	Iteration 51Q: 3 clusters Score -1106681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1106684.000000 Penalty: 2982.723389
	Iteration 52Q: 3 clusters Score -1106684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1106683.375000 Penalty: 2982.723389
	Iteration 53Q: 3 clusters Score -1106683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1106682.625000 Penalty: 2982.723389
	Iteration 54Q: 3 clusters Score -1106683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1106681.750000 Penalty: 2982.723389
	Iteration 55Q: 3 clusters Score -1106682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1106681.750000 Penalty: 2982.723389
	Iteration 56F: 3 clusters Score -1106682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 85407 members 
Mstep: Class 3 contains 2305 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 44379 members 
Mstep: Class 6 contains 2055 members 
Mstep: Class 7 contains 21085 members 
Mstep: Class 8 contains 4313 members 
Mstep: Class 9 contains 685 members 
Mstep: Class 10 contains 1576 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18510 members 
Mstep: Class 16 contains 9625 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 6060 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4358 members 
Mstep: Class 22 contains 4863 members 
Mstep: Class 23 contains 6273 members 
Mstep: Class 24 contains 1947 members 
Mstep: Class 25 contains 16352 members 
Mstep: Class 26 contains 1417 members 
Mstep: Class 27 contains 337 members 
Mstep: Class 28 contains 1243 members 
Mstep: Class 29 contains 9791 members 
Mstep: Class 30 contains 9226 members 
Mstep: Class 31 contains 5433 members 
Mstep: Class 32 contains 2558 members 
Mstep: Class 33 contains 1459 members 
Mstep: Class 34 contains 8463 members 
Mstep: Class 35 contains 9678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40129240.000000 Penalty: 91508.632812
Iteration 79Q: 45 clusters Score -4.012924e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2299 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44311 members 
Mstep: Class 6 contains 2038 members 
Mstep: Class 7 contains 21084 members 
Mstep: Class 8 contains 4312 members 
Mstep: Class 9 contains 704 members 
Mstep: Class 10 contains 1575 members 
Mstep: Class 11 contains 5037 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 45647 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18598 members 
Mstep: Class 16 contains 9615 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 5048 members 
Mstep: Class 19 contains 6062 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4374 members 
Mstep: Class 22 contains 4813 members 
Mstep: Class 23 contains 6278 members 
Mstep: Class 24 contains 1956 members 
Mstep: Class 25 contains 16393 members 
Mstep: Class 26 contains 1419 members 
Mstep: Class 27 contains 355 members 
Mstep: Class 28 contains 1344 members 
Mstep: Class 29 contains 9862 members 
Mstep: Class 30 contains 9171 members 
Mstep: Class 31 contains 5365 members 
Mstep: Class 32 contains 2568 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 8446 members 
Mstep: Class 35 contains 9681 members 
Mstep: Class 36 contains 5012 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 3097 members 
Mstep: Class 39 contains 661 members 
Mstep: Class 40 contains 934 members 
Mstep: Class 41 contains 948 members 
Mstep: Class 42 contains 3227 members 
Mstep: Class 43 contains 195 members 
Mstep: Class 44 contains 971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40132356.000000 Penalty: 91508.632812
Iteration 80F: 45 clusters Score -4.013236e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 85354 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44234 members 
Mstep: Class 6 contains 2032 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 693 members 
Mstep: Class 10 contains 1572 members 
Mstep: Class 11 contains 5000 members 
Mstep: Class 12 contains 1425 members 
Mstep: Class 13 contains 45605 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18577 members 
Mstep: Class 16 contains 9470 members 
Mstep: Class 17 contains 585 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4364 members 
Mstep: Class 22 contains 4768 members 
Mstep: Class 23 contains 6279 members 
Mstep: Class 24 contains 1967 members 
Mstep: Class 25 contains 16325 members 
Mstep: Class 26 contains 1410 members 
Mstep: Class 27 contains 361 members 
Mstep: Class 28 contains 1393 members 
Mstep: Class 29 contains 9740 members 
Mstep: Class 30 contains 9119 members 
Mstep: Class 31 contains 5337 members 
Mstep: Class 32 contains 2570 members 
Mstep: Class 33 contains 1448 members 
Mstep: Class 34 contains 8393 members 
Mstep: Class 35 contains 9636 members 
Mstep: Class 36 contains 5343 members 
Mstep: Class 37 contains 842 members 
Mstep: Class 38 contains 3110 members 
Mstep: Class 39 contains 737 members 
Mstep: Class 40 contains 1009 members 
Mstep: Class 41 contains 1212 members 
Mstep: Class 42 contains 3184 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40134140.000000 Penalty: 91508.632812
Iteration 81Q: 45 clusters Score -4.013414e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 85350 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44182 members 
Mstep: Class 6 contains 2024 members 
Mstep: Class 7 contains 20843 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 687 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 1517 members 
Mstep: Class 13 contains 45575 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18548 members 
Mstep: Class 16 contains 9368 members 
Mstep: Class 17 contains 601 members 
Mstep: Class 18 contains 5064 members 
Mstep: Class 19 contains 6012 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4371 members 
Mstep: Class 22 contains 4734 members 
Mstep: Class 23 contains 6288 members 
Mstep: Class 24 contains 1972 members 
Mstep: Class 25 contains 16288 members 
Mstep: Class 26 contains 1400 members 
Mstep: Class 27 contains 370 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9710 members 
Mstep: Class 30 contains 9086 members 
Mstep: Class 31 contains 5320 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1444 members 
Mstep: Class 34 contains 8347 members 
Mstep: Class 35 contains 9616 members 
Mstep: Class 36 contains 5513 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3113 members 
Mstep: Class 39 contains 784 members 
Mstep: Class 40 contains 1050 members 
Mstep: Class 41 contains 1355 members 
Mstep: Class 42 contains 3146 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40134268.000000 Penalty: 91508.632812
Iteration 82Q: 45 clusters Score -4.013427e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 85350 members 
Mstep: Class 3 contains 2291 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 44132 members 
Mstep: Class 6 contains 2019 members 
Mstep: Class 7 contains 20783 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 682 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4977 members 
Mstep: Class 12 contains 1577 members 
Mstep: Class 13 contains 45560 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18536 members 
Mstep: Class 16 contains 9286 members 
Mstep: Class 17 contains 623 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 4382 members 
Mstep: Class 22 contains 4717 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 1973 members 
Mstep: Class 25 contains 16265 members 
Mstep: Class 26 contains 1393 members 
Mstep: Class 27 contains 373 members 
Mstep: Class 28 contains 1416 members 
Mstep: Class 29 contains 9692 members 
Mstep: Class 30 contains 9075 members 
Mstep: Class 31 contains 5305 members 
Mstep: Class 32 contains 2579 members 
Mstep: Class 33 contains 1444 members 
Mstep: Class 34 contains 8315 members 
Mstep: Class 35 contains 9608 members 
Mstep: Class 36 contains 5618 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3114 members 
Mstep: Class 39 contains 826 members 
Mstep: Class 40 contains 1071 members 
Mstep: Class 41 contains 1441 members 
Mstep: Class 42 contains 3110 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40134656.000000 Penalty: 91508.632812
Iteration 83Q: 45 clusters Score -4.013466e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 85347 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 7 contains 20737 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 674 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4966 members 
Mstep: Class 12 contains 1612 members 
Mstep: Class 13 contains 45561 members 
Mstep: Class 14 contains 1100 members 
Mstep: Class 15 contains 18516 members 
Mstep: Class 16 contains 9228 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 18 contains 5111 members 
Mstep: Class 19 contains 6005 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 4389 members 
Mstep: Class 22 contains 4701 members 
Mstep: Class 23 contains 6311 members 
Mstep: Class 24 contains 1979 members 
Mstep: Class 25 contains 16252 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 374 members 
Mstep: Class 28 contains 1416 members 
Mstep: Class 29 contains 9685 members 
Mstep: Class 30 contains 9068 members 
Mstep: Class 31 contains 5293 members 
Mstep: Class 32 contains 2580 members 
Mstep: Class 33 contains 1446 members 
Mstep: Class 34 contains 8276 members 
Mstep: Class 35 contains 9600 members 
Mstep: Class 36 contains 5689 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3120 members 
Mstep: Class 39 contains 864 members 
Mstep: Class 40 contains 1079 members 
Mstep: Class 41 contains 1513 members 
Mstep: Class 42 contains 3091 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40134836.000000 Penalty: 91508.632812
Iteration 84Q: 45 clusters Score -4.013484e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 85346 members 
Mstep: Class 3 contains 2270 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 44097 members 
Mstep: Class 6 contains 2012 members 
Mstep: Class 7 contains 20701 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 668 members 
Mstep: Class 10 contains 1567 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 1633 members 
Mstep: Class 13 contains 45541 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18489 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 652 members 
Mstep: Class 18 contains 5131 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 954 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 4693 members 
Mstep: Class 23 contains 6314 members 
Mstep: Class 24 contains 1980 members 
Mstep: Class 25 contains 16244 members 
Mstep: Class 26 contains 1391 members 
Mstep: Class 27 contains 376 members 
Mstep: Class 28 contains 1416 members 
Mstep: Class 29 contains 9679 members 
Mstep: Class 30 contains 9064 members 
Mstep: Class 31 contains 5275 members 
Mstep: Class 32 contains 2579 members 
Mstep: Class 33 contains 1446 members 
Mstep: Class 34 contains 8256 members 
Mstep: Class 35 contains 9596 members 
Mstep: Class 36 contains 5757 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3130 members 
Mstep: Class 39 contains 890 members 
Mstep: Class 40 contains 1089 members 
Mstep: Class 41 contains 1553 members 
Mstep: Class 42 contains 3075 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135056.000000 Penalty: 91508.632812
Iteration 85Q: 45 clusters Score -4.013506e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 85338 members 
Mstep: Class 3 contains 2262 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 20669 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 667 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 1646 members 
Mstep: Class 13 contains 45534 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18475 members 
Mstep: Class 16 contains 9126 members 
Mstep: Class 17 contains 659 members 
Mstep: Class 18 contains 5148 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 954 members 
Mstep: Class 21 contains 4406 members 
Mstep: Class 22 contains 4680 members 
Mstep: Class 23 contains 6317 members 
Mstep: Class 24 contains 1989 members 
Mstep: Class 25 contains 16231 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 376 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9676 members 
Mstep: Class 30 contains 9061 members 
Mstep: Class 31 contains 5256 members 
Mstep: Class 32 contains 2579 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 8237 members 
Mstep: Class 35 contains 9594 members 
Mstep: Class 36 contains 5806 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3147 members 
Mstep: Class 39 contains 914 members 
Mstep: Class 40 contains 1095 members 
Mstep: Class 41 contains 1603 members 
Mstep: Class 42 contains 3058 members 
Mstep: Class 43 contains 201 members 
Mstep: Class 44 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135240.000000 Penalty: 91508.632812
Iteration 86Q: 45 clusters Score -4.013524e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 85352 members 
Mstep: Class 3 contains 2252 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 44077 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 7 contains 20655 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 666 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1663 members 
Mstep: Class 13 contains 45530 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18453 members 
Mstep: Class 16 contains 9093 members 
Mstep: Class 17 contains 667 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 6013 members 
Mstep: Class 20 contains 954 members 
Mstep: Class 21 contains 4410 members 
Mstep: Class 22 contains 4675 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 1998 members 
Mstep: Class 25 contains 16217 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 378 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9672 members 
Mstep: Class 30 contains 9059 members 
Mstep: Class 31 contains 5235 members 
Mstep: Class 32 contains 2578 members 
Mstep: Class 33 contains 1445 members 
Mstep: Class 34 contains 8222 members 
Mstep: Class 35 contains 9589 members 
Mstep: Class 36 contains 5815 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3165 members 
Mstep: Class 39 contains 929 members 
Mstep: Class 40 contains 1096 members 
Mstep: Class 41 contains 1630 members 
Mstep: Class 42 contains 3045 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135340.000000 Penalty: 91508.632812
Iteration 87Q: 45 clusters Score -4.013534e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 85351 members 
Mstep: Class 3 contains 2247 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 20636 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 664 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 45527 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18430 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 671 members 
Mstep: Class 18 contains 5164 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 4413 members 
Mstep: Class 22 contains 4670 members 
Mstep: Class 23 contains 6326 members 
Mstep: Class 24 contains 2001 members 
Mstep: Class 25 contains 16201 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 9057 members 
Mstep: Class 31 contains 5222 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1447 members 
Mstep: Class 34 contains 8205 members 
Mstep: Class 35 contains 9587 members 
Mstep: Class 36 contains 5843 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3177 members 
Mstep: Class 39 contains 934 members 
Mstep: Class 40 contains 1100 members 
Mstep: Class 41 contains 1660 members 
Mstep: Class 42 contains 3034 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135372.000000 Penalty: 91508.632812
Iteration 88Q: 45 clusters Score -4.013537e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 85360 members 
Mstep: Class 3 contains 2244 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 20620 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 1681 members 
Mstep: Class 13 contains 45522 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18410 members 
Mstep: Class 16 contains 9040 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 959 members 
Mstep: Class 21 contains 4417 members 
Mstep: Class 22 contains 4667 members 
Mstep: Class 23 contains 6328 members 
Mstep: Class 24 contains 2001 members 
Mstep: Class 25 contains 16187 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 385 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9668 members 
Mstep: Class 30 contains 9053 members 
Mstep: Class 31 contains 5208 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1448 members 
Mstep: Class 34 contains 8198 members 
Mstep: Class 35 contains 9579 members 
Mstep: Class 36 contains 5865 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3190 members 
Mstep: Class 39 contains 939 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 1690 members 
Mstep: Class 42 contains 3015 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135376.000000 Penalty: 91508.632812
Iteration 89Q: 45 clusters Score -4.013538e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 85368 members 
Mstep: Class 3 contains 2239 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44079 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 20609 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 1684 members 
Mstep: Class 13 contains 45523 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18405 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 681 members 
Mstep: Class 18 contains 5179 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 4421 members 
Mstep: Class 22 contains 4663 members 
Mstep: Class 23 contains 6332 members 
Mstep: Class 24 contains 2005 members 
Mstep: Class 25 contains 16171 members 
Mstep: Class 26 contains 1390 members 
Mstep: Class 27 contains 386 members 
Mstep: Class 28 contains 1415 members 
Mstep: Class 29 contains 9669 members 
Mstep: Class 30 contains 9054 members 
Mstep: Class 31 contains 5182 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1449 members 
Mstep: Class 34 contains 8185 members 
Mstep: Class 35 contains 9575 members 
Mstep: Class 36 contains 5875 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3207 members 
Mstep: Class 39 contains 940 members 
Mstep: Class 40 contains 1103 members 
Mstep: Class 41 contains 1705 members 
Mstep: Class 42 contains 2997 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135420.000000 Penalty: 91508.632812
Iteration 90Q: 45 clusters Score -4.013542e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85374 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44079 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 20597 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 1568 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 1689 members 
Mstep: Class 13 contains 45525 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18395 members 
Mstep: Class 16 contains 9009 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 18 contains 5185 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 960 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 4660 members 
Mstep: Class 23 contains 6333 members 
Mstep: Class 24 contains 2006 members 
Mstep: Class 25 contains 16166 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1418 members 
Mstep: Class 29 contains 9669 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 5166 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1450 members 
Mstep: Class 34 contains 8174 members 
Mstep: Class 35 contains 9573 members 
Mstep: Class 36 contains 5887 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3232 members 
Mstep: Class 39 contains 947 members 
Mstep: Class 40 contains 1106 members 
Mstep: Class 41 contains 1723 members 
Mstep: Class 42 contains 2969 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135300.000000 Penalty: 91508.632812
Iteration 91Q: 45 clusters Score -4.01353e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 85375 members 
Mstep: Class 3 contains 2228 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44079 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 20592 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4955 members 
Mstep: Class 12 contains 1691 members 
Mstep: Class 13 contains 45524 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18384 members 
Mstep: Class 16 contains 8995 members 
Mstep: Class 17 contains 684 members 
Mstep: Class 18 contains 5186 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 4438 members 
Mstep: Class 22 contains 4657 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 2005 members 
Mstep: Class 25 contains 16163 members 
Mstep: Class 26 contains 1389 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 5157 members 
Mstep: Class 32 contains 2578 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8169 members 
Mstep: Class 35 contains 9574 members 
Mstep: Class 36 contains 5897 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3258 members 
Mstep: Class 39 contains 953 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1736 members 
Mstep: Class 42 contains 2943 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135396.000000 Penalty: 91508.632812
Iteration 92Q: 45 clusters Score -4.01354e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 85377 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 7 contains 20585 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4956 members 
Mstep: Class 12 contains 1692 members 
Mstep: Class 13 contains 45522 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18372 members 
Mstep: Class 16 contains 8981 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 4451 members 
Mstep: Class 22 contains 4656 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 16159 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 5151 members 
Mstep: Class 32 contains 2578 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8164 members 
Mstep: Class 35 contains 9575 members 
Mstep: Class 36 contains 5922 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3300 members 
Mstep: Class 39 contains 955 members 
Mstep: Class 40 contains 1103 members 
Mstep: Class 41 contains 1745 members 
Mstep: Class 42 contains 2897 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135524.000000 Penalty: 91508.632812
Iteration 93Q: 45 clusters Score -4.013552e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 85375 members 
Mstep: Class 3 contains 2217 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44080 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 20576 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1695 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18365 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 5192 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 4463 members 
Mstep: Class 22 contains 4652 members 
Mstep: Class 23 contains 6336 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 9672 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2580 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8162 members 
Mstep: Class 35 contains 9575 members 
Mstep: Class 36 contains 5938 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3349 members 
Mstep: Class 39 contains 956 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1758 members 
Mstep: Class 42 contains 2842 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135580.000000 Penalty: 91508.632812
Iteration 94Q: 45 clusters Score -4.013558e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 85372 members 
Mstep: Class 3 contains 2214 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 44078 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 20574 members 
Mstep: Class 8 contains 4263 members 
Mstep: Class 9 contains 661 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18358 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 4472 members 
Mstep: Class 22 contains 4644 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16155 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1422 members 
Mstep: Class 29 contains 9672 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 5149 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8164 members 
Mstep: Class 35 contains 9575 members 
Mstep: Class 36 contains 5955 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3390 members 
Mstep: Class 39 contains 959 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1763 members 
Mstep: Class 42 contains 2800 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135732.000000 Penalty: 91508.632812
Iteration 95Q: 45 clusters Score -4.013573e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 85377 members 
Mstep: Class 3 contains 2208 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 4261 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45514 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18351 members 
Mstep: Class 16 contains 8953 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 4484 members 
Mstep: Class 22 contains 4642 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16156 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 9671 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8163 members 
Mstep: Class 35 contains 9573 members 
Mstep: Class 36 contains 5968 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3425 members 
Mstep: Class 39 contains 961 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1769 members 
Mstep: Class 42 contains 2759 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135704.000000 Penalty: 91508.632812
Iteration 96Q: 45 clusters Score -4.01357e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85385 members 
Mstep: Class 3 contains 2205 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18348 members 
Mstep: Class 16 contains 8937 members 
Mstep: Class 17 contains 685 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 4499 members 
Mstep: Class 22 contains 4639 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16155 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8162 members 
Mstep: Class 35 contains 9574 members 
Mstep: Class 36 contains 5978 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3458 members 
Mstep: Class 39 contains 963 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1768 members 
Mstep: Class 42 contains 2715 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135664.000000 Penalty: 91508.632812
Iteration 97Q: 45 clusters Score -4.013566e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 85387 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20573 members 
Mstep: Class 8 contains 4264 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4957 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45520 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18340 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 962 members 
Mstep: Class 21 contains 4506 members 
Mstep: Class 22 contains 4638 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 9048 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8154 members 
Mstep: Class 35 contains 9572 members 
Mstep: Class 36 contains 5987 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3474 members 
Mstep: Class 39 contains 964 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1771 members 
Mstep: Class 42 contains 2693 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135808.000000 Penalty: 91508.632812
Iteration 98Q: 45 clusters Score -4.013581e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 85391 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20572 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4958 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45520 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18334 members 
Mstep: Class 16 contains 8924 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 5214 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 4514 members 
Mstep: Class 22 contains 4637 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1421 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 9047 members 
Mstep: Class 31 contains 5146 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8148 members 
Mstep: Class 35 contains 9571 members 
Mstep: Class 36 contains 5986 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 966 members 
Mstep: Class 40 contains 1103 members 
Mstep: Class 41 contains 1773 members 
Mstep: Class 42 contains 2681 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135752.000000 Penalty: 91508.632812
Iteration 99Q: 45 clusters Score -4.013575e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 85396 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44075 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20571 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 662 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18329 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 686 members 
Mstep: Class 18 contains 5211 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 4520 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1420 members 
Mstep: Class 29 contains 9670 members 
Mstep: Class 30 contains 9047 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8143 members 
Mstep: Class 35 contains 9571 members 
Mstep: Class 36 contains 5988 members 
Mstep: Class 37 contains 849 members 
Mstep: Class 38 contains 3482 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 1103 members 
Mstep: Class 41 contains 1775 members 
Mstep: Class 42 contains 2676 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135868.000000 Penalty: 91508.632812
Iteration 100F: 45 clusters Score -4.013587e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44075 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 660 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45516 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18328 members 
Mstep: Class 16 contains 8916 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 963 members 
Mstep: Class 21 contains 4525 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9658 members 
Mstep: Class 30 contains 9047 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8139 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 5991 members 
Mstep: Class 37 contains 863 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 968 members 
Mstep: Class 40 contains 1103 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2670 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135920.000000 Penalty: 91508.632812
Iteration 101Q: 45 clusters Score -4.013592e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20570 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 655 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45517 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18325 members 
Mstep: Class 16 contains 8913 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5216 members 
Mstep: Class 19 contains 6020 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16151 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 9047 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8135 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 871 members 
Mstep: Class 38 contains 3483 members 
Mstep: Class 39 contains 969 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1777 members 
Mstep: Class 42 contains 2669 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135952.000000 Penalty: 91508.632812
Iteration 102Q: 45 clusters Score -4.013595e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2197 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 44073 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20570 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45518 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18322 members 
Mstep: Class 16 contains 8909 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 5219 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 4526 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16151 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8135 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3483 members 
Mstep: Class 39 contains 970 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 2668 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135944.000000 Penalty: 91508.632812
Iteration 103Q: 45 clusters Score -4.013594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 85401 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44071 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 4265 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45520 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18320 members 
Mstep: Class 16 contains 8905 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5224 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 964 members 
Mstep: Class 21 contains 4527 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16151 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8134 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 5995 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3482 members 
Mstep: Class 39 contains 970 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1779 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135848.000000 Penalty: 91508.632812
Iteration 104Q: 45 clusters Score -4.013585e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 85398 members 
Mstep: Class 3 contains 2199 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45523 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8901 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16151 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8130 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 5997 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3481 members 
Mstep: Class 39 contains 970 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135876.000000 Penalty: 91508.632812
Iteration 105Q: 45 clusters Score -4.013588e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2200 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4266 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45524 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18316 members 
Mstep: Class 16 contains 8894 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4528 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16149 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8128 members 
Mstep: Class 35 contains 9571 members 
Mstep: Class 36 contains 5998 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1784 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135880.000000 Penalty: 91508.632812
Iteration 106Q: 45 clusters Score -4.013588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4267 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45529 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18318 members 
Mstep: Class 16 contains 8885 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4529 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16149 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8127 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 5999 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135896.000000 Penalty: 91508.632812
Iteration 107Q: 45 clusters Score -4.01359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45533 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8872 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16151 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2583 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8126 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6004 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135932.000000 Penalty: 91508.632812
Iteration 108Q: 45 clusters Score -4.013593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45541 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8862 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16149 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8125 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6009 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135908.000000 Penalty: 91508.632812
Iteration 109Q: 45 clusters Score -4.013591e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4268 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8853 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16150 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8125 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6012 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135920.000000 Penalty: 91508.632812
Iteration 110Q: 45 clusters Score -4.013592e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4269 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4960 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1101 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16150 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8123 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6015 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135884.000000 Penalty: 91508.632812
Iteration 111Q: 45 clusters Score -4.013588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85396 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45554 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5231 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8123 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6015 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135884.000000 Penalty: 91508.632812
Iteration 112Q: 45 clusters Score -4.013588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85398 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18317 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8123 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6015 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135872.000000 Penalty: 91508.632812
Iteration 113Q: 45 clusters Score -4.013587e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5234 members 
Mstep: Class 19 contains 6027 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8123 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6016 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135888.000000 Penalty: 91508.632812
Iteration 114Q: 45 clusters Score -4.013589e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45554 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18320 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5235 members 
Mstep: Class 19 contains 6027 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8122 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6017 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135876.000000 Penalty: 91508.632812
Iteration 115Q: 45 clusters Score -4.013588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45555 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6028 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4636 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8122 members 
Mstep: Class 35 contains 9570 members 
Mstep: Class 36 contains 6019 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135912.000000 Penalty: 91508.632812
Iteration 116Q: 45 clusters Score -4.013591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45555 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4635 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6023 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135900.000000 Penalty: 91508.632812
Iteration 117Q: 45 clusters Score -4.01359e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16153 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135888.000000 Penalty: 91508.632812
Iteration 118Q: 45 clusters Score -4.013589e+07 nChanged 2
Entering ConstructFrom: 
Score: -40135888.000000 Penalty: 91508.632812
Entering ConstructFrom: 
Trying to split cluster 1 (3486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Entering Unmasked Estep 
Score: -355607.781250 Penalty: 1325.432983
	Iteration 0F: 2 clusters Score -355607.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -352605.781250 Penalty: 2650.865967
	Iteration 0F: 3 clusters Score -352605.8 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -353570.000000 Penalty: 2650.865967
	Iteration 1F: 3 clusters Score -353570 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -353853.375000 Penalty: 2650.865967
	Iteration 2F: 3 clusters Score -353853.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -354064.406250 Penalty: 2650.865967
	Iteration 3F: 3 clusters Score -354064.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -354200.781250 Penalty: 2650.865967
	Iteration 4F: 3 clusters Score -354200.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -354266.562500 Penalty: 2650.865967
	Iteration 5Q: 3 clusters Score -354266.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -354313.062500 Penalty: 2650.865967
	Iteration 6Q: 3 clusters Score -354313.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -354345.312500 Penalty: 2650.865967
	Iteration 7Q: 3 clusters Score -354345.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -354376.750000 Penalty: 2650.865967
	Iteration 8Q: 3 clusters Score -354376.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -354399.562500 Penalty: 2650.865967
	Iteration 9Q: 3 clusters Score -354399.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -354418.625000 Penalty: 2650.865967
	Iteration 10Q: 3 clusters Score -354418.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -354436.250000 Penalty: 2650.865967
	Iteration 11Q: 3 clusters Score -354436.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -354452.968750 Penalty: 2650.865967
	Iteration 12Q: 3 clusters Score -354453 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -354469.312500 Penalty: 2650.865967
	Iteration 13Q: 3 clusters Score -354469.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -354480.593750 Penalty: 2650.865967
	Iteration 14Q: 3 clusters Score -354480.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -354488.281250 Penalty: 2650.865967
	Iteration 15Q: 3 clusters Score -354488.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -354495.656250 Penalty: 2650.865967
	Iteration 16Q: 3 clusters Score -354495.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -354499.593750 Penalty: 2650.865967
	Iteration 17Q: 3 clusters Score -354499.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -354503.437500 Penalty: 2650.865967
	Iteration 18Q: 3 clusters Score -354503.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -354507.156250 Penalty: 2650.865967
	Iteration 19Q: 3 clusters Score -354507.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -354512.937500 Penalty: 2650.865967
	Iteration 20F: 3 clusters Score -354512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -354517.187500 Penalty: 2650.865967
	Iteration 21Q: 3 clusters Score -354517.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -354522.531250 Penalty: 2650.865967
	Iteration 22Q: 3 clusters Score -354522.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -354530.562500 Penalty: 2650.865967
	Iteration 23Q: 3 clusters Score -354530.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -354544.375000 Penalty: 2650.865967
	Iteration 24Q: 3 clusters Score -354544.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -354555.906250 Penalty: 2650.865967
	Iteration 25Q: 3 clusters Score -354555.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -354569.187500 Penalty: 2650.865967
	Iteration 26Q: 3 clusters Score -354569.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354580.593750 Penalty: 2650.865967
	Iteration 27Q: 3 clusters Score -354580.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -354593.968750 Penalty: 2650.865967
	Iteration 28Q: 3 clusters Score -354594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -354602.281250 Penalty: 2650.865967
	Iteration 29Q: 3 clusters Score -354602.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354608.625000 Penalty: 2650.865967
	Iteration 30Q: 3 clusters Score -354608.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -354612.156250 Penalty: 2650.865967
	Iteration 31Q: 3 clusters Score -354612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -354616.593750 Penalty: 2650.865967
	Iteration 32Q: 3 clusters Score -354616.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -354621.125000 Penalty: 2650.865967
	Iteration 33Q: 3 clusters Score -354621.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -354627.437500 Penalty: 2650.865967
	Iteration 34Q: 3 clusters Score -354627.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -354638.375000 Penalty: 2650.865967
	Iteration 35Q: 3 clusters Score -354638.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -354643.843750 Penalty: 2650.865967
	Iteration 36Q: 3 clusters Score -354643.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -354647.125000 Penalty: 2650.865967
	Iteration 37Q: 3 clusters Score -354647.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -354652.125000 Penalty: 2650.865967
	Iteration 38Q: 3 clusters Score -354652.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -354656.531250 Penalty: 2650.865967
	Iteration 39Q: 3 clusters Score -354656.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -354661.312500 Penalty: 2650.865967
	Iteration 40F: 3 clusters Score -354661.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -354665.312500 Penalty: 2650.865967
	Iteration 41Q: 3 clusters Score -354665.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -354668.093750 Penalty: 2650.865967
	Iteration 42Q: 3 clusters Score -354668.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -354670.093750 Penalty: 2650.865967
	Iteration 43Q: 3 clusters Score -354670.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -354672.531250 Penalty: 2650.865967
	Iteration 44Q: 3 clusters Score -354672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -354673.656250 Penalty: 2650.865967
	Iteration 45Q: 3 clusters Score -354673.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -354677.937500 Penalty: 2650.865967
	Iteration 46Q: 3 clusters Score -354677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -354679.437500 Penalty: 2650.865967
	Iteration 47Q: 3 clusters Score -354679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -354680.531250 Penalty: 2650.865967
	Iteration 48Q: 3 clusters Score -354680.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -354681.468750 Penalty: 2650.865967
	Iteration 49Q: 3 clusters Score -354681.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -354681.375000 Penalty: 2650.865967
	Iteration 50Q: 3 clusters Score -354681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -354682.812500 Penalty: 2650.865967
	Iteration 51Q: 3 clusters Score -354682.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -354685.593750 Penalty: 2650.865967
	Iteration 52Q: 3 clusters Score -354685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -354686.812500 Penalty: 2650.865967
	Iteration 53Q: 3 clusters Score -354686.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -354689.000000 Penalty: 2650.865967
	Iteration 54Q: 3 clusters Score -354689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -354690.656250 Penalty: 2650.865967
	Iteration 55Q: 3 clusters Score -354690.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -354692.406250 Penalty: 2650.865967
	Iteration 56Q: 3 clusters Score -354692.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -354693.437500 Penalty: 2650.865967
	Iteration 57Q: 3 clusters Score -354693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -354694.593750 Penalty: 2650.865967
	Iteration 58Q: 3 clusters Score -354694.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -354695.843750 Penalty: 2650.865967
	Iteration 59Q: 3 clusters Score -354695.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -354695.687500 Penalty: 2650.865967
	Iteration 60F: 3 clusters Score -354695.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -354696.125000 Penalty: 2650.865967
	Iteration 61Q: 3 clusters Score -354696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -354695.718750 Penalty: 2650.865967
	Iteration 62Q: 3 clusters Score -354695.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -354697.718750 Penalty: 2650.865967
	Iteration 63Q: 3 clusters Score -354697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -354700.156250 Penalty: 2650.865967
	Iteration 64Q: 3 clusters Score -354700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -354701.906250 Penalty: 2650.865967
	Iteration 65Q: 3 clusters Score -354701.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -354703.937500 Penalty: 2650.865967
	Iteration 66Q: 3 clusters Score -354703.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -354704.875000 Penalty: 2650.865967
	Iteration 67Q: 3 clusters Score -354704.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -354705.093750 Penalty: 2650.865967
	Iteration 68Q: 3 clusters Score -354705.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -354705.500000 Penalty: 2650.865967
	Iteration 69Q: 3 clusters Score -354705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -354705.625000 Penalty: 2650.865967
	Iteration 70Q: 3 clusters Score -354705.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -354707.156250 Penalty: 2650.865967
	Iteration 71Q: 3 clusters Score -354707.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -354707.500000 Penalty: 2650.865967
	Iteration 72Q: 3 clusters Score -354707.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -354707.281250 Penalty: 2650.865967
	Iteration 73Q: 3 clusters Score -354707.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -354707.281250 Penalty: 2650.865967
	Iteration 74F: 3 clusters Score -354707.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85399 members 
Entering Unmasked Estep 
Score: -9794870.000000 Penalty: 1845.202026
	Iteration 0F: 2 clusters Score -9794870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -9737971.000000 Penalty: 3690.404053
	Iteration 0F: 3 clusters Score -9737971 nChanged 40745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -9761434.000000 Penalty: 3690.404053
	Iteration 1F: 3 clusters Score -9761434 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -9762141.000000 Penalty: 3690.404053
	Iteration 2Q: 3 clusters Score -9762141 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -9762787.000000 Penalty: 3690.404053
	Iteration 3Q: 3 clusters Score -9762787 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -9763450.000000 Penalty: 3690.404053
	Iteration 4Q: 3 clusters Score -9763450 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -9764228.000000 Penalty: 3690.404053
	Iteration 5Q: 3 clusters Score -9764228 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -9765303.000000 Penalty: 3690.404053
	Iteration 6Q: 3 clusters Score -9765303 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9766732.000000 Penalty: 3690.404053
	Iteration 7Q: 3 clusters Score -9766732 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -9768938.000000 Penalty: 3690.404053
	Iteration 8F: 3 clusters Score -9768938 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -9772104.000000 Penalty: 3690.404053
	Iteration 9F: 3 clusters Score -9772104 nChanged 5460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -9776303.000000 Penalty: 3690.404053
	Iteration 10F: 3 clusters Score -9776303 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 69150 members 
Entering Unmasked Estep 
Score: -9780766.000000 Penalty: 3690.404053
	Iteration 11F: 3 clusters Score -9780766 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 73444 members 
Entering Unmasked Estep 
Score: -9784593.000000 Penalty: 3690.404053
	Iteration 12F: 3 clusters Score -9784593 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 76619 members 
Entering Unmasked Estep 
Score: -9787321.000000 Penalty: 3690.404053
	Iteration 13Q: 3 clusters Score -9787321 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 78862 members 
Entering Unmasked Estep 
Score: -9789078.000000 Penalty: 3690.404053
	Iteration 14Q: 3 clusters Score -9789078 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -9790373.000000 Penalty: 3690.404053
	Iteration 15Q: 3 clusters Score -9790373 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 81831 members 
Entering Unmasked Estep 
Score: -9791287.000000 Penalty: 3690.404053
	Iteration 16Q: 3 clusters Score -9791287 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 82826 members 
Entering Unmasked Estep 
Score: -9792016.000000 Penalty: 3690.404053
	Iteration 17Q: 3 clusters Score -9792016 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 83525 members 
Entering Unmasked Estep 
Score: -9792490.000000 Penalty: 3690.404053
	Iteration 18Q: 3 clusters Score -9792490 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -9792803.000000 Penalty: 3690.404053
	Iteration 19Q: 3 clusters Score -9792803 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 84271 members 
Entering Unmasked Estep 
Score: -9792993.000000 Penalty: 3690.404053
	Iteration 20F: 3 clusters Score -9792993 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 84455 members 
Entering Unmasked Estep 
Score: -9793172.000000 Penalty: 3690.404053
	Iteration 21Q: 3 clusters Score -9793172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -9793284.000000 Penalty: 3690.404053
	Iteration 22Q: 3 clusters Score -9793284 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 84685 members 
Entering Unmasked Estep 
Score: -9793381.000000 Penalty: 3690.404053
	Iteration 23Q: 3 clusters Score -9793381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 84731 members 
Entering Unmasked Estep 
Score: -9793446.000000 Penalty: 3690.404053
	Iteration 24Q: 3 clusters Score -9793446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 84759 members 
Entering Unmasked Estep 
Score: -9793458.000000 Penalty: 3690.404053
	Iteration 25Q: 3 clusters Score -9793458 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -9793471.000000 Penalty: 3690.404053
	Iteration 26Q: 3 clusters Score -9793471 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 84791 members 
Entering Unmasked Estep 
Score: -9793503.000000 Penalty: 3690.404053
	Iteration 27Q: 3 clusters Score -9793503 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -9793526.000000 Penalty: 3690.404053
	Iteration 28Q: 3 clusters Score -9793526 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -9793564.000000 Penalty: 3690.404053
	Iteration 29Q: 3 clusters Score -9793564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 84830 members 
Entering Unmasked Estep 
Score: -9793599.000000 Penalty: 3690.404053
	Iteration 30Q: 3 clusters Score -9793599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 84836 members 
Entering Unmasked Estep 
Score: -9793611.000000 Penalty: 3690.404053
	Iteration 31Q: 3 clusters Score -9793611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -9793610.000000 Penalty: 3690.404053
	Iteration 32Q: 3 clusters Score -9793610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 84837 members 
Entering Unmasked Estep 
Score: -9793631.000000 Penalty: 3690.404053
	Iteration 33Q: 3 clusters Score -9793631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 84845 members 
Entering Unmasked Estep 
Score: -9793642.000000 Penalty: 3690.404053
	Iteration 34Q: 3 clusters Score -9793642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 84849 members 
Entering Unmasked Estep 
Score: -9793650.000000 Penalty: 3690.404053
	Iteration 35Q: 3 clusters Score -9793650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 84844 members 
Entering Unmasked Estep 
Score: -9793674.000000 Penalty: 3690.404053
	Iteration 36Q: 3 clusters Score -9793674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 84842 members 
Entering Unmasked Estep 
Score: -9793678.000000 Penalty: 3690.404053
	Iteration 37Q: 3 clusters Score -9793678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -9793697.000000 Penalty: 3690.404053
	Iteration 38Q: 3 clusters Score -9793697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
Score: -9793703.000000 Penalty: 3690.404053
	Iteration 39Q: 3 clusters Score -9793703 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 84854 members 
Entering Unmasked Estep 
Score: -9793705.000000 Penalty: 3690.404053
	Iteration 40F: 3 clusters Score -9793705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 84848 members 
Entering Unmasked Estep 
Score: -9793720.000000 Penalty: 3690.404053
	Iteration 41Q: 3 clusters Score -9793720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -9793732.000000 Penalty: 3690.404053
	Iteration 42Q: 3 clusters Score -9793732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 84840 members 
Entering Unmasked Estep 
Score: -9793726.000000 Penalty: 3690.404053
	Iteration 43Q: 3 clusters Score -9793726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 84835 members 
Entering Unmasked Estep 
Score: -9793740.000000 Penalty: 3690.404053
	Iteration 44Q: 3 clusters Score -9793740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 84831 members 
Entering Unmasked Estep 
Score: -9793740.000000 Penalty: 3690.404053
	Iteration 45Q: 3 clusters Score -9793740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 84829 members 
Entering Unmasked Estep 
Score: -9793737.000000 Penalty: 3690.404053
	Iteration 46Q: 3 clusters Score -9793737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 84826 members 
Entering Unmasked Estep 
Score: -9793739.000000 Penalty: 3690.404053
	Iteration 47Q: 3 clusters Score -9793739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 84823 members 
Entering Unmasked Estep 
Score: -9793740.000000 Penalty: 3690.404053
	Iteration 48Q: 3 clusters Score -9793740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 84822 members 
Entering Unmasked Estep 
Score: -9793747.000000 Penalty: 3690.404053
	Iteration 49Q: 3 clusters Score -9793747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 84819 members 
Entering Unmasked Estep 
Score: -9793739.000000 Penalty: 3690.404053
	Iteration 50Q: 3 clusters Score -9793739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 84818 members 
Entering Unmasked Estep 
Score: -9793742.000000 Penalty: 3690.404053
	Iteration 51Q: 3 clusters Score -9793742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 84817 members 
Entering Unmasked Estep 
Score: -9793745.000000 Penalty: 3690.404053
	Iteration 52Q: 3 clusters Score -9793745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 84815 members 
Entering Unmasked Estep 
Score: -9793743.000000 Penalty: 3690.404053
	Iteration 53Q: 3 clusters Score -9793743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 84813 members 
Entering Unmasked Estep 
Score: -9793741.000000 Penalty: 3690.404053
	Iteration 54Q: 3 clusters Score -9793741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 84809 members 
Entering Unmasked Estep 
Score: -9793745.000000 Penalty: 3690.404053
	Iteration 55Q: 3 clusters Score -9793745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 84804 members 
Entering Unmasked Estep 
Score: -9793748.000000 Penalty: 3690.404053
	Iteration 56Q: 3 clusters Score -9793748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -9793751.000000 Penalty: 3690.404053
	Iteration 57Q: 3 clusters Score -9793751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 84799 members 
Entering Unmasked Estep 
Score: -9793757.000000 Penalty: 3690.404053
	Iteration 58Q: 3 clusters Score -9793757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 84798 members 
Entering Unmasked Estep 
Score: -9793753.000000 Penalty: 3690.404053
	Iteration 59Q: 3 clusters Score -9793753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -9793761.000000 Penalty: 3690.404053
	Iteration 60F: 3 clusters Score -9793761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -9793760.000000 Penalty: 3690.404053
	Iteration 61Q: 3 clusters Score -9793760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -9793763.000000 Penalty: 3690.404053
	Iteration 62Q: 3 clusters Score -9793763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -9793762.000000 Penalty: 3690.404053
	Iteration 63Q: 3 clusters Score -9793762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -9793755.000000 Penalty: 3690.404053
	Iteration 64Q: 3 clusters Score -9793755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 84796 members 
Entering Unmasked Estep 
Score: -9793763.000000 Penalty: 3690.404053
	Iteration 65Q: 3 clusters Score -9793763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -9793760.000000 Penalty: 3690.404053
	Iteration 66Q: 3 clusters Score -9793760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -9793763.000000 Penalty: 3690.404053
	Iteration 67Q: 3 clusters Score -9793763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 84793 members 
Entering Unmasked Estep 
Score: -9793756.000000 Penalty: 3690.404053
	Iteration 68Q: 3 clusters Score -9793756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 84792 members 
Entering Unmasked Estep 
Score: -9793760.000000 Penalty: 3690.404053
	Iteration 69Q: 3 clusters Score -9793760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -9793762.000000 Penalty: 3690.404053
	Iteration 70Q: 3 clusters Score -9793762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -9793765.000000 Penalty: 3690.404053
	Iteration 71Q: 3 clusters Score -9793765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 84787 members 
Entering Unmasked Estep 
Score: -9793765.000000 Penalty: 3690.404053
	Iteration 72F: 3 clusters Score -9793765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2201 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Entering Unmasked Estep 
Score: -243918.765625 Penalty: 1250.708374
	Iteration 0F: 2 clusters Score -243918.8 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 1150 members 
Entering Unmasked Estep 
Score: -241717.421875 Penalty: 2501.416748
	Iteration 0F: 3 clusters Score -241717.4 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -242330.906250 Penalty: 2501.416748
	Iteration 1F: 3 clusters Score -242330.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -242613.140625 Penalty: 2501.416748
	Iteration 2F: 3 clusters Score -242613.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -242832.078125 Penalty: 2501.416748
	Iteration 3F: 3 clusters Score -242832.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -243013.031250 Penalty: 2501.416748
	Iteration 4F: 3 clusters Score -243013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -243144.890625 Penalty: 2501.416748
	Iteration 5F: 3 clusters Score -243144.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -243228.515625 Penalty: 2501.416748
	Iteration 6Q: 3 clusters Score -243228.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -243304.265625 Penalty: 2501.416748
	Iteration 7Q: 3 clusters Score -243304.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -243344.296875 Penalty: 2501.416748
	Iteration 8Q: 3 clusters Score -243344.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -243370.546875 Penalty: 2501.416748
	Iteration 9Q: 3 clusters Score -243370.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -243388.296875 Penalty: 2501.416748
	Iteration 10Q: 3 clusters Score -243388.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -243402.234375 Penalty: 2501.416748
	Iteration 11Q: 3 clusters Score -243402.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -243411.703125 Penalty: 2501.416748
	Iteration 12Q: 3 clusters Score -243411.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -243418.968750 Penalty: 2501.416748
	Iteration 13Q: 3 clusters Score -243419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -243423.359375 Penalty: 2501.416748
	Iteration 14Q: 3 clusters Score -243423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243427.031250 Penalty: 2501.416748
	Iteration 15Q: 3 clusters Score -243427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243427.406250 Penalty: 2501.416748
	Iteration 16Q: 3 clusters Score -243427.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -243427.781250 Penalty: 2501.416748
	Iteration 17Q: 3 clusters Score -243427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -243428.531250 Penalty: 2501.416748
	Iteration 18Q: 3 clusters Score -243428.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -243428.656250 Penalty: 2501.416748
	Iteration 19Q: 3 clusters Score -243428.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -243430.765625 Penalty: 2501.416748
	Iteration 20F: 3 clusters Score -243430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -243431.234375 Penalty: 2501.416748
	Iteration 21Q: 3 clusters Score -243431.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -243431.234375 Penalty: 2501.416748
	Iteration 22F: 3 clusters Score -243431.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -413099.781250 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -413099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -409964.312500 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -409964.3 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -410728.375000 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -410728.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -410870.187500 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -410870.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -410953.125000 Penalty: 2662.765137
	Iteration 3F: 3 clusters Score -410953.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -411006.250000 Penalty: 2662.765137
	Iteration 4Q: 3 clusters Score -411006.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -411054.906250 Penalty: 2662.765137
	Iteration 5Q: 3 clusters Score -411054.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -411090.562500 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -411090.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -411121.718750 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -411121.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -411151.593750 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -411151.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -411182.437500 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -411182.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -411214.000000 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -411214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -411245.718750 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -411245.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -411275.125000 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -411275.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -411299.968750 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -411300 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -411336.750000 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -411336.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -411391.656250 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -411391.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -411444.375000 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -411444.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -411510.187500 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -411510.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -411566.937500 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -411566.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -411633.343750 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -411633.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -411710.125000 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -411710.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -411760.218750 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -411760.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -411793.437500 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -411793.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -411828.937500 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -411828.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -411857.937500 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -411857.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -411879.187500 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -411879.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -411894.406250 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -411894.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -411902.500000 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -411902.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -411907.812500 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -411907.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -411911.312500 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -411911.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -411914.250000 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -411914.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -411919.625000 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -411919.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -411923.656250 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -411923.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -411926.468750 Penalty: 2662.765137
	Iteration 33Q: 3 clusters Score -411926.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -411926.812500 Penalty: 2662.765137
	Iteration 34Q: 3 clusters Score -411926.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -411926.812500 Penalty: 2662.765137
	Iteration 35F: 3 clusters Score -411926.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -5139952.500000 Penalty: 1737.684570
	Iteration 0F: 2 clusters Score -5139952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -5110352.500000 Penalty: 3475.369141
	Iteration 0F: 3 clusters Score -5110352 nChanged 20643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -5121873.500000 Penalty: 3475.369141
	Iteration 1F: 3 clusters Score -5121874 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -5122445.500000 Penalty: 3475.369141
	Iteration 2Q: 3 clusters Score -5122446 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -5122957.000000 Penalty: 3475.369141
	Iteration 3Q: 3 clusters Score -5122957 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -5123576.500000 Penalty: 3475.369141
	Iteration 4Q: 3 clusters Score -5123576 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -5124301.000000 Penalty: 3475.369141
	Iteration 5Q: 3 clusters Score -5124301 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -5125271.000000 Penalty: 3475.369141
	Iteration 6Q: 3 clusters Score -5125271 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5126531.500000 Penalty: 3475.369141
	Iteration 7Q: 3 clusters Score -5126532 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -5128134.500000 Penalty: 3475.369141
	Iteration 8F: 3 clusters Score -5128134 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -5130002.500000 Penalty: 3475.369141
	Iteration 9F: 3 clusters Score -5130002 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -5131663.500000 Penalty: 3475.369141
	Iteration 10F: 3 clusters Score -5131664 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -5133006.500000 Penalty: 3475.369141
	Iteration 11Q: 3 clusters Score -5133006 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -5133809.500000 Penalty: 3475.369141
	Iteration 12Q: 3 clusters Score -5133810 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -5134313.500000 Penalty: 3475.369141
	Iteration 13Q: 3 clusters Score -5134314 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -5134630.000000 Penalty: 3475.369141
	Iteration 14Q: 3 clusters Score -5134630 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -5134843.500000 Penalty: 3475.369141
	Iteration 15Q: 3 clusters Score -5134844 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -5135040.500000 Penalty: 3475.369141
	Iteration 16Q: 3 clusters Score -5135040 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -5135205.500000 Penalty: 3475.369141
	Iteration 17Q: 3 clusters Score -5135206 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -5135358.500000 Penalty: 3475.369141
	Iteration 18Q: 3 clusters Score -5135358 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -5135515.000000 Penalty: 3475.369141
	Iteration 19Q: 3 clusters Score -5135515 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -5135662.000000 Penalty: 3475.369141
	Iteration 20F: 3 clusters Score -5135662 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -5135795.500000 Penalty: 3475.369141
	Iteration 21Q: 3 clusters Score -5135796 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -5135954.000000 Penalty: 3475.369141
	Iteration 22Q: 3 clusters Score -5135954 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -5136119.500000 Penalty: 3475.369141
	Iteration 23Q: 3 clusters Score -5136120 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5136303.000000 Penalty: 3475.369141
	Iteration 24Q: 3 clusters Score -5136303 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -5136474.000000 Penalty: 3475.369141
	Iteration 25Q: 3 clusters Score -5136474 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -5136684.500000 Penalty: 3475.369141
	Iteration 26Q: 3 clusters Score -5136684 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -5136905.000000 Penalty: 3475.369141
	Iteration 27Q: 3 clusters Score -5136905 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -5137160.000000 Penalty: 3475.369141
	Iteration 28Q: 3 clusters Score -5137160 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 39648 members 
Entering Unmasked Estep 
Score: -5137366.500000 Penalty: 3475.369141
	Iteration 29Q: 3 clusters Score -5137366 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -5137617.000000 Penalty: 3475.369141
	Iteration 30Q: 3 clusters Score -5137617 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -5137826.500000 Penalty: 3475.369141
	Iteration 31Q: 3 clusters Score -5137826 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -5138074.000000 Penalty: 3475.369141
	Iteration 32Q: 3 clusters Score -5138074 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -5138316.000000 Penalty: 3475.369141
	Iteration 33Q: 3 clusters Score -5138316 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5138520.000000 Penalty: 3475.369141
	Iteration 34Q: 3 clusters Score -5138520 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5138661.000000 Penalty: 3475.369141
	Iteration 35Q: 3 clusters Score -5138661 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -5138764.500000 Penalty: 3475.369141
	Iteration 36Q: 3 clusters Score -5138764 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5138818.000000 Penalty: 3475.369141
	Iteration 37Q: 3 clusters Score -5138818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -5138870.000000 Penalty: 3475.369141
	Iteration 38Q: 3 clusters Score -5138870 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5138904.000000 Penalty: 3475.369141
	Iteration 39Q: 3 clusters Score -5138904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -5138914.500000 Penalty: 3475.369141
	Iteration 40F: 3 clusters Score -5138914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -5138928.000000 Penalty: 3475.369141
	Iteration 41Q: 3 clusters Score -5138928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -5138928.500000 Penalty: 3475.369141
	Iteration 42Q: 3 clusters Score -5138928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -5138928.000000 Penalty: 3475.369141
	Iteration 43Q: 3 clusters Score -5138928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5138943.000000 Penalty: 3475.369141
	Iteration 44Q: 3 clusters Score -5138943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -5138931.500000 Penalty: 3475.369141
	Iteration 45Q: 3 clusters Score -5138932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -5138931.000000 Penalty: 3475.369141
	Iteration 46Q: 3 clusters Score -5138931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5138946.500000 Penalty: 3475.369141
	Iteration 47Q: 3 clusters Score -5138946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -5138945.500000 Penalty: 3475.369141
	Iteration 48Q: 3 clusters Score -5138946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -5138946.500000 Penalty: 3475.369141
	Iteration 49Q: 3 clusters Score -5138946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -5138953.000000 Penalty: 3475.369141
	Iteration 50Q: 3 clusters Score -5138953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -5138955.000000 Penalty: 3475.369141
	Iteration 51Q: 3 clusters Score -5138955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -5138960.500000 Penalty: 3475.369141
	Iteration 52Q: 3 clusters Score -5138960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5138961.000000 Penalty: 3475.369141
	Iteration 53Q: 3 clusters Score -5138961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5138966.000000 Penalty: 3475.369141
	Iteration 54Q: 3 clusters Score -5138966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -5138966.000000 Penalty: 3475.369141
	Iteration 55F: 3 clusters Score -5138966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Entering Unmasked Estep 
Score: -228420.203125 Penalty: 1235.714355
	Iteration 0F: 2 clusters Score -228420.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -226318.593750 Penalty: 2471.428711
	Iteration 0F: 3 clusters Score -226318.6 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -226766.437500 Penalty: 2471.428711
	Iteration 1F: 3 clusters Score -226766.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -226869.296875 Penalty: 2471.428711
	Iteration 2F: 3 clusters Score -226869.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -226915.328125 Penalty: 2471.428711
	Iteration 3Q: 3 clusters Score -226915.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -226948.515625 Penalty: 2471.428711
	Iteration 4Q: 3 clusters Score -226948.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -226978.156250 Penalty: 2471.428711
	Iteration 5Q: 3 clusters Score -226978.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -227001.656250 Penalty: 2471.428711
	Iteration 6Q: 3 clusters Score -227001.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -227018.875000 Penalty: 2471.428711
	Iteration 7Q: 3 clusters Score -227018.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -227036.203125 Penalty: 2471.428711
	Iteration 8Q: 3 clusters Score -227036.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -227045.500000 Penalty: 2471.428711
	Iteration 9Q: 3 clusters Score -227045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -227050.218750 Penalty: 2471.428711
	Iteration 10Q: 3 clusters Score -227050.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -227053.609375 Penalty: 2471.428711
	Iteration 11Q: 3 clusters Score -227053.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -227056.437500 Penalty: 2471.428711
	Iteration 12Q: 3 clusters Score -227056.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -227061.390625 Penalty: 2471.428711
	Iteration 13Q: 3 clusters Score -227061.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -227067.000000 Penalty: 2471.428711
	Iteration 14Q: 3 clusters Score -227067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -227070.187500 Penalty: 2471.428711
	Iteration 15Q: 3 clusters Score -227070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -227075.484375 Penalty: 2471.428711
	Iteration 16Q: 3 clusters Score -227075.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -227079.156250 Penalty: 2471.428711
	Iteration 17Q: 3 clusters Score -227079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -227080.781250 Penalty: 2471.428711
	Iteration 18Q: 3 clusters Score -227080.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -227082.984375 Penalty: 2471.428711
	Iteration 19Q: 3 clusters Score -227083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -227087.234375 Penalty: 2471.428711
	Iteration 20F: 3 clusters Score -227087.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -227090.062500 Penalty: 2471.428711
	Iteration 21Q: 3 clusters Score -227090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -227092.671875 Penalty: 2471.428711
	Iteration 22Q: 3 clusters Score -227092.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -227096.734375 Penalty: 2471.428711
	Iteration 23Q: 3 clusters Score -227096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -227098.484375 Penalty: 2471.428711
	Iteration 24Q: 3 clusters Score -227098.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -227099.187500 Penalty: 2471.428711
	Iteration 25Q: 3 clusters Score -227099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -227099.859375 Penalty: 2471.428711
	Iteration 26Q: 3 clusters Score -227099.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -227101.015625 Penalty: 2471.428711
	Iteration 27Q: 3 clusters Score -227101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -227102.421875 Penalty: 2471.428711
	Iteration 28Q: 3 clusters Score -227102.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -227103.500000 Penalty: 2471.428711
	Iteration 29Q: 3 clusters Score -227103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -227103.906250 Penalty: 2471.428711
	Iteration 30Q: 3 clusters Score -227103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -227104.468750 Penalty: 2471.428711
	Iteration 31Q: 3 clusters Score -227104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -227104.859375 Penalty: 2471.428711
	Iteration 32Q: 3 clusters Score -227104.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -227104.859375 Penalty: 2471.428711
	Iteration 33F: 3 clusters Score -227104.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Entering Unmasked Estep 
Score: -2373257.000000 Penalty: 1613.851562
	Iteration 0F: 2 clusters Score -2373257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2359324.250000 Penalty: 3227.703125
	Iteration 0F: 3 clusters Score -2359324 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2364490.000000 Penalty: 3227.703125
	Iteration 1F: 3 clusters Score -2364490 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -2364910.000000 Penalty: 3227.703125
	Iteration 2F: 3 clusters Score -2364910 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2365374.750000 Penalty: 3227.703125
	Iteration 3F: 3 clusters Score -2365375 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2365928.250000 Penalty: 3227.703125
	Iteration 4F: 3 clusters Score -2365928 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -2366654.750000 Penalty: 3227.703125
	Iteration 5F: 3 clusters Score -2366655 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2367539.250000 Penalty: 3227.703125
	Iteration 6F: 3 clusters Score -2367539 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2368544.000000 Penalty: 3227.703125
	Iteration 7F: 3 clusters Score -2368544 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2369549.500000 Penalty: 3227.703125
	Iteration 8F: 3 clusters Score -2369550 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2370364.750000 Penalty: 3227.703125
	Iteration 9Q: 3 clusters Score -2370365 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2370905.500000 Penalty: 3227.703125
	Iteration 10Q: 3 clusters Score -2370906 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2371290.500000 Penalty: 3227.703125
	Iteration 11Q: 3 clusters Score -2371290 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2371549.000000 Penalty: 3227.703125
	Iteration 12Q: 3 clusters Score -2371549 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2371726.500000 Penalty: 3227.703125
	Iteration 13Q: 3 clusters Score -2371726 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2371841.000000 Penalty: 3227.703125
	Iteration 14Q: 3 clusters Score -2371841 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2371914.000000 Penalty: 3227.703125
	Iteration 15Q: 3 clusters Score -2371914 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2371977.000000 Penalty: 3227.703125
	Iteration 16Q: 3 clusters Score -2371977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2372030.750000 Penalty: 3227.703125
	Iteration 17Q: 3 clusters Score -2372031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2372084.250000 Penalty: 3227.703125
	Iteration 18Q: 3 clusters Score -2372084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2372120.000000 Penalty: 3227.703125
	Iteration 19Q: 3 clusters Score -2372120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -2372171.250000 Penalty: 3227.703125
	Iteration 20F: 3 clusters Score -2372171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2372193.250000 Penalty: 3227.703125
	Iteration 21Q: 3 clusters Score -2372193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2372221.500000 Penalty: 3227.703125
	Iteration 22Q: 3 clusters Score -2372222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2372245.750000 Penalty: 3227.703125
	Iteration 23Q: 3 clusters Score -2372246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2372262.750000 Penalty: 3227.703125
	Iteration 24Q: 3 clusters Score -2372263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2372287.250000 Penalty: 3227.703125
	Iteration 25Q: 3 clusters Score -2372287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2372303.250000 Penalty: 3227.703125
	Iteration 26Q: 3 clusters Score -2372303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -2372308.250000 Penalty: 3227.703125
	Iteration 27Q: 3 clusters Score -2372308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2372311.000000 Penalty: 3227.703125
	Iteration 28Q: 3 clusters Score -2372311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2372319.750000 Penalty: 3227.703125
	Iteration 29Q: 3 clusters Score -2372320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2372319.000000 Penalty: 3227.703125
	Iteration 30Q: 3 clusters Score -2372319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2372319.750000 Penalty: 3227.703125
	Iteration 31Q: 3 clusters Score -2372320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2372319.750000 Penalty: 3227.703125
	Iteration 32Q: 3 clusters Score -2372320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2372321.000000 Penalty: 3227.703125
	Iteration 33Q: 3 clusters Score -2372321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2372321.000000 Penalty: 3227.703125
	Iteration 34F: 3 clusters Score -2372321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -485364.531250 Penalty: 1358.397461
	Iteration 0F: 2 clusters Score -485364.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -481852.593750 Penalty: 2716.794922
	Iteration 0F: 3 clusters Score -481852.6 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -482762.281250 Penalty: 2716.794922
	Iteration 1F: 3 clusters Score -482762.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -482927.468750 Penalty: 2716.794922
	Iteration 2F: 3 clusters Score -482927.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -483045.093750 Penalty: 2716.794922
	Iteration 3Q: 3 clusters Score -483045.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -483127.562500 Penalty: 2716.794922
	Iteration 4Q: 3 clusters Score -483127.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -483187.531250 Penalty: 2716.794922
	Iteration 5Q: 3 clusters Score -483187.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -483243.468750 Penalty: 2716.794922
	Iteration 6Q: 3 clusters Score -483243.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -483299.031250 Penalty: 2716.794922
	Iteration 7Q: 3 clusters Score -483299 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -483364.625000 Penalty: 2716.794922
	Iteration 8Q: 3 clusters Score -483364.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -483420.093750 Penalty: 2716.794922
	Iteration 9Q: 3 clusters Score -483420.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -483484.093750 Penalty: 2716.794922
	Iteration 10Q: 3 clusters Score -483484.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -483571.000000 Penalty: 2716.794922
	Iteration 11Q: 3 clusters Score -483571 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -483655.187500 Penalty: 2716.794922
	Iteration 12Q: 3 clusters Score -483655.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -483743.781250 Penalty: 2716.794922
	Iteration 13Q: 3 clusters Score -483743.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -483832.531250 Penalty: 2716.794922
	Iteration 14Q: 3 clusters Score -483832.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -483932.687500 Penalty: 2716.794922
	Iteration 15Q: 3 clusters Score -483932.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -484030.375000 Penalty: 2716.794922
	Iteration 16Q: 3 clusters Score -484030.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -484129.093750 Penalty: 2716.794922
	Iteration 17Q: 3 clusters Score -484129.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -484227.781250 Penalty: 2716.794922
	Iteration 18Q: 3 clusters Score -484227.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -484325.406250 Penalty: 2716.794922
	Iteration 19Q: 3 clusters Score -484325.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -484395.125000 Penalty: 2716.794922
	Iteration 20F: 3 clusters Score -484395.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -484445.093750 Penalty: 2716.794922
	Iteration 21Q: 3 clusters Score -484445.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -484493.375000 Penalty: 2716.794922
	Iteration 22Q: 3 clusters Score -484493.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -484534.531250 Penalty: 2716.794922
	Iteration 23Q: 3 clusters Score -484534.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -484583.687500 Penalty: 2716.794922
	Iteration 24Q: 3 clusters Score -484583.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -484619.718750 Penalty: 2716.794922
	Iteration 25Q: 3 clusters Score -484619.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -484638.312500 Penalty: 2716.794922
	Iteration 26Q: 3 clusters Score -484638.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -484647.156250 Penalty: 2716.794922
	Iteration 27Q: 3 clusters Score -484647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -484650.562500 Penalty: 2716.794922
	Iteration 28Q: 3 clusters Score -484650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -484652.531250 Penalty: 2716.794922
	Iteration 29Q: 3 clusters Score -484652.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -484653.875000 Penalty: 2716.794922
	Iteration 30Q: 3 clusters Score -484653.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -484655.031250 Penalty: 2716.794922
	Iteration 31Q: 3 clusters Score -484655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -484657.968750 Penalty: 2716.794922
	Iteration 32Q: 3 clusters Score -484658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -484659.718750 Penalty: 2716.794922
	Iteration 33Q: 3 clusters Score -484659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -484662.312500 Penalty: 2716.794922
	Iteration 34Q: 3 clusters Score -484662.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -484666.125000 Penalty: 2716.794922
	Iteration 35Q: 3 clusters Score -484666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -484667.906250 Penalty: 2716.794922
	Iteration 36Q: 3 clusters Score -484667.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -484668.500000 Penalty: 2716.794922
	Iteration 37Q: 3 clusters Score -484668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -484670.031250 Penalty: 2716.794922
	Iteration 38Q: 3 clusters Score -484670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -484670.000000 Penalty: 2716.794922
	Iteration 39Q: 3 clusters Score -484670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -484671.218750 Penalty: 2716.794922
	Iteration 40F: 3 clusters Score -484671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -484672.656250 Penalty: 2716.794922
	Iteration 41Q: 3 clusters Score -484672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -484672.906250 Penalty: 2716.794922
	Iteration 42Q: 3 clusters Score -484672.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -484672.906250 Penalty: 2716.794922
	Iteration 43F: 3 clusters Score -484672.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -58006.628906 Penalty: 1053.505005
	Iteration 0F: 2 clusters Score -58006.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -56905.640625 Penalty: 2107.010010
	Iteration 0F: 3 clusters Score -56905.64 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57309.910156 Penalty: 2107.010010
	Iteration 1F: 3 clusters Score -57309.91 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -57527.207031 Penalty: 2107.010010
	Iteration 2F: 3 clusters Score -57527.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57674.144531 Penalty: 2107.010010
	Iteration 3F: 3 clusters Score -57674.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57839.988281 Penalty: 2107.010010
	Iteration 4F: 3 clusters Score -57839.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -57923.964844 Penalty: 2107.010010
	Iteration 5Q: 3 clusters Score -57923.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57997.308594 Penalty: 2107.010010
	Iteration 6Q: 3 clusters Score -57997.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58047.605469 Penalty: 2107.010010
	Iteration 7Q: 3 clusters Score -58047.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -58102.906250 Penalty: 2107.010010
	Iteration 8Q: 3 clusters Score -58102.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58161.933594 Penalty: 2107.010010
	Iteration 9Q: 3 clusters Score -58161.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -58207.574219 Penalty: 2107.010010
	Iteration 10Q: 3 clusters Score -58207.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -58243.859375 Penalty: 2107.010010
	Iteration 11Q: 3 clusters Score -58243.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58265.671875 Penalty: 2107.010010
	Iteration 12Q: 3 clusters Score -58265.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -58273.605469 Penalty: 2107.010010
	Iteration 13Q: 3 clusters Score -58273.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58279.886719 Penalty: 2107.010010
	Iteration 14Q: 3 clusters Score -58279.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58282.562500 Penalty: 2107.010010
	Iteration 15Q: 3 clusters Score -58282.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -58287.292969 Penalty: 2107.010010
	Iteration 16Q: 3 clusters Score -58287.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58296.164062 Penalty: 2107.010010
	Iteration 17Q: 3 clusters Score -58296.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58305.695312 Penalty: 2107.010010
	Iteration 18Q: 3 clusters Score -58305.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58316.355469 Penalty: 2107.010010
	Iteration 19Q: 3 clusters Score -58316.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -58317.933594 Penalty: 2107.010010
	Iteration 20F: 3 clusters Score -58317.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58318.984375 Penalty: 2107.010010
	Iteration 21Q: 3 clusters Score -58318.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58318.984375 Penalty: 2107.010010
	Iteration 22F: 3 clusters Score -58318.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 390 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 264 members 
Entering Unmasked Estep 
Score: -40135180.000000 Penalty: 93588.375000
Splitting cluster 9 changes total score from -40135888.000000 to -40135180.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -171868.640625 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -171868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -170064.062500 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -170064.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -170446.843750 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -170446.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -170558.375000 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -170558.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170621.406250 Penalty: 2391.620117
	Iteration 3Q: 3 clusters Score -170621.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -170684.687500 Penalty: 2391.620117
	Iteration 4Q: 3 clusters Score -170684.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -170748.718750 Penalty: 2391.620117
	Iteration 5Q: 3 clusters Score -170748.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -170802.015625 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -170802 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -170854.468750 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -170854.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -170915.140625 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -170915.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -170966.734375 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -170966.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -171017.843750 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -171017.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -171068.343750 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -171068.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -171105.640625 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -171105.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -171134.968750 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -171135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171154.937500 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -171154.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -171174.515625 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -171174.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -171193.140625 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -171193.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -171206.906250 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -171206.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -171218.859375 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -171218.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -171224.390625 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -171224.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -171229.265625 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -171229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -171232.218750 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -171232.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -171236.859375 Penalty: 2391.620117
	Iteration 22Q: 3 clusters Score -171236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -171239.750000 Penalty: 2391.620117
	Iteration 23Q: 3 clusters Score -171239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -171244.187500 Penalty: 2391.620117
	Iteration 24Q: 3 clusters Score -171244.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -171249.671875 Penalty: 2391.620117
	Iteration 25Q: 3 clusters Score -171249.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -171254.203125 Penalty: 2391.620117
	Iteration 26Q: 3 clusters Score -171254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -171258.328125 Penalty: 2391.620117
	Iteration 27Q: 3 clusters Score -171258.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -171266.078125 Penalty: 2391.620117
	Iteration 28Q: 3 clusters Score -171266.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -171269.046875 Penalty: 2391.620117
	Iteration 29Q: 3 clusters Score -171269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -171269.046875 Penalty: 2391.620117
	Iteration 30F: 3 clusters Score -171269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Entering Unmasked Estep 
Score: -562574.875000 Penalty: 1382.771362
	Iteration 0F: 2 clusters Score -562574.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -558625.875000 Penalty: 2765.542725
	Iteration 0F: 3 clusters Score -558625.9 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -559705.750000 Penalty: 2765.542725
	Iteration 1F: 3 clusters Score -559705.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -559885.125000 Penalty: 2765.542725
	Iteration 2F: 3 clusters Score -559885.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -560022.375000 Penalty: 2765.542725
	Iteration 3F: 3 clusters Score -560022.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -560136.562500 Penalty: 2765.542725
	Iteration 4Q: 3 clusters Score -560136.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -560220.437500 Penalty: 2765.542725
	Iteration 5Q: 3 clusters Score -560220.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -560287.875000 Penalty: 2765.542725
	Iteration 6Q: 3 clusters Score -560287.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -560340.625000 Penalty: 2765.542725
	Iteration 7Q: 3 clusters Score -560340.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -560383.625000 Penalty: 2765.542725
	Iteration 8Q: 3 clusters Score -560383.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -560428.187500 Penalty: 2765.542725
	Iteration 9Q: 3 clusters Score -560428.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -560473.312500 Penalty: 2765.542725
	Iteration 10Q: 3 clusters Score -560473.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -560510.062500 Penalty: 2765.542725
	Iteration 11Q: 3 clusters Score -560510.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -560541.500000 Penalty: 2765.542725
	Iteration 12Q: 3 clusters Score -560541.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -560567.562500 Penalty: 2765.542725
	Iteration 13Q: 3 clusters Score -560567.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -560596.187500 Penalty: 2765.542725
	Iteration 14Q: 3 clusters Score -560596.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -560615.687500 Penalty: 2765.542725
	Iteration 15Q: 3 clusters Score -560615.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -560638.437500 Penalty: 2765.542725
	Iteration 16Q: 3 clusters Score -560638.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -560659.062500 Penalty: 2765.542725
	Iteration 17Q: 3 clusters Score -560659.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -560678.062500 Penalty: 2765.542725
	Iteration 18Q: 3 clusters Score -560678.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -560704.687500 Penalty: 2765.542725
	Iteration 19Q: 3 clusters Score -560704.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -560734.062500 Penalty: 2765.542725
	Iteration 20F: 3 clusters Score -560734.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -560757.312500 Penalty: 2765.542725
	Iteration 21Q: 3 clusters Score -560757.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -560778.250000 Penalty: 2765.542725
	Iteration 22Q: 3 clusters Score -560778.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -560803.125000 Penalty: 2765.542725
	Iteration 23Q: 3 clusters Score -560803.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -560836.062500 Penalty: 2765.542725
	Iteration 24Q: 3 clusters Score -560836.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -560871.875000 Penalty: 2765.542725
	Iteration 25Q: 3 clusters Score -560871.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -560906.312500 Penalty: 2765.542725
	Iteration 26Q: 3 clusters Score -560906.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -560940.562500 Penalty: 2765.542725
	Iteration 27Q: 3 clusters Score -560940.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -560977.250000 Penalty: 2765.542725
	Iteration 28Q: 3 clusters Score -560977.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -561030.937500 Penalty: 2765.542725
	Iteration 29Q: 3 clusters Score -561030.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -561093.250000 Penalty: 2765.542725
	Iteration 30Q: 3 clusters Score -561093.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -561155.562500 Penalty: 2765.542725
	Iteration 31Q: 3 clusters Score -561155.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -561204.375000 Penalty: 2765.542725
	Iteration 32Q: 3 clusters Score -561204.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -561258.625000 Penalty: 2765.542725
	Iteration 33Q: 3 clusters Score -561258.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -561308.750000 Penalty: 2765.542725
	Iteration 34Q: 3 clusters Score -561308.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -561350.875000 Penalty: 2765.542725
	Iteration 35Q: 3 clusters Score -561350.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -561392.625000 Penalty: 2765.542725
	Iteration 36Q: 3 clusters Score -561392.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -561436.687500 Penalty: 2765.542725
	Iteration 37Q: 3 clusters Score -561436.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -561467.750000 Penalty: 2765.542725
	Iteration 38Q: 3 clusters Score -561467.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -561494.875000 Penalty: 2765.542725
	Iteration 39Q: 3 clusters Score -561494.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -561514.000000 Penalty: 2765.542725
	Iteration 40F: 3 clusters Score -561514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -561530.125000 Penalty: 2765.542725
	Iteration 41Q: 3 clusters Score -561530.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -561543.250000 Penalty: 2765.542725
	Iteration 42Q: 3 clusters Score -561543.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -561555.687500 Penalty: 2765.542725
	Iteration 43Q: 3 clusters Score -561555.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -561568.937500 Penalty: 2765.542725
	Iteration 44Q: 3 clusters Score -561568.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -561579.250000 Penalty: 2765.542725
	Iteration 45Q: 3 clusters Score -561579.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -561589.875000 Penalty: 2765.542725
	Iteration 46Q: 3 clusters Score -561589.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -561597.000000 Penalty: 2765.542725
	Iteration 47Q: 3 clusters Score -561597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -561602.687500 Penalty: 2765.542725
	Iteration 48Q: 3 clusters Score -561602.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -561610.750000 Penalty: 2765.542725
	Iteration 49Q: 3 clusters Score -561610.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -561618.312500 Penalty: 2765.542725
	Iteration 50Q: 3 clusters Score -561618.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -561622.187500 Penalty: 2765.542725
	Iteration 51Q: 3 clusters Score -561622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -561626.250000 Penalty: 2765.542725
	Iteration 52Q: 3 clusters Score -561626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -561629.375000 Penalty: 2765.542725
	Iteration 53Q: 3 clusters Score -561629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -561628.375000 Penalty: 2765.542725
	Iteration 54Q: 3 clusters Score -561628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -561628.875000 Penalty: 2765.542725
	Iteration 55Q: 3 clusters Score -561628.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -561631.312500 Penalty: 2765.542725
	Iteration 56Q: 3 clusters Score -561631.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -561632.062500 Penalty: 2765.542725
	Iteration 57Q: 3 clusters Score -561632.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -561633.687500 Penalty: 2765.542725
	Iteration 58Q: 3 clusters Score -561633.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -561636.625000 Penalty: 2765.542725
	Iteration 59Q: 3 clusters Score -561636.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -561637.187500 Penalty: 2765.542725
	Iteration 60F: 3 clusters Score -561637.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -561637.000000 Penalty: 2765.542725
	Iteration 61Q: 3 clusters Score -561637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -561637.625000 Penalty: 2765.542725
	Iteration 62Q: 3 clusters Score -561637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -561638.812500 Penalty: 2765.542725
	Iteration 63Q: 3 clusters Score -561638.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -561639.937500 Penalty: 2765.542725
	Iteration 64Q: 3 clusters Score -561639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -561640.062500 Penalty: 2765.542725
	Iteration 65Q: 3 clusters Score -561640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -561642.187500 Penalty: 2765.542725
	Iteration 66Q: 3 clusters Score -561642.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -561641.562500 Penalty: 2765.542725
	Iteration 67Q: 3 clusters Score -561641.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -561641.562500 Penalty: 2765.542725
	Iteration 68F: 3 clusters Score -561641.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -185983.906250 Penalty: 1208.737305
	Iteration 0F: 2 clusters Score -185983.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184069.093750 Penalty: 2417.474609
	Iteration 0F: 3 clusters Score -184069.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -184391.687500 Penalty: 2417.474609
	Iteration 1F: 3 clusters Score -184391.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -184497.984375 Penalty: 2417.474609
	Iteration 2F: 3 clusters Score -184498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -184580.328125 Penalty: 2417.474609
	Iteration 3F: 3 clusters Score -184580.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -184647.546875 Penalty: 2417.474609
	Iteration 4Q: 3 clusters Score -184647.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -184686.250000 Penalty: 2417.474609
	Iteration 5Q: 3 clusters Score -184686.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -184718.187500 Penalty: 2417.474609
	Iteration 6Q: 3 clusters Score -184718.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -184733.156250 Penalty: 2417.474609
	Iteration 7Q: 3 clusters Score -184733.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -184754.750000 Penalty: 2417.474609
	Iteration 8Q: 3 clusters Score -184754.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184778.343750 Penalty: 2417.474609
	Iteration 9Q: 3 clusters Score -184778.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184801.125000 Penalty: 2417.474609
	Iteration 10Q: 3 clusters Score -184801.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -184814.250000 Penalty: 2417.474609
	Iteration 11Q: 3 clusters Score -184814.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -184823.734375 Penalty: 2417.474609
	Iteration 12Q: 3 clusters Score -184823.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -184832.312500 Penalty: 2417.474609
	Iteration 13Q: 3 clusters Score -184832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -184839.156250 Penalty: 2417.474609
	Iteration 14Q: 3 clusters Score -184839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -184842.640625 Penalty: 2417.474609
	Iteration 15Q: 3 clusters Score -184842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -184846.843750 Penalty: 2417.474609
	Iteration 16Q: 3 clusters Score -184846.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -184853.875000 Penalty: 2417.474609
	Iteration 17Q: 3 clusters Score -184853.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184858.781250 Penalty: 2417.474609
	Iteration 18Q: 3 clusters Score -184858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -184861.921875 Penalty: 2417.474609
	Iteration 19Q: 3 clusters Score -184861.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -184869.046875 Penalty: 2417.474609
	Iteration 20F: 3 clusters Score -184869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -184873.984375 Penalty: 2417.474609
	Iteration 21Q: 3 clusters Score -184874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -184875.625000 Penalty: 2417.474609
	Iteration 22Q: 3 clusters Score -184875.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -184877.671875 Penalty: 2417.474609
	Iteration 23Q: 3 clusters Score -184877.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -184878.578125 Penalty: 2417.474609
	Iteration 24Q: 3 clusters Score -184878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -184882.875000 Penalty: 2417.474609
	Iteration 25Q: 3 clusters Score -184882.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -184885.421875 Penalty: 2417.474609
	Iteration 26Q: 3 clusters Score -184885.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -184888.843750 Penalty: 2417.474609
	Iteration 27Q: 3 clusters Score -184888.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -184893.453125 Penalty: 2417.474609
	Iteration 28Q: 3 clusters Score -184893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -184895.296875 Penalty: 2417.474609
	Iteration 29Q: 3 clusters Score -184895.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -184895.687500 Penalty: 2417.474609
	Iteration 30Q: 3 clusters Score -184895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -184896.156250 Penalty: 2417.474609
	Iteration 31Q: 3 clusters Score -184896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184896.734375 Penalty: 2417.474609
	Iteration 32Q: 3 clusters Score -184896.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -184896.734375 Penalty: 2417.474609
	Iteration 33F: 3 clusters Score -184896.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Entering Unmasked Estep 
Score: -5210288.000000 Penalty: 1743.088379
	Iteration 0F: 2 clusters Score -5210288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -5179779.000000 Penalty: 3486.176758
	Iteration 0F: 3 clusters Score -5179779 nChanged 21333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5191990.000000 Penalty: 3486.176758
	Iteration 1F: 3 clusters Score -5191990 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -5192765.500000 Penalty: 3486.176758
	Iteration 2Q: 3 clusters Score -5192766 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -5193652.500000 Penalty: 3486.176758
	Iteration 3Q: 3 clusters Score -5193652 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -5194667.500000 Penalty: 3486.176758
	Iteration 4F: 3 clusters Score -5194668 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -5195753.500000 Penalty: 3486.176758
	Iteration 5F: 3 clusters Score -5195754 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -5196819.000000 Penalty: 3486.176758
	Iteration 6F: 3 clusters Score -5196819 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -5197962.000000 Penalty: 3486.176758
	Iteration 7F: 3 clusters Score -5197962 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -5199042.500000 Penalty: 3486.176758
	Iteration 8F: 3 clusters Score -5199042 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -5200196.000000 Penalty: 3486.176758
	Iteration 9Q: 3 clusters Score -5200196 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -5201447.000000 Penalty: 3486.176758
	Iteration 10Q: 3 clusters Score -5201447 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -5202815.500000 Penalty: 3486.176758
	Iteration 11Q: 3 clusters Score -5202816 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -5204239.500000 Penalty: 3486.176758
	Iteration 12Q: 3 clusters Score -5204240 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -5205616.500000 Penalty: 3486.176758
	Iteration 13Q: 3 clusters Score -5205616 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -5206786.000000 Penalty: 3486.176758
	Iteration 14Q: 3 clusters Score -5206786 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5207723.500000 Penalty: 3486.176758
	Iteration 15Q: 3 clusters Score -5207724 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -5208374.000000 Penalty: 3486.176758
	Iteration 16Q: 3 clusters Score -5208374 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5208742.500000 Penalty: 3486.176758
	Iteration 17Q: 3 clusters Score -5208742 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5208992.000000 Penalty: 3486.176758
	Iteration 18Q: 3 clusters Score -5208992 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -5209126.000000 Penalty: 3486.176758
	Iteration 19Q: 3 clusters Score -5209126 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -5209284.000000 Penalty: 3486.176758
	Iteration 20F: 3 clusters Score -5209284 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5209433.000000 Penalty: 3486.176758
	Iteration 21Q: 3 clusters Score -5209433 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5209538.500000 Penalty: 3486.176758
	Iteration 22Q: 3 clusters Score -5209538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5209585.500000 Penalty: 3486.176758
	Iteration 23Q: 3 clusters Score -5209586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5209623.000000 Penalty: 3486.176758
	Iteration 24Q: 3 clusters Score -5209623 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5209656.000000 Penalty: 3486.176758
	Iteration 25Q: 3 clusters Score -5209656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44371 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5209667.500000 Penalty: 3486.176758
	Iteration 26Q: 3 clusters Score -5209668 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5209671.500000 Penalty: 3486.176758
	Iteration 27Q: 3 clusters Score -5209672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5209686.500000 Penalty: 3486.176758
	Iteration 28Q: 3 clusters Score -5209686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -5209692.500000 Penalty: 3486.176758
	Iteration 29Q: 3 clusters Score -5209692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5209699.000000 Penalty: 3486.176758
	Iteration 30Q: 3 clusters Score -5209699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5209702.500000 Penalty: 3486.176758
	Iteration 31Q: 3 clusters Score -5209702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5209701.000000 Penalty: 3486.176758
	Iteration 32Q: 3 clusters Score -5209701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -5209706.000000 Penalty: 3486.176758
	Iteration 33Q: 3 clusters Score -5209706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5209704.000000 Penalty: 3486.176758
	Iteration 34Q: 3 clusters Score -5209704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -5209704.000000 Penalty: 3486.176758
	Iteration 35F: 3 clusters Score -5209704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -126850.960938 Penalty: 1138.440674
	Iteration 0F: 2 clusters Score -126851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -125326.617188 Penalty: 2276.881348
	Iteration 0F: 3 clusters Score -125326.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -125627.226562 Penalty: 2276.881348
	Iteration 1F: 3 clusters Score -125627.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -125691.648438 Penalty: 2276.881348
	Iteration 2F: 3 clusters Score -125691.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125718.546875 Penalty: 2276.881348
	Iteration 3Q: 3 clusters Score -125718.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125734.078125 Penalty: 2276.881348
	Iteration 4Q: 3 clusters Score -125734.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -125742.476562 Penalty: 2276.881348
	Iteration 5Q: 3 clusters Score -125742.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125750.679688 Penalty: 2276.881348
	Iteration 6Q: 3 clusters Score -125750.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -125753.804688 Penalty: 2276.881348
	Iteration 7Q: 3 clusters Score -125753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -125758.328125 Penalty: 2276.881348
	Iteration 8Q: 3 clusters Score -125758.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -125760.968750 Penalty: 2276.881348
	Iteration 9Q: 3 clusters Score -125761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125763.312500 Penalty: 2276.881348
	Iteration 10Q: 3 clusters Score -125763.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125766.828125 Penalty: 2276.881348
	Iteration 11Q: 3 clusters Score -125766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125769.882812 Penalty: 2276.881348
	Iteration 12Q: 3 clusters Score -125769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125771.804688 Penalty: 2276.881348
	Iteration 13Q: 3 clusters Score -125771.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125773.820312 Penalty: 2276.881348
	Iteration 14Q: 3 clusters Score -125773.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125778.695312 Penalty: 2276.881348
	Iteration 15Q: 3 clusters Score -125778.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125782.562500 Penalty: 2276.881348
	Iteration 16Q: 3 clusters Score -125782.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -125784.664062 Penalty: 2276.881348
	Iteration 17Q: 3 clusters Score -125784.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125784.796875 Penalty: 2276.881348
	Iteration 18Q: 3 clusters Score -125784.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125784.796875 Penalty: 2276.881348
	Iteration 19F: 3 clusters Score -125784.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Entering Unmasked Estep 
Score: -2084122.875000 Penalty: 1595.050293
	Iteration 0F: 2 clusters Score -2084123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -2071671.000000 Penalty: 3190.100586
	Iteration 0F: 3 clusters Score -2071671 nChanged 8186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2076149.000000 Penalty: 3190.100586
	Iteration 1F: 3 clusters Score -2076149 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2076637.125000 Penalty: 3190.100586
	Iteration 2F: 3 clusters Score -2076637 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -2077198.000000 Penalty: 3190.100586
	Iteration 3F: 3 clusters Score -2077198 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2077793.250000 Penalty: 3190.100586
	Iteration 4F: 3 clusters Score -2077793 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -2078422.125000 Penalty: 3190.100586
	Iteration 5F: 3 clusters Score -2078422 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2079017.500000 Penalty: 3190.100586
	Iteration 6F: 3 clusters Score -2079018 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2079568.875000 Penalty: 3190.100586
	Iteration 7Q: 3 clusters Score -2079569 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2080037.250000 Penalty: 3190.100586
	Iteration 8Q: 3 clusters Score -2080037 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2080466.250000 Penalty: 3190.100586
	Iteration 9Q: 3 clusters Score -2080466 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2080913.125000 Penalty: 3190.100586
	Iteration 10Q: 3 clusters Score -2080913 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -2081416.500000 Penalty: 3190.100586
	Iteration 11Q: 3 clusters Score -2081416 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2081947.125000 Penalty: 3190.100586
	Iteration 12Q: 3 clusters Score -2081947 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2082448.875000 Penalty: 3190.100586
	Iteration 13Q: 3 clusters Score -2082449 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2082787.000000 Penalty: 3190.100586
	Iteration 14Q: 3 clusters Score -2082787 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2082954.000000 Penalty: 3190.100586
	Iteration 15Q: 3 clusters Score -2082954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2083039.875000 Penalty: 3190.100586
	Iteration 16Q: 3 clusters Score -2083040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2083090.750000 Penalty: 3190.100586
	Iteration 17Q: 3 clusters Score -2083091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2083119.000000 Penalty: 3190.100586
	Iteration 18Q: 3 clusters Score -2083119 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2083145.625000 Penalty: 3190.100586
	Iteration 19Q: 3 clusters Score -2083146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2083157.500000 Penalty: 3190.100586
	Iteration 20F: 3 clusters Score -2083158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2083165.625000 Penalty: 3190.100586
	Iteration 21Q: 3 clusters Score -2083166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2083172.875000 Penalty: 3190.100586
	Iteration 22Q: 3 clusters Score -2083173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2083178.125000 Penalty: 3190.100586
	Iteration 23Q: 3 clusters Score -2083178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2083179.000000 Penalty: 3190.100586
	Iteration 24Q: 3 clusters Score -2083179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2083182.250000 Penalty: 3190.100586
	Iteration 25Q: 3 clusters Score -2083182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2083181.500000 Penalty: 3190.100586
	Iteration 26Q: 3 clusters Score -2083182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2083186.500000 Penalty: 3190.100586
	Iteration 27Q: 3 clusters Score -2083186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2083188.750000 Penalty: 3190.100586
	Iteration 28Q: 3 clusters Score -2083189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2083186.625000 Penalty: 3190.100586
	Iteration 29Q: 3 clusters Score -2083187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2083184.125000 Penalty: 3190.100586
	Iteration 30Q: 3 clusters Score -2083184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2083185.500000 Penalty: 3190.100586
	Iteration 31Q: 3 clusters Score -2083186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2083186.000000 Penalty: 3190.100586
	Iteration 32Q: 3 clusters Score -2083186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2083188.000000 Penalty: 3190.100586
	Iteration 33Q: 3 clusters Score -2083188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2083188.000000 Penalty: 3190.100586
	Iteration 34F: 3 clusters Score -2083188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -987431.500000 Penalty: 1476.221069
	Iteration 0F: 2 clusters Score -987431.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -981095.875000 Penalty: 2952.442139
	Iteration 0F: 3 clusters Score -981095.9 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -983265.062500 Penalty: 2952.442139
	Iteration 1F: 3 clusters Score -983265.1 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -983670.625000 Penalty: 2952.442139
	Iteration 2F: 3 clusters Score -983670.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -984150.250000 Penalty: 2952.442139
	Iteration 3F: 3 clusters Score -984150.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -984803.500000 Penalty: 2952.442139
	Iteration 4F: 3 clusters Score -984803.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -985494.375000 Penalty: 2952.442139
	Iteration 5F: 3 clusters Score -985494.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -986056.750000 Penalty: 2952.442139
	Iteration 6F: 3 clusters Score -986056.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -986377.812500 Penalty: 2952.442139
	Iteration 7F: 3 clusters Score -986377.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -986562.625000 Penalty: 2952.442139
	Iteration 8Q: 3 clusters Score -986562.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -986693.125000 Penalty: 2952.442139
	Iteration 9Q: 3 clusters Score -986693.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -986804.625000 Penalty: 2952.442139
	Iteration 10Q: 3 clusters Score -986804.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -986903.500000 Penalty: 2952.442139
	Iteration 11Q: 3 clusters Score -986903.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -986968.875000 Penalty: 2952.442139
	Iteration 12Q: 3 clusters Score -986968.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -987016.125000 Penalty: 2952.442139
	Iteration 13Q: 3 clusters Score -987016.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -987050.750000 Penalty: 2952.442139
	Iteration 14Q: 3 clusters Score -987050.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -987086.375000 Penalty: 2952.442139
	Iteration 15Q: 3 clusters Score -987086.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -987112.812500 Penalty: 2952.442139
	Iteration 16Q: 3 clusters Score -987112.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -987132.375000 Penalty: 2952.442139
	Iteration 17Q: 3 clusters Score -987132.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -987144.437500 Penalty: 2952.442139
	Iteration 18Q: 3 clusters Score -987144.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -987153.500000 Penalty: 2952.442139
	Iteration 19Q: 3 clusters Score -987153.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -987164.562500 Penalty: 2952.442139
	Iteration 20F: 3 clusters Score -987164.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -987174.562500 Penalty: 2952.442139
	Iteration 21Q: 3 clusters Score -987174.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -987184.250000 Penalty: 2952.442139
	Iteration 22Q: 3 clusters Score -987184.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -987192.375000 Penalty: 2952.442139
	Iteration 23Q: 3 clusters Score -987192.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -987198.625000 Penalty: 2952.442139
	Iteration 24Q: 3 clusters Score -987198.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -987201.875000 Penalty: 2952.442139
	Iteration 25Q: 3 clusters Score -987201.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -987204.812500 Penalty: 2952.442139
	Iteration 26Q: 3 clusters Score -987204.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -987209.062500 Penalty: 2952.442139
	Iteration 27Q: 3 clusters Score -987209.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -987214.500000 Penalty: 2952.442139
	Iteration 28Q: 3 clusters Score -987214.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -987213.687500 Penalty: 2952.442139
	Iteration 29Q: 3 clusters Score -987213.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -987214.625000 Penalty: 2952.442139
	Iteration 30Q: 3 clusters Score -987214.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -987214.562500 Penalty: 2952.442139
	Iteration 31Q: 3 clusters Score -987214.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -987217.750000 Penalty: 2952.442139
	Iteration 32Q: 3 clusters Score -987217.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -987221.750000 Penalty: 2952.442139
	Iteration 33Q: 3 clusters Score -987221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -987223.625000 Penalty: 2952.442139
	Iteration 34Q: 3 clusters Score -987223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -987225.500000 Penalty: 2952.442139
	Iteration 35Q: 3 clusters Score -987225.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -987225.625000 Penalty: 2952.442139
	Iteration 36Q: 3 clusters Score -987225.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -987225.062500 Penalty: 2952.442139
	Iteration 37Q: 3 clusters Score -987225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -987225.062500 Penalty: 2952.442139
	Iteration 38Q: 3 clusters Score -987225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -987225.062500 Penalty: 2952.442139
	Iteration 39F: 3 clusters Score -987225.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Entering Unmasked Estep 
Score: -67265.195312 Penalty: 1062.447754
	Iteration 0F: 2 clusters Score -67265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66077.523438 Penalty: 2124.895508
	Iteration 0F: 3 clusters Score -66077.52 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66301.062500 Penalty: 2124.895508
	Iteration 1F: 3 clusters Score -66301.06 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66347.343750 Penalty: 2124.895508
	Iteration 2F: 3 clusters Score -66347.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66368.343750 Penalty: 2124.895508
	Iteration 3Q: 3 clusters Score -66368.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66384.070312 Penalty: 2124.895508
	Iteration 4Q: 3 clusters Score -66384.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -66393.679688 Penalty: 2124.895508
	Iteration 5Q: 3 clusters Score -66393.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -66403.375000 Penalty: 2124.895508
	Iteration 6Q: 3 clusters Score -66403.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66408.476562 Penalty: 2124.895508
	Iteration 7Q: 3 clusters Score -66408.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66410.148438 Penalty: 2124.895508
	Iteration 8Q: 3 clusters Score -66410.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66413.312500 Penalty: 2124.895508
	Iteration 9Q: 3 clusters Score -66413.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66415.070312 Penalty: 2124.895508
	Iteration 10Q: 3 clusters Score -66415.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66415.070312 Penalty: 2124.895508
	Iteration 11F: 3 clusters Score -66415.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Entering Unmasked Estep 
Score: -584376.250000 Penalty: 1391.631470
	Iteration 0F: 2 clusters Score -584376.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -580225.812500 Penalty: 2783.262939
	Iteration 0F: 3 clusters Score -580225.8 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -581598.187500 Penalty: 2783.262939
	Iteration 1F: 3 clusters Score -581598.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -581994.937500 Penalty: 2783.262939
	Iteration 2F: 3 clusters Score -581994.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -582450.187500 Penalty: 2783.262939
	Iteration 3F: 3 clusters Score -582450.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -582879.812500 Penalty: 2783.262939
	Iteration 4F: 3 clusters Score -582879.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -583154.562500 Penalty: 2783.262939
	Iteration 5F: 3 clusters Score -583154.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -583326.125000 Penalty: 2783.262939
	Iteration 6Q: 3 clusters Score -583326.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -583493.875000 Penalty: 2783.262939
	Iteration 7Q: 3 clusters Score -583493.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -583667.312500 Penalty: 2783.262939
	Iteration 8Q: 3 clusters Score -583667.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -583812.062500 Penalty: 2783.262939
	Iteration 9Q: 3 clusters Score -583812.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -583918.437500 Penalty: 2783.262939
	Iteration 10Q: 3 clusters Score -583918.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -583963.500000 Penalty: 2783.262939
	Iteration 11Q: 3 clusters Score -583963.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -583989.125000 Penalty: 2783.262939
	Iteration 12Q: 3 clusters Score -583989.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -584002.687500 Penalty: 2783.262939
	Iteration 13Q: 3 clusters Score -584002.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -584009.812500 Penalty: 2783.262939
	Iteration 14Q: 3 clusters Score -584009.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -584015.312500 Penalty: 2783.262939
	Iteration 15Q: 3 clusters Score -584015.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -584023.812500 Penalty: 2783.262939
	Iteration 16Q: 3 clusters Score -584023.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -584034.000000 Penalty: 2783.262939
	Iteration 17Q: 3 clusters Score -584034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -584045.750000 Penalty: 2783.262939
	Iteration 18Q: 3 clusters Score -584045.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -584061.312500 Penalty: 2783.262939
	Iteration 19Q: 3 clusters Score -584061.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -584083.562500 Penalty: 2783.262939
	Iteration 20F: 3 clusters Score -584083.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -584101.562500 Penalty: 2783.262939
	Iteration 21Q: 3 clusters Score -584101.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -584126.125000 Penalty: 2783.262939
	Iteration 22Q: 3 clusters Score -584126.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -584147.062500 Penalty: 2783.262939
	Iteration 23Q: 3 clusters Score -584147.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -584170.625000 Penalty: 2783.262939
	Iteration 24Q: 3 clusters Score -584170.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -584199.437500 Penalty: 2783.262939
	Iteration 25Q: 3 clusters Score -584199.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -584226.250000 Penalty: 2783.262939
	Iteration 26Q: 3 clusters Score -584226.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -584264.875000 Penalty: 2783.262939
	Iteration 27Q: 3 clusters Score -584264.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -584313.000000 Penalty: 2783.262939
	Iteration 28Q: 3 clusters Score -584313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -584367.187500 Penalty: 2783.262939
	Iteration 29Q: 3 clusters Score -584367.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -584409.437500 Penalty: 2783.262939
	Iteration 30Q: 3 clusters Score -584409.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -584432.125000 Penalty: 2783.262939
	Iteration 31Q: 3 clusters Score -584432.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -584442.687500 Penalty: 2783.262939
	Iteration 32Q: 3 clusters Score -584442.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -584450.125000 Penalty: 2783.262939
	Iteration 33Q: 3 clusters Score -584450.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -584456.500000 Penalty: 2783.262939
	Iteration 34Q: 3 clusters Score -584456.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -584457.875000 Penalty: 2783.262939
	Iteration 35Q: 3 clusters Score -584457.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -584464.062500 Penalty: 2783.262939
	Iteration 36Q: 3 clusters Score -584464.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -584466.937500 Penalty: 2783.262939
	Iteration 37Q: 3 clusters Score -584466.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -584470.750000 Penalty: 2783.262939
	Iteration 38Q: 3 clusters Score -584470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -584472.687500 Penalty: 2783.262939
	Iteration 39Q: 3 clusters Score -584472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -584472.750000 Penalty: 2783.262939
	Iteration 40F: 3 clusters Score -584472.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -584473.500000 Penalty: 2783.262939
	Iteration 41Q: 3 clusters Score -584473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -584473.500000 Penalty: 2783.262939
	Iteration 42F: 3 clusters Score -584473.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 2104 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 874 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 3135 members 
Entering Unmasked Estep 
Score: -40135388.000000 Penalty: 93588.375000
Splitting cluster 18 changes total score from -40135888.000000 to -40135388.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (6030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Entering Unmasked Estep 
Score: -693059.125000 Penalty: 1414.481567
	Iteration 0F: 2 clusters Score -693059.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -688422.687500 Penalty: 2828.963135
	Iteration 0F: 3 clusters Score -688422.7 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -689801.000000 Penalty: 2828.963135
	Iteration 1F: 3 clusters Score -689801 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -689979.062500 Penalty: 2828.963135
	Iteration 2F: 3 clusters Score -689979.1 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -690100.437500 Penalty: 2828.963135
	Iteration 3Q: 3 clusters Score -690100.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -690201.125000 Penalty: 2828.963135
	Iteration 4Q: 3 clusters Score -690201.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -690274.062500 Penalty: 2828.963135
	Iteration 5Q: 3 clusters Score -690274.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -690334.187500 Penalty: 2828.963135
	Iteration 6Q: 3 clusters Score -690334.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -690384.000000 Penalty: 2828.963135
	Iteration 7Q: 3 clusters Score -690384 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -690446.687500 Penalty: 2828.963135
	Iteration 8Q: 3 clusters Score -690446.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -690514.312500 Penalty: 2828.963135
	Iteration 9Q: 3 clusters Score -690514.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -690594.812500 Penalty: 2828.963135
	Iteration 10Q: 3 clusters Score -690594.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -690684.937500 Penalty: 2828.963135
	Iteration 11Q: 3 clusters Score -690684.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -690790.562500 Penalty: 2828.963135
	Iteration 12Q: 3 clusters Score -690790.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -690886.562500 Penalty: 2828.963135
	Iteration 13Q: 3 clusters Score -690886.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -690978.375000 Penalty: 2828.963135
	Iteration 14Q: 3 clusters Score -690978.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -691084.062500 Penalty: 2828.963135
	Iteration 15Q: 3 clusters Score -691084.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -691183.187500 Penalty: 2828.963135
	Iteration 16Q: 3 clusters Score -691183.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -691282.500000 Penalty: 2828.963135
	Iteration 17Q: 3 clusters Score -691282.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -691381.687500 Penalty: 2828.963135
	Iteration 18Q: 3 clusters Score -691381.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -691485.625000 Penalty: 2828.963135
	Iteration 19Q: 3 clusters Score -691485.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -691574.500000 Penalty: 2828.963135
	Iteration 20F: 3 clusters Score -691574.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -691637.250000 Penalty: 2828.963135
	Iteration 21Q: 3 clusters Score -691637.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -691684.375000 Penalty: 2828.963135
	Iteration 22Q: 3 clusters Score -691684.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -691722.250000 Penalty: 2828.963135
	Iteration 23Q: 3 clusters Score -691722.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -691754.250000 Penalty: 2828.963135
	Iteration 24Q: 3 clusters Score -691754.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -691771.562500 Penalty: 2828.963135
	Iteration 25Q: 3 clusters Score -691771.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -691778.687500 Penalty: 2828.963135
	Iteration 26Q: 3 clusters Score -691778.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -691785.375000 Penalty: 2828.963135
	Iteration 27Q: 3 clusters Score -691785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -691794.625000 Penalty: 2828.963135
	Iteration 28Q: 3 clusters Score -691794.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -691801.625000 Penalty: 2828.963135
	Iteration 29Q: 3 clusters Score -691801.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -691803.750000 Penalty: 2828.963135
	Iteration 30Q: 3 clusters Score -691803.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -691804.437500 Penalty: 2828.963135
	Iteration 31Q: 3 clusters Score -691804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -691806.312500 Penalty: 2828.963135
	Iteration 32Q: 3 clusters Score -691806.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -691808.812500 Penalty: 2828.963135
	Iteration 33Q: 3 clusters Score -691808.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -691813.000000 Penalty: 2828.963135
	Iteration 34Q: 3 clusters Score -691813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -691817.687500 Penalty: 2828.963135
	Iteration 35Q: 3 clusters Score -691817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -691821.750000 Penalty: 2828.963135
	Iteration 36Q: 3 clusters Score -691821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -691827.687500 Penalty: 2828.963135
	Iteration 37Q: 3 clusters Score -691827.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -691832.937500 Penalty: 2828.963135
	Iteration 38Q: 3 clusters Score -691832.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -691835.312500 Penalty: 2828.963135
	Iteration 39Q: 3 clusters Score -691835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -691839.875000 Penalty: 2828.963135
	Iteration 40F: 3 clusters Score -691839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -691844.312500 Penalty: 2828.963135
	Iteration 41Q: 3 clusters Score -691844.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -691846.312500 Penalty: 2828.963135
	Iteration 42Q: 3 clusters Score -691846.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -691849.500000 Penalty: 2828.963135
	Iteration 43Q: 3 clusters Score -691849.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -691852.062500 Penalty: 2828.963135
	Iteration 44Q: 3 clusters Score -691852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -691853.312500 Penalty: 2828.963135
	Iteration 45Q: 3 clusters Score -691853.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -691854.125000 Penalty: 2828.963135
	Iteration 46Q: 3 clusters Score -691854.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -691854.125000 Penalty: 2828.963135
	Iteration 47F: 3 clusters Score -691854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -103818.054688 Penalty: 1116.720825
	Iteration 0F: 2 clusters Score -103818.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -102383.335938 Penalty: 2233.441650
	Iteration 0F: 3 clusters Score -102383.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -102640.046875 Penalty: 2233.441650
	Iteration 1F: 3 clusters Score -102640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -102734.398438 Penalty: 2233.441650
	Iteration 2F: 3 clusters Score -102734.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102824.960938 Penalty: 2233.441650
	Iteration 3F: 3 clusters Score -102825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102893.257812 Penalty: 2233.441650
	Iteration 4F: 3 clusters Score -102893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102965.281250 Penalty: 2233.441650
	Iteration 5Q: 3 clusters Score -102965.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -103046.312500 Penalty: 2233.441650
	Iteration 6Q: 3 clusters Score -103046.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -103134.476562 Penalty: 2233.441650
	Iteration 7Q: 3 clusters Score -103134.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103188.171875 Penalty: 2233.441650
	Iteration 8Q: 3 clusters Score -103188.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103230.867188 Penalty: 2233.441650
	Iteration 9Q: 3 clusters Score -103230.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103256.414062 Penalty: 2233.441650
	Iteration 10Q: 3 clusters Score -103256.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103278.914062 Penalty: 2233.441650
	Iteration 11Q: 3 clusters Score -103278.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103293.726562 Penalty: 2233.441650
	Iteration 12Q: 3 clusters Score -103293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103300.914062 Penalty: 2233.441650
	Iteration 13Q: 3 clusters Score -103300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103306.507812 Penalty: 2233.441650
	Iteration 14Q: 3 clusters Score -103306.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103309.054688 Penalty: 2233.441650
	Iteration 15Q: 3 clusters Score -103309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103311.367188 Penalty: 2233.441650
	Iteration 16Q: 3 clusters Score -103311.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103311.367188 Penalty: 2233.441650
	Iteration 17F: 3 clusters Score -103311.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Entering Unmasked Estep 
Score: -525698.437500 Penalty: 1368.002563
	Iteration 0F: 2 clusters Score -525698.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -522006.968750 Penalty: 2736.005127
	Iteration 0F: 3 clusters Score -522007 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -522913.218750 Penalty: 2736.005127
	Iteration 1F: 3 clusters Score -522913.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -523052.562500 Penalty: 2736.005127
	Iteration 2F: 3 clusters Score -523052.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -523143.687500 Penalty: 2736.005127
	Iteration 3Q: 3 clusters Score -523143.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -523209.562500 Penalty: 2736.005127
	Iteration 4Q: 3 clusters Score -523209.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -523263.937500 Penalty: 2736.005127
	Iteration 5Q: 3 clusters Score -523263.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -523307.312500 Penalty: 2736.005127
	Iteration 6Q: 3 clusters Score -523307.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -523349.250000 Penalty: 2736.005127
	Iteration 7Q: 3 clusters Score -523349.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -523387.062500 Penalty: 2736.005127
	Iteration 8Q: 3 clusters Score -523387.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -523422.062500 Penalty: 2736.005127
	Iteration 9Q: 3 clusters Score -523422.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -523453.312500 Penalty: 2736.005127
	Iteration 10Q: 3 clusters Score -523453.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -523484.937500 Penalty: 2736.005127
	Iteration 11Q: 3 clusters Score -523484.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -523529.875000 Penalty: 2736.005127
	Iteration 12Q: 3 clusters Score -523529.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -523589.718750 Penalty: 2736.005127
	Iteration 13Q: 3 clusters Score -523589.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -523658.656250 Penalty: 2736.005127
	Iteration 14Q: 3 clusters Score -523658.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -523739.031250 Penalty: 2736.005127
	Iteration 15Q: 3 clusters Score -523739 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -523842.968750 Penalty: 2736.005127
	Iteration 16Q: 3 clusters Score -523843 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -523959.781250 Penalty: 2736.005127
	Iteration 17Q: 3 clusters Score -523959.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -524063.062500 Penalty: 2736.005127
	Iteration 18Q: 3 clusters Score -524063.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -524156.031250 Penalty: 2736.005127
	Iteration 19Q: 3 clusters Score -524156 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -524224.625000 Penalty: 2736.005127
	Iteration 20F: 3 clusters Score -524224.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -524295.375000 Penalty: 2736.005127
	Iteration 21Q: 3 clusters Score -524295.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -524342.937500 Penalty: 2736.005127
	Iteration 22Q: 3 clusters Score -524342.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -524377.812500 Penalty: 2736.005127
	Iteration 23Q: 3 clusters Score -524377.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -524402.375000 Penalty: 2736.005127
	Iteration 24Q: 3 clusters Score -524402.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -524415.812500 Penalty: 2736.005127
	Iteration 25Q: 3 clusters Score -524415.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -524429.562500 Penalty: 2736.005127
	Iteration 26Q: 3 clusters Score -524429.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -524443.812500 Penalty: 2736.005127
	Iteration 27Q: 3 clusters Score -524443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -524452.750000 Penalty: 2736.005127
	Iteration 28Q: 3 clusters Score -524452.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -524463.625000 Penalty: 2736.005127
	Iteration 29Q: 3 clusters Score -524463.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -524472.312500 Penalty: 2736.005127
	Iteration 30Q: 3 clusters Score -524472.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -524487.750000 Penalty: 2736.005127
	Iteration 31Q: 3 clusters Score -524487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -524492.250000 Penalty: 2736.005127
	Iteration 32Q: 3 clusters Score -524492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -524493.437500 Penalty: 2736.005127
	Iteration 33Q: 3 clusters Score -524493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -524493.437500 Penalty: 2736.005127
	Iteration 34F: 3 clusters Score -524493.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Entering Unmasked Estep 
Score: -525493.062500 Penalty: 1371.691040
	Iteration 0F: 2 clusters Score -525493.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -521784.156250 Penalty: 2743.382080
	Iteration 0F: 3 clusters Score -521784.2 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -522766.781250 Penalty: 2743.382080
	Iteration 1F: 3 clusters Score -522766.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -522915.531250 Penalty: 2743.382080
	Iteration 2F: 3 clusters Score -522915.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -523034.093750 Penalty: 2743.382080
	Iteration 3Q: 3 clusters Score -523034.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -523114.343750 Penalty: 2743.382080
	Iteration 4Q: 3 clusters Score -523114.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -523163.187500 Penalty: 2743.382080
	Iteration 5Q: 3 clusters Score -523163.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -523215.031250 Penalty: 2743.382080
	Iteration 6Q: 3 clusters Score -523215 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -523284.531250 Penalty: 2743.382080
	Iteration 7Q: 3 clusters Score -523284.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -523353.343750 Penalty: 2743.382080
	Iteration 8Q: 3 clusters Score -523353.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -523438.812500 Penalty: 2743.382080
	Iteration 9Q: 3 clusters Score -523438.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -523522.218750 Penalty: 2743.382080
	Iteration 10Q: 3 clusters Score -523522.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -523598.343750 Penalty: 2743.382080
	Iteration 11Q: 3 clusters Score -523598.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -523670.937500 Penalty: 2743.382080
	Iteration 12Q: 3 clusters Score -523670.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -523730.781250 Penalty: 2743.382080
	Iteration 13Q: 3 clusters Score -523730.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -523781.156250 Penalty: 2743.382080
	Iteration 14Q: 3 clusters Score -523781.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -523827.312500 Penalty: 2743.382080
	Iteration 15Q: 3 clusters Score -523827.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -523880.156250 Penalty: 2743.382080
	Iteration 16Q: 3 clusters Score -523880.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -523935.468750 Penalty: 2743.382080
	Iteration 17Q: 3 clusters Score -523935.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -523982.406250 Penalty: 2743.382080
	Iteration 18Q: 3 clusters Score -523982.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -524027.062500 Penalty: 2743.382080
	Iteration 19Q: 3 clusters Score -524027.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -524066.562500 Penalty: 2743.382080
	Iteration 20F: 3 clusters Score -524066.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -524104.343750 Penalty: 2743.382080
	Iteration 21Q: 3 clusters Score -524104.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -524132.500000 Penalty: 2743.382080
	Iteration 22Q: 3 clusters Score -524132.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -524154.937500 Penalty: 2743.382080
	Iteration 23Q: 3 clusters Score -524154.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -524173.968750 Penalty: 2743.382080
	Iteration 24Q: 3 clusters Score -524174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -524185.562500 Penalty: 2743.382080
	Iteration 25Q: 3 clusters Score -524185.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -524194.218750 Penalty: 2743.382080
	Iteration 26Q: 3 clusters Score -524194.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -524204.250000 Penalty: 2743.382080
	Iteration 27Q: 3 clusters Score -524204.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -524213.625000 Penalty: 2743.382080
	Iteration 28Q: 3 clusters Score -524213.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -524222.906250 Penalty: 2743.382080
	Iteration 29Q: 3 clusters Score -524222.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -524233.281250 Penalty: 2743.382080
	Iteration 30Q: 3 clusters Score -524233.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -524237.468750 Penalty: 2743.382080
	Iteration 31Q: 3 clusters Score -524237.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -524242.406250 Penalty: 2743.382080
	Iteration 32Q: 3 clusters Score -524242.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -524245.250000 Penalty: 2743.382080
	Iteration 33Q: 3 clusters Score -524245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -524246.968750 Penalty: 2743.382080
	Iteration 34Q: 3 clusters Score -524247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -524250.562500 Penalty: 2743.382080
	Iteration 35Q: 3 clusters Score -524250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -524256.437500 Penalty: 2743.382080
	Iteration 36Q: 3 clusters Score -524256.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -524265.468750 Penalty: 2743.382080
	Iteration 37Q: 3 clusters Score -524265.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -524272.750000 Penalty: 2743.382080
	Iteration 38Q: 3 clusters Score -524272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -524279.343750 Penalty: 2743.382080
	Iteration 39Q: 3 clusters Score -524279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -524283.437500 Penalty: 2743.382080
	Iteration 40F: 3 clusters Score -524283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -524285.312500 Penalty: 2743.382080
	Iteration 41Q: 3 clusters Score -524285.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -524289.562500 Penalty: 2743.382080
	Iteration 42Q: 3 clusters Score -524289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -524290.125000 Penalty: 2743.382080
	Iteration 43Q: 3 clusters Score -524290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -524293.750000 Penalty: 2743.382080
	Iteration 44Q: 3 clusters Score -524293.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -524295.062500 Penalty: 2743.382080
	Iteration 45Q: 3 clusters Score -524295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -524295.625000 Penalty: 2743.382080
	Iteration 46Q: 3 clusters Score -524295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -524296.625000 Penalty: 2743.382080
	Iteration 47Q: 3 clusters Score -524296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -524298.437500 Penalty: 2743.382080
	Iteration 48Q: 3 clusters Score -524298.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -524298.437500 Penalty: 2743.382080
	Iteration 49F: 3 clusters Score -524298.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Entering Unmasked Estep 
Score: -744859.187500 Penalty: 1422.730469
	Iteration 0F: 2 clusters Score -744859.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -740083.000000 Penalty: 2845.460938
	Iteration 0F: 3 clusters Score -740083 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -741442.000000 Penalty: 2845.460938
	Iteration 1F: 3 clusters Score -741442 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -741668.562500 Penalty: 2845.460938
	Iteration 2F: 3 clusters Score -741668.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -741832.562500 Penalty: 2845.460938
	Iteration 3F: 3 clusters Score -741832.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -741966.062500 Penalty: 2845.460938
	Iteration 4Q: 3 clusters Score -741966.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -742078.937500 Penalty: 2845.460938
	Iteration 5Q: 3 clusters Score -742078.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -742172.437500 Penalty: 2845.460938
	Iteration 6Q: 3 clusters Score -742172.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -742254.250000 Penalty: 2845.460938
	Iteration 7Q: 3 clusters Score -742254.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -742333.500000 Penalty: 2845.460938
	Iteration 8Q: 3 clusters Score -742333.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -742422.875000 Penalty: 2845.460938
	Iteration 9Q: 3 clusters Score -742422.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -742520.812500 Penalty: 2845.460938
	Iteration 10Q: 3 clusters Score -742520.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -742621.375000 Penalty: 2845.460938
	Iteration 11Q: 3 clusters Score -742621.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -742737.937500 Penalty: 2845.460938
	Iteration 12Q: 3 clusters Score -742737.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -742874.000000 Penalty: 2845.460938
	Iteration 13Q: 3 clusters Score -742874 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -743038.875000 Penalty: 2845.460938
	Iteration 14Q: 3 clusters Score -743038.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -743196.562500 Penalty: 2845.460938
	Iteration 15Q: 3 clusters Score -743196.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -743321.812500 Penalty: 2845.460938
	Iteration 16Q: 3 clusters Score -743321.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -743408.562500 Penalty: 2845.460938
	Iteration 17Q: 3 clusters Score -743408.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -743471.125000 Penalty: 2845.460938
	Iteration 18Q: 3 clusters Score -743471.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -743512.250000 Penalty: 2845.460938
	Iteration 19Q: 3 clusters Score -743512.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -743539.750000 Penalty: 2845.460938
	Iteration 20F: 3 clusters Score -743539.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -743556.625000 Penalty: 2845.460938
	Iteration 21Q: 3 clusters Score -743556.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -743567.562500 Penalty: 2845.460938
	Iteration 22Q: 3 clusters Score -743567.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -743579.250000 Penalty: 2845.460938
	Iteration 23Q: 3 clusters Score -743579.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -743592.625000 Penalty: 2845.460938
	Iteration 24Q: 3 clusters Score -743592.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -743606.750000 Penalty: 2845.460938
	Iteration 25Q: 3 clusters Score -743606.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -743621.562500 Penalty: 2845.460938
	Iteration 26Q: 3 clusters Score -743621.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -743629.625000 Penalty: 2845.460938
	Iteration 27Q: 3 clusters Score -743629.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -743635.375000 Penalty: 2845.460938
	Iteration 28Q: 3 clusters Score -743635.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -743642.062500 Penalty: 2845.460938
	Iteration 29Q: 3 clusters Score -743642.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -743643.562500 Penalty: 2845.460938
	Iteration 30Q: 3 clusters Score -743643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -743647.937500 Penalty: 2845.460938
	Iteration 31Q: 3 clusters Score -743647.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -743650.187500 Penalty: 2845.460938
	Iteration 32Q: 3 clusters Score -743650.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -743655.500000 Penalty: 2845.460938
	Iteration 33Q: 3 clusters Score -743655.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -743660.000000 Penalty: 2845.460938
	Iteration 34Q: 3 clusters Score -743660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -743663.812500 Penalty: 2845.460938
	Iteration 35Q: 3 clusters Score -743663.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -743666.187500 Penalty: 2845.460938
	Iteration 36Q: 3 clusters Score -743666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -743667.625000 Penalty: 2845.460938
	Iteration 37Q: 3 clusters Score -743667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -743669.687500 Penalty: 2845.460938
	Iteration 38Q: 3 clusters Score -743669.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -743669.875000 Penalty: 2845.460938
	Iteration 39Q: 3 clusters Score -743669.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -743669.875000 Penalty: 2845.460938
	Iteration 40F: 3 clusters Score -743669.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -224957.234375 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -224957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -222838.281250 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -222838.3 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -223293.265625 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -223293.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -223411.078125 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -223411.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -223498.437500 Penalty: 2472.075928
	Iteration 3F: 3 clusters Score -223498.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223571.328125 Penalty: 2472.075928
	Iteration 4Q: 3 clusters Score -223571.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223646.046875 Penalty: 2472.075928
	Iteration 5Q: 3 clusters Score -223646 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -223752.093750 Penalty: 2472.075928
	Iteration 6Q: 3 clusters Score -223752.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -223832.406250 Penalty: 2472.075928
	Iteration 7Q: 3 clusters Score -223832.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -223888.531250 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -223888.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223948.156250 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -223948.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224009.984375 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -224010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -224094.375000 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -224094.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224157.546875 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -224157.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -224187.546875 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -224187.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -224206.093750 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -224206.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -224219.843750 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -224219.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224236.906250 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -224236.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -224249.390625 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -224249.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224267.875000 Penalty: 2472.075928
	Iteration 18Q: 3 clusters Score -224267.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -224297.234375 Penalty: 2472.075928
	Iteration 19Q: 3 clusters Score -224297.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -224332.468750 Penalty: 2472.075928
	Iteration 20F: 3 clusters Score -224332.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224358.328125 Penalty: 2472.075928
	Iteration 21Q: 3 clusters Score -224358.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -224380.578125 Penalty: 2472.075928
	Iteration 22Q: 3 clusters Score -224380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -224397.078125 Penalty: 2472.075928
	Iteration 23Q: 3 clusters Score -224397.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -224410.312500 Penalty: 2472.075928
	Iteration 24Q: 3 clusters Score -224410.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -224420.531250 Penalty: 2472.075928
	Iteration 25Q: 3 clusters Score -224420.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224428.687500 Penalty: 2472.075928
	Iteration 26Q: 3 clusters Score -224428.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224436.156250 Penalty: 2472.075928
	Iteration 27Q: 3 clusters Score -224436.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -224441.031250 Penalty: 2472.075928
	Iteration 28Q: 3 clusters Score -224441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -224442.265625 Penalty: 2472.075928
	Iteration 29Q: 3 clusters Score -224442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -224442.609375 Penalty: 2472.075928
	Iteration 30Q: 3 clusters Score -224442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -224442.609375 Penalty: 2472.075928
	Iteration 31F: 3 clusters Score -224442.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Entering Unmasked Estep 
Score: -1850650.000000 Penalty: 1574.612549
	Iteration 0F: 2 clusters Score -1850650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1839636.875000 Penalty: 3149.225098
	Iteration 0F: 3 clusters Score -1839637 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1843587.250000 Penalty: 3149.225098
	Iteration 1F: 3 clusters Score -1843587 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1843965.625000 Penalty: 3149.225098
	Iteration 2F: 3 clusters Score -1843966 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1844306.875000 Penalty: 3149.225098
	Iteration 3F: 3 clusters Score -1844307 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1844634.125000 Penalty: 3149.225098
	Iteration 4Q: 3 clusters Score -1844634 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1844917.250000 Penalty: 3149.225098
	Iteration 5Q: 3 clusters Score -1844917 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1845201.250000 Penalty: 3149.225098
	Iteration 6Q: 3 clusters Score -1845201 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1845496.625000 Penalty: 3149.225098
	Iteration 7Q: 3 clusters Score -1845497 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -1845842.250000 Penalty: 3149.225098
	Iteration 8Q: 3 clusters Score -1845842 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1846229.000000 Penalty: 3149.225098
	Iteration 9Q: 3 clusters Score -1846229 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1846581.125000 Penalty: 3149.225098
	Iteration 10Q: 3 clusters Score -1846581 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1846931.625000 Penalty: 3149.225098
	Iteration 11Q: 3 clusters Score -1846932 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1847217.875000 Penalty: 3149.225098
	Iteration 12Q: 3 clusters Score -1847218 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1847418.250000 Penalty: 3149.225098
	Iteration 13Q: 3 clusters Score -1847418 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1847569.625000 Penalty: 3149.225098
	Iteration 14Q: 3 clusters Score -1847570 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1847669.625000 Penalty: 3149.225098
	Iteration 15Q: 3 clusters Score -1847670 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1847737.625000 Penalty: 3149.225098
	Iteration 16Q: 3 clusters Score -1847738 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1847779.250000 Penalty: 3149.225098
	Iteration 17Q: 3 clusters Score -1847779 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -1847815.250000 Penalty: 3149.225098
	Iteration 18Q: 3 clusters Score -1847815 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1847842.000000 Penalty: 3149.225098
	Iteration 19Q: 3 clusters Score -1847842 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1847870.125000 Penalty: 3149.225098
	Iteration 20F: 3 clusters Score -1847870 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -1847897.125000 Penalty: 3149.225098
	Iteration 21Q: 3 clusters Score -1847897 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1847921.250000 Penalty: 3149.225098
	Iteration 22Q: 3 clusters Score -1847921 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1847946.750000 Penalty: 3149.225098
	Iteration 23Q: 3 clusters Score -1847947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1847971.750000 Penalty: 3149.225098
	Iteration 24Q: 3 clusters Score -1847972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1847996.625000 Penalty: 3149.225098
	Iteration 25Q: 3 clusters Score -1847997 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1848028.000000 Penalty: 3149.225098
	Iteration 26Q: 3 clusters Score -1848028 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1848071.250000 Penalty: 3149.225098
	Iteration 27Q: 3 clusters Score -1848071 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1848119.375000 Penalty: 3149.225098
	Iteration 28Q: 3 clusters Score -1848119 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1848186.500000 Penalty: 3149.225098
	Iteration 29Q: 3 clusters Score -1848186 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1848253.875000 Penalty: 3149.225098
	Iteration 30Q: 3 clusters Score -1848254 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1848305.875000 Penalty: 3149.225098
	Iteration 31Q: 3 clusters Score -1848306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1848353.250000 Penalty: 3149.225098
	Iteration 32Q: 3 clusters Score -1848353 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -1848391.625000 Penalty: 3149.225098
	Iteration 33Q: 3 clusters Score -1848392 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -1848455.250000 Penalty: 3149.225098
	Iteration 34Q: 3 clusters Score -1848455 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1848502.625000 Penalty: 3149.225098
	Iteration 35Q: 3 clusters Score -1848503 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1848554.875000 Penalty: 3149.225098
	Iteration 36Q: 3 clusters Score -1848555 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1848600.250000 Penalty: 3149.225098
	Iteration 37Q: 3 clusters Score -1848600 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1848628.500000 Penalty: 3149.225098
	Iteration 38Q: 3 clusters Score -1848628 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1848666.125000 Penalty: 3149.225098
	Iteration 39Q: 3 clusters Score -1848666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1848709.125000 Penalty: 3149.225098
	Iteration 40F: 3 clusters Score -1848709 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1848728.625000 Penalty: 3149.225098
	Iteration 41Q: 3 clusters Score -1848729 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -1848760.375000 Penalty: 3149.225098
	Iteration 42Q: 3 clusters Score -1848760 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1848790.375000 Penalty: 3149.225098
	Iteration 43Q: 3 clusters Score -1848790 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1848819.500000 Penalty: 3149.225098
	Iteration 44Q: 3 clusters Score -1848820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1848868.000000 Penalty: 3149.225098
	Iteration 45Q: 3 clusters Score -1848868 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1848908.500000 Penalty: 3149.225098
	Iteration 46Q: 3 clusters Score -1848908 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1848950.250000 Penalty: 3149.225098
	Iteration 47Q: 3 clusters Score -1848950 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1848987.875000 Penalty: 3149.225098
	Iteration 48Q: 3 clusters Score -1848988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1849019.000000 Penalty: 3149.225098
	Iteration 49Q: 3 clusters Score -1849019 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1849053.875000 Penalty: 3149.225098
	Iteration 50Q: 3 clusters Score -1849054 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1849075.250000 Penalty: 3149.225098
	Iteration 51Q: 3 clusters Score -1849075 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1849098.000000 Penalty: 3149.225098
	Iteration 52Q: 3 clusters Score -1849098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -1849117.000000 Penalty: 3149.225098
	Iteration 53Q: 3 clusters Score -1849117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1849136.625000 Penalty: 3149.225098
	Iteration 54Q: 3 clusters Score -1849137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1849146.500000 Penalty: 3149.225098
	Iteration 55Q: 3 clusters Score -1849146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -1849155.500000 Penalty: 3149.225098
	Iteration 56Q: 3 clusters Score -1849156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -1849181.500000 Penalty: 3149.225098
	Iteration 57Q: 3 clusters Score -1849182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -1849197.750000 Penalty: 3149.225098
	Iteration 58Q: 3 clusters Score -1849198 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1849209.000000 Penalty: 3149.225098
	Iteration 59Q: 3 clusters Score -1849209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1849227.500000 Penalty: 3149.225098
	Iteration 60F: 3 clusters Score -1849228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -1849232.375000 Penalty: 3149.225098
	Iteration 61Q: 3 clusters Score -1849232 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1849247.875000 Penalty: 3149.225098
	Iteration 62Q: 3 clusters Score -1849248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1849253.250000 Penalty: 3149.225098
	Iteration 63Q: 3 clusters Score -1849253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1849252.375000 Penalty: 3149.225098
	Iteration 64Q: 3 clusters Score -1849252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1849255.375000 Penalty: 3149.225098
	Iteration 65Q: 3 clusters Score -1849255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1849261.250000 Penalty: 3149.225098
	Iteration 66Q: 3 clusters Score -1849261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1849266.375000 Penalty: 3149.225098
	Iteration 67Q: 3 clusters Score -1849266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1849267.875000 Penalty: 3149.225098
	Iteration 68Q: 3 clusters Score -1849268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1849265.125000 Penalty: 3149.225098
	Iteration 69Q: 3 clusters Score -1849265 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1849266.375000 Penalty: 3149.225098
	Iteration 70Q: 3 clusters Score -1849266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1849269.125000 Penalty: 3149.225098
	Iteration 71Q: 3 clusters Score -1849269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1849272.000000 Penalty: 3149.225098
	Iteration 72Q: 3 clusters Score -1849272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1849274.375000 Penalty: 3149.225098
	Iteration 73Q: 3 clusters Score -1849274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1849273.250000 Penalty: 3149.225098
	Iteration 74Q: 3 clusters Score -1849273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1849274.000000 Penalty: 3149.225098
	Iteration 75Q: 3 clusters Score -1849274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1849275.375000 Penalty: 3149.225098
	Iteration 76Q: 3 clusters Score -1849275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1849275.625000 Penalty: 3149.225098
	Iteration 77Q: 3 clusters Score -1849276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1849277.125000 Penalty: 3149.225098
	Iteration 78Q: 3 clusters Score -1849277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -1849278.625000 Penalty: 3149.225098
	Iteration 79Q: 3 clusters Score -1849279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1849279.875000 Penalty: 3149.225098
	Iteration 80F: 3 clusters Score -1849280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -1849280.625000 Penalty: 3149.225098
	Iteration 81Q: 3 clusters Score -1849281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -1849281.375000 Penalty: 3149.225098
	Iteration 82Q: 3 clusters Score -1849281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1849282.750000 Penalty: 3149.225098
	Iteration 83Q: 3 clusters Score -1849283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1849282.750000 Penalty: 3149.225098
	Iteration 84F: 3 clusters Score -1849283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -157325.750000 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -157325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155656.000000 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -155656 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155929.312500 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -155929.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155988.937500 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -155988.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156024.984375 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -156025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156058.421875 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -156058.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -156080.609375 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -156080.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -156098.734375 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -156098.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156111.015625 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -156111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -156116.890625 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -156116.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -156121.296875 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -156121.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -156124.500000 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -156124.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156128.531250 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -156128.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -156134.296875 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -156134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -156138.187500 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -156138.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156143.078125 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -156143.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -156144.906250 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -156144.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -156145.453125 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -156145.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156146.890625 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -156146.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -156146.890625 Penalty: 2351.576172
	Iteration 18F: 3 clusters Score -156146.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25414.201172 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -25414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -24603.195312 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -24603.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -24752.767578 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -24752.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -24798.751953 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -24798.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -24814.435547 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -24814.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -24823.802734 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -24823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24830.675781 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -24830.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -24833.234375 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -24833.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -24834.507812 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -24834.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24835.126953 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -24835.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -24835.126953 Penalty: 1937.326660
	Iteration 9F: 3 clusters Score -24835.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Entering Unmasked Estep 
Score: -159439.640625 Penalty: 1179.377441
	Iteration 0F: 2 clusters Score -159439.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -157667.890625 Penalty: 2358.754883
	Iteration 0F: 3 clusters Score -157667.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -158010.281250 Penalty: 2358.754883
	Iteration 1F: 3 clusters Score -158010.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -158102.671875 Penalty: 2358.754883
	Iteration 2F: 3 clusters Score -158102.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -158145.187500 Penalty: 2358.754883
	Iteration 3Q: 3 clusters Score -158145.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -158167.265625 Penalty: 2358.754883
	Iteration 4Q: 3 clusters Score -158167.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158185.296875 Penalty: 2358.754883
	Iteration 5Q: 3 clusters Score -158185.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158197.343750 Penalty: 2358.754883
	Iteration 6Q: 3 clusters Score -158197.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158211.234375 Penalty: 2358.754883
	Iteration 7Q: 3 clusters Score -158211.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -158219.921875 Penalty: 2358.754883
	Iteration 8Q: 3 clusters Score -158219.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158228.140625 Penalty: 2358.754883
	Iteration 9Q: 3 clusters Score -158228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -158232.312500 Penalty: 2358.754883
	Iteration 10Q: 3 clusters Score -158232.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -158234.609375 Penalty: 2358.754883
	Iteration 11Q: 3 clusters Score -158234.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -158237.515625 Penalty: 2358.754883
	Iteration 12Q: 3 clusters Score -158237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158238.812500 Penalty: 2358.754883
	Iteration 13Q: 3 clusters Score -158238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158239.968750 Penalty: 2358.754883
	Iteration 14Q: 3 clusters Score -158240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158241.703125 Penalty: 2358.754883
	Iteration 15Q: 3 clusters Score -158241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -158241.703125 Penalty: 2358.754883
	Iteration 16F: 3 clusters Score -158241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Entering Unmasked Estep 
Score: -1095590.000000 Penalty: 1490.941406
	Iteration 0F: 2 clusters Score -1095590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1088693.000000 Penalty: 2981.882812
	Iteration 0F: 3 clusters Score -1088693 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1090791.000000 Penalty: 2981.882812
	Iteration 1F: 3 clusters Score -1090791 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1090968.125000 Penalty: 2981.882812
	Iteration 2F: 3 clusters Score -1090968 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1091109.250000 Penalty: 2981.882812
	Iteration 3Q: 3 clusters Score -1091109 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1091205.750000 Penalty: 2981.882812
	Iteration 4Q: 3 clusters Score -1091206 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1091279.000000 Penalty: 2981.882812
	Iteration 5Q: 3 clusters Score -1091279 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1091334.125000 Penalty: 2981.882812
	Iteration 6Q: 3 clusters Score -1091334 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1091375.125000 Penalty: 2981.882812
	Iteration 7Q: 3 clusters Score -1091375 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1091408.375000 Penalty: 2981.882812
	Iteration 8Q: 3 clusters Score -1091408 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1091435.000000 Penalty: 2981.882812
	Iteration 9Q: 3 clusters Score -1091435 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1091464.250000 Penalty: 2981.882812
	Iteration 10Q: 3 clusters Score -1091464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1091488.000000 Penalty: 2981.882812
	Iteration 11Q: 3 clusters Score -1091488 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1091518.125000 Penalty: 2981.882812
	Iteration 12Q: 3 clusters Score -1091518 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1091550.500000 Penalty: 2981.882812
	Iteration 13Q: 3 clusters Score -1091550 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1091590.500000 Penalty: 2981.882812
	Iteration 14Q: 3 clusters Score -1091590 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1091640.500000 Penalty: 2981.882812
	Iteration 15Q: 3 clusters Score -1091640 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1091704.000000 Penalty: 2981.882812
	Iteration 16Q: 3 clusters Score -1091704 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1091791.250000 Penalty: 2981.882812
	Iteration 17Q: 3 clusters Score -1091791 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1091889.625000 Penalty: 2981.882812
	Iteration 18Q: 3 clusters Score -1091890 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1092025.500000 Penalty: 2981.882812
	Iteration 19Q: 3 clusters Score -1092026 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1092230.625000 Penalty: 2981.882812
	Iteration 20F: 3 clusters Score -1092231 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1092514.375000 Penalty: 2981.882812
	Iteration 21Q: 3 clusters Score -1092514 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1092913.750000 Penalty: 2981.882812
	Iteration 22F: 3 clusters Score -1092914 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1093309.750000 Penalty: 2981.882812
	Iteration 23F: 3 clusters Score -1093310 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1093700.500000 Penalty: 2981.882812
	Iteration 24Q: 3 clusters Score -1093700 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1094015.250000 Penalty: 2981.882812
	Iteration 25Q: 3 clusters Score -1094015 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1094223.375000 Penalty: 2981.882812
	Iteration 26Q: 3 clusters Score -1094223 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1094340.625000 Penalty: 2981.882812
	Iteration 27Q: 3 clusters Score -1094341 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1094408.250000 Penalty: 2981.882812
	Iteration 28Q: 3 clusters Score -1094408 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1094456.375000 Penalty: 2981.882812
	Iteration 29Q: 3 clusters Score -1094456 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1094497.500000 Penalty: 2981.882812
	Iteration 30Q: 3 clusters Score -1094498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1094517.625000 Penalty: 2981.882812
	Iteration 31Q: 3 clusters Score -1094518 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1094530.750000 Penalty: 2981.882812
	Iteration 32Q: 3 clusters Score -1094531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1094541.250000 Penalty: 2981.882812
	Iteration 33Q: 3 clusters Score -1094541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1094545.000000 Penalty: 2981.882812
	Iteration 34Q: 3 clusters Score -1094545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1094548.625000 Penalty: 2981.882812
	Iteration 35Q: 3 clusters Score -1094549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1094548.125000 Penalty: 2981.882812
	Iteration 36Q: 3 clusters Score -1094548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1094548.750000 Penalty: 2981.882812
	Iteration 37Q: 3 clusters Score -1094549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1094549.500000 Penalty: 2981.882812
	Iteration 38Q: 3 clusters Score -1094550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1094553.125000 Penalty: 2981.882812
	Iteration 39Q: 3 clusters Score -1094553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1094552.125000 Penalty: 2981.882812
	Iteration 40F: 3 clusters Score -1094552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1094555.000000 Penalty: 2981.882812
	Iteration 41Q: 3 clusters Score -1094555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1094555.000000 Penalty: 2981.882812
	Iteration 42F: 3 clusters Score -1094555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Entering Unmasked Estep 
Score: -1047430.687500 Penalty: 1480.333740
	Iteration 0F: 2 clusters Score -1047431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1040885.812500 Penalty: 2960.667480
	Iteration 0F: 3 clusters Score -1040886 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1042868.562500 Penalty: 2960.667480
	Iteration 1F: 3 clusters Score -1042869 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1043054.062500 Penalty: 2960.667480
	Iteration 2F: 3 clusters Score -1043054 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1043198.187500 Penalty: 2960.667480
	Iteration 3Q: 3 clusters Score -1043198 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1043310.375000 Penalty: 2960.667480
	Iteration 4Q: 3 clusters Score -1043310 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1043405.687500 Penalty: 2960.667480
	Iteration 5Q: 3 clusters Score -1043406 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1043490.500000 Penalty: 2960.667480
	Iteration 6Q: 3 clusters Score -1043490 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1043553.312500 Penalty: 2960.667480
	Iteration 7Q: 3 clusters Score -1043553 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1043604.187500 Penalty: 2960.667480
	Iteration 8Q: 3 clusters Score -1043604 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1043660.062500 Penalty: 2960.667480
	Iteration 9Q: 3 clusters Score -1043660 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1043712.875000 Penalty: 2960.667480
	Iteration 10Q: 3 clusters Score -1043713 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1043773.562500 Penalty: 2960.667480
	Iteration 11Q: 3 clusters Score -1043774 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1043835.812500 Penalty: 2960.667480
	Iteration 12Q: 3 clusters Score -1043836 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1043907.750000 Penalty: 2960.667480
	Iteration 13Q: 3 clusters Score -1043908 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1043996.937500 Penalty: 2960.667480
	Iteration 14Q: 3 clusters Score -1043997 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1044111.187500 Penalty: 2960.667480
	Iteration 15Q: 3 clusters Score -1044111 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1044223.812500 Penalty: 2960.667480
	Iteration 16Q: 3 clusters Score -1044224 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1044350.187500 Penalty: 2960.667480
	Iteration 17Q: 3 clusters Score -1044350 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1044503.750000 Penalty: 2960.667480
	Iteration 18Q: 3 clusters Score -1044504 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1044703.375000 Penalty: 2960.667480
	Iteration 19Q: 3 clusters Score -1044703 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1044911.312500 Penalty: 2960.667480
	Iteration 20F: 3 clusters Score -1044911 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1045121.750000 Penalty: 2960.667480
	Iteration 21Q: 3 clusters Score -1045122 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1045350.687500 Penalty: 2960.667480
	Iteration 22Q: 3 clusters Score -1045351 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1045601.500000 Penalty: 2960.667480
	Iteration 23Q: 3 clusters Score -1045602 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1045809.812500 Penalty: 2960.667480
	Iteration 24Q: 3 clusters Score -1045810 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1045921.812500 Penalty: 2960.667480
	Iteration 25Q: 3 clusters Score -1045922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1045996.750000 Penalty: 2960.667480
	Iteration 26Q: 3 clusters Score -1045997 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1046045.000000 Penalty: 2960.667480
	Iteration 27Q: 3 clusters Score -1046045 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1046088.875000 Penalty: 2960.667480
	Iteration 28Q: 3 clusters Score -1046089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1046109.312500 Penalty: 2960.667480
	Iteration 29Q: 3 clusters Score -1046109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1046135.562500 Penalty: 2960.667480
	Iteration 30Q: 3 clusters Score -1046136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1046152.875000 Penalty: 2960.667480
	Iteration 31Q: 3 clusters Score -1046153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1046157.500000 Penalty: 2960.667480
	Iteration 32Q: 3 clusters Score -1046158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1046166.500000 Penalty: 2960.667480
	Iteration 33Q: 3 clusters Score -1046166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1046168.875000 Penalty: 2960.667480
	Iteration 34Q: 3 clusters Score -1046169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1046170.750000 Penalty: 2960.667480
	Iteration 35Q: 3 clusters Score -1046171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1046178.250000 Penalty: 2960.667480
	Iteration 36Q: 3 clusters Score -1046178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1046180.062500 Penalty: 2960.667480
	Iteration 37Q: 3 clusters Score -1046180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1046185.125000 Penalty: 2960.667480
	Iteration 38Q: 3 clusters Score -1046185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1046189.062500 Penalty: 2960.667480
	Iteration 39Q: 3 clusters Score -1046189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1046193.125000 Penalty: 2960.667480
	Iteration 40F: 3 clusters Score -1046193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1046196.312500 Penalty: 2960.667480
	Iteration 41Q: 3 clusters Score -1046196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1046196.500000 Penalty: 2960.667480
	Iteration 42Q: 3 clusters Score -1046196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1046199.125000 Penalty: 2960.667480
	Iteration 43Q: 3 clusters Score -1046199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1046201.500000 Penalty: 2960.667480
	Iteration 44Q: 3 clusters Score -1046202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1046200.750000 Penalty: 2960.667480
	Iteration 45Q: 3 clusters Score -1046201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1046201.937500 Penalty: 2960.667480
	Iteration 46Q: 3 clusters Score -1046202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1046203.375000 Penalty: 2960.667480
	Iteration 47Q: 3 clusters Score -1046203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1046203.375000 Penalty: 2960.667480
	Iteration 48F: 3 clusters Score -1046203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Entering Unmasked Estep 
Score: -591987.062500 Penalty: 1388.784180
	Iteration 0F: 2 clusters Score -591987.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -587926.000000 Penalty: 2777.568359
	Iteration 0F: 3 clusters Score -587926 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -589028.687500 Penalty: 2777.568359
	Iteration 1F: 3 clusters Score -589028.7 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -589208.750000 Penalty: 2777.568359
	Iteration 2F: 3 clusters Score -589208.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -589329.437500 Penalty: 2777.568359
	Iteration 3F: 3 clusters Score -589329.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -589421.250000 Penalty: 2777.568359
	Iteration 4Q: 3 clusters Score -589421.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -589489.062500 Penalty: 2777.568359
	Iteration 5Q: 3 clusters Score -589489.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -589549.062500 Penalty: 2777.568359
	Iteration 6Q: 3 clusters Score -589549.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -589590.000000 Penalty: 2777.568359
	Iteration 7Q: 3 clusters Score -589590 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -589624.250000 Penalty: 2777.568359
	Iteration 8Q: 3 clusters Score -589624.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -589660.687500 Penalty: 2777.568359
	Iteration 9Q: 3 clusters Score -589660.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -589695.187500 Penalty: 2777.568359
	Iteration 10Q: 3 clusters Score -589695.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -589719.062500 Penalty: 2777.568359
	Iteration 11Q: 3 clusters Score -589719.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -589740.562500 Penalty: 2777.568359
	Iteration 12Q: 3 clusters Score -589740.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -589757.312500 Penalty: 2777.568359
	Iteration 13Q: 3 clusters Score -589757.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -589773.750000 Penalty: 2777.568359
	Iteration 14Q: 3 clusters Score -589773.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -589794.875000 Penalty: 2777.568359
	Iteration 15Q: 3 clusters Score -589794.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -589816.125000 Penalty: 2777.568359
	Iteration 16Q: 3 clusters Score -589816.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -589838.937500 Penalty: 2777.568359
	Iteration 17Q: 3 clusters Score -589838.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -589865.250000 Penalty: 2777.568359
	Iteration 18Q: 3 clusters Score -589865.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -589892.000000 Penalty: 2777.568359
	Iteration 19Q: 3 clusters Score -589892 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -589921.250000 Penalty: 2777.568359
	Iteration 20F: 3 clusters Score -589921.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -589952.062500 Penalty: 2777.568359
	Iteration 21Q: 3 clusters Score -589952.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -589995.187500 Penalty: 2777.568359
	Iteration 22Q: 3 clusters Score -589995.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -590036.187500 Penalty: 2777.568359
	Iteration 23Q: 3 clusters Score -590036.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -590092.250000 Penalty: 2777.568359
	Iteration 24Q: 3 clusters Score -590092.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -590161.937500 Penalty: 2777.568359
	Iteration 25Q: 3 clusters Score -590161.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -590217.625000 Penalty: 2777.568359
	Iteration 26Q: 3 clusters Score -590217.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -590277.375000 Penalty: 2777.568359
	Iteration 27Q: 3 clusters Score -590277.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -590332.687500 Penalty: 2777.568359
	Iteration 28Q: 3 clusters Score -590332.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -590378.937500 Penalty: 2777.568359
	Iteration 29Q: 3 clusters Score -590378.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -590419.500000 Penalty: 2777.568359
	Iteration 30Q: 3 clusters Score -590419.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -590455.062500 Penalty: 2777.568359
	Iteration 31Q: 3 clusters Score -590455.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -590477.625000 Penalty: 2777.568359
	Iteration 32Q: 3 clusters Score -590477.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -590499.375000 Penalty: 2777.568359
	Iteration 33Q: 3 clusters Score -590499.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -590521.937500 Penalty: 2777.568359
	Iteration 34Q: 3 clusters Score -590521.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -590537.687500 Penalty: 2777.568359
	Iteration 35Q: 3 clusters Score -590537.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -590557.125000 Penalty: 2777.568359
	Iteration 36Q: 3 clusters Score -590557.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -590570.625000 Penalty: 2777.568359
	Iteration 37Q: 3 clusters Score -590570.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -590593.250000 Penalty: 2777.568359
	Iteration 38Q: 3 clusters Score -590593.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -590604.437500 Penalty: 2777.568359
	Iteration 39Q: 3 clusters Score -590604.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -590612.875000 Penalty: 2777.568359
	Iteration 40F: 3 clusters Score -590612.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -590620.812500 Penalty: 2777.568359
	Iteration 41Q: 3 clusters Score -590620.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -590630.187500 Penalty: 2777.568359
	Iteration 42Q: 3 clusters Score -590630.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -590637.312500 Penalty: 2777.568359
	Iteration 43Q: 3 clusters Score -590637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -590643.875000 Penalty: 2777.568359
	Iteration 44Q: 3 clusters Score -590643.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -590651.062500 Penalty: 2777.568359
	Iteration 45Q: 3 clusters Score -590651.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -590662.375000 Penalty: 2777.568359
	Iteration 46Q: 3 clusters Score -590662.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -590668.687500 Penalty: 2777.568359
	Iteration 47Q: 3 clusters Score -590668.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -590672.812500 Penalty: 2777.568359
	Iteration 48Q: 3 clusters Score -590672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -590677.000000 Penalty: 2777.568359
	Iteration 49Q: 3 clusters Score -590677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -590680.062500 Penalty: 2777.568359
	Iteration 50Q: 3 clusters Score -590680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -590682.250000 Penalty: 2777.568359
	Iteration 51Q: 3 clusters Score -590682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -590685.750000 Penalty: 2777.568359
	Iteration 52Q: 3 clusters Score -590685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -590688.000000 Penalty: 2777.568359
	Iteration 53Q: 3 clusters Score -590688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -590689.125000 Penalty: 2777.568359
	Iteration 54Q: 3 clusters Score -590689.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -590691.250000 Penalty: 2777.568359
	Iteration 55Q: 3 clusters Score -590691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -590692.125000 Penalty: 2777.568359
	Iteration 56Q: 3 clusters Score -590692.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -590694.687500 Penalty: 2777.568359
	Iteration 57Q: 3 clusters Score -590694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -590697.437500 Penalty: 2777.568359
	Iteration 58Q: 3 clusters Score -590697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -590702.312500 Penalty: 2777.568359
	Iteration 59Q: 3 clusters Score -590702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -590705.000000 Penalty: 2777.568359
	Iteration 60F: 3 clusters Score -590705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -590706.812500 Penalty: 2777.568359
	Iteration 61Q: 3 clusters Score -590706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -590710.875000 Penalty: 2777.568359
	Iteration 62Q: 3 clusters Score -590710.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -590712.312500 Penalty: 2777.568359
	Iteration 63Q: 3 clusters Score -590712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -590713.375000 Penalty: 2777.568359
	Iteration 64Q: 3 clusters Score -590713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -590714.625000 Penalty: 2777.568359
	Iteration 65Q: 3 clusters Score -590714.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -590718.562500 Penalty: 2777.568359
	Iteration 66Q: 3 clusters Score -590718.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -590720.812500 Penalty: 2777.568359
	Iteration 67Q: 3 clusters Score -590720.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -590725.000000 Penalty: 2777.568359
	Iteration 68Q: 3 clusters Score -590725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -590725.875000 Penalty: 2777.568359
	Iteration 69Q: 3 clusters Score -590725.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -590728.875000 Penalty: 2777.568359
	Iteration 70Q: 3 clusters Score -590728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -590736.187500 Penalty: 2777.568359
	Iteration 71Q: 3 clusters Score -590736.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -590739.437500 Penalty: 2777.568359
	Iteration 72Q: 3 clusters Score -590739.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -590744.812500 Penalty: 2777.568359
	Iteration 73Q: 3 clusters Score -590744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -590750.187500 Penalty: 2777.568359
	Iteration 74Q: 3 clusters Score -590750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -590751.500000 Penalty: 2777.568359
	Iteration 75Q: 3 clusters Score -590751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -590752.812500 Penalty: 2777.568359
	Iteration 76Q: 3 clusters Score -590752.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -590753.250000 Penalty: 2777.568359
	Iteration 77Q: 3 clusters Score -590753.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -590754.187500 Penalty: 2777.568359
	Iteration 78Q: 3 clusters Score -590754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -590754.187500 Penalty: 2777.568359
	Iteration 79F: 3 clusters Score -590754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -291247.218750 Penalty: 1276.651855
	Iteration 0F: 2 clusters Score -291247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -288789.437500 Penalty: 2553.303711
	Iteration 0F: 3 clusters Score -288789.4 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -289433.250000 Penalty: 2553.303711
	Iteration 1F: 3 clusters Score -289433.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289589.218750 Penalty: 2553.303711
	Iteration 2F: 3 clusters Score -289589.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -289736.843750 Penalty: 2553.303711
	Iteration 3F: 3 clusters Score -289736.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -289872.593750 Penalty: 2553.303711
	Iteration 4F: 3 clusters Score -289872.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -289999.187500 Penalty: 2553.303711
	Iteration 5Q: 3 clusters Score -289999.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -290100.250000 Penalty: 2553.303711
	Iteration 6Q: 3 clusters Score -290100.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -290176.156250 Penalty: 2553.303711
	Iteration 7Q: 3 clusters Score -290176.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -290241.531250 Penalty: 2553.303711
	Iteration 8Q: 3 clusters Score -290241.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -290307.125000 Penalty: 2553.303711
	Iteration 9Q: 3 clusters Score -290307.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -290370.031250 Penalty: 2553.303711
	Iteration 10Q: 3 clusters Score -290370 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -290436.406250 Penalty: 2553.303711
	Iteration 11Q: 3 clusters Score -290436.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -290480.781250 Penalty: 2553.303711
	Iteration 12Q: 3 clusters Score -290480.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -290514.625000 Penalty: 2553.303711
	Iteration 13Q: 3 clusters Score -290514.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -290538.562500 Penalty: 2553.303711
	Iteration 14Q: 3 clusters Score -290538.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -290557.906250 Penalty: 2553.303711
	Iteration 15Q: 3 clusters Score -290557.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -290573.031250 Penalty: 2553.303711
	Iteration 16Q: 3 clusters Score -290573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -290576.093750 Penalty: 2553.303711
	Iteration 17Q: 3 clusters Score -290576.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290581.281250 Penalty: 2553.303711
	Iteration 18Q: 3 clusters Score -290581.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -290587.031250 Penalty: 2553.303711
	Iteration 19Q: 3 clusters Score -290587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -290591.843750 Penalty: 2553.303711
	Iteration 20F: 3 clusters Score -290591.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -290600.218750 Penalty: 2553.303711
	Iteration 21Q: 3 clusters Score -290600.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -290604.531250 Penalty: 2553.303711
	Iteration 22Q: 3 clusters Score -290604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -290606.218750 Penalty: 2553.303711
	Iteration 23Q: 3 clusters Score -290606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -290607.218750 Penalty: 2553.303711
	Iteration 24Q: 3 clusters Score -290607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -290607.218750 Penalty: 2553.303711
	Iteration 25F: 3 clusters Score -290607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Entering Unmasked Estep 
Score: -161170.203125 Penalty: 1183.001343
	Iteration 0F: 2 clusters Score -161170.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -159426.703125 Penalty: 2366.002686
	Iteration 0F: 3 clusters Score -159426.7 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159767.671875 Penalty: 2366.002686
	Iteration 1F: 3 clusters Score -159767.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -159851.109375 Penalty: 2366.002686
	Iteration 2F: 3 clusters Score -159851.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -159881.765625 Penalty: 2366.002686
	Iteration 3Q: 3 clusters Score -159881.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -159900.578125 Penalty: 2366.002686
	Iteration 4Q: 3 clusters Score -159900.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -159915.593750 Penalty: 2366.002686
	Iteration 5Q: 3 clusters Score -159915.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -159930.296875 Penalty: 2366.002686
	Iteration 6Q: 3 clusters Score -159930.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -159942.171875 Penalty: 2366.002686
	Iteration 7Q: 3 clusters Score -159942.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -159949.187500 Penalty: 2366.002686
	Iteration 8Q: 3 clusters Score -159949.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -159952.937500 Penalty: 2366.002686
	Iteration 9Q: 3 clusters Score -159952.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -159960.343750 Penalty: 2366.002686
	Iteration 10Q: 3 clusters Score -159960.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -159967.421875 Penalty: 2366.002686
	Iteration 11Q: 3 clusters Score -159967.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -159975.656250 Penalty: 2366.002686
	Iteration 12Q: 3 clusters Score -159975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -159982.250000 Penalty: 2366.002686
	Iteration 13Q: 3 clusters Score -159982.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -159988.265625 Penalty: 2366.002686
	Iteration 14Q: 3 clusters Score -159988.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -159991.421875 Penalty: 2366.002686
	Iteration 15Q: 3 clusters Score -159991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -159996.281250 Penalty: 2366.002686
	Iteration 16Q: 3 clusters Score -159996.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -159999.625000 Penalty: 2366.002686
	Iteration 17Q: 3 clusters Score -159999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -160001.265625 Penalty: 2366.002686
	Iteration 18Q: 3 clusters Score -160001.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -160002.796875 Penalty: 2366.002686
	Iteration 19Q: 3 clusters Score -160002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -160005.296875 Penalty: 2366.002686
	Iteration 20F: 3 clusters Score -160005.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -160008.203125 Penalty: 2366.002686
	Iteration 21Q: 3 clusters Score -160008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -160013.171875 Penalty: 2366.002686
	Iteration 22Q: 3 clusters Score -160013.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -160022.109375 Penalty: 2366.002686
	Iteration 23Q: 3 clusters Score -160022.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -160032.000000 Penalty: 2366.002686
	Iteration 24Q: 3 clusters Score -160032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160037.906250 Penalty: 2366.002686
	Iteration 25Q: 3 clusters Score -160037.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160041.312500 Penalty: 2366.002686
	Iteration 26Q: 3 clusters Score -160041.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -160045.500000 Penalty: 2366.002686
	Iteration 27Q: 3 clusters Score -160045.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -160049.484375 Penalty: 2366.002686
	Iteration 28Q: 3 clusters Score -160049.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -160052.703125 Penalty: 2366.002686
	Iteration 29Q: 3 clusters Score -160052.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -160056.531250 Penalty: 2366.002686
	Iteration 30Q: 3 clusters Score -160056.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -160061.078125 Penalty: 2366.002686
	Iteration 31Q: 3 clusters Score -160061.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -160063.875000 Penalty: 2366.002686
	Iteration 32Q: 3 clusters Score -160063.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160063.875000 Penalty: 2366.002686
	Iteration 33Q: 3 clusters Score -160063.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -160063.875000 Penalty: 2366.002686
	Iteration 34F: 3 clusters Score -160063.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Entering Unmasked Estep 
Score: -911221.750000 Penalty: 1462.858887
	Iteration 0F: 2 clusters Score -911221.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -905261.250000 Penalty: 2925.717773
	Iteration 0F: 3 clusters Score -905261.2 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -907274.625000 Penalty: 2925.717773
	Iteration 1F: 3 clusters Score -907274.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -907615.562500 Penalty: 2925.717773
	Iteration 2F: 3 clusters Score -907615.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -908001.187500 Penalty: 2925.717773
	Iteration 3F: 3 clusters Score -908001.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -908416.000000 Penalty: 2925.717773
	Iteration 4F: 3 clusters Score -908416 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -908785.375000 Penalty: 2925.717773
	Iteration 5F: 3 clusters Score -908785.4 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -909096.562500 Penalty: 2925.717773
	Iteration 6F: 3 clusters Score -909096.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -909324.625000 Penalty: 2925.717773
	Iteration 7Q: 3 clusters Score -909324.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -909489.750000 Penalty: 2925.717773
	Iteration 8Q: 3 clusters Score -909489.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -909622.437500 Penalty: 2925.717773
	Iteration 9Q: 3 clusters Score -909622.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -909740.875000 Penalty: 2925.717773
	Iteration 10Q: 3 clusters Score -909740.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -909905.250000 Penalty: 2925.717773
	Iteration 11Q: 3 clusters Score -909905.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -910030.500000 Penalty: 2925.717773
	Iteration 12Q: 3 clusters Score -910030.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -910110.875000 Penalty: 2925.717773
	Iteration 13Q: 3 clusters Score -910110.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -910162.625000 Penalty: 2925.717773
	Iteration 14Q: 3 clusters Score -910162.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -910191.375000 Penalty: 2925.717773
	Iteration 15Q: 3 clusters Score -910191.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -910213.125000 Penalty: 2925.717773
	Iteration 16Q: 3 clusters Score -910213.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -910228.000000 Penalty: 2925.717773
	Iteration 17Q: 3 clusters Score -910228 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -910247.625000 Penalty: 2925.717773
	Iteration 18Q: 3 clusters Score -910247.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -910264.812500 Penalty: 2925.717773
	Iteration 19Q: 3 clusters Score -910264.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -910283.625000 Penalty: 2925.717773
	Iteration 20F: 3 clusters Score -910283.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -910300.562500 Penalty: 2925.717773
	Iteration 21Q: 3 clusters Score -910300.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -910318.937500 Penalty: 2925.717773
	Iteration 22Q: 3 clusters Score -910318.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -910337.062500 Penalty: 2925.717773
	Iteration 23Q: 3 clusters Score -910337.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -910352.250000 Penalty: 2925.717773
	Iteration 24Q: 3 clusters Score -910352.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -910364.500000 Penalty: 2925.717773
	Iteration 25Q: 3 clusters Score -910364.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -910374.625000 Penalty: 2925.717773
	Iteration 26Q: 3 clusters Score -910374.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -910382.937500 Penalty: 2925.717773
	Iteration 27Q: 3 clusters Score -910382.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -910391.250000 Penalty: 2925.717773
	Iteration 28Q: 3 clusters Score -910391.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -910400.062500 Penalty: 2925.717773
	Iteration 29Q: 3 clusters Score -910400.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -910407.312500 Penalty: 2925.717773
	Iteration 30Q: 3 clusters Score -910407.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -910413.750000 Penalty: 2925.717773
	Iteration 31Q: 3 clusters Score -910413.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -910422.937500 Penalty: 2925.717773
	Iteration 32Q: 3 clusters Score -910422.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -910432.687500 Penalty: 2925.717773
	Iteration 33Q: 3 clusters Score -910432.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -910444.687500 Penalty: 2925.717773
	Iteration 34Q: 3 clusters Score -910444.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -910461.500000 Penalty: 2925.717773
	Iteration 35Q: 3 clusters Score -910461.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -910485.062500 Penalty: 2925.717773
	Iteration 36Q: 3 clusters Score -910485.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -910508.875000 Penalty: 2925.717773
	Iteration 37Q: 3 clusters Score -910508.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -910543.875000 Penalty: 2925.717773
	Iteration 38Q: 3 clusters Score -910543.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -910575.812500 Penalty: 2925.717773
	Iteration 39Q: 3 clusters Score -910575.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -910616.312500 Penalty: 2925.717773
	Iteration 40F: 3 clusters Score -910616.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -910644.687500 Penalty: 2925.717773
	Iteration 41Q: 3 clusters Score -910644.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -910661.125000 Penalty: 2925.717773
	Iteration 42Q: 3 clusters Score -910661.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -910672.875000 Penalty: 2925.717773
	Iteration 43Q: 3 clusters Score -910672.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -910678.875000 Penalty: 2925.717773
	Iteration 44Q: 3 clusters Score -910678.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -910683.437500 Penalty: 2925.717773
	Iteration 45Q: 3 clusters Score -910683.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -910687.062500 Penalty: 2925.717773
	Iteration 46Q: 3 clusters Score -910687.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -910689.125000 Penalty: 2925.717773
	Iteration 47Q: 3 clusters Score -910689.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -910693.000000 Penalty: 2925.717773
	Iteration 48Q: 3 clusters Score -910693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -910693.875000 Penalty: 2925.717773
	Iteration 49Q: 3 clusters Score -910693.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -910697.500000 Penalty: 2925.717773
	Iteration 50Q: 3 clusters Score -910697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -910699.375000 Penalty: 2925.717773
	Iteration 51Q: 3 clusters Score -910699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -910698.687500 Penalty: 2925.717773
	Iteration 52Q: 3 clusters Score -910698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -910699.250000 Penalty: 2925.717773
	Iteration 53Q: 3 clusters Score -910699.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -910699.500000 Penalty: 2925.717773
	Iteration 54Q: 3 clusters Score -910699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -910698.937500 Penalty: 2925.717773
	Iteration 55Q: 3 clusters Score -910698.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -910701.312500 Penalty: 2925.717773
	Iteration 56Q: 3 clusters Score -910701.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -910702.125000 Penalty: 2925.717773
	Iteration 57Q: 3 clusters Score -910702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -910704.187500 Penalty: 2925.717773
	Iteration 58Q: 3 clusters Score -910704.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -910704.125000 Penalty: 2925.717773
	Iteration 59Q: 3 clusters Score -910704.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -910705.937500 Penalty: 2925.717773
	Iteration 60F: 3 clusters Score -910705.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -910706.062500 Penalty: 2925.717773
	Iteration 61Q: 3 clusters Score -910706.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -910704.437500 Penalty: 2925.717773
	Iteration 62Q: 3 clusters Score -910704.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -910708.687500 Penalty: 2925.717773
	Iteration 63Q: 3 clusters Score -910708.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -910711.062500 Penalty: 2925.717773
	Iteration 64Q: 3 clusters Score -910711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -910710.687500 Penalty: 2925.717773
	Iteration 65Q: 3 clusters Score -910710.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -910712.062500 Penalty: 2925.717773
	Iteration 66Q: 3 clusters Score -910712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -910713.000000 Penalty: 2925.717773
	Iteration 67Q: 3 clusters Score -910713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -910712.000000 Penalty: 2925.717773
	Iteration 68Q: 3 clusters Score -910712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -910712.000000 Penalty: 2925.717773
	Iteration 69F: 3 clusters Score -910712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -1097197.625000 Penalty: 1489.521118
	Iteration 0F: 2 clusters Score -1097198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1090357.875000 Penalty: 2979.042236
	Iteration 0F: 3 clusters Score -1090358 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1092638.375000 Penalty: 2979.042236
	Iteration 1F: 3 clusters Score -1092638 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1092901.625000 Penalty: 2979.042236
	Iteration 2F: 3 clusters Score -1092902 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1093114.375000 Penalty: 2979.042236
	Iteration 3F: 3 clusters Score -1093114 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1093322.875000 Penalty: 2979.042236
	Iteration 4Q: 3 clusters Score -1093323 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1093553.750000 Penalty: 2979.042236
	Iteration 5Q: 3 clusters Score -1093554 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1093821.875000 Penalty: 2979.042236
	Iteration 6Q: 3 clusters Score -1093822 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1094093.875000 Penalty: 2979.042236
	Iteration 7Q: 3 clusters Score -1094094 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1094349.125000 Penalty: 2979.042236
	Iteration 8Q: 3 clusters Score -1094349 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1094600.875000 Penalty: 2979.042236
	Iteration 9Q: 3 clusters Score -1094601 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1094831.625000 Penalty: 2979.042236
	Iteration 10Q: 3 clusters Score -1094832 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1095024.125000 Penalty: 2979.042236
	Iteration 11Q: 3 clusters Score -1095024 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1095189.125000 Penalty: 2979.042236
	Iteration 12Q: 3 clusters Score -1095189 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1095341.250000 Penalty: 2979.042236
	Iteration 13Q: 3 clusters Score -1095341 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1095468.000000 Penalty: 2979.042236
	Iteration 14Q: 3 clusters Score -1095468 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1095573.625000 Penalty: 2979.042236
	Iteration 15Q: 3 clusters Score -1095574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1095663.250000 Penalty: 2979.042236
	Iteration 16Q: 3 clusters Score -1095663 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1095732.750000 Penalty: 2979.042236
	Iteration 17Q: 3 clusters Score -1095733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1095786.625000 Penalty: 2979.042236
	Iteration 18Q: 3 clusters Score -1095787 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1095833.875000 Penalty: 2979.042236
	Iteration 19Q: 3 clusters Score -1095834 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1095867.375000 Penalty: 2979.042236
	Iteration 20F: 3 clusters Score -1095867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1095890.750000 Penalty: 2979.042236
	Iteration 21Q: 3 clusters Score -1095891 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1095902.000000 Penalty: 2979.042236
	Iteration 22Q: 3 clusters Score -1095902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1095915.625000 Penalty: 2979.042236
	Iteration 23Q: 3 clusters Score -1095916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1095925.125000 Penalty: 2979.042236
	Iteration 24Q: 3 clusters Score -1095925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1095929.375000 Penalty: 2979.042236
	Iteration 25Q: 3 clusters Score -1095929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1095933.750000 Penalty: 2979.042236
	Iteration 26Q: 3 clusters Score -1095934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1095940.500000 Penalty: 2979.042236
	Iteration 27Q: 3 clusters Score -1095940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1095948.125000 Penalty: 2979.042236
	Iteration 28Q: 3 clusters Score -1095948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1095951.625000 Penalty: 2979.042236
	Iteration 29Q: 3 clusters Score -1095952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1095956.500000 Penalty: 2979.042236
	Iteration 30Q: 3 clusters Score -1095956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1095958.000000 Penalty: 2979.042236
	Iteration 31Q: 3 clusters Score -1095958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1095959.375000 Penalty: 2979.042236
	Iteration 32Q: 3 clusters Score -1095959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1095963.000000 Penalty: 2979.042236
	Iteration 33Q: 3 clusters Score -1095963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1095966.000000 Penalty: 2979.042236
	Iteration 34Q: 3 clusters Score -1095966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1095967.875000 Penalty: 2979.042236
	Iteration 35Q: 3 clusters Score -1095968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1095970.250000 Penalty: 2979.042236
	Iteration 36Q: 3 clusters Score -1095970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1095970.625000 Penalty: 2979.042236
	Iteration 37Q: 3 clusters Score -1095971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1095971.375000 Penalty: 2979.042236
	Iteration 38Q: 3 clusters Score -1095971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1095973.125000 Penalty: 2979.042236
	Iteration 39Q: 3 clusters Score -1095973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1095973.125000 Penalty: 2979.042236
	Iteration 40F: 3 clusters Score -1095973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -611945.437500 Penalty: 1414.265869
	Iteration 0F: 2 clusters Score -611945.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -607265.250000 Penalty: 2828.531738
	Iteration 0F: 3 clusters Score -607265.2 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -608786.750000 Penalty: 2828.531738
	Iteration 1F: 3 clusters Score -608786.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -609166.250000 Penalty: 2828.531738
	Iteration 2F: 3 clusters Score -609166.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -609507.562500 Penalty: 2828.531738
	Iteration 3F: 3 clusters Score -609507.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -609878.000000 Penalty: 2828.531738
	Iteration 4F: 3 clusters Score -609878 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -610168.812500 Penalty: 2828.531738
	Iteration 5F: 3 clusters Score -610168.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -610352.312500 Penalty: 2828.531738
	Iteration 6Q: 3 clusters Score -610352.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -610493.687500 Penalty: 2828.531738
	Iteration 7Q: 3 clusters Score -610493.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -610598.625000 Penalty: 2828.531738
	Iteration 8Q: 3 clusters Score -610598.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -610686.000000 Penalty: 2828.531738
	Iteration 9Q: 3 clusters Score -610686 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -610760.375000 Penalty: 2828.531738
	Iteration 10Q: 3 clusters Score -610760.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -610817.937500 Penalty: 2828.531738
	Iteration 11Q: 3 clusters Score -610817.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -610868.375000 Penalty: 2828.531738
	Iteration 12Q: 3 clusters Score -610868.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -610913.187500 Penalty: 2828.531738
	Iteration 13Q: 3 clusters Score -610913.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -610963.812500 Penalty: 2828.531738
	Iteration 14Q: 3 clusters Score -610963.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -611021.375000 Penalty: 2828.531738
	Iteration 15Q: 3 clusters Score -611021.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -611085.187500 Penalty: 2828.531738
	Iteration 16Q: 3 clusters Score -611085.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -611147.375000 Penalty: 2828.531738
	Iteration 17Q: 3 clusters Score -611147.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -611206.875000 Penalty: 2828.531738
	Iteration 18Q: 3 clusters Score -611206.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -611269.500000 Penalty: 2828.531738
	Iteration 19Q: 3 clusters Score -611269.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -611322.812500 Penalty: 2828.531738
	Iteration 20F: 3 clusters Score -611322.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -611360.937500 Penalty: 2828.531738
	Iteration 21Q: 3 clusters Score -611360.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -611387.625000 Penalty: 2828.531738
	Iteration 22Q: 3 clusters Score -611387.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -611406.187500 Penalty: 2828.531738
	Iteration 23Q: 3 clusters Score -611406.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -611418.625000 Penalty: 2828.531738
	Iteration 24Q: 3 clusters Score -611418.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -611432.250000 Penalty: 2828.531738
	Iteration 25Q: 3 clusters Score -611432.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -611437.312500 Penalty: 2828.531738
	Iteration 26Q: 3 clusters Score -611437.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -611444.812500 Penalty: 2828.531738
	Iteration 27Q: 3 clusters Score -611444.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -611447.687500 Penalty: 2828.531738
	Iteration 28Q: 3 clusters Score -611447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -611454.937500 Penalty: 2828.531738
	Iteration 29Q: 3 clusters Score -611454.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -611455.000000 Penalty: 2828.531738
	Iteration 30Q: 3 clusters Score -611455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -611457.125000 Penalty: 2828.531738
	Iteration 31Q: 3 clusters Score -611457.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -611459.812500 Penalty: 2828.531738
	Iteration 32Q: 3 clusters Score -611459.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -611463.062500 Penalty: 2828.531738
	Iteration 33Q: 3 clusters Score -611463.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -611466.812500 Penalty: 2828.531738
	Iteration 34Q: 3 clusters Score -611466.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -611472.187500 Penalty: 2828.531738
	Iteration 35Q: 3 clusters Score -611472.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -611473.562500 Penalty: 2828.531738
	Iteration 36Q: 3 clusters Score -611473.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -611474.562500 Penalty: 2828.531738
	Iteration 37Q: 3 clusters Score -611474.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -611474.562500 Penalty: 2828.531738
	Iteration 38Q: 3 clusters Score -611474.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -611475.062500 Penalty: 2828.531738
	Iteration 39Q: 3 clusters Score -611475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -611475.500000 Penalty: 2828.531738
	Iteration 40F: 3 clusters Score -611475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -127190.539062 Penalty: 1100.625610
	Iteration 0F: 2 clusters Score -127190.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -125888.992188 Penalty: 2201.251221
	Iteration 0F: 3 clusters Score -125889 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -126251.867188 Penalty: 2201.251221
	Iteration 1F: 3 clusters Score -126251.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -126603.976562 Penalty: 2201.251221
	Iteration 2F: 3 clusters Score -126604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -127615.859375 Penalty: 2201.251221
	Iteration 3F: 3 clusters Score -127615.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -129220.320312 Penalty: 2201.251221
	Iteration 4F: 3 clusters Score -129220.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129983.804688 Penalty: 2201.251221
	Iteration 5F: 3 clusters Score -129983.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -130173.632812 Penalty: 2201.251221
	Iteration 6F: 3 clusters Score -130173.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -130221.460938 Penalty: 2201.251221
	Iteration 7Q: 3 clusters Score -130221.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -130248.164062 Penalty: 2201.251221
	Iteration 8Q: 3 clusters Score -130248.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -130270.898438 Penalty: 2201.251221
	Iteration 9Q: 3 clusters Score -130270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -130276.476562 Penalty: 2201.251221
	Iteration 10Q: 3 clusters Score -130276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -130278.664062 Penalty: 2201.251221
	Iteration 11Q: 3 clusters Score -130278.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130280.398438 Penalty: 2201.251221
	Iteration 12Q: 3 clusters Score -130280.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130282.523438 Penalty: 2201.251221
	Iteration 13F: 3 clusters Score -130282.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -130286.960938 Penalty: 2201.251221
	Iteration 14Q: 3 clusters Score -130287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -130290.046875 Penalty: 2201.251221
	Iteration 15Q: 3 clusters Score -130290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130292.476562 Penalty: 2201.251221
	Iteration 16Q: 3 clusters Score -130292.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -130295.484375 Penalty: 2201.251221
	Iteration 17Q: 3 clusters Score -130295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -130302.093750 Penalty: 2201.251221
	Iteration 18Q: 3 clusters Score -130302.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130311.203125 Penalty: 2201.251221
	Iteration 19Q: 3 clusters Score -130311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130311.203125 Penalty: 2201.251221
	Iteration 20F: 3 clusters Score -130311.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 3480 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 730 members 
Entering Unmasked Estep 
Score: -40138032.000000 Penalty: 93588.375000
Splitting cluster 37 changes total score from -40135888.000000 to -40138032.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 38 (3480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Entering Unmasked Estep 
Score: -386377.562500 Penalty: 1325.153076
	Iteration 0F: 2 clusters Score -386377.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -383339.656250 Penalty: 2650.306152
	Iteration 0F: 3 clusters Score -383339.7 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -384070.187500 Penalty: 2650.306152
	Iteration 1F: 3 clusters Score -384070.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -384238.750000 Penalty: 2650.306152
	Iteration 2F: 3 clusters Score -384238.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -384395.187500 Penalty: 2650.306152
	Iteration 3F: 3 clusters Score -384395.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -384543.937500 Penalty: 2650.306152
	Iteration 4F: 3 clusters Score -384543.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -384674.437500 Penalty: 2650.306152
	Iteration 5F: 3 clusters Score -384674.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -384796.875000 Penalty: 2650.306152
	Iteration 6Q: 3 clusters Score -384796.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -384925.437500 Penalty: 2650.306152
	Iteration 7Q: 3 clusters Score -384925.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -385047.250000 Penalty: 2650.306152
	Iteration 8Q: 3 clusters Score -385047.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -385135.375000 Penalty: 2650.306152
	Iteration 9Q: 3 clusters Score -385135.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -385188.625000 Penalty: 2650.306152
	Iteration 10Q: 3 clusters Score -385188.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -385227.218750 Penalty: 2650.306152
	Iteration 11Q: 3 clusters Score -385227.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -385255.687500 Penalty: 2650.306152
	Iteration 12Q: 3 clusters Score -385255.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -385277.312500 Penalty: 2650.306152
	Iteration 13Q: 3 clusters Score -385277.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -385296.218750 Penalty: 2650.306152
	Iteration 14Q: 3 clusters Score -385296.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -385316.343750 Penalty: 2650.306152
	Iteration 15Q: 3 clusters Score -385316.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -385333.625000 Penalty: 2650.306152
	Iteration 16Q: 3 clusters Score -385333.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -385345.156250 Penalty: 2650.306152
	Iteration 17Q: 3 clusters Score -385345.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -385354.031250 Penalty: 2650.306152
	Iteration 18Q: 3 clusters Score -385354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -385362.375000 Penalty: 2650.306152
	Iteration 19Q: 3 clusters Score -385362.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -385369.375000 Penalty: 2650.306152
	Iteration 20F: 3 clusters Score -385369.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -385380.625000 Penalty: 2650.306152
	Iteration 21Q: 3 clusters Score -385380.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -385399.406250 Penalty: 2650.306152
	Iteration 22Q: 3 clusters Score -385399.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -385420.656250 Penalty: 2650.306152
	Iteration 23Q: 3 clusters Score -385420.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -385454.125000 Penalty: 2650.306152
	Iteration 24Q: 3 clusters Score -385454.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -385522.125000 Penalty: 2650.306152
	Iteration 25Q: 3 clusters Score -385522.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -385598.156250 Penalty: 2650.306152
	Iteration 26Q: 3 clusters Score -385598.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -385752.406250 Penalty: 2650.306152
	Iteration 27Q: 3 clusters Score -385752.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -385997.656250 Penalty: 2650.306152
	Iteration 28Q: 3 clusters Score -385997.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -386238.937500 Penalty: 2650.306152
	Iteration 29Q: 3 clusters Score -386238.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -386457.687500 Penalty: 2650.306152
	Iteration 30Q: 3 clusters Score -386457.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -386592.562500 Penalty: 2650.306152
	Iteration 31Q: 3 clusters Score -386592.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -386656.000000 Penalty: 2650.306152
	Iteration 32Q: 3 clusters Score -386656 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -386694.187500 Penalty: 2650.306152
	Iteration 33Q: 3 clusters Score -386694.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -386704.968750 Penalty: 2650.306152
	Iteration 34Q: 3 clusters Score -386705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -386713.218750 Penalty: 2650.306152
	Iteration 35Q: 3 clusters Score -386713.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -386717.312500 Penalty: 2650.306152
	Iteration 36Q: 3 clusters Score -386717.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -386717.968750 Penalty: 2650.306152
	Iteration 37Q: 3 clusters Score -386718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -386719.250000 Penalty: 2650.306152
	Iteration 38Q: 3 clusters Score -386719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -386720.031250 Penalty: 2650.306152
	Iteration 39Q: 3 clusters Score -386720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -386719.656250 Penalty: 2650.306152
	Iteration 40F: 3 clusters Score -386719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -386722.000000 Penalty: 2650.306152
	Iteration 41Q: 3 clusters Score -386722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -386722.000000 Penalty: 2650.306152
	Iteration 42F: 3 clusters Score -386722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 730 members 
Mstep: Class 46 contains 1555 members 
Entering Unmasked Estep 
Score: -40137628.000000 Penalty: 95668.117188
Splitting cluster 38 changes total score from -40135888.000000 to -40137628.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 39 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -86535.578125 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -86535.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -85132.867188 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -85132.87 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -85449.718750 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -85449.72 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -85563.648438 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -85563.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -85638.468750 Penalty: 2235.790771
	Iteration 3F: 3 clusters Score -85638.47 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -85705.765625 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -85705.77 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -85763.593750 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -85763.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85800.476562 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -85800.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -85838.859375 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -85838.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -85862.000000 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -85862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -85875.601562 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -85875.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -85884.328125 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -85884.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -85892.921875 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -85892.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -85900.015625 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -85900.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -85902.570312 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -85902.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -85903.945312 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -85903.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -85904.429688 Penalty: 2235.790771
	Iteration 15Q: 3 clusters Score -85904.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85904.703125 Penalty: 2235.790771
	Iteration 16Q: 3 clusters Score -85904.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -85904.703125 Penalty: 2235.790771
	Iteration 17F: 3 clusters Score -85904.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Entering Unmasked Estep 
Score: -118213.804688 Penalty: 1139.175659
	Iteration 0F: 2 clusters Score -118213.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -116698.148438 Penalty: 2278.351318
	Iteration 0F: 3 clusters Score -116698.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117015.250000 Penalty: 2278.351318
	Iteration 1F: 3 clusters Score -117015.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -117173.390625 Penalty: 2278.351318
	Iteration 2F: 3 clusters Score -117173.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117238.554688 Penalty: 2278.351318
	Iteration 3F: 3 clusters Score -117238.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117277.906250 Penalty: 2278.351318
	Iteration 4Q: 3 clusters Score -117277.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -117298.890625 Penalty: 2278.351318
	Iteration 5Q: 3 clusters Score -117298.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -117311.421875 Penalty: 2278.351318
	Iteration 6Q: 3 clusters Score -117311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117319.945312 Penalty: 2278.351318
	Iteration 7Q: 3 clusters Score -117319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117331.570312 Penalty: 2278.351318
	Iteration 8Q: 3 clusters Score -117331.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117340.304688 Penalty: 2278.351318
	Iteration 9Q: 3 clusters Score -117340.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117354.695312 Penalty: 2278.351318
	Iteration 10Q: 3 clusters Score -117354.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -117371.007812 Penalty: 2278.351318
	Iteration 11Q: 3 clusters Score -117371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -117389.367188 Penalty: 2278.351318
	Iteration 12Q: 3 clusters Score -117389.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -117405.390625 Penalty: 2278.351318
	Iteration 13Q: 3 clusters Score -117405.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -117414.046875 Penalty: 2278.351318
	Iteration 14Q: 3 clusters Score -117414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -117417.882812 Penalty: 2278.351318
	Iteration 15Q: 3 clusters Score -117417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -117419.843750 Penalty: 2278.351318
	Iteration 16Q: 3 clusters Score -117419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117423.554688 Penalty: 2278.351318
	Iteration 17Q: 3 clusters Score -117423.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -117425.523438 Penalty: 2278.351318
	Iteration 18Q: 3 clusters Score -117425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -117427.796875 Penalty: 2278.351318
	Iteration 19Q: 3 clusters Score -117427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117432.343750 Penalty: 2278.351318
	Iteration 20F: 3 clusters Score -117432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -117433.210938 Penalty: 2278.351318
	Iteration 21Q: 3 clusters Score -117433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -117434.773438 Penalty: 2278.351318
	Iteration 22Q: 3 clusters Score -117434.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -117435.171875 Penalty: 2278.351318
	Iteration 23Q: 3 clusters Score -117435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -117435.820312 Penalty: 2278.351318
	Iteration 24Q: 3 clusters Score -117435.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117436.351562 Penalty: 2278.351318
	Iteration 25Q: 3 clusters Score -117436.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117436.351562 Penalty: 2278.351318
	Iteration 26F: 3 clusters Score -117436.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -188597.093750 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -188597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -186630.812500 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -186630.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -187111.437500 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -187111.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -187261.625000 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -187261.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -187350.312500 Penalty: 2433.331299
	Iteration 3F: 3 clusters Score -187350.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -187390.203125 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -187390.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -187420.765625 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -187420.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -187445.609375 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -187445.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187461.593750 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -187461.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -187471.468750 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -187471.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -187479.515625 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -187479.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -187482.593750 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -187482.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -187488.437500 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -187488.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187491.015625 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -187491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -187491.765625 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -187491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187492.281250 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -187492.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187493.187500 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -187493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -187493.875000 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -187493.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -187494.546875 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -187494.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187495.218750 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -187495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -187495.218750 Penalty: 2433.331299
	Iteration 19F: 3 clusters Score -187495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -305750.718750 Penalty: 1281.915283
	Iteration 0F: 2 clusters Score -305750.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -303228.500000 Penalty: 2563.830566
	Iteration 0F: 3 clusters Score -303228.5 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -303751.218750 Penalty: 2563.830566
	Iteration 1F: 3 clusters Score -303751.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -303854.343750 Penalty: 2563.830566
	Iteration 2F: 3 clusters Score -303854.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -303926.437500 Penalty: 2563.830566
	Iteration 3Q: 3 clusters Score -303926.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -303977.750000 Penalty: 2563.830566
	Iteration 4Q: 3 clusters Score -303977.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -304019.093750 Penalty: 2563.830566
	Iteration 5Q: 3 clusters Score -304019.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -304047.968750 Penalty: 2563.830566
	Iteration 6Q: 3 clusters Score -304048 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -304073.156250 Penalty: 2563.830566
	Iteration 7Q: 3 clusters Score -304073.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -304093.281250 Penalty: 2563.830566
	Iteration 8Q: 3 clusters Score -304093.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -304118.562500 Penalty: 2563.830566
	Iteration 9Q: 3 clusters Score -304118.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -304143.250000 Penalty: 2563.830566
	Iteration 10Q: 3 clusters Score -304143.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -304161.250000 Penalty: 2563.830566
	Iteration 11Q: 3 clusters Score -304161.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -304177.875000 Penalty: 2563.830566
	Iteration 12Q: 3 clusters Score -304177.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -304201.593750 Penalty: 2563.830566
	Iteration 13Q: 3 clusters Score -304201.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -304237.187500 Penalty: 2563.830566
	Iteration 14Q: 3 clusters Score -304237.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -304271.656250 Penalty: 2563.830566
	Iteration 15Q: 3 clusters Score -304271.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -304304.718750 Penalty: 2563.830566
	Iteration 16Q: 3 clusters Score -304304.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -304340.937500 Penalty: 2563.830566
	Iteration 17Q: 3 clusters Score -304340.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -304380.781250 Penalty: 2563.830566
	Iteration 18Q: 3 clusters Score -304380.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -304423.031250 Penalty: 2563.830566
	Iteration 19Q: 3 clusters Score -304423 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -304453.812500 Penalty: 2563.830566
	Iteration 20F: 3 clusters Score -304453.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -304478.656250 Penalty: 2563.830566
	Iteration 21Q: 3 clusters Score -304478.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -304493.437500 Penalty: 2563.830566
	Iteration 22Q: 3 clusters Score -304493.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -304506.406250 Penalty: 2563.830566
	Iteration 23Q: 3 clusters Score -304506.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -304520.906250 Penalty: 2563.830566
	Iteration 24Q: 3 clusters Score -304520.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -304535.687500 Penalty: 2563.830566
	Iteration 25Q: 3 clusters Score -304535.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -304550.156250 Penalty: 2563.830566
	Iteration 26Q: 3 clusters Score -304550.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -304558.937500 Penalty: 2563.830566
	Iteration 27Q: 3 clusters Score -304558.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -304572.312500 Penalty: 2563.830566
	Iteration 28Q: 3 clusters Score -304572.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -304585.593750 Penalty: 2563.830566
	Iteration 29Q: 3 clusters Score -304585.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -304600.781250 Penalty: 2563.830566
	Iteration 30Q: 3 clusters Score -304600.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -304606.531250 Penalty: 2563.830566
	Iteration 31Q: 3 clusters Score -304606.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -304608.906250 Penalty: 2563.830566
	Iteration 32Q: 3 clusters Score -304608.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -304609.250000 Penalty: 2563.830566
	Iteration 33Q: 3 clusters Score -304609.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -304609.812500 Penalty: 2563.830566
	Iteration 34Q: 3 clusters Score -304609.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -304609.812500 Penalty: 2563.830566
	Iteration 35F: 3 clusters Score -304609.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Entering Unmasked Estep 
Score: -13526.145508 Penalty: 859.343384
	Iteration 0F: 2 clusters Score -13526.15 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 114 members 
Entering Unmasked Estep 
Score: -12784.660156 Penalty: 1718.686768
	Iteration 0F: 3 clusters Score -12784.66 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12959.043945 Penalty: 1718.686768
	Iteration 1F: 3 clusters Score -12959.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12987.939453 Penalty: 1718.686768
	Iteration 2F: 3 clusters Score -12987.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12997.900391 Penalty: 1718.686768
	Iteration 3Q: 3 clusters Score -12997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -12997.900391 Penalty: 1718.686768
	Iteration 4F: 3 clusters Score -12997.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -96800.882812 Penalty: 1102.106201
	Iteration 0F: 2 clusters Score -96800.88 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 463 members 
Entering Unmasked Estep 
Score: -95464.375000 Penalty: 2204.212402
	Iteration 0F: 3 clusters Score -95464.38 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95672.804688 Penalty: 2204.212402
	Iteration 1F: 3 clusters Score -95672.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -95716.640625 Penalty: 2204.212402
	Iteration 2F: 3 clusters Score -95716.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -95743.492188 Penalty: 2204.212402
	Iteration 3Q: 3 clusters Score -95743.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -95761.078125 Penalty: 2204.212402
	Iteration 4Q: 3 clusters Score -95761.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -95766.367188 Penalty: 2204.212402
	Iteration 5Q: 3 clusters Score -95766.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95771.906250 Penalty: 2204.212402
	Iteration 6Q: 3 clusters Score -95771.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -95776.687500 Penalty: 2204.212402
	Iteration 7Q: 3 clusters Score -95776.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95777.054688 Penalty: 2204.212402
	Iteration 8Q: 3 clusters Score -95777.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -95777.054688 Penalty: 2204.212402
	Iteration 9F: 3 clusters Score -95777.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85399 members 
Mstep: Class 3 contains 2201 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45556 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18319 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4530 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1419 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6022 members 
Mstep: Class 37 contains 144 members 
Mstep: Class 38 contains 1925 members 
Mstep: Class 39 contains 972 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2667 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137864.000000 Penalty: 95668.117188
Iteration 119Q: 47 clusters Score -4.013786e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 85395 members 
Mstep: Class 3 contains 2198 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 654 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45558 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18313 members 
Mstep: Class 16 contains 8815 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4446 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16152 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1417 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6021 members 
Mstep: Class 37 contains 147 members 
Mstep: Class 38 contains 2076 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2658 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 730 members 
Mstep: Class 46 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138824.000000 Penalty: 95668.117188
Iteration 120F: 47 clusters Score -4.013882e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2171 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 620 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45555 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 693 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4412 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16151 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6023 members 
Mstep: Class 37 contains 187 members 
Mstep: Class 38 contains 2145 members 
Mstep: Class 39 contains 971 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2656 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 731 members 
Mstep: Class 46 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139364.000000 Penalty: 95668.117188
Iteration 121Q: 47 clusters Score -4.013936e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2160 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 611 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45553 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 694 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4393 members 
Mstep: Class 22 contains 4634 members 
Mstep: Class 23 contains 6345 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16153 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 5148 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1451 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6028 members 
Mstep: Class 37 contains 188 members 
Mstep: Class 38 contains 2179 members 
Mstep: Class 39 contains 973 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 735 members 
Mstep: Class 46 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139424.000000 Penalty: 95668.117188
Iteration 122Q: 47 clusters Score -4.013942e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 85395 members 
Mstep: Class 3 contains 2153 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44069 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 609 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1699 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4381 members 
Mstep: Class 22 contains 4633 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5147 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1452 members 
Mstep: Class 34 contains 8120 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6035 members 
Mstep: Class 37 contains 185 members 
Mstep: Class 38 contains 2199 members 
Mstep: Class 39 contains 974 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 738 members 
Mstep: Class 46 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139488.000000 Penalty: 95668.117188
Iteration 123Q: 47 clusters Score -4.013949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 85395 members 
Mstep: Class 3 contains 2146 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4270 members 
Mstep: Class 9 contains 608 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4376 members 
Mstep: Class 22 contains 4632 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5144 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1452 members 
Mstep: Class 34 contains 8119 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6039 members 
Mstep: Class 37 contains 184 members 
Mstep: Class 38 contains 2210 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 740 members 
Mstep: Class 46 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139532.000000 Penalty: 95668.117188
Iteration 124Q: 47 clusters Score -4.013953e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 85396 members 
Mstep: Class 3 contains 2141 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44070 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4370 members 
Mstep: Class 22 contains 4631 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5143 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8118 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6044 members 
Mstep: Class 37 contains 182 members 
Mstep: Class 38 contains 2221 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 742 members 
Mstep: Class 46 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139476.000000 Penalty: 95668.117188
Iteration 125Q: 47 clusters Score -4.013948e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 85396 members 
Mstep: Class 3 contains 2139 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1697 members 
Mstep: Class 13 contains 45545 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 4629 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5141 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8118 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6051 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2227 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139480.000000 Penalty: 95668.117188
Iteration 126Q: 47 clusters Score -4.013948e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 85396 members 
Mstep: Class 3 contains 2138 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1698 members 
Mstep: Class 13 contains 45546 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 4627 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5140 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8117 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6054 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139484.000000 Penalty: 95668.117188
Iteration 127Q: 47 clusters Score -4.013948e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 85396 members 
Mstep: Class 3 contains 2136 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44068 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4368 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5139 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8115 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6056 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139536.000000 Penalty: 95668.117188
Iteration 128Q: 47 clusters Score -4.013954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45546 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4625 members 
Mstep: Class 23 contains 6347 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5137 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8112 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6060 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139568.000000 Penalty: 95668.117188
Iteration 129Q: 47 clusters Score -4.013957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 85397 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45546 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 6348 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5137 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 6063 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139576.000000 Penalty: 95668.117188
Iteration 130Q: 47 clusters Score -4.013958e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85398 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45544 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 965 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4624 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5137 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 6068 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139588.000000 Penalty: 95668.117188
Iteration 131Q: 47 clusters Score -4.013959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45544 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18306 members 
Mstep: Class 16 contains 8812 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4623 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5136 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 6071 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1105 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139596.000000 Penalty: 95668.117188
Iteration 132Q: 47 clusters Score -4.01396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85401 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45544 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 6074 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139580.000000 Penalty: 95668.117188
Iteration 133Q: 47 clusters Score -4.013958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85401 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45544 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18306 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5239 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16154 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5135 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9568 members 
Mstep: Class 36 contains 6076 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139560.000000 Penalty: 95668.117188
Iteration 134Q: 47 clusters Score -4.013956e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 85401 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45546 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18306 members 
Mstep: Class 16 contains 8806 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5238 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16155 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5134 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6077 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139592.000000 Penalty: 95668.117188
Iteration 135Q: 47 clusters Score -4.013959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4961 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16156 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5133 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6078 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139572.000000 Penalty: 95668.117188
Iteration 136Q: 47 clusters Score -4.013957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45547 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5131 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6079 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139552.000000 Penalty: 95668.117188
Iteration 137Q: 47 clusters Score -4.013955e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1704 members 
Mstep: Class 13 contains 45548 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6081 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139548.000000 Penalty: 95668.117188
Iteration 138Q: 47 clusters Score -4.013955e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 45549 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8110 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6084 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139548.000000 Penalty: 95668.117188
Iteration 139Q: 47 clusters Score -4.013955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 607 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6085 members 
Mstep: Class 37 contains 181 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139704.000000 Penalty: 95668.117188
Iteration 140F: 47 clusters Score -4.01397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 85400 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 596 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6350 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6086 members 
Mstep: Class 37 contains 195 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139868.000000 Penalty: 95668.117188
Iteration 141Q: 47 clusters Score -4.013987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85395 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44066 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18307 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6086 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 200 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 742 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139952.000000 Penalty: 95668.117188
Iteration 142Q: 47 clusters Score -4.013995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6086 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139936.000000 Penalty: 95668.117188
Iteration 143Q: 47 clusters Score -4.013994e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 593 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45550 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8792 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8112 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6086 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 198 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139932.000000 Penalty: 95668.117188
Iteration 144Q: 47 clusters Score -4.013993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44065 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6087 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139928.000000 Penalty: 95668.117188
Iteration 145Q: 47 clusters Score -4.013993e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6087 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139924.000000 Penalty: 95668.117188
Iteration 146Q: 47 clusters Score -4.013992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 592 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6087 members 
Mstep: Class 37 contains 208 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1102 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 199 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139976.000000 Penalty: 95668.117188
Iteration 147F: 47 clusters Score -4.013998e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 589 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6087 members 
Mstep: Class 37 contains 214 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1101 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 741 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140068.000000 Penalty: 95668.117188
Iteration 148Q: 47 clusters Score -4.014007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6089 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1103 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 743 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140092.000000 Penalty: 95668.117188
Iteration 149Q: 47 clusters Score -4.014009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85393 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6030 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16158 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6090 members 
Mstep: Class 37 contains 215 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1104 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 744 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140124.000000 Penalty: 95668.117188
Iteration 150Q: 47 clusters Score -4.014012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 85394 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4271 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 45551 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6090 members 
Mstep: Class 37 contains 214 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1108 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 744 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140100.000000 Penalty: 95668.117188
Iteration 151Q: 47 clusters Score -4.01401e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9647 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6090 members 
Mstep: Class 37 contains 212 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1109 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 746 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140140.000000 Penalty: 95668.117188
Iteration 152Q: 47 clusters Score -4.014014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1703 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6090 members 
Mstep: Class 37 contains 211 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1110 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 747 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140148.000000 Penalty: 95668.117188
Iteration 153Q: 47 clusters Score -4.014015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6090 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 749 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140160.000000 Penalty: 95668.117188
Iteration 154Q: 47 clusters Score -4.014016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1701 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6090 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 749 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140160.000000 Penalty: 95668.117188
Iteration 155Q: 47 clusters Score -4.014016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 749 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140160.000000 Penalty: 95668.117188
Iteration 156Q: 47 clusters Score -4.014016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 45552 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 749 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140160.000000 Penalty: 95668.117188
Iteration 157F: 47 clusters Score -4.014016e+07 nChanged 0
Entering ConstructFrom: 
Score: -40140160.000000 Penalty: 95668.117188
Entering ConstructFrom: 
Trying to split cluster 1 (3468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Entering Unmasked Estep 
Score: -353963.250000 Penalty: 1324.591553
	Iteration 0F: 2 clusters Score -353963.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -351020.343750 Penalty: 2649.183105
	Iteration 0F: 3 clusters Score -351020.3 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -351998.000000 Penalty: 2649.183105
	Iteration 1F: 3 clusters Score -351998 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -352262.968750 Penalty: 2649.183105
	Iteration 2F: 3 clusters Score -352263 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -352484.250000 Penalty: 2649.183105
	Iteration 3F: 3 clusters Score -352484.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -352665.968750 Penalty: 2649.183105
	Iteration 4F: 3 clusters Score -352666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -352779.281250 Penalty: 2649.183105
	Iteration 5Q: 3 clusters Score -352779.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -352844.031250 Penalty: 2649.183105
	Iteration 6Q: 3 clusters Score -352844 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -352876.656250 Penalty: 2649.183105
	Iteration 7Q: 3 clusters Score -352876.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -352900.468750 Penalty: 2649.183105
	Iteration 8Q: 3 clusters Score -352900.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -352920.000000 Penalty: 2649.183105
	Iteration 9Q: 3 clusters Score -352920 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -352936.125000 Penalty: 2649.183105
	Iteration 10Q: 3 clusters Score -352936.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -352950.031250 Penalty: 2649.183105
	Iteration 11Q: 3 clusters Score -352950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -352966.687500 Penalty: 2649.183105
	Iteration 12Q: 3 clusters Score -352966.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -352982.937500 Penalty: 2649.183105
	Iteration 13Q: 3 clusters Score -352982.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352994.375000 Penalty: 2649.183105
	Iteration 14Q: 3 clusters Score -352994.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -353005.250000 Penalty: 2649.183105
	Iteration 15Q: 3 clusters Score -353005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -353011.062500 Penalty: 2649.183105
	Iteration 16Q: 3 clusters Score -353011.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -353016.968750 Penalty: 2649.183105
	Iteration 17Q: 3 clusters Score -353017 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -353020.968750 Penalty: 2649.183105
	Iteration 18Q: 3 clusters Score -353021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -353023.531250 Penalty: 2649.183105
	Iteration 19Q: 3 clusters Score -353023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -353027.156250 Penalty: 2649.183105
	Iteration 20F: 3 clusters Score -353027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -353031.531250 Penalty: 2649.183105
	Iteration 21Q: 3 clusters Score -353031.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -353038.218750 Penalty: 2649.183105
	Iteration 22Q: 3 clusters Score -353038.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -353042.812500 Penalty: 2649.183105
	Iteration 23Q: 3 clusters Score -353042.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -353046.093750 Penalty: 2649.183105
	Iteration 24Q: 3 clusters Score -353046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -353050.937500 Penalty: 2649.183105
	Iteration 25Q: 3 clusters Score -353050.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -353055.562500 Penalty: 2649.183105
	Iteration 26Q: 3 clusters Score -353055.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -353062.437500 Penalty: 2649.183105
	Iteration 27Q: 3 clusters Score -353062.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -353067.687500 Penalty: 2649.183105
	Iteration 28Q: 3 clusters Score -353067.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -353070.781250 Penalty: 2649.183105
	Iteration 29Q: 3 clusters Score -353070.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -353075.187500 Penalty: 2649.183105
	Iteration 30Q: 3 clusters Score -353075.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -353079.875000 Penalty: 2649.183105
	Iteration 31Q: 3 clusters Score -353079.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -353088.125000 Penalty: 2649.183105
	Iteration 32Q: 3 clusters Score -353088.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -353099.875000 Penalty: 2649.183105
	Iteration 33Q: 3 clusters Score -353099.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -353114.375000 Penalty: 2649.183105
	Iteration 34Q: 3 clusters Score -353114.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -353128.562500 Penalty: 2649.183105
	Iteration 35Q: 3 clusters Score -353128.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -353140.906250 Penalty: 2649.183105
	Iteration 36Q: 3 clusters Score -353140.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -353152.593750 Penalty: 2649.183105
	Iteration 37Q: 3 clusters Score -353152.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -353163.812500 Penalty: 2649.183105
	Iteration 38Q: 3 clusters Score -353163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -353172.468750 Penalty: 2649.183105
	Iteration 39Q: 3 clusters Score -353172.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -353178.031250 Penalty: 2649.183105
	Iteration 40F: 3 clusters Score -353178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -353183.375000 Penalty: 2649.183105
	Iteration 41Q: 3 clusters Score -353183.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -353194.468750 Penalty: 2649.183105
	Iteration 42Q: 3 clusters Score -353194.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -353205.656250 Penalty: 2649.183105
	Iteration 43Q: 3 clusters Score -353205.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -353217.343750 Penalty: 2649.183105
	Iteration 44Q: 3 clusters Score -353217.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -353224.031250 Penalty: 2649.183105
	Iteration 45Q: 3 clusters Score -353224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -353229.781250 Penalty: 2649.183105
	Iteration 46Q: 3 clusters Score -353229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -353233.843750 Penalty: 2649.183105
	Iteration 47Q: 3 clusters Score -353233.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -353236.656250 Penalty: 2649.183105
	Iteration 48Q: 3 clusters Score -353236.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -353240.750000 Penalty: 2649.183105
	Iteration 49Q: 3 clusters Score -353240.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -353246.312500 Penalty: 2649.183105
	Iteration 50Q: 3 clusters Score -353246.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -353251.656250 Penalty: 2649.183105
	Iteration 51Q: 3 clusters Score -353251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -353255.781250 Penalty: 2649.183105
	Iteration 52Q: 3 clusters Score -353255.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -353260.843750 Penalty: 2649.183105
	Iteration 53Q: 3 clusters Score -353260.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -353263.718750 Penalty: 2649.183105
	Iteration 54Q: 3 clusters Score -353263.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -353266.968750 Penalty: 2649.183105
	Iteration 55Q: 3 clusters Score -353267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -353272.156250 Penalty: 2649.183105
	Iteration 56Q: 3 clusters Score -353272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -353276.406250 Penalty: 2649.183105
	Iteration 57Q: 3 clusters Score -353276.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -353282.562500 Penalty: 2649.183105
	Iteration 58Q: 3 clusters Score -353282.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -353288.125000 Penalty: 2649.183105
	Iteration 59Q: 3 clusters Score -353288.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -353292.437500 Penalty: 2649.183105
	Iteration 60F: 3 clusters Score -353292.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -353294.187500 Penalty: 2649.183105
	Iteration 61Q: 3 clusters Score -353294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -353296.625000 Penalty: 2649.183105
	Iteration 62Q: 3 clusters Score -353296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -353300.500000 Penalty: 2649.183105
	Iteration 63Q: 3 clusters Score -353300.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -353303.875000 Penalty: 2649.183105
	Iteration 64Q: 3 clusters Score -353303.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -353312.343750 Penalty: 2649.183105
	Iteration 65Q: 3 clusters Score -353312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -353321.156250 Penalty: 2649.183105
	Iteration 66Q: 3 clusters Score -353321.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -353338.500000 Penalty: 2649.183105
	Iteration 67Q: 3 clusters Score -353338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -353362.625000 Penalty: 2649.183105
	Iteration 68Q: 3 clusters Score -353362.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -353377.593750 Penalty: 2649.183105
	Iteration 69Q: 3 clusters Score -353377.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -353387.687500 Penalty: 2649.183105
	Iteration 70Q: 3 clusters Score -353387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -353391.281250 Penalty: 2649.183105
	Iteration 71Q: 3 clusters Score -353391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -353395.593750 Penalty: 2649.183105
	Iteration 72Q: 3 clusters Score -353395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -353397.687500 Penalty: 2649.183105
	Iteration 73Q: 3 clusters Score -353397.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -353399.593750 Penalty: 2649.183105
	Iteration 74Q: 3 clusters Score -353399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -353400.437500 Penalty: 2649.183105
	Iteration 75Q: 3 clusters Score -353400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -353401.781250 Penalty: 2649.183105
	Iteration 76Q: 3 clusters Score -353401.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -353403.031250 Penalty: 2649.183105
	Iteration 77Q: 3 clusters Score -353403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -353405.375000 Penalty: 2649.183105
	Iteration 78Q: 3 clusters Score -353405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -353405.375000 Penalty: 2649.183105
	Iteration 79Q: 3 clusters Score -353405.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -353405.375000 Penalty: 2649.183105
	Iteration 80F: 3 clusters Score -353405.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85392 members 
Entering Unmasked Estep 
Score: -9794057.000000 Penalty: 1845.188843
	Iteration 0F: 2 clusters Score -9794057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42796 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -9737208.000000 Penalty: 3690.377686
	Iteration 0F: 3 clusters Score -9737208 nChanged 40606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -9759980.000000 Penalty: 3690.377686
	Iteration 1F: 3 clusters Score -9759980 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -9760625.000000 Penalty: 3690.377686
	Iteration 2Q: 3 clusters Score -9760625 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47508 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -9761378.000000 Penalty: 3690.377686
	Iteration 3Q: 3 clusters Score -9761378 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -9762435.000000 Penalty: 3690.377686
	Iteration 4Q: 3 clusters Score -9762435 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -9764267.000000 Penalty: 3690.377686
	Iteration 5Q: 3 clusters Score -9764267 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59361 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -9767699.000000 Penalty: 3690.377686
	Iteration 6F: 3 clusters Score -9767699 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -9773634.000000 Penalty: 3690.377686
	Iteration 7F: 3 clusters Score -9773634 nChanged 7821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74348 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -9781221.000000 Penalty: 3690.377686
	Iteration 8F: 3 clusters Score -9781221 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -9787670.000000 Penalty: 3690.377686
	Iteration 9F: 3 clusters Score -9787670 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83870 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9790934.000000 Penalty: 3690.377686
	Iteration 10Q: 3 clusters Score -9790934 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84915 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9791991.000000 Penalty: 3690.377686
	Iteration 11Q: 3 clusters Score -9791991 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85155 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9792241.000000 Penalty: 3690.377686
	Iteration 12Q: 3 clusters Score -9792241 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85209 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9792326.000000 Penalty: 3690.377686
	Iteration 13Q: 3 clusters Score -9792326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85223 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -9792366.000000 Penalty: 3690.377686
	Iteration 14Q: 3 clusters Score -9792366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -9792396.000000 Penalty: 3690.377686
	Iteration 15Q: 3 clusters Score -9792396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85240 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -9792407.000000 Penalty: 3690.377686
	Iteration 16Q: 3 clusters Score -9792407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85243 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -9792426.000000 Penalty: 3690.377686
	Iteration 17Q: 3 clusters Score -9792426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85242 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -9792432.000000 Penalty: 3690.377686
	Iteration 18Q: 3 clusters Score -9792432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -9792439.000000 Penalty: 3690.377686
	Iteration 19Q: 3 clusters Score -9792439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85245 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -9792442.000000 Penalty: 3690.377686
	Iteration 20F: 3 clusters Score -9792442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85249 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -9792458.000000 Penalty: 3690.377686
	Iteration 21Q: 3 clusters Score -9792458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9792453.000000 Penalty: 3690.377686
	Iteration 22Q: 3 clusters Score -9792453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85247 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -9792453.000000 Penalty: 3690.377686
	Iteration 23F: 3 clusters Score -9792453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -236833.203125 Penalty: 1245.684937
	Iteration 0F: 2 clusters Score -236833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -234705.359375 Penalty: 2491.369873
	Iteration 0F: 3 clusters Score -234705.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -235179.187500 Penalty: 2491.369873
	Iteration 1F: 3 clusters Score -235179.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -235291.156250 Penalty: 2491.369873
	Iteration 2F: 3 clusters Score -235291.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -235364.093750 Penalty: 2491.369873
	Iteration 3Q: 3 clusters Score -235364.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -235454.234375 Penalty: 2491.369873
	Iteration 4Q: 3 clusters Score -235454.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -235601.328125 Penalty: 2491.369873
	Iteration 5F: 3 clusters Score -235601.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -235765.546875 Penalty: 2491.369873
	Iteration 6F: 3 clusters Score -235765.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -235916.312500 Penalty: 2491.369873
	Iteration 7F: 3 clusters Score -235916.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -236013.234375 Penalty: 2491.369873
	Iteration 8Q: 3 clusters Score -236013.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -236077.062500 Penalty: 2491.369873
	Iteration 9Q: 3 clusters Score -236077.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -236111.796875 Penalty: 2491.369873
	Iteration 10Q: 3 clusters Score -236111.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -236132.359375 Penalty: 2491.369873
	Iteration 11Q: 3 clusters Score -236132.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -236148.078125 Penalty: 2491.369873
	Iteration 12Q: 3 clusters Score -236148.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -236154.781250 Penalty: 2491.369873
	Iteration 13Q: 3 clusters Score -236154.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -236162.828125 Penalty: 2491.369873
	Iteration 14Q: 3 clusters Score -236162.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -236168.562500 Penalty: 2491.369873
	Iteration 15Q: 3 clusters Score -236168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -236173.640625 Penalty: 2491.369873
	Iteration 16Q: 3 clusters Score -236173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -236178.250000 Penalty: 2491.369873
	Iteration 17Q: 3 clusters Score -236178.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -236184.125000 Penalty: 2491.369873
	Iteration 18Q: 3 clusters Score -236184.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -236190.203125 Penalty: 2491.369873
	Iteration 19Q: 3 clusters Score -236190.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -236194.546875 Penalty: 2491.369873
	Iteration 20F: 3 clusters Score -236194.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -236201.718750 Penalty: 2491.369873
	Iteration 21Q: 3 clusters Score -236201.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -236208.453125 Penalty: 2491.369873
	Iteration 22Q: 3 clusters Score -236208.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -236215.765625 Penalty: 2491.369873
	Iteration 23Q: 3 clusters Score -236215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -236218.000000 Penalty: 2491.369873
	Iteration 24Q: 3 clusters Score -236218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -236220.203125 Penalty: 2491.369873
	Iteration 25Q: 3 clusters Score -236220.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -236222.921875 Penalty: 2491.369873
	Iteration 26Q: 3 clusters Score -236222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -236226.531250 Penalty: 2491.369873
	Iteration 27Q: 3 clusters Score -236226.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -236229.968750 Penalty: 2491.369873
	Iteration 28Q: 3 clusters Score -236230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -236232.906250 Penalty: 2491.369873
	Iteration 29Q: 3 clusters Score -236232.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -236233.234375 Penalty: 2491.369873
	Iteration 30Q: 3 clusters Score -236233.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -236233.343750 Penalty: 2491.369873
	Iteration 31Q: 3 clusters Score -236233.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -236234.406250 Penalty: 2491.369873
	Iteration 32Q: 3 clusters Score -236234.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -236235.156250 Penalty: 2491.369873
	Iteration 33Q: 3 clusters Score -236235.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -236235.156250 Penalty: 2491.369873
	Iteration 34F: 3 clusters Score -236235.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Entering Unmasked Estep 
Score: -413099.781250 Penalty: 1331.382568
	Iteration 0F: 2 clusters Score -413099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -409982.781250 Penalty: 2662.765137
	Iteration 0F: 3 clusters Score -409982.8 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -410767.250000 Penalty: 2662.765137
	Iteration 1F: 3 clusters Score -410767.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -410919.843750 Penalty: 2662.765137
	Iteration 2F: 3 clusters Score -410919.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -411003.656250 Penalty: 2662.765137
	Iteration 3Q: 3 clusters Score -411003.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -411064.156250 Penalty: 2662.765137
	Iteration 4Q: 3 clusters Score -411064.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -411124.281250 Penalty: 2662.765137
	Iteration 5Q: 3 clusters Score -411124.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -411179.531250 Penalty: 2662.765137
	Iteration 6Q: 3 clusters Score -411179.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -411211.750000 Penalty: 2662.765137
	Iteration 7Q: 3 clusters Score -411211.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -411248.437500 Penalty: 2662.765137
	Iteration 8Q: 3 clusters Score -411248.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -411283.531250 Penalty: 2662.765137
	Iteration 9Q: 3 clusters Score -411283.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -411316.031250 Penalty: 2662.765137
	Iteration 10Q: 3 clusters Score -411316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -411354.468750 Penalty: 2662.765137
	Iteration 11Q: 3 clusters Score -411354.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -411392.656250 Penalty: 2662.765137
	Iteration 12Q: 3 clusters Score -411392.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -411439.000000 Penalty: 2662.765137
	Iteration 13Q: 3 clusters Score -411439 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -411488.468750 Penalty: 2662.765137
	Iteration 14Q: 3 clusters Score -411488.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -411535.593750 Penalty: 2662.765137
	Iteration 15Q: 3 clusters Score -411535.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -411577.031250 Penalty: 2662.765137
	Iteration 16Q: 3 clusters Score -411577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -411613.625000 Penalty: 2662.765137
	Iteration 17Q: 3 clusters Score -411613.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -411648.906250 Penalty: 2662.765137
	Iteration 18Q: 3 clusters Score -411648.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -411690.437500 Penalty: 2662.765137
	Iteration 19Q: 3 clusters Score -411690.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -411726.250000 Penalty: 2662.765137
	Iteration 20F: 3 clusters Score -411726.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -411765.375000 Penalty: 2662.765137
	Iteration 21Q: 3 clusters Score -411765.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -411793.250000 Penalty: 2662.765137
	Iteration 22Q: 3 clusters Score -411793.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -411819.750000 Penalty: 2662.765137
	Iteration 23Q: 3 clusters Score -411819.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -411838.812500 Penalty: 2662.765137
	Iteration 24Q: 3 clusters Score -411838.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -411855.843750 Penalty: 2662.765137
	Iteration 25Q: 3 clusters Score -411855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -411873.750000 Penalty: 2662.765137
	Iteration 26Q: 3 clusters Score -411873.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -411891.156250 Penalty: 2662.765137
	Iteration 27Q: 3 clusters Score -411891.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -411903.562500 Penalty: 2662.765137
	Iteration 28Q: 3 clusters Score -411903.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -411915.656250 Penalty: 2662.765137
	Iteration 29Q: 3 clusters Score -411915.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -411921.687500 Penalty: 2662.765137
	Iteration 30Q: 3 clusters Score -411921.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -411925.468750 Penalty: 2662.765137
	Iteration 31Q: 3 clusters Score -411925.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -411927.156250 Penalty: 2662.765137
	Iteration 32Q: 3 clusters Score -411927.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -411932.406250 Penalty: 2662.765137
	Iteration 33Q: 3 clusters Score -411932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -411942.406250 Penalty: 2662.765137
	Iteration 34Q: 3 clusters Score -411942.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -411946.062500 Penalty: 2662.765137
	Iteration 35Q: 3 clusters Score -411946.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -411947.656250 Penalty: 2662.765137
	Iteration 36Q: 3 clusters Score -411947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -411948.406250 Penalty: 2662.765137
	Iteration 37Q: 3 clusters Score -411948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -411952.093750 Penalty: 2662.765137
	Iteration 38Q: 3 clusters Score -411952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -411955.531250 Penalty: 2662.765137
	Iteration 39Q: 3 clusters Score -411955.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -411957.812500 Penalty: 2662.765137
	Iteration 40F: 3 clusters Score -411957.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -411960.281250 Penalty: 2662.765137
	Iteration 41Q: 3 clusters Score -411960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -411961.531250 Penalty: 2662.765137
	Iteration 42Q: 3 clusters Score -411961.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -411962.750000 Penalty: 2662.765137
	Iteration 43Q: 3 clusters Score -411962.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -411962.593750 Penalty: 2662.765137
	Iteration 44Q: 3 clusters Score -411962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -411962.593750 Penalty: 2662.765137
	Iteration 45F: 3 clusters Score -411962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Entering Unmasked Estep 
Score: -5139749.500000 Penalty: 1737.677246
	Iteration 0F: 2 clusters Score -5139750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5110530.000000 Penalty: 3475.354492
	Iteration 0F: 3 clusters Score -5110530 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -5121812.000000 Penalty: 3475.354492
	Iteration 1F: 3 clusters Score -5121812 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -5122211.000000 Penalty: 3475.354492
	Iteration 2Q: 3 clusters Score -5122211 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5122610.000000 Penalty: 3475.354492
	Iteration 3Q: 3 clusters Score -5122610 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -5123089.500000 Penalty: 3475.354492
	Iteration 4Q: 3 clusters Score -5123090 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5123536.000000 Penalty: 3475.354492
	Iteration 5Q: 3 clusters Score -5123536 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -5124072.000000 Penalty: 3475.354492
	Iteration 6Q: 3 clusters Score -5124072 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -5124802.500000 Penalty: 3475.354492
	Iteration 7Q: 3 clusters Score -5124802 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -5125806.500000 Penalty: 3475.354492
	Iteration 8Q: 3 clusters Score -5125806 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -5127040.000000 Penalty: 3475.354492
	Iteration 9Q: 3 clusters Score -5127040 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -5128490.000000 Penalty: 3475.354492
	Iteration 10F: 3 clusters Score -5128490 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -5129972.000000 Penalty: 3475.354492
	Iteration 11F: 3 clusters Score -5129972 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -5131367.500000 Penalty: 3475.354492
	Iteration 12Q: 3 clusters Score -5131368 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -5132611.000000 Penalty: 3475.354492
	Iteration 13Q: 3 clusters Score -5132611 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -5133558.500000 Penalty: 3475.354492
	Iteration 14Q: 3 clusters Score -5133558 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -5134331.000000 Penalty: 3475.354492
	Iteration 15Q: 3 clusters Score -5134331 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 35480 members 
Entering Unmasked Estep 
Score: -5134840.000000 Penalty: 3475.354492
	Iteration 16Q: 3 clusters Score -5134840 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -5135223.000000 Penalty: 3475.354492
	Iteration 17Q: 3 clusters Score -5135223 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5135513.000000 Penalty: 3475.354492
	Iteration 18Q: 3 clusters Score -5135513 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -5135822.000000 Penalty: 3475.354492
	Iteration 19Q: 3 clusters Score -5135822 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -5136090.500000 Penalty: 3475.354492
	Iteration 20F: 3 clusters Score -5136090 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -5136340.500000 Penalty: 3475.354492
	Iteration 21Q: 3 clusters Score -5136340 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -5136572.500000 Penalty: 3475.354492
	Iteration 22Q: 3 clusters Score -5136572 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5136840.000000 Penalty: 3475.354492
	Iteration 23Q: 3 clusters Score -5136840 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5136998.000000 Penalty: 3475.354492
	Iteration 24Q: 3 clusters Score -5136998 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -5137199.000000 Penalty: 3475.354492
	Iteration 25Q: 3 clusters Score -5137199 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5137388.000000 Penalty: 3475.354492
	Iteration 26Q: 3 clusters Score -5137388 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -5137575.000000 Penalty: 3475.354492
	Iteration 27Q: 3 clusters Score -5137575 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -5137747.000000 Penalty: 3475.354492
	Iteration 28Q: 3 clusters Score -5137747 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5137897.000000 Penalty: 3475.354492
	Iteration 29Q: 3 clusters Score -5137897 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -5138065.500000 Penalty: 3475.354492
	Iteration 30Q: 3 clusters Score -5138066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -5138212.500000 Penalty: 3475.354492
	Iteration 31Q: 3 clusters Score -5138212 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -5138350.000000 Penalty: 3475.354492
	Iteration 32Q: 3 clusters Score -5138350 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -5138467.500000 Penalty: 3475.354492
	Iteration 33Q: 3 clusters Score -5138468 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5138551.500000 Penalty: 3475.354492
	Iteration 34Q: 3 clusters Score -5138552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 42658 members 
Entering Unmasked Estep 
Score: -5138616.500000 Penalty: 3475.354492
	Iteration 35Q: 3 clusters Score -5138616 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5138683.000000 Penalty: 3475.354492
	Iteration 36Q: 3 clusters Score -5138683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -5138706.000000 Penalty: 3475.354492
	Iteration 37Q: 3 clusters Score -5138706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -5138721.500000 Penalty: 3475.354492
	Iteration 38Q: 3 clusters Score -5138722 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5138737.000000 Penalty: 3475.354492
	Iteration 39Q: 3 clusters Score -5138737 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -5138738.500000 Penalty: 3475.354492
	Iteration 40F: 3 clusters Score -5138738 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -5138752.000000 Penalty: 3475.354492
	Iteration 41Q: 3 clusters Score -5138752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5138752.500000 Penalty: 3475.354492
	Iteration 42Q: 3 clusters Score -5138752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5138759.000000 Penalty: 3475.354492
	Iteration 43Q: 3 clusters Score -5138759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -5138766.500000 Penalty: 3475.354492
	Iteration 44Q: 3 clusters Score -5138766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -5138775.000000 Penalty: 3475.354492
	Iteration 45Q: 3 clusters Score -5138775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5138776.500000 Penalty: 3475.354492
	Iteration 46Q: 3 clusters Score -5138776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -5138775.500000 Penalty: 3475.354492
	Iteration 47Q: 3 clusters Score -5138776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5138775.000000 Penalty: 3475.354492
	Iteration 48Q: 3 clusters Score -5138775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 42767 members 
Entering Unmasked Estep 
Score: -5138777.000000 Penalty: 3475.354492
	Iteration 49Q: 3 clusters Score -5138777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5138780.500000 Penalty: 3475.354492
	Iteration 50Q: 3 clusters Score -5138780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -5138784.000000 Penalty: 3475.354492
	Iteration 51Q: 3 clusters Score -5138784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -5138785.000000 Penalty: 3475.354492
	Iteration 52Q: 3 clusters Score -5138785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -5138790.000000 Penalty: 3475.354492
	Iteration 53Q: 3 clusters Score -5138790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5138795.500000 Penalty: 3475.354492
	Iteration 54Q: 3 clusters Score -5138796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -5138795.000000 Penalty: 3475.354492
	Iteration 55Q: 3 clusters Score -5138795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5138800.500000 Penalty: 3475.354492
	Iteration 56Q: 3 clusters Score -5138800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -5138803.000000 Penalty: 3475.354492
	Iteration 57Q: 3 clusters Score -5138803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -5138799.500000 Penalty: 3475.354492
	Iteration 58Q: 3 clusters Score -5138800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5138795.000000 Penalty: 3475.354492
	Iteration 59Q: 3 clusters Score -5138795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -5138798.000000 Penalty: 3475.354492
	Iteration 60F: 3 clusters Score -5138798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5138800.000000 Penalty: 3475.354492
	Iteration 61Q: 3 clusters Score -5138800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5138802.000000 Penalty: 3475.354492
	Iteration 62Q: 3 clusters Score -5138802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -5138801.500000 Penalty: 3475.354492
	Iteration 63Q: 3 clusters Score -5138802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5138800.500000 Penalty: 3475.354492
	Iteration 64Q: 3 clusters Score -5138800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -5138808.500000 Penalty: 3475.354492
	Iteration 65Q: 3 clusters Score -5138808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -5138810.500000 Penalty: 3475.354492
	Iteration 66Q: 3 clusters Score -5138810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -5138805.500000 Penalty: 3475.354492
	Iteration 67Q: 3 clusters Score -5138806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -5138806.000000 Penalty: 3475.354492
	Iteration 68Q: 3 clusters Score -5138806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -5138806.000000 Penalty: 3475.354492
	Iteration 69F: 3 clusters Score -5138806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -228306.875000 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -228306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -226220.078125 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -226220.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -226640.984375 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -226641 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -226752.796875 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -226752.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -226830.515625 Penalty: 2471.266846
	Iteration 3Q: 3 clusters Score -226830.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -226890.390625 Penalty: 2471.266846
	Iteration 4Q: 3 clusters Score -226890.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -226932.265625 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -226932.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -226968.781250 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -226968.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -227001.093750 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -227001.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -227029.843750 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -227029.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -227045.796875 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -227045.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -227058.218750 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -227058.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -227076.546875 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -227076.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -227091.843750 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -227091.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -227101.828125 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -227101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -227108.531250 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -227108.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -227113.125000 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -227113.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -227114.656250 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -227114.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -227117.921875 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -227117.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -227119.625000 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -227119.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -227120.078125 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -227120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -227122.250000 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -227122.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -227122.484375 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -227122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -227122.484375 Penalty: 2471.266846
	Iteration 22F: 3 clusters Score -227122.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Entering Unmasked Estep 
Score: -2373257.000000 Penalty: 1613.851562
	Iteration 0F: 2 clusters Score -2373257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2359137.500000 Penalty: 3227.703125
	Iteration 0F: 3 clusters Score -2359138 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2364733.250000 Penalty: 3227.703125
	Iteration 1F: 3 clusters Score -2364733 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2365595.500000 Penalty: 3227.703125
	Iteration 2F: 3 clusters Score -2365596 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -2366606.000000 Penalty: 3227.703125
	Iteration 3F: 3 clusters Score -2366606 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -2367586.750000 Penalty: 3227.703125
	Iteration 4F: 3 clusters Score -2367587 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2368522.500000 Penalty: 3227.703125
	Iteration 5F: 3 clusters Score -2368522 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -2369358.500000 Penalty: 3227.703125
	Iteration 6F: 3 clusters Score -2369358 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -2370061.500000 Penalty: 3227.703125
	Iteration 7Q: 3 clusters Score -2370062 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2370787.000000 Penalty: 3227.703125
	Iteration 8Q: 3 clusters Score -2370787 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -2371352.500000 Penalty: 3227.703125
	Iteration 9Q: 3 clusters Score -2371352 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -2371666.500000 Penalty: 3227.703125
	Iteration 10Q: 3 clusters Score -2371666 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2371824.250000 Penalty: 3227.703125
	Iteration 11Q: 3 clusters Score -2371824 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2371905.250000 Penalty: 3227.703125
	Iteration 12Q: 3 clusters Score -2371905 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2371971.250000 Penalty: 3227.703125
	Iteration 13Q: 3 clusters Score -2371971 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -2372033.000000 Penalty: 3227.703125
	Iteration 14Q: 3 clusters Score -2372033 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2372079.500000 Penalty: 3227.703125
	Iteration 15Q: 3 clusters Score -2372080 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2372119.750000 Penalty: 3227.703125
	Iteration 16Q: 3 clusters Score -2372120 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2372168.750000 Penalty: 3227.703125
	Iteration 17Q: 3 clusters Score -2372169 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2372189.250000 Penalty: 3227.703125
	Iteration 18Q: 3 clusters Score -2372189 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2372224.500000 Penalty: 3227.703125
	Iteration 19Q: 3 clusters Score -2372224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2372254.500000 Penalty: 3227.703125
	Iteration 20F: 3 clusters Score -2372254 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2372282.750000 Penalty: 3227.703125
	Iteration 21Q: 3 clusters Score -2372283 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2372289.750000 Penalty: 3227.703125
	Iteration 22Q: 3 clusters Score -2372290 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2372300.250000 Penalty: 3227.703125
	Iteration 23Q: 3 clusters Score -2372300 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -2372308.750000 Penalty: 3227.703125
	Iteration 24Q: 3 clusters Score -2372309 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -2372315.000000 Penalty: 3227.703125
	Iteration 25Q: 3 clusters Score -2372315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2372323.750000 Penalty: 3227.703125
	Iteration 26Q: 3 clusters Score -2372324 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2372339.750000 Penalty: 3227.703125
	Iteration 27Q: 3 clusters Score -2372340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2372343.250000 Penalty: 3227.703125
	Iteration 28Q: 3 clusters Score -2372343 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2372358.250000 Penalty: 3227.703125
	Iteration 29Q: 3 clusters Score -2372358 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2372365.000000 Penalty: 3227.703125
	Iteration 30Q: 3 clusters Score -2372365 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2372374.500000 Penalty: 3227.703125
	Iteration 31Q: 3 clusters Score -2372374 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2372384.750000 Penalty: 3227.703125
	Iteration 32Q: 3 clusters Score -2372385 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2372403.750000 Penalty: 3227.703125
	Iteration 33Q: 3 clusters Score -2372404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2372417.000000 Penalty: 3227.703125
	Iteration 34Q: 3 clusters Score -2372417 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2372427.250000 Penalty: 3227.703125
	Iteration 35Q: 3 clusters Score -2372427 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2372448.500000 Penalty: 3227.703125
	Iteration 36Q: 3 clusters Score -2372448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -2372449.000000 Penalty: 3227.703125
	Iteration 37Q: 3 clusters Score -2372449 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2372458.250000 Penalty: 3227.703125
	Iteration 38Q: 3 clusters Score -2372458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2372467.000000 Penalty: 3227.703125
	Iteration 39Q: 3 clusters Score -2372467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2372469.250000 Penalty: 3227.703125
	Iteration 40F: 3 clusters Score -2372469 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2372471.000000 Penalty: 3227.703125
	Iteration 41Q: 3 clusters Score -2372471 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2372481.250000 Penalty: 3227.703125
	Iteration 42Q: 3 clusters Score -2372481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18313 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2372482.750000 Penalty: 3227.703125
	Iteration 43Q: 3 clusters Score -2372483 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2372487.750000 Penalty: 3227.703125
	Iteration 44Q: 3 clusters Score -2372488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2372486.750000 Penalty: 3227.703125
	Iteration 45Q: 3 clusters Score -2372487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2372489.750000 Penalty: 3227.703125
	Iteration 46Q: 3 clusters Score -2372490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2372487.750000 Penalty: 3227.703125
	Iteration 47Q: 3 clusters Score -2372488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2372489.750000 Penalty: 3227.703125
	Iteration 48Q: 3 clusters Score -2372490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2372488.250000 Penalty: 3227.703125
	Iteration 49Q: 3 clusters Score -2372488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2372491.250000 Penalty: 3227.703125
	Iteration 50Q: 3 clusters Score -2372491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2372494.750000 Penalty: 3227.703125
	Iteration 51Q: 3 clusters Score -2372495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2372490.000000 Penalty: 3227.703125
	Iteration 52Q: 3 clusters Score -2372490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2372491.750000 Penalty: 3227.703125
	Iteration 53Q: 3 clusters Score -2372492 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -2372493.250000 Penalty: 3227.703125
	Iteration 54Q: 3 clusters Score -2372493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2372493.750000 Penalty: 3227.703125
	Iteration 55Q: 3 clusters Score -2372494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2372493.250000 Penalty: 3227.703125
	Iteration 56Q: 3 clusters Score -2372493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2372492.500000 Penalty: 3227.703125
	Iteration 57Q: 3 clusters Score -2372492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2372494.500000 Penalty: 3227.703125
	Iteration 58Q: 3 clusters Score -2372494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2372493.750000 Penalty: 3227.703125
	Iteration 59Q: 3 clusters Score -2372494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2372494.750000 Penalty: 3227.703125
	Iteration 60F: 3 clusters Score -2372495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -2372495.250000 Penalty: 3227.703125
	Iteration 61Q: 3 clusters Score -2372495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2372497.750000 Penalty: 3227.703125
	Iteration 62Q: 3 clusters Score -2372498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2372499.500000 Penalty: 3227.703125
	Iteration 63Q: 3 clusters Score -2372500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2372498.500000 Penalty: 3227.703125
	Iteration 64Q: 3 clusters Score -2372498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2372498.500000 Penalty: 3227.703125
	Iteration 65F: 3 clusters Score -2372498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -485583.437500 Penalty: 1358.473633
	Iteration 0F: 2 clusters Score -485583.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -482085.218750 Penalty: 2716.947266
	Iteration 0F: 3 clusters Score -482085.2 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -483140.968750 Penalty: 2716.947266
	Iteration 1F: 3 clusters Score -483141 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -483434.812500 Penalty: 2716.947266
	Iteration 2F: 3 clusters Score -483434.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -483657.093750 Penalty: 2716.947266
	Iteration 3F: 3 clusters Score -483657.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -483834.437500 Penalty: 2716.947266
	Iteration 4F: 3 clusters Score -483834.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -484026.843750 Penalty: 2716.947266
	Iteration 5F: 3 clusters Score -484026.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -484199.187500 Penalty: 2716.947266
	Iteration 6Q: 3 clusters Score -484199.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -484355.187500 Penalty: 2716.947266
	Iteration 7Q: 3 clusters Score -484355.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -484482.687500 Penalty: 2716.947266
	Iteration 8Q: 3 clusters Score -484482.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -484565.375000 Penalty: 2716.947266
	Iteration 9Q: 3 clusters Score -484565.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -484616.968750 Penalty: 2716.947266
	Iteration 10Q: 3 clusters Score -484617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -484656.250000 Penalty: 2716.947266
	Iteration 11Q: 3 clusters Score -484656.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -484691.875000 Penalty: 2716.947266
	Iteration 12Q: 3 clusters Score -484691.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -484710.187500 Penalty: 2716.947266
	Iteration 13Q: 3 clusters Score -484710.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -484721.281250 Penalty: 2716.947266
	Iteration 14Q: 3 clusters Score -484721.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -484727.437500 Penalty: 2716.947266
	Iteration 15Q: 3 clusters Score -484727.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -484731.968750 Penalty: 2716.947266
	Iteration 16Q: 3 clusters Score -484732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -484733.812500 Penalty: 2716.947266
	Iteration 17Q: 3 clusters Score -484733.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -484736.187500 Penalty: 2716.947266
	Iteration 18Q: 3 clusters Score -484736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -484736.906250 Penalty: 2716.947266
	Iteration 19Q: 3 clusters Score -484736.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -484736.906250 Penalty: 2716.947266
	Iteration 20F: 3 clusters Score -484736.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -51277.496094 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -51277.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50178.019531 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -50178.02 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -50458.140625 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -50458.14 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -50594.628906 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -50594.63 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -50657.496094 Penalty: 2069.660645
	Iteration 3F: 3 clusters Score -50657.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50695.035156 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -50695.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -50727.449219 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -50727.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50756.867188 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -50756.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -50776.781250 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -50776.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -50797.312500 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -50797.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50814.906250 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -50814.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -50833.257812 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -50833.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50836.722656 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -50836.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -50836.722656 Penalty: 2069.660645
	Iteration 12F: 3 clusters Score -50836.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -171868.640625 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -171868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -170103.062500 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -170103.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -170522.406250 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -170522.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -170729.640625 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -170729.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -170866.437500 Penalty: 2391.620117
	Iteration 3F: 3 clusters Score -170866.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -170973.500000 Penalty: 2391.620117
	Iteration 4F: 3 clusters Score -170973.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -171051.468750 Penalty: 2391.620117
	Iteration 5F: 3 clusters Score -171051.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -171113.546875 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -171113.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -171171.578125 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -171171.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -171211.109375 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -171211.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171240.250000 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -171240.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -171274.609375 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -171274.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -171299.343750 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -171299.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -171313.000000 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -171313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -171319.531250 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -171319.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -171324.843750 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -171324.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -171326.781250 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -171326.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -171331.000000 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -171331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -171336.015625 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -171336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -171340.265625 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -171340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -171341.890625 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -171341.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -171343.515625 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -171343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -171343.984375 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -171344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -171343.984375 Penalty: 2391.620117
	Iteration 22F: 3 clusters Score -171344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Entering Unmasked Estep 
Score: -562683.312500 Penalty: 1382.804199
	Iteration 0F: 2 clusters Score -562683.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -558724.625000 Penalty: 2765.608398
	Iteration 0F: 3 clusters Score -558724.6 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -559810.937500 Penalty: 2765.608398
	Iteration 1F: 3 clusters Score -559810.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -560014.750000 Penalty: 2765.608398
	Iteration 2F: 3 clusters Score -560014.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -560157.687500 Penalty: 2765.608398
	Iteration 3F: 3 clusters Score -560157.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -560278.625000 Penalty: 2765.608398
	Iteration 4Q: 3 clusters Score -560278.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -560405.250000 Penalty: 2765.608398
	Iteration 5Q: 3 clusters Score -560405.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -560537.125000 Penalty: 2765.608398
	Iteration 6Q: 3 clusters Score -560537.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -560660.937500 Penalty: 2765.608398
	Iteration 7Q: 3 clusters Score -560660.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -560768.625000 Penalty: 2765.608398
	Iteration 8Q: 3 clusters Score -560768.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -560873.000000 Penalty: 2765.608398
	Iteration 9Q: 3 clusters Score -560873 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -560980.562500 Penalty: 2765.608398
	Iteration 10Q: 3 clusters Score -560980.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -561077.187500 Penalty: 2765.608398
	Iteration 11Q: 3 clusters Score -561077.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -561148.312500 Penalty: 2765.608398
	Iteration 12Q: 3 clusters Score -561148.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -561215.437500 Penalty: 2765.608398
	Iteration 13Q: 3 clusters Score -561215.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -561264.625000 Penalty: 2765.608398
	Iteration 14Q: 3 clusters Score -561264.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -561303.125000 Penalty: 2765.608398
	Iteration 15Q: 3 clusters Score -561303.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -561342.500000 Penalty: 2765.608398
	Iteration 16Q: 3 clusters Score -561342.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -561371.187500 Penalty: 2765.608398
	Iteration 17Q: 3 clusters Score -561371.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -561401.687500 Penalty: 2765.608398
	Iteration 18Q: 3 clusters Score -561401.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -561426.875000 Penalty: 2765.608398
	Iteration 19Q: 3 clusters Score -561426.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -561442.000000 Penalty: 2765.608398
	Iteration 20F: 3 clusters Score -561442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -561455.562500 Penalty: 2765.608398
	Iteration 21Q: 3 clusters Score -561455.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -561464.375000 Penalty: 2765.608398
	Iteration 22Q: 3 clusters Score -561464.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -561470.312500 Penalty: 2765.608398
	Iteration 23Q: 3 clusters Score -561470.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -561473.250000 Penalty: 2765.608398
	Iteration 24Q: 3 clusters Score -561473.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -561474.437500 Penalty: 2765.608398
	Iteration 25Q: 3 clusters Score -561474.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -561474.187500 Penalty: 2765.608398
	Iteration 26Q: 3 clusters Score -561474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -561474.625000 Penalty: 2765.608398
	Iteration 27Q: 3 clusters Score -561474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -561475.312500 Penalty: 2765.608398
	Iteration 28Q: 3 clusters Score -561475.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -561475.500000 Penalty: 2765.608398
	Iteration 29Q: 3 clusters Score -561475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -561475.937500 Penalty: 2765.608398
	Iteration 30Q: 3 clusters Score -561475.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -561477.375000 Penalty: 2765.608398
	Iteration 31Q: 3 clusters Score -561477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -561476.687500 Penalty: 2765.608398
	Iteration 32Q: 3 clusters Score -561476.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -561478.812500 Penalty: 2765.608398
	Iteration 33Q: 3 clusters Score -561478.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -561478.312500 Penalty: 2765.608398
	Iteration 34Q: 3 clusters Score -561478.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -561480.187500 Penalty: 2765.608398
	Iteration 35Q: 3 clusters Score -561480.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -561481.750000 Penalty: 2765.608398
	Iteration 36Q: 3 clusters Score -561481.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -561481.250000 Penalty: 2765.608398
	Iteration 37Q: 3 clusters Score -561481.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -561482.812500 Penalty: 2765.608398
	Iteration 38Q: 3 clusters Score -561482.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -561483.812500 Penalty: 2765.608398
	Iteration 39Q: 3 clusters Score -561483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -561485.125000 Penalty: 2765.608398
	Iteration 40F: 3 clusters Score -561485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -561484.562500 Penalty: 2765.608398
	Iteration 41Q: 3 clusters Score -561484.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -561485.625000 Penalty: 2765.608398
	Iteration 42Q: 3 clusters Score -561485.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -561487.125000 Penalty: 2765.608398
	Iteration 43Q: 3 clusters Score -561487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -561490.000000 Penalty: 2765.608398
	Iteration 44Q: 3 clusters Score -561490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -561490.125000 Penalty: 2765.608398
	Iteration 45Q: 3 clusters Score -561490.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -561491.687500 Penalty: 2765.608398
	Iteration 46Q: 3 clusters Score -561491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -561494.250000 Penalty: 2765.608398
	Iteration 47Q: 3 clusters Score -561494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -561495.062500 Penalty: 2765.608398
	Iteration 48Q: 3 clusters Score -561495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -561496.250000 Penalty: 2765.608398
	Iteration 49Q: 3 clusters Score -561496.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -561496.187500 Penalty: 2765.608398
	Iteration 50Q: 3 clusters Score -561496.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -561497.062500 Penalty: 2765.608398
	Iteration 51Q: 3 clusters Score -561497.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -561497.687500 Penalty: 2765.608398
	Iteration 52Q: 3 clusters Score -561497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -561497.062500 Penalty: 2765.608398
	Iteration 53Q: 3 clusters Score -561497.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -561497.062500 Penalty: 2765.608398
	Iteration 54F: 3 clusters Score -561497.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Entering Unmasked Estep 
Score: -186041.656250 Penalty: 1208.737305
	Iteration 0F: 2 clusters Score -186041.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -184156.687500 Penalty: 2417.474609
	Iteration 0F: 3 clusters Score -184156.7 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -184523.578125 Penalty: 2417.474609
	Iteration 1F: 3 clusters Score -184523.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -184635.156250 Penalty: 2417.474609
	Iteration 2F: 3 clusters Score -184635.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -184686.781250 Penalty: 2417.474609
	Iteration 3Q: 3 clusters Score -184686.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -184733.640625 Penalty: 2417.474609
	Iteration 4Q: 3 clusters Score -184733.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -184761.312500 Penalty: 2417.474609
	Iteration 5Q: 3 clusters Score -184761.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -184774.593750 Penalty: 2417.474609
	Iteration 6Q: 3 clusters Score -184774.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -184788.890625 Penalty: 2417.474609
	Iteration 7Q: 3 clusters Score -184788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -184797.625000 Penalty: 2417.474609
	Iteration 8Q: 3 clusters Score -184797.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -184806.859375 Penalty: 2417.474609
	Iteration 9Q: 3 clusters Score -184806.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -184821.921875 Penalty: 2417.474609
	Iteration 10Q: 3 clusters Score -184821.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -184833.406250 Penalty: 2417.474609
	Iteration 11Q: 3 clusters Score -184833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -184840.609375 Penalty: 2417.474609
	Iteration 12Q: 3 clusters Score -184840.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -184848.312500 Penalty: 2417.474609
	Iteration 13Q: 3 clusters Score -184848.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -184853.093750 Penalty: 2417.474609
	Iteration 14Q: 3 clusters Score -184853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -184859.984375 Penalty: 2417.474609
	Iteration 15Q: 3 clusters Score -184860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -184874.109375 Penalty: 2417.474609
	Iteration 16Q: 3 clusters Score -184874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -184881.875000 Penalty: 2417.474609
	Iteration 17Q: 3 clusters Score -184881.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -184888.046875 Penalty: 2417.474609
	Iteration 18Q: 3 clusters Score -184888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -184896.343750 Penalty: 2417.474609
	Iteration 19Q: 3 clusters Score -184896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -184906.984375 Penalty: 2417.474609
	Iteration 20F: 3 clusters Score -184907 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -184919.953125 Penalty: 2417.474609
	Iteration 21Q: 3 clusters Score -184920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -184938.625000 Penalty: 2417.474609
	Iteration 22Q: 3 clusters Score -184938.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -184968.046875 Penalty: 2417.474609
	Iteration 23Q: 3 clusters Score -184968 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -185005.234375 Penalty: 2417.474609
	Iteration 24Q: 3 clusters Score -185005.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -185053.828125 Penalty: 2417.474609
	Iteration 25Q: 3 clusters Score -185053.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -185104.218750 Penalty: 2417.474609
	Iteration 26Q: 3 clusters Score -185104.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -185146.531250 Penalty: 2417.474609
	Iteration 27Q: 3 clusters Score -185146.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -185175.296875 Penalty: 2417.474609
	Iteration 28Q: 3 clusters Score -185175.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -185202.125000 Penalty: 2417.474609
	Iteration 29Q: 3 clusters Score -185202.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185221.140625 Penalty: 2417.474609
	Iteration 30Q: 3 clusters Score -185221.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -185241.390625 Penalty: 2417.474609
	Iteration 31Q: 3 clusters Score -185241.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -185269.921875 Penalty: 2417.474609
	Iteration 32Q: 3 clusters Score -185269.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -185286.687500 Penalty: 2417.474609
	Iteration 33Q: 3 clusters Score -185286.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -185308.328125 Penalty: 2417.474609
	Iteration 34Q: 3 clusters Score -185308.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -185330.140625 Penalty: 2417.474609
	Iteration 35Q: 3 clusters Score -185330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -185348.281250 Penalty: 2417.474609
	Iteration 36Q: 3 clusters Score -185348.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185365.984375 Penalty: 2417.474609
	Iteration 37Q: 3 clusters Score -185366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -185383.984375 Penalty: 2417.474609
	Iteration 38Q: 3 clusters Score -185384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -185401.734375 Penalty: 2417.474609
	Iteration 39Q: 3 clusters Score -185401.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -185413.015625 Penalty: 2417.474609
	Iteration 40F: 3 clusters Score -185413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -185420.765625 Penalty: 2417.474609
	Iteration 41Q: 3 clusters Score -185420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -185423.078125 Penalty: 2417.474609
	Iteration 42Q: 3 clusters Score -185423.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -185423.765625 Penalty: 2417.474609
	Iteration 43Q: 3 clusters Score -185423.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -185423.765625 Penalty: 2417.474609
	Iteration 44F: 3 clusters Score -185423.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Entering Unmasked Estep 
Score: -5209808.500000 Penalty: 1743.074097
	Iteration 0F: 2 clusters Score -5209808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -5179330.000000 Penalty: 3486.148193
	Iteration 0F: 3 clusters Score -5179330 nChanged 21309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -5191709.000000 Penalty: 3486.148193
	Iteration 1F: 3 clusters Score -5191709 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -5192453.000000 Penalty: 3486.148193
	Iteration 2Q: 3 clusters Score -5192453 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -5193359.000000 Penalty: 3486.148193
	Iteration 3Q: 3 clusters Score -5193359 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -5194386.000000 Penalty: 3486.148193
	Iteration 4Q: 3 clusters Score -5194386 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -5195654.500000 Penalty: 3486.148193
	Iteration 5F: 3 clusters Score -5195654 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5197010.000000 Penalty: 3486.148193
	Iteration 6F: 3 clusters Score -5197010 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -5198632.500000 Penalty: 3486.148193
	Iteration 7F: 3 clusters Score -5198632 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -5200703.000000 Penalty: 3486.148193
	Iteration 8F: 3 clusters Score -5200703 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -5202656.500000 Penalty: 3486.148193
	Iteration 9F: 3 clusters Score -5202656 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -5204062.500000 Penalty: 3486.148193
	Iteration 10F: 3 clusters Score -5204062 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5204905.500000 Penalty: 3486.148193
	Iteration 11Q: 3 clusters Score -5204906 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5205469.500000 Penalty: 3486.148193
	Iteration 12Q: 3 clusters Score -5205470 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23862 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -5205860.000000 Penalty: 3486.148193
	Iteration 13Q: 3 clusters Score -5205860 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -5206194.500000 Penalty: 3486.148193
	Iteration 14Q: 3 clusters Score -5206194 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5206540.500000 Penalty: 3486.148193
	Iteration 15Q: 3 clusters Score -5206540 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5206788.000000 Penalty: 3486.148193
	Iteration 16Q: 3 clusters Score -5206788 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -5207093.500000 Penalty: 3486.148193
	Iteration 17Q: 3 clusters Score -5207094 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -5207323.500000 Penalty: 3486.148193
	Iteration 18Q: 3 clusters Score -5207324 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -5207541.000000 Penalty: 3486.148193
	Iteration 19Q: 3 clusters Score -5207541 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -5207752.500000 Penalty: 3486.148193
	Iteration 20F: 3 clusters Score -5207752 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5207939.000000 Penalty: 3486.148193
	Iteration 21Q: 3 clusters Score -5207939 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -5208104.000000 Penalty: 3486.148193
	Iteration 22Q: 3 clusters Score -5208104 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -5208303.500000 Penalty: 3486.148193
	Iteration 23Q: 3 clusters Score -5208304 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -5208553.500000 Penalty: 3486.148193
	Iteration 24Q: 3 clusters Score -5208554 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -5208733.500000 Penalty: 3486.148193
	Iteration 25Q: 3 clusters Score -5208734 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -5208919.500000 Penalty: 3486.148193
	Iteration 26Q: 3 clusters Score -5208920 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -5209126.000000 Penalty: 3486.148193
	Iteration 27Q: 3 clusters Score -5209126 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -5209302.500000 Penalty: 3486.148193
	Iteration 28Q: 3 clusters Score -5209302 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -5209452.000000 Penalty: 3486.148193
	Iteration 29Q: 3 clusters Score -5209452 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5209625.000000 Penalty: 3486.148193
	Iteration 30Q: 3 clusters Score -5209625 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -5209761.500000 Penalty: 3486.148193
	Iteration 31Q: 3 clusters Score -5209762 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5209890.500000 Penalty: 3486.148193
	Iteration 32Q: 3 clusters Score -5209890 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 29143 members 
Entering Unmasked Estep 
Score: -5210006.500000 Penalty: 3486.148193
	Iteration 33Q: 3 clusters Score -5210006 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -5210101.500000 Penalty: 3486.148193
	Iteration 34Q: 3 clusters Score -5210102 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -5210172.500000 Penalty: 3486.148193
	Iteration 35Q: 3 clusters Score -5210172 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -5210229.500000 Penalty: 3486.148193
	Iteration 36Q: 3 clusters Score -5210230 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -5210284.000000 Penalty: 3486.148193
	Iteration 37Q: 3 clusters Score -5210284 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -5210310.500000 Penalty: 3486.148193
	Iteration 38Q: 3 clusters Score -5210310 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5210341.500000 Penalty: 3486.148193
	Iteration 39Q: 3 clusters Score -5210342 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -5210374.000000 Penalty: 3486.148193
	Iteration 40F: 3 clusters Score -5210374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -5210394.500000 Penalty: 3486.148193
	Iteration 41Q: 3 clusters Score -5210394 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -5210425.000000 Penalty: 3486.148193
	Iteration 42Q: 3 clusters Score -5210425 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -5210427.500000 Penalty: 3486.148193
	Iteration 43Q: 3 clusters Score -5210428 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14138 members 
Mstep: Class 2 contains 31414 members 
Entering Unmasked Estep 
Score: -5210434.000000 Penalty: 3486.148193
	Iteration 44Q: 3 clusters Score -5210434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5210456.000000 Penalty: 3486.148193
	Iteration 45Q: 3 clusters Score -5210456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 31567 members 
Entering Unmasked Estep 
Score: -5210463.000000 Penalty: 3486.148193
	Iteration 46Q: 3 clusters Score -5210463 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -5210467.500000 Penalty: 3486.148193
	Iteration 47Q: 3 clusters Score -5210468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -5210475.000000 Penalty: 3486.148193
	Iteration 48Q: 3 clusters Score -5210475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -5210469.000000 Penalty: 3486.148193
	Iteration 49Q: 3 clusters Score -5210469 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -5210471.000000 Penalty: 3486.148193
	Iteration 50Q: 3 clusters Score -5210471 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 31831 members 
Entering Unmasked Estep 
Score: -5210481.500000 Penalty: 3486.148193
	Iteration 51Q: 3 clusters Score -5210482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -5210489.000000 Penalty: 3486.148193
	Iteration 52Q: 3 clusters Score -5210489 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -5210495.500000 Penalty: 3486.148193
	Iteration 53Q: 3 clusters Score -5210496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -5210498.500000 Penalty: 3486.148193
	Iteration 54Q: 3 clusters Score -5210498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -5210485.500000 Penalty: 3486.148193
	Iteration 55Q: 3 clusters Score -5210486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -5210478.000000 Penalty: 3486.148193
	Iteration 56Q: 3 clusters Score -5210478 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -5210480.000000 Penalty: 3486.148193
	Iteration 57Q: 3 clusters Score -5210480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 32110 members 
Entering Unmasked Estep 
Score: -5210476.000000 Penalty: 3486.148193
	Iteration 58Q: 3 clusters Score -5210476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -5210476.500000 Penalty: 3486.148193
	Iteration 59Q: 3 clusters Score -5210476 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -5210485.000000 Penalty: 3486.148193
	Iteration 60F: 3 clusters Score -5210485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -5210487.000000 Penalty: 3486.148193
	Iteration 61Q: 3 clusters Score -5210487 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 32237 members 
Entering Unmasked Estep 
Score: -5210476.500000 Penalty: 3486.148193
	Iteration 62Q: 3 clusters Score -5210476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -5210482.000000 Penalty: 3486.148193
	Iteration 63Q: 3 clusters Score -5210482 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -5210483.500000 Penalty: 3486.148193
	Iteration 64Q: 3 clusters Score -5210484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -5210485.500000 Penalty: 3486.148193
	Iteration 65Q: 3 clusters Score -5210486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -5210489.000000 Penalty: 3486.148193
	Iteration 66Q: 3 clusters Score -5210489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -5210495.500000 Penalty: 3486.148193
	Iteration 67Q: 3 clusters Score -5210496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -5210504.000000 Penalty: 3486.148193
	Iteration 68Q: 3 clusters Score -5210504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -5210522.500000 Penalty: 3486.148193
	Iteration 69Q: 3 clusters Score -5210522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -5210513.500000 Penalty: 3486.148193
	Iteration 70Q: 3 clusters Score -5210514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -5210515.500000 Penalty: 3486.148193
	Iteration 71Q: 3 clusters Score -5210516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -5210518.000000 Penalty: 3486.148193
	Iteration 72Q: 3 clusters Score -5210518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -5210514.000000 Penalty: 3486.148193
	Iteration 73Q: 3 clusters Score -5210514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -5210517.500000 Penalty: 3486.148193
	Iteration 74Q: 3 clusters Score -5210518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -5210522.000000 Penalty: 3486.148193
	Iteration 75Q: 3 clusters Score -5210522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -5210526.500000 Penalty: 3486.148193
	Iteration 76Q: 3 clusters Score -5210526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -5210525.000000 Penalty: 3486.148193
	Iteration 77Q: 3 clusters Score -5210525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -5210530.500000 Penalty: 3486.148193
	Iteration 78Q: 3 clusters Score -5210530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -5210532.500000 Penalty: 3486.148193
	Iteration 79Q: 3 clusters Score -5210532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -5210531.000000 Penalty: 3486.148193
	Iteration 80F: 3 clusters Score -5210531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -5210527.500000 Penalty: 3486.148193
	Iteration 81Q: 3 clusters Score -5210528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -5210523.500000 Penalty: 3486.148193
	Iteration 82Q: 3 clusters Score -5210524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5210522.000000 Penalty: 3486.148193
	Iteration 83Q: 3 clusters Score -5210522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5210522.000000 Penalty: 3486.148193
	Iteration 84F: 3 clusters Score -5210522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 12948 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 749 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 32604 members 
Entering Unmasked Estep 
Score: -40140280.000000 Penalty: 97747.859375
Splitting cluster 13 changes total score from -40140160.000000 to -40140280.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 14 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -126963.453125 Penalty: 1138.588013
	Iteration 0F: 2 clusters Score -126963.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125441.296875 Penalty: 2277.176025
	Iteration 0F: 3 clusters Score -125441.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125706.953125 Penalty: 2277.176025
	Iteration 1F: 3 clusters Score -125707 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125774.179688 Penalty: 2277.176025
	Iteration 2F: 3 clusters Score -125774.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -125802.281250 Penalty: 2277.176025
	Iteration 3Q: 3 clusters Score -125802.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -125822.812500 Penalty: 2277.176025
	Iteration 4Q: 3 clusters Score -125822.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -125832.375000 Penalty: 2277.176025
	Iteration 5Q: 3 clusters Score -125832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -125836.625000 Penalty: 2277.176025
	Iteration 6Q: 3 clusters Score -125836.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -125837.601562 Penalty: 2277.176025
	Iteration 7Q: 3 clusters Score -125837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125838.656250 Penalty: 2277.176025
	Iteration 8Q: 3 clusters Score -125838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125839.585938 Penalty: 2277.176025
	Iteration 9Q: 3 clusters Score -125839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -125840.937500 Penalty: 2277.176025
	Iteration 10Q: 3 clusters Score -125840.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -125842.609375 Penalty: 2277.176025
	Iteration 11Q: 3 clusters Score -125842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -125845.382812 Penalty: 2277.176025
	Iteration 12Q: 3 clusters Score -125845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125845.796875 Penalty: 2277.176025
	Iteration 13Q: 3 clusters Score -125845.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -125845.796875 Penalty: 2277.176025
	Iteration 14F: 3 clusters Score -125845.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Entering Unmasked Estep 
Score: -2083032.625000 Penalty: 1594.961548
	Iteration 0F: 2 clusters Score -2083033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2070378.125000 Penalty: 3189.923096
	Iteration 0F: 3 clusters Score -2070378 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -2075032.250000 Penalty: 3189.923096
	Iteration 1F: 3 clusters Score -2075032 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2075581.375000 Penalty: 3189.923096
	Iteration 2F: 3 clusters Score -2075581 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2076362.250000 Penalty: 3189.923096
	Iteration 3F: 3 clusters Score -2076362 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -2077288.750000 Penalty: 3189.923096
	Iteration 4F: 3 clusters Score -2077289 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2078255.875000 Penalty: 3189.923096
	Iteration 5F: 3 clusters Score -2078256 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -2079093.000000 Penalty: 3189.923096
	Iteration 6F: 3 clusters Score -2079093 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2079747.500000 Penalty: 3189.923096
	Iteration 7F: 3 clusters Score -2079748 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2080240.125000 Penalty: 3189.923096
	Iteration 8Q: 3 clusters Score -2080240 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2080663.750000 Penalty: 3189.923096
	Iteration 9Q: 3 clusters Score -2080664 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2081069.125000 Penalty: 3189.923096
	Iteration 10Q: 3 clusters Score -2081069 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2081406.625000 Penalty: 3189.923096
	Iteration 11Q: 3 clusters Score -2081407 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2081659.625000 Penalty: 3189.923096
	Iteration 12Q: 3 clusters Score -2081660 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2081803.375000 Penalty: 3189.923096
	Iteration 13Q: 3 clusters Score -2081803 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2081909.875000 Penalty: 3189.923096
	Iteration 14Q: 3 clusters Score -2081910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2081999.375000 Penalty: 3189.923096
	Iteration 15Q: 3 clusters Score -2081999 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2082067.625000 Penalty: 3189.923096
	Iteration 16Q: 3 clusters Score -2082068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2082112.250000 Penalty: 3189.923096
	Iteration 17Q: 3 clusters Score -2082112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2082153.875000 Penalty: 3189.923096
	Iteration 18Q: 3 clusters Score -2082154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2082173.250000 Penalty: 3189.923096
	Iteration 19Q: 3 clusters Score -2082173 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2082185.375000 Penalty: 3189.923096
	Iteration 20F: 3 clusters Score -2082185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2082186.625000 Penalty: 3189.923096
	Iteration 21Q: 3 clusters Score -2082187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2082194.250000 Penalty: 3189.923096
	Iteration 22Q: 3 clusters Score -2082194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2082199.125000 Penalty: 3189.923096
	Iteration 23Q: 3 clusters Score -2082199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2082203.875000 Penalty: 3189.923096
	Iteration 24Q: 3 clusters Score -2082204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2082208.750000 Penalty: 3189.923096
	Iteration 25Q: 3 clusters Score -2082209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2082215.750000 Penalty: 3189.923096
	Iteration 26Q: 3 clusters Score -2082216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2082219.750000 Penalty: 3189.923096
	Iteration 27Q: 3 clusters Score -2082220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2082228.625000 Penalty: 3189.923096
	Iteration 28Q: 3 clusters Score -2082229 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2082230.375000 Penalty: 3189.923096
	Iteration 29Q: 3 clusters Score -2082230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2082235.125000 Penalty: 3189.923096
	Iteration 30Q: 3 clusters Score -2082235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2082242.250000 Penalty: 3189.923096
	Iteration 31Q: 3 clusters Score -2082242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2082246.875000 Penalty: 3189.923096
	Iteration 32Q: 3 clusters Score -2082247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2082246.875000 Penalty: 3189.923096
	Iteration 33Q: 3 clusters Score -2082247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2082242.500000 Penalty: 3189.923096
	Iteration 34Q: 3 clusters Score -2082242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2082248.375000 Penalty: 3189.923096
	Iteration 35Q: 3 clusters Score -2082248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2082248.750000 Penalty: 3189.923096
	Iteration 36Q: 3 clusters Score -2082249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2082252.750000 Penalty: 3189.923096
	Iteration 37Q: 3 clusters Score -2082253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2082256.125000 Penalty: 3189.923096
	Iteration 38Q: 3 clusters Score -2082256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2082258.000000 Penalty: 3189.923096
	Iteration 39Q: 3 clusters Score -2082258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2082259.125000 Penalty: 3189.923096
	Iteration 40F: 3 clusters Score -2082259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2082260.875000 Penalty: 3189.923096
	Iteration 41Q: 3 clusters Score -2082261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2082257.875000 Penalty: 3189.923096
	Iteration 42Q: 3 clusters Score -2082258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2082258.375000 Penalty: 3189.923096
	Iteration 43Q: 3 clusters Score -2082258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2082256.500000 Penalty: 3189.923096
	Iteration 44Q: 3 clusters Score -2082256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2082255.250000 Penalty: 3189.923096
	Iteration 45Q: 3 clusters Score -2082255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2082256.000000 Penalty: 3189.923096
	Iteration 46Q: 3 clusters Score -2082256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2082257.000000 Penalty: 3189.923096
	Iteration 47Q: 3 clusters Score -2082257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2082257.000000 Penalty: 3189.923096
	Iteration 48F: 3 clusters Score -2082257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -984275.437500 Penalty: 1475.685669
	Iteration 0F: 2 clusters Score -984275.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -977868.437500 Penalty: 2951.371338
	Iteration 0F: 3 clusters Score -977868.4 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -979825.437500 Penalty: 2951.371338
	Iteration 1F: 3 clusters Score -979825.4 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -980090.187500 Penalty: 2951.371338
	Iteration 2F: 3 clusters Score -980090.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -980339.875000 Penalty: 2951.371338
	Iteration 3F: 3 clusters Score -980339.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -980630.125000 Penalty: 2951.371338
	Iteration 4F: 3 clusters Score -980630.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -981020.187500 Penalty: 2951.371338
	Iteration 5F: 3 clusters Score -981020.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -981594.625000 Penalty: 2951.371338
	Iteration 6F: 3 clusters Score -981594.6 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -982360.687500 Penalty: 2951.371338
	Iteration 7F: 3 clusters Score -982360.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -983070.437500 Penalty: 2951.371338
	Iteration 8F: 3 clusters Score -983070.4 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -983573.500000 Penalty: 2951.371338
	Iteration 9F: 3 clusters Score -983573.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -983832.187500 Penalty: 2951.371338
	Iteration 10Q: 3 clusters Score -983832.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -983982.437500 Penalty: 2951.371338
	Iteration 11Q: 3 clusters Score -983982.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -984092.250000 Penalty: 2951.371338
	Iteration 12Q: 3 clusters Score -984092.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -984161.375000 Penalty: 2951.371338
	Iteration 13Q: 3 clusters Score -984161.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -984207.250000 Penalty: 2951.371338
	Iteration 14Q: 3 clusters Score -984207.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -984243.000000 Penalty: 2951.371338
	Iteration 15Q: 3 clusters Score -984243 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -984273.375000 Penalty: 2951.371338
	Iteration 16Q: 3 clusters Score -984273.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -984300.500000 Penalty: 2951.371338
	Iteration 17Q: 3 clusters Score -984300.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -984316.000000 Penalty: 2951.371338
	Iteration 18Q: 3 clusters Score -984316 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -984327.750000 Penalty: 2951.371338
	Iteration 19Q: 3 clusters Score -984327.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -984335.687500 Penalty: 2951.371338
	Iteration 20F: 3 clusters Score -984335.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -984342.875000 Penalty: 2951.371338
	Iteration 21Q: 3 clusters Score -984342.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -984346.187500 Penalty: 2951.371338
	Iteration 22Q: 3 clusters Score -984346.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -984346.312500 Penalty: 2951.371338
	Iteration 23Q: 3 clusters Score -984346.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -984347.187500 Penalty: 2951.371338
	Iteration 24Q: 3 clusters Score -984347.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -984350.937500 Penalty: 2951.371338
	Iteration 25Q: 3 clusters Score -984350.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -984352.437500 Penalty: 2951.371338
	Iteration 26Q: 3 clusters Score -984352.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -984352.500000 Penalty: 2951.371338
	Iteration 27Q: 3 clusters Score -984352.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -984352.750000 Penalty: 2951.371338
	Iteration 28Q: 3 clusters Score -984352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -984354.000000 Penalty: 2951.371338
	Iteration 29Q: 3 clusters Score -984354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -984354.187500 Penalty: 2951.371338
	Iteration 30Q: 3 clusters Score -984354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -984353.562500 Penalty: 2951.371338
	Iteration 31Q: 3 clusters Score -984353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -984353.562500 Penalty: 2951.371338
	Iteration 32F: 3 clusters Score -984353.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 12948 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 3605 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 749 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 32604 members 
Mstep: Class 48 contains 5183 members 
Entering Unmasked Estep 
Score: -40139772.000000 Penalty: 99827.601562
Splitting cluster 16 changes total score from -40140160.000000 to -40139772.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -67057.601562 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -67057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65835.453125 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -65835.45 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66031.648438 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -66031.65 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66097.828125 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -66097.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66139.140625 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -66139.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -66172.132812 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -66172.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66183.632812 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -66183.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66198.835938 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -66198.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66212.398438 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -66212.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66226.945312 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -66226.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66239.804688 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -66239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66244.453125 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -66244.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66245.710938 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -66245.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66246.468750 Penalty: 2123.953369
	Iteration 12Q: 3 clusters Score -66246.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66246.468750 Penalty: 2123.953369
	Iteration 13F: 3 clusters Score -66246.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -584182.000000 Penalty: 1391.569458
	Iteration 0F: 2 clusters Score -584182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -580068.625000 Penalty: 2783.138916
	Iteration 0F: 3 clusters Score -580068.6 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -581273.437500 Penalty: 2783.138916
	Iteration 1F: 3 clusters Score -581273.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -581531.187500 Penalty: 2783.138916
	Iteration 2F: 3 clusters Score -581531.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -581784.562500 Penalty: 2783.138916
	Iteration 3F: 3 clusters Score -581784.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -582063.750000 Penalty: 2783.138916
	Iteration 4F: 3 clusters Score -582063.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -582372.000000 Penalty: 2783.138916
	Iteration 5F: 3 clusters Score -582372 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -582702.812500 Penalty: 2783.138916
	Iteration 6F: 3 clusters Score -582702.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -583017.437500 Penalty: 2783.138916
	Iteration 7F: 3 clusters Score -583017.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -583204.625000 Penalty: 2783.138916
	Iteration 8Q: 3 clusters Score -583204.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -583305.687500 Penalty: 2783.138916
	Iteration 9Q: 3 clusters Score -583305.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -583370.750000 Penalty: 2783.138916
	Iteration 10Q: 3 clusters Score -583370.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -583423.812500 Penalty: 2783.138916
	Iteration 11Q: 3 clusters Score -583423.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -583448.500000 Penalty: 2783.138916
	Iteration 12Q: 3 clusters Score -583448.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -583465.562500 Penalty: 2783.138916
	Iteration 13Q: 3 clusters Score -583465.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -583489.625000 Penalty: 2783.138916
	Iteration 14Q: 3 clusters Score -583489.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -583503.687500 Penalty: 2783.138916
	Iteration 15Q: 3 clusters Score -583503.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -583510.500000 Penalty: 2783.138916
	Iteration 16Q: 3 clusters Score -583510.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -583516.312500 Penalty: 2783.138916
	Iteration 17Q: 3 clusters Score -583516.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -583524.312500 Penalty: 2783.138916
	Iteration 18Q: 3 clusters Score -583524.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -583528.187500 Penalty: 2783.138916
	Iteration 19Q: 3 clusters Score -583528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -583534.562500 Penalty: 2783.138916
	Iteration 20F: 3 clusters Score -583534.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -583537.437500 Penalty: 2783.138916
	Iteration 21Q: 3 clusters Score -583537.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -583543.687500 Penalty: 2783.138916
	Iteration 22Q: 3 clusters Score -583543.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -583545.312500 Penalty: 2783.138916
	Iteration 23Q: 3 clusters Score -583545.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -583550.125000 Penalty: 2783.138916
	Iteration 24Q: 3 clusters Score -583550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -583553.500000 Penalty: 2783.138916
	Iteration 25Q: 3 clusters Score -583553.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -583554.375000 Penalty: 2783.138916
	Iteration 26Q: 3 clusters Score -583554.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -583560.750000 Penalty: 2783.138916
	Iteration 27Q: 3 clusters Score -583560.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -583565.125000 Penalty: 2783.138916
	Iteration 28Q: 3 clusters Score -583565.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -583570.312500 Penalty: 2783.138916
	Iteration 29Q: 3 clusters Score -583570.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -583577.125000 Penalty: 2783.138916
	Iteration 30Q: 3 clusters Score -583577.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -583584.937500 Penalty: 2783.138916
	Iteration 31Q: 3 clusters Score -583584.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -583588.562500 Penalty: 2783.138916
	Iteration 32Q: 3 clusters Score -583588.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -583593.500000 Penalty: 2783.138916
	Iteration 33Q: 3 clusters Score -583593.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -583598.000000 Penalty: 2783.138916
	Iteration 34Q: 3 clusters Score -583598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -583599.562500 Penalty: 2783.138916
	Iteration 35Q: 3 clusters Score -583599.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -583603.000000 Penalty: 2783.138916
	Iteration 36Q: 3 clusters Score -583603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -583604.437500 Penalty: 2783.138916
	Iteration 37Q: 3 clusters Score -583604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -583604.375000 Penalty: 2783.138916
	Iteration 38Q: 3 clusters Score -583604.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -583606.937500 Penalty: 2783.138916
	Iteration 39Q: 3 clusters Score -583606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -583608.875000 Penalty: 2783.138916
	Iteration 40F: 3 clusters Score -583608.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -583610.812500 Penalty: 2783.138916
	Iteration 41Q: 3 clusters Score -583610.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -583615.437500 Penalty: 2783.138916
	Iteration 42Q: 3 clusters Score -583615.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -583617.125000 Penalty: 2783.138916
	Iteration 43Q: 3 clusters Score -583617.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -583618.562500 Penalty: 2783.138916
	Iteration 44Q: 3 clusters Score -583618.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -583622.625000 Penalty: 2783.138916
	Iteration 45Q: 3 clusters Score -583622.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -583627.062500 Penalty: 2783.138916
	Iteration 46Q: 3 clusters Score -583627.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -583630.250000 Penalty: 2783.138916
	Iteration 47Q: 3 clusters Score -583630.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -583633.812500 Penalty: 2783.138916
	Iteration 48Q: 3 clusters Score -583633.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -583636.875000 Penalty: 2783.138916
	Iteration 49Q: 3 clusters Score -583636.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -583639.250000 Penalty: 2783.138916
	Iteration 50Q: 3 clusters Score -583639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -583642.187500 Penalty: 2783.138916
	Iteration 51Q: 3 clusters Score -583642.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -583645.625000 Penalty: 2783.138916
	Iteration 52Q: 3 clusters Score -583645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -583648.187500 Penalty: 2783.138916
	Iteration 53Q: 3 clusters Score -583648.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -583651.625000 Penalty: 2783.138916
	Iteration 54Q: 3 clusters Score -583651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -583654.937500 Penalty: 2783.138916
	Iteration 55Q: 3 clusters Score -583654.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -583657.187500 Penalty: 2783.138916
	Iteration 56Q: 3 clusters Score -583657.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -583660.937500 Penalty: 2783.138916
	Iteration 57Q: 3 clusters Score -583660.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -583661.750000 Penalty: 2783.138916
	Iteration 58Q: 3 clusters Score -583661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -583665.125000 Penalty: 2783.138916
	Iteration 59Q: 3 clusters Score -583665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -583665.750000 Penalty: 2783.138916
	Iteration 60F: 3 clusters Score -583665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -583666.562500 Penalty: 2783.138916
	Iteration 61Q: 3 clusters Score -583666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -583668.500000 Penalty: 2783.138916
	Iteration 62Q: 3 clusters Score -583668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -583669.875000 Penalty: 2783.138916
	Iteration 63Q: 3 clusters Score -583669.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -583670.062500 Penalty: 2783.138916
	Iteration 64Q: 3 clusters Score -583670.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -583671.250000 Penalty: 2783.138916
	Iteration 65Q: 3 clusters Score -583671.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -583674.437500 Penalty: 2783.138916
	Iteration 66Q: 3 clusters Score -583674.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -583674.812500 Penalty: 2783.138916
	Iteration 67Q: 3 clusters Score -583674.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -583676.937500 Penalty: 2783.138916
	Iteration 68Q: 3 clusters Score -583676.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -583679.875000 Penalty: 2783.138916
	Iteration 69Q: 3 clusters Score -583679.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -583679.312500 Penalty: 2783.138916
	Iteration 70Q: 3 clusters Score -583679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -583682.062500 Penalty: 2783.138916
	Iteration 71Q: 3 clusters Score -583682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -583682.625000 Penalty: 2783.138916
	Iteration 72Q: 3 clusters Score -583682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -583685.250000 Penalty: 2783.138916
	Iteration 73Q: 3 clusters Score -583685.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -583686.625000 Penalty: 2783.138916
	Iteration 74Q: 3 clusters Score -583686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -583687.000000 Penalty: 2783.138916
	Iteration 75Q: 3 clusters Score -583687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -583687.000000 Penalty: 2783.138916
	Iteration 76F: 3 clusters Score -583687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -693299.437500 Penalty: 1414.535522
	Iteration 0F: 2 clusters Score -693299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -688681.187500 Penalty: 2829.071045
	Iteration 0F: 3 clusters Score -688681.2 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -690070.562500 Penalty: 2829.071045
	Iteration 1F: 3 clusters Score -690070.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -690269.375000 Penalty: 2829.071045
	Iteration 2F: 3 clusters Score -690269.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -690380.375000 Penalty: 2829.071045
	Iteration 3Q: 3 clusters Score -690380.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -690469.812500 Penalty: 2829.071045
	Iteration 4Q: 3 clusters Score -690469.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -690537.500000 Penalty: 2829.071045
	Iteration 5Q: 3 clusters Score -690537.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -690592.687500 Penalty: 2829.071045
	Iteration 6Q: 3 clusters Score -690592.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -690638.687500 Penalty: 2829.071045
	Iteration 7Q: 3 clusters Score -690638.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -690676.250000 Penalty: 2829.071045
	Iteration 8Q: 3 clusters Score -690676.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -690720.812500 Penalty: 2829.071045
	Iteration 9Q: 3 clusters Score -690720.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -690759.500000 Penalty: 2829.071045
	Iteration 10Q: 3 clusters Score -690759.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -690798.312500 Penalty: 2829.071045
	Iteration 11Q: 3 clusters Score -690798.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -690844.062500 Penalty: 2829.071045
	Iteration 12Q: 3 clusters Score -690844.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -690889.125000 Penalty: 2829.071045
	Iteration 13Q: 3 clusters Score -690889.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -690946.375000 Penalty: 2829.071045
	Iteration 14Q: 3 clusters Score -690946.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -691014.687500 Penalty: 2829.071045
	Iteration 15Q: 3 clusters Score -691014.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -691085.000000 Penalty: 2829.071045
	Iteration 16Q: 3 clusters Score -691085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -691162.000000 Penalty: 2829.071045
	Iteration 17Q: 3 clusters Score -691162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -691245.062500 Penalty: 2829.071045
	Iteration 18Q: 3 clusters Score -691245.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -691337.562500 Penalty: 2829.071045
	Iteration 19Q: 3 clusters Score -691337.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -691438.562500 Penalty: 2829.071045
	Iteration 20F: 3 clusters Score -691438.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -691537.625000 Penalty: 2829.071045
	Iteration 21Q: 3 clusters Score -691537.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -691643.062500 Penalty: 2829.071045
	Iteration 22Q: 3 clusters Score -691643.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -691709.750000 Penalty: 2829.071045
	Iteration 23Q: 3 clusters Score -691709.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -691762.750000 Penalty: 2829.071045
	Iteration 24Q: 3 clusters Score -691762.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -691817.562500 Penalty: 2829.071045
	Iteration 25Q: 3 clusters Score -691817.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -691875.187500 Penalty: 2829.071045
	Iteration 26Q: 3 clusters Score -691875.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -691924.500000 Penalty: 2829.071045
	Iteration 27Q: 3 clusters Score -691924.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -691969.750000 Penalty: 2829.071045
	Iteration 28Q: 3 clusters Score -691969.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -692014.750000 Penalty: 2829.071045
	Iteration 29Q: 3 clusters Score -692014.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -692041.500000 Penalty: 2829.071045
	Iteration 30Q: 3 clusters Score -692041.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -692060.312500 Penalty: 2829.071045
	Iteration 31Q: 3 clusters Score -692060.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -692077.875000 Penalty: 2829.071045
	Iteration 32Q: 3 clusters Score -692077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -692089.562500 Penalty: 2829.071045
	Iteration 33Q: 3 clusters Score -692089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -692097.625000 Penalty: 2829.071045
	Iteration 34Q: 3 clusters Score -692097.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -692107.562500 Penalty: 2829.071045
	Iteration 35Q: 3 clusters Score -692107.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -692115.125000 Penalty: 2829.071045
	Iteration 36Q: 3 clusters Score -692115.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -692120.125000 Penalty: 2829.071045
	Iteration 37Q: 3 clusters Score -692120.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -692124.375000 Penalty: 2829.071045
	Iteration 38Q: 3 clusters Score -692124.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -692126.625000 Penalty: 2829.071045
	Iteration 39Q: 3 clusters Score -692126.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -692126.625000 Penalty: 2829.071045
	Iteration 40F: 3 clusters Score -692126.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -103923.000000 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -103923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -102529.195312 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -102529.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102780.414062 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -102780.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -102874.500000 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -102874.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -102940.984375 Penalty: 2233.778320
	Iteration 3F: 3 clusters Score -102941 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103009.031250 Penalty: 2233.778320
	Iteration 4Q: 3 clusters Score -103009 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -103089.789062 Penalty: 2233.778320
	Iteration 5Q: 3 clusters Score -103089.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -103146.570312 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -103146.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103190.101562 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -103190.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103239.460938 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -103239.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103277.523438 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -103277.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103325.609375 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -103325.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -103376.226562 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -103376.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103409.570312 Penalty: 2233.778320
	Iteration 12Q: 3 clusters Score -103409.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103425.234375 Penalty: 2233.778320
	Iteration 13Q: 3 clusters Score -103425.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103433.164062 Penalty: 2233.778320
	Iteration 14Q: 3 clusters Score -103433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103439.585938 Penalty: 2233.778320
	Iteration 15Q: 3 clusters Score -103439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103440.335938 Penalty: 2233.778320
	Iteration 16Q: 3 clusters Score -103440.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103441.429688 Penalty: 2233.778320
	Iteration 17Q: 3 clusters Score -103441.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103442.523438 Penalty: 2233.778320
	Iteration 18Q: 3 clusters Score -103442.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103442.523438 Penalty: 2233.778320
	Iteration 19F: 3 clusters Score -103442.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Entering Unmasked Estep 
Score: -507585.656250 Penalty: 1362.122070
	Iteration 0F: 2 clusters Score -507585.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -504019.000000 Penalty: 2724.244141
	Iteration 0F: 3 clusters Score -504019 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -504991.843750 Penalty: 2724.244141
	Iteration 1F: 3 clusters Score -504991.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -505192.000000 Penalty: 2724.244141
	Iteration 2F: 3 clusters Score -505192 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -505318.375000 Penalty: 2724.244141
	Iteration 3F: 3 clusters Score -505318.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -505430.687500 Penalty: 2724.244141
	Iteration 4Q: 3 clusters Score -505430.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -505528.750000 Penalty: 2724.244141
	Iteration 5Q: 3 clusters Score -505528.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -505621.656250 Penalty: 2724.244141
	Iteration 6Q: 3 clusters Score -505621.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -505709.625000 Penalty: 2724.244141
	Iteration 7Q: 3 clusters Score -505709.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -505790.000000 Penalty: 2724.244141
	Iteration 8Q: 3 clusters Score -505790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -505855.468750 Penalty: 2724.244141
	Iteration 9Q: 3 clusters Score -505855.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -505930.156250 Penalty: 2724.244141
	Iteration 10Q: 3 clusters Score -505930.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -506012.843750 Penalty: 2724.244141
	Iteration 11Q: 3 clusters Score -506012.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -506081.468750 Penalty: 2724.244141
	Iteration 12Q: 3 clusters Score -506081.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -506168.218750 Penalty: 2724.244141
	Iteration 13Q: 3 clusters Score -506168.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -506245.000000 Penalty: 2724.244141
	Iteration 14Q: 3 clusters Score -506245 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -506303.781250 Penalty: 2724.244141
	Iteration 15Q: 3 clusters Score -506303.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -506338.843750 Penalty: 2724.244141
	Iteration 16Q: 3 clusters Score -506338.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -506368.500000 Penalty: 2724.244141
	Iteration 17Q: 3 clusters Score -506368.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -506397.906250 Penalty: 2724.244141
	Iteration 18Q: 3 clusters Score -506397.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -506420.468750 Penalty: 2724.244141
	Iteration 19Q: 3 clusters Score -506420.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -506437.843750 Penalty: 2724.244141
	Iteration 20F: 3 clusters Score -506437.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -506450.562500 Penalty: 2724.244141
	Iteration 21Q: 3 clusters Score -506450.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -506461.031250 Penalty: 2724.244141
	Iteration 22Q: 3 clusters Score -506461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -506470.500000 Penalty: 2724.244141
	Iteration 23Q: 3 clusters Score -506470.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -506480.250000 Penalty: 2724.244141
	Iteration 24Q: 3 clusters Score -506480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -506484.593750 Penalty: 2724.244141
	Iteration 25Q: 3 clusters Score -506484.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -506492.250000 Penalty: 2724.244141
	Iteration 26Q: 3 clusters Score -506492.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -506496.281250 Penalty: 2724.244141
	Iteration 27Q: 3 clusters Score -506496.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -506496.281250 Penalty: 2724.244141
	Iteration 28F: 3 clusters Score -506496.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -523870.406250 Penalty: 1371.164307
	Iteration 0F: 2 clusters Score -523870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -520142.375000 Penalty: 2742.328613
	Iteration 0F: 3 clusters Score -520142.4 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -521194.468750 Penalty: 2742.328613
	Iteration 1F: 3 clusters Score -521194.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -521400.937500 Penalty: 2742.328613
	Iteration 2F: 3 clusters Score -521400.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -521542.031250 Penalty: 2742.328613
	Iteration 3F: 3 clusters Score -521542 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -521672.781250 Penalty: 2742.328613
	Iteration 4Q: 3 clusters Score -521672.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -521756.906250 Penalty: 2742.328613
	Iteration 5Q: 3 clusters Score -521756.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -521815.531250 Penalty: 2742.328613
	Iteration 6Q: 3 clusters Score -521815.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -521865.500000 Penalty: 2742.328613
	Iteration 7Q: 3 clusters Score -521865.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -521910.218750 Penalty: 2742.328613
	Iteration 8Q: 3 clusters Score -521910.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -521945.718750 Penalty: 2742.328613
	Iteration 9Q: 3 clusters Score -521945.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -521975.281250 Penalty: 2742.328613
	Iteration 10Q: 3 clusters Score -521975.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -522010.687500 Penalty: 2742.328613
	Iteration 11Q: 3 clusters Score -522010.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -522053.437500 Penalty: 2742.328613
	Iteration 12Q: 3 clusters Score -522053.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -522107.031250 Penalty: 2742.328613
	Iteration 13Q: 3 clusters Score -522107 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -522155.250000 Penalty: 2742.328613
	Iteration 14Q: 3 clusters Score -522155.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -522194.531250 Penalty: 2742.328613
	Iteration 15Q: 3 clusters Score -522194.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -522237.281250 Penalty: 2742.328613
	Iteration 16Q: 3 clusters Score -522237.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -522270.531250 Penalty: 2742.328613
	Iteration 17Q: 3 clusters Score -522270.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -522298.156250 Penalty: 2742.328613
	Iteration 18Q: 3 clusters Score -522298.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -522321.843750 Penalty: 2742.328613
	Iteration 19Q: 3 clusters Score -522321.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -522350.125000 Penalty: 2742.328613
	Iteration 20F: 3 clusters Score -522350.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -522383.437500 Penalty: 2742.328613
	Iteration 21Q: 3 clusters Score -522383.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -522417.968750 Penalty: 2742.328613
	Iteration 22Q: 3 clusters Score -522418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -522442.656250 Penalty: 2742.328613
	Iteration 23Q: 3 clusters Score -522442.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -522460.500000 Penalty: 2742.328613
	Iteration 24Q: 3 clusters Score -522460.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -522481.375000 Penalty: 2742.328613
	Iteration 25Q: 3 clusters Score -522481.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -522515.125000 Penalty: 2742.328613
	Iteration 26Q: 3 clusters Score -522515.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -522553.312500 Penalty: 2742.328613
	Iteration 27Q: 3 clusters Score -522553.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -522593.687500 Penalty: 2742.328613
	Iteration 28Q: 3 clusters Score -522593.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -522630.593750 Penalty: 2742.328613
	Iteration 29Q: 3 clusters Score -522630.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -522670.593750 Penalty: 2742.328613
	Iteration 30Q: 3 clusters Score -522670.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -522708.937500 Penalty: 2742.328613
	Iteration 31Q: 3 clusters Score -522708.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -522739.093750 Penalty: 2742.328613
	Iteration 32Q: 3 clusters Score -522739.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -522767.125000 Penalty: 2742.328613
	Iteration 33Q: 3 clusters Score -522767.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -522787.312500 Penalty: 2742.328613
	Iteration 34Q: 3 clusters Score -522787.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -522816.156250 Penalty: 2742.328613
	Iteration 35Q: 3 clusters Score -522816.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -522845.718750 Penalty: 2742.328613
	Iteration 36Q: 3 clusters Score -522845.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -522871.187500 Penalty: 2742.328613
	Iteration 37Q: 3 clusters Score -522871.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -522895.156250 Penalty: 2742.328613
	Iteration 38Q: 3 clusters Score -522895.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -522905.781250 Penalty: 2742.328613
	Iteration 39Q: 3 clusters Score -522905.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -522913.750000 Penalty: 2742.328613
	Iteration 40F: 3 clusters Score -522913.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -522919.531250 Penalty: 2742.328613
	Iteration 41Q: 3 clusters Score -522919.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -522921.281250 Penalty: 2742.328613
	Iteration 42Q: 3 clusters Score -522921.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -522921.281250 Penalty: 2742.328613
	Iteration 43F: 3 clusters Score -522921.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -745436.562500 Penalty: 1422.858643
	Iteration 0F: 2 clusters Score -745436.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -740604.375000 Penalty: 2845.717285
	Iteration 0F: 3 clusters Score -740604.4 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -742016.937500 Penalty: 2845.717285
	Iteration 1F: 3 clusters Score -742016.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -742229.500000 Penalty: 2845.717285
	Iteration 2F: 3 clusters Score -742229.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -742406.437500 Penalty: 2845.717285
	Iteration 3F: 3 clusters Score -742406.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -742547.187500 Penalty: 2845.717285
	Iteration 4Q: 3 clusters Score -742547.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -742664.875000 Penalty: 2845.717285
	Iteration 5Q: 3 clusters Score -742664.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -742778.687500 Penalty: 2845.717285
	Iteration 6Q: 3 clusters Score -742778.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -742879.937500 Penalty: 2845.717285
	Iteration 7Q: 3 clusters Score -742879.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -742968.312500 Penalty: 2845.717285
	Iteration 8Q: 3 clusters Score -742968.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -743039.625000 Penalty: 2845.717285
	Iteration 9Q: 3 clusters Score -743039.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -743108.062500 Penalty: 2845.717285
	Iteration 10Q: 3 clusters Score -743108.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -743157.312500 Penalty: 2845.717285
	Iteration 11Q: 3 clusters Score -743157.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -743216.250000 Penalty: 2845.717285
	Iteration 12Q: 3 clusters Score -743216.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -743294.750000 Penalty: 2845.717285
	Iteration 13Q: 3 clusters Score -743294.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -743377.625000 Penalty: 2845.717285
	Iteration 14Q: 3 clusters Score -743377.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -743472.250000 Penalty: 2845.717285
	Iteration 15Q: 3 clusters Score -743472.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -743564.375000 Penalty: 2845.717285
	Iteration 16Q: 3 clusters Score -743564.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -743650.437500 Penalty: 2845.717285
	Iteration 17Q: 3 clusters Score -743650.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -743745.312500 Penalty: 2845.717285
	Iteration 18Q: 3 clusters Score -743745.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -743815.375000 Penalty: 2845.717285
	Iteration 19Q: 3 clusters Score -743815.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -743884.937500 Penalty: 2845.717285
	Iteration 20F: 3 clusters Score -743884.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -743947.437500 Penalty: 2845.717285
	Iteration 21Q: 3 clusters Score -743947.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -743994.187500 Penalty: 2845.717285
	Iteration 22Q: 3 clusters Score -743994.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -744036.500000 Penalty: 2845.717285
	Iteration 23Q: 3 clusters Score -744036.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -744079.000000 Penalty: 2845.717285
	Iteration 24Q: 3 clusters Score -744079 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -744105.000000 Penalty: 2845.717285
	Iteration 25Q: 3 clusters Score -744105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -744129.375000 Penalty: 2845.717285
	Iteration 26Q: 3 clusters Score -744129.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -744154.437500 Penalty: 2845.717285
	Iteration 27Q: 3 clusters Score -744154.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -744164.312500 Penalty: 2845.717285
	Iteration 28Q: 3 clusters Score -744164.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -744174.562500 Penalty: 2845.717285
	Iteration 29Q: 3 clusters Score -744174.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -744177.500000 Penalty: 2845.717285
	Iteration 30Q: 3 clusters Score -744177.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -744182.250000 Penalty: 2845.717285
	Iteration 31Q: 3 clusters Score -744182.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -744185.562500 Penalty: 2845.717285
	Iteration 32Q: 3 clusters Score -744185.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -744191.375000 Penalty: 2845.717285
	Iteration 33Q: 3 clusters Score -744191.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -744197.687500 Penalty: 2845.717285
	Iteration 34Q: 3 clusters Score -744197.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -744208.687500 Penalty: 2845.717285
	Iteration 35Q: 3 clusters Score -744208.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -744217.687500 Penalty: 2845.717285
	Iteration 36Q: 3 clusters Score -744217.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -744228.437500 Penalty: 2845.717285
	Iteration 37Q: 3 clusters Score -744228.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -744230.000000 Penalty: 2845.717285
	Iteration 38Q: 3 clusters Score -744230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -744232.437500 Penalty: 2845.717285
	Iteration 39Q: 3 clusters Score -744232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -744235.875000 Penalty: 2845.717285
	Iteration 40F: 3 clusters Score -744235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -744237.750000 Penalty: 2845.717285
	Iteration 41Q: 3 clusters Score -744237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -744242.187500 Penalty: 2845.717285
	Iteration 42Q: 3 clusters Score -744242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -744242.187500 Penalty: 2845.717285
	Iteration 43F: 3 clusters Score -744242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -225298.968750 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -225299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223200.812500 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -223200.8 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -223666.984375 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -223667 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -223817.218750 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -223817.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -223946.765625 Penalty: 2472.560303
	Iteration 3F: 3 clusters Score -223946.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -224112.046875 Penalty: 2472.560303
	Iteration 4Q: 3 clusters Score -224112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -224329.093750 Penalty: 2472.560303
	Iteration 5F: 3 clusters Score -224329.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224501.562500 Penalty: 2472.560303
	Iteration 6F: 3 clusters Score -224501.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224611.921875 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -224611.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224681.203125 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -224681.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -224728.859375 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -224728.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -224755.375000 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -224755.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -224777.093750 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -224777.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -224789.265625 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -224789.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224798.921875 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -224798.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -224805.406250 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -224805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -224813.781250 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -224813.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -224820.640625 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -224820.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -224832.078125 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -224832.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224845.484375 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -224845.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -224857.437500 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -224857.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -224862.187500 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -224862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224863.531250 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -224863.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -224864.328125 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -224864.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -224864.828125 Penalty: 2472.560303
	Iteration 23Q: 3 clusters Score -224864.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224865.171875 Penalty: 2472.560303
	Iteration 24Q: 3 clusters Score -224865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -224865.531250 Penalty: 2472.560303
	Iteration 25Q: 3 clusters Score -224865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224865.828125 Penalty: 2472.560303
	Iteration 26Q: 3 clusters Score -224865.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224865.828125 Penalty: 2472.560303
	Iteration 27F: 3 clusters Score -224865.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Entering Unmasked Estep 
Score: -1850951.500000 Penalty: 1574.642578
	Iteration 0F: 2 clusters Score -1850952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1839878.000000 Penalty: 3149.285156
	Iteration 0F: 3 clusters Score -1839878 nChanged 7138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1843814.125000 Penalty: 3149.285156
	Iteration 1F: 3 clusters Score -1843814 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1844166.250000 Penalty: 3149.285156
	Iteration 2F: 3 clusters Score -1844166 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1844528.000000 Penalty: 3149.285156
	Iteration 3Q: 3 clusters Score -1844528 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1845005.125000 Penalty: 3149.285156
	Iteration 4Q: 3 clusters Score -1845005 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1845597.250000 Penalty: 3149.285156
	Iteration 5F: 3 clusters Score -1845597 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1846351.750000 Penalty: 3149.285156
	Iteration 6F: 3 clusters Score -1846352 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1847082.000000 Penalty: 3149.285156
	Iteration 7F: 3 clusters Score -1847082 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1847715.500000 Penalty: 3149.285156
	Iteration 8F: 3 clusters Score -1847716 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1848235.375000 Penalty: 3149.285156
	Iteration 9Q: 3 clusters Score -1848235 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1848658.375000 Penalty: 3149.285156
	Iteration 10Q: 3 clusters Score -1848658 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1849023.000000 Penalty: 3149.285156
	Iteration 11Q: 3 clusters Score -1849023 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -1849277.625000 Penalty: 3149.285156
	Iteration 12Q: 3 clusters Score -1849278 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1849454.500000 Penalty: 3149.285156
	Iteration 13Q: 3 clusters Score -1849454 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1849565.750000 Penalty: 3149.285156
	Iteration 14Q: 3 clusters Score -1849566 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -1849639.750000 Penalty: 3149.285156
	Iteration 15Q: 3 clusters Score -1849640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -1849675.625000 Penalty: 3149.285156
	Iteration 16Q: 3 clusters Score -1849676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1849702.125000 Penalty: 3149.285156
	Iteration 17Q: 3 clusters Score -1849702 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1849721.250000 Penalty: 3149.285156
	Iteration 18Q: 3 clusters Score -1849721 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -1849737.375000 Penalty: 3149.285156
	Iteration 19Q: 3 clusters Score -1849737 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -1849744.500000 Penalty: 3149.285156
	Iteration 20F: 3 clusters Score -1849744 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1849764.000000 Penalty: 3149.285156
	Iteration 21Q: 3 clusters Score -1849764 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -1849777.875000 Penalty: 3149.285156
	Iteration 22Q: 3 clusters Score -1849778 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1849783.000000 Penalty: 3149.285156
	Iteration 23Q: 3 clusters Score -1849783 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1849793.125000 Penalty: 3149.285156
	Iteration 24Q: 3 clusters Score -1849793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1849801.375000 Penalty: 3149.285156
	Iteration 25Q: 3 clusters Score -1849801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1849806.875000 Penalty: 3149.285156
	Iteration 26Q: 3 clusters Score -1849807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -1849818.375000 Penalty: 3149.285156
	Iteration 27Q: 3 clusters Score -1849818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1849816.750000 Penalty: 3149.285156
	Iteration 28Q: 3 clusters Score -1849817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1849822.500000 Penalty: 3149.285156
	Iteration 29Q: 3 clusters Score -1849822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -1849827.750000 Penalty: 3149.285156
	Iteration 30Q: 3 clusters Score -1849828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1849826.500000 Penalty: 3149.285156
	Iteration 31Q: 3 clusters Score -1849826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1849825.250000 Penalty: 3149.285156
	Iteration 32Q: 3 clusters Score -1849825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1849829.250000 Penalty: 3149.285156
	Iteration 33Q: 3 clusters Score -1849829 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1849827.875000 Penalty: 3149.285156
	Iteration 34Q: 3 clusters Score -1849828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1849834.625000 Penalty: 3149.285156
	Iteration 35Q: 3 clusters Score -1849835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1849834.625000 Penalty: 3149.285156
	Iteration 36Q: 3 clusters Score -1849835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -1849838.000000 Penalty: 3149.285156
	Iteration 37Q: 3 clusters Score -1849838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1849837.500000 Penalty: 3149.285156
	Iteration 38Q: 3 clusters Score -1849838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1849840.125000 Penalty: 3149.285156
	Iteration 39Q: 3 clusters Score -1849840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1849842.000000 Penalty: 3149.285156
	Iteration 40F: 3 clusters Score -1849842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1849841.875000 Penalty: 3149.285156
	Iteration 41Q: 3 clusters Score -1849842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1849840.750000 Penalty: 3149.285156
	Iteration 42Q: 3 clusters Score -1849841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1849844.500000 Penalty: 3149.285156
	Iteration 43Q: 3 clusters Score -1849844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1849844.375000 Penalty: 3149.285156
	Iteration 44Q: 3 clusters Score -1849844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -1849840.625000 Penalty: 3149.285156
	Iteration 45Q: 3 clusters Score -1849841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1849839.750000 Penalty: 3149.285156
	Iteration 46Q: 3 clusters Score -1849840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 12714 members 
Entering Unmasked Estep 
Score: -1849839.875000 Penalty: 3149.285156
	Iteration 47Q: 3 clusters Score -1849840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1849840.000000 Penalty: 3149.285156
	Iteration 48Q: 3 clusters Score -1849840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1849842.750000 Penalty: 3149.285156
	Iteration 49Q: 3 clusters Score -1849843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1849848.250000 Penalty: 3149.285156
	Iteration 50Q: 3 clusters Score -1849848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1849846.625000 Penalty: 3149.285156
	Iteration 51Q: 3 clusters Score -1849847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1849851.375000 Penalty: 3149.285156
	Iteration 52Q: 3 clusters Score -1849851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1849853.000000 Penalty: 3149.285156
	Iteration 53Q: 3 clusters Score -1849853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -1849854.000000 Penalty: 3149.285156
	Iteration 54Q: 3 clusters Score -1849854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1849856.625000 Penalty: 3149.285156
	Iteration 55Q: 3 clusters Score -1849857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1849853.375000 Penalty: 3149.285156
	Iteration 56Q: 3 clusters Score -1849853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1849854.125000 Penalty: 3149.285156
	Iteration 57Q: 3 clusters Score -1849854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -1849857.875000 Penalty: 3149.285156
	Iteration 58Q: 3 clusters Score -1849858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1849856.375000 Penalty: 3149.285156
	Iteration 59Q: 3 clusters Score -1849856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1849856.000000 Penalty: 3149.285156
	Iteration 60F: 3 clusters Score -1849856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1849858.250000 Penalty: 3149.285156
	Iteration 61Q: 3 clusters Score -1849858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -1849856.125000 Penalty: 3149.285156
	Iteration 62Q: 3 clusters Score -1849856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1849854.625000 Penalty: 3149.285156
	Iteration 63Q: 3 clusters Score -1849855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1849857.125000 Penalty: 3149.285156
	Iteration 64Q: 3 clusters Score -1849857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1849861.125000 Penalty: 3149.285156
	Iteration 65Q: 3 clusters Score -1849861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1849860.625000 Penalty: 3149.285156
	Iteration 66Q: 3 clusters Score -1849861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1849859.375000 Penalty: 3149.285156
	Iteration 67Q: 3 clusters Score -1849859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1849859.875000 Penalty: 3149.285156
	Iteration 68Q: 3 clusters Score -1849860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1849859.875000 Penalty: 3149.285156
	Iteration 69F: 3 clusters Score -1849860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -157325.750000 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -157325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -155606.281250 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -155606.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155918.859375 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -155918.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -156016.265625 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -156016.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -156073.531250 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -156073.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -156118.484375 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -156118.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -156147.562500 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -156147.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -156173.125000 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -156173.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -156193.593750 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -156193.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -156217.796875 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -156217.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -156244.421875 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -156244.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -156256.578125 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -156256.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -156264.171875 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -156264.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -156268.171875 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -156268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -156268.937500 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -156268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -156270.562500 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -156270.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -156272.015625 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -156272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156274.328125 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -156274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -156275.671875 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -156275.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -156276.390625 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -156276.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -156276.390625 Penalty: 2351.576172
	Iteration 19F: 3 clusters Score -156276.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25414.201172 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -25414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -24568.261719 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -24568.26 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -24853.882812 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -24853.88 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -24959.326172 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -24959.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -24996.240234 Penalty: 1937.326660
	Iteration 3F: 3 clusters Score -24996.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -25008.556641 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -25008.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -25022.353516 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -25022.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -25031.976562 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -25031.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -25033.677734 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -25033.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25040.324219 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -25040.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -25040.324219 Penalty: 1937.326660
	Iteration 9F: 3 clusters Score -25040.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -158790.171875 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -158790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -157079.078125 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -157079.1 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -157402.078125 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -157402.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -157469.640625 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -157469.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -157501.984375 Penalty: 2357.377930
	Iteration 3Q: 3 clusters Score -157502 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -157523.828125 Penalty: 2357.377930
	Iteration 4Q: 3 clusters Score -157523.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -157543.187500 Penalty: 2357.377930
	Iteration 5Q: 3 clusters Score -157543.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -157557.421875 Penalty: 2357.377930
	Iteration 6Q: 3 clusters Score -157557.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157567.234375 Penalty: 2357.377930
	Iteration 7Q: 3 clusters Score -157567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157572.140625 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -157572.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -157575.953125 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -157576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -157580.265625 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -157580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -157588.578125 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -157588.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -157592.718750 Penalty: 2357.377930
	Iteration 12Q: 3 clusters Score -157592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -157596.828125 Penalty: 2357.377930
	Iteration 13Q: 3 clusters Score -157596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -157599.015625 Penalty: 2357.377930
	Iteration 14Q: 3 clusters Score -157599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -157603.500000 Penalty: 2357.377930
	Iteration 15Q: 3 clusters Score -157603.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -157607.421875 Penalty: 2357.377930
	Iteration 16Q: 3 clusters Score -157607.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -157613.953125 Penalty: 2357.377930
	Iteration 17Q: 3 clusters Score -157614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -157616.531250 Penalty: 2357.377930
	Iteration 18Q: 3 clusters Score -157616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157618.640625 Penalty: 2357.377930
	Iteration 19Q: 3 clusters Score -157618.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157618.906250 Penalty: 2357.377930
	Iteration 20F: 3 clusters Score -157618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -157619.546875 Penalty: 2357.377930
	Iteration 21Q: 3 clusters Score -157619.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157620.109375 Penalty: 2357.377930
	Iteration 22Q: 3 clusters Score -157620.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -157620.109375 Penalty: 2357.377930
	Iteration 23F: 3 clusters Score -157620.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Entering Unmasked Estep 
Score: -1094793.250000 Penalty: 1490.823486
	Iteration 0F: 2 clusters Score -1094793 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 4866 members 
Entering Unmasked Estep 
Score: -1087890.375000 Penalty: 2981.646973
	Iteration 0F: 3 clusters Score -1087890 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1090135.125000 Penalty: 2981.646973
	Iteration 1F: 3 clusters Score -1090135 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1090411.625000 Penalty: 2981.646973
	Iteration 2F: 3 clusters Score -1090412 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1090659.500000 Penalty: 2981.646973
	Iteration 3F: 3 clusters Score -1090660 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1090961.500000 Penalty: 2981.646973
	Iteration 4F: 3 clusters Score -1090962 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1091274.750000 Penalty: 2981.646973
	Iteration 5Q: 3 clusters Score -1091275 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1091614.500000 Penalty: 2981.646973
	Iteration 6Q: 3 clusters Score -1091614 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1091937.625000 Penalty: 2981.646973
	Iteration 7Q: 3 clusters Score -1091938 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1092182.000000 Penalty: 2981.646973
	Iteration 8Q: 3 clusters Score -1092182 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1092362.625000 Penalty: 2981.646973
	Iteration 9Q: 3 clusters Score -1092363 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1092477.250000 Penalty: 2981.646973
	Iteration 10Q: 3 clusters Score -1092477 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1092567.750000 Penalty: 2981.646973
	Iteration 11Q: 3 clusters Score -1092568 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1092628.000000 Penalty: 2981.646973
	Iteration 12Q: 3 clusters Score -1092628 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1092673.250000 Penalty: 2981.646973
	Iteration 13Q: 3 clusters Score -1092673 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1092704.875000 Penalty: 2981.646973
	Iteration 14Q: 3 clusters Score -1092705 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1092738.750000 Penalty: 2981.646973
	Iteration 15Q: 3 clusters Score -1092739 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -1092761.375000 Penalty: 2981.646973
	Iteration 16Q: 3 clusters Score -1092761 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1092789.875000 Penalty: 2981.646973
	Iteration 17Q: 3 clusters Score -1092790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1092821.250000 Penalty: 2981.646973
	Iteration 18Q: 3 clusters Score -1092821 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1092846.625000 Penalty: 2981.646973
	Iteration 19Q: 3 clusters Score -1092847 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1092873.625000 Penalty: 2981.646973
	Iteration 20F: 3 clusters Score -1092874 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1092901.625000 Penalty: 2981.646973
	Iteration 21Q: 3 clusters Score -1092902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1092924.875000 Penalty: 2981.646973
	Iteration 22Q: 3 clusters Score -1092925 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1092938.875000 Penalty: 2981.646973
	Iteration 23Q: 3 clusters Score -1092939 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1092954.125000 Penalty: 2981.646973
	Iteration 24Q: 3 clusters Score -1092954 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1092970.125000 Penalty: 2981.646973
	Iteration 25Q: 3 clusters Score -1092970 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1092989.125000 Penalty: 2981.646973
	Iteration 26Q: 3 clusters Score -1092989 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1093010.750000 Penalty: 2981.646973
	Iteration 27Q: 3 clusters Score -1093011 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1093030.000000 Penalty: 2981.646973
	Iteration 28Q: 3 clusters Score -1093030 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1093048.875000 Penalty: 2981.646973
	Iteration 29Q: 3 clusters Score -1093049 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1093067.625000 Penalty: 2981.646973
	Iteration 30Q: 3 clusters Score -1093068 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1093083.375000 Penalty: 2981.646973
	Iteration 31Q: 3 clusters Score -1093083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1093101.625000 Penalty: 2981.646973
	Iteration 32Q: 3 clusters Score -1093102 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1093128.500000 Penalty: 2981.646973
	Iteration 33Q: 3 clusters Score -1093128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1093151.375000 Penalty: 2981.646973
	Iteration 34Q: 3 clusters Score -1093151 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1093173.625000 Penalty: 2981.646973
	Iteration 35Q: 3 clusters Score -1093174 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1093195.125000 Penalty: 2981.646973
	Iteration 36Q: 3 clusters Score -1093195 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1093210.500000 Penalty: 2981.646973
	Iteration 37Q: 3 clusters Score -1093210 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1093228.875000 Penalty: 2981.646973
	Iteration 38Q: 3 clusters Score -1093229 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1093244.875000 Penalty: 2981.646973
	Iteration 39Q: 3 clusters Score -1093245 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1093258.375000 Penalty: 2981.646973
	Iteration 40F: 3 clusters Score -1093258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -1093277.750000 Penalty: 2981.646973
	Iteration 41Q: 3 clusters Score -1093278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1093293.500000 Penalty: 2981.646973
	Iteration 42Q: 3 clusters Score -1093294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1093304.375000 Penalty: 2981.646973
	Iteration 43Q: 3 clusters Score -1093304 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1093318.125000 Penalty: 2981.646973
	Iteration 44Q: 3 clusters Score -1093318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1093329.125000 Penalty: 2981.646973
	Iteration 45Q: 3 clusters Score -1093329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1093345.000000 Penalty: 2981.646973
	Iteration 46Q: 3 clusters Score -1093345 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1093362.000000 Penalty: 2981.646973
	Iteration 47Q: 3 clusters Score -1093362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1093373.125000 Penalty: 2981.646973
	Iteration 48Q: 3 clusters Score -1093373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1093386.125000 Penalty: 2981.646973
	Iteration 49Q: 3 clusters Score -1093386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1093392.000000 Penalty: 2981.646973
	Iteration 50Q: 3 clusters Score -1093392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1093400.125000 Penalty: 2981.646973
	Iteration 51Q: 3 clusters Score -1093400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1093402.625000 Penalty: 2981.646973
	Iteration 52Q: 3 clusters Score -1093403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1093411.875000 Penalty: 2981.646973
	Iteration 53Q: 3 clusters Score -1093412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1093414.125000 Penalty: 2981.646973
	Iteration 54Q: 3 clusters Score -1093414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1093417.625000 Penalty: 2981.646973
	Iteration 55Q: 3 clusters Score -1093418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1093421.375000 Penalty: 2981.646973
	Iteration 56Q: 3 clusters Score -1093421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1093421.375000 Penalty: 2981.646973
	Iteration 57Q: 3 clusters Score -1093421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1093425.375000 Penalty: 2981.646973
	Iteration 58Q: 3 clusters Score -1093425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1093428.125000 Penalty: 2981.646973
	Iteration 59Q: 3 clusters Score -1093428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1093432.500000 Penalty: 2981.646973
	Iteration 60F: 3 clusters Score -1093432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1093436.875000 Penalty: 2981.646973
	Iteration 61Q: 3 clusters Score -1093437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1093443.375000 Penalty: 2981.646973
	Iteration 62Q: 3 clusters Score -1093443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1093450.500000 Penalty: 2981.646973
	Iteration 63Q: 3 clusters Score -1093450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1093458.500000 Penalty: 2981.646973
	Iteration 64Q: 3 clusters Score -1093458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1093467.000000 Penalty: 2981.646973
	Iteration 65Q: 3 clusters Score -1093467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -1093471.250000 Penalty: 2981.646973
	Iteration 66Q: 3 clusters Score -1093471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1093474.750000 Penalty: 2981.646973
	Iteration 67Q: 3 clusters Score -1093475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1093483.500000 Penalty: 2981.646973
	Iteration 68Q: 3 clusters Score -1093484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1093488.000000 Penalty: 2981.646973
	Iteration 69Q: 3 clusters Score -1093488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1093490.250000 Penalty: 2981.646973
	Iteration 70Q: 3 clusters Score -1093490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1093490.625000 Penalty: 2981.646973
	Iteration 71Q: 3 clusters Score -1093491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1093492.125000 Penalty: 2981.646973
	Iteration 72Q: 3 clusters Score -1093492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1093493.375000 Penalty: 2981.646973
	Iteration 73Q: 3 clusters Score -1093493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1093492.625000 Penalty: 2981.646973
	Iteration 74Q: 3 clusters Score -1093493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1093493.375000 Penalty: 2981.646973
	Iteration 75Q: 3 clusters Score -1093493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1093493.750000 Penalty: 2981.646973
	Iteration 76Q: 3 clusters Score -1093494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1093493.750000 Penalty: 2981.646973
	Iteration 77F: 3 clusters Score -1093494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -1047782.375000 Penalty: 1480.387695
	Iteration 0F: 2 clusters Score -1047782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1041191.375000 Penalty: 2960.775391
	Iteration 0F: 3 clusters Score -1041191 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1043324.937500 Penalty: 2960.775391
	Iteration 1F: 3 clusters Score -1043325 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -1043532.125000 Penalty: 2960.775391
	Iteration 2F: 3 clusters Score -1043532 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1043686.750000 Penalty: 2960.775391
	Iteration 3Q: 3 clusters Score -1043687 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1043812.812500 Penalty: 2960.775391
	Iteration 4Q: 3 clusters Score -1043813 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1043944.312500 Penalty: 2960.775391
	Iteration 5Q: 3 clusters Score -1043944 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1044079.312500 Penalty: 2960.775391
	Iteration 6Q: 3 clusters Score -1044079 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1044235.812500 Penalty: 2960.775391
	Iteration 7Q: 3 clusters Score -1044236 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1044388.625000 Penalty: 2960.775391
	Iteration 8Q: 3 clusters Score -1044389 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1044534.875000 Penalty: 2960.775391
	Iteration 9Q: 3 clusters Score -1044535 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1044690.562500 Penalty: 2960.775391
	Iteration 10Q: 3 clusters Score -1044691 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1044863.937500 Penalty: 2960.775391
	Iteration 11Q: 3 clusters Score -1044864 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -1045057.937500 Penalty: 2960.775391
	Iteration 12Q: 3 clusters Score -1045058 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1045288.125000 Penalty: 2960.775391
	Iteration 13Q: 3 clusters Score -1045288 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1045494.687500 Penalty: 2960.775391
	Iteration 14Q: 3 clusters Score -1045495 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1045682.437500 Penalty: 2960.775391
	Iteration 15Q: 3 clusters Score -1045682 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1045832.750000 Penalty: 2960.775391
	Iteration 16Q: 3 clusters Score -1045833 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1045976.500000 Penalty: 2960.775391
	Iteration 17Q: 3 clusters Score -1045976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1046105.875000 Penalty: 2960.775391
	Iteration 18Q: 3 clusters Score -1046106 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1046202.687500 Penalty: 2960.775391
	Iteration 19Q: 3 clusters Score -1046203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1046266.062500 Penalty: 2960.775391
	Iteration 20F: 3 clusters Score -1046266 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1046317.625000 Penalty: 2960.775391
	Iteration 21Q: 3 clusters Score -1046318 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1046354.187500 Penalty: 2960.775391
	Iteration 22Q: 3 clusters Score -1046354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1046381.750000 Penalty: 2960.775391
	Iteration 23Q: 3 clusters Score -1046382 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1046400.062500 Penalty: 2960.775391
	Iteration 24Q: 3 clusters Score -1046400 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1046414.687500 Penalty: 2960.775391
	Iteration 25Q: 3 clusters Score -1046415 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1046427.500000 Penalty: 2960.775391
	Iteration 26Q: 3 clusters Score -1046428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1046445.062500 Penalty: 2960.775391
	Iteration 27Q: 3 clusters Score -1046445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1046454.250000 Penalty: 2960.775391
	Iteration 28Q: 3 clusters Score -1046454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1046463.750000 Penalty: 2960.775391
	Iteration 29Q: 3 clusters Score -1046464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1046474.062500 Penalty: 2960.775391
	Iteration 30Q: 3 clusters Score -1046474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1046478.750000 Penalty: 2960.775391
	Iteration 31Q: 3 clusters Score -1046479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1046485.437500 Penalty: 2960.775391
	Iteration 32Q: 3 clusters Score -1046485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1046496.750000 Penalty: 2960.775391
	Iteration 33Q: 3 clusters Score -1046497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1046504.000000 Penalty: 2960.775391
	Iteration 34Q: 3 clusters Score -1046504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1046509.125000 Penalty: 2960.775391
	Iteration 35Q: 3 clusters Score -1046509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1046516.187500 Penalty: 2960.775391
	Iteration 36Q: 3 clusters Score -1046516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1046516.437500 Penalty: 2960.775391
	Iteration 37Q: 3 clusters Score -1046516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1046517.625000 Penalty: 2960.775391
	Iteration 38Q: 3 clusters Score -1046518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1046517.625000 Penalty: 2960.775391
	Iteration 39F: 3 clusters Score -1046518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -590070.125000 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -590070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -586019.937500 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -586019.9 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -587089.875000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -587089.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -587223.312500 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -587223.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -587322.437500 Penalty: 2776.429932
	Iteration 3Q: 3 clusters Score -587322.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -587410.812500 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -587410.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -587474.000000 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -587474 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -587528.000000 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -587528 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -587576.812500 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -587576.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -587609.937500 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -587609.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -587635.000000 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -587635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -587653.937500 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -587653.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -587670.812500 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -587670.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -587692.625000 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -587692.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -587716.625000 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -587716.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -587738.562500 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -587738.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -587756.062500 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -587756.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -587770.125000 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -587770.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -587784.187500 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -587784.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -587802.375000 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -587802.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -587821.687500 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -587821.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -587843.875000 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -587843.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -587866.375000 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -587866.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -587893.500000 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -587893.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -587928.687500 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -587928.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -587960.937500 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -587960.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -587994.062500 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -587994.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -588037.312500 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -588037.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -588084.187500 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -588084.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -588141.312500 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -588141.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -588220.312500 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -588220.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -588318.625000 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -588318.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -588411.312500 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -588411.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -588496.187500 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -588496.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -588552.625000 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -588552.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -588594.687500 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -588594.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -588629.312500 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -588629.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -588659.312500 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -588659.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -588691.750000 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -588691.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -588729.500000 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -588729.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -588768.937500 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -588768.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -588801.250000 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -588801.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -588823.562500 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -588823.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -588840.625000 Penalty: 2776.429932
	Iteration 42Q: 3 clusters Score -588840.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -588854.625000 Penalty: 2776.429932
	Iteration 43Q: 3 clusters Score -588854.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -588860.312500 Penalty: 2776.429932
	Iteration 44Q: 3 clusters Score -588860.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -588866.000000 Penalty: 2776.429932
	Iteration 45Q: 3 clusters Score -588866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -588870.625000 Penalty: 2776.429932
	Iteration 46Q: 3 clusters Score -588870.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -588873.000000 Penalty: 2776.429932
	Iteration 47Q: 3 clusters Score -588873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -588875.937500 Penalty: 2776.429932
	Iteration 48Q: 3 clusters Score -588875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -588879.000000 Penalty: 2776.429932
	Iteration 49Q: 3 clusters Score -588879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -588880.312500 Penalty: 2776.429932
	Iteration 50Q: 3 clusters Score -588880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -588881.562500 Penalty: 2776.429932
	Iteration 51Q: 3 clusters Score -588881.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -588882.187500 Penalty: 2776.429932
	Iteration 52Q: 3 clusters Score -588882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -588882.750000 Penalty: 2776.429932
	Iteration 53Q: 3 clusters Score -588882.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -588882.750000 Penalty: 2776.429932
	Iteration 54F: 3 clusters Score -588882.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -291247.218750 Penalty: 1276.651855
	Iteration 0F: 2 clusters Score -291247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -288766.812500 Penalty: 2553.303711
	Iteration 0F: 3 clusters Score -288766.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289326.375000 Penalty: 2553.303711
	Iteration 1F: 3 clusters Score -289326.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -289448.843750 Penalty: 2553.303711
	Iteration 2F: 3 clusters Score -289448.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -289518.906250 Penalty: 2553.303711
	Iteration 3Q: 3 clusters Score -289518.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -289562.343750 Penalty: 2553.303711
	Iteration 4Q: 3 clusters Score -289562.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289588.406250 Penalty: 2553.303711
	Iteration 5Q: 3 clusters Score -289588.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -289608.281250 Penalty: 2553.303711
	Iteration 6Q: 3 clusters Score -289608.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -289626.250000 Penalty: 2553.303711
	Iteration 7Q: 3 clusters Score -289626.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -289640.718750 Penalty: 2553.303711
	Iteration 8Q: 3 clusters Score -289640.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -289653.875000 Penalty: 2553.303711
	Iteration 9Q: 3 clusters Score -289653.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289666.156250 Penalty: 2553.303711
	Iteration 10Q: 3 clusters Score -289666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -289673.250000 Penalty: 2553.303711
	Iteration 11Q: 3 clusters Score -289673.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -289680.687500 Penalty: 2553.303711
	Iteration 12Q: 3 clusters Score -289680.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -289691.062500 Penalty: 2553.303711
	Iteration 13Q: 3 clusters Score -289691.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289700.781250 Penalty: 2553.303711
	Iteration 14Q: 3 clusters Score -289700.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -289716.625000 Penalty: 2553.303711
	Iteration 15Q: 3 clusters Score -289716.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -289725.468750 Penalty: 2553.303711
	Iteration 16Q: 3 clusters Score -289725.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -289735.187500 Penalty: 2553.303711
	Iteration 17Q: 3 clusters Score -289735.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -289741.500000 Penalty: 2553.303711
	Iteration 18Q: 3 clusters Score -289741.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -289748.781250 Penalty: 2553.303711
	Iteration 19Q: 3 clusters Score -289748.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -289756.156250 Penalty: 2553.303711
	Iteration 20F: 3 clusters Score -289756.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -289763.093750 Penalty: 2553.303711
	Iteration 21Q: 3 clusters Score -289763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -289775.750000 Penalty: 2553.303711
	Iteration 22Q: 3 clusters Score -289775.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -289794.093750 Penalty: 2553.303711
	Iteration 23Q: 3 clusters Score -289794.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -289821.875000 Penalty: 2553.303711
	Iteration 24Q: 3 clusters Score -289821.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -289866.593750 Penalty: 2553.303711
	Iteration 25Q: 3 clusters Score -289866.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -289909.375000 Penalty: 2553.303711
	Iteration 26Q: 3 clusters Score -289909.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -289955.687500 Penalty: 2553.303711
	Iteration 27Q: 3 clusters Score -289955.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -290000.500000 Penalty: 2553.303711
	Iteration 28Q: 3 clusters Score -290000.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -290055.531250 Penalty: 2553.303711
	Iteration 29Q: 3 clusters Score -290055.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -290090.187500 Penalty: 2553.303711
	Iteration 30Q: 3 clusters Score -290090.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -290122.343750 Penalty: 2553.303711
	Iteration 31Q: 3 clusters Score -290122.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -290151.593750 Penalty: 2553.303711
	Iteration 32Q: 3 clusters Score -290151.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -290179.937500 Penalty: 2553.303711
	Iteration 33Q: 3 clusters Score -290179.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -290209.468750 Penalty: 2553.303711
	Iteration 34Q: 3 clusters Score -290209.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290244.656250 Penalty: 2553.303711
	Iteration 35Q: 3 clusters Score -290244.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -290274.250000 Penalty: 2553.303711
	Iteration 36Q: 3 clusters Score -290274.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290298.812500 Penalty: 2553.303711
	Iteration 37Q: 3 clusters Score -290298.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -290326.218750 Penalty: 2553.303711
	Iteration 38Q: 3 clusters Score -290326.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -290350.937500 Penalty: 2553.303711
	Iteration 39Q: 3 clusters Score -290350.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -290366.343750 Penalty: 2553.303711
	Iteration 40F: 3 clusters Score -290366.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290373.281250 Penalty: 2553.303711
	Iteration 41Q: 3 clusters Score -290373.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -290380.843750 Penalty: 2553.303711
	Iteration 42Q: 3 clusters Score -290380.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290387.343750 Penalty: 2553.303711
	Iteration 43Q: 3 clusters Score -290387.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -290392.125000 Penalty: 2553.303711
	Iteration 44Q: 3 clusters Score -290392.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290397.937500 Penalty: 2553.303711
	Iteration 45Q: 3 clusters Score -290397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -290405.812500 Penalty: 2553.303711
	Iteration 46Q: 3 clusters Score -290405.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -290414.468750 Penalty: 2553.303711
	Iteration 47Q: 3 clusters Score -290414.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -290424.468750 Penalty: 2553.303711
	Iteration 48Q: 3 clusters Score -290424.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -290434.000000 Penalty: 2553.303711
	Iteration 49Q: 3 clusters Score -290434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -290440.343750 Penalty: 2553.303711
	Iteration 50Q: 3 clusters Score -290440.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -290443.500000 Penalty: 2553.303711
	Iteration 51Q: 3 clusters Score -290443.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290446.125000 Penalty: 2553.303711
	Iteration 52Q: 3 clusters Score -290446.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -290450.625000 Penalty: 2553.303711
	Iteration 53Q: 3 clusters Score -290450.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290456.781250 Penalty: 2553.303711
	Iteration 54Q: 3 clusters Score -290456.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290459.937500 Penalty: 2553.303711
	Iteration 55Q: 3 clusters Score -290459.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290462.187500 Penalty: 2553.303711
	Iteration 56Q: 3 clusters Score -290462.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290463.250000 Penalty: 2553.303711
	Iteration 57Q: 3 clusters Score -290463.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -290463.937500 Penalty: 2553.303711
	Iteration 58Q: 3 clusters Score -290463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -290464.375000 Penalty: 2553.303711
	Iteration 59Q: 3 clusters Score -290464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -290464.375000 Penalty: 2553.303711
	Iteration 60F: 3 clusters Score -290464.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -161379.703125 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -161379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159630.593750 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -159630.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -159941.250000 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -159941.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160009.796875 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -160009.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160039.546875 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -160039.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160067.921875 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -160067.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -160095.078125 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -160095.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -160122.984375 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -160123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -160141.609375 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -160141.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160165.109375 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -160165.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -160176.796875 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -160176.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -160193.312500 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -160193.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160210.171875 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -160210.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160224.031250 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -160224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160242.250000 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -160242.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160262.296875 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -160262.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -160285.015625 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -160285 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -160313.031250 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -160313 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -160343.781250 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -160343.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -160376.140625 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -160376.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -160405.484375 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -160405.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -160431.953125 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -160432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -160455.343750 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -160455.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -160476.171875 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -160476.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -160504.828125 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -160504.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -160539.046875 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -160539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -160573.687500 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -160573.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -160610.390625 Penalty: 2366.450195
	Iteration 26Q: 3 clusters Score -160610.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -160648.734375 Penalty: 2366.450195
	Iteration 27Q: 3 clusters Score -160648.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -160689.578125 Penalty: 2366.450195
	Iteration 28Q: 3 clusters Score -160689.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -160726.656250 Penalty: 2366.450195
	Iteration 29Q: 3 clusters Score -160726.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -160756.921875 Penalty: 2366.450195
	Iteration 30Q: 3 clusters Score -160756.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -160776.234375 Penalty: 2366.450195
	Iteration 31Q: 3 clusters Score -160776.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -160792.359375 Penalty: 2366.450195
	Iteration 32Q: 3 clusters Score -160792.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -160811.265625 Penalty: 2366.450195
	Iteration 33Q: 3 clusters Score -160811.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -160834.062500 Penalty: 2366.450195
	Iteration 34Q: 3 clusters Score -160834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -160850.078125 Penalty: 2366.450195
	Iteration 35Q: 3 clusters Score -160850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -160861.578125 Penalty: 2366.450195
	Iteration 36Q: 3 clusters Score -160861.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -160875.015625 Penalty: 2366.450195
	Iteration 37Q: 3 clusters Score -160875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -160884.218750 Penalty: 2366.450195
	Iteration 38Q: 3 clusters Score -160884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -160895.359375 Penalty: 2366.450195
	Iteration 39Q: 3 clusters Score -160895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -160904.875000 Penalty: 2366.450195
	Iteration 40F: 3 clusters Score -160904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -160914.031250 Penalty: 2366.450195
	Iteration 41Q: 3 clusters Score -160914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -160918.640625 Penalty: 2366.450195
	Iteration 42Q: 3 clusters Score -160918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -160922.156250 Penalty: 2366.450195
	Iteration 43Q: 3 clusters Score -160922.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -160923.843750 Penalty: 2366.450195
	Iteration 44Q: 3 clusters Score -160923.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -160924.687500 Penalty: 2366.450195
	Iteration 45Q: 3 clusters Score -160924.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -160924.687500 Penalty: 2366.450195
	Iteration 46F: 3 clusters Score -160924.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Entering Unmasked Estep 
Score: -910128.625000 Penalty: 1462.658691
	Iteration 0F: 2 clusters Score -910128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -904234.750000 Penalty: 2925.317383
	Iteration 0F: 3 clusters Score -904234.8 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -906166.625000 Penalty: 2925.317383
	Iteration 1F: 3 clusters Score -906166.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -906480.250000 Penalty: 2925.317383
	Iteration 2F: 3 clusters Score -906480.2 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -906794.250000 Penalty: 2925.317383
	Iteration 3F: 3 clusters Score -906794.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -907101.625000 Penalty: 2925.317383
	Iteration 4F: 3 clusters Score -907101.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -907401.375000 Penalty: 2925.317383
	Iteration 5F: 3 clusters Score -907401.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -907667.125000 Penalty: 2925.317383
	Iteration 6F: 3 clusters Score -907667.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -907891.812500 Penalty: 2925.317383
	Iteration 7Q: 3 clusters Score -907891.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -908107.375000 Penalty: 2925.317383
	Iteration 8Q: 3 clusters Score -908107.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -908277.937500 Penalty: 2925.317383
	Iteration 9Q: 3 clusters Score -908277.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -908409.187500 Penalty: 2925.317383
	Iteration 10Q: 3 clusters Score -908409.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -908540.625000 Penalty: 2925.317383
	Iteration 11Q: 3 clusters Score -908540.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -908657.875000 Penalty: 2925.317383
	Iteration 12Q: 3 clusters Score -908657.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -908755.437500 Penalty: 2925.317383
	Iteration 13Q: 3 clusters Score -908755.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -908826.250000 Penalty: 2925.317383
	Iteration 14Q: 3 clusters Score -908826.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -908886.437500 Penalty: 2925.317383
	Iteration 15Q: 3 clusters Score -908886.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -908959.750000 Penalty: 2925.317383
	Iteration 16Q: 3 clusters Score -908959.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -909008.562500 Penalty: 2925.317383
	Iteration 17Q: 3 clusters Score -909008.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -909051.875000 Penalty: 2925.317383
	Iteration 18Q: 3 clusters Score -909051.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -909085.187500 Penalty: 2925.317383
	Iteration 19Q: 3 clusters Score -909085.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -909117.750000 Penalty: 2925.317383
	Iteration 20F: 3 clusters Score -909117.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -909159.000000 Penalty: 2925.317383
	Iteration 21Q: 3 clusters Score -909159 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -909195.687500 Penalty: 2925.317383
	Iteration 22Q: 3 clusters Score -909195.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -909224.062500 Penalty: 2925.317383
	Iteration 23Q: 3 clusters Score -909224.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -909250.062500 Penalty: 2925.317383
	Iteration 24Q: 3 clusters Score -909250.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -909279.937500 Penalty: 2925.317383
	Iteration 25Q: 3 clusters Score -909279.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -909309.000000 Penalty: 2925.317383
	Iteration 26Q: 3 clusters Score -909309 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -909349.187500 Penalty: 2925.317383
	Iteration 27Q: 3 clusters Score -909349.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -909394.000000 Penalty: 2925.317383
	Iteration 28Q: 3 clusters Score -909394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -909427.562500 Penalty: 2925.317383
	Iteration 29Q: 3 clusters Score -909427.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -909459.187500 Penalty: 2925.317383
	Iteration 30Q: 3 clusters Score -909459.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -909482.875000 Penalty: 2925.317383
	Iteration 31Q: 3 clusters Score -909482.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -909503.500000 Penalty: 2925.317383
	Iteration 32Q: 3 clusters Score -909503.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -909516.562500 Penalty: 2925.317383
	Iteration 33Q: 3 clusters Score -909516.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -909523.312500 Penalty: 2925.317383
	Iteration 34Q: 3 clusters Score -909523.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -909532.750000 Penalty: 2925.317383
	Iteration 35Q: 3 clusters Score -909532.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -909543.187500 Penalty: 2925.317383
	Iteration 36Q: 3 clusters Score -909543.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -909546.187500 Penalty: 2925.317383
	Iteration 37Q: 3 clusters Score -909546.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -909551.937500 Penalty: 2925.317383
	Iteration 38Q: 3 clusters Score -909551.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -909552.375000 Penalty: 2925.317383
	Iteration 39Q: 3 clusters Score -909552.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -909553.937500 Penalty: 2925.317383
	Iteration 40F: 3 clusters Score -909553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -909555.625000 Penalty: 2925.317383
	Iteration 41Q: 3 clusters Score -909555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -909553.937500 Penalty: 2925.317383
	Iteration 42Q: 3 clusters Score -909553.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -909553.312500 Penalty: 2925.317383
	Iteration 43Q: 3 clusters Score -909553.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -909555.625000 Penalty: 2925.317383
	Iteration 44Q: 3 clusters Score -909555.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -909555.375000 Penalty: 2925.317383
	Iteration 45Q: 3 clusters Score -909555.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -909555.375000 Penalty: 2925.317383
	Iteration 46F: 3 clusters Score -909555.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Entering Unmasked Estep 
Score: -1097210.375000 Penalty: 1489.521118
	Iteration 0F: 2 clusters Score -1097210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1090364.250000 Penalty: 2979.042236
	Iteration 0F: 3 clusters Score -1090364 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1092594.375000 Penalty: 2979.042236
	Iteration 1F: 3 clusters Score -1092594 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1092843.500000 Penalty: 2979.042236
	Iteration 2F: 3 clusters Score -1092844 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1093017.625000 Penalty: 2979.042236
	Iteration 3Q: 3 clusters Score -1093018 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1093172.750000 Penalty: 2979.042236
	Iteration 4Q: 3 clusters Score -1093173 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1093334.500000 Penalty: 2979.042236
	Iteration 5Q: 3 clusters Score -1093334 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1093468.375000 Penalty: 2979.042236
	Iteration 6Q: 3 clusters Score -1093468 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1093600.875000 Penalty: 2979.042236
	Iteration 7Q: 3 clusters Score -1093601 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1093763.750000 Penalty: 2979.042236
	Iteration 8Q: 3 clusters Score -1093764 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1093968.125000 Penalty: 2979.042236
	Iteration 9Q: 3 clusters Score -1093968 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1094186.500000 Penalty: 2979.042236
	Iteration 10Q: 3 clusters Score -1094186 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1094432.125000 Penalty: 2979.042236
	Iteration 11Q: 3 clusters Score -1094432 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1094695.375000 Penalty: 2979.042236
	Iteration 12Q: 3 clusters Score -1094695 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1094956.875000 Penalty: 2979.042236
	Iteration 13Q: 3 clusters Score -1094957 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1095198.750000 Penalty: 2979.042236
	Iteration 14Q: 3 clusters Score -1095199 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1095417.750000 Penalty: 2979.042236
	Iteration 15Q: 3 clusters Score -1095418 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1095633.375000 Penalty: 2979.042236
	Iteration 16Q: 3 clusters Score -1095633 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1095838.000000 Penalty: 2979.042236
	Iteration 17Q: 3 clusters Score -1095838 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1095995.625000 Penalty: 2979.042236
	Iteration 18Q: 3 clusters Score -1095996 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1096096.875000 Penalty: 2979.042236
	Iteration 19Q: 3 clusters Score -1096097 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1096166.500000 Penalty: 2979.042236
	Iteration 20F: 3 clusters Score -1096166 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1096205.125000 Penalty: 2979.042236
	Iteration 21Q: 3 clusters Score -1096205 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 7898 members 
Entering Unmasked Estep 
Score: -1096221.000000 Penalty: 2979.042236
	Iteration 22Q: 3 clusters Score -1096221 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1096228.625000 Penalty: 2979.042236
	Iteration 23Q: 3 clusters Score -1096229 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1096234.875000 Penalty: 2979.042236
	Iteration 24Q: 3 clusters Score -1096235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1096238.000000 Penalty: 2979.042236
	Iteration 25Q: 3 clusters Score -1096238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1096239.125000 Penalty: 2979.042236
	Iteration 26Q: 3 clusters Score -1096239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1096240.250000 Penalty: 2979.042236
	Iteration 27Q: 3 clusters Score -1096240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1096244.625000 Penalty: 2979.042236
	Iteration 28Q: 3 clusters Score -1096245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1096244.375000 Penalty: 2979.042236
	Iteration 29Q: 3 clusters Score -1096244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1096244.375000 Penalty: 2979.042236
	Iteration 30F: 3 clusters Score -1096244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Entering Unmasked Estep 
Score: -618872.875000 Penalty: 1416.117188
	Iteration 0F: 2 clusters Score -618872.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -614273.625000 Penalty: 2832.234375
	Iteration 0F: 3 clusters Score -614273.6 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -616127.687500 Penalty: 2832.234375
	Iteration 1F: 3 clusters Score -616127.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -616665.750000 Penalty: 2832.234375
	Iteration 2F: 3 clusters Score -616665.8 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -617063.187500 Penalty: 2832.234375
	Iteration 3F: 3 clusters Score -617063.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -617367.562500 Penalty: 2832.234375
	Iteration 4F: 3 clusters Score -617367.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -617563.187500 Penalty: 2832.234375
	Iteration 5Q: 3 clusters Score -617563.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -617697.750000 Penalty: 2832.234375
	Iteration 6Q: 3 clusters Score -617697.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -617796.812500 Penalty: 2832.234375
	Iteration 7Q: 3 clusters Score -617796.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -617879.562500 Penalty: 2832.234375
	Iteration 8Q: 3 clusters Score -617879.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -617939.000000 Penalty: 2832.234375
	Iteration 9Q: 3 clusters Score -617939 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -617988.500000 Penalty: 2832.234375
	Iteration 10Q: 3 clusters Score -617988.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -618023.125000 Penalty: 2832.234375
	Iteration 11Q: 3 clusters Score -618023.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -618057.687500 Penalty: 2832.234375
	Iteration 12Q: 3 clusters Score -618057.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -618094.187500 Penalty: 2832.234375
	Iteration 13Q: 3 clusters Score -618094.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -618120.750000 Penalty: 2832.234375
	Iteration 14Q: 3 clusters Score -618120.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -618154.812500 Penalty: 2832.234375
	Iteration 15Q: 3 clusters Score -618154.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -618188.500000 Penalty: 2832.234375
	Iteration 16Q: 3 clusters Score -618188.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -618220.625000 Penalty: 2832.234375
	Iteration 17Q: 3 clusters Score -618220.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -618255.937500 Penalty: 2832.234375
	Iteration 18Q: 3 clusters Score -618255.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -618284.250000 Penalty: 2832.234375
	Iteration 19Q: 3 clusters Score -618284.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -618301.875000 Penalty: 2832.234375
	Iteration 20F: 3 clusters Score -618301.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -618315.375000 Penalty: 2832.234375
	Iteration 21Q: 3 clusters Score -618315.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -618335.312500 Penalty: 2832.234375
	Iteration 22Q: 3 clusters Score -618335.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -618351.125000 Penalty: 2832.234375
	Iteration 23Q: 3 clusters Score -618351.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -618359.937500 Penalty: 2832.234375
	Iteration 24Q: 3 clusters Score -618359.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -618375.250000 Penalty: 2832.234375
	Iteration 25Q: 3 clusters Score -618375.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -618388.937500 Penalty: 2832.234375
	Iteration 26Q: 3 clusters Score -618388.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -618401.375000 Penalty: 2832.234375
	Iteration 27Q: 3 clusters Score -618401.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -618412.187500 Penalty: 2832.234375
	Iteration 28Q: 3 clusters Score -618412.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -618421.875000 Penalty: 2832.234375
	Iteration 29Q: 3 clusters Score -618421.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -618432.375000 Penalty: 2832.234375
	Iteration 30Q: 3 clusters Score -618432.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -618437.250000 Penalty: 2832.234375
	Iteration 31Q: 3 clusters Score -618437.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -618440.312500 Penalty: 2832.234375
	Iteration 32Q: 3 clusters Score -618440.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -618444.062500 Penalty: 2832.234375
	Iteration 33Q: 3 clusters Score -618444.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -618446.375000 Penalty: 2832.234375
	Iteration 34Q: 3 clusters Score -618446.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -618450.000000 Penalty: 2832.234375
	Iteration 35Q: 3 clusters Score -618450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -618450.000000 Penalty: 2832.234375
	Iteration 36Q: 3 clusters Score -618450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -618452.250000 Penalty: 2832.234375
	Iteration 37Q: 3 clusters Score -618452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -618452.250000 Penalty: 2832.234375
	Iteration 38Q: 3 clusters Score -618452.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -618451.937500 Penalty: 2832.234375
	Iteration 39Q: 3 clusters Score -618451.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -618451.937500 Penalty: 2832.234375
	Iteration 40F: 3 clusters Score -618451.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Entering Unmasked Estep 
Score: -27593.048828 Penalty: 868.129333
	Iteration 0F: 2 clusters Score -27593.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -26888.228516 Penalty: 1736.258667
	Iteration 0F: 3 clusters Score -26888.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27033.230469 Penalty: 1736.258667
	Iteration 1F: 3 clusters Score -27033.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27061.048828 Penalty: 1736.258667
	Iteration 2F: 3 clusters Score -27061.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27065.630859 Penalty: 1736.258667
	Iteration 3Q: 3 clusters Score -27065.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -27065.630859 Penalty: 1736.258667
	Iteration 4F: 3 clusters Score -27065.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Entering Unmasked Estep 
Score: -250334.046875 Penalty: 1252.762573
	Iteration 0F: 2 clusters Score -250334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -248096.359375 Penalty: 2505.525146
	Iteration 0F: 3 clusters Score -248096.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -248605.765625 Penalty: 2505.525146
	Iteration 1F: 3 clusters Score -248605.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -248735.593750 Penalty: 2505.525146
	Iteration 2F: 3 clusters Score -248735.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -248798.625000 Penalty: 2505.525146
	Iteration 3Q: 3 clusters Score -248798.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -248845.390625 Penalty: 2505.525146
	Iteration 4Q: 3 clusters Score -248845.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -248892.250000 Penalty: 2505.525146
	Iteration 5Q: 3 clusters Score -248892.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -248923.984375 Penalty: 2505.525146
	Iteration 6Q: 3 clusters Score -248924 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -248955.000000 Penalty: 2505.525146
	Iteration 7Q: 3 clusters Score -248955 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -248983.640625 Penalty: 2505.525146
	Iteration 8Q: 3 clusters Score -248983.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -249011.125000 Penalty: 2505.525146
	Iteration 9Q: 3 clusters Score -249011.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -249035.906250 Penalty: 2505.525146
	Iteration 10Q: 3 clusters Score -249035.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -249053.765625 Penalty: 2505.525146
	Iteration 11Q: 3 clusters Score -249053.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249068.078125 Penalty: 2505.525146
	Iteration 12Q: 3 clusters Score -249068.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249082.171875 Penalty: 2505.525146
	Iteration 13Q: 3 clusters Score -249082.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -249094.687500 Penalty: 2505.525146
	Iteration 14Q: 3 clusters Score -249094.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -249108.515625 Penalty: 2505.525146
	Iteration 15Q: 3 clusters Score -249108.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -249124.984375 Penalty: 2505.525146
	Iteration 16Q: 3 clusters Score -249125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -249140.015625 Penalty: 2505.525146
	Iteration 17Q: 3 clusters Score -249140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -249152.906250 Penalty: 2505.525146
	Iteration 18Q: 3 clusters Score -249152.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -249167.125000 Penalty: 2505.525146
	Iteration 19Q: 3 clusters Score -249167.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249184.171875 Penalty: 2505.525146
	Iteration 20F: 3 clusters Score -249184.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -249197.578125 Penalty: 2505.525146
	Iteration 21Q: 3 clusters Score -249197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -249209.343750 Penalty: 2505.525146
	Iteration 22Q: 3 clusters Score -249209.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -249219.468750 Penalty: 2505.525146
	Iteration 23Q: 3 clusters Score -249219.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -249226.781250 Penalty: 2505.525146
	Iteration 24Q: 3 clusters Score -249226.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -249235.046875 Penalty: 2505.525146
	Iteration 25Q: 3 clusters Score -249235 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -249244.156250 Penalty: 2505.525146
	Iteration 26Q: 3 clusters Score -249244.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249254.062500 Penalty: 2505.525146
	Iteration 27Q: 3 clusters Score -249254.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -249259.468750 Penalty: 2505.525146
	Iteration 28Q: 3 clusters Score -249259.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249264.640625 Penalty: 2505.525146
	Iteration 29Q: 3 clusters Score -249264.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -249275.187500 Penalty: 2505.525146
	Iteration 30Q: 3 clusters Score -249275.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -249283.531250 Penalty: 2505.525146
	Iteration 31Q: 3 clusters Score -249283.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -249296.515625 Penalty: 2505.525146
	Iteration 32Q: 3 clusters Score -249296.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249304.906250 Penalty: 2505.525146
	Iteration 33Q: 3 clusters Score -249304.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -249312.296875 Penalty: 2505.525146
	Iteration 34Q: 3 clusters Score -249312.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249315.203125 Penalty: 2505.525146
	Iteration 35Q: 3 clusters Score -249315.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -249317.796875 Penalty: 2505.525146
	Iteration 36Q: 3 clusters Score -249317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -249319.187500 Penalty: 2505.525146
	Iteration 37Q: 3 clusters Score -249319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -249321.656250 Penalty: 2505.525146
	Iteration 38Q: 3 clusters Score -249321.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249327.546875 Penalty: 2505.525146
	Iteration 39Q: 3 clusters Score -249327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -249332.546875 Penalty: 2505.525146
	Iteration 40F: 3 clusters Score -249332.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -249338.890625 Penalty: 2505.525146
	Iteration 41Q: 3 clusters Score -249338.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -249350.750000 Penalty: 2505.525146
	Iteration 42Q: 3 clusters Score -249350.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -249359.968750 Penalty: 2505.525146
	Iteration 43Q: 3 clusters Score -249360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -249366.875000 Penalty: 2505.525146
	Iteration 44Q: 3 clusters Score -249366.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -249376.187500 Penalty: 2505.525146
	Iteration 45Q: 3 clusters Score -249376.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -249382.593750 Penalty: 2505.525146
	Iteration 46Q: 3 clusters Score -249382.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -249390.421875 Penalty: 2505.525146
	Iteration 47Q: 3 clusters Score -249390.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -249393.515625 Penalty: 2505.525146
	Iteration 48Q: 3 clusters Score -249393.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -249395.968750 Penalty: 2505.525146
	Iteration 49Q: 3 clusters Score -249396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -249397.500000 Penalty: 2505.525146
	Iteration 50Q: 3 clusters Score -249397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -249398.531250 Penalty: 2505.525146
	Iteration 51Q: 3 clusters Score -249398.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -249403.984375 Penalty: 2505.525146
	Iteration 52Q: 3 clusters Score -249404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249410.640625 Penalty: 2505.525146
	Iteration 53Q: 3 clusters Score -249410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -249415.187500 Penalty: 2505.525146
	Iteration 54Q: 3 clusters Score -249415.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -249418.109375 Penalty: 2505.525146
	Iteration 55Q: 3 clusters Score -249418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -249418.812500 Penalty: 2505.525146
	Iteration 56Q: 3 clusters Score -249418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -249420.421875 Penalty: 2505.525146
	Iteration 57Q: 3 clusters Score -249420.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -249421.468750 Penalty: 2505.525146
	Iteration 58Q: 3 clusters Score -249421.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -249422.984375 Penalty: 2505.525146
	Iteration 59Q: 3 clusters Score -249423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -249424.031250 Penalty: 2505.525146
	Iteration 60F: 3 clusters Score -249424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -249424.593750 Penalty: 2505.525146
	Iteration 61Q: 3 clusters Score -249424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -249426.109375 Penalty: 2505.525146
	Iteration 62Q: 3 clusters Score -249426.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -249426.515625 Penalty: 2505.525146
	Iteration 63Q: 3 clusters Score -249426.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -249428.312500 Penalty: 2505.525146
	Iteration 64Q: 3 clusters Score -249428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -249428.984375 Penalty: 2505.525146
	Iteration 65Q: 3 clusters Score -249429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -249428.984375 Penalty: 2505.525146
	Iteration 66F: 3 clusters Score -249429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -86922.671875 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -86922.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -85523.937500 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -85523.94 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -85917.234375 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -85917.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -86030.929688 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -86030.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86091.828125 Penalty: 2237.125244
	Iteration 3Q: 3 clusters Score -86091.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -86135.257812 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -86135.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86169.578125 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -86169.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -86199.789062 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -86199.79 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -86251.726562 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -86251.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86273.617188 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -86273.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86283.929688 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -86283.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86293.234375 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -86293.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86296.515625 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -86296.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -86297.515625 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -86297.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86299.453125 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -86299.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86301.773438 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -86301.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -86304.382812 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -86304.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86307.531250 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -86307.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86309.132812 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -86309.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -86309.132812 Penalty: 2237.125244
	Iteration 18F: 3 clusters Score -86309.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -118573.226562 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -118573.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -117076.671875 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -117076.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117339.421875 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -117339.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -117403.859375 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -117403.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -117436.828125 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -117436.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -117458.585938 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -117458.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -117476.820312 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -117476.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117493.945312 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -117493.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -117507.539062 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -117507.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -117520.046875 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -117520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117528.601562 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -117528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -117544.429688 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -117544.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -117557.015625 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -117557 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -117564.804688 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -117564.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -117571.304688 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -117571.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -117572.531250 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -117572.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -117574.054688 Penalty: 2279.230225
	Iteration 15Q: 3 clusters Score -117574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -117575.562500 Penalty: 2279.230225
	Iteration 16Q: 3 clusters Score -117575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117577.406250 Penalty: 2279.230225
	Iteration 17Q: 3 clusters Score -117577.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -117578.812500 Penalty: 2279.230225
	Iteration 18Q: 3 clusters Score -117578.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117579.437500 Penalty: 2279.230225
	Iteration 19Q: 3 clusters Score -117579.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117579.437500 Penalty: 2279.230225
	Iteration 20F: 3 clusters Score -117579.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Entering Unmasked Estep 
Score: -188597.093750 Penalty: 1216.665649
	Iteration 0F: 2 clusters Score -188597.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -186645.000000 Penalty: 2433.331299
	Iteration 0F: 3 clusters Score -186645 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -187026.593750 Penalty: 2433.331299
	Iteration 1F: 3 clusters Score -187026.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -187150.921875 Penalty: 2433.331299
	Iteration 2F: 3 clusters Score -187150.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -187232.843750 Penalty: 2433.331299
	Iteration 3F: 3 clusters Score -187232.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -187293.593750 Penalty: 2433.331299
	Iteration 4Q: 3 clusters Score -187293.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -187338.015625 Penalty: 2433.331299
	Iteration 5Q: 3 clusters Score -187338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -187378.609375 Penalty: 2433.331299
	Iteration 6Q: 3 clusters Score -187378.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -187422.625000 Penalty: 2433.331299
	Iteration 7Q: 3 clusters Score -187422.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -187482.187500 Penalty: 2433.331299
	Iteration 8Q: 3 clusters Score -187482.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -187536.562500 Penalty: 2433.331299
	Iteration 9Q: 3 clusters Score -187536.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -187579.515625 Penalty: 2433.331299
	Iteration 10Q: 3 clusters Score -187579.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -187618.109375 Penalty: 2433.331299
	Iteration 11Q: 3 clusters Score -187618.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -187655.796875 Penalty: 2433.331299
	Iteration 12Q: 3 clusters Score -187655.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -187691.843750 Penalty: 2433.331299
	Iteration 13Q: 3 clusters Score -187691.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -187719.656250 Penalty: 2433.331299
	Iteration 14Q: 3 clusters Score -187719.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -187740.125000 Penalty: 2433.331299
	Iteration 15Q: 3 clusters Score -187740.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -187751.937500 Penalty: 2433.331299
	Iteration 16Q: 3 clusters Score -187751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -187760.500000 Penalty: 2433.331299
	Iteration 17Q: 3 clusters Score -187760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -187766.500000 Penalty: 2433.331299
	Iteration 18Q: 3 clusters Score -187766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -187769.906250 Penalty: 2433.331299
	Iteration 19Q: 3 clusters Score -187769.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -187778.796875 Penalty: 2433.331299
	Iteration 20F: 3 clusters Score -187778.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -187784.765625 Penalty: 2433.331299
	Iteration 21Q: 3 clusters Score -187784.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -187788.406250 Penalty: 2433.331299
	Iteration 22Q: 3 clusters Score -187788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -187790.984375 Penalty: 2433.331299
	Iteration 23Q: 3 clusters Score -187791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -187792.359375 Penalty: 2433.331299
	Iteration 24Q: 3 clusters Score -187792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -187793.875000 Penalty: 2433.331299
	Iteration 25Q: 3 clusters Score -187793.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -187795.968750 Penalty: 2433.331299
	Iteration 26Q: 3 clusters Score -187796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -187797.453125 Penalty: 2433.331299
	Iteration 27Q: 3 clusters Score -187797.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -187798.140625 Penalty: 2433.331299
	Iteration 28Q: 3 clusters Score -187798.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -187798.578125 Penalty: 2433.331299
	Iteration 29Q: 3 clusters Score -187798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -187798.578125 Penalty: 2433.331299
	Iteration 30F: 3 clusters Score -187798.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -304008.031250 Penalty: 1280.937500
	Iteration 0F: 2 clusters Score -304008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -301524.375000 Penalty: 2561.875000
	Iteration 0F: 3 clusters Score -301524.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -302111.656250 Penalty: 2561.875000
	Iteration 1F: 3 clusters Score -302111.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -302254.437500 Penalty: 2561.875000
	Iteration 2F: 3 clusters Score -302254.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -302335.406250 Penalty: 2561.875000
	Iteration 3F: 3 clusters Score -302335.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -302388.750000 Penalty: 2561.875000
	Iteration 4Q: 3 clusters Score -302388.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -302420.093750 Penalty: 2561.875000
	Iteration 5Q: 3 clusters Score -302420.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -302451.406250 Penalty: 2561.875000
	Iteration 6Q: 3 clusters Score -302451.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -302479.843750 Penalty: 2561.875000
	Iteration 7Q: 3 clusters Score -302479.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -302513.312500 Penalty: 2561.875000
	Iteration 8Q: 3 clusters Score -302513.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -302541.781250 Penalty: 2561.875000
	Iteration 9Q: 3 clusters Score -302541.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -302558.625000 Penalty: 2561.875000
	Iteration 10Q: 3 clusters Score -302558.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -302577.406250 Penalty: 2561.875000
	Iteration 11Q: 3 clusters Score -302577.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -302600.968750 Penalty: 2561.875000
	Iteration 12Q: 3 clusters Score -302601 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -302628.156250 Penalty: 2561.875000
	Iteration 13Q: 3 clusters Score -302628.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -302643.718750 Penalty: 2561.875000
	Iteration 14Q: 3 clusters Score -302643.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -302660.937500 Penalty: 2561.875000
	Iteration 15Q: 3 clusters Score -302660.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -302676.187500 Penalty: 2561.875000
	Iteration 16Q: 3 clusters Score -302676.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -302686.625000 Penalty: 2561.875000
	Iteration 17Q: 3 clusters Score -302686.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -302698.781250 Penalty: 2561.875000
	Iteration 18Q: 3 clusters Score -302698.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -302717.562500 Penalty: 2561.875000
	Iteration 19Q: 3 clusters Score -302717.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -302731.906250 Penalty: 2561.875000
	Iteration 20F: 3 clusters Score -302731.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -302743.562500 Penalty: 2561.875000
	Iteration 21Q: 3 clusters Score -302743.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -302756.281250 Penalty: 2561.875000
	Iteration 22Q: 3 clusters Score -302756.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -302768.656250 Penalty: 2561.875000
	Iteration 23Q: 3 clusters Score -302768.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -302775.593750 Penalty: 2561.875000
	Iteration 24Q: 3 clusters Score -302775.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -302779.937500 Penalty: 2561.875000
	Iteration 25Q: 3 clusters Score -302779.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -302782.718750 Penalty: 2561.875000
	Iteration 26Q: 3 clusters Score -302782.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -302785.187500 Penalty: 2561.875000
	Iteration 27Q: 3 clusters Score -302785.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -302786.500000 Penalty: 2561.875000
	Iteration 28Q: 3 clusters Score -302786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -302789.906250 Penalty: 2561.875000
	Iteration 29Q: 3 clusters Score -302789.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -302793.562500 Penalty: 2561.875000
	Iteration 30Q: 3 clusters Score -302793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -302796.625000 Penalty: 2561.875000
	Iteration 31Q: 3 clusters Score -302796.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -302797.250000 Penalty: 2561.875000
	Iteration 32Q: 3 clusters Score -302797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -302798.187500 Penalty: 2561.875000
	Iteration 33Q: 3 clusters Score -302798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -302798.187500 Penalty: 2561.875000
	Iteration 34F: 3 clusters Score -302798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -13445.209961 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -13445.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -12752.377930 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -12752.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -12937.915039 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -12937.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -12978.763672 Penalty: 1717.041138
	Iteration 2F: 3 clusters Score -12978.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -12987.392578 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -12987.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12990.997070 Penalty: 1717.041138
	Iteration 4Q: 3 clusters Score -12991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -12990.997070 Penalty: 1717.041138
	Iteration 5F: 3 clusters Score -12991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -96800.882812 Penalty: 1102.106201
	Iteration 0F: 2 clusters Score -96800.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -95435.750000 Penalty: 2204.212402
	Iteration 0F: 3 clusters Score -95435.75 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95687.585938 Penalty: 2204.212402
	Iteration 1F: 3 clusters Score -95687.59 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95762.523438 Penalty: 2204.212402
	Iteration 2F: 3 clusters Score -95762.52 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95801.062500 Penalty: 2204.212402
	Iteration 3Q: 3 clusters Score -95801.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -95824.820312 Penalty: 2204.212402
	Iteration 4Q: 3 clusters Score -95824.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95848.929688 Penalty: 2204.212402
	Iteration 5Q: 3 clusters Score -95848.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95864.554688 Penalty: 2204.212402
	Iteration 6Q: 3 clusters Score -95864.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -95881.203125 Penalty: 2204.212402
	Iteration 7Q: 3 clusters Score -95881.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -95889.281250 Penalty: 2204.212402
	Iteration 8Q: 3 clusters Score -95889.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -95895.195312 Penalty: 2204.212402
	Iteration 9Q: 3 clusters Score -95895.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95900.812500 Penalty: 2204.212402
	Iteration 10Q: 3 clusters Score -95900.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95914.132812 Penalty: 2204.212402
	Iteration 11Q: 3 clusters Score -95914.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95924.226562 Penalty: 2204.212402
	Iteration 12Q: 3 clusters Score -95924.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -95933.820312 Penalty: 2204.212402
	Iteration 13Q: 3 clusters Score -95933.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95943.242188 Penalty: 2204.212402
	Iteration 14Q: 3 clusters Score -95943.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95951.140625 Penalty: 2204.212402
	Iteration 15Q: 3 clusters Score -95951.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95954.640625 Penalty: 2204.212402
	Iteration 16Q: 3 clusters Score -95954.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95959.031250 Penalty: 2204.212402
	Iteration 17Q: 3 clusters Score -95959.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95967.062500 Penalty: 2204.212402
	Iteration 18Q: 3 clusters Score -95967.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95967.796875 Penalty: 2204.212402
	Iteration 19Q: 3 clusters Score -95967.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95967.796875 Penalty: 2204.212402
	Iteration 20F: 3 clusters Score -95967.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Entering Unmasked Estep 
Score: -113884.492188 Penalty: 1075.545166
	Iteration 0F: 2 clusters Score -113884.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -112609.390625 Penalty: 2151.090332
	Iteration 0F: 3 clusters Score -112609.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -112923.007812 Penalty: 2151.090332
	Iteration 1F: 3 clusters Score -112923 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -113201.101562 Penalty: 2151.090332
	Iteration 2F: 3 clusters Score -113201.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -113586.843750 Penalty: 2151.090332
	Iteration 3F: 3 clusters Score -113586.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -114199.656250 Penalty: 2151.090332
	Iteration 4F: 3 clusters Score -114199.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -115139.531250 Penalty: 2151.090332
	Iteration 5F: 3 clusters Score -115139.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -116362.273438 Penalty: 2151.090332
	Iteration 6F: 3 clusters Score -116362.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118349.820312 Penalty: 2151.090332
	Iteration 7Q: 3 clusters Score -118349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -118349.820312 Penalty: 2151.090332
	Iteration 8F: 3 clusters Score -118349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 12948 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 32604 members 
Mstep: Class 48 contains 377 members 
Entering Unmasked Estep 
Score: -40143732.000000 Penalty: 99827.601562
Splitting cluster 45 changes total score from -40140160.000000 to -40143732.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 46 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -168743.843750 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -168743.8 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 745 members 
Entering Unmasked Estep 
Score: -166965.703125 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -166965.7 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -167376.546875 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -167376.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -167493.875000 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -167493.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167563.718750 Penalty: 2380.030518
	Iteration 3F: 3 clusters Score -167563.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167618.109375 Penalty: 2380.030518
	Iteration 4Q: 3 clusters Score -167618.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -167666.078125 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -167666.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -167703.765625 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -167703.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167726.843750 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -167726.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -167747.843750 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -167747.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -167764.812500 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -167764.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -167790.484375 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -167790.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -167807.734375 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -167807.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -167825.000000 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -167825 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -167834.500000 Penalty: 2380.030518
	Iteration 13Q: 3 clusters Score -167834.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -167843.000000 Penalty: 2380.030518
	Iteration 14Q: 3 clusters Score -167843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -167856.531250 Penalty: 2380.030518
	Iteration 15Q: 3 clusters Score -167856.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -167869.843750 Penalty: 2380.030518
	Iteration 16Q: 3 clusters Score -167869.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -167885.546875 Penalty: 2380.030518
	Iteration 17Q: 3 clusters Score -167885.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167896.625000 Penalty: 2380.030518
	Iteration 18Q: 3 clusters Score -167896.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -167904.171875 Penalty: 2380.030518
	Iteration 19Q: 3 clusters Score -167904.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -167911.640625 Penalty: 2380.030518
	Iteration 20F: 3 clusters Score -167911.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -167921.843750 Penalty: 2380.030518
	Iteration 21Q: 3 clusters Score -167921.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -167930.078125 Penalty: 2380.030518
	Iteration 22Q: 3 clusters Score -167930.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -167933.890625 Penalty: 2380.030518
	Iteration 23Q: 3 clusters Score -167933.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -167937.750000 Penalty: 2380.030518
	Iteration 24Q: 3 clusters Score -167937.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -167938.562500 Penalty: 2380.030518
	Iteration 25Q: 3 clusters Score -167938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -167939.984375 Penalty: 2380.030518
	Iteration 26Q: 3 clusters Score -167940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -167940.187500 Penalty: 2380.030518
	Iteration 27Q: 3 clusters Score -167940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -167940.187500 Penalty: 2380.030518
	Iteration 28F: 3 clusters Score -167940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 85392 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3616 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4272 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4962 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 12948 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18309 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 5237 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4369 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6349 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16157 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8111 members 
Mstep: Class 35 contains 9569 members 
Mstep: Class 36 contains 6091 members 
Mstep: Class 37 contains 209 members 
Mstep: Class 38 contains 2229 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1785 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 372 members 
Mstep: Class 46 contains 1515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40145600.000000 Penalty: 99827.601562
Iteration 158F: 49 clusters Score -4.01456e+07 nChanged 3827
Entering ConstructFrom: 
Score: -40145600.000000 Penalty: 99827.601562
Entering ConstructFrom: 
Trying to split cluster 1 (3464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Entering Unmasked Estep 
Score: -353548.093750 Penalty: 1324.404053
	Iteration 0F: 2 clusters Score -353548.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -350608.093750 Penalty: 2648.808105
	Iteration 0F: 3 clusters Score -350608.1 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -351544.875000 Penalty: 2648.808105
	Iteration 1F: 3 clusters Score -351544.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -351889.375000 Penalty: 2648.808105
	Iteration 2F: 3 clusters Score -351889.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -352137.968750 Penalty: 2648.808105
	Iteration 3F: 3 clusters Score -352138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -352301.687500 Penalty: 2648.808105
	Iteration 4F: 3 clusters Score -352301.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -352403.218750 Penalty: 2648.808105
	Iteration 5Q: 3 clusters Score -352403.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -352499.187500 Penalty: 2648.808105
	Iteration 6Q: 3 clusters Score -352499.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -352566.656250 Penalty: 2648.808105
	Iteration 7Q: 3 clusters Score -352566.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -352616.406250 Penalty: 2648.808105
	Iteration 8Q: 3 clusters Score -352616.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -352664.093750 Penalty: 2648.808105
	Iteration 9Q: 3 clusters Score -352664.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -352692.093750 Penalty: 2648.808105
	Iteration 10Q: 3 clusters Score -352692.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -352708.968750 Penalty: 2648.808105
	Iteration 11Q: 3 clusters Score -352709 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -352722.625000 Penalty: 2648.808105
	Iteration 12Q: 3 clusters Score -352722.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -352734.406250 Penalty: 2648.808105
	Iteration 13Q: 3 clusters Score -352734.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -352742.468750 Penalty: 2648.808105
	Iteration 14Q: 3 clusters Score -352742.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -352746.187500 Penalty: 2648.808105
	Iteration 15Q: 3 clusters Score -352746.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -352746.406250 Penalty: 2648.808105
	Iteration 16Q: 3 clusters Score -352746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352746.281250 Penalty: 2648.808105
	Iteration 17Q: 3 clusters Score -352746.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -352746.281250 Penalty: 2648.808105
	Iteration 18F: 3 clusters Score -352746.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (85874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85874 members 
Entering Unmasked Estep 
Score: -9848219.000000 Penalty: 1846.103516
	Iteration 0F: 2 clusters Score -9848219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -9790374.000000 Penalty: 3692.207031
	Iteration 0F: 3 clusters Score -9790374 nChanged 41161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -9814567.000000 Penalty: 3692.207031
	Iteration 1F: 3 clusters Score -9814567 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -9815167.000000 Penalty: 3692.207031
	Iteration 2Q: 3 clusters Score -9815167 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -9815854.000000 Penalty: 3692.207031
	Iteration 3Q: 3 clusters Score -9815854 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -9816537.000000 Penalty: 3692.207031
	Iteration 4Q: 3 clusters Score -9816537 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -9817474.000000 Penalty: 3692.207031
	Iteration 5Q: 3 clusters Score -9817474 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -9818778.000000 Penalty: 3692.207031
	Iteration 6Q: 3 clusters Score -9818778 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51975 members 
Mstep: Class 2 contains 33899 members 
Entering Unmasked Estep 
Score: -9820617.000000 Penalty: 3692.207031
	Iteration 7Q: 3 clusters Score -9820617 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -9823228.000000 Penalty: 3692.207031
	Iteration 8F: 3 clusters Score -9823228 nChanged 5222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60649 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -9826673.000000 Penalty: 3692.207031
	Iteration 9F: 3 clusters Score -9826673 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -9831066.000000 Penalty: 3692.207031
	Iteration 10F: 3 clusters Score -9831066 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71384 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -9835481.000000 Penalty: 3692.207031
	Iteration 11F: 3 clusters Score -9835481 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75940 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -9839411.000000 Penalty: 3692.207031
	Iteration 12F: 3 clusters Score -9839411 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -9842516.000000 Penalty: 3692.207031
	Iteration 13Q: 3 clusters Score -9842516 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81662 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -9844438.000000 Penalty: 3692.207031
	Iteration 14Q: 3 clusters Score -9844438 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -9845645.000000 Penalty: 3692.207031
	Iteration 15Q: 3 clusters Score -9845645 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -9846331.000000 Penalty: 3692.207031
	Iteration 16Q: 3 clusters Score -9846331 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84089 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9846721.000000 Penalty: 3692.207031
	Iteration 17Q: 3 clusters Score -9846721 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84301 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -9846919.000000 Penalty: 3692.207031
	Iteration 18Q: 3 clusters Score -9846919 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -9846998.000000 Penalty: 3692.207031
	Iteration 19Q: 3 clusters Score -9846998 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9847054.000000 Penalty: 3692.207031
	Iteration 20F: 3 clusters Score -9847054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84598 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9847085.000000 Penalty: 3692.207031
	Iteration 21Q: 3 clusters Score -9847085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84625 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9847092.000000 Penalty: 3692.207031
	Iteration 22Q: 3 clusters Score -9847092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9847114.000000 Penalty: 3692.207031
	Iteration 23Q: 3 clusters Score -9847114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84682 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9847140.000000 Penalty: 3692.207031
	Iteration 24Q: 3 clusters Score -9847140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84704 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9847136.000000 Penalty: 3692.207031
	Iteration 25Q: 3 clusters Score -9847136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84716 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9847141.000000 Penalty: 3692.207031
	Iteration 26Q: 3 clusters Score -9847141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84727 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9847134.000000 Penalty: 3692.207031
	Iteration 27Q: 3 clusters Score -9847134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84733 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9847135.000000 Penalty: 3692.207031
	Iteration 28Q: 3 clusters Score -9847135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84740 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9847158.000000 Penalty: 3692.207031
	Iteration 29Q: 3 clusters Score -9847158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9847150.000000 Penalty: 3692.207031
	Iteration 30Q: 3 clusters Score -9847150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84752 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -9847160.000000 Penalty: 3692.207031
	Iteration 31Q: 3 clusters Score -9847160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84756 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9847162.000000 Penalty: 3692.207031
	Iteration 32Q: 3 clusters Score -9847162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84757 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9847159.000000 Penalty: 3692.207031
	Iteration 33Q: 3 clusters Score -9847159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84761 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9847174.000000 Penalty: 3692.207031
	Iteration 34Q: 3 clusters Score -9847174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9847172.000000 Penalty: 3692.207031
	Iteration 35Q: 3 clusters Score -9847172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9847172.000000 Penalty: 3692.207031
	Iteration 36F: 3 clusters Score -9847172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -236833.203125 Penalty: 1245.684937
	Iteration 0F: 2 clusters Score -236833.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -234663.421875 Penalty: 2491.369873
	Iteration 0F: 3 clusters Score -234663.4 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -235098.875000 Penalty: 2491.369873
	Iteration 1F: 3 clusters Score -235098.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -235199.703125 Penalty: 2491.369873
	Iteration 2F: 3 clusters Score -235199.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -235272.234375 Penalty: 2491.369873
	Iteration 3F: 3 clusters Score -235272.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -235330.906250 Penalty: 2491.369873
	Iteration 4Q: 3 clusters Score -235330.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -235400.250000 Penalty: 2491.369873
	Iteration 5Q: 3 clusters Score -235400.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -235470.859375 Penalty: 2491.369873
	Iteration 6Q: 3 clusters Score -235470.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -235543.312500 Penalty: 2491.369873
	Iteration 7Q: 3 clusters Score -235543.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -235633.171875 Penalty: 2491.369873
	Iteration 8Q: 3 clusters Score -235633.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -235723.109375 Penalty: 2491.369873
	Iteration 9Q: 3 clusters Score -235723.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -235833.640625 Penalty: 2491.369873
	Iteration 10Q: 3 clusters Score -235833.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -235928.437500 Penalty: 2491.369873
	Iteration 11Q: 3 clusters Score -235928.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -235994.156250 Penalty: 2491.369873
	Iteration 12Q: 3 clusters Score -235994.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -236036.500000 Penalty: 2491.369873
	Iteration 13Q: 3 clusters Score -236036.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -236053.890625 Penalty: 2491.369873
	Iteration 14Q: 3 clusters Score -236053.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -236072.187500 Penalty: 2491.369873
	Iteration 15Q: 3 clusters Score -236072.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -236084.843750 Penalty: 2491.369873
	Iteration 16Q: 3 clusters Score -236084.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -236101.156250 Penalty: 2491.369873
	Iteration 17Q: 3 clusters Score -236101.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -236117.718750 Penalty: 2491.369873
	Iteration 18Q: 3 clusters Score -236117.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -236134.703125 Penalty: 2491.369873
	Iteration 19Q: 3 clusters Score -236134.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -236148.375000 Penalty: 2491.369873
	Iteration 20F: 3 clusters Score -236148.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -236158.890625 Penalty: 2491.369873
	Iteration 21Q: 3 clusters Score -236158.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -236168.343750 Penalty: 2491.369873
	Iteration 22Q: 3 clusters Score -236168.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -236173.265625 Penalty: 2491.369873
	Iteration 23Q: 3 clusters Score -236173.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -236177.375000 Penalty: 2491.369873
	Iteration 24Q: 3 clusters Score -236177.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -236179.046875 Penalty: 2491.369873
	Iteration 25Q: 3 clusters Score -236179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -236179.937500 Penalty: 2491.369873
	Iteration 26Q: 3 clusters Score -236179.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -236179.937500 Penalty: 2491.369873
	Iteration 27F: 3 clusters Score -236179.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Entering Unmasked Estep 
Score: -413332.000000 Penalty: 1331.472534
	Iteration 0F: 2 clusters Score -413332 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 1820 members 
Entering Unmasked Estep 
Score: -410174.375000 Penalty: 2662.945068
	Iteration 0F: 3 clusters Score -410174.4 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -410977.687500 Penalty: 2662.945068
	Iteration 1F: 3 clusters Score -410977.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -411135.312500 Penalty: 2662.945068
	Iteration 2F: 3 clusters Score -411135.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -411243.812500 Penalty: 2662.945068
	Iteration 3F: 3 clusters Score -411243.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -411328.625000 Penalty: 2662.945068
	Iteration 4Q: 3 clusters Score -411328.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -411384.562500 Penalty: 2662.945068
	Iteration 5Q: 3 clusters Score -411384.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -411429.562500 Penalty: 2662.945068
	Iteration 6Q: 3 clusters Score -411429.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -411481.656250 Penalty: 2662.945068
	Iteration 7Q: 3 clusters Score -411481.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -411527.656250 Penalty: 2662.945068
	Iteration 8Q: 3 clusters Score -411527.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -411564.250000 Penalty: 2662.945068
	Iteration 9Q: 3 clusters Score -411564.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -411597.250000 Penalty: 2662.945068
	Iteration 10Q: 3 clusters Score -411597.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -411631.375000 Penalty: 2662.945068
	Iteration 11Q: 3 clusters Score -411631.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -411672.656250 Penalty: 2662.945068
	Iteration 12Q: 3 clusters Score -411672.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -411710.843750 Penalty: 2662.945068
	Iteration 13Q: 3 clusters Score -411710.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -411756.875000 Penalty: 2662.945068
	Iteration 14Q: 3 clusters Score -411756.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -411802.875000 Penalty: 2662.945068
	Iteration 15Q: 3 clusters Score -411802.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -411858.062500 Penalty: 2662.945068
	Iteration 16Q: 3 clusters Score -411858.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -411925.375000 Penalty: 2662.945068
	Iteration 17Q: 3 clusters Score -411925.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -411978.000000 Penalty: 2662.945068
	Iteration 18Q: 3 clusters Score -411978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -412016.375000 Penalty: 2662.945068
	Iteration 19Q: 3 clusters Score -412016.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -412048.250000 Penalty: 2662.945068
	Iteration 20F: 3 clusters Score -412048.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -412078.093750 Penalty: 2662.945068
	Iteration 21Q: 3 clusters Score -412078.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -412109.906250 Penalty: 2662.945068
	Iteration 22Q: 3 clusters Score -412109.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -412136.062500 Penalty: 2662.945068
	Iteration 23Q: 3 clusters Score -412136.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -412160.843750 Penalty: 2662.945068
	Iteration 24Q: 3 clusters Score -412160.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -412188.187500 Penalty: 2662.945068
	Iteration 25Q: 3 clusters Score -412188.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -412212.468750 Penalty: 2662.945068
	Iteration 26Q: 3 clusters Score -412212.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -412226.906250 Penalty: 2662.945068
	Iteration 27Q: 3 clusters Score -412226.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -412237.562500 Penalty: 2662.945068
	Iteration 28Q: 3 clusters Score -412237.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -412245.937500 Penalty: 2662.945068
	Iteration 29Q: 3 clusters Score -412245.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -412251.218750 Penalty: 2662.945068
	Iteration 30Q: 3 clusters Score -412251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -412255.687500 Penalty: 2662.945068
	Iteration 31Q: 3 clusters Score -412255.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -412257.218750 Penalty: 2662.945068
	Iteration 32Q: 3 clusters Score -412257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -412259.343750 Penalty: 2662.945068
	Iteration 33Q: 3 clusters Score -412259.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -412264.031250 Penalty: 2662.945068
	Iteration 34Q: 3 clusters Score -412264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -412264.562500 Penalty: 2662.945068
	Iteration 35Q: 3 clusters Score -412264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -412264.562500 Penalty: 2662.945068
	Iteration 36F: 3 clusters Score -412264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Entering Unmasked Estep 
Score: -5141538.000000 Penalty: 1737.736328
	Iteration 0F: 2 clusters Score -5141538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5112026.000000 Penalty: 3475.472656
	Iteration 0F: 3 clusters Score -5112026 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -5123585.500000 Penalty: 3475.472656
	Iteration 1F: 3 clusters Score -5123586 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -5123900.500000 Penalty: 3475.472656
	Iteration 2Q: 3 clusters Score -5123900 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -5124311.500000 Penalty: 3475.472656
	Iteration 3Q: 3 clusters Score -5124312 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -5124767.000000 Penalty: 3475.472656
	Iteration 4Q: 3 clusters Score -5124767 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -5125373.500000 Penalty: 3475.472656
	Iteration 5Q: 3 clusters Score -5125374 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -5126374.500000 Penalty: 3475.472656
	Iteration 6Q: 3 clusters Score -5126374 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -5127755.000000 Penalty: 3475.472656
	Iteration 7F: 3 clusters Score -5127755 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -5129613.500000 Penalty: 3475.472656
	Iteration 8F: 3 clusters Score -5129614 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -5131790.500000 Penalty: 3475.472656
	Iteration 9F: 3 clusters Score -5131790 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -5134138.500000 Penalty: 3475.472656
	Iteration 10F: 3 clusters Score -5134138 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5136216.000000 Penalty: 3475.472656
	Iteration 11F: 3 clusters Score -5136216 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -5137513.500000 Penalty: 3475.472656
	Iteration 12Q: 3 clusters Score -5137514 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -5138240.500000 Penalty: 3475.472656
	Iteration 13Q: 3 clusters Score -5138240 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -5138614.500000 Penalty: 3475.472656
	Iteration 14Q: 3 clusters Score -5138614 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -5138830.000000 Penalty: 3475.472656
	Iteration 15Q: 3 clusters Score -5138830 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -5139017.500000 Penalty: 3475.472656
	Iteration 16Q: 3 clusters Score -5139018 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -5139181.500000 Penalty: 3475.472656
	Iteration 17Q: 3 clusters Score -5139182 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -5139281.000000 Penalty: 3475.472656
	Iteration 18Q: 3 clusters Score -5139281 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -5139435.000000 Penalty: 3475.472656
	Iteration 19Q: 3 clusters Score -5139435 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38038 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -5139544.500000 Penalty: 3475.472656
	Iteration 20F: 3 clusters Score -5139544 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -5139662.000000 Penalty: 3475.472656
	Iteration 21Q: 3 clusters Score -5139662 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -5139775.000000 Penalty: 3475.472656
	Iteration 22Q: 3 clusters Score -5139775 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5139890.500000 Penalty: 3475.472656
	Iteration 23Q: 3 clusters Score -5139890 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -5139976.000000 Penalty: 3475.472656
	Iteration 24Q: 3 clusters Score -5139976 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5140072.000000 Penalty: 3475.472656
	Iteration 25Q: 3 clusters Score -5140072 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5140127.500000 Penalty: 3475.472656
	Iteration 26Q: 3 clusters Score -5140128 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5140191.000000 Penalty: 3475.472656
	Iteration 27Q: 3 clusters Score -5140191 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5140231.500000 Penalty: 3475.472656
	Iteration 28Q: 3 clusters Score -5140232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -5140251.500000 Penalty: 3475.472656
	Iteration 29Q: 3 clusters Score -5140252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -5140282.500000 Penalty: 3475.472656
	Iteration 30Q: 3 clusters Score -5140282 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -5140320.500000 Penalty: 3475.472656
	Iteration 31Q: 3 clusters Score -5140320 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -5140357.000000 Penalty: 3475.472656
	Iteration 32Q: 3 clusters Score -5140357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5140360.000000 Penalty: 3475.472656
	Iteration 33Q: 3 clusters Score -5140360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -5140372.000000 Penalty: 3475.472656
	Iteration 34Q: 3 clusters Score -5140372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -5140380.000000 Penalty: 3475.472656
	Iteration 35Q: 3 clusters Score -5140380 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -5140399.000000 Penalty: 3475.472656
	Iteration 36Q: 3 clusters Score -5140399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5140407.500000 Penalty: 3475.472656
	Iteration 37Q: 3 clusters Score -5140408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5140414.500000 Penalty: 3475.472656
	Iteration 38Q: 3 clusters Score -5140414 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5140410.000000 Penalty: 3475.472656
	Iteration 39Q: 3 clusters Score -5140410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -5140436.000000 Penalty: 3475.472656
	Iteration 40F: 3 clusters Score -5140436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5140436.500000 Penalty: 3475.472656
	Iteration 41Q: 3 clusters Score -5140436 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5140462.500000 Penalty: 3475.472656
	Iteration 42Q: 3 clusters Score -5140462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5140470.500000 Penalty: 3475.472656
	Iteration 43Q: 3 clusters Score -5140470 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -5140488.000000 Penalty: 3475.472656
	Iteration 44Q: 3 clusters Score -5140488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5140496.000000 Penalty: 3475.472656
	Iteration 45Q: 3 clusters Score -5140496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41749 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -5140487.000000 Penalty: 3475.472656
	Iteration 46Q: 3 clusters Score -5140487 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5140485.500000 Penalty: 3475.472656
	Iteration 47Q: 3 clusters Score -5140486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5140493.000000 Penalty: 3475.472656
	Iteration 48Q: 3 clusters Score -5140493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -5140491.500000 Penalty: 3475.472656
	Iteration 49Q: 3 clusters Score -5140492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -5140491.500000 Penalty: 3475.472656
	Iteration 50Q: 3 clusters Score -5140492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -5140486.000000 Penalty: 3475.472656
	Iteration 51Q: 3 clusters Score -5140486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41879 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -5140489.500000 Penalty: 3475.472656
	Iteration 52Q: 3 clusters Score -5140490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -5140488.500000 Penalty: 3475.472656
	Iteration 53Q: 3 clusters Score -5140488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -5140493.500000 Penalty: 3475.472656
	Iteration 54Q: 3 clusters Score -5140494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5140494.000000 Penalty: 3475.472656
	Iteration 55Q: 3 clusters Score -5140494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5140498.000000 Penalty: 3475.472656
	Iteration 56Q: 3 clusters Score -5140498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5140501.500000 Penalty: 3475.472656
	Iteration 57Q: 3 clusters Score -5140502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5140496.500000 Penalty: 3475.472656
	Iteration 58Q: 3 clusters Score -5140496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5140501.000000 Penalty: 3475.472656
	Iteration 59Q: 3 clusters Score -5140501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5140503.500000 Penalty: 3475.472656
	Iteration 60F: 3 clusters Score -5140504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5140505.000000 Penalty: 3475.472656
	Iteration 61Q: 3 clusters Score -5140505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -5140501.000000 Penalty: 3475.472656
	Iteration 62Q: 3 clusters Score -5140501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41992 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -5140501.500000 Penalty: 3475.472656
	Iteration 63Q: 3 clusters Score -5140502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5140511.500000 Penalty: 3475.472656
	Iteration 64Q: 3 clusters Score -5140512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5140509.500000 Penalty: 3475.472656
	Iteration 65Q: 3 clusters Score -5140510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5140512.000000 Penalty: 3475.472656
	Iteration 66Q: 3 clusters Score -5140512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5140511.500000 Penalty: 3475.472656
	Iteration 67Q: 3 clusters Score -5140512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5140512.500000 Penalty: 3475.472656
	Iteration 68Q: 3 clusters Score -5140512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5140513.500000 Penalty: 3475.472656
	Iteration 69Q: 3 clusters Score -5140514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5140513.500000 Penalty: 3475.472656
	Iteration 70F: 3 clusters Score -5140514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -228306.875000 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -228306.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -226202.875000 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -226202.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -226652.500000 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -226652.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -226747.359375 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -226747.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -226814.625000 Penalty: 2471.266846
	Iteration 3Q: 3 clusters Score -226814.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -226854.765625 Penalty: 2471.266846
	Iteration 4Q: 3 clusters Score -226854.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226881.968750 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -226882 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -226896.671875 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -226896.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -226911.953125 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -226912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -226920.578125 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -226920.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -226933.218750 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -226933.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -226942.828125 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -226942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -226945.312500 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -226945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -226946.468750 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -226946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -226948.625000 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -226948.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -226951.031250 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -226951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226955.109375 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -226955.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226958.812500 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -226958.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226961.234375 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -226961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -226963.671875 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -226963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -226965.578125 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -226965.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -226967.140625 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -226967.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -226969.390625 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -226969.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -226971.015625 Penalty: 2471.266846
	Iteration 22Q: 3 clusters Score -226971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -226972.046875 Penalty: 2471.266846
	Iteration 23Q: 3 clusters Score -226972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -226972.203125 Penalty: 2471.266846
	Iteration 24Q: 3 clusters Score -226972.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226972.546875 Penalty: 2471.266846
	Iteration 25Q: 3 clusters Score -226972.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -226972.546875 Penalty: 2471.266846
	Iteration 26F: 3 clusters Score -226972.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Entering Unmasked Estep 
Score: -2373257.750000 Penalty: 1613.851562
	Iteration 0F: 2 clusters Score -2373258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2359279.000000 Penalty: 3227.703125
	Iteration 0F: 3 clusters Score -2359279 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2364268.500000 Penalty: 3227.703125
	Iteration 1F: 3 clusters Score -2364268 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -2364632.750000 Penalty: 3227.703125
	Iteration 2Q: 3 clusters Score -2364633 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2364974.000000 Penalty: 3227.703125
	Iteration 3Q: 3 clusters Score -2364974 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2365238.250000 Penalty: 3227.703125
	Iteration 4Q: 3 clusters Score -2365238 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2365471.500000 Penalty: 3227.703125
	Iteration 5Q: 3 clusters Score -2365472 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2365727.500000 Penalty: 3227.703125
	Iteration 6Q: 3 clusters Score -2365728 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2365982.750000 Penalty: 3227.703125
	Iteration 7Q: 3 clusters Score -2365983 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -2366324.500000 Penalty: 3227.703125
	Iteration 8Q: 3 clusters Score -2366324 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2366804.250000 Penalty: 3227.703125
	Iteration 9Q: 3 clusters Score -2366804 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2367448.000000 Penalty: 3227.703125
	Iteration 10F: 3 clusters Score -2367448 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2368263.750000 Penalty: 3227.703125
	Iteration 11F: 3 clusters Score -2368264 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -2369095.750000 Penalty: 3227.703125
	Iteration 12F: 3 clusters Score -2369096 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2369914.000000 Penalty: 3227.703125
	Iteration 13Q: 3 clusters Score -2369914 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2370585.000000 Penalty: 3227.703125
	Iteration 14Q: 3 clusters Score -2370585 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2371111.250000 Penalty: 3227.703125
	Iteration 15Q: 3 clusters Score -2371111 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2371476.500000 Penalty: 3227.703125
	Iteration 16Q: 3 clusters Score -2371476 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2371740.750000 Penalty: 3227.703125
	Iteration 17Q: 3 clusters Score -2371741 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2371938.750000 Penalty: 3227.703125
	Iteration 18Q: 3 clusters Score -2371939 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2372081.000000 Penalty: 3227.703125
	Iteration 19Q: 3 clusters Score -2372081 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2372184.750000 Penalty: 3227.703125
	Iteration 20F: 3 clusters Score -2372185 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2372248.500000 Penalty: 3227.703125
	Iteration 21Q: 3 clusters Score -2372248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2372284.250000 Penalty: 3227.703125
	Iteration 22Q: 3 clusters Score -2372284 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2372323.000000 Penalty: 3227.703125
	Iteration 23Q: 3 clusters Score -2372323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2372344.250000 Penalty: 3227.703125
	Iteration 24Q: 3 clusters Score -2372344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2372361.250000 Penalty: 3227.703125
	Iteration 25Q: 3 clusters Score -2372361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2372376.000000 Penalty: 3227.703125
	Iteration 26Q: 3 clusters Score -2372376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2372382.750000 Penalty: 3227.703125
	Iteration 27Q: 3 clusters Score -2372383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2372386.500000 Penalty: 3227.703125
	Iteration 28Q: 3 clusters Score -2372386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2372397.500000 Penalty: 3227.703125
	Iteration 29Q: 3 clusters Score -2372398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2372397.500000 Penalty: 3227.703125
	Iteration 30Q: 3 clusters Score -2372398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2372404.000000 Penalty: 3227.703125
	Iteration 31Q: 3 clusters Score -2372404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2372411.000000 Penalty: 3227.703125
	Iteration 32Q: 3 clusters Score -2372411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2372410.500000 Penalty: 3227.703125
	Iteration 33Q: 3 clusters Score -2372410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2372412.000000 Penalty: 3227.703125
	Iteration 34Q: 3 clusters Score -2372412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2372411.250000 Penalty: 3227.703125
	Iteration 35Q: 3 clusters Score -2372411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2372410.500000 Penalty: 3227.703125
	Iteration 36Q: 3 clusters Score -2372410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2372411.750000 Penalty: 3227.703125
	Iteration 37Q: 3 clusters Score -2372412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2372411.250000 Penalty: 3227.703125
	Iteration 38Q: 3 clusters Score -2372411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2372411.250000 Penalty: 3227.703125
	Iteration 39Q: 3 clusters Score -2372411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2372413.250000 Penalty: 3227.703125
	Iteration 40F: 3 clusters Score -2372413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2372413.500000 Penalty: 3227.703125
	Iteration 41Q: 3 clusters Score -2372414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2372415.000000 Penalty: 3227.703125
	Iteration 42Q: 3 clusters Score -2372415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2372415.500000 Penalty: 3227.703125
	Iteration 43Q: 3 clusters Score -2372416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2372416.500000 Penalty: 3227.703125
	Iteration 44Q: 3 clusters Score -2372416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2372415.500000 Penalty: 3227.703125
	Iteration 45Q: 3 clusters Score -2372416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2372415.500000 Penalty: 3227.703125
	Iteration 46F: 3 clusters Score -2372416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Entering Unmasked Estep 
Score: -486469.750000 Penalty: 1358.777710
	Iteration 0F: 2 clusters Score -486469.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -482953.593750 Penalty: 2717.555420
	Iteration 0F: 3 clusters Score -482953.6 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -484019.812500 Penalty: 2717.555420
	Iteration 1F: 3 clusters Score -484019.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -484309.343750 Penalty: 2717.555420
	Iteration 2F: 3 clusters Score -484309.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -484552.812500 Penalty: 2717.555420
	Iteration 3F: 3 clusters Score -484552.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -484741.250000 Penalty: 2717.555420
	Iteration 4F: 3 clusters Score -484741.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -484906.156250 Penalty: 2717.555420
	Iteration 5F: 3 clusters Score -484906.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -485073.812500 Penalty: 2717.555420
	Iteration 6Q: 3 clusters Score -485073.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -485261.781250 Penalty: 2717.555420
	Iteration 7Q: 3 clusters Score -485261.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -485419.968750 Penalty: 2717.555420
	Iteration 8Q: 3 clusters Score -485420 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -485558.218750 Penalty: 2717.555420
	Iteration 9Q: 3 clusters Score -485558.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -485665.468750 Penalty: 2717.555420
	Iteration 10Q: 3 clusters Score -485665.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -485740.406250 Penalty: 2717.555420
	Iteration 11Q: 3 clusters Score -485740.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -485774.093750 Penalty: 2717.555420
	Iteration 12Q: 3 clusters Score -485774.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -485794.281250 Penalty: 2717.555420
	Iteration 13Q: 3 clusters Score -485794.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -485806.937500 Penalty: 2717.555420
	Iteration 14Q: 3 clusters Score -485806.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -485812.593750 Penalty: 2717.555420
	Iteration 15Q: 3 clusters Score -485812.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -485817.312500 Penalty: 2717.555420
	Iteration 16Q: 3 clusters Score -485817.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -485819.562500 Penalty: 2717.555420
	Iteration 17Q: 3 clusters Score -485819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -485820.593750 Penalty: 2717.555420
	Iteration 18Q: 3 clusters Score -485820.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -485822.468750 Penalty: 2717.555420
	Iteration 19Q: 3 clusters Score -485822.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -485822.750000 Penalty: 2717.555420
	Iteration 20F: 3 clusters Score -485822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -485822.593750 Penalty: 2717.555420
	Iteration 21Q: 3 clusters Score -485822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -485822.593750 Penalty: 2717.555420
	Iteration 22F: 3 clusters Score -485822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -51277.496094 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -51277.5 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 315 members 
Entering Unmasked Estep 
Score: -50229.468750 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -50229.47 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -50583.492188 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -50583.49 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -50724.878906 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -50724.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -50782.488281 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -50782.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50821.265625 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -50821.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -50837.722656 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -50837.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -50855.496094 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -50855.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -50862.539062 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -50862.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50871.554688 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -50871.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50872.292969 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -50872.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -50872.292969 Penalty: 2069.660645
	Iteration 10F: 3 clusters Score -50872.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Entering Unmasked Estep 
Score: -171868.640625 Penalty: 1195.810059
	Iteration 0F: 2 clusters Score -171868.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170065.953125 Penalty: 2391.620117
	Iteration 0F: 3 clusters Score -170066 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -170429.125000 Penalty: 2391.620117
	Iteration 1F: 3 clusters Score -170429.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170612.218750 Penalty: 2391.620117
	Iteration 2F: 3 clusters Score -170612.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -170753.609375 Penalty: 2391.620117
	Iteration 3F: 3 clusters Score -170753.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -170837.468750 Penalty: 2391.620117
	Iteration 4F: 3 clusters Score -170837.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170916.640625 Penalty: 2391.620117
	Iteration 5Q: 3 clusters Score -170916.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -170966.875000 Penalty: 2391.620117
	Iteration 6Q: 3 clusters Score -170966.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -171003.406250 Penalty: 2391.620117
	Iteration 7Q: 3 clusters Score -171003.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -171037.593750 Penalty: 2391.620117
	Iteration 8Q: 3 clusters Score -171037.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -171075.937500 Penalty: 2391.620117
	Iteration 9Q: 3 clusters Score -171075.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -171123.531250 Penalty: 2391.620117
	Iteration 10Q: 3 clusters Score -171123.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -171156.750000 Penalty: 2391.620117
	Iteration 11Q: 3 clusters Score -171156.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -171189.562500 Penalty: 2391.620117
	Iteration 12Q: 3 clusters Score -171189.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -171227.453125 Penalty: 2391.620117
	Iteration 13Q: 3 clusters Score -171227.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -171280.343750 Penalty: 2391.620117
	Iteration 14Q: 3 clusters Score -171280.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -171340.734375 Penalty: 2391.620117
	Iteration 15Q: 3 clusters Score -171340.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -171397.625000 Penalty: 2391.620117
	Iteration 16Q: 3 clusters Score -171397.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -171450.468750 Penalty: 2391.620117
	Iteration 17Q: 3 clusters Score -171450.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -171482.671875 Penalty: 2391.620117
	Iteration 18Q: 3 clusters Score -171482.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -171518.890625 Penalty: 2391.620117
	Iteration 19Q: 3 clusters Score -171518.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -171554.593750 Penalty: 2391.620117
	Iteration 20F: 3 clusters Score -171554.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -171581.406250 Penalty: 2391.620117
	Iteration 21Q: 3 clusters Score -171581.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -171589.265625 Penalty: 2391.620117
	Iteration 22Q: 3 clusters Score -171589.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -171595.937500 Penalty: 2391.620117
	Iteration 23Q: 3 clusters Score -171595.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -171597.734375 Penalty: 2391.620117
	Iteration 24Q: 3 clusters Score -171597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -171599.171875 Penalty: 2391.620117
	Iteration 25Q: 3 clusters Score -171599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -171599.281250 Penalty: 2391.620117
	Iteration 26Q: 3 clusters Score -171599.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -171599.890625 Penalty: 2391.620117
	Iteration 27Q: 3 clusters Score -171599.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -171600.406250 Penalty: 2391.620117
	Iteration 28Q: 3 clusters Score -171600.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -171600.406250 Penalty: 2391.620117
	Iteration 29F: 3 clusters Score -171600.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Entering Unmasked Estep 
Score: -564038.562500 Penalty: 1383.196777
	Iteration 0F: 2 clusters Score -564038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -560133.125000 Penalty: 2766.393555
	Iteration 0F: 3 clusters Score -560133.1 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -561231.500000 Penalty: 2766.393555
	Iteration 1F: 3 clusters Score -561231.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -561413.750000 Penalty: 2766.393555
	Iteration 2F: 3 clusters Score -561413.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -561537.187500 Penalty: 2766.393555
	Iteration 3Q: 3 clusters Score -561537.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -561648.000000 Penalty: 2766.393555
	Iteration 4Q: 3 clusters Score -561648 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -561751.937500 Penalty: 2766.393555
	Iteration 5Q: 3 clusters Score -561751.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -561846.937500 Penalty: 2766.393555
	Iteration 6Q: 3 clusters Score -561846.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -561926.625000 Penalty: 2766.393555
	Iteration 7Q: 3 clusters Score -561926.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -561992.562500 Penalty: 2766.393555
	Iteration 8Q: 3 clusters Score -561992.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -562062.437500 Penalty: 2766.393555
	Iteration 9Q: 3 clusters Score -562062.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -562131.125000 Penalty: 2766.393555
	Iteration 10Q: 3 clusters Score -562131.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -562208.500000 Penalty: 2766.393555
	Iteration 11Q: 3 clusters Score -562208.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -562280.937500 Penalty: 2766.393555
	Iteration 12Q: 3 clusters Score -562280.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -562334.500000 Penalty: 2766.393555
	Iteration 13Q: 3 clusters Score -562334.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -562373.062500 Penalty: 2766.393555
	Iteration 14Q: 3 clusters Score -562373.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -562400.750000 Penalty: 2766.393555
	Iteration 15Q: 3 clusters Score -562400.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -562433.375000 Penalty: 2766.393555
	Iteration 16Q: 3 clusters Score -562433.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -562460.562500 Penalty: 2766.393555
	Iteration 17Q: 3 clusters Score -562460.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -562483.000000 Penalty: 2766.393555
	Iteration 18Q: 3 clusters Score -562483 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -562507.625000 Penalty: 2766.393555
	Iteration 19Q: 3 clusters Score -562507.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -562539.937500 Penalty: 2766.393555
	Iteration 20F: 3 clusters Score -562539.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -562566.375000 Penalty: 2766.393555
	Iteration 21Q: 3 clusters Score -562566.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -562589.500000 Penalty: 2766.393555
	Iteration 22Q: 3 clusters Score -562589.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -562607.937500 Penalty: 2766.393555
	Iteration 23Q: 3 clusters Score -562607.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -562626.250000 Penalty: 2766.393555
	Iteration 24Q: 3 clusters Score -562626.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -562644.562500 Penalty: 2766.393555
	Iteration 25Q: 3 clusters Score -562644.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -562667.250000 Penalty: 2766.393555
	Iteration 26Q: 3 clusters Score -562667.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -562688.875000 Penalty: 2766.393555
	Iteration 27Q: 3 clusters Score -562688.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -562704.125000 Penalty: 2766.393555
	Iteration 28Q: 3 clusters Score -562704.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -562719.437500 Penalty: 2766.393555
	Iteration 29Q: 3 clusters Score -562719.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -562738.375000 Penalty: 2766.393555
	Iteration 30Q: 3 clusters Score -562738.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -562757.687500 Penalty: 2766.393555
	Iteration 31Q: 3 clusters Score -562757.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -562766.812500 Penalty: 2766.393555
	Iteration 32Q: 3 clusters Score -562766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -562773.062500 Penalty: 2766.393555
	Iteration 33Q: 3 clusters Score -562773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -562779.312500 Penalty: 2766.393555
	Iteration 34Q: 3 clusters Score -562779.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -562782.312500 Penalty: 2766.393555
	Iteration 35Q: 3 clusters Score -562782.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -562784.250000 Penalty: 2766.393555
	Iteration 36Q: 3 clusters Score -562784.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -562786.875000 Penalty: 2766.393555
	Iteration 37Q: 3 clusters Score -562786.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -562790.750000 Penalty: 2766.393555
	Iteration 38Q: 3 clusters Score -562790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -562794.187500 Penalty: 2766.393555
	Iteration 39Q: 3 clusters Score -562794.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -562799.437500 Penalty: 2766.393555
	Iteration 40F: 3 clusters Score -562799.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -562805.125000 Penalty: 2766.393555
	Iteration 41Q: 3 clusters Score -562805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -562807.375000 Penalty: 2766.393555
	Iteration 42Q: 3 clusters Score -562807.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -562812.750000 Penalty: 2766.393555
	Iteration 43Q: 3 clusters Score -562812.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -562815.750000 Penalty: 2766.393555
	Iteration 44Q: 3 clusters Score -562815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -562819.687500 Penalty: 2766.393555
	Iteration 45Q: 3 clusters Score -562819.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -562825.437500 Penalty: 2766.393555
	Iteration 46Q: 3 clusters Score -562825.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -562829.812500 Penalty: 2766.393555
	Iteration 47Q: 3 clusters Score -562829.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -562833.375000 Penalty: 2766.393555
	Iteration 48Q: 3 clusters Score -562833.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -562838.250000 Penalty: 2766.393555
	Iteration 49Q: 3 clusters Score -562838.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -562840.875000 Penalty: 2766.393555
	Iteration 50Q: 3 clusters Score -562840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -562844.875000 Penalty: 2766.393555
	Iteration 51Q: 3 clusters Score -562844.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -562846.937500 Penalty: 2766.393555
	Iteration 52Q: 3 clusters Score -562846.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -562849.812500 Penalty: 2766.393555
	Iteration 53Q: 3 clusters Score -562849.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -562855.687500 Penalty: 2766.393555
	Iteration 54Q: 3 clusters Score -562855.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -562864.000000 Penalty: 2766.393555
	Iteration 55Q: 3 clusters Score -562864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -562868.187500 Penalty: 2766.393555
	Iteration 56Q: 3 clusters Score -562868.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -562874.375000 Penalty: 2766.393555
	Iteration 57Q: 3 clusters Score -562874.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -562877.875000 Penalty: 2766.393555
	Iteration 58Q: 3 clusters Score -562877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -562881.187500 Penalty: 2766.393555
	Iteration 59Q: 3 clusters Score -562881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -562882.812500 Penalty: 2766.393555
	Iteration 60F: 3 clusters Score -562882.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -562886.625000 Penalty: 2766.393555
	Iteration 61Q: 3 clusters Score -562886.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -562893.437500 Penalty: 2766.393555
	Iteration 62Q: 3 clusters Score -562893.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -562906.875000 Penalty: 2766.393555
	Iteration 63Q: 3 clusters Score -562906.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -562913.437500 Penalty: 2766.393555
	Iteration 64Q: 3 clusters Score -562913.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -562924.500000 Penalty: 2766.393555
	Iteration 65Q: 3 clusters Score -562924.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -562938.750000 Penalty: 2766.393555
	Iteration 66Q: 3 clusters Score -562938.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -562965.312500 Penalty: 2766.393555
	Iteration 67Q: 3 clusters Score -562965.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -562991.750000 Penalty: 2766.393555
	Iteration 68Q: 3 clusters Score -562991.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -563012.750000 Penalty: 2766.393555
	Iteration 69Q: 3 clusters Score -563012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -563019.062500 Penalty: 2766.393555
	Iteration 70Q: 3 clusters Score -563019.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -563030.062500 Penalty: 2766.393555
	Iteration 71Q: 3 clusters Score -563030.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -563043.562500 Penalty: 2766.393555
	Iteration 72Q: 3 clusters Score -563043.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -563055.687500 Penalty: 2766.393555
	Iteration 73Q: 3 clusters Score -563055.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -563069.312500 Penalty: 2766.393555
	Iteration 74Q: 3 clusters Score -563069.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -563078.500000 Penalty: 2766.393555
	Iteration 75Q: 3 clusters Score -563078.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -563086.750000 Penalty: 2766.393555
	Iteration 76Q: 3 clusters Score -563086.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -563092.437500 Penalty: 2766.393555
	Iteration 77Q: 3 clusters Score -563092.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -563094.375000 Penalty: 2766.393555
	Iteration 78Q: 3 clusters Score -563094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -563097.062500 Penalty: 2766.393555
	Iteration 79Q: 3 clusters Score -563097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -563099.250000 Penalty: 2766.393555
	Iteration 80F: 3 clusters Score -563099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -563098.687500 Penalty: 2766.393555
	Iteration 81Q: 3 clusters Score -563098.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -563098.687500 Penalty: 2766.393555
	Iteration 82F: 3 clusters Score -563098.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -186246.390625 Penalty: 1208.928467
	Iteration 0F: 2 clusters Score -186246.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -184368.296875 Penalty: 2417.856934
	Iteration 0F: 3 clusters Score -184368.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -184764.062500 Penalty: 2417.856934
	Iteration 1F: 3 clusters Score -184764.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -184864.140625 Penalty: 2417.856934
	Iteration 2F: 3 clusters Score -184864.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -184925.109375 Penalty: 2417.856934
	Iteration 3F: 3 clusters Score -184925.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -184964.765625 Penalty: 2417.856934
	Iteration 4Q: 3 clusters Score -184964.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -184998.171875 Penalty: 2417.856934
	Iteration 5Q: 3 clusters Score -184998.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -185025.156250 Penalty: 2417.856934
	Iteration 6Q: 3 clusters Score -185025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185050.718750 Penalty: 2417.856934
	Iteration 7Q: 3 clusters Score -185050.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -185075.265625 Penalty: 2417.856934
	Iteration 8Q: 3 clusters Score -185075.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -185103.484375 Penalty: 2417.856934
	Iteration 9Q: 3 clusters Score -185103.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -185128.875000 Penalty: 2417.856934
	Iteration 10Q: 3 clusters Score -185128.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -185143.515625 Penalty: 2417.856934
	Iteration 11Q: 3 clusters Score -185143.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -185155.109375 Penalty: 2417.856934
	Iteration 12Q: 3 clusters Score -185155.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -185167.437500 Penalty: 2417.856934
	Iteration 13Q: 3 clusters Score -185167.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -185187.968750 Penalty: 2417.856934
	Iteration 14Q: 3 clusters Score -185188 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -185201.406250 Penalty: 2417.856934
	Iteration 15Q: 3 clusters Score -185201.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -185213.062500 Penalty: 2417.856934
	Iteration 16Q: 3 clusters Score -185213.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -185224.500000 Penalty: 2417.856934
	Iteration 17Q: 3 clusters Score -185224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -185240.500000 Penalty: 2417.856934
	Iteration 18Q: 3 clusters Score -185240.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -185256.328125 Penalty: 2417.856934
	Iteration 19Q: 3 clusters Score -185256.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -185269.468750 Penalty: 2417.856934
	Iteration 20F: 3 clusters Score -185269.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -185283.359375 Penalty: 2417.856934
	Iteration 21Q: 3 clusters Score -185283.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -185299.484375 Penalty: 2417.856934
	Iteration 22Q: 3 clusters Score -185299.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -185319.156250 Penalty: 2417.856934
	Iteration 23Q: 3 clusters Score -185319.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -185341.421875 Penalty: 2417.856934
	Iteration 24Q: 3 clusters Score -185341.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -185356.781250 Penalty: 2417.856934
	Iteration 25Q: 3 clusters Score -185356.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -185371.406250 Penalty: 2417.856934
	Iteration 26Q: 3 clusters Score -185371.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -185383.562500 Penalty: 2417.856934
	Iteration 27Q: 3 clusters Score -185383.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -185400.687500 Penalty: 2417.856934
	Iteration 28Q: 3 clusters Score -185400.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -185417.656250 Penalty: 2417.856934
	Iteration 29Q: 3 clusters Score -185417.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185435.765625 Penalty: 2417.856934
	Iteration 30Q: 3 clusters Score -185435.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185455.281250 Penalty: 2417.856934
	Iteration 31Q: 3 clusters Score -185455.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -185478.406250 Penalty: 2417.856934
	Iteration 32Q: 3 clusters Score -185478.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -185499.640625 Penalty: 2417.856934
	Iteration 33Q: 3 clusters Score -185499.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -185522.265625 Penalty: 2417.856934
	Iteration 34Q: 3 clusters Score -185522.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -185539.031250 Penalty: 2417.856934
	Iteration 35Q: 3 clusters Score -185539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -185554.828125 Penalty: 2417.856934
	Iteration 36Q: 3 clusters Score -185554.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185569.546875 Penalty: 2417.856934
	Iteration 37Q: 3 clusters Score -185569.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -185588.218750 Penalty: 2417.856934
	Iteration 38Q: 3 clusters Score -185588.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -185605.906250 Penalty: 2417.856934
	Iteration 39Q: 3 clusters Score -185605.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185619.312500 Penalty: 2417.856934
	Iteration 40F: 3 clusters Score -185619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -185628.453125 Penalty: 2417.856934
	Iteration 41Q: 3 clusters Score -185628.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -185634.765625 Penalty: 2417.856934
	Iteration 42Q: 3 clusters Score -185634.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185639.265625 Penalty: 2417.856934
	Iteration 43Q: 3 clusters Score -185639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -185640.718750 Penalty: 2417.856934
	Iteration 44Q: 3 clusters Score -185640.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -185641.390625 Penalty: 2417.856934
	Iteration 45Q: 3 clusters Score -185641.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -185641.390625 Penalty: 2417.856934
	Iteration 46F: 3 clusters Score -185641.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Entering Unmasked Estep 
Score: -1526630.000000 Penalty: 1541.672241
	Iteration 0F: 2 clusters Score -1526630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1517259.750000 Penalty: 3083.344482
	Iteration 0F: 3 clusters Score -1517260 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1520510.000000 Penalty: 3083.344482
	Iteration 1F: 3 clusters Score -1520510 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1520804.875000 Penalty: 3083.344482
	Iteration 2F: 3 clusters Score -1520805 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1521032.625000 Penalty: 3083.344482
	Iteration 3Q: 3 clusters Score -1521033 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1521266.750000 Penalty: 3083.344482
	Iteration 4Q: 3 clusters Score -1521267 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1521506.250000 Penalty: 3083.344482
	Iteration 5Q: 3 clusters Score -1521506 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -1521795.625000 Penalty: 3083.344482
	Iteration 6Q: 3 clusters Score -1521796 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1522144.500000 Penalty: 3083.344482
	Iteration 7Q: 3 clusters Score -1522144 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1522626.375000 Penalty: 3083.344482
	Iteration 8F: 3 clusters Score -1522626 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1523214.000000 Penalty: 3083.344482
	Iteration 9F: 3 clusters Score -1523214 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1523860.250000 Penalty: 3083.344482
	Iteration 10F: 3 clusters Score -1523860 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1524414.125000 Penalty: 3083.344482
	Iteration 11Q: 3 clusters Score -1524414 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1524807.125000 Penalty: 3083.344482
	Iteration 12Q: 3 clusters Score -1524807 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1525024.625000 Penalty: 3083.344482
	Iteration 13Q: 3 clusters Score -1525025 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1525115.375000 Penalty: 3083.344482
	Iteration 14Q: 3 clusters Score -1525115 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1525179.875000 Penalty: 3083.344482
	Iteration 15Q: 3 clusters Score -1525180 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1525219.000000 Penalty: 3083.344482
	Iteration 16Q: 3 clusters Score -1525219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1525232.625000 Penalty: 3083.344482
	Iteration 17Q: 3 clusters Score -1525233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1525247.000000 Penalty: 3083.344482
	Iteration 18Q: 3 clusters Score -1525247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1525263.125000 Penalty: 3083.344482
	Iteration 19Q: 3 clusters Score -1525263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1525283.750000 Penalty: 3083.344482
	Iteration 20F: 3 clusters Score -1525284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1525294.875000 Penalty: 3083.344482
	Iteration 21Q: 3 clusters Score -1525295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1525306.875000 Penalty: 3083.344482
	Iteration 22Q: 3 clusters Score -1525307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1525313.750000 Penalty: 3083.344482
	Iteration 23Q: 3 clusters Score -1525314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1525318.000000 Penalty: 3083.344482
	Iteration 24Q: 3 clusters Score -1525318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1525321.875000 Penalty: 3083.344482
	Iteration 25Q: 3 clusters Score -1525322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1525329.250000 Penalty: 3083.344482
	Iteration 26Q: 3 clusters Score -1525329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1525331.125000 Penalty: 3083.344482
	Iteration 27Q: 3 clusters Score -1525331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -1525335.000000 Penalty: 3083.344482
	Iteration 28Q: 3 clusters Score -1525335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1525338.500000 Penalty: 3083.344482
	Iteration 29Q: 3 clusters Score -1525338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1525338.500000 Penalty: 3083.344482
	Iteration 30F: 3 clusters Score -1525338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -126256.250000 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -126256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124747.851562 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -124747.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -124989.875000 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -124989.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125058.757812 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -125058.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125086.460938 Penalty: 2275.404785
	Iteration 3Q: 3 clusters Score -125086.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125101.171875 Penalty: 2275.404785
	Iteration 4Q: 3 clusters Score -125101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -125110.656250 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -125110.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125124.960938 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -125125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125136.250000 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -125136.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125142.125000 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -125142.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125146.812500 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -125146.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125149.406250 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -125149.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -125153.359375 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -125153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125161.437500 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -125161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125164.335938 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -125164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125168.781250 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -125168.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125170.226562 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -125170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -125172.515625 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -125172.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -125175.781250 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -125175.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125177.242188 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -125177.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125177.710938 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -125177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125177.710938 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -125177.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Entering Unmasked Estep 
Score: -2082940.125000 Penalty: 1594.952637
	Iteration 0F: 2 clusters Score -2082940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2070400.625000 Penalty: 3189.905273
	Iteration 0F: 3 clusters Score -2070401 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -2074882.500000 Penalty: 3189.905273
	Iteration 1F: 3 clusters Score -2074882 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2075226.500000 Penalty: 3189.905273
	Iteration 2F: 3 clusters Score -2075226 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2075585.375000 Penalty: 3189.905273
	Iteration 3Q: 3 clusters Score -2075585 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2076051.000000 Penalty: 3189.905273
	Iteration 4F: 3 clusters Score -2076051 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -2076614.000000 Penalty: 3189.905273
	Iteration 5F: 3 clusters Score -2076614 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2077313.000000 Penalty: 3189.905273
	Iteration 6F: 3 clusters Score -2077313 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -2078344.500000 Penalty: 3189.905273
	Iteration 7F: 3 clusters Score -2078344 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2079607.875000 Penalty: 3189.905273
	Iteration 8F: 3 clusters Score -2079608 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2080746.250000 Penalty: 3189.905273
	Iteration 9F: 3 clusters Score -2080746 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2081359.125000 Penalty: 3189.905273
	Iteration 10Q: 3 clusters Score -2081359 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2081597.875000 Penalty: 3189.905273
	Iteration 11Q: 3 clusters Score -2081598 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -2081708.875000 Penalty: 3189.905273
	Iteration 12Q: 3 clusters Score -2081709 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2081762.125000 Penalty: 3189.905273
	Iteration 13Q: 3 clusters Score -2081762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2081792.250000 Penalty: 3189.905273
	Iteration 14Q: 3 clusters Score -2081792 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -2081818.000000 Penalty: 3189.905273
	Iteration 15Q: 3 clusters Score -2081818 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2081833.875000 Penalty: 3189.905273
	Iteration 16Q: 3 clusters Score -2081834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2081840.500000 Penalty: 3189.905273
	Iteration 17Q: 3 clusters Score -2081840 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2081844.125000 Penalty: 3189.905273
	Iteration 18Q: 3 clusters Score -2081844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2081851.000000 Penalty: 3189.905273
	Iteration 19Q: 3 clusters Score -2081851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2081857.000000 Penalty: 3189.905273
	Iteration 20F: 3 clusters Score -2081857 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2081861.375000 Penalty: 3189.905273
	Iteration 21Q: 3 clusters Score -2081861 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2081864.125000 Penalty: 3189.905273
	Iteration 22Q: 3 clusters Score -2081864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2081865.625000 Penalty: 3189.905273
	Iteration 23Q: 3 clusters Score -2081866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2081867.625000 Penalty: 3189.905273
	Iteration 24Q: 3 clusters Score -2081868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2081870.625000 Penalty: 3189.905273
	Iteration 25Q: 3 clusters Score -2081871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2081874.625000 Penalty: 3189.905273
	Iteration 26Q: 3 clusters Score -2081875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -2081877.125000 Penalty: 3189.905273
	Iteration 27Q: 3 clusters Score -2081877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2081878.000000 Penalty: 3189.905273
	Iteration 28Q: 3 clusters Score -2081878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2081878.875000 Penalty: 3189.905273
	Iteration 29Q: 3 clusters Score -2081879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2081879.500000 Penalty: 3189.905273
	Iteration 30Q: 3 clusters Score -2081880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2081881.125000 Penalty: 3189.905273
	Iteration 31Q: 3 clusters Score -2081881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2081881.125000 Penalty: 3189.905273
	Iteration 32F: 3 clusters Score -2081881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Entering Unmasked Estep 
Score: -989020.625000 Penalty: 1476.442017
	Iteration 0F: 2 clusters Score -989020.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -982628.937500 Penalty: 2952.884033
	Iteration 0F: 3 clusters Score -982628.9 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -984764.312500 Penalty: 2952.884033
	Iteration 1F: 3 clusters Score -984764.3 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -985313.375000 Penalty: 2952.884033
	Iteration 2F: 3 clusters Score -985313.4 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -985869.375000 Penalty: 2952.884033
	Iteration 3F: 3 clusters Score -985869.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -986386.937500 Penalty: 2952.884033
	Iteration 4F: 3 clusters Score -986386.9 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -986786.062500 Penalty: 2952.884033
	Iteration 5F: 3 clusters Score -986786.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -987106.000000 Penalty: 2952.884033
	Iteration 6F: 3 clusters Score -987106 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -987327.500000 Penalty: 2952.884033
	Iteration 7Q: 3 clusters Score -987327.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -987495.875000 Penalty: 2952.884033
	Iteration 8Q: 3 clusters Score -987495.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -987617.375000 Penalty: 2952.884033
	Iteration 9Q: 3 clusters Score -987617.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -987710.687500 Penalty: 2952.884033
	Iteration 10Q: 3 clusters Score -987710.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -987815.750000 Penalty: 2952.884033
	Iteration 11Q: 3 clusters Score -987815.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -987937.062500 Penalty: 2952.884033
	Iteration 12Q: 3 clusters Score -987937.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -988055.187500 Penalty: 2952.884033
	Iteration 13Q: 3 clusters Score -988055.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -988190.500000 Penalty: 2952.884033
	Iteration 14Q: 3 clusters Score -988190.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -988297.187500 Penalty: 2952.884033
	Iteration 15Q: 3 clusters Score -988297.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -988392.062500 Penalty: 2952.884033
	Iteration 16Q: 3 clusters Score -988392.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -988490.187500 Penalty: 2952.884033
	Iteration 17Q: 3 clusters Score -988490.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -988560.437500 Penalty: 2952.884033
	Iteration 18Q: 3 clusters Score -988560.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -988610.812500 Penalty: 2952.884033
	Iteration 19Q: 3 clusters Score -988610.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -988654.625000 Penalty: 2952.884033
	Iteration 20F: 3 clusters Score -988654.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -988690.812500 Penalty: 2952.884033
	Iteration 21Q: 3 clusters Score -988690.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -988712.750000 Penalty: 2952.884033
	Iteration 22Q: 3 clusters Score -988712.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -988744.875000 Penalty: 2952.884033
	Iteration 23Q: 3 clusters Score -988744.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -988763.687500 Penalty: 2952.884033
	Iteration 24Q: 3 clusters Score -988763.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -988778.125000 Penalty: 2952.884033
	Iteration 25Q: 3 clusters Score -988778.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -988789.937500 Penalty: 2952.884033
	Iteration 26Q: 3 clusters Score -988789.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -988795.500000 Penalty: 2952.884033
	Iteration 27Q: 3 clusters Score -988795.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -988799.562500 Penalty: 2952.884033
	Iteration 28Q: 3 clusters Score -988799.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -988802.625000 Penalty: 2952.884033
	Iteration 29Q: 3 clusters Score -988802.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -988804.125000 Penalty: 2952.884033
	Iteration 30Q: 3 clusters Score -988804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -988807.625000 Penalty: 2952.884033
	Iteration 31Q: 3 clusters Score -988807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -988807.625000 Penalty: 2952.884033
	Iteration 32Q: 3 clusters Score -988807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -988807.937500 Penalty: 2952.884033
	Iteration 33Q: 3 clusters Score -988807.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -988809.500000 Penalty: 2952.884033
	Iteration 34Q: 3 clusters Score -988809.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -988810.375000 Penalty: 2952.884033
	Iteration 35Q: 3 clusters Score -988810.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -988809.562500 Penalty: 2952.884033
	Iteration 36Q: 3 clusters Score -988809.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -988812.312500 Penalty: 2952.884033
	Iteration 37Q: 3 clusters Score -988812.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -988812.312500 Penalty: 2952.884033
	Iteration 38F: 3 clusters Score -988812.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Entering Unmasked Estep 
Score: -67057.601562 Penalty: 1061.976685
	Iteration 0F: 2 clusters Score -67057.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -65852.375000 Penalty: 2123.953369
	Iteration 0F: 3 clusters Score -65852.38 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -66081.539062 Penalty: 2123.953369
	Iteration 1F: 3 clusters Score -66081.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66174.015625 Penalty: 2123.953369
	Iteration 2F: 3 clusters Score -66174.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -66232.804688 Penalty: 2123.953369
	Iteration 3Q: 3 clusters Score -66232.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66284.445312 Penalty: 2123.953369
	Iteration 4Q: 3 clusters Score -66284.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66307.343750 Penalty: 2123.953369
	Iteration 5Q: 3 clusters Score -66307.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66312.726562 Penalty: 2123.953369
	Iteration 6Q: 3 clusters Score -66312.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66316.390625 Penalty: 2123.953369
	Iteration 7Q: 3 clusters Score -66316.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -66323.312500 Penalty: 2123.953369
	Iteration 8Q: 3 clusters Score -66323.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -66331.242188 Penalty: 2123.953369
	Iteration 9Q: 3 clusters Score -66331.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -66337.031250 Penalty: 2123.953369
	Iteration 10Q: 3 clusters Score -66337.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66340.195312 Penalty: 2123.953369
	Iteration 11Q: 3 clusters Score -66340.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -66340.195312 Penalty: 2123.953369
	Iteration 12F: 3 clusters Score -66340.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -584177.000000 Penalty: 1391.569458
	Iteration 0F: 2 clusters Score -584177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -580078.125000 Penalty: 2783.138916
	Iteration 0F: 3 clusters Score -580078.1 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -581361.312500 Penalty: 2783.138916
	Iteration 1F: 3 clusters Score -581361.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -581635.000000 Penalty: 2783.138916
	Iteration 2F: 3 clusters Score -581635 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -581909.937500 Penalty: 2783.138916
	Iteration 3F: 3 clusters Score -581909.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -582219.875000 Penalty: 2783.138916
	Iteration 4F: 3 clusters Score -582219.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -582584.625000 Penalty: 2783.138916
	Iteration 5F: 3 clusters Score -582584.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -583076.000000 Penalty: 2783.138916
	Iteration 6F: 3 clusters Score -583076 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -583476.687500 Penalty: 2783.138916
	Iteration 7F: 3 clusters Score -583476.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -583772.625000 Penalty: 2783.138916
	Iteration 8F: 3 clusters Score -583772.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -583967.875000 Penalty: 2783.138916
	Iteration 9Q: 3 clusters Score -583967.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -584102.312500 Penalty: 2783.138916
	Iteration 10Q: 3 clusters Score -584102.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -584197.437500 Penalty: 2783.138916
	Iteration 11Q: 3 clusters Score -584197.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -584245.625000 Penalty: 2783.138916
	Iteration 12Q: 3 clusters Score -584245.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -584267.187500 Penalty: 2783.138916
	Iteration 13Q: 3 clusters Score -584267.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -584278.125000 Penalty: 2783.138916
	Iteration 14Q: 3 clusters Score -584278.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -584283.250000 Penalty: 2783.138916
	Iteration 15Q: 3 clusters Score -584283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -584283.687500 Penalty: 2783.138916
	Iteration 16Q: 3 clusters Score -584283.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -584285.625000 Penalty: 2783.138916
	Iteration 17Q: 3 clusters Score -584285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -584285.812500 Penalty: 2783.138916
	Iteration 18Q: 3 clusters Score -584285.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -584287.625000 Penalty: 2783.138916
	Iteration 19Q: 3 clusters Score -584287.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -584288.312500 Penalty: 2783.138916
	Iteration 20F: 3 clusters Score -584288.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -584286.625000 Penalty: 2783.138916
	Iteration 21Q: 3 clusters Score -584286.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -584287.625000 Penalty: 2783.138916
	Iteration 22Q: 3 clusters Score -584287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -584287.625000 Penalty: 2783.138916
	Iteration 23F: 3 clusters Score -584287.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 85874 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44080 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 13190 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6328 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16217 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 8998 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8117 members 
Mstep: Class 35 contains 9378 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 205 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1792 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 31990 members 
Mstep: Class 48 contains 381 members 
Mstep: Class 49 contains 1939 members 
Entering Unmasked Estep 
Score: -40145756.000000 Penalty: 101907.343750
Splitting cluster 18 changes total score from -40145600.000000 to -40145756.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 19 (6032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Entering Unmasked Estep 
Score: -693299.437500 Penalty: 1414.535522
	Iteration 0F: 2 clusters Score -693299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -688702.875000 Penalty: 2829.071045
	Iteration 0F: 3 clusters Score -688702.9 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -690107.625000 Penalty: 2829.071045
	Iteration 1F: 3 clusters Score -690107.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -690308.812500 Penalty: 2829.071045
	Iteration 2F: 3 clusters Score -690308.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -690457.437500 Penalty: 2829.071045
	Iteration 3Q: 3 clusters Score -690457.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -690583.500000 Penalty: 2829.071045
	Iteration 4Q: 3 clusters Score -690583.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -690696.437500 Penalty: 2829.071045
	Iteration 5Q: 3 clusters Score -690696.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -690791.562500 Penalty: 2829.071045
	Iteration 6Q: 3 clusters Score -690791.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -690875.687500 Penalty: 2829.071045
	Iteration 7Q: 3 clusters Score -690875.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -690967.812500 Penalty: 2829.071045
	Iteration 8Q: 3 clusters Score -690967.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -691084.000000 Penalty: 2829.071045
	Iteration 9Q: 3 clusters Score -691084 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -691208.437500 Penalty: 2829.071045
	Iteration 10Q: 3 clusters Score -691208.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -691339.750000 Penalty: 2829.071045
	Iteration 11Q: 3 clusters Score -691339.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -691477.937500 Penalty: 2829.071045
	Iteration 12Q: 3 clusters Score -691477.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -691603.937500 Penalty: 2829.071045
	Iteration 13Q: 3 clusters Score -691603.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -691697.375000 Penalty: 2829.071045
	Iteration 14Q: 3 clusters Score -691697.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -691783.312500 Penalty: 2829.071045
	Iteration 15Q: 3 clusters Score -691783.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -691839.375000 Penalty: 2829.071045
	Iteration 16Q: 3 clusters Score -691839.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -691877.375000 Penalty: 2829.071045
	Iteration 17Q: 3 clusters Score -691877.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -691909.125000 Penalty: 2829.071045
	Iteration 18Q: 3 clusters Score -691909.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -691937.500000 Penalty: 2829.071045
	Iteration 19Q: 3 clusters Score -691937.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -691963.000000 Penalty: 2829.071045
	Iteration 20F: 3 clusters Score -691963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -691976.625000 Penalty: 2829.071045
	Iteration 21Q: 3 clusters Score -691976.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -691986.625000 Penalty: 2829.071045
	Iteration 22Q: 3 clusters Score -691986.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -691996.500000 Penalty: 2829.071045
	Iteration 23Q: 3 clusters Score -691996.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -692006.375000 Penalty: 2829.071045
	Iteration 24Q: 3 clusters Score -692006.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -692019.625000 Penalty: 2829.071045
	Iteration 25Q: 3 clusters Score -692019.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -692030.187500 Penalty: 2829.071045
	Iteration 26Q: 3 clusters Score -692030.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -692037.062500 Penalty: 2829.071045
	Iteration 27Q: 3 clusters Score -692037.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -692040.375000 Penalty: 2829.071045
	Iteration 28Q: 3 clusters Score -692040.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -692042.250000 Penalty: 2829.071045
	Iteration 29Q: 3 clusters Score -692042.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -692047.375000 Penalty: 2829.071045
	Iteration 30Q: 3 clusters Score -692047.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -692052.562500 Penalty: 2829.071045
	Iteration 31Q: 3 clusters Score -692052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -692057.750000 Penalty: 2829.071045
	Iteration 32Q: 3 clusters Score -692057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -692061.000000 Penalty: 2829.071045
	Iteration 33Q: 3 clusters Score -692061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -692063.937500 Penalty: 2829.071045
	Iteration 34Q: 3 clusters Score -692063.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -692065.437500 Penalty: 2829.071045
	Iteration 35Q: 3 clusters Score -692065.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -692068.062500 Penalty: 2829.071045
	Iteration 36Q: 3 clusters Score -692068.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -692072.187500 Penalty: 2829.071045
	Iteration 37Q: 3 clusters Score -692072.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -692075.312500 Penalty: 2829.071045
	Iteration 38Q: 3 clusters Score -692075.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -692083.000000 Penalty: 2829.071045
	Iteration 39Q: 3 clusters Score -692083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -692089.375000 Penalty: 2829.071045
	Iteration 40F: 3 clusters Score -692089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -692090.312500 Penalty: 2829.071045
	Iteration 41Q: 3 clusters Score -692090.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -692090.312500 Penalty: 2829.071045
	Iteration 42F: 3 clusters Score -692090.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -103923.000000 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -103923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -102507.867188 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -102507.9 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102766.109375 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -102766.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -102920.796875 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -102920.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -103034.710938 Penalty: 2233.778320
	Iteration 3F: 3 clusters Score -103034.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -103113.929688 Penalty: 2233.778320
	Iteration 4Q: 3 clusters Score -103113.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -103178.812500 Penalty: 2233.778320
	Iteration 5Q: 3 clusters Score -103178.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -103208.945312 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -103208.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -103236.132812 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -103236.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -103248.468750 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -103248.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -103262.585938 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -103262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -103272.085938 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -103272.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -103279.039062 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -103279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -103286.937500 Penalty: 2233.778320
	Iteration 12Q: 3 clusters Score -103286.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -103295.210938 Penalty: 2233.778320
	Iteration 13Q: 3 clusters Score -103295.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -103300.750000 Penalty: 2233.778320
	Iteration 14Q: 3 clusters Score -103300.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -103314.171875 Penalty: 2233.778320
	Iteration 15Q: 3 clusters Score -103314.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -103318.546875 Penalty: 2233.778320
	Iteration 16Q: 3 clusters Score -103318.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -103334.296875 Penalty: 2233.778320
	Iteration 17Q: 3 clusters Score -103334.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -103353.882812 Penalty: 2233.778320
	Iteration 18Q: 3 clusters Score -103353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -103377.664062 Penalty: 2233.778320
	Iteration 19Q: 3 clusters Score -103377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -103394.945312 Penalty: 2233.778320
	Iteration 20F: 3 clusters Score -103394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103412.796875 Penalty: 2233.778320
	Iteration 21Q: 3 clusters Score -103412.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -103418.125000 Penalty: 2233.778320
	Iteration 22Q: 3 clusters Score -103418.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -103423.781250 Penalty: 2233.778320
	Iteration 23Q: 3 clusters Score -103423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -103426.187500 Penalty: 2233.778320
	Iteration 24Q: 3 clusters Score -103426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103428.828125 Penalty: 2233.778320
	Iteration 25Q: 3 clusters Score -103428.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -103428.828125 Penalty: 2233.778320
	Iteration 26F: 3 clusters Score -103428.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -505983.875000 Penalty: 1361.600464
	Iteration 0F: 2 clusters Score -505983.9 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 2168 members 
Entering Unmasked Estep 
Score: -502401.343750 Penalty: 2723.200928
	Iteration 0F: 3 clusters Score -502401.3 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -503285.625000 Penalty: 2723.200928
	Iteration 1F: 3 clusters Score -503285.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -503419.062500 Penalty: 2723.200928
	Iteration 2F: 3 clusters Score -503419.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -503521.156250 Penalty: 2723.200928
	Iteration 3F: 3 clusters Score -503521.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -503590.937500 Penalty: 2723.200928
	Iteration 4Q: 3 clusters Score -503590.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -503633.781250 Penalty: 2723.200928
	Iteration 5Q: 3 clusters Score -503633.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -503671.750000 Penalty: 2723.200928
	Iteration 6Q: 3 clusters Score -503671.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -503701.750000 Penalty: 2723.200928
	Iteration 7Q: 3 clusters Score -503701.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -503730.281250 Penalty: 2723.200928
	Iteration 8Q: 3 clusters Score -503730.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -503755.562500 Penalty: 2723.200928
	Iteration 9Q: 3 clusters Score -503755.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -503778.468750 Penalty: 2723.200928
	Iteration 10Q: 3 clusters Score -503778.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -503794.531250 Penalty: 2723.200928
	Iteration 11Q: 3 clusters Score -503794.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -503808.718750 Penalty: 2723.200928
	Iteration 12Q: 3 clusters Score -503808.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -503825.687500 Penalty: 2723.200928
	Iteration 13Q: 3 clusters Score -503825.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -503839.281250 Penalty: 2723.200928
	Iteration 14Q: 3 clusters Score -503839.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -503857.187500 Penalty: 2723.200928
	Iteration 15Q: 3 clusters Score -503857.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -503871.656250 Penalty: 2723.200928
	Iteration 16Q: 3 clusters Score -503871.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -503883.125000 Penalty: 2723.200928
	Iteration 17Q: 3 clusters Score -503883.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -503897.562500 Penalty: 2723.200928
	Iteration 18Q: 3 clusters Score -503897.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -503912.875000 Penalty: 2723.200928
	Iteration 19Q: 3 clusters Score -503912.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -503930.531250 Penalty: 2723.200928
	Iteration 20F: 3 clusters Score -503930.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -503943.875000 Penalty: 2723.200928
	Iteration 21Q: 3 clusters Score -503943.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -503955.000000 Penalty: 2723.200928
	Iteration 22Q: 3 clusters Score -503955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -503965.437500 Penalty: 2723.200928
	Iteration 23Q: 3 clusters Score -503965.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -503980.437500 Penalty: 2723.200928
	Iteration 24Q: 3 clusters Score -503980.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -503994.187500 Penalty: 2723.200928
	Iteration 25Q: 3 clusters Score -503994.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -504006.687500 Penalty: 2723.200928
	Iteration 26Q: 3 clusters Score -504006.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -504016.718750 Penalty: 2723.200928
	Iteration 27Q: 3 clusters Score -504016.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -504034.062500 Penalty: 2723.200928
	Iteration 28Q: 3 clusters Score -504034.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -504055.375000 Penalty: 2723.200928
	Iteration 29Q: 3 clusters Score -504055.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -504073.437500 Penalty: 2723.200928
	Iteration 30Q: 3 clusters Score -504073.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -504094.000000 Penalty: 2723.200928
	Iteration 31Q: 3 clusters Score -504094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -504124.750000 Penalty: 2723.200928
	Iteration 32Q: 3 clusters Score -504124.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -504157.906250 Penalty: 2723.200928
	Iteration 33Q: 3 clusters Score -504157.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -504188.625000 Penalty: 2723.200928
	Iteration 34Q: 3 clusters Score -504188.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -504226.031250 Penalty: 2723.200928
	Iteration 35Q: 3 clusters Score -504226 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -504265.187500 Penalty: 2723.200928
	Iteration 36Q: 3 clusters Score -504265.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -504315.562500 Penalty: 2723.200928
	Iteration 37Q: 3 clusters Score -504315.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -504359.406250 Penalty: 2723.200928
	Iteration 38Q: 3 clusters Score -504359.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -504411.750000 Penalty: 2723.200928
	Iteration 39Q: 3 clusters Score -504411.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -504461.906250 Penalty: 2723.200928
	Iteration 40F: 3 clusters Score -504461.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -504507.656250 Penalty: 2723.200928
	Iteration 41Q: 3 clusters Score -504507.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -504539.187500 Penalty: 2723.200928
	Iteration 42Q: 3 clusters Score -504539.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -504575.187500 Penalty: 2723.200928
	Iteration 43Q: 3 clusters Score -504575.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -504608.718750 Penalty: 2723.200928
	Iteration 44Q: 3 clusters Score -504608.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -504635.937500 Penalty: 2723.200928
	Iteration 45Q: 3 clusters Score -504635.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -504650.812500 Penalty: 2723.200928
	Iteration 46Q: 3 clusters Score -504650.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -504662.937500 Penalty: 2723.200928
	Iteration 47Q: 3 clusters Score -504662.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -504677.187500 Penalty: 2723.200928
	Iteration 48Q: 3 clusters Score -504677.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -504689.812500 Penalty: 2723.200928
	Iteration 49Q: 3 clusters Score -504689.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -504699.000000 Penalty: 2723.200928
	Iteration 50Q: 3 clusters Score -504699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -504711.593750 Penalty: 2723.200928
	Iteration 51Q: 3 clusters Score -504711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -504723.031250 Penalty: 2723.200928
	Iteration 52Q: 3 clusters Score -504723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -504735.406250 Penalty: 2723.200928
	Iteration 53Q: 3 clusters Score -504735.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -504744.187500 Penalty: 2723.200928
	Iteration 54Q: 3 clusters Score -504744.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -504751.875000 Penalty: 2723.200928
	Iteration 55Q: 3 clusters Score -504751.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -504760.812500 Penalty: 2723.200928
	Iteration 56Q: 3 clusters Score -504760.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -504773.437500 Penalty: 2723.200928
	Iteration 57Q: 3 clusters Score -504773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -504779.156250 Penalty: 2723.200928
	Iteration 58Q: 3 clusters Score -504779.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -504783.125000 Penalty: 2723.200928
	Iteration 59Q: 3 clusters Score -504783.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -504786.718750 Penalty: 2723.200928
	Iteration 60F: 3 clusters Score -504786.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -504787.343750 Penalty: 2723.200928
	Iteration 61Q: 3 clusters Score -504787.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -504787.343750 Penalty: 2723.200928
	Iteration 62F: 3 clusters Score -504787.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Entering Unmasked Estep 
Score: -523870.406250 Penalty: 1371.164307
	Iteration 0F: 2 clusters Score -523870.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -520070.656250 Penalty: 2742.328613
	Iteration 0F: 3 clusters Score -520070.7 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -521090.687500 Penalty: 2742.328613
	Iteration 1F: 3 clusters Score -521090.7 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -521354.718750 Penalty: 2742.328613
	Iteration 2F: 3 clusters Score -521354.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -521588.656250 Penalty: 2742.328613
	Iteration 3F: 3 clusters Score -521588.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -521770.593750 Penalty: 2742.328613
	Iteration 4F: 3 clusters Score -521770.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -521958.187500 Penalty: 2742.328613
	Iteration 5F: 3 clusters Score -521958.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -522128.000000 Penalty: 2742.328613
	Iteration 6F: 3 clusters Score -522128 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -522280.750000 Penalty: 2742.328613
	Iteration 7Q: 3 clusters Score -522280.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -522406.500000 Penalty: 2742.328613
	Iteration 8Q: 3 clusters Score -522406.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -522518.625000 Penalty: 2742.328613
	Iteration 9Q: 3 clusters Score -522518.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -522610.937500 Penalty: 2742.328613
	Iteration 10Q: 3 clusters Score -522610.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -522676.343750 Penalty: 2742.328613
	Iteration 11Q: 3 clusters Score -522676.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -522743.625000 Penalty: 2742.328613
	Iteration 12Q: 3 clusters Score -522743.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -522788.718750 Penalty: 2742.328613
	Iteration 13Q: 3 clusters Score -522788.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -522815.531250 Penalty: 2742.328613
	Iteration 14Q: 3 clusters Score -522815.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -522833.562500 Penalty: 2742.328613
	Iteration 15Q: 3 clusters Score -522833.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -522857.156250 Penalty: 2742.328613
	Iteration 16Q: 3 clusters Score -522857.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -522871.562500 Penalty: 2742.328613
	Iteration 17Q: 3 clusters Score -522871.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -522883.875000 Penalty: 2742.328613
	Iteration 18Q: 3 clusters Score -522883.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -522890.625000 Penalty: 2742.328613
	Iteration 19Q: 3 clusters Score -522890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -522896.000000 Penalty: 2742.328613
	Iteration 20F: 3 clusters Score -522896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -522900.937500 Penalty: 2742.328613
	Iteration 21Q: 3 clusters Score -522900.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -522903.875000 Penalty: 2742.328613
	Iteration 22Q: 3 clusters Score -522903.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -522904.500000 Penalty: 2742.328613
	Iteration 23Q: 3 clusters Score -522904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -522904.906250 Penalty: 2742.328613
	Iteration 24Q: 3 clusters Score -522904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -522905.687500 Penalty: 2742.328613
	Iteration 25Q: 3 clusters Score -522905.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -522905.906250 Penalty: 2742.328613
	Iteration 26Q: 3 clusters Score -522905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -522905.593750 Penalty: 2742.328613
	Iteration 27Q: 3 clusters Score -522905.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -522907.500000 Penalty: 2742.328613
	Iteration 28Q: 3 clusters Score -522907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -522907.906250 Penalty: 2742.328613
	Iteration 29Q: 3 clusters Score -522907.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -522907.062500 Penalty: 2742.328613
	Iteration 30Q: 3 clusters Score -522907.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -522907.687500 Penalty: 2742.328613
	Iteration 31Q: 3 clusters Score -522907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -522907.687500 Penalty: 2742.328613
	Iteration 32F: 3 clusters Score -522907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Entering Unmasked Estep 
Score: -743032.562500 Penalty: 1422.320190
	Iteration 0F: 2 clusters Score -743032.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -738093.937500 Penalty: 2844.640381
	Iteration 0F: 3 clusters Score -738093.9 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -739579.437500 Penalty: 2844.640381
	Iteration 1F: 3 clusters Score -739579.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -739804.812500 Penalty: 2844.640381
	Iteration 2F: 3 clusters Score -739804.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -739987.125000 Penalty: 2844.640381
	Iteration 3F: 3 clusters Score -739987.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -740148.375000 Penalty: 2844.640381
	Iteration 4Q: 3 clusters Score -740148.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -740303.437500 Penalty: 2844.640381
	Iteration 5Q: 3 clusters Score -740303.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -740484.562500 Penalty: 2844.640381
	Iteration 6Q: 3 clusters Score -740484.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -740710.062500 Penalty: 2844.640381
	Iteration 7Q: 3 clusters Score -740710.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -740931.500000 Penalty: 2844.640381
	Iteration 8Q: 3 clusters Score -740931.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -741131.312500 Penalty: 2844.640381
	Iteration 9Q: 3 clusters Score -741131.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -741319.000000 Penalty: 2844.640381
	Iteration 10Q: 3 clusters Score -741319 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -741493.187500 Penalty: 2844.640381
	Iteration 11Q: 3 clusters Score -741493.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -741598.250000 Penalty: 2844.640381
	Iteration 12Q: 3 clusters Score -741598.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -741666.500000 Penalty: 2844.640381
	Iteration 13Q: 3 clusters Score -741666.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -741726.312500 Penalty: 2844.640381
	Iteration 14Q: 3 clusters Score -741726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -741765.437500 Penalty: 2844.640381
	Iteration 15Q: 3 clusters Score -741765.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -741786.500000 Penalty: 2844.640381
	Iteration 16Q: 3 clusters Score -741786.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -741797.375000 Penalty: 2844.640381
	Iteration 17Q: 3 clusters Score -741797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -741808.687500 Penalty: 2844.640381
	Iteration 18Q: 3 clusters Score -741808.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -741817.875000 Penalty: 2844.640381
	Iteration 19Q: 3 clusters Score -741817.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -741828.250000 Penalty: 2844.640381
	Iteration 20F: 3 clusters Score -741828.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -741829.250000 Penalty: 2844.640381
	Iteration 21Q: 3 clusters Score -741829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -741833.312500 Penalty: 2844.640381
	Iteration 22Q: 3 clusters Score -741833.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -741835.500000 Penalty: 2844.640381
	Iteration 23Q: 3 clusters Score -741835.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -741837.312500 Penalty: 2844.640381
	Iteration 24Q: 3 clusters Score -741837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -741838.250000 Penalty: 2844.640381
	Iteration 25Q: 3 clusters Score -741838.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -741838.250000 Penalty: 2844.640381
	Iteration 26F: 3 clusters Score -741838.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -225298.968750 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -225299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -223191.406250 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -223191.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -223639.093750 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -223639.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -223752.046875 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -223752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -223804.234375 Penalty: 2472.560303
	Iteration 3Q: 3 clusters Score -223804.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223849.531250 Penalty: 2472.560303
	Iteration 4Q: 3 clusters Score -223849.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -223893.046875 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -223893 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -223928.265625 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -223928.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -223951.859375 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -223951.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -223968.843750 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -223968.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -223975.218750 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -223975.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -223980.015625 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -223980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -223982.406250 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -223982.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -223986.484375 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -223986.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -223988.359375 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -223988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -223991.921875 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -223991.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -223994.906250 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -223994.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -223997.468750 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -223997.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224001.359375 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -224001.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -224004.625000 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -224004.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224006.328125 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -224006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -224007.671875 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -224007.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -224009.640625 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -224009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -224011.187500 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -224011.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224011.703125 Penalty: 2472.560303
	Iteration 23Q: 3 clusters Score -224011.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -224011.703125 Penalty: 2472.560303
	Iteration 24F: 3 clusters Score -224011.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Entering Unmasked Estep 
Score: -1857755.625000 Penalty: 1575.244995
	Iteration 0F: 2 clusters Score -1857756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1846622.375000 Penalty: 3150.489990
	Iteration 0F: 3 clusters Score -1846622 nChanged 7192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1850552.625000 Penalty: 3150.489990
	Iteration 1F: 3 clusters Score -1850553 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1850993.125000 Penalty: 3150.489990
	Iteration 2F: 3 clusters Score -1850993 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1851559.625000 Penalty: 3150.489990
	Iteration 3F: 3 clusters Score -1851560 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1852237.750000 Penalty: 3150.489990
	Iteration 4F: 3 clusters Score -1852238 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1853049.625000 Penalty: 3150.489990
	Iteration 5F: 3 clusters Score -1853050 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1853959.750000 Penalty: 3150.489990
	Iteration 6F: 3 clusters Score -1853960 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -1854734.500000 Penalty: 3150.489990
	Iteration 7F: 3 clusters Score -1854734 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1855404.625000 Penalty: 3150.489990
	Iteration 8Q: 3 clusters Score -1855405 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1856023.000000 Penalty: 3150.489990
	Iteration 9Q: 3 clusters Score -1856023 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -1856394.375000 Penalty: 3150.489990
	Iteration 10Q: 3 clusters Score -1856394 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1856617.875000 Penalty: 3150.489990
	Iteration 11Q: 3 clusters Score -1856618 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -1856749.500000 Penalty: 3150.489990
	Iteration 12Q: 3 clusters Score -1856750 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1856843.750000 Penalty: 3150.489990
	Iteration 13Q: 3 clusters Score -1856844 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -1856915.125000 Penalty: 3150.489990
	Iteration 14Q: 3 clusters Score -1856915 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1856950.125000 Penalty: 3150.489990
	Iteration 15Q: 3 clusters Score -1856950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1856986.375000 Penalty: 3150.489990
	Iteration 16Q: 3 clusters Score -1856986 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1857002.000000 Penalty: 3150.489990
	Iteration 17Q: 3 clusters Score -1857002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1857013.750000 Penalty: 3150.489990
	Iteration 18Q: 3 clusters Score -1857014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1857011.625000 Penalty: 3150.489990
	Iteration 19Q: 3 clusters Score -1857012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1857018.875000 Penalty: 3150.489990
	Iteration 20F: 3 clusters Score -1857019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1857017.125000 Penalty: 3150.489990
	Iteration 21Q: 3 clusters Score -1857017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1857021.125000 Penalty: 3150.489990
	Iteration 22Q: 3 clusters Score -1857021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1857019.750000 Penalty: 3150.489990
	Iteration 23Q: 3 clusters Score -1857020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1857025.000000 Penalty: 3150.489990
	Iteration 24Q: 3 clusters Score -1857025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1857026.000000 Penalty: 3150.489990
	Iteration 25Q: 3 clusters Score -1857026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1857026.500000 Penalty: 3150.489990
	Iteration 26Q: 3 clusters Score -1857026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1857024.750000 Penalty: 3150.489990
	Iteration 27Q: 3 clusters Score -1857025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1857027.125000 Penalty: 3150.489990
	Iteration 28Q: 3 clusters Score -1857027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1857029.000000 Penalty: 3150.489990
	Iteration 29Q: 3 clusters Score -1857029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1857030.625000 Penalty: 3150.489990
	Iteration 30Q: 3 clusters Score -1857031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1857030.250000 Penalty: 3150.489990
	Iteration 31Q: 3 clusters Score -1857030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1857029.875000 Penalty: 3150.489990
	Iteration 32Q: 3 clusters Score -1857030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1857029.875000 Penalty: 3150.489990
	Iteration 33F: 3 clusters Score -1857030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -157325.750000 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -157325.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -155593.015625 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -155593 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -155918.171875 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -155918.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156018.562500 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -156018.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -156076.750000 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -156076.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156117.765625 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -156117.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -156138.890625 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -156138.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -156161.484375 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -156161.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -156181.484375 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -156181.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -156205.656250 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -156205.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -156222.562500 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -156222.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -156236.812500 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -156236.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -156244.843750 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -156244.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -156249.781250 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -156249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156250.859375 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -156250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156252.312500 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -156252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -156253.390625 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -156253.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -156255.843750 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -156255.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -156258.656250 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -156258.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -156260.328125 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -156260.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -156261.390625 Penalty: 2351.576172
	Iteration 19Q: 3 clusters Score -156261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -156262.062500 Penalty: 2351.576172
	Iteration 20F: 3 clusters Score -156262.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -156262.390625 Penalty: 2351.576172
	Iteration 21Q: 3 clusters Score -156262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -156262.390625 Penalty: 2351.576172
	Iteration 22F: 3 clusters Score -156262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -25414.201172 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -25414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -24551.447266 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -24551.45 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -24739.578125 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -24739.58 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -24810.388672 Penalty: 1937.326660
	Iteration 2F: 3 clusters Score -24810.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -24846.228516 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -24846.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24882.787109 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -24882.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -24896.763672 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -24896.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -24921.388672 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -24921.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24926.005859 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -24926.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -24926.005859 Penalty: 1937.326660
	Iteration 8F: 3 clusters Score -24926.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Entering Unmasked Estep 
Score: -158790.171875 Penalty: 1178.688965
	Iteration 0F: 2 clusters Score -158790.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -157073.250000 Penalty: 2357.377930
	Iteration 0F: 3 clusters Score -157073.2 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -157373.359375 Penalty: 2357.377930
	Iteration 1F: 3 clusters Score -157373.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -157453.468750 Penalty: 2357.377930
	Iteration 2F: 3 clusters Score -157453.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -157499.812500 Penalty: 2357.377930
	Iteration 3Q: 3 clusters Score -157499.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -157523.031250 Penalty: 2357.377930
	Iteration 4Q: 3 clusters Score -157523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -157546.671875 Penalty: 2357.377930
	Iteration 5Q: 3 clusters Score -157546.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -157556.671875 Penalty: 2357.377930
	Iteration 6Q: 3 clusters Score -157556.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -157559.515625 Penalty: 2357.377930
	Iteration 7Q: 3 clusters Score -157559.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157560.578125 Penalty: 2357.377930
	Iteration 8Q: 3 clusters Score -157560.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157561.265625 Penalty: 2357.377930
	Iteration 9Q: 3 clusters Score -157561.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -157562.328125 Penalty: 2357.377930
	Iteration 10Q: 3 clusters Score -157562.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -157563.890625 Penalty: 2357.377930
	Iteration 11Q: 3 clusters Score -157563.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -157566.109375 Penalty: 2357.377930
	Iteration 12Q: 3 clusters Score -157566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -157567.703125 Penalty: 2357.377930
	Iteration 13Q: 3 clusters Score -157567.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -157569.890625 Penalty: 2357.377930
	Iteration 14Q: 3 clusters Score -157569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157570.234375 Penalty: 2357.377930
	Iteration 15Q: 3 clusters Score -157570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -157570.234375 Penalty: 2357.377930
	Iteration 16F: 3 clusters Score -157570.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Entering Unmasked Estep 
Score: -1094793.250000 Penalty: 1490.823486
	Iteration 0F: 2 clusters Score -1094793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1087894.250000 Penalty: 2981.646973
	Iteration 0F: 3 clusters Score -1087894 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1090081.875000 Penalty: 2981.646973
	Iteration 1F: 3 clusters Score -1090082 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1090266.625000 Penalty: 2981.646973
	Iteration 2F: 3 clusters Score -1090267 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1090387.125000 Penalty: 2981.646973
	Iteration 3Q: 3 clusters Score -1090387 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1090464.875000 Penalty: 2981.646973
	Iteration 4Q: 3 clusters Score -1090465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1090540.250000 Penalty: 2981.646973
	Iteration 5Q: 3 clusters Score -1090540 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1090632.375000 Penalty: 2981.646973
	Iteration 6Q: 3 clusters Score -1090632 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1090745.250000 Penalty: 2981.646973
	Iteration 7Q: 3 clusters Score -1090745 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1090925.625000 Penalty: 2981.646973
	Iteration 8Q: 3 clusters Score -1090926 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1091177.875000 Penalty: 2981.646973
	Iteration 9Q: 3 clusters Score -1091178 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1091480.125000 Penalty: 2981.646973
	Iteration 10F: 3 clusters Score -1091480 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1091853.000000 Penalty: 2981.646973
	Iteration 11F: 3 clusters Score -1091853 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1092244.750000 Penalty: 2981.646973
	Iteration 12F: 3 clusters Score -1092245 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1092682.125000 Penalty: 2981.646973
	Iteration 13F: 3 clusters Score -1092682 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1093036.125000 Penalty: 2981.646973
	Iteration 14Q: 3 clusters Score -1093036 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1093334.875000 Penalty: 2981.646973
	Iteration 15Q: 3 clusters Score -1093335 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1093592.500000 Penalty: 2981.646973
	Iteration 16Q: 3 clusters Score -1093592 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1093691.875000 Penalty: 2981.646973
	Iteration 17Q: 3 clusters Score -1093692 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1093728.250000 Penalty: 2981.646973
	Iteration 18Q: 3 clusters Score -1093728 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1093742.375000 Penalty: 2981.646973
	Iteration 19Q: 3 clusters Score -1093742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -1093749.375000 Penalty: 2981.646973
	Iteration 20F: 3 clusters Score -1093749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1093757.000000 Penalty: 2981.646973
	Iteration 21Q: 3 clusters Score -1093757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1093762.125000 Penalty: 2981.646973
	Iteration 22Q: 3 clusters Score -1093762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1093762.250000 Penalty: 2981.646973
	Iteration 23Q: 3 clusters Score -1093762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1093764.250000 Penalty: 2981.646973
	Iteration 24Q: 3 clusters Score -1093764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1093764.750000 Penalty: 2981.646973
	Iteration 25Q: 3 clusters Score -1093765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1093763.375000 Penalty: 2981.646973
	Iteration 26Q: 3 clusters Score -1093763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1093763.375000 Penalty: 2981.646973
	Iteration 27Q: 3 clusters Score -1093763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1093764.250000 Penalty: 2981.646973
	Iteration 28Q: 3 clusters Score -1093764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1093765.000000 Penalty: 2981.646973
	Iteration 29Q: 3 clusters Score -1093765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1093763.875000 Penalty: 2981.646973
	Iteration 30Q: 3 clusters Score -1093764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1093765.375000 Penalty: 2981.646973
	Iteration 31Q: 3 clusters Score -1093765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1093766.625000 Penalty: 2981.646973
	Iteration 32Q: 3 clusters Score -1093767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1093767.875000 Penalty: 2981.646973
	Iteration 33Q: 3 clusters Score -1093768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1093768.875000 Penalty: 2981.646973
	Iteration 34Q: 3 clusters Score -1093769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1093769.125000 Penalty: 2981.646973
	Iteration 35Q: 3 clusters Score -1093769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1093770.375000 Penalty: 2981.646973
	Iteration 36Q: 3 clusters Score -1093770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1093771.500000 Penalty: 2981.646973
	Iteration 37Q: 3 clusters Score -1093772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1093774.125000 Penalty: 2981.646973
	Iteration 38Q: 3 clusters Score -1093774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1093774.375000 Penalty: 2981.646973
	Iteration 39Q: 3 clusters Score -1093774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1093775.250000 Penalty: 2981.646973
	Iteration 40F: 3 clusters Score -1093775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1093777.625000 Penalty: 2981.646973
	Iteration 41Q: 3 clusters Score -1093778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1093780.375000 Penalty: 2981.646973
	Iteration 42Q: 3 clusters Score -1093780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1093779.000000 Penalty: 2981.646973
	Iteration 43Q: 3 clusters Score -1093779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1093780.125000 Penalty: 2981.646973
	Iteration 44Q: 3 clusters Score -1093780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1093780.125000 Penalty: 2981.646973
	Iteration 45F: 3 clusters Score -1093780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Entering Unmasked Estep 
Score: -1042236.812500 Penalty: 1479.523071
	Iteration 0F: 2 clusters Score -1042237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1035707.187500 Penalty: 2959.046143
	Iteration 0F: 3 clusters Score -1035707 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1037761.375000 Penalty: 2959.046143
	Iteration 1F: 3 clusters Score -1037761 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1038057.062500 Penalty: 2959.046143
	Iteration 2F: 3 clusters Score -1038057 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1038321.375000 Penalty: 2959.046143
	Iteration 3F: 3 clusters Score -1038321 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1038591.375000 Penalty: 2959.046143
	Iteration 4F: 3 clusters Score -1038591 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1038898.062500 Penalty: 2959.046143
	Iteration 5F: 3 clusters Score -1038898 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1039209.187500 Penalty: 2959.046143
	Iteration 6F: 3 clusters Score -1039209 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1039533.687500 Penalty: 2959.046143
	Iteration 7F: 3 clusters Score -1039534 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1039839.375000 Penalty: 2959.046143
	Iteration 8Q: 3 clusters Score -1039839 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1040130.250000 Penalty: 2959.046143
	Iteration 9Q: 3 clusters Score -1040130 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1040348.812500 Penalty: 2959.046143
	Iteration 10Q: 3 clusters Score -1040349 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -1040512.250000 Penalty: 2959.046143
	Iteration 11Q: 3 clusters Score -1040512 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1040642.375000 Penalty: 2959.046143
	Iteration 12Q: 3 clusters Score -1040642 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1040747.000000 Penalty: 2959.046143
	Iteration 13Q: 3 clusters Score -1040747 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1040820.562500 Penalty: 2959.046143
	Iteration 14Q: 3 clusters Score -1040821 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1040870.250000 Penalty: 2959.046143
	Iteration 15Q: 3 clusters Score -1040870 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1040901.250000 Penalty: 2959.046143
	Iteration 16Q: 3 clusters Score -1040901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1040933.687500 Penalty: 2959.046143
	Iteration 17Q: 3 clusters Score -1040934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1040958.562500 Penalty: 2959.046143
	Iteration 18Q: 3 clusters Score -1040959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1040972.812500 Penalty: 2959.046143
	Iteration 19Q: 3 clusters Score -1040973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1040977.562500 Penalty: 2959.046143
	Iteration 20F: 3 clusters Score -1040978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1040984.812500 Penalty: 2959.046143
	Iteration 21Q: 3 clusters Score -1040985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1040995.375000 Penalty: 2959.046143
	Iteration 22Q: 3 clusters Score -1040995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1041004.812500 Penalty: 2959.046143
	Iteration 23Q: 3 clusters Score -1041005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1041011.937500 Penalty: 2959.046143
	Iteration 24Q: 3 clusters Score -1041012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1041013.937500 Penalty: 2959.046143
	Iteration 25Q: 3 clusters Score -1041014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1041019.312500 Penalty: 2959.046143
	Iteration 26Q: 3 clusters Score -1041019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1041020.687500 Penalty: 2959.046143
	Iteration 27Q: 3 clusters Score -1041021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1041020.687500 Penalty: 2959.046143
	Iteration 28F: 3 clusters Score -1041021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -590070.125000 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -590070.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -585920.500000 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -585920.5 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -587050.875000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -587050.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -587222.625000 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -587222.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -587357.812500 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -587357.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -587478.625000 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -587478.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -587602.500000 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -587602.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -587712.500000 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -587712.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -587817.562500 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -587817.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -587907.875000 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -587907.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -587983.187500 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -587983.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -588054.375000 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -588054.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -588123.250000 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -588123.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -588191.687500 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -588191.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -588249.250000 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -588249.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -588317.750000 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -588317.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -588392.625000 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -588392.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -588461.125000 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -588461.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -588515.375000 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -588515.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -588553.750000 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -588553.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -588581.437500 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -588581.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -588610.500000 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -588610.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -588638.625000 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -588638.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -588668.875000 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -588668.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -588692.750000 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -588692.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -588713.875000 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -588713.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -588729.875000 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -588729.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -588741.875000 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -588741.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -588750.500000 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -588750.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -588763.312500 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -588763.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -588778.687500 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -588778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -588787.750000 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -588787.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -588795.312500 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -588795.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -588803.000000 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -588803 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -588812.500000 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -588812.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -588821.437500 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -588821.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -588828.187500 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -588828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -588836.000000 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -588836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -588841.125000 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -588841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -588844.375000 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -588844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -588845.625000 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -588845.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -588847.062500 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -588847.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -588847.562500 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -588847.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -588848.875000 Penalty: 2776.429932
	Iteration 42Q: 3 clusters Score -588848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -588848.875000 Penalty: 2776.429932
	Iteration 43F: 3 clusters Score -588848.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -291247.218750 Penalty: 1276.651855
	Iteration 0F: 2 clusters Score -291247.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -288805.875000 Penalty: 2553.303711
	Iteration 0F: 3 clusters Score -288805.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -289386.843750 Penalty: 2553.303711
	Iteration 1F: 3 clusters Score -289386.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -289503.375000 Penalty: 2553.303711
	Iteration 2F: 3 clusters Score -289503.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -289566.750000 Penalty: 2553.303711
	Iteration 3Q: 3 clusters Score -289566.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -289616.625000 Penalty: 2553.303711
	Iteration 4Q: 3 clusters Score -289616.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -289645.156250 Penalty: 2553.303711
	Iteration 5Q: 3 clusters Score -289645.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -289664.687500 Penalty: 2553.303711
	Iteration 6Q: 3 clusters Score -289664.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -289683.312500 Penalty: 2553.303711
	Iteration 7Q: 3 clusters Score -289683.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -289697.312500 Penalty: 2553.303711
	Iteration 8Q: 3 clusters Score -289697.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289712.062500 Penalty: 2553.303711
	Iteration 9Q: 3 clusters Score -289712.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -289722.875000 Penalty: 2553.303711
	Iteration 10Q: 3 clusters Score -289722.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289734.437500 Penalty: 2553.303711
	Iteration 11Q: 3 clusters Score -289734.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -289742.437500 Penalty: 2553.303711
	Iteration 12Q: 3 clusters Score -289742.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -289749.781250 Penalty: 2553.303711
	Iteration 13Q: 3 clusters Score -289749.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -289758.031250 Penalty: 2553.303711
	Iteration 14Q: 3 clusters Score -289758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -289763.406250 Penalty: 2553.303711
	Iteration 15Q: 3 clusters Score -289763.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -289767.968750 Penalty: 2553.303711
	Iteration 16Q: 3 clusters Score -289768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -289771.468750 Penalty: 2553.303711
	Iteration 17Q: 3 clusters Score -289771.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -289774.000000 Penalty: 2553.303711
	Iteration 18Q: 3 clusters Score -289774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289775.968750 Penalty: 2553.303711
	Iteration 19Q: 3 clusters Score -289776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -289777.250000 Penalty: 2553.303711
	Iteration 20F: 3 clusters Score -289777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -289777.562500 Penalty: 2553.303711
	Iteration 21Q: 3 clusters Score -289777.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -289779.343750 Penalty: 2553.303711
	Iteration 22Q: 3 clusters Score -289779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289780.781250 Penalty: 2553.303711
	Iteration 23Q: 3 clusters Score -289780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -289781.687500 Penalty: 2553.303711
	Iteration 24Q: 3 clusters Score -289781.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -289784.406250 Penalty: 2553.303711
	Iteration 25Q: 3 clusters Score -289784.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -289787.781250 Penalty: 2553.303711
	Iteration 26Q: 3 clusters Score -289787.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -289791.500000 Penalty: 2553.303711
	Iteration 27Q: 3 clusters Score -289791.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -289794.625000 Penalty: 2553.303711
	Iteration 28Q: 3 clusters Score -289794.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -289797.343750 Penalty: 2553.303711
	Iteration 29Q: 3 clusters Score -289797.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -289802.406250 Penalty: 2553.303711
	Iteration 30Q: 3 clusters Score -289802.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -289809.218750 Penalty: 2553.303711
	Iteration 31Q: 3 clusters Score -289809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -289819.281250 Penalty: 2553.303711
	Iteration 32Q: 3 clusters Score -289819.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -289833.406250 Penalty: 2553.303711
	Iteration 33Q: 3 clusters Score -289833.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -289841.937500 Penalty: 2553.303711
	Iteration 34Q: 3 clusters Score -289841.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -289855.906250 Penalty: 2553.303711
	Iteration 35Q: 3 clusters Score -289855.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -289877.343750 Penalty: 2553.303711
	Iteration 36Q: 3 clusters Score -289877.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -289902.156250 Penalty: 2553.303711
	Iteration 37Q: 3 clusters Score -289902.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -289919.843750 Penalty: 2553.303711
	Iteration 38Q: 3 clusters Score -289919.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289938.187500 Penalty: 2553.303711
	Iteration 39Q: 3 clusters Score -289938.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -289958.062500 Penalty: 2553.303711
	Iteration 40F: 3 clusters Score -289958.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -289977.750000 Penalty: 2553.303711
	Iteration 41Q: 3 clusters Score -289977.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -289994.281250 Penalty: 2553.303711
	Iteration 42Q: 3 clusters Score -289994.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -290016.750000 Penalty: 2553.303711
	Iteration 43Q: 3 clusters Score -290016.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -290038.687500 Penalty: 2553.303711
	Iteration 44Q: 3 clusters Score -290038.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -290059.031250 Penalty: 2553.303711
	Iteration 45Q: 3 clusters Score -290059 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -290078.875000 Penalty: 2553.303711
	Iteration 46Q: 3 clusters Score -290078.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -290090.031250 Penalty: 2553.303711
	Iteration 47Q: 3 clusters Score -290090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -290100.781250 Penalty: 2553.303711
	Iteration 48Q: 3 clusters Score -290100.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -290107.406250 Penalty: 2553.303711
	Iteration 49Q: 3 clusters Score -290107.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -290112.375000 Penalty: 2553.303711
	Iteration 50Q: 3 clusters Score -290112.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -290117.250000 Penalty: 2553.303711
	Iteration 51Q: 3 clusters Score -290117.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -290123.656250 Penalty: 2553.303711
	Iteration 52Q: 3 clusters Score -290123.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -290130.000000 Penalty: 2553.303711
	Iteration 53Q: 3 clusters Score -290130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -290134.000000 Penalty: 2553.303711
	Iteration 54Q: 3 clusters Score -290134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -290140.468750 Penalty: 2553.303711
	Iteration 55Q: 3 clusters Score -290140.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -290143.968750 Penalty: 2553.303711
	Iteration 56Q: 3 clusters Score -290144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -290150.406250 Penalty: 2553.303711
	Iteration 57Q: 3 clusters Score -290150.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -290153.875000 Penalty: 2553.303711
	Iteration 58Q: 3 clusters Score -290153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -290157.281250 Penalty: 2553.303711
	Iteration 59Q: 3 clusters Score -290157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -290160.500000 Penalty: 2553.303711
	Iteration 60F: 3 clusters Score -290160.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -290162.093750 Penalty: 2553.303711
	Iteration 61Q: 3 clusters Score -290162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -290163.750000 Penalty: 2553.303711
	Iteration 62Q: 3 clusters Score -290163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -290165.125000 Penalty: 2553.303711
	Iteration 63Q: 3 clusters Score -290165.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -290165.937500 Penalty: 2553.303711
	Iteration 64Q: 3 clusters Score -290165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -290167.093750 Penalty: 2553.303711
	Iteration 65Q: 3 clusters Score -290167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -290167.250000 Penalty: 2553.303711
	Iteration 66Q: 3 clusters Score -290167.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -290168.406250 Penalty: 2553.303711
	Iteration 67Q: 3 clusters Score -290168.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -290168.968750 Penalty: 2553.303711
	Iteration 68Q: 3 clusters Score -290169 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -290173.593750 Penalty: 2553.303711
	Iteration 69Q: 3 clusters Score -290173.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -290176.937500 Penalty: 2553.303711
	Iteration 70Q: 3 clusters Score -290176.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -290178.750000 Penalty: 2553.303711
	Iteration 71Q: 3 clusters Score -290178.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -290181.156250 Penalty: 2553.303711
	Iteration 72Q: 3 clusters Score -290181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -290183.156250 Penalty: 2553.303711
	Iteration 73Q: 3 clusters Score -290183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -290184.281250 Penalty: 2553.303711
	Iteration 74Q: 3 clusters Score -290184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -290185.343750 Penalty: 2553.303711
	Iteration 75Q: 3 clusters Score -290185.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -290186.375000 Penalty: 2553.303711
	Iteration 76Q: 3 clusters Score -290186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -290187.375000 Penalty: 2553.303711
	Iteration 77Q: 3 clusters Score -290187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -290189.218750 Penalty: 2553.303711
	Iteration 78Q: 3 clusters Score -290189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -290189.906250 Penalty: 2553.303711
	Iteration 79Q: 3 clusters Score -290189.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -290190.343750 Penalty: 2553.303711
	Iteration 80F: 3 clusters Score -290190.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -161379.703125 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -161379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159601.265625 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -159601.3 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -159960.250000 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -159960.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -160094.062500 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -160094.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160178.062500 Penalty: 2366.450195
	Iteration 3F: 3 clusters Score -160178.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160229.750000 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -160229.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -160273.812500 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -160273.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160305.171875 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -160305.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -160344.937500 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -160344.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160384.453125 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -160384.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -160414.031250 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -160414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -160430.906250 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -160430.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -160453.328125 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -160453.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -160477.203125 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -160477.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160489.890625 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -160489.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -160498.765625 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -160498.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160507.421875 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -160507.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -160515.156250 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -160515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -160519.687500 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -160519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -160528.062500 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -160528.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -160541.296875 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -160541.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -160561.593750 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -160561.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -160588.921875 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -160588.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -160625.015625 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -160625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -160650.234375 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -160650.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -160677.312500 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -160677.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -160708.515625 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -160708.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -160730.171875 Penalty: 2366.450195
	Iteration 26Q: 3 clusters Score -160730.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -160748.750000 Penalty: 2366.450195
	Iteration 27Q: 3 clusters Score -160748.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160771.515625 Penalty: 2366.450195
	Iteration 28Q: 3 clusters Score -160771.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160790.875000 Penalty: 2366.450195
	Iteration 29Q: 3 clusters Score -160790.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160803.093750 Penalty: 2366.450195
	Iteration 30Q: 3 clusters Score -160803.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -160817.781250 Penalty: 2366.450195
	Iteration 31Q: 3 clusters Score -160817.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -160839.218750 Penalty: 2366.450195
	Iteration 32Q: 3 clusters Score -160839.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160856.937500 Penalty: 2366.450195
	Iteration 33Q: 3 clusters Score -160856.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -160875.515625 Penalty: 2366.450195
	Iteration 34Q: 3 clusters Score -160875.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -160892.265625 Penalty: 2366.450195
	Iteration 35Q: 3 clusters Score -160892.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -160902.171875 Penalty: 2366.450195
	Iteration 36Q: 3 clusters Score -160902.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -160911.093750 Penalty: 2366.450195
	Iteration 37Q: 3 clusters Score -160911.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -160921.750000 Penalty: 2366.450195
	Iteration 38Q: 3 clusters Score -160921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -160929.796875 Penalty: 2366.450195
	Iteration 39Q: 3 clusters Score -160929.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160937.734375 Penalty: 2366.450195
	Iteration 40F: 3 clusters Score -160937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -160941.937500 Penalty: 2366.450195
	Iteration 41Q: 3 clusters Score -160941.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160945.843750 Penalty: 2366.450195
	Iteration 42Q: 3 clusters Score -160945.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160947.218750 Penalty: 2366.450195
	Iteration 43Q: 3 clusters Score -160947.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -160947.218750 Penalty: 2366.450195
	Iteration 44F: 3 clusters Score -160947.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -910819.812500 Penalty: 1462.778809
	Iteration 0F: 2 clusters Score -910819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -904797.375000 Penalty: 2925.557617
	Iteration 0F: 3 clusters Score -904797.4 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -906719.625000 Penalty: 2925.557617
	Iteration 1F: 3 clusters Score -906719.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -907026.687500 Penalty: 2925.557617
	Iteration 2F: 3 clusters Score -907026.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -907298.500000 Penalty: 2925.557617
	Iteration 3F: 3 clusters Score -907298.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -907567.437500 Penalty: 2925.557617
	Iteration 4F: 3 clusters Score -907567.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -907851.437500 Penalty: 2925.557617
	Iteration 5F: 3 clusters Score -907851.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -908171.250000 Penalty: 2925.557617
	Iteration 6F: 3 clusters Score -908171.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -908478.062500 Penalty: 2925.557617
	Iteration 7F: 3 clusters Score -908478.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -908787.000000 Penalty: 2925.557617
	Iteration 8F: 3 clusters Score -908787 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -909044.875000 Penalty: 2925.557617
	Iteration 9Q: 3 clusters Score -909044.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -909268.812500 Penalty: 2925.557617
	Iteration 10Q: 3 clusters Score -909268.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -909465.500000 Penalty: 2925.557617
	Iteration 11Q: 3 clusters Score -909465.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -909639.062500 Penalty: 2925.557617
	Iteration 12Q: 3 clusters Score -909639.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -909790.125000 Penalty: 2925.557617
	Iteration 13Q: 3 clusters Score -909790.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -909936.812500 Penalty: 2925.557617
	Iteration 14Q: 3 clusters Score -909936.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -910054.875000 Penalty: 2925.557617
	Iteration 15Q: 3 clusters Score -910054.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -910149.125000 Penalty: 2925.557617
	Iteration 16Q: 3 clusters Score -910149.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -910205.187500 Penalty: 2925.557617
	Iteration 17Q: 3 clusters Score -910205.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -910238.437500 Penalty: 2925.557617
	Iteration 18Q: 3 clusters Score -910238.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -910251.000000 Penalty: 2925.557617
	Iteration 19Q: 3 clusters Score -910251 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -910258.875000 Penalty: 2925.557617
	Iteration 20F: 3 clusters Score -910258.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -910267.500000 Penalty: 2925.557617
	Iteration 21Q: 3 clusters Score -910267.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -910273.250000 Penalty: 2925.557617
	Iteration 22Q: 3 clusters Score -910273.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -910279.062500 Penalty: 2925.557617
	Iteration 23Q: 3 clusters Score -910279.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -910284.000000 Penalty: 2925.557617
	Iteration 24Q: 3 clusters Score -910284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -910286.437500 Penalty: 2925.557617
	Iteration 25Q: 3 clusters Score -910286.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -910293.812500 Penalty: 2925.557617
	Iteration 26Q: 3 clusters Score -910293.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -910297.437500 Penalty: 2925.557617
	Iteration 27Q: 3 clusters Score -910297.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -910304.562500 Penalty: 2925.557617
	Iteration 28Q: 3 clusters Score -910304.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -910307.000000 Penalty: 2925.557617
	Iteration 29Q: 3 clusters Score -910307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -910308.187500 Penalty: 2925.557617
	Iteration 30Q: 3 clusters Score -910308.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -910309.125000 Penalty: 2925.557617
	Iteration 31Q: 3 clusters Score -910309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -910310.750000 Penalty: 2925.557617
	Iteration 32Q: 3 clusters Score -910310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -910310.500000 Penalty: 2925.557617
	Iteration 33Q: 3 clusters Score -910310.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -910311.437500 Penalty: 2925.557617
	Iteration 34Q: 3 clusters Score -910311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -910313.625000 Penalty: 2925.557617
	Iteration 35Q: 3 clusters Score -910313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -910313.500000 Penalty: 2925.557617
	Iteration 36Q: 3 clusters Score -910313.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -910317.062500 Penalty: 2925.557617
	Iteration 37Q: 3 clusters Score -910317.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -910317.312500 Penalty: 2925.557617
	Iteration 38Q: 3 clusters Score -910317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -910317.812500 Penalty: 2925.557617
	Iteration 39Q: 3 clusters Score -910317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -910319.750000 Penalty: 2925.557617
	Iteration 40F: 3 clusters Score -910319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -910319.687500 Penalty: 2925.557617
	Iteration 41Q: 3 clusters Score -910319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -910321.062500 Penalty: 2925.557617
	Iteration 42Q: 3 clusters Score -910321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -910320.812500 Penalty: 2925.557617
	Iteration 43Q: 3 clusters Score -910320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -910320.250000 Penalty: 2925.557617
	Iteration 44Q: 3 clusters Score -910320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -910320.250000 Penalty: 2925.557617
	Iteration 45F: 3 clusters Score -910320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (9378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Entering Unmasked Estep 
Score: -1074928.875000 Penalty: 1486.244873
	Iteration 0F: 2 clusters Score -1074929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1068139.250000 Penalty: 2972.489746
	Iteration 0F: 3 clusters Score -1068139 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1070402.875000 Penalty: 2972.489746
	Iteration 1F: 3 clusters Score -1070403 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1070670.625000 Penalty: 2972.489746
	Iteration 2F: 3 clusters Score -1070671 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1070899.250000 Penalty: 2972.489746
	Iteration 3F: 3 clusters Score -1070899 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1071100.000000 Penalty: 2972.489746
	Iteration 4Q: 3 clusters Score -1071100 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1071297.000000 Penalty: 2972.489746
	Iteration 5Q: 3 clusters Score -1071297 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1071512.375000 Penalty: 2972.489746
	Iteration 6Q: 3 clusters Score -1071512 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1071718.375000 Penalty: 2972.489746
	Iteration 7Q: 3 clusters Score -1071718 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1071882.125000 Penalty: 2972.489746
	Iteration 8Q: 3 clusters Score -1071882 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1072049.125000 Penalty: 2972.489746
	Iteration 9Q: 3 clusters Score -1072049 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1072203.250000 Penalty: 2972.489746
	Iteration 10Q: 3 clusters Score -1072203 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1072341.500000 Penalty: 2972.489746
	Iteration 11Q: 3 clusters Score -1072342 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1072468.250000 Penalty: 2972.489746
	Iteration 12Q: 3 clusters Score -1072468 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1072571.125000 Penalty: 2972.489746
	Iteration 13Q: 3 clusters Score -1072571 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1072675.250000 Penalty: 2972.489746
	Iteration 14Q: 3 clusters Score -1072675 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1072766.250000 Penalty: 2972.489746
	Iteration 15Q: 3 clusters Score -1072766 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1072860.625000 Penalty: 2972.489746
	Iteration 16Q: 3 clusters Score -1072861 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1072959.625000 Penalty: 2972.489746
	Iteration 17Q: 3 clusters Score -1072960 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1073041.875000 Penalty: 2972.489746
	Iteration 18Q: 3 clusters Score -1073042 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1073123.000000 Penalty: 2972.489746
	Iteration 19Q: 3 clusters Score -1073123 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1073198.750000 Penalty: 2972.489746
	Iteration 20F: 3 clusters Score -1073199 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1073261.875000 Penalty: 2972.489746
	Iteration 21Q: 3 clusters Score -1073262 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1073310.250000 Penalty: 2972.489746
	Iteration 22Q: 3 clusters Score -1073310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1073346.875000 Penalty: 2972.489746
	Iteration 23Q: 3 clusters Score -1073347 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1073383.625000 Penalty: 2972.489746
	Iteration 24Q: 3 clusters Score -1073384 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1073413.875000 Penalty: 2972.489746
	Iteration 25Q: 3 clusters Score -1073414 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1073440.625000 Penalty: 2972.489746
	Iteration 26Q: 3 clusters Score -1073441 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1073460.500000 Penalty: 2972.489746
	Iteration 27Q: 3 clusters Score -1073460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1073478.250000 Penalty: 2972.489746
	Iteration 28Q: 3 clusters Score -1073478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1073492.875000 Penalty: 2972.489746
	Iteration 29Q: 3 clusters Score -1073493 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1073512.750000 Penalty: 2972.489746
	Iteration 30Q: 3 clusters Score -1073513 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1073529.625000 Penalty: 2972.489746
	Iteration 31Q: 3 clusters Score -1073530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1073537.375000 Penalty: 2972.489746
	Iteration 32Q: 3 clusters Score -1073537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1073547.125000 Penalty: 2972.489746
	Iteration 33Q: 3 clusters Score -1073547 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1073562.750000 Penalty: 2972.489746
	Iteration 34Q: 3 clusters Score -1073563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1073577.750000 Penalty: 2972.489746
	Iteration 35Q: 3 clusters Score -1073578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1073591.500000 Penalty: 2972.489746
	Iteration 36Q: 3 clusters Score -1073592 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1073601.875000 Penalty: 2972.489746
	Iteration 37Q: 3 clusters Score -1073602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1073612.500000 Penalty: 2972.489746
	Iteration 38Q: 3 clusters Score -1073612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1073621.375000 Penalty: 2972.489746
	Iteration 39Q: 3 clusters Score -1073621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1073628.375000 Penalty: 2972.489746
	Iteration 40F: 3 clusters Score -1073628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1073630.250000 Penalty: 2972.489746
	Iteration 41Q: 3 clusters Score -1073630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1073641.750000 Penalty: 2972.489746
	Iteration 42Q: 3 clusters Score -1073642 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1073650.500000 Penalty: 2972.489746
	Iteration 43Q: 3 clusters Score -1073650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1073652.625000 Penalty: 2972.489746
	Iteration 44Q: 3 clusters Score -1073653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1073652.750000 Penalty: 2972.489746
	Iteration 45Q: 3 clusters Score -1073653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1073655.250000 Penalty: 2972.489746
	Iteration 46Q: 3 clusters Score -1073655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1073655.000000 Penalty: 2972.489746
	Iteration 47Q: 3 clusters Score -1073655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1073656.875000 Penalty: 2972.489746
	Iteration 48Q: 3 clusters Score -1073657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1073657.500000 Penalty: 2972.489746
	Iteration 49Q: 3 clusters Score -1073658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1073657.875000 Penalty: 2972.489746
	Iteration 50Q: 3 clusters Score -1073658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1073657.875000 Penalty: 2972.489746
	Iteration 51F: 3 clusters Score -1073658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Entering Unmasked Estep 
Score: -620872.687500 Penalty: 1416.623291
	Iteration 0F: 2 clusters Score -620872.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -616271.687500 Penalty: 2833.246582
	Iteration 0F: 3 clusters Score -616271.7 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -618067.562500 Penalty: 2833.246582
	Iteration 1F: 3 clusters Score -618067.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -618631.187500 Penalty: 2833.246582
	Iteration 2F: 3 clusters Score -618631.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -618966.750000 Penalty: 2833.246582
	Iteration 3F: 3 clusters Score -618966.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -619247.437500 Penalty: 2833.246582
	Iteration 4F: 3 clusters Score -619247.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -619482.562500 Penalty: 2833.246582
	Iteration 5F: 3 clusters Score -619482.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -619676.562500 Penalty: 2833.246582
	Iteration 6Q: 3 clusters Score -619676.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -619817.500000 Penalty: 2833.246582
	Iteration 7Q: 3 clusters Score -619817.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -619898.062500 Penalty: 2833.246582
	Iteration 8Q: 3 clusters Score -619898.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -619976.000000 Penalty: 2833.246582
	Iteration 9Q: 3 clusters Score -619976 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -620035.000000 Penalty: 2833.246582
	Iteration 10Q: 3 clusters Score -620035 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -620097.750000 Penalty: 2833.246582
	Iteration 11Q: 3 clusters Score -620097.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -620186.500000 Penalty: 2833.246582
	Iteration 12Q: 3 clusters Score -620186.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -620243.937500 Penalty: 2833.246582
	Iteration 13Q: 3 clusters Score -620243.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -620286.250000 Penalty: 2833.246582
	Iteration 14Q: 3 clusters Score -620286.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -620316.937500 Penalty: 2833.246582
	Iteration 15Q: 3 clusters Score -620316.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -620344.062500 Penalty: 2833.246582
	Iteration 16Q: 3 clusters Score -620344.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -620359.812500 Penalty: 2833.246582
	Iteration 17Q: 3 clusters Score -620359.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -620366.000000 Penalty: 2833.246582
	Iteration 18Q: 3 clusters Score -620366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -620370.812500 Penalty: 2833.246582
	Iteration 19Q: 3 clusters Score -620370.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -620374.062500 Penalty: 2833.246582
	Iteration 20F: 3 clusters Score -620374.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -620381.812500 Penalty: 2833.246582
	Iteration 21Q: 3 clusters Score -620381.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -620387.937500 Penalty: 2833.246582
	Iteration 22Q: 3 clusters Score -620387.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -620397.750000 Penalty: 2833.246582
	Iteration 23Q: 3 clusters Score -620397.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -620407.812500 Penalty: 2833.246582
	Iteration 24Q: 3 clusters Score -620407.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -620415.250000 Penalty: 2833.246582
	Iteration 25Q: 3 clusters Score -620415.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -620420.812500 Penalty: 2833.246582
	Iteration 26Q: 3 clusters Score -620420.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -620423.312500 Penalty: 2833.246582
	Iteration 27Q: 3 clusters Score -620423.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -620425.000000 Penalty: 2833.246582
	Iteration 28Q: 3 clusters Score -620425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -620427.125000 Penalty: 2833.246582
	Iteration 29Q: 3 clusters Score -620427.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -620427.187500 Penalty: 2833.246582
	Iteration 30Q: 3 clusters Score -620427.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -620428.937500 Penalty: 2833.246582
	Iteration 31Q: 3 clusters Score -620428.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -620430.250000 Penalty: 2833.246582
	Iteration 32Q: 3 clusters Score -620430.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -620431.687500 Penalty: 2833.246582
	Iteration 33Q: 3 clusters Score -620431.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -620431.062500 Penalty: 2833.246582
	Iteration 34Q: 3 clusters Score -620431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -620432.875000 Penalty: 2833.246582
	Iteration 35Q: 3 clusters Score -620432.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -620434.062500 Penalty: 2833.246582
	Iteration 36Q: 3 clusters Score -620434.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -620434.750000 Penalty: 2833.246582
	Iteration 37Q: 3 clusters Score -620434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -620434.687500 Penalty: 2833.246582
	Iteration 38Q: 3 clusters Score -620434.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -620436.125000 Penalty: 2833.246582
	Iteration 39Q: 3 clusters Score -620436.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -620437.250000 Penalty: 2833.246582
	Iteration 40F: 3 clusters Score -620437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -620439.187500 Penalty: 2833.246582
	Iteration 41Q: 3 clusters Score -620439.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -620439.062500 Penalty: 2833.246582
	Iteration 42Q: 3 clusters Score -620439.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -620439.062500 Penalty: 2833.246582
	Iteration 43F: 3 clusters Score -620439.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -27080.048828 Penalty: 864.989136
	Iteration 0F: 2 clusters Score -27080.05 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 106 members 
Entering Unmasked Estep 
Score: -26370.152344 Penalty: 1729.978271
	Iteration 0F: 3 clusters Score -26370.15 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -26467.310547 Penalty: 1729.978271
	Iteration 1F: 3 clusters Score -26467.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26483.175781 Penalty: 1729.978271
	Iteration 2Q: 3 clusters Score -26483.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -26487.466797 Penalty: 1729.978271
	Iteration 3Q: 3 clusters Score -26487.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26511.882812 Penalty: 1729.978271
	Iteration 4Q: 3 clusters Score -26511.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26528.843750 Penalty: 1729.978271
	Iteration 5Q: 3 clusters Score -26528.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -26542.705078 Penalty: 1729.978271
	Iteration 6Q: 3 clusters Score -26542.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -26550.076172 Penalty: 1729.978271
	Iteration 7Q: 3 clusters Score -26550.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -26558.664062 Penalty: 1729.978271
	Iteration 8Q: 3 clusters Score -26558.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26569.521484 Penalty: 1729.978271
	Iteration 9Q: 3 clusters Score -26569.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -26569.521484 Penalty: 1729.978271
	Iteration 10F: 3 clusters Score -26569.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -250444.187500 Penalty: 1252.835449
	Iteration 0F: 2 clusters Score -250444.2 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 1114 members 
Entering Unmasked Estep 
Score: -248197.625000 Penalty: 2505.670898
	Iteration 0F: 3 clusters Score -248197.6 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -248688.234375 Penalty: 2505.670898
	Iteration 1F: 3 clusters Score -248688.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -248811.656250 Penalty: 2505.670898
	Iteration 2F: 3 clusters Score -248811.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -248882.265625 Penalty: 2505.670898
	Iteration 3Q: 3 clusters Score -248882.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -248921.765625 Penalty: 2505.670898
	Iteration 4Q: 3 clusters Score -248921.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -248958.906250 Penalty: 2505.670898
	Iteration 5Q: 3 clusters Score -248958.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -248990.921875 Penalty: 2505.670898
	Iteration 6Q: 3 clusters Score -248990.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -249012.937500 Penalty: 2505.670898
	Iteration 7Q: 3 clusters Score -249012.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -249030.640625 Penalty: 2505.670898
	Iteration 8Q: 3 clusters Score -249030.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -249049.250000 Penalty: 2505.670898
	Iteration 9Q: 3 clusters Score -249049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -249062.109375 Penalty: 2505.670898
	Iteration 10Q: 3 clusters Score -249062.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -249071.703125 Penalty: 2505.670898
	Iteration 11Q: 3 clusters Score -249071.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -249080.218750 Penalty: 2505.670898
	Iteration 12Q: 3 clusters Score -249080.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249087.546875 Penalty: 2505.670898
	Iteration 13Q: 3 clusters Score -249087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249090.828125 Penalty: 2505.670898
	Iteration 14Q: 3 clusters Score -249090.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249094.671875 Penalty: 2505.670898
	Iteration 15Q: 3 clusters Score -249094.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249101.765625 Penalty: 2505.670898
	Iteration 16Q: 3 clusters Score -249101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -249105.250000 Penalty: 2505.670898
	Iteration 17Q: 3 clusters Score -249105.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249109.703125 Penalty: 2505.670898
	Iteration 18Q: 3 clusters Score -249109.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249112.390625 Penalty: 2505.670898
	Iteration 19Q: 3 clusters Score -249112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -249114.421875 Penalty: 2505.670898
	Iteration 20F: 3 clusters Score -249114.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249116.375000 Penalty: 2505.670898
	Iteration 21Q: 3 clusters Score -249116.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249117.859375 Penalty: 2505.670898
	Iteration 22Q: 3 clusters Score -249117.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -249119.531250 Penalty: 2505.670898
	Iteration 23Q: 3 clusters Score -249119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -249121.703125 Penalty: 2505.670898
	Iteration 24Q: 3 clusters Score -249121.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249122.875000 Penalty: 2505.670898
	Iteration 25Q: 3 clusters Score -249122.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249124.000000 Penalty: 2505.670898
	Iteration 26Q: 3 clusters Score -249124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249125.046875 Penalty: 2505.670898
	Iteration 27Q: 3 clusters Score -249125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249126.203125 Penalty: 2505.670898
	Iteration 28Q: 3 clusters Score -249126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -249126.781250 Penalty: 2505.670898
	Iteration 29Q: 3 clusters Score -249126.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -249127.312500 Penalty: 2505.670898
	Iteration 30Q: 3 clusters Score -249127.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -249127.187500 Penalty: 2505.670898
	Iteration 31Q: 3 clusters Score -249127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -249127.250000 Penalty: 2505.670898
	Iteration 32Q: 3 clusters Score -249127.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -249127.250000 Penalty: 2505.670898
	Iteration 33F: 3 clusters Score -249127.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Entering Unmasked Estep 
Score: -86922.671875 Penalty: 1118.562622
	Iteration 0F: 2 clusters Score -86922.67 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 484 members 
Entering Unmasked Estep 
Score: -85521.109375 Penalty: 2237.125244
	Iteration 0F: 3 clusters Score -85521.11 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -85835.656250 Penalty: 2237.125244
	Iteration 1F: 3 clusters Score -85835.66 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -85949.781250 Penalty: 2237.125244
	Iteration 2F: 3 clusters Score -85949.78 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -86023.851562 Penalty: 2237.125244
	Iteration 3F: 3 clusters Score -86023.85 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86077.125000 Penalty: 2237.125244
	Iteration 4Q: 3 clusters Score -86077.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -86110.757812 Penalty: 2237.125244
	Iteration 5Q: 3 clusters Score -86110.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -86134.632812 Penalty: 2237.125244
	Iteration 6Q: 3 clusters Score -86134.63 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -86152.531250 Penalty: 2237.125244
	Iteration 7Q: 3 clusters Score -86152.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -86164.500000 Penalty: 2237.125244
	Iteration 8Q: 3 clusters Score -86164.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86174.734375 Penalty: 2237.125244
	Iteration 9Q: 3 clusters Score -86174.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86180.695312 Penalty: 2237.125244
	Iteration 10Q: 3 clusters Score -86180.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -86192.515625 Penalty: 2237.125244
	Iteration 11Q: 3 clusters Score -86192.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -86203.359375 Penalty: 2237.125244
	Iteration 12Q: 3 clusters Score -86203.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -86214.703125 Penalty: 2237.125244
	Iteration 13Q: 3 clusters Score -86214.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -86225.343750 Penalty: 2237.125244
	Iteration 14Q: 3 clusters Score -86225.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -86238.062500 Penalty: 2237.125244
	Iteration 15Q: 3 clusters Score -86238.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -86255.304688 Penalty: 2237.125244
	Iteration 16Q: 3 clusters Score -86255.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -86267.171875 Penalty: 2237.125244
	Iteration 17Q: 3 clusters Score -86267.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86273.304688 Penalty: 2237.125244
	Iteration 18Q: 3 clusters Score -86273.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86274.375000 Penalty: 2237.125244
	Iteration 19Q: 3 clusters Score -86274.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -86274.375000 Penalty: 2237.125244
	Iteration 20F: 3 clusters Score -86274.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Entering Unmasked Estep 
Score: -118570.250000 Penalty: 1139.615112
	Iteration 0F: 2 clusters Score -118570.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -117103.414062 Penalty: 2279.230225
	Iteration 0F: 3 clusters Score -117103.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117436.585938 Penalty: 2279.230225
	Iteration 1F: 3 clusters Score -117436.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117528.835938 Penalty: 2279.230225
	Iteration 2F: 3 clusters Score -117528.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117570.171875 Penalty: 2279.230225
	Iteration 3Q: 3 clusters Score -117570.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -117595.890625 Penalty: 2279.230225
	Iteration 4Q: 3 clusters Score -117595.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -117611.468750 Penalty: 2279.230225
	Iteration 5Q: 3 clusters Score -117611.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -117623.992188 Penalty: 2279.230225
	Iteration 6Q: 3 clusters Score -117624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -117634.570312 Penalty: 2279.230225
	Iteration 7Q: 3 clusters Score -117634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -117643.187500 Penalty: 2279.230225
	Iteration 8Q: 3 clusters Score -117643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -117650.539062 Penalty: 2279.230225
	Iteration 9Q: 3 clusters Score -117650.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117654.929688 Penalty: 2279.230225
	Iteration 10Q: 3 clusters Score -117654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -117658.562500 Penalty: 2279.230225
	Iteration 11Q: 3 clusters Score -117658.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117659.148438 Penalty: 2279.230225
	Iteration 12Q: 3 clusters Score -117659.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -117662.640625 Penalty: 2279.230225
	Iteration 13Q: 3 clusters Score -117662.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117666.882812 Penalty: 2279.230225
	Iteration 14Q: 3 clusters Score -117666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -117666.882812 Penalty: 2279.230225
	Iteration 15F: 3 clusters Score -117666.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -189358.546875 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -189358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -187428.468750 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -187428.5 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -187927.953125 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -187928 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -188106.093750 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -188106.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188223.843750 Penalty: 2434.603516
	Iteration 3F: 3 clusters Score -188223.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -188300.562500 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -188300.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -188354.890625 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -188354.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -188408.515625 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -188408.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -188445.375000 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -188445.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -188466.406250 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -188466.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -188487.687500 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -188487.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -188506.796875 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -188506.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -188522.593750 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -188522.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -188528.531250 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -188528.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -188535.578125 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -188535.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -188543.843750 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -188543.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -188551.531250 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -188551.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -188555.921875 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -188555.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -188561.234375 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -188561.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -188562.687500 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -188562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -188563.109375 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -188563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -188563.375000 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -188563.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -304008.031250 Penalty: 1280.937500
	Iteration 0F: 2 clusters Score -304008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -301495.750000 Penalty: 2561.875000
	Iteration 0F: 3 clusters Score -301495.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -302036.562500 Penalty: 2561.875000
	Iteration 1F: 3 clusters Score -302036.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -302143.718750 Penalty: 2561.875000
	Iteration 2F: 3 clusters Score -302143.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -302214.093750 Penalty: 2561.875000
	Iteration 3Q: 3 clusters Score -302214.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -302278.125000 Penalty: 2561.875000
	Iteration 4Q: 3 clusters Score -302278.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -302317.906250 Penalty: 2561.875000
	Iteration 5Q: 3 clusters Score -302317.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -302346.875000 Penalty: 2561.875000
	Iteration 6Q: 3 clusters Score -302346.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -302362.968750 Penalty: 2561.875000
	Iteration 7Q: 3 clusters Score -302363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -302376.625000 Penalty: 2561.875000
	Iteration 8Q: 3 clusters Score -302376.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -302386.593750 Penalty: 2561.875000
	Iteration 9Q: 3 clusters Score -302386.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -302392.343750 Penalty: 2561.875000
	Iteration 10Q: 3 clusters Score -302392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302399.125000 Penalty: 2561.875000
	Iteration 11Q: 3 clusters Score -302399.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -302408.406250 Penalty: 2561.875000
	Iteration 12Q: 3 clusters Score -302408.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -302412.187500 Penalty: 2561.875000
	Iteration 13Q: 3 clusters Score -302412.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -302419.406250 Penalty: 2561.875000
	Iteration 14Q: 3 clusters Score -302419.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -302427.593750 Penalty: 2561.875000
	Iteration 15Q: 3 clusters Score -302427.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -302439.500000 Penalty: 2561.875000
	Iteration 16Q: 3 clusters Score -302439.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -302451.093750 Penalty: 2561.875000
	Iteration 17Q: 3 clusters Score -302451.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -302457.812500 Penalty: 2561.875000
	Iteration 18Q: 3 clusters Score -302457.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -302463.468750 Penalty: 2561.875000
	Iteration 19Q: 3 clusters Score -302463.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -302469.375000 Penalty: 2561.875000
	Iteration 20F: 3 clusters Score -302469.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -302474.218750 Penalty: 2561.875000
	Iteration 21Q: 3 clusters Score -302474.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -302476.562500 Penalty: 2561.875000
	Iteration 22Q: 3 clusters Score -302476.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -302480.000000 Penalty: 2561.875000
	Iteration 23Q: 3 clusters Score -302480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -302481.187500 Penalty: 2561.875000
	Iteration 24Q: 3 clusters Score -302481.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -302483.312500 Penalty: 2561.875000
	Iteration 25Q: 3 clusters Score -302483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -302484.750000 Penalty: 2561.875000
	Iteration 26Q: 3 clusters Score -302484.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -302487.843750 Penalty: 2561.875000
	Iteration 27Q: 3 clusters Score -302487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -302488.937500 Penalty: 2561.875000
	Iteration 28Q: 3 clusters Score -302488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -302490.687500 Penalty: 2561.875000
	Iteration 29Q: 3 clusters Score -302490.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -302491.218750 Penalty: 2561.875000
	Iteration 30Q: 3 clusters Score -302491.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -302491.593750 Penalty: 2561.875000
	Iteration 31Q: 3 clusters Score -302491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -302493.375000 Penalty: 2561.875000
	Iteration 32Q: 3 clusters Score -302493.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -302494.125000 Penalty: 2561.875000
	Iteration 33Q: 3 clusters Score -302494.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -302495.187500 Penalty: 2561.875000
	Iteration 34Q: 3 clusters Score -302495.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -302495.187500 Penalty: 2561.875000
	Iteration 35Q: 3 clusters Score -302495.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -302495.187500 Penalty: 2561.875000
	Iteration 36F: 3 clusters Score -302495.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Entering Unmasked Estep 
Score: -13445.209961 Penalty: 858.520569
	Iteration 0F: 2 clusters Score -13445.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12767.802734 Penalty: 1717.041138
	Iteration 0F: 3 clusters Score -12767.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -12891.245117 Penalty: 1717.041138
	Iteration 1F: 3 clusters Score -12891.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -12902.453125 Penalty: 1717.041138
	Iteration 2Q: 3 clusters Score -12902.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12912.750000 Penalty: 1717.041138
	Iteration 3Q: 3 clusters Score -12912.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -12912.750000 Penalty: 1717.041138
	Iteration 4F: 3 clusters Score -12912.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Entering Unmasked Estep 
Score: -96800.882812 Penalty: 1102.106201
	Iteration 0F: 2 clusters Score -96800.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -95443.250000 Penalty: 2204.212402
	Iteration 0F: 3 clusters Score -95443.25 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -95662.929688 Penalty: 2204.212402
	Iteration 1F: 3 clusters Score -95662.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -95741.773438 Penalty: 2204.212402
	Iteration 2F: 3 clusters Score -95741.77 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95789.226562 Penalty: 2204.212402
	Iteration 3Q: 3 clusters Score -95789.23 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -95826.734375 Penalty: 2204.212402
	Iteration 4Q: 3 clusters Score -95826.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -95862.929688 Penalty: 2204.212402
	Iteration 5Q: 3 clusters Score -95862.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -95891.000000 Penalty: 2204.212402
	Iteration 6Q: 3 clusters Score -95891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95903.609375 Penalty: 2204.212402
	Iteration 7Q: 3 clusters Score -95903.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -95911.140625 Penalty: 2204.212402
	Iteration 8Q: 3 clusters Score -95911.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95920.445312 Penalty: 2204.212402
	Iteration 9Q: 3 clusters Score -95920.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95928.062500 Penalty: 2204.212402
	Iteration 10Q: 3 clusters Score -95928.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -95932.601562 Penalty: 2204.212402
	Iteration 11Q: 3 clusters Score -95932.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -95934.703125 Penalty: 2204.212402
	Iteration 12Q: 3 clusters Score -95934.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -95940.609375 Penalty: 2204.212402
	Iteration 13Q: 3 clusters Score -95940.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95949.093750 Penalty: 2204.212402
	Iteration 14Q: 3 clusters Score -95949.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95951.367188 Penalty: 2204.212402
	Iteration 15Q: 3 clusters Score -95951.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -95954.203125 Penalty: 2204.212402
	Iteration 16Q: 3 clusters Score -95954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -95956.367188 Penalty: 2204.212402
	Iteration 17Q: 3 clusters Score -95956.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -95959.093750 Penalty: 2204.212402
	Iteration 18Q: 3 clusters Score -95959.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95959.937500 Penalty: 2204.212402
	Iteration 19Q: 3 clusters Score -95959.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -95960.960938 Penalty: 2204.212402
	Iteration 20F: 3 clusters Score -95960.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -61924.351562 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -61924.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60924.929688 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -60924.93 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61024.550781 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -61024.55 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61072.378906 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -61072.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61094.941406 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -61094.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61116.335938 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -61116.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61121.125000 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -61121.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61124.882812 Penalty: 1924.512939
	Iteration 6Q: 3 clusters Score -61124.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61127.394531 Penalty: 1924.512939
	Iteration 7Q: 3 clusters Score -61127.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -61127.394531 Penalty: 1924.512939
	Iteration 8F: 3 clusters Score -61127.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -168743.843750 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -168743.8 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 754 members 
Entering Unmasked Estep 
Score: -166983.406250 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -166983.4 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -167430.906250 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -167430.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -167533.734375 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -167533.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -167581.828125 Penalty: 2380.030518
	Iteration 3Q: 3 clusters Score -167581.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -167620.281250 Penalty: 2380.030518
	Iteration 4Q: 3 clusters Score -167620.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -167635.859375 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -167635.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -167646.953125 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -167647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -167652.125000 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -167652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -167655.578125 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -167655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -167659.609375 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -167659.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -167661.546875 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -167661.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -167665.312500 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -167665.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -167666.375000 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -167666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -167666.375000 Penalty: 2380.030518
	Iteration 13F: 3 clusters Score -167666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (31990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Entering Unmasked Estep 
Score: -3672566.750000 Penalty: 1685.641479
	Iteration 0F: 2 clusters Score -3672567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3651118.750000 Penalty: 3371.282959
	Iteration 0F: 3 clusters Score -3651119 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3659698.750000 Penalty: 3371.282959
	Iteration 1F: 3 clusters Score -3659699 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -3660911.500000 Penalty: 3371.282959
	Iteration 2F: 3 clusters Score -3660912 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -3662338.000000 Penalty: 3371.282959
	Iteration 3F: 3 clusters Score -3662338 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -3663603.250000 Penalty: 3371.282959
	Iteration 4F: 3 clusters Score -3663603 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -3664608.250000 Penalty: 3371.282959
	Iteration 5F: 3 clusters Score -3664608 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3665377.750000 Penalty: 3371.282959
	Iteration 6F: 3 clusters Score -3665378 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3666077.250000 Penalty: 3371.282959
	Iteration 7Q: 3 clusters Score -3666077 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -3666784.250000 Penalty: 3371.282959
	Iteration 8Q: 3 clusters Score -3666784 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -3667514.250000 Penalty: 3371.282959
	Iteration 9Q: 3 clusters Score -3667514 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3668275.250000 Penalty: 3371.282959
	Iteration 10Q: 3 clusters Score -3668275 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3669027.750000 Penalty: 3371.282959
	Iteration 11Q: 3 clusters Score -3669028 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3669751.500000 Penalty: 3371.282959
	Iteration 12Q: 3 clusters Score -3669752 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3670295.000000 Penalty: 3371.282959
	Iteration 13Q: 3 clusters Score -3670295 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3670699.000000 Penalty: 3371.282959
	Iteration 14Q: 3 clusters Score -3670699 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -3670990.250000 Penalty: 3371.282959
	Iteration 15Q: 3 clusters Score -3670990 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3671199.500000 Penalty: 3371.282959
	Iteration 16Q: 3 clusters Score -3671200 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3671352.750000 Penalty: 3371.282959
	Iteration 17Q: 3 clusters Score -3671353 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3671429.750000 Penalty: 3371.282959
	Iteration 18Q: 3 clusters Score -3671430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3671481.000000 Penalty: 3371.282959
	Iteration 19Q: 3 clusters Score -3671481 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3671504.500000 Penalty: 3371.282959
	Iteration 20F: 3 clusters Score -3671504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3671531.500000 Penalty: 3371.282959
	Iteration 21Q: 3 clusters Score -3671532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3671555.750000 Penalty: 3371.282959
	Iteration 22Q: 3 clusters Score -3671556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3671566.250000 Penalty: 3371.282959
	Iteration 23Q: 3 clusters Score -3671566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3671565.750000 Penalty: 3371.282959
	Iteration 24Q: 3 clusters Score -3671566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3671566.250000 Penalty: 3371.282959
	Iteration 25Q: 3 clusters Score -3671566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3671572.000000 Penalty: 3371.282959
	Iteration 26Q: 3 clusters Score -3671572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3671574.250000 Penalty: 3371.282959
	Iteration 27Q: 3 clusters Score -3671574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3671576.000000 Penalty: 3371.282959
	Iteration 28Q: 3 clusters Score -3671576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3671573.500000 Penalty: 3371.282959
	Iteration 29Q: 3 clusters Score -3671574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3671574.250000 Penalty: 3371.282959
	Iteration 30Q: 3 clusters Score -3671574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3671583.000000 Penalty: 3371.282959
	Iteration 31Q: 3 clusters Score -3671583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3671583.000000 Penalty: 3371.282959
	Iteration 32Q: 3 clusters Score -3671583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3671583.000000 Penalty: 3371.282959
	Iteration 33F: 3 clusters Score -3671583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Entering Unmasked Estep 
Score: -57844.808594 Penalty: 965.704956
	Iteration 0F: 2 clusters Score -57844.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56833.042969 Penalty: 1931.409912
	Iteration 0F: 3 clusters Score -56833.04 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -56972.964844 Penalty: 1931.409912
	Iteration 1F: 3 clusters Score -56972.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -57010.500000 Penalty: 1931.409912
	Iteration 2F: 3 clusters Score -57010.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57027.636719 Penalty: 1931.409912
	Iteration 3Q: 3 clusters Score -57027.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57037.726562 Penalty: 1931.409912
	Iteration 4Q: 3 clusters Score -57037.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57040.726562 Penalty: 1931.409912
	Iteration 5Q: 3 clusters Score -57040.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57047.792969 Penalty: 1931.409912
	Iteration 6Q: 3 clusters Score -57047.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57052.835938 Penalty: 1931.409912
	Iteration 7Q: 3 clusters Score -57052.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -57053.992188 Penalty: 1931.409912
	Iteration 8Q: 3 clusters Score -57053.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -57054.695312 Penalty: 1931.409912
	Iteration 9Q: 3 clusters Score -57054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -57056.648438 Penalty: 1931.409912
	Iteration 10Q: 3 clusters Score -57056.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57058.871094 Penalty: 1931.409912
	Iteration 11Q: 3 clusters Score -57058.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -57058.871094 Penalty: 1931.409912
	Iteration 12F: 3 clusters Score -57058.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 85874 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 44080 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20566 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1570 members 
Mstep: Class 11 contains 4974 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 13190 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18308 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 6032 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4355 members 
Mstep: Class 22 contains 4619 members 
Mstep: Class 23 contains 6328 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16217 members 
Mstep: Class 26 contains 1388 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 8998 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8117 members 
Mstep: Class 35 contains 9378 members 
Mstep: Class 36 contains 6110 members 
Mstep: Class 37 contains 205 members 
Mstep: Class 38 contains 2230 members 
Mstep: Class 39 contains 976 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1792 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 882 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 31990 members 
Mstep: Class 48 contains 381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40146256.000000 Penalty: 101907.343750
Iteration 159Q: 50 clusters Score -4.014626e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 86151 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3627 members 
Mstep: Class 5 contains 44079 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 4988 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 13253 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 18267 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3509 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4349 members 
Mstep: Class 22 contains 4611 members 
Mstep: Class 23 contains 6316 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16253 members 
Mstep: Class 26 contains 1387 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 8999 members 
Mstep: Class 31 contains 5130 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8179 members 
Mstep: Class 35 contains 9267 members 
Mstep: Class 36 contains 6100 members 
Mstep: Class 37 contains 204 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 979 members 
Mstep: Class 40 contains 1111 members 
Mstep: Class 41 contains 1793 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 878 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 31562 members 
Mstep: Class 48 contains 383 members 
Mstep: Class 49 contains 1902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40146768.000000 Penalty: 101907.343750
Iteration 160F: 50 clusters Score -4.014677e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 86359 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 44075 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 4284 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1569 members 
Mstep: Class 11 contains 5002 members 
Mstep: Class 12 contains 1723 members 
Mstep: Class 13 contains 13290 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 18235 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3668 members 
Mstep: Class 19 contains 6044 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4344 members 
Mstep: Class 22 contains 4605 members 
Mstep: Class 23 contains 6303 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16289 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9656 members 
Mstep: Class 30 contains 9017 members 
Mstep: Class 31 contains 5129 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8162 members 
Mstep: Class 35 contains 9181 members 
Mstep: Class 36 contains 6105 members 
Mstep: Class 37 contains 203 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 982 members 
Mstep: Class 40 contains 1115 members 
Mstep: Class 41 contains 1794 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 197 members 
Mstep: Class 44 contains 874 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 31237 members 
Mstep: Class 48 contains 384 members 
Mstep: Class 49 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40146856.000000 Penalty: 101907.343750
Iteration 161Q: 50 clusters Score -4.014686e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 86547 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 4282 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1567 members 
Mstep: Class 11 contains 5011 members 
Mstep: Class 12 contains 1731 members 
Mstep: Class 13 contains 13318 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 18207 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3775 members 
Mstep: Class 19 contains 6046 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4342 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 6301 members 
Mstep: Class 24 contains 2016 members 
Mstep: Class 25 contains 16327 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9654 members 
Mstep: Class 30 contains 9020 members 
Mstep: Class 31 contains 5127 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8161 members 
Mstep: Class 35 contains 9111 members 
Mstep: Class 36 contains 6104 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 983 members 
Mstep: Class 40 contains 1118 members 
Mstep: Class 41 contains 1794 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 872 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30978 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40146992.000000 Penalty: 101907.343750
Iteration 162Q: 50 clusters Score -4.014699e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 86687 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 20565 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 13356 members 
Mstep: Class 14 contains 1093 members 
Mstep: Class 15 contains 18188 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3861 members 
Mstep: Class 19 contains 6049 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4591 members 
Mstep: Class 23 contains 6310 members 
Mstep: Class 24 contains 2017 members 
Mstep: Class 25 contains 16351 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9028 members 
Mstep: Class 31 contains 5124 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8168 members 
Mstep: Class 35 contains 9044 members 
Mstep: Class 36 contains 6097 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 983 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 1793 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 870 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30785 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147000.000000 Penalty: 101907.343750
Iteration 163Q: 50 clusters Score -4.0147e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 86792 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3617 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1737 members 
Mstep: Class 13 contains 13391 members 
Mstep: Class 14 contains 1094 members 
Mstep: Class 15 contains 18169 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3908 members 
Mstep: Class 19 contains 6052 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4584 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 2015 members 
Mstep: Class 25 contains 16376 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9653 members 
Mstep: Class 30 contains 9036 members 
Mstep: Class 31 contains 5123 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8167 members 
Mstep: Class 35 contains 9002 members 
Mstep: Class 36 contains 6097 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 984 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 1795 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30646 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147076.000000 Penalty: 101907.343750
Iteration 164Q: 50 clusters Score -4.014708e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 86850 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 44081 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 4285 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5016 members 
Mstep: Class 12 contains 1739 members 
Mstep: Class 13 contains 13416 members 
Mstep: Class 14 contains 1096 members 
Mstep: Class 15 contains 18158 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3938 members 
Mstep: Class 19 contains 6053 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4581 members 
Mstep: Class 23 contains 6318 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16401 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 9036 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8172 members 
Mstep: Class 35 contains 8970 members 
Mstep: Class 36 contains 6099 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30551 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147100.000000 Penalty: 101907.343750
Iteration 165Q: 50 clusters Score -4.01471e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 86905 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44077 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 4286 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 13445 members 
Mstep: Class 14 contains 1099 members 
Mstep: Class 15 contains 18148 members 
Mstep: Class 16 contains 8706 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3963 members 
Mstep: Class 19 contains 6056 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4578 members 
Mstep: Class 23 contains 6320 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 16421 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 9037 members 
Mstep: Class 31 contains 5121 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8186 members 
Mstep: Class 35 contains 8946 members 
Mstep: Class 36 contains 6101 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 985 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 869 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30450 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147144.000000 Penalty: 101907.343750
Iteration 166Q: 50 clusters Score -4.014714e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 86939 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 2004 members 
Mstep: Class 7 contains 20564 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1744 members 
Mstep: Class 13 contains 13471 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18144 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 3988 members 
Mstep: Class 19 contains 6057 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4574 members 
Mstep: Class 23 contains 6324 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 16436 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 9039 members 
Mstep: Class 31 contains 5120 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8197 members 
Mstep: Class 35 contains 8925 members 
Mstep: Class 36 contains 6100 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 985 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 868 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30372 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147216.000000 Penalty: 101907.343750
Iteration 167Q: 50 clusters Score -4.014722e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 86974 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3614 members 
Mstep: Class 5 contains 44076 members 
Mstep: Class 6 contains 2003 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4287 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1746 members 
Mstep: Class 13 contains 13495 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18135 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4002 members 
Mstep: Class 19 contains 6059 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4573 members 
Mstep: Class 23 contains 6328 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 16455 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9041 members 
Mstep: Class 31 contains 5117 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8205 members 
Mstep: Class 35 contains 8904 members 
Mstep: Class 36 contains 6109 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 986 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 2650 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 867 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30305 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147200.000000 Penalty: 101907.343750
Iteration 168Q: 50 clusters Score -4.01472e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 86999 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 44078 members 
Mstep: Class 6 contains 2002 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4289 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1748 members 
Mstep: Class 13 contains 13528 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18128 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 689 members 
Mstep: Class 18 contains 4015 members 
Mstep: Class 19 contains 6063 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4571 members 
Mstep: Class 23 contains 6331 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 16464 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 5112 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8210 members 
Mstep: Class 35 contains 8876 members 
Mstep: Class 36 contains 6119 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2650 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 866 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30255 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147160.000000 Penalty: 101907.343750
Iteration 169Q: 50 clusters Score -4.014716e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 87009 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 44081 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 13562 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18121 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 4032 members 
Mstep: Class 19 contains 6068 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4570 members 
Mstep: Class 23 contains 6335 members 
Mstep: Class 24 contains 2005 members 
Mstep: Class 25 contains 16469 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 5110 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8217 members 
Mstep: Class 35 contains 8849 members 
Mstep: Class 36 contains 6126 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 989 members 
Mstep: Class 40 contains 1133 members 
Mstep: Class 41 contains 1799 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 866 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30212 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147200.000000 Penalty: 101907.343750
Iteration 170Q: 50 clusters Score -4.01472e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 87019 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44083 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5017 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 13590 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18110 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4043 members 
Mstep: Class 19 contains 6073 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4564 members 
Mstep: Class 23 contains 6337 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 16477 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 5110 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8219 members 
Mstep: Class 35 contains 8831 members 
Mstep: Class 36 contains 6133 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 990 members 
Mstep: Class 40 contains 1136 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2651 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 866 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30172 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147328.000000 Penalty: 101907.343750
Iteration 171Q: 50 clusters Score -4.014733e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 87030 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44085 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 13616 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18108 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 6075 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4561 members 
Mstep: Class 23 contains 6338 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16478 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 5108 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8223 members 
Mstep: Class 35 contains 8821 members 
Mstep: Class 36 contains 6132 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 991 members 
Mstep: Class 40 contains 1137 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 865 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30139 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147304.000000 Penalty: 101907.343750
Iteration 172Q: 50 clusters Score -4.01473e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 87037 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44087 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4291 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1751 members 
Mstep: Class 13 contains 13648 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18105 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4051 members 
Mstep: Class 19 contains 6078 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4559 members 
Mstep: Class 23 contains 6339 members 
Mstep: Class 24 contains 2008 members 
Mstep: Class 25 contains 16481 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 5105 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8222 members 
Mstep: Class 35 contains 8809 members 
Mstep: Class 36 contains 6135 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 995 members 
Mstep: Class 40 contains 1137 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 865 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30112 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147376.000000 Penalty: 101907.343750
Iteration 173Q: 50 clusters Score -4.014738e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 87045 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44087 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13662 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18104 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4063 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 6340 members 
Mstep: Class 24 contains 2009 members 
Mstep: Class 25 contains 16485 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 9040 members 
Mstep: Class 31 contains 5103 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 8804 members 
Mstep: Class 36 contains 6136 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2232 members 
Mstep: Class 39 contains 997 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 864 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30087 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147252.000000 Penalty: 101907.343750
Iteration 174Q: 50 clusters Score -4.014725e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 87046 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44086 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13681 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18101 members 
Mstep: Class 16 contains 8636 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4071 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 6342 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 16486 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9041 members 
Mstep: Class 31 contains 5100 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 8797 members 
Mstep: Class 36 contains 6142 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2231 members 
Mstep: Class 39 contains 998 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 864 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30065 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147312.000000 Penalty: 101907.343750
Iteration 175Q: 50 clusters Score -4.014731e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 87052 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44087 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13698 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18097 members 
Mstep: Class 16 contains 8629 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4072 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 6343 members 
Mstep: Class 24 contains 2004 members 
Mstep: Class 25 contains 16492 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9041 members 
Mstep: Class 31 contains 5099 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8222 members 
Mstep: Class 35 contains 8786 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 998 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 864 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30052 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147332.000000 Penalty: 101907.343750
Iteration 176Q: 50 clusters Score -4.014733e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 87054 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44090 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13711 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18092 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4077 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2003 members 
Mstep: Class 25 contains 16493 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5097 members 
Mstep: Class 32 contains 2581 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8222 members 
Mstep: Class 35 contains 8775 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 998 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30042 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147336.000000 Penalty: 101907.343750
Iteration 177Q: 50 clusters Score -4.014734e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 87060 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44092 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13722 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18091 members 
Mstep: Class 16 contains 8622 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4081 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2003 members 
Mstep: Class 25 contains 16496 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9650 members 
Mstep: Class 30 contains 9042 members 
Mstep: Class 31 contains 5094 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8221 members 
Mstep: Class 35 contains 8768 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2233 members 
Mstep: Class 39 contains 998 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30029 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147304.000000 Penalty: 101907.343750
Iteration 178Q: 50 clusters Score -4.01473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 87068 members 
Mstep: Class 3 contains 2133 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44091 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13734 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18089 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4558 members 
Mstep: Class 23 contains 6344 members 
Mstep: Class 24 contains 2001 members 
Mstep: Class 25 contains 16498 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5093 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8220 members 
Mstep: Class 35 contains 8758 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2234 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30015 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147336.000000 Penalty: 101907.343750
Iteration 179Q: 50 clusters Score -4.014734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 87070 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44095 members 
Mstep: Class 6 contains 1999 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4292 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13741 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18087 members 
Mstep: Class 16 contains 8618 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4087 members 
Mstep: Class 19 contains 6081 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4556 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 2002 members 
Mstep: Class 25 contains 16500 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9652 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5092 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8220 members 
Mstep: Class 35 contains 8751 members 
Mstep: Class 36 contains 6142 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 1138 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 30006 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147332.000000 Penalty: 101907.343750
Iteration 180F: 50 clusters Score -4.014733e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 87075 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44096 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4293 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13749 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18084 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4093 members 
Mstep: Class 19 contains 6082 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4554 members 
Mstep: Class 23 contains 6348 members 
Mstep: Class 24 contains 2003 members 
Mstep: Class 25 contains 16500 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9651 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8217 members 
Mstep: Class 35 contains 8744 members 
Mstep: Class 36 contains 6142 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 1139 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29998 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147360.000000 Penalty: 101907.343750
Iteration 181Q: 50 clusters Score -4.014736e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 87081 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44097 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4294 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5019 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13760 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4096 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4547 members 
Mstep: Class 23 contains 6351 members 
Mstep: Class 24 contains 2007 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 388 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8218 members 
Mstep: Class 35 contains 8735 members 
Mstep: Class 36 contains 6142 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 1142 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29987 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147380.000000 Penalty: 101907.343750
Iteration 182Q: 50 clusters Score -4.014738e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 87087 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13771 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18080 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4098 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4544 members 
Mstep: Class 23 contains 6352 members 
Mstep: Class 24 contains 2010 members 
Mstep: Class 25 contains 16504 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9647 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8217 members 
Mstep: Class 35 contains 8726 members 
Mstep: Class 36 contains 6143 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 1143 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 863 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29975 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147392.000000 Penalty: 101907.343750
Iteration 183Q: 50 clusters Score -4.014739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 87093 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13780 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18081 members 
Mstep: Class 16 contains 8611 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4100 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4543 members 
Mstep: Class 23 contains 6353 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9647 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8216 members 
Mstep: Class 35 contains 8715 members 
Mstep: Class 36 contains 6144 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 1144 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29969 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147400.000000 Penalty: 101907.343750
Iteration 184Q: 50 clusters Score -4.01474e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 87100 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 1998 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13783 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4540 members 
Mstep: Class 23 contains 6354 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16505 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8216 members 
Mstep: Class 35 contains 8707 members 
Mstep: Class 36 contains 6145 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1000 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29965 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147396.000000 Penalty: 101907.343750
Iteration 185Q: 50 clusters Score -4.01474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 87104 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44097 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13789 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4103 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4540 members 
Mstep: Class 23 contains 6355 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16504 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9645 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8216 members 
Mstep: Class 35 contains 8704 members 
Mstep: Class 36 contains 6146 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1001 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29960 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147332.000000 Penalty: 101907.343750
Iteration 186Q: 50 clusters Score -4.014733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 87109 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44097 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13790 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 8607 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4539 members 
Mstep: Class 23 contains 6355 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9645 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5091 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8216 members 
Mstep: Class 35 contains 8704 members 
Mstep: Class 36 contains 6146 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1002 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29957 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147320.000000 Penalty: 101907.343750
Iteration 187Q: 50 clusters Score -4.014732e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 87117 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4295 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4104 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4339 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 6355 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8700 members 
Mstep: Class 36 contains 6146 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1005 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29953 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147336.000000 Penalty: 101907.343750
Iteration 188Q: 50 clusters Score -4.014734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 87120 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44099 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4105 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16503 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8697 members 
Mstep: Class 36 contains 6148 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1005 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29949 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147360.000000 Penalty: 101907.343750
Iteration 189Q: 50 clusters Score -4.014736e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 87121 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44100 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4106 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16504 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8694 members 
Mstep: Class 36 contains 6149 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1006 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29947 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147364.000000 Penalty: 101907.343750
Iteration 190Q: 50 clusters Score -4.014736e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 87125 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44100 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18081 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4108 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4538 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16508 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8690 members 
Mstep: Class 36 contains 6151 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1007 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29944 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147368.000000 Penalty: 101907.343750
Iteration 191Q: 50 clusters Score -4.014737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 87125 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44101 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18077 members 
Mstep: Class 16 contains 8605 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4537 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16509 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9046 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8689 members 
Mstep: Class 36 contains 6160 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1006 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29942 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147384.000000 Penalty: 101907.343750
Iteration 192Q: 50 clusters Score -4.014738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 87126 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18078 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4111 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4537 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16510 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8687 members 
Mstep: Class 36 contains 6167 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1007 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29943 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147388.000000 Penalty: 101907.343750
Iteration 193Q: 50 clusters Score -4.014739e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 87130 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18077 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4112 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4537 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9045 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8684 members 
Mstep: Class 36 contains 6168 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1007 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29941 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147396.000000 Penalty: 101907.343750
Iteration 194Q: 50 clusters Score -4.01474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 87131 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13796 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18077 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9044 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8214 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6170 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1008 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29940 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147380.000000 Penalty: 101907.343750
Iteration 195Q: 50 clusters Score -4.014738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 87132 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13795 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18077 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6172 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1008 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29940 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147384.000000 Penalty: 101907.343750
Iteration 196Q: 50 clusters Score -4.014738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 87133 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13794 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18078 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1412 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6172 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1008 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29939 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147392.000000 Penalty: 101907.343750
Iteration 197Q: 50 clusters Score -4.014739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 87133 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1411 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6171 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1008 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29938 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147396.000000 Penalty: 101907.343750
Iteration 198Q: 50 clusters Score -4.01474e+07 nChanged 2
Entering ConstructFrom: 
Score: -40147396.000000 Penalty: 101907.343750
Entering ConstructFrom: 
Trying to split cluster 1 (3299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Entering Unmasked Estep 
Score: -337264.437500 Penalty: 1316.473389
	Iteration 0F: 2 clusters Score -337264.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -334400.937500 Penalty: 2632.946777
	Iteration 0F: 3 clusters Score -334400.9 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -335260.218750 Penalty: 2632.946777
	Iteration 1F: 3 clusters Score -335260.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -335493.812500 Penalty: 2632.946777
	Iteration 2F: 3 clusters Score -335493.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -335668.062500 Penalty: 2632.946777
	Iteration 3F: 3 clusters Score -335668.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -335800.093750 Penalty: 2632.946777
	Iteration 4Q: 3 clusters Score -335800.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -335911.093750 Penalty: 2632.946777
	Iteration 5Q: 3 clusters Score -335911.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -336032.593750 Penalty: 2632.946777
	Iteration 6Q: 3 clusters Score -336032.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -336139.156250 Penalty: 2632.946777
	Iteration 7Q: 3 clusters Score -336139.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -336228.562500 Penalty: 2632.946777
	Iteration 8Q: 3 clusters Score -336228.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -336301.031250 Penalty: 2632.946777
	Iteration 9Q: 3 clusters Score -336301 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -336343.718750 Penalty: 2632.946777
	Iteration 10Q: 3 clusters Score -336343.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -336360.250000 Penalty: 2632.946777
	Iteration 11Q: 3 clusters Score -336360.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -336373.062500 Penalty: 2632.946777
	Iteration 12Q: 3 clusters Score -336373.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -336379.625000 Penalty: 2632.946777
	Iteration 13Q: 3 clusters Score -336379.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -336382.093750 Penalty: 2632.946777
	Iteration 14Q: 3 clusters Score -336382.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -336382.750000 Penalty: 2632.946777
	Iteration 15Q: 3 clusters Score -336382.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -336383.906250 Penalty: 2632.946777
	Iteration 16Q: 3 clusters Score -336383.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -336384.875000 Penalty: 2632.946777
	Iteration 17Q: 3 clusters Score -336384.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -336385.687500 Penalty: 2632.946777
	Iteration 18Q: 3 clusters Score -336385.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -336387.531250 Penalty: 2632.946777
	Iteration 19Q: 3 clusters Score -336387.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -336389.593750 Penalty: 2632.946777
	Iteration 20F: 3 clusters Score -336389.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -336390.937500 Penalty: 2632.946777
	Iteration 21Q: 3 clusters Score -336390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -336390.500000 Penalty: 2632.946777
	Iteration 22Q: 3 clusters Score -336390.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -336391.531250 Penalty: 2632.946777
	Iteration 23Q: 3 clusters Score -336391.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -336391.531250 Penalty: 2632.946777
	Iteration 24F: 3 clusters Score -336391.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87133 members 
Entering Unmasked Estep 
Score: -9992126.000000 Penalty: 1848.468506
	Iteration 0F: 2 clusters Score -9992126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43593 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -9934139.000000 Penalty: 3696.937012
	Iteration 0F: 3 clusters Score -9934139 nChanged 41424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -9958242.000000 Penalty: 3696.937012
	Iteration 1F: 3 clusters Score -9958242 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -9958971.000000 Penalty: 3696.937012
	Iteration 2Q: 3 clusters Score -9958971 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -9959730.000000 Penalty: 3696.937012
	Iteration 3Q: 3 clusters Score -9959730 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -9960599.000000 Penalty: 3696.937012
	Iteration 4Q: 3 clusters Score -9960599 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -9961914.000000 Penalty: 3696.937012
	Iteration 5Q: 3 clusters Score -9961914 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -9963693.000000 Penalty: 3696.937012
	Iteration 6Q: 3 clusters Score -9963693 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -9966220.000000 Penalty: 3696.937012
	Iteration 7Q: 3 clusters Score -9966220 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -9969691.000000 Penalty: 3696.937012
	Iteration 8F: 3 clusters Score -9969691 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -9973353.000000 Penalty: 3696.937012
	Iteration 9F: 3 clusters Score -9973353 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 55971 members 
Entering Unmasked Estep 
Score: -9975742.000000 Penalty: 3696.937012
	Iteration 10Q: 3 clusters Score -9975742 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 57160 members 
Entering Unmasked Estep 
Score: -9976753.000000 Penalty: 3696.937012
	Iteration 11Q: 3 clusters Score -9976753 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -9977217.000000 Penalty: 3696.937012
	Iteration 12Q: 3 clusters Score -9977217 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 59515 members 
Entering Unmasked Estep 
Score: -9977559.000000 Penalty: 3696.937012
	Iteration 13Q: 3 clusters Score -9977559 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 60744 members 
Entering Unmasked Estep 
Score: -9977899.000000 Penalty: 3696.937012
	Iteration 14Q: 3 clusters Score -9977899 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 62049 members 
Entering Unmasked Estep 
Score: -9978223.000000 Penalty: 3696.937012
	Iteration 15Q: 3 clusters Score -9978223 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -9978559.000000 Penalty: 3696.937012
	Iteration 16Q: 3 clusters Score -9978559 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -9979073.000000 Penalty: 3696.937012
	Iteration 17Q: 3 clusters Score -9979073 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 66337 members 
Entering Unmasked Estep 
Score: -9979598.000000 Penalty: 3696.937012
	Iteration 18Q: 3 clusters Score -9979598 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 67913 members 
Entering Unmasked Estep 
Score: -9980263.000000 Penalty: 3696.937012
	Iteration 19Q: 3 clusters Score -9980263 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 69627 members 
Entering Unmasked Estep 
Score: -9980863.000000 Penalty: 3696.937012
	Iteration 20F: 3 clusters Score -9980863 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -9981664.000000 Penalty: 3696.937012
	Iteration 21Q: 3 clusters Score -9981664 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 73234 members 
Entering Unmasked Estep 
Score: -9982553.000000 Penalty: 3696.937012
	Iteration 22Q: 3 clusters Score -9982553 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -9983503.000000 Penalty: 3696.937012
	Iteration 23Q: 3 clusters Score -9983503 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 76839 members 
Entering Unmasked Estep 
Score: -9984424.000000 Penalty: 3696.937012
	Iteration 24Q: 3 clusters Score -9984424 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 78497 members 
Entering Unmasked Estep 
Score: -9985398.000000 Penalty: 3696.937012
	Iteration 25Q: 3 clusters Score -9985398 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 79963 members 
Entering Unmasked Estep 
Score: -9986362.000000 Penalty: 3696.937012
	Iteration 26Q: 3 clusters Score -9986362 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 81304 members 
Entering Unmasked Estep 
Score: -9987227.000000 Penalty: 3696.937012
	Iteration 27Q: 3 clusters Score -9987227 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 82432 members 
Entering Unmasked Estep 
Score: -9987992.000000 Penalty: 3696.937012
	Iteration 28Q: 3 clusters Score -9987992 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -9988708.000000 Penalty: 3696.937012
	Iteration 29Q: 3 clusters Score -9988708 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 84186 members 
Entering Unmasked Estep 
Score: -9989259.000000 Penalty: 3696.937012
	Iteration 30Q: 3 clusters Score -9989259 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 84751 members 
Entering Unmasked Estep 
Score: -9989664.000000 Penalty: 3696.937012
	Iteration 31Q: 3 clusters Score -9989664 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 85157 members 
Entering Unmasked Estep 
Score: -9989973.000000 Penalty: 3696.937012
	Iteration 32Q: 3 clusters Score -9989973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -9990211.000000 Penalty: 3696.937012
	Iteration 33Q: 3 clusters Score -9990211 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 85656 members 
Entering Unmasked Estep 
Score: -9990348.000000 Penalty: 3696.937012
	Iteration 34Q: 3 clusters Score -9990348 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 85819 members 
Entering Unmasked Estep 
Score: -9990453.000000 Penalty: 3696.937012
	Iteration 35Q: 3 clusters Score -9990453 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -9990521.000000 Penalty: 3696.937012
	Iteration 36Q: 3 clusters Score -9990521 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -9990591.000000 Penalty: 3696.937012
	Iteration 37Q: 3 clusters Score -9990591 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -9990632.000000 Penalty: 3696.937012
	Iteration 38Q: 3 clusters Score -9990632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 86109 members 
Entering Unmasked Estep 
Score: -9990669.000000 Penalty: 3696.937012
	Iteration 39Q: 3 clusters Score -9990669 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 86143 members 
Entering Unmasked Estep 
Score: -9990709.000000 Penalty: 3696.937012
	Iteration 40F: 3 clusters Score -9990709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 86173 members 
Entering Unmasked Estep 
Score: -9990750.000000 Penalty: 3696.937012
	Iteration 41Q: 3 clusters Score -9990750 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 86190 members 
Entering Unmasked Estep 
Score: -9990760.000000 Penalty: 3696.937012
	Iteration 42Q: 3 clusters Score -9990760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -9990770.000000 Penalty: 3696.937012
	Iteration 43Q: 3 clusters Score -9990770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 86218 members 
Entering Unmasked Estep 
Score: -9990780.000000 Penalty: 3696.937012
	Iteration 44Q: 3 clusters Score -9990780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 86226 members 
Entering Unmasked Estep 
Score: -9990780.000000 Penalty: 3696.937012
	Iteration 45Q: 3 clusters Score -9990780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 86239 members 
Entering Unmasked Estep 
Score: -9990790.000000 Penalty: 3696.937012
	Iteration 46Q: 3 clusters Score -9990790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -9990784.000000 Penalty: 3696.937012
	Iteration 47Q: 3 clusters Score -9990784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 86251 members 
Entering Unmasked Estep 
Score: -9990786.000000 Penalty: 3696.937012
	Iteration 48Q: 3 clusters Score -9990786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 86253 members 
Entering Unmasked Estep 
Score: -9990793.000000 Penalty: 3696.937012
	Iteration 49Q: 3 clusters Score -9990793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 86256 members 
Entering Unmasked Estep 
Score: -9990786.000000 Penalty: 3696.937012
	Iteration 50Q: 3 clusters Score -9990786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -9990785.000000 Penalty: 3696.937012
	Iteration 51Q: 3 clusters Score -9990785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -9990797.000000 Penalty: 3696.937012
	Iteration 52Q: 3 clusters Score -9990797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -9990797.000000 Penalty: 3696.937012
	Iteration 53F: 3 clusters Score -9990797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -236607.171875 Penalty: 1245.532593
	Iteration 0F: 2 clusters Score -236607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -234462.640625 Penalty: 2491.065186
	Iteration 0F: 3 clusters Score -234462.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -234940.140625 Penalty: 2491.065186
	Iteration 1F: 3 clusters Score -234940.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -235032.359375 Penalty: 2491.065186
	Iteration 2F: 3 clusters Score -235032.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -235105.203125 Penalty: 2491.065186
	Iteration 3Q: 3 clusters Score -235105.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -235158.562500 Penalty: 2491.065186
	Iteration 4Q: 3 clusters Score -235158.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -235201.734375 Penalty: 2491.065186
	Iteration 5Q: 3 clusters Score -235201.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -235245.875000 Penalty: 2491.065186
	Iteration 6Q: 3 clusters Score -235245.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -235295.765625 Penalty: 2491.065186
	Iteration 7Q: 3 clusters Score -235295.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -235356.500000 Penalty: 2491.065186
	Iteration 8Q: 3 clusters Score -235356.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -235436.328125 Penalty: 2491.065186
	Iteration 9Q: 3 clusters Score -235436.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -235540.218750 Penalty: 2491.065186
	Iteration 10Q: 3 clusters Score -235540.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -235606.156250 Penalty: 2491.065186
	Iteration 11Q: 3 clusters Score -235606.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -235663.656250 Penalty: 2491.065186
	Iteration 12Q: 3 clusters Score -235663.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -235714.640625 Penalty: 2491.065186
	Iteration 13Q: 3 clusters Score -235714.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -235755.734375 Penalty: 2491.065186
	Iteration 14Q: 3 clusters Score -235755.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -235783.890625 Penalty: 2491.065186
	Iteration 15Q: 3 clusters Score -235783.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -235808.109375 Penalty: 2491.065186
	Iteration 16Q: 3 clusters Score -235808.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -235820.593750 Penalty: 2491.065186
	Iteration 17Q: 3 clusters Score -235820.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -235829.984375 Penalty: 2491.065186
	Iteration 18Q: 3 clusters Score -235830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -235839.812500 Penalty: 2491.065186
	Iteration 19Q: 3 clusters Score -235839.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -235851.578125 Penalty: 2491.065186
	Iteration 20F: 3 clusters Score -235851.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -235862.593750 Penalty: 2491.065186
	Iteration 21Q: 3 clusters Score -235862.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -235875.234375 Penalty: 2491.065186
	Iteration 22Q: 3 clusters Score -235875.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -235898.125000 Penalty: 2491.065186
	Iteration 23Q: 3 clusters Score -235898.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -235920.609375 Penalty: 2491.065186
	Iteration 24Q: 3 clusters Score -235920.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -235938.203125 Penalty: 2491.065186
	Iteration 25Q: 3 clusters Score -235938.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -235949.046875 Penalty: 2491.065186
	Iteration 26Q: 3 clusters Score -235949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -235965.031250 Penalty: 2491.065186
	Iteration 27Q: 3 clusters Score -235965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -235977.156250 Penalty: 2491.065186
	Iteration 28Q: 3 clusters Score -235977.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -235989.281250 Penalty: 2491.065186
	Iteration 29Q: 3 clusters Score -235989.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -236004.265625 Penalty: 2491.065186
	Iteration 30Q: 3 clusters Score -236004.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -236023.906250 Penalty: 2491.065186
	Iteration 31Q: 3 clusters Score -236023.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -236047.625000 Penalty: 2491.065186
	Iteration 32Q: 3 clusters Score -236047.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -236079.187500 Penalty: 2491.065186
	Iteration 33Q: 3 clusters Score -236079.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -236111.250000 Penalty: 2491.065186
	Iteration 34Q: 3 clusters Score -236111.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -236128.031250 Penalty: 2491.065186
	Iteration 35Q: 3 clusters Score -236128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -236144.187500 Penalty: 2491.065186
	Iteration 36Q: 3 clusters Score -236144.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -236153.453125 Penalty: 2491.065186
	Iteration 37Q: 3 clusters Score -236153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -236155.718750 Penalty: 2491.065186
	Iteration 38Q: 3 clusters Score -236155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -236158.265625 Penalty: 2491.065186
	Iteration 39Q: 3 clusters Score -236158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -236160.062500 Penalty: 2491.065186
	Iteration 40F: 3 clusters Score -236160.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -236162.265625 Penalty: 2491.065186
	Iteration 41Q: 3 clusters Score -236162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -236162.265625 Penalty: 2491.065186
	Iteration 42F: 3 clusters Score -236162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -412562.218750 Penalty: 1331.112793
	Iteration 0F: 2 clusters Score -412562.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -409428.093750 Penalty: 2662.225586
	Iteration 0F: 3 clusters Score -409428.1 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410281.281250 Penalty: 2662.225586
	Iteration 1F: 3 clusters Score -410281.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -410418.031250 Penalty: 2662.225586
	Iteration 2F: 3 clusters Score -410418 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -410495.375000 Penalty: 2662.225586
	Iteration 3Q: 3 clusters Score -410495.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -410550.312500 Penalty: 2662.225586
	Iteration 4Q: 3 clusters Score -410550.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -410595.218750 Penalty: 2662.225586
	Iteration 5Q: 3 clusters Score -410595.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -410625.968750 Penalty: 2662.225586
	Iteration 6Q: 3 clusters Score -410626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -410650.125000 Penalty: 2662.225586
	Iteration 7Q: 3 clusters Score -410650.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -410668.625000 Penalty: 2662.225586
	Iteration 8Q: 3 clusters Score -410668.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -410689.187500 Penalty: 2662.225586
	Iteration 9Q: 3 clusters Score -410689.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -410706.968750 Penalty: 2662.225586
	Iteration 10Q: 3 clusters Score -410707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -410716.531250 Penalty: 2662.225586
	Iteration 11Q: 3 clusters Score -410716.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -410726.875000 Penalty: 2662.225586
	Iteration 12Q: 3 clusters Score -410726.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -410738.062500 Penalty: 2662.225586
	Iteration 13Q: 3 clusters Score -410738.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -410750.250000 Penalty: 2662.225586
	Iteration 14Q: 3 clusters Score -410750.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -410758.906250 Penalty: 2662.225586
	Iteration 15Q: 3 clusters Score -410758.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -410768.468750 Penalty: 2662.225586
	Iteration 16Q: 3 clusters Score -410768.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -410779.093750 Penalty: 2662.225586
	Iteration 17Q: 3 clusters Score -410779.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -410789.093750 Penalty: 2662.225586
	Iteration 18Q: 3 clusters Score -410789.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -410795.093750 Penalty: 2662.225586
	Iteration 19Q: 3 clusters Score -410795.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -410801.375000 Penalty: 2662.225586
	Iteration 20F: 3 clusters Score -410801.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -410807.906250 Penalty: 2662.225586
	Iteration 21Q: 3 clusters Score -410807.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -410813.937500 Penalty: 2662.225586
	Iteration 22Q: 3 clusters Score -410813.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -410820.000000 Penalty: 2662.225586
	Iteration 23Q: 3 clusters Score -410820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -410826.187500 Penalty: 2662.225586
	Iteration 24Q: 3 clusters Score -410826.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -410839.468750 Penalty: 2662.225586
	Iteration 25Q: 3 clusters Score -410839.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -410851.375000 Penalty: 2662.225586
	Iteration 26Q: 3 clusters Score -410851.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -410863.125000 Penalty: 2662.225586
	Iteration 27Q: 3 clusters Score -410863.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -410875.187500 Penalty: 2662.225586
	Iteration 28Q: 3 clusters Score -410875.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -410887.125000 Penalty: 2662.225586
	Iteration 29Q: 3 clusters Score -410887.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -410895.375000 Penalty: 2662.225586
	Iteration 30Q: 3 clusters Score -410895.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -410907.062500 Penalty: 2662.225586
	Iteration 31Q: 3 clusters Score -410907.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -410918.250000 Penalty: 2662.225586
	Iteration 32Q: 3 clusters Score -410918.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -410929.343750 Penalty: 2662.225586
	Iteration 33Q: 3 clusters Score -410929.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -410938.718750 Penalty: 2662.225586
	Iteration 34Q: 3 clusters Score -410938.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -410952.406250 Penalty: 2662.225586
	Iteration 35Q: 3 clusters Score -410952.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -410967.812500 Penalty: 2662.225586
	Iteration 36Q: 3 clusters Score -410967.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -410990.312500 Penalty: 2662.225586
	Iteration 37Q: 3 clusters Score -410990.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -411007.718750 Penalty: 2662.225586
	Iteration 38Q: 3 clusters Score -411007.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -411023.687500 Penalty: 2662.225586
	Iteration 39Q: 3 clusters Score -411023.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -411036.062500 Penalty: 2662.225586
	Iteration 40F: 3 clusters Score -411036.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -411050.562500 Penalty: 2662.225586
	Iteration 41Q: 3 clusters Score -411050.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -411071.437500 Penalty: 2662.225586
	Iteration 42Q: 3 clusters Score -411071.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -411103.125000 Penalty: 2662.225586
	Iteration 43Q: 3 clusters Score -411103.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -411131.875000 Penalty: 2662.225586
	Iteration 44Q: 3 clusters Score -411131.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -411151.312500 Penalty: 2662.225586
	Iteration 45Q: 3 clusters Score -411151.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -411173.000000 Penalty: 2662.225586
	Iteration 46Q: 3 clusters Score -411173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -411199.812500 Penalty: 2662.225586
	Iteration 47Q: 3 clusters Score -411199.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -411223.687500 Penalty: 2662.225586
	Iteration 48Q: 3 clusters Score -411223.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -411242.500000 Penalty: 2662.225586
	Iteration 49Q: 3 clusters Score -411242.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -411262.718750 Penalty: 2662.225586
	Iteration 50Q: 3 clusters Score -411262.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -411284.312500 Penalty: 2662.225586
	Iteration 51Q: 3 clusters Score -411284.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -411311.781250 Penalty: 2662.225586
	Iteration 52Q: 3 clusters Score -411311.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -411330.531250 Penalty: 2662.225586
	Iteration 53Q: 3 clusters Score -411330.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -411344.125000 Penalty: 2662.225586
	Iteration 54Q: 3 clusters Score -411344.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -411358.187500 Penalty: 2662.225586
	Iteration 55Q: 3 clusters Score -411358.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -411367.625000 Penalty: 2662.225586
	Iteration 56Q: 3 clusters Score -411367.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -411378.093750 Penalty: 2662.225586
	Iteration 57Q: 3 clusters Score -411378.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -411385.656250 Penalty: 2662.225586
	Iteration 58Q: 3 clusters Score -411385.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -411391.312500 Penalty: 2662.225586
	Iteration 59Q: 3 clusters Score -411391.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -411396.125000 Penalty: 2662.225586
	Iteration 60F: 3 clusters Score -411396.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -411401.781250 Penalty: 2662.225586
	Iteration 61Q: 3 clusters Score -411401.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -411407.562500 Penalty: 2662.225586
	Iteration 62Q: 3 clusters Score -411407.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -411412.250000 Penalty: 2662.225586
	Iteration 63Q: 3 clusters Score -411412.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -411417.531250 Penalty: 2662.225586
	Iteration 64Q: 3 clusters Score -411417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -411420.468750 Penalty: 2662.225586
	Iteration 65Q: 3 clusters Score -411420.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -411424.937500 Penalty: 2662.225586
	Iteration 66Q: 3 clusters Score -411424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -411427.812500 Penalty: 2662.225586
	Iteration 67Q: 3 clusters Score -411427.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -411428.656250 Penalty: 2662.225586
	Iteration 68Q: 3 clusters Score -411428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -411431.562500 Penalty: 2662.225586
	Iteration 69Q: 3 clusters Score -411431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -411433.156250 Penalty: 2662.225586
	Iteration 70Q: 3 clusters Score -411433.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -411436.812500 Penalty: 2662.225586
	Iteration 71Q: 3 clusters Score -411436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -411438.000000 Penalty: 2662.225586
	Iteration 72Q: 3 clusters Score -411438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -411441.437500 Penalty: 2662.225586
	Iteration 73Q: 3 clusters Score -411441.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -411446.468750 Penalty: 2662.225586
	Iteration 74Q: 3 clusters Score -411446.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -411449.406250 Penalty: 2662.225586
	Iteration 75Q: 3 clusters Score -411449.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -411453.437500 Penalty: 2662.225586
	Iteration 76Q: 3 clusters Score -411453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -411456.656250 Penalty: 2662.225586
	Iteration 77Q: 3 clusters Score -411456.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -411457.406250 Penalty: 2662.225586
	Iteration 78Q: 3 clusters Score -411457.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -411458.656250 Penalty: 2662.225586
	Iteration 79Q: 3 clusters Score -411458.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -411461.750000 Penalty: 2662.225586
	Iteration 80F: 3 clusters Score -411461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -411462.125000 Penalty: 2662.225586
	Iteration 81Q: 3 clusters Score -411462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -411463.812500 Penalty: 2662.225586
	Iteration 82Q: 3 clusters Score -411463.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -411463.437500 Penalty: 2662.225586
	Iteration 83Q: 3 clusters Score -411463.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -411463.906250 Penalty: 2662.225586
	Iteration 84Q: 3 clusters Score -411463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -411464.750000 Penalty: 2662.225586
	Iteration 85Q: 3 clusters Score -411464.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -411464.750000 Penalty: 2662.225586
	Iteration 86F: 3 clusters Score -411464.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Entering Unmasked Estep 
Score: -5144292.500000 Penalty: 1737.817383
	Iteration 0F: 2 clusters Score -5144292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5114830.000000 Penalty: 3475.634766
	Iteration 0F: 3 clusters Score -5114830 nChanged 20565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5126602.000000 Penalty: 3475.634766
	Iteration 1F: 3 clusters Score -5126602 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -5127452.000000 Penalty: 3475.634766
	Iteration 2F: 3 clusters Score -5127452 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -5128645.500000 Penalty: 3475.634766
	Iteration 3F: 3 clusters Score -5128646 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27730 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5130093.500000 Penalty: 3475.634766
	Iteration 4F: 3 clusters Score -5130094 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29909 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -5131943.000000 Penalty: 3475.634766
	Iteration 5F: 3 clusters Score -5131943 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32408 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -5133984.500000 Penalty: 3475.634766
	Iteration 6F: 3 clusters Score -5133984 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -5135962.500000 Penalty: 3475.634766
	Iteration 7F: 3 clusters Score -5135962 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5137835.000000 Penalty: 3475.634766
	Iteration 8F: 3 clusters Score -5137835 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -5139500.000000 Penalty: 3475.634766
	Iteration 9Q: 3 clusters Score -5139500 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -5140759.500000 Penalty: 3475.634766
	Iteration 10Q: 3 clusters Score -5140760 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5141590.500000 Penalty: 3475.634766
	Iteration 11Q: 3 clusters Score -5141590 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -5142074.500000 Penalty: 3475.634766
	Iteration 12Q: 3 clusters Score -5142074 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -5142352.000000 Penalty: 3475.634766
	Iteration 13Q: 3 clusters Score -5142352 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5142495.500000 Penalty: 3475.634766
	Iteration 14Q: 3 clusters Score -5142496 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5142580.500000 Penalty: 3475.634766
	Iteration 15Q: 3 clusters Score -5142580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -5142656.500000 Penalty: 3475.634766
	Iteration 16Q: 3 clusters Score -5142656 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5142697.500000 Penalty: 3475.634766
	Iteration 17Q: 3 clusters Score -5142698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5142727.500000 Penalty: 3475.634766
	Iteration 18Q: 3 clusters Score -5142728 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5142744.000000 Penalty: 3475.634766
	Iteration 19Q: 3 clusters Score -5142744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5142766.500000 Penalty: 3475.634766
	Iteration 20F: 3 clusters Score -5142766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5142777.000000 Penalty: 3475.634766
	Iteration 21Q: 3 clusters Score -5142777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5142783.000000 Penalty: 3475.634766
	Iteration 22Q: 3 clusters Score -5142783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5142784.500000 Penalty: 3475.634766
	Iteration 23Q: 3 clusters Score -5142784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5142788.000000 Penalty: 3475.634766
	Iteration 24Q: 3 clusters Score -5142788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5142795.000000 Penalty: 3475.634766
	Iteration 25Q: 3 clusters Score -5142795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5142795.000000 Penalty: 3475.634766
	Iteration 26Q: 3 clusters Score -5142795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5142796.500000 Penalty: 3475.634766
	Iteration 27Q: 3 clusters Score -5142796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5142797.500000 Penalty: 3475.634766
	Iteration 28Q: 3 clusters Score -5142798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5142795.000000 Penalty: 3475.634766
	Iteration 29Q: 3 clusters Score -5142795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5142795.000000 Penalty: 3475.634766
	Iteration 30F: 3 clusters Score -5142795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -227345.718750 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -227345.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -225234.437500 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -225234.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -225681.296875 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -225681.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -225781.843750 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -225781.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -225835.750000 Penalty: 2469.805420
	Iteration 3Q: 3 clusters Score -225835.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -225877.562500 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -225877.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -225916.125000 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -225916.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -225956.765625 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -225956.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225987.593750 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -225987.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -226007.578125 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -226007.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -226019.843750 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -226019.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -226028.359375 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -226028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -226034.171875 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -226034.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -226041.296875 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -226041.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -226046.062500 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -226046.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -226049.562500 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -226049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -226052.531250 Penalty: 2469.805420
	Iteration 15Q: 3 clusters Score -226052.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -226056.578125 Penalty: 2469.805420
	Iteration 16Q: 3 clusters Score -226056.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -226062.828125 Penalty: 2469.805420
	Iteration 17Q: 3 clusters Score -226062.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -226069.000000 Penalty: 2469.805420
	Iteration 18Q: 3 clusters Score -226069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -226072.750000 Penalty: 2469.805420
	Iteration 19Q: 3 clusters Score -226072.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -226076.281250 Penalty: 2469.805420
	Iteration 20F: 3 clusters Score -226076.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -226080.890625 Penalty: 2469.805420
	Iteration 21Q: 3 clusters Score -226080.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -226085.609375 Penalty: 2469.805420
	Iteration 22Q: 3 clusters Score -226085.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -226092.140625 Penalty: 2469.805420
	Iteration 23Q: 3 clusters Score -226092.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -226094.781250 Penalty: 2469.805420
	Iteration 24Q: 3 clusters Score -226094.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -226096.578125 Penalty: 2469.805420
	Iteration 25Q: 3 clusters Score -226096.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -226097.531250 Penalty: 2469.805420
	Iteration 26Q: 3 clusters Score -226097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -226098.015625 Penalty: 2469.805420
	Iteration 27Q: 3 clusters Score -226098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -226099.312500 Penalty: 2469.805420
	Iteration 28Q: 3 clusters Score -226099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -226099.468750 Penalty: 2469.805420
	Iteration 29Q: 3 clusters Score -226099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -226099.546875 Penalty: 2469.805420
	Iteration 30Q: 3 clusters Score -226099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -226100.234375 Penalty: 2469.805420
	Iteration 31Q: 3 clusters Score -226100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -226100.546875 Penalty: 2469.805420
	Iteration 32Q: 3 clusters Score -226100.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -226101.546875 Penalty: 2469.805420
	Iteration 33Q: 3 clusters Score -226101.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -226101.718750 Penalty: 2469.805420
	Iteration 34Q: 3 clusters Score -226101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -226101.718750 Penalty: 2469.805420
	Iteration 35F: 3 clusters Score -226101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Entering Unmasked Estep 
Score: -2372481.000000 Penalty: 1613.796265
	Iteration 0F: 2 clusters Score -2372481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2358455.250000 Penalty: 3227.592529
	Iteration 0F: 3 clusters Score -2358455 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2363691.000000 Penalty: 3227.592529
	Iteration 1F: 3 clusters Score -2363691 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2364056.250000 Penalty: 3227.592529
	Iteration 2Q: 3 clusters Score -2364056 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2364403.250000 Penalty: 3227.592529
	Iteration 3Q: 3 clusters Score -2364403 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2364719.750000 Penalty: 3227.592529
	Iteration 4Q: 3 clusters Score -2364720 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -2365035.750000 Penalty: 3227.592529
	Iteration 5Q: 3 clusters Score -2365036 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -2365353.000000 Penalty: 3227.592529
	Iteration 6Q: 3 clusters Score -2365353 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2365732.750000 Penalty: 3227.592529
	Iteration 7Q: 3 clusters Score -2365733 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2366130.750000 Penalty: 3227.592529
	Iteration 8Q: 3 clusters Score -2366131 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2366599.500000 Penalty: 3227.592529
	Iteration 9Q: 3 clusters Score -2366600 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2367128.000000 Penalty: 3227.592529
	Iteration 10Q: 3 clusters Score -2367128 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2367622.750000 Penalty: 3227.592529
	Iteration 11Q: 3 clusters Score -2367623 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2368004.250000 Penalty: 3227.592529
	Iteration 12Q: 3 clusters Score -2368004 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2368289.750000 Penalty: 3227.592529
	Iteration 13Q: 3 clusters Score -2368290 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2368481.000000 Penalty: 3227.592529
	Iteration 14Q: 3 clusters Score -2368481 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2368663.750000 Penalty: 3227.592529
	Iteration 15Q: 3 clusters Score -2368664 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2368841.000000 Penalty: 3227.592529
	Iteration 16Q: 3 clusters Score -2368841 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2369018.000000 Penalty: 3227.592529
	Iteration 17Q: 3 clusters Score -2369018 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2369193.750000 Penalty: 3227.592529
	Iteration 18Q: 3 clusters Score -2369194 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2369387.500000 Penalty: 3227.592529
	Iteration 19Q: 3 clusters Score -2369388 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2369568.750000 Penalty: 3227.592529
	Iteration 20F: 3 clusters Score -2369569 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2369756.500000 Penalty: 3227.592529
	Iteration 21Q: 3 clusters Score -2369756 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2369912.000000 Penalty: 3227.592529
	Iteration 22Q: 3 clusters Score -2369912 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2370076.500000 Penalty: 3227.592529
	Iteration 23Q: 3 clusters Score -2370076 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2370221.000000 Penalty: 3227.592529
	Iteration 24Q: 3 clusters Score -2370221 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2370350.000000 Penalty: 3227.592529
	Iteration 25Q: 3 clusters Score -2370350 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2370449.000000 Penalty: 3227.592529
	Iteration 26Q: 3 clusters Score -2370449 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2370528.250000 Penalty: 3227.592529
	Iteration 27Q: 3 clusters Score -2370528 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2370591.500000 Penalty: 3227.592529
	Iteration 28Q: 3 clusters Score -2370592 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -2370658.250000 Penalty: 3227.592529
	Iteration 29Q: 3 clusters Score -2370658 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -2370711.750000 Penalty: 3227.592529
	Iteration 30Q: 3 clusters Score -2370712 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -2370749.250000 Penalty: 3227.592529
	Iteration 31Q: 3 clusters Score -2370749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -2370792.000000 Penalty: 3227.592529
	Iteration 32Q: 3 clusters Score -2370792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -2370819.750000 Penalty: 3227.592529
	Iteration 33Q: 3 clusters Score -2370820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2370839.750000 Penalty: 3227.592529
	Iteration 34Q: 3 clusters Score -2370840 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2370855.500000 Penalty: 3227.592529
	Iteration 35Q: 3 clusters Score -2370856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -2370874.500000 Penalty: 3227.592529
	Iteration 36Q: 3 clusters Score -2370874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2370890.000000 Penalty: 3227.592529
	Iteration 37Q: 3 clusters Score -2370890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -2370907.250000 Penalty: 3227.592529
	Iteration 38Q: 3 clusters Score -2370907 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -2370922.750000 Penalty: 3227.592529
	Iteration 39Q: 3 clusters Score -2370923 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2370952.000000 Penalty: 3227.592529
	Iteration 40F: 3 clusters Score -2370952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -2370963.250000 Penalty: 3227.592529
	Iteration 41Q: 3 clusters Score -2370963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2370971.500000 Penalty: 3227.592529
	Iteration 42Q: 3 clusters Score -2370972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -2370992.000000 Penalty: 3227.592529
	Iteration 43Q: 3 clusters Score -2370992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2370997.500000 Penalty: 3227.592529
	Iteration 44Q: 3 clusters Score -2370998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -2371003.250000 Penalty: 3227.592529
	Iteration 45Q: 3 clusters Score -2371003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2371008.750000 Penalty: 3227.592529
	Iteration 46Q: 3 clusters Score -2371009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2371016.750000 Penalty: 3227.592529
	Iteration 47Q: 3 clusters Score -2371017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -2371015.250000 Penalty: 3227.592529
	Iteration 48Q: 3 clusters Score -2371015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2371023.250000 Penalty: 3227.592529
	Iteration 49Q: 3 clusters Score -2371023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2371023.250000 Penalty: 3227.592529
	Iteration 50Q: 3 clusters Score -2371023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2371024.500000 Penalty: 3227.592529
	Iteration 51Q: 3 clusters Score -2371024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2371026.000000 Penalty: 3227.592529
	Iteration 52Q: 3 clusters Score -2371026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2371024.750000 Penalty: 3227.592529
	Iteration 53Q: 3 clusters Score -2371025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2371024.750000 Penalty: 3227.592529
	Iteration 54Q: 3 clusters Score -2371025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2371024.750000 Penalty: 3227.592529
	Iteration 55F: 3 clusters Score -2371025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Entering Unmasked Estep 
Score: -488290.343750 Penalty: 1359.383911
	Iteration 0F: 2 clusters Score -488290.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -484734.218750 Penalty: 2718.767822
	Iteration 0F: 3 clusters Score -484734.2 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -485677.593750 Penalty: 2718.767822
	Iteration 1F: 3 clusters Score -485677.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -485815.062500 Penalty: 2718.767822
	Iteration 2F: 3 clusters Score -485815.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -485901.250000 Penalty: 2718.767822
	Iteration 3Q: 3 clusters Score -485901.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -485969.156250 Penalty: 2718.767822
	Iteration 4Q: 3 clusters Score -485969.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -486014.843750 Penalty: 2718.767822
	Iteration 5Q: 3 clusters Score -486014.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -486051.656250 Penalty: 2718.767822
	Iteration 6Q: 3 clusters Score -486051.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -486088.406250 Penalty: 2718.767822
	Iteration 7Q: 3 clusters Score -486088.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -486129.500000 Penalty: 2718.767822
	Iteration 8Q: 3 clusters Score -486129.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -486169.000000 Penalty: 2718.767822
	Iteration 9Q: 3 clusters Score -486169 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -486217.125000 Penalty: 2718.767822
	Iteration 10Q: 3 clusters Score -486217.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -486271.937500 Penalty: 2718.767822
	Iteration 11Q: 3 clusters Score -486271.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -486339.781250 Penalty: 2718.767822
	Iteration 12Q: 3 clusters Score -486339.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -486408.656250 Penalty: 2718.767822
	Iteration 13Q: 3 clusters Score -486408.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -486490.062500 Penalty: 2718.767822
	Iteration 14Q: 3 clusters Score -486490.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -486587.437500 Penalty: 2718.767822
	Iteration 15Q: 3 clusters Score -486587.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -486693.562500 Penalty: 2718.767822
	Iteration 16Q: 3 clusters Score -486693.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -486828.718750 Penalty: 2718.767822
	Iteration 17Q: 3 clusters Score -486828.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -486957.625000 Penalty: 2718.767822
	Iteration 18Q: 3 clusters Score -486957.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -487088.156250 Penalty: 2718.767822
	Iteration 19Q: 3 clusters Score -487088.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -487190.031250 Penalty: 2718.767822
	Iteration 20F: 3 clusters Score -487190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -487280.187500 Penalty: 2718.767822
	Iteration 21Q: 3 clusters Score -487280.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -487340.500000 Penalty: 2718.767822
	Iteration 22Q: 3 clusters Score -487340.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -487393.718750 Penalty: 2718.767822
	Iteration 23Q: 3 clusters Score -487393.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -487436.875000 Penalty: 2718.767822
	Iteration 24Q: 3 clusters Score -487436.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -487464.718750 Penalty: 2718.767822
	Iteration 25Q: 3 clusters Score -487464.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -487482.406250 Penalty: 2718.767822
	Iteration 26Q: 3 clusters Score -487482.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -487497.625000 Penalty: 2718.767822
	Iteration 27Q: 3 clusters Score -487497.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -487514.375000 Penalty: 2718.767822
	Iteration 28Q: 3 clusters Score -487514.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -487529.812500 Penalty: 2718.767822
	Iteration 29Q: 3 clusters Score -487529.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -487543.343750 Penalty: 2718.767822
	Iteration 30Q: 3 clusters Score -487543.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -487554.593750 Penalty: 2718.767822
	Iteration 31Q: 3 clusters Score -487554.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -487561.000000 Penalty: 2718.767822
	Iteration 32Q: 3 clusters Score -487561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -487568.906250 Penalty: 2718.767822
	Iteration 33Q: 3 clusters Score -487568.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -487575.437500 Penalty: 2718.767822
	Iteration 34Q: 3 clusters Score -487575.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -487580.531250 Penalty: 2718.767822
	Iteration 35Q: 3 clusters Score -487580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -487582.250000 Penalty: 2718.767822
	Iteration 36Q: 3 clusters Score -487582.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -487585.156250 Penalty: 2718.767822
	Iteration 37Q: 3 clusters Score -487585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -487587.750000 Penalty: 2718.767822
	Iteration 38Q: 3 clusters Score -487587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -487588.750000 Penalty: 2718.767822
	Iteration 39Q: 3 clusters Score -487588.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -487589.250000 Penalty: 2718.767822
	Iteration 40F: 3 clusters Score -487589.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -487590.031250 Penalty: 2718.767822
	Iteration 41Q: 3 clusters Score -487590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -487590.500000 Penalty: 2718.767822
	Iteration 42Q: 3 clusters Score -487590.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -487591.531250 Penalty: 2718.767822
	Iteration 43Q: 3 clusters Score -487591.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -487591.687500 Penalty: 2718.767822
	Iteration 44Q: 3 clusters Score -487591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -487592.218750 Penalty: 2718.767822
	Iteration 45Q: 3 clusters Score -487592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -487592.562500 Penalty: 2718.767822
	Iteration 46Q: 3 clusters Score -487592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -487592.968750 Penalty: 2718.767822
	Iteration 47Q: 3 clusters Score -487593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -487592.968750 Penalty: 2718.767822
	Iteration 48F: 3 clusters Score -487593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -51306.437500 Penalty: 1035.108887
	Iteration 0F: 2 clusters Score -51306.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -50248.312500 Penalty: 2070.217773
	Iteration 0F: 3 clusters Score -50248.31 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50608.996094 Penalty: 2070.217773
	Iteration 1F: 3 clusters Score -50609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50742.812500 Penalty: 2070.217773
	Iteration 2F: 3 clusters Score -50742.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -50813.613281 Penalty: 2070.217773
	Iteration 3Q: 3 clusters Score -50813.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -50915.382812 Penalty: 2070.217773
	Iteration 4Q: 3 clusters Score -50915.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -50995.839844 Penalty: 2070.217773
	Iteration 5Q: 3 clusters Score -50995.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51035.570312 Penalty: 2070.217773
	Iteration 6Q: 3 clusters Score -51035.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -51077.203125 Penalty: 2070.217773
	Iteration 7Q: 3 clusters Score -51077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51102.449219 Penalty: 2070.217773
	Iteration 8Q: 3 clusters Score -51102.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51112.832031 Penalty: 2070.217773
	Iteration 9Q: 3 clusters Score -51112.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51116.898438 Penalty: 2070.217773
	Iteration 10Q: 3 clusters Score -51116.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51123.136719 Penalty: 2070.217773
	Iteration 11Q: 3 clusters Score -51123.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -51133.523438 Penalty: 2070.217773
	Iteration 12Q: 3 clusters Score -51133.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51137.996094 Penalty: 2070.217773
	Iteration 13Q: 3 clusters Score -51138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51137.996094 Penalty: 2070.217773
	Iteration 14F: 3 clusters Score -51138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -171439.468750 Penalty: 1195.395508
	Iteration 0F: 2 clusters Score -171439.5 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 750 members 
Entering Unmasked Estep 
Score: -169626.718750 Penalty: 2390.791016
	Iteration 0F: 3 clusters Score -169626.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -170052.203125 Penalty: 2390.791016
	Iteration 1F: 3 clusters Score -170052.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -170287.312500 Penalty: 2390.791016
	Iteration 2F: 3 clusters Score -170287.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170475.562500 Penalty: 2390.791016
	Iteration 3F: 3 clusters Score -170475.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -170610.093750 Penalty: 2390.791016
	Iteration 4F: 3 clusters Score -170610.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -170712.125000 Penalty: 2390.791016
	Iteration 5Q: 3 clusters Score -170712.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -170825.484375 Penalty: 2390.791016
	Iteration 6Q: 3 clusters Score -170825.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -170897.859375 Penalty: 2390.791016
	Iteration 7Q: 3 clusters Score -170897.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -170958.828125 Penalty: 2390.791016
	Iteration 8Q: 3 clusters Score -170958.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -171010.593750 Penalty: 2390.791016
	Iteration 9Q: 3 clusters Score -171010.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -171065.312500 Penalty: 2390.791016
	Iteration 10Q: 3 clusters Score -171065.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -171096.609375 Penalty: 2390.791016
	Iteration 11Q: 3 clusters Score -171096.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -171135.203125 Penalty: 2390.791016
	Iteration 12Q: 3 clusters Score -171135.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171152.031250 Penalty: 2390.791016
	Iteration 13Q: 3 clusters Score -171152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -171168.718750 Penalty: 2390.791016
	Iteration 14Q: 3 clusters Score -171168.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -171177.796875 Penalty: 2390.791016
	Iteration 15Q: 3 clusters Score -171177.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -171180.796875 Penalty: 2390.791016
	Iteration 16Q: 3 clusters Score -171180.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -171182.718750 Penalty: 2390.791016
	Iteration 17Q: 3 clusters Score -171182.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171184.968750 Penalty: 2390.791016
	Iteration 18Q: 3 clusters Score -171185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171184.968750 Penalty: 2390.791016
	Iteration 19F: 3 clusters Score -171185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Entering Unmasked Estep 
Score: -568979.437500 Penalty: 1384.627808
	Iteration 0F: 2 clusters Score -568979.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -564998.750000 Penalty: 2769.255615
	Iteration 0F: 3 clusters Score -564998.8 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -566070.875000 Penalty: 2769.255615
	Iteration 1F: 3 clusters Score -566070.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -566264.187500 Penalty: 2769.255615
	Iteration 2F: 3 clusters Score -566264.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -566430.125000 Penalty: 2769.255615
	Iteration 3F: 3 clusters Score -566430.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -566592.437500 Penalty: 2769.255615
	Iteration 4Q: 3 clusters Score -566592.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -566767.125000 Penalty: 2769.255615
	Iteration 5Q: 3 clusters Score -566767.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -566978.812500 Penalty: 2769.255615
	Iteration 6Q: 3 clusters Score -566978.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -567167.437500 Penalty: 2769.255615
	Iteration 7Q: 3 clusters Score -567167.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -567356.625000 Penalty: 2769.255615
	Iteration 8Q: 3 clusters Score -567356.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -567515.875000 Penalty: 2769.255615
	Iteration 9Q: 3 clusters Score -567515.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -567660.312500 Penalty: 2769.255615
	Iteration 10Q: 3 clusters Score -567660.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -567759.000000 Penalty: 2769.255615
	Iteration 11Q: 3 clusters Score -567759 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -567829.875000 Penalty: 2769.255615
	Iteration 12Q: 3 clusters Score -567829.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -567871.562500 Penalty: 2769.255615
	Iteration 13Q: 3 clusters Score -567871.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -567904.937500 Penalty: 2769.255615
	Iteration 14Q: 3 clusters Score -567904.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -567929.062500 Penalty: 2769.255615
	Iteration 15Q: 3 clusters Score -567929.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -567947.625000 Penalty: 2769.255615
	Iteration 16Q: 3 clusters Score -567947.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -567960.312500 Penalty: 2769.255615
	Iteration 17Q: 3 clusters Score -567960.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -567966.562500 Penalty: 2769.255615
	Iteration 18Q: 3 clusters Score -567966.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -567970.437500 Penalty: 2769.255615
	Iteration 19Q: 3 clusters Score -567970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -567975.062500 Penalty: 2769.255615
	Iteration 20F: 3 clusters Score -567975.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -567979.437500 Penalty: 2769.255615
	Iteration 21Q: 3 clusters Score -567979.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -567985.562500 Penalty: 2769.255615
	Iteration 22Q: 3 clusters Score -567985.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -567988.062500 Penalty: 2769.255615
	Iteration 23Q: 3 clusters Score -567988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -567995.250000 Penalty: 2769.255615
	Iteration 24Q: 3 clusters Score -567995.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -568000.562500 Penalty: 2769.255615
	Iteration 25Q: 3 clusters Score -568000.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -568009.625000 Penalty: 2769.255615
	Iteration 26Q: 3 clusters Score -568009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -568017.125000 Penalty: 2769.255615
	Iteration 27Q: 3 clusters Score -568017.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -568021.812500 Penalty: 2769.255615
	Iteration 28Q: 3 clusters Score -568021.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -568025.250000 Penalty: 2769.255615
	Iteration 29Q: 3 clusters Score -568025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -568025.812500 Penalty: 2769.255615
	Iteration 30Q: 3 clusters Score -568025.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -568025.875000 Penalty: 2769.255615
	Iteration 31Q: 3 clusters Score -568025.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -568025.875000 Penalty: 2769.255615
	Iteration 32F: 3 clusters Score -568025.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -191807.421875 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -191807.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -189856.609375 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -189856.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -190293.296875 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -190293.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -190436.828125 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -190436.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190555.453125 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -190555.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -190655.078125 Penalty: 2427.266846
	Iteration 4F: 3 clusters Score -190655.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -190736.281250 Penalty: 2427.266846
	Iteration 5Q: 3 clusters Score -190736.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -190791.375000 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -190791.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -190855.484375 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -190855.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190911.703125 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -190911.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -190969.171875 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -190969.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -191023.171875 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -191023.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -191060.687500 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -191060.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -191093.250000 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -191093.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -191109.312500 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -191109.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -191122.687500 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -191122.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -191145.937500 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -191145.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -191156.843750 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -191156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -191165.234375 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -191165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -191172.437500 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -191172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -191177.796875 Penalty: 2427.266846
	Iteration 19Q: 3 clusters Score -191177.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -191180.000000 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -191180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Entering Unmasked Estep 
Score: -1594939.250000 Penalty: 1548.936401
	Iteration 0F: 2 clusters Score -1594939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1585418.375000 Penalty: 3097.872803
	Iteration 0F: 3 clusters Score -1585418 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1588562.500000 Penalty: 3097.872803
	Iteration 1F: 3 clusters Score -1588562 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1588838.625000 Penalty: 3097.872803
	Iteration 2F: 3 clusters Score -1588839 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1589111.375000 Penalty: 3097.872803
	Iteration 3Q: 3 clusters Score -1589111 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1589387.000000 Penalty: 3097.872803
	Iteration 4Q: 3 clusters Score -1589387 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1589714.500000 Penalty: 3097.872803
	Iteration 5Q: 3 clusters Score -1589714 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1590077.250000 Penalty: 3097.872803
	Iteration 6F: 3 clusters Score -1590077 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1590519.500000 Penalty: 3097.872803
	Iteration 7F: 3 clusters Score -1590520 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1591054.625000 Penalty: 3097.872803
	Iteration 8F: 3 clusters Score -1591055 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1591583.750000 Penalty: 3097.872803
	Iteration 9F: 3 clusters Score -1591584 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1592140.750000 Penalty: 3097.872803
	Iteration 10F: 3 clusters Score -1592141 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1592633.125000 Penalty: 3097.872803
	Iteration 11Q: 3 clusters Score -1592633 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1592981.125000 Penalty: 3097.872803
	Iteration 12Q: 3 clusters Score -1592981 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1593215.125000 Penalty: 3097.872803
	Iteration 13Q: 3 clusters Score -1593215 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1593354.750000 Penalty: 3097.872803
	Iteration 14Q: 3 clusters Score -1593355 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1593456.375000 Penalty: 3097.872803
	Iteration 15Q: 3 clusters Score -1593456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1593521.250000 Penalty: 3097.872803
	Iteration 16Q: 3 clusters Score -1593521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1593555.125000 Penalty: 3097.872803
	Iteration 17Q: 3 clusters Score -1593555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1593579.000000 Penalty: 3097.872803
	Iteration 18Q: 3 clusters Score -1593579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1593597.375000 Penalty: 3097.872803
	Iteration 19Q: 3 clusters Score -1593597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1593608.625000 Penalty: 3097.872803
	Iteration 20F: 3 clusters Score -1593609 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1593623.250000 Penalty: 3097.872803
	Iteration 21Q: 3 clusters Score -1593623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1593628.000000 Penalty: 3097.872803
	Iteration 22Q: 3 clusters Score -1593628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1593630.500000 Penalty: 3097.872803
	Iteration 23Q: 3 clusters Score -1593630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1593635.500000 Penalty: 3097.872803
	Iteration 24Q: 3 clusters Score -1593636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1593638.000000 Penalty: 3097.872803
	Iteration 25Q: 3 clusters Score -1593638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1593638.000000 Penalty: 3097.872803
	Iteration 26F: 3 clusters Score -1593638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -126273.546875 Penalty: 1137.702393
	Iteration 0F: 2 clusters Score -126273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124751.203125 Penalty: 2275.404785
	Iteration 0F: 3 clusters Score -124751.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -125004.226562 Penalty: 2275.404785
	Iteration 1F: 3 clusters Score -125004.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -125053.359375 Penalty: 2275.404785
	Iteration 2F: 3 clusters Score -125053.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -125085.046875 Penalty: 2275.404785
	Iteration 3Q: 3 clusters Score -125085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -125099.000000 Penalty: 2275.404785
	Iteration 4Q: 3 clusters Score -125099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125111.078125 Penalty: 2275.404785
	Iteration 5Q: 3 clusters Score -125111.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -125119.210938 Penalty: 2275.404785
	Iteration 6Q: 3 clusters Score -125119.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125127.507812 Penalty: 2275.404785
	Iteration 7Q: 3 clusters Score -125127.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -125135.914062 Penalty: 2275.404785
	Iteration 8Q: 3 clusters Score -125135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -125142.570312 Penalty: 2275.404785
	Iteration 9Q: 3 clusters Score -125142.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -125151.757812 Penalty: 2275.404785
	Iteration 10Q: 3 clusters Score -125151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125161.335938 Penalty: 2275.404785
	Iteration 11Q: 3 clusters Score -125161.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -125169.671875 Penalty: 2275.404785
	Iteration 12Q: 3 clusters Score -125169.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -125182.648438 Penalty: 2275.404785
	Iteration 13Q: 3 clusters Score -125182.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -125192.156250 Penalty: 2275.404785
	Iteration 14Q: 3 clusters Score -125192.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125202.187500 Penalty: 2275.404785
	Iteration 15Q: 3 clusters Score -125202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -125209.406250 Penalty: 2275.404785
	Iteration 16Q: 3 clusters Score -125209.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -125211.875000 Penalty: 2275.404785
	Iteration 17Q: 3 clusters Score -125211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -125213.132812 Penalty: 2275.404785
	Iteration 18Q: 3 clusters Score -125213.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -125213.890625 Penalty: 2275.404785
	Iteration 19Q: 3 clusters Score -125213.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125215.664062 Penalty: 2275.404785
	Iteration 20F: 3 clusters Score -125215.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125216.828125 Penalty: 2275.404785
	Iteration 21Q: 3 clusters Score -125216.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -125217.328125 Penalty: 2275.404785
	Iteration 22Q: 3 clusters Score -125217.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125218.312500 Penalty: 2275.404785
	Iteration 23Q: 3 clusters Score -125218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -125219.398438 Penalty: 2275.404785
	Iteration 24Q: 3 clusters Score -125219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125219.750000 Penalty: 2275.404785
	Iteration 25Q: 3 clusters Score -125219.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -125219.750000 Penalty: 2275.404785
	Iteration 26F: 3 clusters Score -125219.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Entering Unmasked Estep 
Score: -2057437.875000 Penalty: 1592.907349
	Iteration 0F: 2 clusters Score -2057438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2045150.125000 Penalty: 3185.814697
	Iteration 0F: 3 clusters Score -2045150 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2049509.750000 Penalty: 3185.814697
	Iteration 1F: 3 clusters Score -2049510 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2049881.000000 Penalty: 3185.814697
	Iteration 2F: 3 clusters Score -2049881 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2050326.750000 Penalty: 3185.814697
	Iteration 3Q: 3 clusters Score -2050327 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -2050831.250000 Penalty: 3185.814697
	Iteration 4F: 3 clusters Score -2050831 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -2051295.625000 Penalty: 3185.814697
	Iteration 5F: 3 clusters Score -2051296 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2051806.125000 Penalty: 3185.814697
	Iteration 6F: 3 clusters Score -2051806 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2052360.750000 Penalty: 3185.814697
	Iteration 7F: 3 clusters Score -2052361 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -2052937.000000 Penalty: 3185.814697
	Iteration 8F: 3 clusters Score -2052937 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2053436.875000 Penalty: 3185.814697
	Iteration 9Q: 3 clusters Score -2053437 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2053877.750000 Penalty: 3185.814697
	Iteration 10Q: 3 clusters Score -2053878 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2054222.500000 Penalty: 3185.814697
	Iteration 11Q: 3 clusters Score -2054222 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2054501.750000 Penalty: 3185.814697
	Iteration 12Q: 3 clusters Score -2054502 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2054735.375000 Penalty: 3185.814697
	Iteration 13Q: 3 clusters Score -2054735 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2054935.750000 Penalty: 3185.814697
	Iteration 14Q: 3 clusters Score -2054936 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2055123.875000 Penalty: 3185.814697
	Iteration 15Q: 3 clusters Score -2055124 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2055291.250000 Penalty: 3185.814697
	Iteration 16Q: 3 clusters Score -2055291 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2055443.125000 Penalty: 3185.814697
	Iteration 17Q: 3 clusters Score -2055443 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2055562.125000 Penalty: 3185.814697
	Iteration 18Q: 3 clusters Score -2055562 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2055672.250000 Penalty: 3185.814697
	Iteration 19Q: 3 clusters Score -2055672 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2055769.000000 Penalty: 3185.814697
	Iteration 20F: 3 clusters Score -2055769 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2055858.750000 Penalty: 3185.814697
	Iteration 21Q: 3 clusters Score -2055859 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 15258 members 
Entering Unmasked Estep 
Score: -2055944.875000 Penalty: 3185.814697
	Iteration 22Q: 3 clusters Score -2055945 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -2055997.125000 Penalty: 3185.814697
	Iteration 23Q: 3 clusters Score -2055997 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2056057.375000 Penalty: 3185.814697
	Iteration 24Q: 3 clusters Score -2056057 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2056110.875000 Penalty: 3185.814697
	Iteration 25Q: 3 clusters Score -2056111 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2056153.875000 Penalty: 3185.814697
	Iteration 26Q: 3 clusters Score -2056154 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -2056179.625000 Penalty: 3185.814697
	Iteration 27Q: 3 clusters Score -2056180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2056205.875000 Penalty: 3185.814697
	Iteration 28Q: 3 clusters Score -2056206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2056234.625000 Penalty: 3185.814697
	Iteration 29Q: 3 clusters Score -2056235 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2056261.125000 Penalty: 3185.814697
	Iteration 30Q: 3 clusters Score -2056261 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2056279.625000 Penalty: 3185.814697
	Iteration 31Q: 3 clusters Score -2056280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -2056306.250000 Penalty: 3185.814697
	Iteration 32Q: 3 clusters Score -2056306 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2056328.375000 Penalty: 3185.814697
	Iteration 33Q: 3 clusters Score -2056328 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -2056350.500000 Penalty: 3185.814697
	Iteration 34Q: 3 clusters Score -2056350 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2056375.375000 Penalty: 3185.814697
	Iteration 35Q: 3 clusters Score -2056375 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2056397.250000 Penalty: 3185.814697
	Iteration 36Q: 3 clusters Score -2056397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2056422.000000 Penalty: 3185.814697
	Iteration 37Q: 3 clusters Score -2056422 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2056434.875000 Penalty: 3185.814697
	Iteration 38Q: 3 clusters Score -2056435 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2056454.625000 Penalty: 3185.814697
	Iteration 39Q: 3 clusters Score -2056455 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2056462.875000 Penalty: 3185.814697
	Iteration 40F: 3 clusters Score -2056463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2056471.125000 Penalty: 3185.814697
	Iteration 41Q: 3 clusters Score -2056471 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2056474.000000 Penalty: 3185.814697
	Iteration 42Q: 3 clusters Score -2056474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2056481.625000 Penalty: 3185.814697
	Iteration 43Q: 3 clusters Score -2056482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2056479.500000 Penalty: 3185.814697
	Iteration 44Q: 3 clusters Score -2056480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2056481.250000 Penalty: 3185.814697
	Iteration 45Q: 3 clusters Score -2056481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2056486.375000 Penalty: 3185.814697
	Iteration 46Q: 3 clusters Score -2056486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2056489.250000 Penalty: 3185.814697
	Iteration 47Q: 3 clusters Score -2056489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2056488.250000 Penalty: 3185.814697
	Iteration 48Q: 3 clusters Score -2056488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2056487.375000 Penalty: 3185.814697
	Iteration 49Q: 3 clusters Score -2056487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -2056489.625000 Penalty: 3185.814697
	Iteration 50Q: 3 clusters Score -2056490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -2056490.875000 Penalty: 3185.814697
	Iteration 51Q: 3 clusters Score -2056491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2056490.375000 Penalty: 3185.814697
	Iteration 52Q: 3 clusters Score -2056490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2056490.375000 Penalty: 3185.814697
	Iteration 53F: 3 clusters Score -2056490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Entering Unmasked Estep 
Score: -964061.562500 Penalty: 1472.209351
	Iteration 0F: 2 clusters Score -964061.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -957748.062500 Penalty: 2944.418701
	Iteration 0F: 3 clusters Score -957748.1 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -959817.875000 Penalty: 2944.418701
	Iteration 1F: 3 clusters Score -959817.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -960191.312500 Penalty: 2944.418701
	Iteration 2F: 3 clusters Score -960191.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -960631.437500 Penalty: 2944.418701
	Iteration 3F: 3 clusters Score -960631.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -961150.062500 Penalty: 2944.418701
	Iteration 4F: 3 clusters Score -961150.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -961667.687500 Penalty: 2944.418701
	Iteration 5F: 3 clusters Score -961667.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -962137.000000 Penalty: 2944.418701
	Iteration 6F: 3 clusters Score -962137 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -962529.625000 Penalty: 2944.418701
	Iteration 7F: 3 clusters Score -962529.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -962852.562500 Penalty: 2944.418701
	Iteration 8Q: 3 clusters Score -962852.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -963094.312500 Penalty: 2944.418701
	Iteration 9Q: 3 clusters Score -963094.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -963277.500000 Penalty: 2944.418701
	Iteration 10Q: 3 clusters Score -963277.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -963510.062500 Penalty: 2944.418701
	Iteration 11Q: 3 clusters Score -963510.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -963774.437500 Penalty: 2944.418701
	Iteration 12Q: 3 clusters Score -963774.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -963925.437500 Penalty: 2944.418701
	Iteration 13Q: 3 clusters Score -963925.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -964003.875000 Penalty: 2944.418701
	Iteration 14Q: 3 clusters Score -964003.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -964039.312500 Penalty: 2944.418701
	Iteration 15Q: 3 clusters Score -964039.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -964061.625000 Penalty: 2944.418701
	Iteration 16Q: 3 clusters Score -964061.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -964077.187500 Penalty: 2944.418701
	Iteration 17Q: 3 clusters Score -964077.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -964094.375000 Penalty: 2944.418701
	Iteration 18Q: 3 clusters Score -964094.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -964114.750000 Penalty: 2944.418701
	Iteration 19Q: 3 clusters Score -964114.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -964142.812500 Penalty: 2944.418701
	Iteration 20F: 3 clusters Score -964142.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -964181.750000 Penalty: 2944.418701
	Iteration 21Q: 3 clusters Score -964181.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -964219.750000 Penalty: 2944.418701
	Iteration 22Q: 3 clusters Score -964219.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -964251.500000 Penalty: 2944.418701
	Iteration 23Q: 3 clusters Score -964251.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -964278.750000 Penalty: 2944.418701
	Iteration 24Q: 3 clusters Score -964278.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -964303.125000 Penalty: 2944.418701
	Iteration 25Q: 3 clusters Score -964303.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -964315.500000 Penalty: 2944.418701
	Iteration 26Q: 3 clusters Score -964315.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -964324.375000 Penalty: 2944.418701
	Iteration 27Q: 3 clusters Score -964324.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -964330.125000 Penalty: 2944.418701
	Iteration 28Q: 3 clusters Score -964330.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -964338.500000 Penalty: 2944.418701
	Iteration 29Q: 3 clusters Score -964338.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -964347.625000 Penalty: 2944.418701
	Iteration 30Q: 3 clusters Score -964347.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -964367.812500 Penalty: 2944.418701
	Iteration 31Q: 3 clusters Score -964367.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -964386.000000 Penalty: 2944.418701
	Iteration 32Q: 3 clusters Score -964386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -964401.750000 Penalty: 2944.418701
	Iteration 33Q: 3 clusters Score -964401.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -964415.875000 Penalty: 2944.418701
	Iteration 34Q: 3 clusters Score -964415.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -964432.875000 Penalty: 2944.418701
	Iteration 35Q: 3 clusters Score -964432.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -964446.875000 Penalty: 2944.418701
	Iteration 36Q: 3 clusters Score -964446.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -964463.437500 Penalty: 2944.418701
	Iteration 37Q: 3 clusters Score -964463.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -964480.000000 Penalty: 2944.418701
	Iteration 38Q: 3 clusters Score -964480 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -964497.687500 Penalty: 2944.418701
	Iteration 39Q: 3 clusters Score -964497.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -964508.437500 Penalty: 2944.418701
	Iteration 40F: 3 clusters Score -964508.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -964517.500000 Penalty: 2944.418701
	Iteration 41Q: 3 clusters Score -964517.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -964524.562500 Penalty: 2944.418701
	Iteration 42Q: 3 clusters Score -964524.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -964529.125000 Penalty: 2944.418701
	Iteration 43Q: 3 clusters Score -964529.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -964541.125000 Penalty: 2944.418701
	Iteration 44Q: 3 clusters Score -964541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -964547.375000 Penalty: 2944.418701
	Iteration 45Q: 3 clusters Score -964547.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -964550.375000 Penalty: 2944.418701
	Iteration 46Q: 3 clusters Score -964550.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -964557.625000 Penalty: 2944.418701
	Iteration 47Q: 3 clusters Score -964557.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -964562.625000 Penalty: 2944.418701
	Iteration 48Q: 3 clusters Score -964562.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -964569.125000 Penalty: 2944.418701
	Iteration 49Q: 3 clusters Score -964569.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -964577.812500 Penalty: 2944.418701
	Iteration 50Q: 3 clusters Score -964577.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -964590.812500 Penalty: 2944.418701
	Iteration 51Q: 3 clusters Score -964590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -964600.875000 Penalty: 2944.418701
	Iteration 52Q: 3 clusters Score -964600.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -964609.437500 Penalty: 2944.418701
	Iteration 53Q: 3 clusters Score -964609.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -964623.937500 Penalty: 2944.418701
	Iteration 54Q: 3 clusters Score -964623.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -964637.375000 Penalty: 2944.418701
	Iteration 55Q: 3 clusters Score -964637.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -964649.375000 Penalty: 2944.418701
	Iteration 56Q: 3 clusters Score -964649.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -964660.375000 Penalty: 2944.418701
	Iteration 57Q: 3 clusters Score -964660.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -964667.437500 Penalty: 2944.418701
	Iteration 58Q: 3 clusters Score -964667.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -964673.625000 Penalty: 2944.418701
	Iteration 59Q: 3 clusters Score -964673.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -964673.125000 Penalty: 2944.418701
	Iteration 60F: 3 clusters Score -964673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -964676.000000 Penalty: 2944.418701
	Iteration 61Q: 3 clusters Score -964676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -964677.750000 Penalty: 2944.418701
	Iteration 62Q: 3 clusters Score -964677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -964677.625000 Penalty: 2944.418701
	Iteration 63Q: 3 clusters Score -964677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -964677.625000 Penalty: 2944.418701
	Iteration 64F: 3 clusters Score -964677.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 87133 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6171 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29938 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Mstep: Class 50 contains 6718 members 
Entering Unmasked Estep 
Score: -40147436.000000 Penalty: 103987.085938
Splitting cluster 16 changes total score from -40147396.000000 to -40147436.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 17 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -66949.906250 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -66949.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -65740.742188 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -65740.74 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -65945.015625 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -65945.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -66024.921875 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -66024.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -66058.070312 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -66058.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66067.015625 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -66067.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66075.468750 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -66075.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66092.718750 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -66092.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -66105.640625 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -66105.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -66113.929688 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -66113.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66121.164062 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -66121.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66123.773438 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -66123.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -66123.773438 Penalty: 2123.481201
	Iteration 11F: 3 clusters Score -66123.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Entering Unmasked Estep 
Score: -456690.343750 Penalty: 1352.546997
	Iteration 0F: 2 clusters Score -456690.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -453299.156250 Penalty: 2705.093994
	Iteration 0F: 3 clusters Score -453299.2 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -454192.343750 Penalty: 2705.093994
	Iteration 1F: 3 clusters Score -454192.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -454372.062500 Penalty: 2705.093994
	Iteration 2F: 3 clusters Score -454372.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -454508.656250 Penalty: 2705.093994
	Iteration 3F: 3 clusters Score -454508.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -454602.187500 Penalty: 2705.093994
	Iteration 4Q: 3 clusters Score -454602.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -454695.531250 Penalty: 2705.093994
	Iteration 5Q: 3 clusters Score -454695.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -454793.718750 Penalty: 2705.093994
	Iteration 6Q: 3 clusters Score -454793.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -454896.750000 Penalty: 2705.093994
	Iteration 7Q: 3 clusters Score -454896.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -454993.250000 Penalty: 2705.093994
	Iteration 8Q: 3 clusters Score -454993.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -455086.562500 Penalty: 2705.093994
	Iteration 9Q: 3 clusters Score -455086.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -455161.437500 Penalty: 2705.093994
	Iteration 10Q: 3 clusters Score -455161.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -455222.250000 Penalty: 2705.093994
	Iteration 11Q: 3 clusters Score -455222.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -455278.343750 Penalty: 2705.093994
	Iteration 12Q: 3 clusters Score -455278.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -455333.031250 Penalty: 2705.093994
	Iteration 13Q: 3 clusters Score -455333 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -455375.656250 Penalty: 2705.093994
	Iteration 14Q: 3 clusters Score -455375.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -455412.656250 Penalty: 2705.093994
	Iteration 15Q: 3 clusters Score -455412.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -455448.406250 Penalty: 2705.093994
	Iteration 16Q: 3 clusters Score -455448.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -455483.343750 Penalty: 2705.093994
	Iteration 17Q: 3 clusters Score -455483.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -455511.093750 Penalty: 2705.093994
	Iteration 18Q: 3 clusters Score -455511.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -455533.593750 Penalty: 2705.093994
	Iteration 19Q: 3 clusters Score -455533.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -455555.593750 Penalty: 2705.093994
	Iteration 20F: 3 clusters Score -455555.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -455569.500000 Penalty: 2705.093994
	Iteration 21Q: 3 clusters Score -455569.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -455581.468750 Penalty: 2705.093994
	Iteration 22Q: 3 clusters Score -455581.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -455593.812500 Penalty: 2705.093994
	Iteration 23Q: 3 clusters Score -455593.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -455606.750000 Penalty: 2705.093994
	Iteration 24Q: 3 clusters Score -455606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -455619.093750 Penalty: 2705.093994
	Iteration 25Q: 3 clusters Score -455619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -455631.968750 Penalty: 2705.093994
	Iteration 26Q: 3 clusters Score -455632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -455640.250000 Penalty: 2705.093994
	Iteration 27Q: 3 clusters Score -455640.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -455646.406250 Penalty: 2705.093994
	Iteration 28Q: 3 clusters Score -455646.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -455656.062500 Penalty: 2705.093994
	Iteration 29Q: 3 clusters Score -455656.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -455664.406250 Penalty: 2705.093994
	Iteration 30Q: 3 clusters Score -455664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -455670.031250 Penalty: 2705.093994
	Iteration 31Q: 3 clusters Score -455670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -455673.687500 Penalty: 2705.093994
	Iteration 32Q: 3 clusters Score -455673.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -455674.187500 Penalty: 2705.093994
	Iteration 33Q: 3 clusters Score -455674.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -455677.062500 Penalty: 2705.093994
	Iteration 34Q: 3 clusters Score -455677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -455680.281250 Penalty: 2705.093994
	Iteration 35Q: 3 clusters Score -455680.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -455683.093750 Penalty: 2705.093994
	Iteration 36Q: 3 clusters Score -455683.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -455686.968750 Penalty: 2705.093994
	Iteration 37Q: 3 clusters Score -455687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -455692.750000 Penalty: 2705.093994
	Iteration 38Q: 3 clusters Score -455692.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -455697.312500 Penalty: 2705.093994
	Iteration 39Q: 3 clusters Score -455697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -455697.781250 Penalty: 2705.093994
	Iteration 40F: 3 clusters Score -455697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -455698.875000 Penalty: 2705.093994
	Iteration 41Q: 3 clusters Score -455698.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -455700.187500 Penalty: 2705.093994
	Iteration 42Q: 3 clusters Score -455700.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -455700.531250 Penalty: 2705.093994
	Iteration 43Q: 3 clusters Score -455700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -455700.968750 Penalty: 2705.093994
	Iteration 44Q: 3 clusters Score -455701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -455700.968750 Penalty: 2705.093994
	Iteration 45F: 3 clusters Score -455701 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Entering Unmasked Estep 
Score: -699030.375000 Penalty: 1415.903564
	Iteration 0F: 2 clusters Score -699030.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -694329.312500 Penalty: 2831.807129
	Iteration 0F: 3 clusters Score -694329.3 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -695648.812500 Penalty: 2831.807129
	Iteration 1F: 3 clusters Score -695648.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -695814.562500 Penalty: 2831.807129
	Iteration 2F: 3 clusters Score -695814.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -695915.500000 Penalty: 2831.807129
	Iteration 3Q: 3 clusters Score -695915.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -695994.375000 Penalty: 2831.807129
	Iteration 4Q: 3 clusters Score -695994.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -696064.000000 Penalty: 2831.807129
	Iteration 5Q: 3 clusters Score -696064 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -696143.750000 Penalty: 2831.807129
	Iteration 6Q: 3 clusters Score -696143.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -696216.750000 Penalty: 2831.807129
	Iteration 7Q: 3 clusters Score -696216.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -696266.187500 Penalty: 2831.807129
	Iteration 8Q: 3 clusters Score -696266.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -696315.000000 Penalty: 2831.807129
	Iteration 9Q: 3 clusters Score -696315 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -696365.187500 Penalty: 2831.807129
	Iteration 10Q: 3 clusters Score -696365.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -696414.437500 Penalty: 2831.807129
	Iteration 11Q: 3 clusters Score -696414.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -696477.000000 Penalty: 2831.807129
	Iteration 12Q: 3 clusters Score -696477 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -696544.000000 Penalty: 2831.807129
	Iteration 13Q: 3 clusters Score -696544 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -696627.625000 Penalty: 2831.807129
	Iteration 14Q: 3 clusters Score -696627.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -696721.062500 Penalty: 2831.807129
	Iteration 15Q: 3 clusters Score -696721.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -696839.250000 Penalty: 2831.807129
	Iteration 16Q: 3 clusters Score -696839.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -696977.250000 Penalty: 2831.807129
	Iteration 17Q: 3 clusters Score -696977.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -697119.812500 Penalty: 2831.807129
	Iteration 18Q: 3 clusters Score -697119.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -697255.125000 Penalty: 2831.807129
	Iteration 19Q: 3 clusters Score -697255.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -697374.875000 Penalty: 2831.807129
	Iteration 20F: 3 clusters Score -697374.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -697484.562500 Penalty: 2831.807129
	Iteration 21Q: 3 clusters Score -697484.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -697555.312500 Penalty: 2831.807129
	Iteration 22Q: 3 clusters Score -697555.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -697600.312500 Penalty: 2831.807129
	Iteration 23Q: 3 clusters Score -697600.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -697649.875000 Penalty: 2831.807129
	Iteration 24Q: 3 clusters Score -697649.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -697693.625000 Penalty: 2831.807129
	Iteration 25Q: 3 clusters Score -697693.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -697723.500000 Penalty: 2831.807129
	Iteration 26Q: 3 clusters Score -697723.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -697755.375000 Penalty: 2831.807129
	Iteration 27Q: 3 clusters Score -697755.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -697776.875000 Penalty: 2831.807129
	Iteration 28Q: 3 clusters Score -697776.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -697797.562500 Penalty: 2831.807129
	Iteration 29Q: 3 clusters Score -697797.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -697806.187500 Penalty: 2831.807129
	Iteration 30Q: 3 clusters Score -697806.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -697811.000000 Penalty: 2831.807129
	Iteration 31Q: 3 clusters Score -697811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -697814.750000 Penalty: 2831.807129
	Iteration 32Q: 3 clusters Score -697814.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -697818.375000 Penalty: 2831.807129
	Iteration 33Q: 3 clusters Score -697818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -697822.125000 Penalty: 2831.807129
	Iteration 34Q: 3 clusters Score -697822.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -697824.687500 Penalty: 2831.807129
	Iteration 35Q: 3 clusters Score -697824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -697826.937500 Penalty: 2831.807129
	Iteration 36Q: 3 clusters Score -697826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -697830.000000 Penalty: 2831.807129
	Iteration 37Q: 3 clusters Score -697830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -697831.125000 Penalty: 2831.807129
	Iteration 38Q: 3 clusters Score -697831.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -697830.875000 Penalty: 2831.807129
	Iteration 39Q: 3 clusters Score -697830.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -697830.875000 Penalty: 2831.807129
	Iteration 40F: 3 clusters Score -697830.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -104133.531250 Penalty: 1117.225220
	Iteration 0F: 2 clusters Score -104133.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -102702.968750 Penalty: 2234.450439
	Iteration 0F: 3 clusters Score -102703 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103009.234375 Penalty: 2234.450439
	Iteration 1F: 3 clusters Score -103009.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -103098.062500 Penalty: 2234.450439
	Iteration 2F: 3 clusters Score -103098.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103141.375000 Penalty: 2234.450439
	Iteration 3Q: 3 clusters Score -103141.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -103169.312500 Penalty: 2234.450439
	Iteration 4Q: 3 clusters Score -103169.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103202.390625 Penalty: 2234.450439
	Iteration 5Q: 3 clusters Score -103202.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103237.132812 Penalty: 2234.450439
	Iteration 6Q: 3 clusters Score -103237.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -103280.484375 Penalty: 2234.450439
	Iteration 7Q: 3 clusters Score -103280.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -103317.609375 Penalty: 2234.450439
	Iteration 8Q: 3 clusters Score -103317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103375.179688 Penalty: 2234.450439
	Iteration 9Q: 3 clusters Score -103375.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -103437.367188 Penalty: 2234.450439
	Iteration 10Q: 3 clusters Score -103437.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -103508.960938 Penalty: 2234.450439
	Iteration 11Q: 3 clusters Score -103509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103601.125000 Penalty: 2234.450439
	Iteration 12Q: 3 clusters Score -103601.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -103683.382812 Penalty: 2234.450439
	Iteration 13Q: 3 clusters Score -103683.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103718.195312 Penalty: 2234.450439
	Iteration 14Q: 3 clusters Score -103718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -103735.835938 Penalty: 2234.450439
	Iteration 15Q: 3 clusters Score -103735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103743.929688 Penalty: 2234.450439
	Iteration 16Q: 3 clusters Score -103743.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -103753.414062 Penalty: 2234.450439
	Iteration 17Q: 3 clusters Score -103753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103755.359375 Penalty: 2234.450439
	Iteration 18Q: 3 clusters Score -103755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -103755.359375 Penalty: 2234.450439
	Iteration 19F: 3 clusters Score -103755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Entering Unmasked Estep 
Score: -504402.250000 Penalty: 1361.077271
	Iteration 0F: 2 clusters Score -504402.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -500875.250000 Penalty: 2722.154541
	Iteration 0F: 3 clusters Score -500875.2 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -501755.656250 Penalty: 2722.154541
	Iteration 1F: 3 clusters Score -501755.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -501912.062500 Penalty: 2722.154541
	Iteration 2F: 3 clusters Score -501912.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -502034.812500 Penalty: 2722.154541
	Iteration 3Q: 3 clusters Score -502034.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -502130.718750 Penalty: 2722.154541
	Iteration 4Q: 3 clusters Score -502130.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -502207.062500 Penalty: 2722.154541
	Iteration 5Q: 3 clusters Score -502207.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -502278.125000 Penalty: 2722.154541
	Iteration 6Q: 3 clusters Score -502278.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -502353.875000 Penalty: 2722.154541
	Iteration 7Q: 3 clusters Score -502353.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -502430.156250 Penalty: 2722.154541
	Iteration 8Q: 3 clusters Score -502430.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -502512.750000 Penalty: 2722.154541
	Iteration 9Q: 3 clusters Score -502512.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -502605.843750 Penalty: 2722.154541
	Iteration 10Q: 3 clusters Score -502605.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -502692.031250 Penalty: 2722.154541
	Iteration 11Q: 3 clusters Score -502692 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -502783.312500 Penalty: 2722.154541
	Iteration 12Q: 3 clusters Score -502783.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -502866.500000 Penalty: 2722.154541
	Iteration 13Q: 3 clusters Score -502866.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -502936.531250 Penalty: 2722.154541
	Iteration 14Q: 3 clusters Score -502936.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -503000.406250 Penalty: 2722.154541
	Iteration 15Q: 3 clusters Score -503000.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -503067.125000 Penalty: 2722.154541
	Iteration 16Q: 3 clusters Score -503067.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -503115.593750 Penalty: 2722.154541
	Iteration 17Q: 3 clusters Score -503115.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -503141.468750 Penalty: 2722.154541
	Iteration 18Q: 3 clusters Score -503141.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -503163.343750 Penalty: 2722.154541
	Iteration 19Q: 3 clusters Score -503163.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -503187.125000 Penalty: 2722.154541
	Iteration 20F: 3 clusters Score -503187.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -503207.625000 Penalty: 2722.154541
	Iteration 21Q: 3 clusters Score -503207.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -503222.406250 Penalty: 2722.154541
	Iteration 22Q: 3 clusters Score -503222.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -503230.062500 Penalty: 2722.154541
	Iteration 23Q: 3 clusters Score -503230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -503231.718750 Penalty: 2722.154541
	Iteration 24Q: 3 clusters Score -503231.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -503232.968750 Penalty: 2722.154541
	Iteration 25Q: 3 clusters Score -503233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -503235.656250 Penalty: 2722.154541
	Iteration 26Q: 3 clusters Score -503235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -503238.343750 Penalty: 2722.154541
	Iteration 27Q: 3 clusters Score -503238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -503239.281250 Penalty: 2722.154541
	Iteration 28Q: 3 clusters Score -503239.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -503239.281250 Penalty: 2722.154541
	Iteration 29F: 3 clusters Score -503239.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Entering Unmasked Estep 
Score: -514895.812500 Penalty: 1368.217651
	Iteration 0F: 2 clusters Score -514895.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -511164.031250 Penalty: 2736.435303
	Iteration 0F: 3 clusters Score -511164 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -512210.406250 Penalty: 2736.435303
	Iteration 1F: 3 clusters Score -512210.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -512385.500000 Penalty: 2736.435303
	Iteration 2F: 3 clusters Score -512385.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -512528.125000 Penalty: 2736.435303
	Iteration 3F: 3 clusters Score -512528.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -512648.156250 Penalty: 2736.435303
	Iteration 4Q: 3 clusters Score -512648.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -512740.281250 Penalty: 2736.435303
	Iteration 5Q: 3 clusters Score -512740.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -512835.687500 Penalty: 2736.435303
	Iteration 6Q: 3 clusters Score -512835.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -512930.562500 Penalty: 2736.435303
	Iteration 7Q: 3 clusters Score -512930.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -513039.281250 Penalty: 2736.435303
	Iteration 8Q: 3 clusters Score -513039.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -513146.406250 Penalty: 2736.435303
	Iteration 9Q: 3 clusters Score -513146.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -513233.218750 Penalty: 2736.435303
	Iteration 10Q: 3 clusters Score -513233.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -513309.875000 Penalty: 2736.435303
	Iteration 11Q: 3 clusters Score -513309.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -513394.312500 Penalty: 2736.435303
	Iteration 12Q: 3 clusters Score -513394.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -513472.468750 Penalty: 2736.435303
	Iteration 13Q: 3 clusters Score -513472.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -513518.406250 Penalty: 2736.435303
	Iteration 14Q: 3 clusters Score -513518.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -513559.812500 Penalty: 2736.435303
	Iteration 15Q: 3 clusters Score -513559.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -513589.000000 Penalty: 2736.435303
	Iteration 16Q: 3 clusters Score -513589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -513609.406250 Penalty: 2736.435303
	Iteration 17Q: 3 clusters Score -513609.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -513622.250000 Penalty: 2736.435303
	Iteration 18Q: 3 clusters Score -513622.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -513626.812500 Penalty: 2736.435303
	Iteration 19Q: 3 clusters Score -513626.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -513631.312500 Penalty: 2736.435303
	Iteration 20F: 3 clusters Score -513631.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -513634.531250 Penalty: 2736.435303
	Iteration 21Q: 3 clusters Score -513634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -513635.968750 Penalty: 2736.435303
	Iteration 22Q: 3 clusters Score -513636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -513635.968750 Penalty: 2736.435303
	Iteration 23F: 3 clusters Score -513636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Entering Unmasked Estep 
Score: -746209.687500 Penalty: 1423.037598
	Iteration 0F: 2 clusters Score -746209.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -741302.937500 Penalty: 2846.075195
	Iteration 0F: 3 clusters Score -741302.9 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -742785.687500 Penalty: 2846.075195
	Iteration 1F: 3 clusters Score -742785.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -743000.750000 Penalty: 2846.075195
	Iteration 2F: 3 clusters Score -743000.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -743200.625000 Penalty: 2846.075195
	Iteration 3F: 3 clusters Score -743200.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -743406.937500 Penalty: 2846.075195
	Iteration 4F: 3 clusters Score -743406.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -743610.687500 Penalty: 2846.075195
	Iteration 5Q: 3 clusters Score -743610.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -743832.812500 Penalty: 2846.075195
	Iteration 6Q: 3 clusters Score -743832.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -744062.562500 Penalty: 2846.075195
	Iteration 7Q: 3 clusters Score -744062.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -744270.625000 Penalty: 2846.075195
	Iteration 8Q: 3 clusters Score -744270.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -744448.062500 Penalty: 2846.075195
	Iteration 9Q: 3 clusters Score -744448.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -744574.250000 Penalty: 2846.075195
	Iteration 10Q: 3 clusters Score -744574.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -744680.187500 Penalty: 2846.075195
	Iteration 11Q: 3 clusters Score -744680.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -744771.500000 Penalty: 2846.075195
	Iteration 12Q: 3 clusters Score -744771.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -744847.750000 Penalty: 2846.075195
	Iteration 13Q: 3 clusters Score -744847.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -744907.125000 Penalty: 2846.075195
	Iteration 14Q: 3 clusters Score -744907.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -744938.875000 Penalty: 2846.075195
	Iteration 15Q: 3 clusters Score -744938.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -744959.500000 Penalty: 2846.075195
	Iteration 16Q: 3 clusters Score -744959.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -744985.812500 Penalty: 2846.075195
	Iteration 17Q: 3 clusters Score -744985.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -745003.125000 Penalty: 2846.075195
	Iteration 18Q: 3 clusters Score -745003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -745012.062500 Penalty: 2846.075195
	Iteration 19Q: 3 clusters Score -745012.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -745018.000000 Penalty: 2846.075195
	Iteration 20F: 3 clusters Score -745018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -745027.375000 Penalty: 2846.075195
	Iteration 21Q: 3 clusters Score -745027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -745033.875000 Penalty: 2846.075195
	Iteration 22Q: 3 clusters Score -745033.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -745039.187500 Penalty: 2846.075195
	Iteration 23Q: 3 clusters Score -745039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -745042.062500 Penalty: 2846.075195
	Iteration 24Q: 3 clusters Score -745042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -745047.687500 Penalty: 2846.075195
	Iteration 25Q: 3 clusters Score -745047.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -745051.187500 Penalty: 2846.075195
	Iteration 26Q: 3 clusters Score -745051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -745052.875000 Penalty: 2846.075195
	Iteration 27Q: 3 clusters Score -745052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -745053.937500 Penalty: 2846.075195
	Iteration 28Q: 3 clusters Score -745053.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -745053.937500 Penalty: 2846.075195
	Iteration 29F: 3 clusters Score -745053.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -225304.000000 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -225304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223191.296875 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -223191.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -223655.515625 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -223655.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -223774.906250 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -223774.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -223846.062500 Penalty: 2472.560303
	Iteration 3Q: 3 clusters Score -223846.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -223887.390625 Penalty: 2472.560303
	Iteration 4Q: 3 clusters Score -223887.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -223919.578125 Penalty: 2472.560303
	Iteration 5Q: 3 clusters Score -223919.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -223947.343750 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -223947.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -223964.937500 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -223964.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -223983.281250 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -223983.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223997.843750 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -223997.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -224020.156250 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -224020.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -224036.546875 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -224036.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -224051.359375 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -224051.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224073.046875 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -224073 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -224098.156250 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -224098.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -224134.281250 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -224134.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224166.359375 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -224166.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -224195.562500 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -224195.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -224242.500000 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -224242.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -224318.718750 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -224318.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -224389.187500 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -224389.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224467.031250 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -224467 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -224547.437500 Penalty: 2472.560303
	Iteration 22Q: 3 clusters Score -224547.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -224597.546875 Penalty: 2472.560303
	Iteration 23Q: 3 clusters Score -224597.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -224637.718750 Penalty: 2472.560303
	Iteration 24Q: 3 clusters Score -224637.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -224669.015625 Penalty: 2472.560303
	Iteration 25Q: 3 clusters Score -224669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -224690.031250 Penalty: 2472.560303
	Iteration 26Q: 3 clusters Score -224690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224704.531250 Penalty: 2472.560303
	Iteration 27Q: 3 clusters Score -224704.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224712.796875 Penalty: 2472.560303
	Iteration 28Q: 3 clusters Score -224712.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -224717.687500 Penalty: 2472.560303
	Iteration 29Q: 3 clusters Score -224717.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -224722.562500 Penalty: 2472.560303
	Iteration 30Q: 3 clusters Score -224722.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -224726.906250 Penalty: 2472.560303
	Iteration 31Q: 3 clusters Score -224726.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -224728.031250 Penalty: 2472.560303
	Iteration 32Q: 3 clusters Score -224728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -224728.921875 Penalty: 2472.560303
	Iteration 33Q: 3 clusters Score -224728.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -224729.875000 Penalty: 2472.560303
	Iteration 34Q: 3 clusters Score -224729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -224731.968750 Penalty: 2472.560303
	Iteration 35Q: 3 clusters Score -224732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -224733.812500 Penalty: 2472.560303
	Iteration 36Q: 3 clusters Score -224733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -224734.953125 Penalty: 2472.560303
	Iteration 37Q: 3 clusters Score -224735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224737.125000 Penalty: 2472.560303
	Iteration 38Q: 3 clusters Score -224737.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224738.718750 Penalty: 2472.560303
	Iteration 39Q: 3 clusters Score -224738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -224740.281250 Penalty: 2472.560303
	Iteration 40F: 3 clusters Score -224740.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Entering Unmasked Estep 
Score: -1890784.375000 Penalty: 1578.184326
	Iteration 0F: 2 clusters Score -1890784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1879430.125000 Penalty: 3156.368652
	Iteration 0F: 3 clusters Score -1879430 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1883663.500000 Penalty: 3156.368652
	Iteration 1F: 3 clusters Score -1883664 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1884215.625000 Penalty: 3156.368652
	Iteration 2F: 3 clusters Score -1884216 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1884847.625000 Penalty: 3156.368652
	Iteration 3F: 3 clusters Score -1884848 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1885458.125000 Penalty: 3156.368652
	Iteration 4F: 3 clusters Score -1885458 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1886084.875000 Penalty: 3156.368652
	Iteration 5F: 3 clusters Score -1886085 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -1886719.375000 Penalty: 3156.368652
	Iteration 6F: 3 clusters Score -1886719 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -1887341.750000 Penalty: 3156.368652
	Iteration 7F: 3 clusters Score -1887342 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1888001.375000 Penalty: 3156.368652
	Iteration 8F: 3 clusters Score -1888001 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1888522.000000 Penalty: 3156.368652
	Iteration 9Q: 3 clusters Score -1888522 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1888850.125000 Penalty: 3156.368652
	Iteration 10Q: 3 clusters Score -1888850 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1889120.625000 Penalty: 3156.368652
	Iteration 11Q: 3 clusters Score -1889121 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -1889313.000000 Penalty: 3156.368652
	Iteration 12Q: 3 clusters Score -1889313 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -1889470.000000 Penalty: 3156.368652
	Iteration 13Q: 3 clusters Score -1889470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1889588.875000 Penalty: 3156.368652
	Iteration 14Q: 3 clusters Score -1889589 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1889681.375000 Penalty: 3156.368652
	Iteration 15Q: 3 clusters Score -1889681 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1889747.375000 Penalty: 3156.368652
	Iteration 16Q: 3 clusters Score -1889747 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1889787.375000 Penalty: 3156.368652
	Iteration 17Q: 3 clusters Score -1889787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1889831.375000 Penalty: 3156.368652
	Iteration 18Q: 3 clusters Score -1889831 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1889857.500000 Penalty: 3156.368652
	Iteration 19Q: 3 clusters Score -1889858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -1889871.250000 Penalty: 3156.368652
	Iteration 20F: 3 clusters Score -1889871 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -1889886.375000 Penalty: 3156.368652
	Iteration 21Q: 3 clusters Score -1889886 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1889911.625000 Penalty: 3156.368652
	Iteration 22Q: 3 clusters Score -1889912 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -1889936.625000 Penalty: 3156.368652
	Iteration 23Q: 3 clusters Score -1889937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1889956.375000 Penalty: 3156.368652
	Iteration 24Q: 3 clusters Score -1889956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -1889979.250000 Penalty: 3156.368652
	Iteration 25Q: 3 clusters Score -1889979 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1889989.875000 Penalty: 3156.368652
	Iteration 26Q: 3 clusters Score -1889990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1890011.125000 Penalty: 3156.368652
	Iteration 27Q: 3 clusters Score -1890011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -1890018.125000 Penalty: 3156.368652
	Iteration 28Q: 3 clusters Score -1890018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1890023.875000 Penalty: 3156.368652
	Iteration 29Q: 3 clusters Score -1890024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1890029.000000 Penalty: 3156.368652
	Iteration 30Q: 3 clusters Score -1890029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1890027.250000 Penalty: 3156.368652
	Iteration 31Q: 3 clusters Score -1890027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1890026.250000 Penalty: 3156.368652
	Iteration 32Q: 3 clusters Score -1890026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -1890028.125000 Penalty: 3156.368652
	Iteration 33Q: 3 clusters Score -1890028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1890033.000000 Penalty: 3156.368652
	Iteration 34Q: 3 clusters Score -1890033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1890034.750000 Penalty: 3156.368652
	Iteration 35Q: 3 clusters Score -1890035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1890036.500000 Penalty: 3156.368652
	Iteration 36Q: 3 clusters Score -1890036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1890038.875000 Penalty: 3156.368652
	Iteration 37Q: 3 clusters Score -1890039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1890038.125000 Penalty: 3156.368652
	Iteration 38Q: 3 clusters Score -1890038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1890038.125000 Penalty: 3156.368652
	Iteration 39F: 3 clusters Score -1890038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -157124.453125 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -157124.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -155422.546875 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -155422.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -155724.140625 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -155724.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -155802.296875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -155802.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -155837.703125 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -155837.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -155862.250000 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -155862.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -155880.656250 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -155880.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -155891.984375 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -155892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -155901.625000 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -155901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -155908.031250 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -155908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -155917.171875 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -155917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -155922.687500 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -155922.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -155928.859375 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -155928.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -155933.953125 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -155934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -155940.015625 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -155940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -155946.468750 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -155946.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -155952.062500 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -155952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155956.875000 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -155956.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -155961.812500 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -155961.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -155964.390625 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -155964.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -155967.328125 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -155967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -155968.953125 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -155969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -25341.617188 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -25341.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -24474.292969 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -24474.29 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -24611.841797 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -24611.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -24654.332031 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -24654.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -24710.593750 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -24710.59 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -24745.964844 Penalty: 1936.488037
	Iteration 4F: 3 clusters Score -24745.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -24760.898438 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -24760.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -24764.992188 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -24764.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -24769.525391 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -24769.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -24771.853516 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -24771.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24773.345703 Penalty: 1936.488037
	Iteration 9Q: 3 clusters Score -24773.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -24773.345703 Penalty: 1936.488037
	Iteration 10F: 3 clusters Score -24773.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Entering Unmasked Estep 
Score: -158483.015625 Penalty: 1178.343628
	Iteration 0F: 2 clusters Score -158483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -156760.875000 Penalty: 2356.687256
	Iteration 0F: 3 clusters Score -156760.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157098.906250 Penalty: 2356.687256
	Iteration 1F: 3 clusters Score -157098.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -157165.421875 Penalty: 2356.687256
	Iteration 2F: 3 clusters Score -157165.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -157215.171875 Penalty: 2356.687256
	Iteration 3Q: 3 clusters Score -157215.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157238.625000 Penalty: 2356.687256
	Iteration 4Q: 3 clusters Score -157238.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -157252.062500 Penalty: 2356.687256
	Iteration 5Q: 3 clusters Score -157252.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -157264.250000 Penalty: 2356.687256
	Iteration 6Q: 3 clusters Score -157264.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -157272.750000 Penalty: 2356.687256
	Iteration 7Q: 3 clusters Score -157272.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -157286.562500 Penalty: 2356.687256
	Iteration 8Q: 3 clusters Score -157286.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -157296.328125 Penalty: 2356.687256
	Iteration 9Q: 3 clusters Score -157296.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157301.203125 Penalty: 2356.687256
	Iteration 10Q: 3 clusters Score -157301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157308.750000 Penalty: 2356.687256
	Iteration 11Q: 3 clusters Score -157308.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -157312.140625 Penalty: 2356.687256
	Iteration 12Q: 3 clusters Score -157312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -157315.078125 Penalty: 2356.687256
	Iteration 13Q: 3 clusters Score -157315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -157317.375000 Penalty: 2356.687256
	Iteration 14Q: 3 clusters Score -157317.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157319.312500 Penalty: 2356.687256
	Iteration 15Q: 3 clusters Score -157319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157319.687500 Penalty: 2356.687256
	Iteration 16Q: 3 clusters Score -157319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157319.687500 Penalty: 2356.687256
	Iteration 17F: 3 clusters Score -157319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Entering Unmasked Estep 
Score: -1094991.625000 Penalty: 1490.823486
	Iteration 0F: 2 clusters Score -1094992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1088105.250000 Penalty: 2981.646973
	Iteration 0F: 3 clusters Score -1088105 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1090408.250000 Penalty: 2981.646973
	Iteration 1F: 3 clusters Score -1090408 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1090696.375000 Penalty: 2981.646973
	Iteration 2F: 3 clusters Score -1090696 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1091009.375000 Penalty: 2981.646973
	Iteration 3F: 3 clusters Score -1091009 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1091335.875000 Penalty: 2981.646973
	Iteration 4F: 3 clusters Score -1091336 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1091668.125000 Penalty: 2981.646973
	Iteration 5F: 3 clusters Score -1091668 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1092000.125000 Penalty: 2981.646973
	Iteration 6F: 3 clusters Score -1092000 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1092344.500000 Penalty: 2981.646973
	Iteration 7F: 3 clusters Score -1092344 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1092666.500000 Penalty: 2981.646973
	Iteration 8Q: 3 clusters Score -1092666 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1093015.375000 Penalty: 2981.646973
	Iteration 9Q: 3 clusters Score -1093015 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1093401.375000 Penalty: 2981.646973
	Iteration 10Q: 3 clusters Score -1093401 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1093663.375000 Penalty: 2981.646973
	Iteration 11Q: 3 clusters Score -1093663 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1093777.625000 Penalty: 2981.646973
	Iteration 12Q: 3 clusters Score -1093778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1093821.875000 Penalty: 2981.646973
	Iteration 13Q: 3 clusters Score -1093822 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1093840.625000 Penalty: 2981.646973
	Iteration 14Q: 3 clusters Score -1093841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1093863.875000 Penalty: 2981.646973
	Iteration 15Q: 3 clusters Score -1093864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1093881.250000 Penalty: 2981.646973
	Iteration 16Q: 3 clusters Score -1093881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1093898.250000 Penalty: 2981.646973
	Iteration 17Q: 3 clusters Score -1093898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1093909.375000 Penalty: 2981.646973
	Iteration 18Q: 3 clusters Score -1093909 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1093919.625000 Penalty: 2981.646973
	Iteration 19Q: 3 clusters Score -1093920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1093925.625000 Penalty: 2981.646973
	Iteration 20F: 3 clusters Score -1093926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1093927.500000 Penalty: 2981.646973
	Iteration 21Q: 3 clusters Score -1093928 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1093933.750000 Penalty: 2981.646973
	Iteration 22Q: 3 clusters Score -1093934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1093937.875000 Penalty: 2981.646973
	Iteration 23Q: 3 clusters Score -1093938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1093937.750000 Penalty: 2981.646973
	Iteration 24Q: 3 clusters Score -1093938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1093939.500000 Penalty: 2981.646973
	Iteration 25Q: 3 clusters Score -1093940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1093939.375000 Penalty: 2981.646973
	Iteration 26Q: 3 clusters Score -1093939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1093942.625000 Penalty: 2981.646973
	Iteration 27Q: 3 clusters Score -1093943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1093945.250000 Penalty: 2981.646973
	Iteration 28Q: 3 clusters Score -1093945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1093944.750000 Penalty: 2981.646973
	Iteration 29Q: 3 clusters Score -1093945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1093945.000000 Penalty: 2981.646973
	Iteration 30Q: 3 clusters Score -1093945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1093946.375000 Penalty: 2981.646973
	Iteration 31Q: 3 clusters Score -1093946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1093945.750000 Penalty: 2981.646973
	Iteration 32Q: 3 clusters Score -1093946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1093948.875000 Penalty: 2981.646973
	Iteration 33Q: 3 clusters Score -1093949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1093949.875000 Penalty: 2981.646973
	Iteration 34Q: 3 clusters Score -1093950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1093950.000000 Penalty: 2981.646973
	Iteration 35Q: 3 clusters Score -1093950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1093954.000000 Penalty: 2981.646973
	Iteration 36Q: 3 clusters Score -1093954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1093951.750000 Penalty: 2981.646973
	Iteration 37Q: 3 clusters Score -1093952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1093951.750000 Penalty: 2981.646973
	Iteration 38F: 3 clusters Score -1093952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Entering Unmasked Estep 
Score: -1047161.250000 Penalty: 1480.333740
	Iteration 0F: 2 clusters Score -1047161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1040619.250000 Penalty: 2960.667480
	Iteration 0F: 3 clusters Score -1040619 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1042722.250000 Penalty: 2960.667480
	Iteration 1F: 3 clusters Score -1042722 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1042944.750000 Penalty: 2960.667480
	Iteration 2F: 3 clusters Score -1042945 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1043106.250000 Penalty: 2960.667480
	Iteration 3Q: 3 clusters Score -1043106 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1043262.375000 Penalty: 2960.667480
	Iteration 4Q: 3 clusters Score -1043262 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1043436.812500 Penalty: 2960.667480
	Iteration 5Q: 3 clusters Score -1043437 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1043626.000000 Penalty: 2960.667480
	Iteration 6Q: 3 clusters Score -1043626 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1043827.500000 Penalty: 2960.667480
	Iteration 7Q: 3 clusters Score -1043828 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1044058.812500 Penalty: 2960.667480
	Iteration 8Q: 3 clusters Score -1044059 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1044317.625000 Penalty: 2960.667480
	Iteration 9Q: 3 clusters Score -1044318 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1044617.062500 Penalty: 2960.667480
	Iteration 10Q: 3 clusters Score -1044617 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1044926.687500 Penalty: 2960.667480
	Iteration 11Q: 3 clusters Score -1044927 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1045205.687500 Penalty: 2960.667480
	Iteration 12Q: 3 clusters Score -1045206 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1045447.000000 Penalty: 2960.667480
	Iteration 13Q: 3 clusters Score -1045447 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1045596.375000 Penalty: 2960.667480
	Iteration 14Q: 3 clusters Score -1045596 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1045692.812500 Penalty: 2960.667480
	Iteration 15Q: 3 clusters Score -1045693 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1045752.812500 Penalty: 2960.667480
	Iteration 16Q: 3 clusters Score -1045753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1045806.625000 Penalty: 2960.667480
	Iteration 17Q: 3 clusters Score -1045807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1045853.000000 Penalty: 2960.667480
	Iteration 18Q: 3 clusters Score -1045853 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1045888.375000 Penalty: 2960.667480
	Iteration 19Q: 3 clusters Score -1045888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1045903.687500 Penalty: 2960.667480
	Iteration 20F: 3 clusters Score -1045904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1045911.875000 Penalty: 2960.667480
	Iteration 21Q: 3 clusters Score -1045912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1045921.312500 Penalty: 2960.667480
	Iteration 22Q: 3 clusters Score -1045921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1045931.937500 Penalty: 2960.667480
	Iteration 23Q: 3 clusters Score -1045932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1045936.562500 Penalty: 2960.667480
	Iteration 24Q: 3 clusters Score -1045937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1045944.187500 Penalty: 2960.667480
	Iteration 25Q: 3 clusters Score -1045944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1045948.125000 Penalty: 2960.667480
	Iteration 26Q: 3 clusters Score -1045948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1045949.375000 Penalty: 2960.667480
	Iteration 27Q: 3 clusters Score -1045949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1045955.250000 Penalty: 2960.667480
	Iteration 28Q: 3 clusters Score -1045955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1045957.250000 Penalty: 2960.667480
	Iteration 29Q: 3 clusters Score -1045957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1045957.562500 Penalty: 2960.667480
	Iteration 30Q: 3 clusters Score -1045958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1045957.562500 Penalty: 2960.667480
	Iteration 31F: 3 clusters Score -1045958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -585736.812500 Penalty: 1386.942871
	Iteration 0F: 2 clusters Score -585736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -581711.000000 Penalty: 2773.885742
	Iteration 0F: 3 clusters Score -581711 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -582837.000000 Penalty: 2773.885742
	Iteration 1F: 3 clusters Score -582837 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -582979.375000 Penalty: 2773.885742
	Iteration 2F: 3 clusters Score -582979.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -583074.625000 Penalty: 2773.885742
	Iteration 3Q: 3 clusters Score -583074.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -583138.937500 Penalty: 2773.885742
	Iteration 4Q: 3 clusters Score -583138.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -583200.250000 Penalty: 2773.885742
	Iteration 5Q: 3 clusters Score -583200.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -583251.812500 Penalty: 2773.885742
	Iteration 6Q: 3 clusters Score -583251.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -583290.312500 Penalty: 2773.885742
	Iteration 7Q: 3 clusters Score -583290.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -583316.687500 Penalty: 2773.885742
	Iteration 8Q: 3 clusters Score -583316.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -583347.375000 Penalty: 2773.885742
	Iteration 9Q: 3 clusters Score -583347.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -583377.687500 Penalty: 2773.885742
	Iteration 10Q: 3 clusters Score -583377.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -583404.625000 Penalty: 2773.885742
	Iteration 11Q: 3 clusters Score -583404.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -583445.625000 Penalty: 2773.885742
	Iteration 12Q: 3 clusters Score -583445.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -583484.500000 Penalty: 2773.885742
	Iteration 13Q: 3 clusters Score -583484.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -583521.937500 Penalty: 2773.885742
	Iteration 14Q: 3 clusters Score -583521.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -583552.250000 Penalty: 2773.885742
	Iteration 15Q: 3 clusters Score -583552.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -583577.812500 Penalty: 2773.885742
	Iteration 16Q: 3 clusters Score -583577.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -583610.687500 Penalty: 2773.885742
	Iteration 17Q: 3 clusters Score -583610.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -583648.937500 Penalty: 2773.885742
	Iteration 18Q: 3 clusters Score -583648.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -583688.375000 Penalty: 2773.885742
	Iteration 19Q: 3 clusters Score -583688.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -583727.250000 Penalty: 2773.885742
	Iteration 20F: 3 clusters Score -583727.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -583760.500000 Penalty: 2773.885742
	Iteration 21Q: 3 clusters Score -583760.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -583788.500000 Penalty: 2773.885742
	Iteration 22Q: 3 clusters Score -583788.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -583822.000000 Penalty: 2773.885742
	Iteration 23Q: 3 clusters Score -583822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -583852.562500 Penalty: 2773.885742
	Iteration 24Q: 3 clusters Score -583852.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -583894.937500 Penalty: 2773.885742
	Iteration 25Q: 3 clusters Score -583894.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -583939.937500 Penalty: 2773.885742
	Iteration 26Q: 3 clusters Score -583939.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -583991.875000 Penalty: 2773.885742
	Iteration 27Q: 3 clusters Score -583991.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -584054.562500 Penalty: 2773.885742
	Iteration 28Q: 3 clusters Score -584054.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -584110.250000 Penalty: 2773.885742
	Iteration 29Q: 3 clusters Score -584110.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -584162.875000 Penalty: 2773.885742
	Iteration 30Q: 3 clusters Score -584162.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -584204.187500 Penalty: 2773.885742
	Iteration 31Q: 3 clusters Score -584204.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -584242.125000 Penalty: 2773.885742
	Iteration 32Q: 3 clusters Score -584242.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -584272.312500 Penalty: 2773.885742
	Iteration 33Q: 3 clusters Score -584272.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -584298.250000 Penalty: 2773.885742
	Iteration 34Q: 3 clusters Score -584298.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -584315.187500 Penalty: 2773.885742
	Iteration 35Q: 3 clusters Score -584315.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -584331.625000 Penalty: 2773.885742
	Iteration 36Q: 3 clusters Score -584331.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -584345.312500 Penalty: 2773.885742
	Iteration 37Q: 3 clusters Score -584345.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -584358.812500 Penalty: 2773.885742
	Iteration 38Q: 3 clusters Score -584358.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -584368.687500 Penalty: 2773.885742
	Iteration 39Q: 3 clusters Score -584368.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -584385.750000 Penalty: 2773.885742
	Iteration 40F: 3 clusters Score -584385.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -584398.750000 Penalty: 2773.885742
	Iteration 41Q: 3 clusters Score -584398.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -584413.812500 Penalty: 2773.885742
	Iteration 42Q: 3 clusters Score -584413.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -584423.187500 Penalty: 2773.885742
	Iteration 43Q: 3 clusters Score -584423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -584430.062500 Penalty: 2773.885742
	Iteration 44Q: 3 clusters Score -584430.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -584434.500000 Penalty: 2773.885742
	Iteration 45Q: 3 clusters Score -584434.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -584437.625000 Penalty: 2773.885742
	Iteration 46Q: 3 clusters Score -584437.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -584440.562500 Penalty: 2773.885742
	Iteration 47Q: 3 clusters Score -584440.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -584442.187500 Penalty: 2773.885742
	Iteration 48Q: 3 clusters Score -584442.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -584447.000000 Penalty: 2773.885742
	Iteration 49Q: 3 clusters Score -584447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -584448.687500 Penalty: 2773.885742
	Iteration 50Q: 3 clusters Score -584448.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -584454.062500 Penalty: 2773.885742
	Iteration 51Q: 3 clusters Score -584454.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -584458.875000 Penalty: 2773.885742
	Iteration 52Q: 3 clusters Score -584458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -584462.750000 Penalty: 2773.885742
	Iteration 53Q: 3 clusters Score -584462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -584466.187500 Penalty: 2773.885742
	Iteration 54Q: 3 clusters Score -584466.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -584469.625000 Penalty: 2773.885742
	Iteration 55Q: 3 clusters Score -584469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -584471.312500 Penalty: 2773.885742
	Iteration 56Q: 3 clusters Score -584471.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -584472.500000 Penalty: 2773.885742
	Iteration 57Q: 3 clusters Score -584472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -584473.812500 Penalty: 2773.885742
	Iteration 58Q: 3 clusters Score -584473.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -584474.250000 Penalty: 2773.885742
	Iteration 59Q: 3 clusters Score -584474.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -584476.437500 Penalty: 2773.885742
	Iteration 60F: 3 clusters Score -584476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -584477.062500 Penalty: 2773.885742
	Iteration 61Q: 3 clusters Score -584477.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -584477.937500 Penalty: 2773.885742
	Iteration 62Q: 3 clusters Score -584477.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -584479.312500 Penalty: 2773.885742
	Iteration 63Q: 3 clusters Score -584479.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -584480.625000 Penalty: 2773.885742
	Iteration 64Q: 3 clusters Score -584480.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -584480.687500 Penalty: 2773.885742
	Iteration 65Q: 3 clusters Score -584480.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -584480.687500 Penalty: 2773.885742
	Iteration 66F: 3 clusters Score -584480.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Entering Unmasked Estep 
Score: -291241.375000 Penalty: 1276.651855
	Iteration 0F: 2 clusters Score -291241.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -288800.781250 Penalty: 2553.303711
	Iteration 0F: 3 clusters Score -288800.8 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -289349.093750 Penalty: 2553.303711
	Iteration 1F: 3 clusters Score -289349.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -289481.406250 Penalty: 2553.303711
	Iteration 2F: 3 clusters Score -289481.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289590.093750 Penalty: 2553.303711
	Iteration 3F: 3 clusters Score -289590.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289684.906250 Penalty: 2553.303711
	Iteration 4Q: 3 clusters Score -289684.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289772.750000 Penalty: 2553.303711
	Iteration 5Q: 3 clusters Score -289772.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -289857.093750 Penalty: 2553.303711
	Iteration 6Q: 3 clusters Score -289857.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -289943.218750 Penalty: 2553.303711
	Iteration 7Q: 3 clusters Score -289943.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -290015.031250 Penalty: 2553.303711
	Iteration 8Q: 3 clusters Score -290015 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -290097.437500 Penalty: 2553.303711
	Iteration 9Q: 3 clusters Score -290097.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -290184.906250 Penalty: 2553.303711
	Iteration 10Q: 3 clusters Score -290184.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -290258.968750 Penalty: 2553.303711
	Iteration 11Q: 3 clusters Score -290259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -290341.406250 Penalty: 2553.303711
	Iteration 12Q: 3 clusters Score -290341.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -290413.187500 Penalty: 2553.303711
	Iteration 13Q: 3 clusters Score -290413.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -290467.968750 Penalty: 2553.303711
	Iteration 14Q: 3 clusters Score -290468 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -290513.093750 Penalty: 2553.303711
	Iteration 15Q: 3 clusters Score -290513.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -290548.093750 Penalty: 2553.303711
	Iteration 16Q: 3 clusters Score -290548.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -290577.875000 Penalty: 2553.303711
	Iteration 17Q: 3 clusters Score -290577.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -290597.687500 Penalty: 2553.303711
	Iteration 18Q: 3 clusters Score -290597.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -290610.000000 Penalty: 2553.303711
	Iteration 19Q: 3 clusters Score -290610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -290617.000000 Penalty: 2553.303711
	Iteration 20F: 3 clusters Score -290617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -290622.656250 Penalty: 2553.303711
	Iteration 21Q: 3 clusters Score -290622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -290623.937500 Penalty: 2553.303711
	Iteration 22Q: 3 clusters Score -290623.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -290624.281250 Penalty: 2553.303711
	Iteration 23Q: 3 clusters Score -290624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -290625.468750 Penalty: 2553.303711
	Iteration 24Q: 3 clusters Score -290625.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -290625.468750 Penalty: 2553.303711
	Iteration 25F: 3 clusters Score -290625.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -161379.703125 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -161379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159667.375000 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -159667.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -160004.875000 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -160004.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160095.062500 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -160095.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -160156.593750 Penalty: 2366.450195
	Iteration 3Q: 3 clusters Score -160156.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -160204.953125 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -160205 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -160250.328125 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -160250.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160291.578125 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -160291.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -160343.093750 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -160343.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -160377.953125 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -160378 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160406.765625 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -160406.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160427.218750 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -160427.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160445.250000 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -160445.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160455.875000 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -160455.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -160464.718750 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -160464.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -160470.343750 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -160470.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160475.859375 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -160475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -160482.265625 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -160482.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -160487.468750 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -160487.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -160492.515625 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -160492.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -160496.140625 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -160496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -160496.656250 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -160496.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160498.156250 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -160498.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -160499.812500 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -160499.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -160501.609375 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -160501.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -160502.859375 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -160502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160503.171875 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -160503.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -160503.171875 Penalty: 2366.450195
	Iteration 26F: 3 clusters Score -160503.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Entering Unmasked Estep 
Score: -921722.312500 Penalty: 1464.729004
	Iteration 0F: 2 clusters Score -921722.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -915731.062500 Penalty: 2929.458008
	Iteration 0F: 3 clusters Score -915731.1 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -917706.187500 Penalty: 2929.458008
	Iteration 1F: 3 clusters Score -917706.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -918071.062500 Penalty: 2929.458008
	Iteration 2F: 3 clusters Score -918071.1 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -918369.437500 Penalty: 2929.458008
	Iteration 3F: 3 clusters Score -918369.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -918670.062500 Penalty: 2929.458008
	Iteration 4F: 3 clusters Score -918670.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -919101.312500 Penalty: 2929.458008
	Iteration 5F: 3 clusters Score -919101.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -919502.625000 Penalty: 2929.458008
	Iteration 6F: 3 clusters Score -919502.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -919742.687500 Penalty: 2929.458008
	Iteration 7Q: 3 clusters Score -919742.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -919929.187500 Penalty: 2929.458008
	Iteration 8Q: 3 clusters Score -919929.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -920086.312500 Penalty: 2929.458008
	Iteration 9Q: 3 clusters Score -920086.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -920199.750000 Penalty: 2929.458008
	Iteration 10Q: 3 clusters Score -920199.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -920315.062500 Penalty: 2929.458008
	Iteration 11Q: 3 clusters Score -920315.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -920430.062500 Penalty: 2929.458008
	Iteration 12Q: 3 clusters Score -920430.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -920534.875000 Penalty: 2929.458008
	Iteration 13Q: 3 clusters Score -920534.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -920629.687500 Penalty: 2929.458008
	Iteration 14Q: 3 clusters Score -920629.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -920704.562500 Penalty: 2929.458008
	Iteration 15Q: 3 clusters Score -920704.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -920755.375000 Penalty: 2929.458008
	Iteration 16Q: 3 clusters Score -920755.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -920794.312500 Penalty: 2929.458008
	Iteration 17Q: 3 clusters Score -920794.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -920825.125000 Penalty: 2929.458008
	Iteration 18Q: 3 clusters Score -920825.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -920842.000000 Penalty: 2929.458008
	Iteration 19Q: 3 clusters Score -920842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -920853.312500 Penalty: 2929.458008
	Iteration 20F: 3 clusters Score -920853.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -920859.812500 Penalty: 2929.458008
	Iteration 21Q: 3 clusters Score -920859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -920863.062500 Penalty: 2929.458008
	Iteration 22Q: 3 clusters Score -920863.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -920865.125000 Penalty: 2929.458008
	Iteration 23Q: 3 clusters Score -920865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -920866.125000 Penalty: 2929.458008
	Iteration 24Q: 3 clusters Score -920866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -920866.437500 Penalty: 2929.458008
	Iteration 25Q: 3 clusters Score -920866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -920865.250000 Penalty: 2929.458008
	Iteration 26Q: 3 clusters Score -920865.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -920864.687500 Penalty: 2929.458008
	Iteration 27Q: 3 clusters Score -920864.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -920865.937500 Penalty: 2929.458008
	Iteration 28Q: 3 clusters Score -920865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -920866.437500 Penalty: 2929.458008
	Iteration 29Q: 3 clusters Score -920866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -920866.437500 Penalty: 2929.458008
	Iteration 30F: 3 clusters Score -920866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Entering Unmasked Estep 
Score: -995635.062500 Penalty: 1473.732422
	Iteration 0F: 2 clusters Score -995635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -989309.000000 Penalty: 2947.464844
	Iteration 0F: 3 clusters Score -989309 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -991285.750000 Penalty: 2947.464844
	Iteration 1F: 3 clusters Score -991285.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -991573.000000 Penalty: 2947.464844
	Iteration 2F: 3 clusters Score -991573 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -991813.812500 Penalty: 2947.464844
	Iteration 3F: 3 clusters Score -991813.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -992071.562500 Penalty: 2947.464844
	Iteration 4F: 3 clusters Score -992071.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -992389.437500 Penalty: 2947.464844
	Iteration 5F: 3 clusters Score -992389.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -992730.062500 Penalty: 2947.464844
	Iteration 6F: 3 clusters Score -992730.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -993107.562500 Penalty: 2947.464844
	Iteration 7F: 3 clusters Score -993107.6 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -993458.750000 Penalty: 2947.464844
	Iteration 8F: 3 clusters Score -993458.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -993760.000000 Penalty: 2947.464844
	Iteration 9Q: 3 clusters Score -993760 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -993971.750000 Penalty: 2947.464844
	Iteration 10Q: 3 clusters Score -993971.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -994139.625000 Penalty: 2947.464844
	Iteration 11Q: 3 clusters Score -994139.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -994255.562500 Penalty: 2947.464844
	Iteration 12Q: 3 clusters Score -994255.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -994330.312500 Penalty: 2947.464844
	Iteration 13Q: 3 clusters Score -994330.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -994378.875000 Penalty: 2947.464844
	Iteration 14Q: 3 clusters Score -994378.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -994401.812500 Penalty: 2947.464844
	Iteration 15Q: 3 clusters Score -994401.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -994413.500000 Penalty: 2947.464844
	Iteration 16Q: 3 clusters Score -994413.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -994418.562500 Penalty: 2947.464844
	Iteration 17Q: 3 clusters Score -994418.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -994423.937500 Penalty: 2947.464844
	Iteration 18Q: 3 clusters Score -994423.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -994430.562500 Penalty: 2947.464844
	Iteration 19Q: 3 clusters Score -994430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -994435.562500 Penalty: 2947.464844
	Iteration 20F: 3 clusters Score -994435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -994441.062500 Penalty: 2947.464844
	Iteration 21Q: 3 clusters Score -994441.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -994441.375000 Penalty: 2947.464844
	Iteration 22Q: 3 clusters Score -994441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -994443.062500 Penalty: 2947.464844
	Iteration 23Q: 3 clusters Score -994443.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -994445.625000 Penalty: 2947.464844
	Iteration 24Q: 3 clusters Score -994445.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -994448.312500 Penalty: 2947.464844
	Iteration 25Q: 3 clusters Score -994448.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -994448.312500 Penalty: 2947.464844
	Iteration 26F: 3 clusters Score -994448.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Entering Unmasked Estep 
Score: -626958.875000 Penalty: 1418.237671
	Iteration 0F: 2 clusters Score -626958.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -622214.937500 Penalty: 2836.475342
	Iteration 0F: 3 clusters Score -622214.9 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -623856.312500 Penalty: 2836.475342
	Iteration 1F: 3 clusters Score -623856.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -624277.000000 Penalty: 2836.475342
	Iteration 2F: 3 clusters Score -624277 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -624585.562500 Penalty: 2836.475342
	Iteration 3F: 3 clusters Score -624585.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -624822.187500 Penalty: 2836.475342
	Iteration 4F: 3 clusters Score -624822.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -625018.750000 Penalty: 2836.475342
	Iteration 5F: 3 clusters Score -625018.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -625206.937500 Penalty: 2836.475342
	Iteration 6Q: 3 clusters Score -625206.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -625386.562500 Penalty: 2836.475342
	Iteration 7Q: 3 clusters Score -625386.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -625566.250000 Penalty: 2836.475342
	Iteration 8Q: 3 clusters Score -625566.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -625743.062500 Penalty: 2836.475342
	Iteration 9Q: 3 clusters Score -625743.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -625893.687500 Penalty: 2836.475342
	Iteration 10Q: 3 clusters Score -625893.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -626022.250000 Penalty: 2836.475342
	Iteration 11Q: 3 clusters Score -626022.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -626136.437500 Penalty: 2836.475342
	Iteration 12Q: 3 clusters Score -626136.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -626237.625000 Penalty: 2836.475342
	Iteration 13Q: 3 clusters Score -626237.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -626325.625000 Penalty: 2836.475342
	Iteration 14Q: 3 clusters Score -626325.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -626389.187500 Penalty: 2836.475342
	Iteration 15Q: 3 clusters Score -626389.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -626439.687500 Penalty: 2836.475342
	Iteration 16Q: 3 clusters Score -626439.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -626474.000000 Penalty: 2836.475342
	Iteration 17Q: 3 clusters Score -626474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -626500.812500 Penalty: 2836.475342
	Iteration 18Q: 3 clusters Score -626500.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -626516.187500 Penalty: 2836.475342
	Iteration 19Q: 3 clusters Score -626516.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -626526.625000 Penalty: 2836.475342
	Iteration 20F: 3 clusters Score -626526.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -626531.500000 Penalty: 2836.475342
	Iteration 21Q: 3 clusters Score -626531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -626534.875000 Penalty: 2836.475342
	Iteration 22Q: 3 clusters Score -626534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -626535.750000 Penalty: 2836.475342
	Iteration 23Q: 3 clusters Score -626535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -626541.000000 Penalty: 2836.475342
	Iteration 24Q: 3 clusters Score -626541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -626544.187500 Penalty: 2836.475342
	Iteration 25Q: 3 clusters Score -626544.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -626550.625000 Penalty: 2836.475342
	Iteration 26Q: 3 clusters Score -626550.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -626555.625000 Penalty: 2836.475342
	Iteration 27Q: 3 clusters Score -626555.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -626560.062500 Penalty: 2836.475342
	Iteration 28Q: 3 clusters Score -626560.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -626564.187500 Penalty: 2836.475342
	Iteration 29Q: 3 clusters Score -626564.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -626569.187500 Penalty: 2836.475342
	Iteration 30Q: 3 clusters Score -626569.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -626573.937500 Penalty: 2836.475342
	Iteration 31Q: 3 clusters Score -626573.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -626574.812500 Penalty: 2836.475342
	Iteration 32Q: 3 clusters Score -626574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -626577.312500 Penalty: 2836.475342
	Iteration 33Q: 3 clusters Score -626577.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -626582.000000 Penalty: 2836.475342
	Iteration 34Q: 3 clusters Score -626582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -626585.250000 Penalty: 2836.475342
	Iteration 35Q: 3 clusters Score -626585.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -626587.125000 Penalty: 2836.475342
	Iteration 36Q: 3 clusters Score -626587.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -626590.687500 Penalty: 2836.475342
	Iteration 37Q: 3 clusters Score -626590.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -626591.937500 Penalty: 2836.475342
	Iteration 38Q: 3 clusters Score -626591.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -626592.250000 Penalty: 2836.475342
	Iteration 39Q: 3 clusters Score -626592.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -626593.375000 Penalty: 2836.475342
	Iteration 40F: 3 clusters Score -626593.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -26696.449219 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -26696.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26008.468750 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -26008.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26074.021484 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -26074.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -26111.224609 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -26111.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -26146.142578 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -26146.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -26159.544922 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -26159.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -26167.541016 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -26167.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -26169.550781 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -26169.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26180.849609 Penalty: 1725.187012
	Iteration 7Q: 3 clusters Score -26180.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -26180.849609 Penalty: 1725.187012
	Iteration 8F: 3 clusters Score -26180.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -251027.656250 Penalty: 1253.199463
	Iteration 0F: 2 clusters Score -251027.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -248768.531250 Penalty: 2506.398926
	Iteration 0F: 3 clusters Score -248768.5 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -249260.687500 Penalty: 2506.398926
	Iteration 1F: 3 clusters Score -249260.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -249393.531250 Penalty: 2506.398926
	Iteration 2F: 3 clusters Score -249393.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -249481.671875 Penalty: 2506.398926
	Iteration 3F: 3 clusters Score -249481.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -249537.046875 Penalty: 2506.398926
	Iteration 4Q: 3 clusters Score -249537 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -249583.437500 Penalty: 2506.398926
	Iteration 5Q: 3 clusters Score -249583.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -249610.906250 Penalty: 2506.398926
	Iteration 6Q: 3 clusters Score -249610.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -249631.203125 Penalty: 2506.398926
	Iteration 7Q: 3 clusters Score -249631.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -249647.531250 Penalty: 2506.398926
	Iteration 8Q: 3 clusters Score -249647.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249663.390625 Penalty: 2506.398926
	Iteration 9Q: 3 clusters Score -249663.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -249675.859375 Penalty: 2506.398926
	Iteration 10Q: 3 clusters Score -249675.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -249687.593750 Penalty: 2506.398926
	Iteration 11Q: 3 clusters Score -249687.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249695.546875 Penalty: 2506.398926
	Iteration 12Q: 3 clusters Score -249695.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249703.390625 Penalty: 2506.398926
	Iteration 13Q: 3 clusters Score -249703.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -249715.031250 Penalty: 2506.398926
	Iteration 14Q: 3 clusters Score -249715 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -249722.078125 Penalty: 2506.398926
	Iteration 15Q: 3 clusters Score -249722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -249727.625000 Penalty: 2506.398926
	Iteration 16Q: 3 clusters Score -249727.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -249733.968750 Penalty: 2506.398926
	Iteration 17Q: 3 clusters Score -249734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -249740.890625 Penalty: 2506.398926
	Iteration 18Q: 3 clusters Score -249740.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249749.593750 Penalty: 2506.398926
	Iteration 19Q: 3 clusters Score -249749.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -249758.500000 Penalty: 2506.398926
	Iteration 20F: 3 clusters Score -249758.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -249768.468750 Penalty: 2506.398926
	Iteration 21Q: 3 clusters Score -249768.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -249774.234375 Penalty: 2506.398926
	Iteration 22Q: 3 clusters Score -249774.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -249778.390625 Penalty: 2506.398926
	Iteration 23Q: 3 clusters Score -249778.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -249781.890625 Penalty: 2506.398926
	Iteration 24Q: 3 clusters Score -249781.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -249784.171875 Penalty: 2506.398926
	Iteration 25Q: 3 clusters Score -249784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -249786.687500 Penalty: 2506.398926
	Iteration 26Q: 3 clusters Score -249786.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -249790.171875 Penalty: 2506.398926
	Iteration 27Q: 3 clusters Score -249790.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -249793.046875 Penalty: 2506.398926
	Iteration 28Q: 3 clusters Score -249793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -249795.171875 Penalty: 2506.398926
	Iteration 29Q: 3 clusters Score -249795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -249796.968750 Penalty: 2506.398926
	Iteration 30Q: 3 clusters Score -249797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -249798.687500 Penalty: 2506.398926
	Iteration 31Q: 3 clusters Score -249798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -249800.468750 Penalty: 2506.398926
	Iteration 32Q: 3 clusters Score -249800.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -249802.296875 Penalty: 2506.398926
	Iteration 33Q: 3 clusters Score -249802.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249804.546875 Penalty: 2506.398926
	Iteration 34Q: 3 clusters Score -249804.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249805.500000 Penalty: 2506.398926
	Iteration 35Q: 3 clusters Score -249805.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249806.390625 Penalty: 2506.398926
	Iteration 36Q: 3 clusters Score -249806.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249807.109375 Penalty: 2506.398926
	Iteration 37Q: 3 clusters Score -249807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249808.015625 Penalty: 2506.398926
	Iteration 38Q: 3 clusters Score -249808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249810.109375 Penalty: 2506.398926
	Iteration 39Q: 3 clusters Score -249810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249811.921875 Penalty: 2506.398926
	Iteration 40F: 3 clusters Score -249811.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249812.750000 Penalty: 2506.398926
	Iteration 41Q: 3 clusters Score -249812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249812.750000 Penalty: 2506.398926
	Iteration 42F: 3 clusters Score -249812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Entering Unmasked Estep 
Score: -90046.773438 Penalty: 1123.966187
	Iteration 0F: 2 clusters Score -90046.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -88633.101562 Penalty: 2247.932373
	Iteration 0F: 3 clusters Score -88633.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -88959.687500 Penalty: 2247.932373
	Iteration 1F: 3 clusters Score -88959.69 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -89075.710938 Penalty: 2247.932373
	Iteration 2F: 3 clusters Score -89075.71 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89172.375000 Penalty: 2247.932373
	Iteration 3F: 3 clusters Score -89172.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -89238.929688 Penalty: 2247.932373
	Iteration 4Q: 3 clusters Score -89238.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -89285.070312 Penalty: 2247.932373
	Iteration 5Q: 3 clusters Score -89285.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -89309.132812 Penalty: 2247.932373
	Iteration 6Q: 3 clusters Score -89309.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -89325.265625 Penalty: 2247.932373
	Iteration 7Q: 3 clusters Score -89325.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -89335.023438 Penalty: 2247.932373
	Iteration 8Q: 3 clusters Score -89335.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89353.765625 Penalty: 2247.932373
	Iteration 9Q: 3 clusters Score -89353.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89358.421875 Penalty: 2247.932373
	Iteration 10Q: 3 clusters Score -89358.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -89362.421875 Penalty: 2247.932373
	Iteration 11Q: 3 clusters Score -89362.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -89368.046875 Penalty: 2247.932373
	Iteration 12Q: 3 clusters Score -89368.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89369.609375 Penalty: 2247.932373
	Iteration 13Q: 3 clusters Score -89369.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89371.132812 Penalty: 2247.932373
	Iteration 14Q: 3 clusters Score -89371.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89375.531250 Penalty: 2247.932373
	Iteration 15Q: 3 clusters Score -89375.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -89375.531250 Penalty: 2247.932373
	Iteration 16F: 3 clusters Score -89375.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Entering Unmasked Estep 
Score: -122193.875000 Penalty: 1144.513550
	Iteration 0F: 2 clusters Score -122193.9 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 566 members 
Entering Unmasked Estep 
Score: -120683.554688 Penalty: 2289.027100
	Iteration 0F: 3 clusters Score -120683.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -121028.593750 Penalty: 2289.027100
	Iteration 1F: 3 clusters Score -121028.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -121147.500000 Penalty: 2289.027100
	Iteration 2F: 3 clusters Score -121147.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -121217.648438 Penalty: 2289.027100
	Iteration 3F: 3 clusters Score -121217.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -121275.625000 Penalty: 2289.027100
	Iteration 4Q: 3 clusters Score -121275.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -121325.109375 Penalty: 2289.027100
	Iteration 5Q: 3 clusters Score -121325.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -121371.093750 Penalty: 2289.027100
	Iteration 6Q: 3 clusters Score -121371.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -121416.460938 Penalty: 2289.027100
	Iteration 7Q: 3 clusters Score -121416.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -121469.335938 Penalty: 2289.027100
	Iteration 8Q: 3 clusters Score -121469.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121532.632812 Penalty: 2289.027100
	Iteration 9Q: 3 clusters Score -121532.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121583.617188 Penalty: 2289.027100
	Iteration 10Q: 3 clusters Score -121583.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -121624.437500 Penalty: 2289.027100
	Iteration 11Q: 3 clusters Score -121624.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -121653.218750 Penalty: 2289.027100
	Iteration 12Q: 3 clusters Score -121653.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -121680.210938 Penalty: 2289.027100
	Iteration 13Q: 3 clusters Score -121680.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -121703.734375 Penalty: 2289.027100
	Iteration 14Q: 3 clusters Score -121703.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -121745.148438 Penalty: 2289.027100
	Iteration 15Q: 3 clusters Score -121745.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -121768.335938 Penalty: 2289.027100
	Iteration 16Q: 3 clusters Score -121768.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -121775.109375 Penalty: 2289.027100
	Iteration 17Q: 3 clusters Score -121775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121779.726562 Penalty: 2289.027100
	Iteration 18Q: 3 clusters Score -121779.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -121780.093750 Penalty: 2289.027100
	Iteration 19Q: 3 clusters Score -121780.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -121781.335938 Penalty: 2289.027100
	Iteration 20F: 3 clusters Score -121781.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121781.859375 Penalty: 2289.027100
	Iteration 21Q: 3 clusters Score -121781.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121781.859375 Penalty: 2289.027100
	Iteration 22F: 3 clusters Score -121781.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -190000.046875 Penalty: 1217.844849
	Iteration 0F: 2 clusters Score -190000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -188039.203125 Penalty: 2435.689697
	Iteration 0F: 3 clusters Score -188039.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -188497.796875 Penalty: 2435.689697
	Iteration 1F: 3 clusters Score -188497.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -188645.296875 Penalty: 2435.689697
	Iteration 2F: 3 clusters Score -188645.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -188787.984375 Penalty: 2435.689697
	Iteration 3F: 3 clusters Score -188788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -188937.093750 Penalty: 2435.689697
	Iteration 4F: 3 clusters Score -188937.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -189051.359375 Penalty: 2435.689697
	Iteration 5F: 3 clusters Score -189051.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -189119.531250 Penalty: 2435.689697
	Iteration 6Q: 3 clusters Score -189119.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -189167.093750 Penalty: 2435.689697
	Iteration 7Q: 3 clusters Score -189167.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -189203.500000 Penalty: 2435.689697
	Iteration 8Q: 3 clusters Score -189203.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -189228.515625 Penalty: 2435.689697
	Iteration 9Q: 3 clusters Score -189228.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -189250.250000 Penalty: 2435.689697
	Iteration 10Q: 3 clusters Score -189250.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -189263.515625 Penalty: 2435.689697
	Iteration 11Q: 3 clusters Score -189263.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -189271.593750 Penalty: 2435.689697
	Iteration 12Q: 3 clusters Score -189271.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -189278.140625 Penalty: 2435.689697
	Iteration 13Q: 3 clusters Score -189278.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -189279.984375 Penalty: 2435.689697
	Iteration 14Q: 3 clusters Score -189280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -189281.031250 Penalty: 2435.689697
	Iteration 15Q: 3 clusters Score -189281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -189283.453125 Penalty: 2435.689697
	Iteration 16Q: 3 clusters Score -189283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -189285.015625 Penalty: 2435.689697
	Iteration 17Q: 3 clusters Score -189285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -189286.453125 Penalty: 2435.689697
	Iteration 18Q: 3 clusters Score -189286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -189288.531250 Penalty: 2435.689697
	Iteration 19Q: 3 clusters Score -189288.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -189288.812500 Penalty: 2435.689697
	Iteration 20F: 3 clusters Score -189288.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -304125.187500 Penalty: 1280.998779
	Iteration 0F: 2 clusters Score -304125.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -301608.281250 Penalty: 2561.997559
	Iteration 0F: 3 clusters Score -301608.3 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -302208.468750 Penalty: 2561.997559
	Iteration 1F: 3 clusters Score -302208.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -302333.687500 Penalty: 2561.997559
	Iteration 2F: 3 clusters Score -302333.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -302413.781250 Penalty: 2561.997559
	Iteration 3Q: 3 clusters Score -302413.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -302475.031250 Penalty: 2561.997559
	Iteration 4Q: 3 clusters Score -302475 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -302530.062500 Penalty: 2561.997559
	Iteration 5Q: 3 clusters Score -302530.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -302578.062500 Penalty: 2561.997559
	Iteration 6Q: 3 clusters Score -302578.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -302623.281250 Penalty: 2561.997559
	Iteration 7Q: 3 clusters Score -302623.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -302662.968750 Penalty: 2561.997559
	Iteration 8Q: 3 clusters Score -302663 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -302705.812500 Penalty: 2561.997559
	Iteration 9Q: 3 clusters Score -302705.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -302747.093750 Penalty: 2561.997559
	Iteration 10Q: 3 clusters Score -302747.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -302794.281250 Penalty: 2561.997559
	Iteration 11Q: 3 clusters Score -302794.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -302829.875000 Penalty: 2561.997559
	Iteration 12Q: 3 clusters Score -302829.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -302870.843750 Penalty: 2561.997559
	Iteration 13Q: 3 clusters Score -302870.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -302906.812500 Penalty: 2561.997559
	Iteration 14Q: 3 clusters Score -302906.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -302934.343750 Penalty: 2561.997559
	Iteration 15Q: 3 clusters Score -302934.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -302957.562500 Penalty: 2561.997559
	Iteration 16Q: 3 clusters Score -302957.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -302973.031250 Penalty: 2561.997559
	Iteration 17Q: 3 clusters Score -302973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -302986.593750 Penalty: 2561.997559
	Iteration 18Q: 3 clusters Score -302986.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -303001.531250 Penalty: 2561.997559
	Iteration 19Q: 3 clusters Score -303001.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -303014.375000 Penalty: 2561.997559
	Iteration 20F: 3 clusters Score -303014.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -303020.937500 Penalty: 2561.997559
	Iteration 21Q: 3 clusters Score -303020.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -303026.125000 Penalty: 2561.997559
	Iteration 22Q: 3 clusters Score -303026.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -303030.250000 Penalty: 2561.997559
	Iteration 23Q: 3 clusters Score -303030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -303033.500000 Penalty: 2561.997559
	Iteration 24Q: 3 clusters Score -303033.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -303035.312500 Penalty: 2561.997559
	Iteration 25Q: 3 clusters Score -303035.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -303035.625000 Penalty: 2561.997559
	Iteration 26Q: 3 clusters Score -303035.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -303036.781250 Penalty: 2561.997559
	Iteration 27Q: 3 clusters Score -303036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -303036.781250 Penalty: 2561.997559
	Iteration 28F: 3 clusters Score -303036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -13371.154297 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -13371.15 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 102 members 
Entering Unmasked Estep 
Score: -12664.415039 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -12664.42 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12819.681641 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -12819.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -12836.112305 Penalty: 1715.387329
	Iteration 2Q: 3 clusters Score -12836.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -12862.614258 Penalty: 1715.387329
	Iteration 3Q: 3 clusters Score -12862.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -12877.606445 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -12877.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12902.177734 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -12902.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12910.869141 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -12910.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -12916.061523 Penalty: 1715.387329
	Iteration 7Q: 3 clusters Score -12916.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12919.402344 Penalty: 1715.387329
	Iteration 8Q: 3 clusters Score -12919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -12919.402344 Penalty: 1715.387329
	Iteration 9F: 3 clusters Score -12919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -94628.843750 Penalty: 1098.379028
	Iteration 0F: 2 clusters Score -94628.84 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 444 members 
Entering Unmasked Estep 
Score: -93271.281250 Penalty: 2196.758057
	Iteration 0F: 3 clusters Score -93271.28 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93522.179688 Penalty: 2196.758057
	Iteration 1F: 3 clusters Score -93522.18 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -93614.828125 Penalty: 2196.758057
	Iteration 2F: 3 clusters Score -93614.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -93671.765625 Penalty: 2196.758057
	Iteration 3F: 3 clusters Score -93671.77 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -93716.843750 Penalty: 2196.758057
	Iteration 4Q: 3 clusters Score -93716.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -93750.945312 Penalty: 2196.758057
	Iteration 5Q: 3 clusters Score -93750.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -93778.695312 Penalty: 2196.758057
	Iteration 6Q: 3 clusters Score -93778.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93796.617188 Penalty: 2196.758057
	Iteration 7Q: 3 clusters Score -93796.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -93820.093750 Penalty: 2196.758057
	Iteration 8Q: 3 clusters Score -93820.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93828.984375 Penalty: 2196.758057
	Iteration 9Q: 3 clusters Score -93828.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -93836.890625 Penalty: 2196.758057
	Iteration 10Q: 3 clusters Score -93836.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -93848.460938 Penalty: 2196.758057
	Iteration 11Q: 3 clusters Score -93848.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93859.015625 Penalty: 2196.758057
	Iteration 12Q: 3 clusters Score -93859.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -93861.804688 Penalty: 2196.758057
	Iteration 13Q: 3 clusters Score -93861.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93862.554688 Penalty: 2196.758057
	Iteration 14Q: 3 clusters Score -93862.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -93862.554688 Penalty: 2196.758057
	Iteration 15F: 3 clusters Score -93862.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -61924.351562 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -61924.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -60932.054688 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -60932.05 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61019.933594 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -61019.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61050.339844 Penalty: 1924.512939
	Iteration 2Q: 3 clusters Score -61050.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61062.574219 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -61062.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61069.890625 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -61069.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61071.058594 Penalty: 1924.512939
	Iteration 5Q: 3 clusters Score -61071.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61071.058594 Penalty: 1924.512939
	Iteration 6F: 3 clusters Score -61071.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -168743.843750 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -168743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -166936.937500 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -166936.9 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -167306.953125 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -167307 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -167395.640625 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -167395.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -167439.078125 Penalty: 2380.030518
	Iteration 3Q: 3 clusters Score -167439.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -167469.687500 Penalty: 2380.030518
	Iteration 4Q: 3 clusters Score -167469.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -167504.296875 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -167504.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -167560.062500 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -167560.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -167619.625000 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -167619.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -167669.484375 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -167669.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -167718.484375 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -167718.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167774.218750 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -167774.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -167826.281250 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -167826.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -167860.843750 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -167860.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -167888.640625 Penalty: 2380.030518
	Iteration 13Q: 3 clusters Score -167888.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -167906.890625 Penalty: 2380.030518
	Iteration 14Q: 3 clusters Score -167906.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -167921.250000 Penalty: 2380.030518
	Iteration 15Q: 3 clusters Score -167921.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -167931.984375 Penalty: 2380.030518
	Iteration 16Q: 3 clusters Score -167932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -167943.984375 Penalty: 2380.030518
	Iteration 17Q: 3 clusters Score -167944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -167948.593750 Penalty: 2380.030518
	Iteration 18Q: 3 clusters Score -167948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -167956.625000 Penalty: 2380.030518
	Iteration 19Q: 3 clusters Score -167956.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -167973.109375 Penalty: 2380.030518
	Iteration 20F: 3 clusters Score -167973.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -167983.234375 Penalty: 2380.030518
	Iteration 21Q: 3 clusters Score -167983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -167989.656250 Penalty: 2380.030518
	Iteration 22Q: 3 clusters Score -167989.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -167994.015625 Penalty: 2380.030518
	Iteration 23Q: 3 clusters Score -167994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -167996.890625 Penalty: 2380.030518
	Iteration 24Q: 3 clusters Score -167996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -168000.406250 Penalty: 2380.030518
	Iteration 25Q: 3 clusters Score -168000.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -168005.125000 Penalty: 2380.030518
	Iteration 26Q: 3 clusters Score -168005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -168005.546875 Penalty: 2380.030518
	Iteration 27Q: 3 clusters Score -168005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -168005.546875 Penalty: 2380.030518
	Iteration 28F: 3 clusters Score -168005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (29938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Entering Unmasked Estep 
Score: -3442307.500000 Penalty: 1674.868652
	Iteration 0F: 2 clusters Score -3442308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3422216.500000 Penalty: 3349.737305
	Iteration 0F: 3 clusters Score -3422216 nChanged 13789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3429957.000000 Penalty: 3349.737305
	Iteration 1F: 3 clusters Score -3429957 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -3430350.000000 Penalty: 3349.737305
	Iteration 2Q: 3 clusters Score -3430350 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -3430887.250000 Penalty: 3349.737305
	Iteration 3Q: 3 clusters Score -3430887 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3431580.500000 Penalty: 3349.737305
	Iteration 4Q: 3 clusters Score -3431580 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3432358.000000 Penalty: 3349.737305
	Iteration 5Q: 3 clusters Score -3432358 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -3433224.250000 Penalty: 3349.737305
	Iteration 6Q: 3 clusters Score -3433224 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3434082.000000 Penalty: 3349.737305
	Iteration 7F: 3 clusters Score -3434082 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -3435011.250000 Penalty: 3349.737305
	Iteration 8F: 3 clusters Score -3435011 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -3435931.250000 Penalty: 3349.737305
	Iteration 9Q: 3 clusters Score -3435931 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3436794.250000 Penalty: 3349.737305
	Iteration 10Q: 3 clusters Score -3436794 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3437613.750000 Penalty: 3349.737305
	Iteration 11Q: 3 clusters Score -3437614 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -3438408.250000 Penalty: 3349.737305
	Iteration 12Q: 3 clusters Score -3438408 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3439190.750000 Penalty: 3349.737305
	Iteration 13Q: 3 clusters Score -3439191 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3439925.750000 Penalty: 3349.737305
	Iteration 14Q: 3 clusters Score -3439926 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -3440737.500000 Penalty: 3349.737305
	Iteration 15Q: 3 clusters Score -3440738 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -3441440.250000 Penalty: 3349.737305
	Iteration 16Q: 3 clusters Score -3441440 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3442023.500000 Penalty: 3349.737305
	Iteration 17Q: 3 clusters Score -3442024 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3442269.250000 Penalty: 3349.737305
	Iteration 18Q: 3 clusters Score -3442269 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3442384.500000 Penalty: 3349.737305
	Iteration 19Q: 3 clusters Score -3442384 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3442444.250000 Penalty: 3349.737305
	Iteration 20F: 3 clusters Score -3442444 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -3442470.250000 Penalty: 3349.737305
	Iteration 21Q: 3 clusters Score -3442470 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3442476.750000 Penalty: 3349.737305
	Iteration 22Q: 3 clusters Score -3442477 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26894 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -3442490.750000 Penalty: 3349.737305
	Iteration 23Q: 3 clusters Score -3442491 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3442498.750000 Penalty: 3349.737305
	Iteration 24Q: 3 clusters Score -3442499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -3442505.750000 Penalty: 3349.737305
	Iteration 25Q: 3 clusters Score -3442506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3442505.500000 Penalty: 3349.737305
	Iteration 26Q: 3 clusters Score -3442506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3442507.250000 Penalty: 3349.737305
	Iteration 27Q: 3 clusters Score -3442507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -3442507.250000 Penalty: 3349.737305
	Iteration 28F: 3 clusters Score -3442507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 87133 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6171 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 26960 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Mstep: Class 50 contains 6718 members 
Mstep: Class 51 contains 2978 members 
Entering Unmasked Estep 
Score: -40147368.000000 Penalty: 106066.828125
Splitting cluster 47 changes total score from -40147396.000000 to -40147368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -58366.300781 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -58366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57377.511719 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -57377.51 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57516.800781 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -57516.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57560.273438 Penalty: 1934.804077
	Iteration 2F: 3 clusters Score -57560.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57594.804688 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -57594.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57605.292969 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -57605.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57617.609375 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -57617.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57624.429688 Penalty: 1934.804077
	Iteration 6Q: 3 clusters Score -57624.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57628.917969 Penalty: 1934.804077
	Iteration 7Q: 3 clusters Score -57628.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57633.308594 Penalty: 1934.804077
	Iteration 8Q: 3 clusters Score -57633.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57635.691406 Penalty: 1934.804077
	Iteration 9Q: 3 clusters Score -57635.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -57635.691406 Penalty: 1934.804077
	Iteration 10F: 3 clusters Score -57635.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -230572.125000 Penalty: 1237.165283
	Iteration 0F: 2 clusters Score -230572.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -228459.343750 Penalty: 2474.330566
	Iteration 0F: 3 clusters Score -228459.3 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228925.687500 Penalty: 2474.330566
	Iteration 1F: 3 clusters Score -228925.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229018.312500 Penalty: 2474.330566
	Iteration 2F: 3 clusters Score -229018.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229066.703125 Penalty: 2474.330566
	Iteration 3Q: 3 clusters Score -229066.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229093.156250 Penalty: 2474.330566
	Iteration 4Q: 3 clusters Score -229093.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229111.875000 Penalty: 2474.330566
	Iteration 5Q: 3 clusters Score -229111.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229127.437500 Penalty: 2474.330566
	Iteration 6Q: 3 clusters Score -229127.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229141.859375 Penalty: 2474.330566
	Iteration 7Q: 3 clusters Score -229141.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229156.515625 Penalty: 2474.330566
	Iteration 8Q: 3 clusters Score -229156.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229164.687500 Penalty: 2474.330566
	Iteration 9Q: 3 clusters Score -229164.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229176.546875 Penalty: 2474.330566
	Iteration 10Q: 3 clusters Score -229176.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229188.343750 Penalty: 2474.330566
	Iteration 11Q: 3 clusters Score -229188.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229200.859375 Penalty: 2474.330566
	Iteration 12Q: 3 clusters Score -229200.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229212.734375 Penalty: 2474.330566
	Iteration 13Q: 3 clusters Score -229212.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229222.671875 Penalty: 2474.330566
	Iteration 14Q: 3 clusters Score -229222.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229228.578125 Penalty: 2474.330566
	Iteration 15Q: 3 clusters Score -229228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229233.812500 Penalty: 2474.330566
	Iteration 16Q: 3 clusters Score -229233.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229237.812500 Penalty: 2474.330566
	Iteration 17Q: 3 clusters Score -229237.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229241.156250 Penalty: 2474.330566
	Iteration 18Q: 3 clusters Score -229241.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229243.515625 Penalty: 2474.330566
	Iteration 19Q: 3 clusters Score -229243.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229246.281250 Penalty: 2474.330566
	Iteration 20F: 3 clusters Score -229246.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229250.296875 Penalty: 2474.330566
	Iteration 21Q: 3 clusters Score -229250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -229253.812500 Penalty: 2474.330566
	Iteration 22Q: 3 clusters Score -229253.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229257.484375 Penalty: 2474.330566
	Iteration 23Q: 3 clusters Score -229257.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -229259.718750 Penalty: 2474.330566
	Iteration 24Q: 3 clusters Score -229259.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229262.812500 Penalty: 2474.330566
	Iteration 25Q: 3 clusters Score -229262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229266.859375 Penalty: 2474.330566
	Iteration 26Q: 3 clusters Score -229266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229269.437500 Penalty: 2474.330566
	Iteration 27Q: 3 clusters Score -229269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229272.234375 Penalty: 2474.330566
	Iteration 28Q: 3 clusters Score -229272.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229274.078125 Penalty: 2474.330566
	Iteration 29Q: 3 clusters Score -229274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229276.437500 Penalty: 2474.330566
	Iteration 30Q: 3 clusters Score -229276.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229277.593750 Penalty: 2474.330566
	Iteration 31Q: 3 clusters Score -229277.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229278.750000 Penalty: 2474.330566
	Iteration 32Q: 3 clusters Score -229278.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -229279.046875 Penalty: 2474.330566
	Iteration 33Q: 3 clusters Score -229279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229279.265625 Penalty: 2474.330566
	Iteration 34Q: 3 clusters Score -229279.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -229280.656250 Penalty: 2474.330566
	Iteration 35Q: 3 clusters Score -229280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -229282.218750 Penalty: 2474.330566
	Iteration 36Q: 3 clusters Score -229282.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -229284.062500 Penalty: 2474.330566
	Iteration 37Q: 3 clusters Score -229284.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -229287.156250 Penalty: 2474.330566
	Iteration 38Q: 3 clusters Score -229287.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229291.140625 Penalty: 2474.330566
	Iteration 39Q: 3 clusters Score -229291.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -229295.671875 Penalty: 2474.330566
	Iteration 40F: 3 clusters Score -229295.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229300.296875 Penalty: 2474.330566
	Iteration 41Q: 3 clusters Score -229300.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229304.015625 Penalty: 2474.330566
	Iteration 42Q: 3 clusters Score -229304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229307.031250 Penalty: 2474.330566
	Iteration 43Q: 3 clusters Score -229307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -229310.453125 Penalty: 2474.330566
	Iteration 44Q: 3 clusters Score -229310.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -229313.265625 Penalty: 2474.330566
	Iteration 45Q: 3 clusters Score -229313.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -229315.718750 Penalty: 2474.330566
	Iteration 46Q: 3 clusters Score -229315.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229320.421875 Penalty: 2474.330566
	Iteration 47Q: 3 clusters Score -229320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229323.281250 Penalty: 2474.330566
	Iteration 48Q: 3 clusters Score -229323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229324.281250 Penalty: 2474.330566
	Iteration 49Q: 3 clusters Score -229324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -229324.656250 Penalty: 2474.330566
	Iteration 50Q: 3 clusters Score -229324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229324.734375 Penalty: 2474.330566
	Iteration 51Q: 3 clusters Score -229324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -229324.734375 Penalty: 2474.330566
	Iteration 52F: 3 clusters Score -229324.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 87133 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44102 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5018 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13793 members 
Mstep: Class 14 contains 1098 members 
Mstep: Class 15 contains 18079 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6083 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16513 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9043 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2582 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8215 members 
Mstep: Class 35 contains 8683 members 
Mstep: Class 36 contains 6171 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1009 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29938 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147648.000000 Penalty: 103987.085938
Iteration 199Q: 51 clusters Score -4.014765e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 87134 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4308 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5021 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13820 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18082 members 
Mstep: Class 16 contains 1877 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4536 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16565 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9047 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2585 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8229 members 
Mstep: Class 35 contains 8703 members 
Mstep: Class 36 contains 6220 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1010 members 
Mstep: Class 40 contains 1145 members 
Mstep: Class 41 contains 1800 members 
Mstep: Class 42 contains 2652 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29990 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Mstep: Class 50 contains 6441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147796.000000 Penalty: 103987.085938
Iteration 200F: 51 clusters Score -4.01478e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 87147 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44098 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4301 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 5003 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 13819 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18070 members 
Mstep: Class 16 contains 1878 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 6116 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4535 members 
Mstep: Class 23 contains 6356 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16580 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1410 members 
Mstep: Class 29 contains 9646 members 
Mstep: Class 30 contains 9047 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8205 members 
Mstep: Class 35 contains 8693 members 
Mstep: Class 36 contains 6159 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1011 members 
Mstep: Class 40 contains 1143 members 
Mstep: Class 41 contains 1802 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29969 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Mstep: Class 50 contains 6590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147840.000000 Penalty: 103987.085938
Iteration 201Q: 51 clusters Score -4.014784e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 87157 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44103 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4995 members 
Mstep: Class 12 contains 1747 members 
Mstep: Class 13 contains 13828 members 
Mstep: Class 14 contains 1104 members 
Mstep: Class 15 contains 18064 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4117 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4533 members 
Mstep: Class 23 contains 6357 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16577 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1411 members 
Mstep: Class 29 contains 9647 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8187 members 
Mstep: Class 35 contains 8694 members 
Mstep: Class 36 contains 6129 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1012 members 
Mstep: Class 40 contains 1140 members 
Mstep: Class 41 contains 1803 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29939 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Mstep: Class 50 contains 6658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147872.000000 Penalty: 103987.085938
Iteration 202Q: 51 clusters Score -4.014787e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 87161 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44101 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4992 members 
Mstep: Class 12 contains 1750 members 
Mstep: Class 13 contains 13839 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 18062 members 
Mstep: Class 16 contains 1888 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16574 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9048 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8182 members 
Mstep: Class 35 contains 8692 members 
Mstep: Class 36 contains 6121 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2235 members 
Mstep: Class 39 contains 1014 members 
Mstep: Class 40 contains 1136 members 
Mstep: Class 41 contains 1804 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29918 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Mstep: Class 50 contains 6683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147916.000000 Penalty: 103987.085938
Iteration 203Q: 51 clusters Score -4.014792e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87171 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3609 members 
Mstep: Class 5 contains 44104 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4987 members 
Mstep: Class 12 contains 1752 members 
Mstep: Class 13 contains 13851 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 18060 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16570 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9048 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8172 members 
Mstep: Class 35 contains 8691 members 
Mstep: Class 36 contains 6118 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1014 members 
Mstep: Class 40 contains 1135 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29896 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Mstep: Class 50 contains 6695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147924.000000 Penalty: 103987.085938
Iteration 204Q: 51 clusters Score -4.014792e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87178 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4984 members 
Mstep: Class 12 contains 1753 members 
Mstep: Class 13 contains 13858 members 
Mstep: Class 14 contains 1105 members 
Mstep: Class 15 contains 18061 members 
Mstep: Class 16 contains 1899 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 6115 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16569 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9050 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8157 members 
Mstep: Class 35 contains 8682 members 
Mstep: Class 36 contains 6118 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1015 members 
Mstep: Class 40 contains 1135 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29873 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Mstep: Class 50 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147988.000000 Penalty: 103987.085938
Iteration 205Q: 51 clusters Score -4.014799e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87182 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44110 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4982 members 
Mstep: Class 12 contains 1755 members 
Mstep: Class 13 contains 13866 members 
Mstep: Class 14 contains 1103 members 
Mstep: Class 15 contains 18061 members 
Mstep: Class 16 contains 1904 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8150 members 
Mstep: Class 35 contains 8676 members 
Mstep: Class 36 contains 6120 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29857 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Mstep: Class 50 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148000.000000 Penalty: 103987.085938
Iteration 206Q: 51 clusters Score -4.0148e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87186 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20558 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4980 members 
Mstep: Class 12 contains 1757 members 
Mstep: Class 13 contains 13874 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18059 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 6119 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16573 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2577 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8146 members 
Mstep: Class 35 contains 8674 members 
Mstep: Class 36 contains 6125 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29846 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Mstep: Class 50 contains 6713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148008.000000 Penalty: 103987.085938
Iteration 207Q: 51 clusters Score -4.014801e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87196 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44106 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20559 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1758 members 
Mstep: Class 13 contains 13880 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18058 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 6120 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16571 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9051 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8144 members 
Mstep: Class 35 contains 8673 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29829 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2024 members 
Mstep: Class 50 contains 6726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148028.000000 Penalty: 103987.085938
Iteration 208Q: 51 clusters Score -4.014803e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87209 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3610 members 
Mstep: Class 5 contains 44105 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 584 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 13881 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18055 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6359 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16567 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9648 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8141 members 
Mstep: Class 35 contains 8674 members 
Mstep: Class 36 contains 6122 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1016 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29816 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2025 members 
Mstep: Class 50 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147996.000000 Penalty: 103987.085938
Iteration 209Q: 51 clusters Score -4.0148e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87214 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44105 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1759 members 
Mstep: Class 13 contains 13890 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18055 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6360 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16564 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9052 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8135 members 
Mstep: Class 35 contains 8672 members 
Mstep: Class 36 contains 6120 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29803 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148048.000000 Penalty: 103987.085938
Iteration 210Q: 51 clusters Score -4.014805e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87217 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44106 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1760 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4125 members 
Mstep: Class 19 contains 6118 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2011 members 
Mstep: Class 25 contains 16563 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9055 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8131 members 
Mstep: Class 35 contains 8671 members 
Mstep: Class 36 contains 6119 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29794 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148084.000000 Penalty: 103987.085938
Iteration 211Q: 51 clusters Score -4.014808e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87224 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44106 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1762 members 
Mstep: Class 13 contains 13890 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4124 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 970 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2012 members 
Mstep: Class 25 contains 16562 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9055 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8128 members 
Mstep: Class 35 contains 8670 members 
Mstep: Class 36 contains 6119 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1017 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29786 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148092.000000 Penalty: 103987.085938
Iteration 212Q: 51 clusters Score -4.014809e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87229 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44106 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13891 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 969 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4532 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16562 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9056 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2576 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8126 members 
Mstep: Class 35 contains 8669 members 
Mstep: Class 36 contains 6120 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1018 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29780 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148124.000000 Penalty: 103987.085938
Iteration 213Q: 51 clusters Score -4.014812e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87233 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 968 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16561 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9057 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8125 members 
Mstep: Class 35 contains 8668 members 
Mstep: Class 36 contains 6120 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29776 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148100.000000 Penalty: 103987.085938
Iteration 214Q: 51 clusters Score -4.01481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87239 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 967 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16562 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8125 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6121 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1019 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29769 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148080.000000 Penalty: 103987.085938
Iteration 215Q: 51 clusters Score -4.014808e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87242 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18057 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16563 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8123 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29764 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148092.000000 Penalty: 103987.085938
Iteration 216Q: 51 clusters Score -4.014809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87243 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13892 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18056 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16562 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8121 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29760 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148076.000000 Penalty: 103987.085938
Iteration 217Q: 51 clusters Score -4.014808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 87249 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13896 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18053 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4119 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4341 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16561 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1413 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8119 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6124 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29754 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148120.000000 Penalty: 103987.085938
Iteration 218Q: 51 clusters Score -4.014812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87254 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4296 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13898 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2014 members 
Mstep: Class 25 contains 16559 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2575 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8120 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1807 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29747 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148124.000000 Penalty: 103987.085938
Iteration 219Q: 51 clusters Score -4.014812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87258 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 44107 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13901 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4120 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8120 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6122 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29739 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148136.000000 Penalty: 103987.085938
Iteration 220F: 51 clusters Score -4.014814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87260 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8120 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6121 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29734 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148096.000000 Penalty: 103987.085938
Iteration 221Q: 51 clusters Score -4.01481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87261 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4121 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8119 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6121 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29733 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148108.000000 Penalty: 103987.085938
Iteration 222Q: 51 clusters Score -4.014811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87262 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18052 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4122 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8119 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6121 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29731 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148108.000000 Penalty: 103987.085938
Iteration 223Q: 51 clusters Score -4.014811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87262 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6361 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8119 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6122 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29730 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148112.000000 Penalty: 103987.085938
Iteration 224Q: 51 clusters Score -4.014811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87262 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8118 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6122 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29730 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148112.000000 Penalty: 103987.085938
Iteration 225Q: 51 clusters Score -4.014811e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87262 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8117 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29730 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148108.000000 Penalty: 103987.085938
Iteration 226Q: 51 clusters Score -4.014811e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87262 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8117 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 29730 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148108.000000 Penalty: 103987.085938
Iteration 227F: 51 clusters Score -4.014811e+07 nChanged 0
Entering ConstructFrom: 
Score: -40148108.000000 Penalty: 103987.085938
Entering ConstructFrom: 
Trying to split cluster 1 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -336603.437500 Penalty: 1316.128296
	Iteration 0F: 2 clusters Score -336603.4 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 1633 members 
Entering Unmasked Estep 
Score: -333723.312500 Penalty: 2632.256592
	Iteration 0F: 3 clusters Score -333723.3 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -334561.937500 Penalty: 2632.256592
	Iteration 1F: 3 clusters Score -334561.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -334780.281250 Penalty: 2632.256592
	Iteration 2F: 3 clusters Score -334780.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -334984.593750 Penalty: 2632.256592
	Iteration 3F: 3 clusters Score -334984.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -335135.812500 Penalty: 2632.256592
	Iteration 4F: 3 clusters Score -335135.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -335244.156250 Penalty: 2632.256592
	Iteration 5Q: 3 clusters Score -335244.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -335310.750000 Penalty: 2632.256592
	Iteration 6Q: 3 clusters Score -335310.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -335348.156250 Penalty: 2632.256592
	Iteration 7Q: 3 clusters Score -335348.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -335375.656250 Penalty: 2632.256592
	Iteration 8Q: 3 clusters Score -335375.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335408.875000 Penalty: 2632.256592
	Iteration 9Q: 3 clusters Score -335408.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -335442.406250 Penalty: 2632.256592
	Iteration 10Q: 3 clusters Score -335442.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -335475.406250 Penalty: 2632.256592
	Iteration 11Q: 3 clusters Score -335475.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -335497.687500 Penalty: 2632.256592
	Iteration 12Q: 3 clusters Score -335497.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -335522.937500 Penalty: 2632.256592
	Iteration 13Q: 3 clusters Score -335522.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -335538.468750 Penalty: 2632.256592
	Iteration 14Q: 3 clusters Score -335538.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -335552.500000 Penalty: 2632.256592
	Iteration 15Q: 3 clusters Score -335552.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -335558.656250 Penalty: 2632.256592
	Iteration 16Q: 3 clusters Score -335558.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -335563.250000 Penalty: 2632.256592
	Iteration 17Q: 3 clusters Score -335563.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -335564.843750 Penalty: 2632.256592
	Iteration 18Q: 3 clusters Score -335564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -335564.593750 Penalty: 2632.256592
	Iteration 19Q: 3 clusters Score -335564.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -335564.593750 Penalty: 2632.256592
	Iteration 20F: 3 clusters Score -335564.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (87262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Entering Unmasked Estep 
Score: -10006684.000000 Penalty: 1848.708984
	Iteration 0F: 2 clusters Score -1.000668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43562 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -9948540.000000 Penalty: 3697.417969
	Iteration 0F: 3 clusters Score -9948540 nChanged 41570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -9972896.000000 Penalty: 3697.417969
	Iteration 1F: 3 clusters Score -9972896 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 46163 members 
Entering Unmasked Estep 
Score: -9973847.000000 Penalty: 3697.417969
	Iteration 2Q: 3 clusters Score -9973847 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -9975049.000000 Penalty: 3697.417969
	Iteration 3Q: 3 clusters Score -9975049 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -9976731.000000 Penalty: 3697.417969
	Iteration 4Q: 3 clusters Score -9976731 nChanged 4784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -9979200.000000 Penalty: 3697.417969
	Iteration 5F: 3 clusters Score -9979200 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 58785 members 
Entering Unmasked Estep 
Score: -9982526.000000 Penalty: 3697.417969
	Iteration 6F: 3 clusters Score -9982526 nChanged 5756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 63965 members 
Entering Unmasked Estep 
Score: -9986781.000000 Penalty: 3697.417969
	Iteration 7F: 3 clusters Score -9986781 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 69174 members 
Entering Unmasked Estep 
Score: -9991513.000000 Penalty: 3697.417969
	Iteration 8F: 3 clusters Score -9991513 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 73609 members 
Entering Unmasked Estep 
Score: -9995696.000000 Penalty: 3697.417969
	Iteration 9F: 3 clusters Score -9995696 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 76790 members 
Entering Unmasked Estep 
Score: -9998558.000000 Penalty: 3697.417969
	Iteration 10Q: 3 clusters Score -9998558 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -10000332.000000 Penalty: 3697.417969
	Iteration 11Q: 3 clusters Score -1.000033e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -10001490.000000 Penalty: 3697.417969
	Iteration 12Q: 3 clusters Score -1.000149e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 81895 members 
Entering Unmasked Estep 
Score: -10002424.000000 Penalty: 3697.417969
	Iteration 13Q: 3 clusters Score -1.000242e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -10003144.000000 Penalty: 3697.417969
	Iteration 14Q: 3 clusters Score -1.000314e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 83709 members 
Entering Unmasked Estep 
Score: -10003756.000000 Penalty: 3697.417969
	Iteration 15Q: 3 clusters Score -1.000376e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 84305 members 
Entering Unmasked Estep 
Score: -10004165.000000 Penalty: 3697.417969
	Iteration 16Q: 3 clusters Score -1.000416e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -10004514.000000 Penalty: 3697.417969
	Iteration 17Q: 3 clusters Score -1.000451e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 85047 members 
Entering Unmasked Estep 
Score: -10004687.000000 Penalty: 3697.417969
	Iteration 18Q: 3 clusters Score -1.000469e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 85289 members 
Entering Unmasked Estep 
Score: -10004875.000000 Penalty: 3697.417969
	Iteration 19Q: 3 clusters Score -1.000488e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -10004977.000000 Penalty: 3697.417969
	Iteration 20F: 3 clusters Score -1.000498e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 85609 members 
Entering Unmasked Estep 
Score: -10005036.000000 Penalty: 3697.417969
	Iteration 21Q: 3 clusters Score -1.000504e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 85733 members 
Entering Unmasked Estep 
Score: -10005080.000000 Penalty: 3697.417969
	Iteration 22Q: 3 clusters Score -1.000508e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 85821 members 
Entering Unmasked Estep 
Score: -10005111.000000 Penalty: 3697.417969
	Iteration 23Q: 3 clusters Score -1.000511e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 85896 members 
Entering Unmasked Estep 
Score: -10005164.000000 Penalty: 3697.417969
	Iteration 24Q: 3 clusters Score -1.000516e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 85967 members 
Entering Unmasked Estep 
Score: -10005194.000000 Penalty: 3697.417969
	Iteration 25Q: 3 clusters Score -1.000519e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 86019 members 
Entering Unmasked Estep 
Score: -10005206.000000 Penalty: 3697.417969
	Iteration 26Q: 3 clusters Score -1.000521e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 86066 members 
Entering Unmasked Estep 
Score: -10005216.000000 Penalty: 3697.417969
	Iteration 27Q: 3 clusters Score -1.000522e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 86097 members 
Entering Unmasked Estep 
Score: -10005239.000000 Penalty: 3697.417969
	Iteration 28Q: 3 clusters Score -1.000524e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 86130 members 
Entering Unmasked Estep 
Score: -10005259.000000 Penalty: 3697.417969
	Iteration 29Q: 3 clusters Score -1.000526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 86158 members 
Entering Unmasked Estep 
Score: -10005277.000000 Penalty: 3697.417969
	Iteration 30Q: 3 clusters Score -1.000528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 86177 members 
Entering Unmasked Estep 
Score: -10005266.000000 Penalty: 3697.417969
	Iteration 31Q: 3 clusters Score -1.000527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 86194 members 
Entering Unmasked Estep 
Score: -10005299.000000 Penalty: 3697.417969
	Iteration 32Q: 3 clusters Score -1.00053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 86213 members 
Entering Unmasked Estep 
Score: -10005315.000000 Penalty: 3697.417969
	Iteration 33Q: 3 clusters Score -1.000532e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 86230 members 
Entering Unmasked Estep 
Score: -10005319.000000 Penalty: 3697.417969
	Iteration 34Q: 3 clusters Score -1.000532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 86237 members 
Entering Unmasked Estep 
Score: -10005322.000000 Penalty: 3697.417969
	Iteration 35Q: 3 clusters Score -1.000532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 86244 members 
Entering Unmasked Estep 
Score: -10005328.000000 Penalty: 3697.417969
	Iteration 36Q: 3 clusters Score -1.000533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 86252 members 
Entering Unmasked Estep 
Score: -10005324.000000 Penalty: 3697.417969
	Iteration 37Q: 3 clusters Score -1.000532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -10005326.000000 Penalty: 3697.417969
	Iteration 38Q: 3 clusters Score -1.000533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 86264 members 
Entering Unmasked Estep 
Score: -10005319.000000 Penalty: 3697.417969
	Iteration 39Q: 3 clusters Score -1.000532e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 86268 members 
Entering Unmasked Estep 
Score: -10005319.000000 Penalty: 3697.417969
	Iteration 40F: 3 clusters Score -1.000532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 86270 members 
Entering Unmasked Estep 
Score: -10005325.000000 Penalty: 3697.417969
	Iteration 41Q: 3 clusters Score -1.000532e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -10005322.000000 Penalty: 3697.417969
	Iteration 42Q: 3 clusters Score -1.000532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -10005330.000000 Penalty: 3697.417969
	Iteration 43Q: 3 clusters Score -1.000533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -10005327.000000 Penalty: 3697.417969
	Iteration 44Q: 3 clusters Score -1.000533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 86280 members 
Entering Unmasked Estep 
Score: -10005329.000000 Penalty: 3697.417969
	Iteration 45Q: 3 clusters Score -1.000533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -10005327.000000 Penalty: 3697.417969
	Iteration 46Q: 3 clusters Score -1.000533e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 86282 members 
Entering Unmasked Estep 
Score: -10005331.000000 Penalty: 3697.417969
	Iteration 47Q: 3 clusters Score -1.000533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 86284 members 
Entering Unmasked Estep 
Score: -10005335.000000 Penalty: 3697.417969
	Iteration 48Q: 3 clusters Score -1.000534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 86286 members 
Entering Unmasked Estep 
Score: -10005332.000000 Penalty: 3697.417969
	Iteration 49Q: 3 clusters Score -1.000533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 86288 members 
Entering Unmasked Estep 
Score: -10005334.000000 Penalty: 3697.417969
	Iteration 50Q: 3 clusters Score -1.000533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -10005327.000000 Penalty: 3697.417969
	Iteration 51Q: 3 clusters Score -1.000533e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 86292 members 
Entering Unmasked Estep 
Score: -10005334.000000 Penalty: 3697.417969
	Iteration 52Q: 3 clusters Score -1.000533e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -10005333.000000 Penalty: 3697.417969
	Iteration 53Q: 3 clusters Score -1.000533e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 86301 members 
Entering Unmasked Estep 
Score: -10005325.000000 Penalty: 3697.417969
	Iteration 54Q: 3 clusters Score -1.000532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -10005335.000000 Penalty: 3697.417969
	Iteration 55Q: 3 clusters Score -1.000534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 86312 members 
Entering Unmasked Estep 
Score: -10005335.000000 Penalty: 3697.417969
	Iteration 56Q: 3 clusters Score -1.000534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 86316 members 
Entering Unmasked Estep 
Score: -10005345.000000 Penalty: 3697.417969
	Iteration 57Q: 3 clusters Score -1.000534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 86318 members 
Entering Unmasked Estep 
Score: -10005341.000000 Penalty: 3697.417969
	Iteration 58Q: 3 clusters Score -1.000534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -10005343.000000 Penalty: 3697.417969
	Iteration 59Q: 3 clusters Score -1.000534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 86321 members 
Entering Unmasked Estep 
Score: -10005337.000000 Penalty: 3697.417969
	Iteration 60F: 3 clusters Score -1.000534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 86323 members 
Entering Unmasked Estep 
Score: -10005347.000000 Penalty: 3697.417969
	Iteration 61Q: 3 clusters Score -1.000535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 86326 members 
Entering Unmasked Estep 
Score: -10005347.000000 Penalty: 3697.417969
	Iteration 62Q: 3 clusters Score -1.000535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -10005352.000000 Penalty: 3697.417969
	Iteration 63Q: 3 clusters Score -1.000535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -10005352.000000 Penalty: 3697.417969
	Iteration 64F: 3 clusters Score -1.000535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -236607.171875 Penalty: 1245.532593
	Iteration 0F: 2 clusters Score -236607.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -234485.156250 Penalty: 2491.065186
	Iteration 0F: 3 clusters Score -234485.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -235051.484375 Penalty: 2491.065186
	Iteration 1F: 3 clusters Score -235051.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -235231.546875 Penalty: 2491.065186
	Iteration 2F: 3 clusters Score -235231.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -235388.828125 Penalty: 2491.065186
	Iteration 3F: 3 clusters Score -235388.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -235553.984375 Penalty: 2491.065186
	Iteration 4F: 3 clusters Score -235554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -235713.375000 Penalty: 2491.065186
	Iteration 5F: 3 clusters Score -235713.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -235818.031250 Penalty: 2491.065186
	Iteration 6Q: 3 clusters Score -235818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -235905.421875 Penalty: 2491.065186
	Iteration 7Q: 3 clusters Score -235905.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -235969.031250 Penalty: 2491.065186
	Iteration 8Q: 3 clusters Score -235969 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -236011.703125 Penalty: 2491.065186
	Iteration 9Q: 3 clusters Score -236011.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -236054.812500 Penalty: 2491.065186
	Iteration 10Q: 3 clusters Score -236054.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -236078.984375 Penalty: 2491.065186
	Iteration 11Q: 3 clusters Score -236079 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -236093.515625 Penalty: 2491.065186
	Iteration 12Q: 3 clusters Score -236093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -236101.765625 Penalty: 2491.065186
	Iteration 13Q: 3 clusters Score -236101.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -236104.671875 Penalty: 2491.065186
	Iteration 14Q: 3 clusters Score -236104.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -236107.593750 Penalty: 2491.065186
	Iteration 15Q: 3 clusters Score -236107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -236109.281250 Penalty: 2491.065186
	Iteration 16Q: 3 clusters Score -236109.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -236110.578125 Penalty: 2491.065186
	Iteration 17Q: 3 clusters Score -236110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -236112.125000 Penalty: 2491.065186
	Iteration 18Q: 3 clusters Score -236112.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -236112.125000 Penalty: 2491.065186
	Iteration 19F: 3 clusters Score -236112.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -412694.437500 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -412694.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -409639.687500 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -409639.7 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -410490.843750 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -410490.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -410695.562500 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -410695.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -410832.875000 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -410832.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -410921.562500 Penalty: 2662.315430
	Iteration 4Q: 3 clusters Score -410921.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -411011.843750 Penalty: 2662.315430
	Iteration 5Q: 3 clusters Score -411011.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -411078.812500 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -411078.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -411135.875000 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -411135.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -411183.125000 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -411183.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -411224.531250 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -411224.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -411269.531250 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -411269.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -411320.093750 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -411320.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -411362.750000 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -411362.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -411395.062500 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -411395.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -411426.531250 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -411426.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -411447.156250 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -411447.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -411459.937500 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -411459.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -411467.406250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -411467.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -411473.312500 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -411473.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -411477.375000 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -411477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -411480.625000 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -411480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -411484.312500 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -411484.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -411487.843750 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -411487.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -411488.812500 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -411488.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -411490.000000 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -411490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -411490.625000 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -411490.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -411490.625000 Penalty: 2662.315430
	Iteration 26F: 3 clusters Score -411490.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Entering Unmasked Estep 
Score: -5145101.500000 Penalty: 1737.843018
	Iteration 0F: 2 clusters Score -5145102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -5115799.000000 Penalty: 3475.686035
	Iteration 0F: 3 clusters Score -5115799 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5127300.000000 Penalty: 3475.686035
	Iteration 1F: 3 clusters Score -5127300 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5128073.000000 Penalty: 3475.686035
	Iteration 2Q: 3 clusters Score -5128073 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -5129056.000000 Penalty: 3475.686035
	Iteration 3Q: 3 clusters Score -5129056 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -5130247.500000 Penalty: 3475.686035
	Iteration 4F: 3 clusters Score -5130248 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -5131769.500000 Penalty: 3475.686035
	Iteration 5F: 3 clusters Score -5131770 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5133611.500000 Penalty: 3475.686035
	Iteration 6F: 3 clusters Score -5133612 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -5135716.000000 Penalty: 3475.686035
	Iteration 7F: 3 clusters Score -5135716 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -5137679.500000 Penalty: 3475.686035
	Iteration 8F: 3 clusters Score -5137680 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -5139130.000000 Penalty: 3475.686035
	Iteration 9F: 3 clusters Score -5139130 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -5139961.500000 Penalty: 3475.686035
	Iteration 10Q: 3 clusters Score -5139962 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -5140504.000000 Penalty: 3475.686035
	Iteration 11Q: 3 clusters Score -5140504 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31247 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -5140813.000000 Penalty: 3475.686035
	Iteration 12Q: 3 clusters Score -5140813 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -5141091.000000 Penalty: 3475.686035
	Iteration 13Q: 3 clusters Score -5141091 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32500 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -5141348.000000 Penalty: 3475.686035
	Iteration 14Q: 3 clusters Score -5141348 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5141564.000000 Penalty: 3475.686035
	Iteration 15Q: 3 clusters Score -5141564 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -5141774.500000 Penalty: 3475.686035
	Iteration 16Q: 3 clusters Score -5141774 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -5141929.500000 Penalty: 3475.686035
	Iteration 17Q: 3 clusters Score -5141930 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -5142125.000000 Penalty: 3475.686035
	Iteration 18Q: 3 clusters Score -5142125 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -5142268.500000 Penalty: 3475.686035
	Iteration 19Q: 3 clusters Score -5142268 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -5142413.000000 Penalty: 3475.686035
	Iteration 20F: 3 clusters Score -5142413 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -5142555.500000 Penalty: 3475.686035
	Iteration 21Q: 3 clusters Score -5142556 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -5142670.000000 Penalty: 3475.686035
	Iteration 22Q: 3 clusters Score -5142670 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -5142799.000000 Penalty: 3475.686035
	Iteration 23Q: 3 clusters Score -5142799 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5142933.000000 Penalty: 3475.686035
	Iteration 24Q: 3 clusters Score -5142933 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5143066.500000 Penalty: 3475.686035
	Iteration 25Q: 3 clusters Score -5143066 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -5143157.000000 Penalty: 3475.686035
	Iteration 26Q: 3 clusters Score -5143157 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -5143257.500000 Penalty: 3475.686035
	Iteration 27Q: 3 clusters Score -5143258 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5143340.500000 Penalty: 3475.686035
	Iteration 28Q: 3 clusters Score -5143340 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5143443.500000 Penalty: 3475.686035
	Iteration 29Q: 3 clusters Score -5143444 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5143537.500000 Penalty: 3475.686035
	Iteration 30Q: 3 clusters Score -5143538 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -5143608.000000 Penalty: 3475.686035
	Iteration 31Q: 3 clusters Score -5143608 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5143672.000000 Penalty: 3475.686035
	Iteration 32Q: 3 clusters Score -5143672 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5143728.500000 Penalty: 3475.686035
	Iteration 33Q: 3 clusters Score -5143728 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5143772.500000 Penalty: 3475.686035
	Iteration 34Q: 3 clusters Score -5143772 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -5143798.000000 Penalty: 3475.686035
	Iteration 35Q: 3 clusters Score -5143798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -5143815.500000 Penalty: 3475.686035
	Iteration 36Q: 3 clusters Score -5143816 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -5143842.000000 Penalty: 3475.686035
	Iteration 37Q: 3 clusters Score -5143842 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -5143877.500000 Penalty: 3475.686035
	Iteration 38Q: 3 clusters Score -5143878 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -5143904.000000 Penalty: 3475.686035
	Iteration 39Q: 3 clusters Score -5143904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -5143913.000000 Penalty: 3475.686035
	Iteration 40F: 3 clusters Score -5143913 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5143941.000000 Penalty: 3475.686035
	Iteration 41Q: 3 clusters Score -5143941 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -5143940.000000 Penalty: 3475.686035
	Iteration 42Q: 3 clusters Score -5143940 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5143967.500000 Penalty: 3475.686035
	Iteration 43Q: 3 clusters Score -5143968 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5143969.500000 Penalty: 3475.686035
	Iteration 44Q: 3 clusters Score -5143970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5143983.000000 Penalty: 3475.686035
	Iteration 45Q: 3 clusters Score -5143983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5143978.000000 Penalty: 3475.686035
	Iteration 46Q: 3 clusters Score -5143978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5143974.000000 Penalty: 3475.686035
	Iteration 47Q: 3 clusters Score -5143974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -5143981.000000 Penalty: 3475.686035
	Iteration 48Q: 3 clusters Score -5143981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -5143992.000000 Penalty: 3475.686035
	Iteration 49Q: 3 clusters Score -5143992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5143995.500000 Penalty: 3475.686035
	Iteration 50Q: 3 clusters Score -5143996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -5144015.000000 Penalty: 3475.686035
	Iteration 51Q: 3 clusters Score -5144015 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -5144008.500000 Penalty: 3475.686035
	Iteration 52Q: 3 clusters Score -5144008 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5144022.500000 Penalty: 3475.686035
	Iteration 53Q: 3 clusters Score -5144022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -5144032.500000 Penalty: 3475.686035
	Iteration 54Q: 3 clusters Score -5144032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -5144026.500000 Penalty: 3475.686035
	Iteration 55Q: 3 clusters Score -5144026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5144026.500000 Penalty: 3475.686035
	Iteration 56Q: 3 clusters Score -5144026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -5144038.000000 Penalty: 3475.686035
	Iteration 57Q: 3 clusters Score -5144038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5144031.000000 Penalty: 3475.686035
	Iteration 58Q: 3 clusters Score -5144031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5144031.000000 Penalty: 3475.686035
	Iteration 59Q: 3 clusters Score -5144031 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5144032.000000 Penalty: 3475.686035
	Iteration 60F: 3 clusters Score -5144032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -5144034.000000 Penalty: 3475.686035
	Iteration 61Q: 3 clusters Score -5144034 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -5144030.000000 Penalty: 3475.686035
	Iteration 62Q: 3 clusters Score -5144030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5144041.000000 Penalty: 3475.686035
	Iteration 63Q: 3 clusters Score -5144041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5144044.000000 Penalty: 3475.686035
	Iteration 64Q: 3 clusters Score -5144044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5144043.500000 Penalty: 3475.686035
	Iteration 65Q: 3 clusters Score -5144044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -5144044.000000 Penalty: 3475.686035
	Iteration 66Q: 3 clusters Score -5144044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5144042.500000 Penalty: 3475.686035
	Iteration 67Q: 3 clusters Score -5144042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -5144049.500000 Penalty: 3475.686035
	Iteration 68Q: 3 clusters Score -5144050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5144050.000000 Penalty: 3475.686035
	Iteration 69Q: 3 clusters Score -5144050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5144053.500000 Penalty: 3475.686035
	Iteration 70Q: 3 clusters Score -5144054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -5144049.500000 Penalty: 3475.686035
	Iteration 71Q: 3 clusters Score -5144050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5144052.500000 Penalty: 3475.686035
	Iteration 72Q: 3 clusters Score -5144052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5144047.500000 Penalty: 3475.686035
	Iteration 73Q: 3 clusters Score -5144048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -5144048.500000 Penalty: 3475.686035
	Iteration 74Q: 3 clusters Score -5144048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5144044.000000 Penalty: 3475.686035
	Iteration 75Q: 3 clusters Score -5144044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -5144046.000000 Penalty: 3475.686035
	Iteration 76Q: 3 clusters Score -5144046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -5144048.500000 Penalty: 3475.686035
	Iteration 77Q: 3 clusters Score -5144048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5144050.500000 Penalty: 3475.686035
	Iteration 78Q: 3 clusters Score -5144050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5144047.500000 Penalty: 3475.686035
	Iteration 79Q: 3 clusters Score -5144048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5144047.500000 Penalty: 3475.686035
	Iteration 80F: 3 clusters Score -5144048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Entering Unmasked Estep 
Score: -227345.718750 Penalty: 1234.902710
	Iteration 0F: 2 clusters Score -227345.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -225269.312500 Penalty: 2469.805420
	Iteration 0F: 3 clusters Score -225269.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -225725.781250 Penalty: 2469.805420
	Iteration 1F: 3 clusters Score -225725.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -225814.046875 Penalty: 2469.805420
	Iteration 2F: 3 clusters Score -225814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -225854.515625 Penalty: 2469.805420
	Iteration 3Q: 3 clusters Score -225854.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -225884.203125 Penalty: 2469.805420
	Iteration 4Q: 3 clusters Score -225884.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -225899.281250 Penalty: 2469.805420
	Iteration 5Q: 3 clusters Score -225899.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -225910.265625 Penalty: 2469.805420
	Iteration 6Q: 3 clusters Score -225910.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -225920.000000 Penalty: 2469.805420
	Iteration 7Q: 3 clusters Score -225920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -225927.515625 Penalty: 2469.805420
	Iteration 8Q: 3 clusters Score -225927.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -225933.484375 Penalty: 2469.805420
	Iteration 9Q: 3 clusters Score -225933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225936.265625 Penalty: 2469.805420
	Iteration 10Q: 3 clusters Score -225936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -225938.625000 Penalty: 2469.805420
	Iteration 11Q: 3 clusters Score -225938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225939.187500 Penalty: 2469.805420
	Iteration 12Q: 3 clusters Score -225939.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225940.140625 Penalty: 2469.805420
	Iteration 13Q: 3 clusters Score -225940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225940.000000 Penalty: 2469.805420
	Iteration 14Q: 3 clusters Score -225940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -225940.000000 Penalty: 2469.805420
	Iteration 15F: 3 clusters Score -225940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Entering Unmasked Estep 
Score: -2372602.750000 Penalty: 1613.804199
	Iteration 0F: 2 clusters Score -2372603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -2358504.000000 Penalty: 3227.608398
	Iteration 0F: 3 clusters Score -2358504 nChanged 9395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2363736.000000 Penalty: 3227.608398
	Iteration 1F: 3 clusters Score -2363736 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10897 members 
Entering Unmasked Estep 
Score: -2364169.000000 Penalty: 3227.608398
	Iteration 2F: 3 clusters Score -2364169 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -2364592.750000 Penalty: 3227.608398
	Iteration 3Q: 3 clusters Score -2364593 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -2365024.500000 Penalty: 3227.608398
	Iteration 4Q: 3 clusters Score -2365024 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -2365416.750000 Penalty: 3227.608398
	Iteration 5Q: 3 clusters Score -2365417 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -2365790.250000 Penalty: 3227.608398
	Iteration 6Q: 3 clusters Score -2365790 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -2366141.000000 Penalty: 3227.608398
	Iteration 7Q: 3 clusters Score -2366141 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2366502.250000 Penalty: 3227.608398
	Iteration 8Q: 3 clusters Score -2366502 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2366905.000000 Penalty: 3227.608398
	Iteration 9Q: 3 clusters Score -2366905 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2367376.250000 Penalty: 3227.608398
	Iteration 10Q: 3 clusters Score -2367376 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2367890.500000 Penalty: 3227.608398
	Iteration 11Q: 3 clusters Score -2367890 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2368453.500000 Penalty: 3227.608398
	Iteration 12Q: 3 clusters Score -2368454 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2369009.250000 Penalty: 3227.608398
	Iteration 13Q: 3 clusters Score -2369009 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2369528.250000 Penalty: 3227.608398
	Iteration 14Q: 3 clusters Score -2369528 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -2369891.750000 Penalty: 3227.608398
	Iteration 15Q: 3 clusters Score -2369892 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2370085.250000 Penalty: 3227.608398
	Iteration 16Q: 3 clusters Score -2370085 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2370198.750000 Penalty: 3227.608398
	Iteration 17Q: 3 clusters Score -2370199 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2370294.750000 Penalty: 3227.608398
	Iteration 18Q: 3 clusters Score -2370295 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -2370369.500000 Penalty: 3227.608398
	Iteration 19Q: 3 clusters Score -2370370 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2370403.500000 Penalty: 3227.608398
	Iteration 20F: 3 clusters Score -2370404 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -2370453.750000 Penalty: 3227.608398
	Iteration 21Q: 3 clusters Score -2370454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -2370494.500000 Penalty: 3227.608398
	Iteration 22Q: 3 clusters Score -2370494 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -2370523.250000 Penalty: 3227.608398
	Iteration 23Q: 3 clusters Score -2370523 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2370548.000000 Penalty: 3227.608398
	Iteration 24Q: 3 clusters Score -2370548 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -2370555.000000 Penalty: 3227.608398
	Iteration 25Q: 3 clusters Score -2370555 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2370567.250000 Penalty: 3227.608398
	Iteration 26Q: 3 clusters Score -2370567 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2370581.500000 Penalty: 3227.608398
	Iteration 27Q: 3 clusters Score -2370582 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2370590.750000 Penalty: 3227.608398
	Iteration 28Q: 3 clusters Score -2370591 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2370587.750000 Penalty: 3227.608398
	Iteration 29Q: 3 clusters Score -2370588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2370597.750000 Penalty: 3227.608398
	Iteration 30Q: 3 clusters Score -2370598 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -2370598.500000 Penalty: 3227.608398
	Iteration 31Q: 3 clusters Score -2370598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2370604.250000 Penalty: 3227.608398
	Iteration 32Q: 3 clusters Score -2370604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2370611.250000 Penalty: 3227.608398
	Iteration 33Q: 3 clusters Score -2370611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2370604.000000 Penalty: 3227.608398
	Iteration 34Q: 3 clusters Score -2370604 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -2370607.500000 Penalty: 3227.608398
	Iteration 35Q: 3 clusters Score -2370608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2370609.000000 Penalty: 3227.608398
	Iteration 36Q: 3 clusters Score -2370609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2370612.250000 Penalty: 3227.608398
	Iteration 37Q: 3 clusters Score -2370612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2370604.750000 Penalty: 3227.608398
	Iteration 38Q: 3 clusters Score -2370605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2370608.250000 Penalty: 3227.608398
	Iteration 39Q: 3 clusters Score -2370608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2370611.750000 Penalty: 3227.608398
	Iteration 40F: 3 clusters Score -2370612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2370613.000000 Penalty: 3227.608398
	Iteration 41Q: 3 clusters Score -2370613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2370614.500000 Penalty: 3227.608398
	Iteration 42Q: 3 clusters Score -2370614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -2370614.500000 Penalty: 3227.608398
	Iteration 43Q: 3 clusters Score -2370614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2370613.000000 Penalty: 3227.608398
	Iteration 44Q: 3 clusters Score -2370613 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 13715 members 
Entering Unmasked Estep 
Score: -2370616.500000 Penalty: 3227.608398
	Iteration 45Q: 3 clusters Score -2370616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -2370617.500000 Penalty: 3227.608398
	Iteration 46Q: 3 clusters Score -2370618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2370616.750000 Penalty: 3227.608398
	Iteration 47Q: 3 clusters Score -2370617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -2370615.500000 Penalty: 3227.608398
	Iteration 48Q: 3 clusters Score -2370616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2370614.500000 Penalty: 3227.608398
	Iteration 49Q: 3 clusters Score -2370614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2370619.000000 Penalty: 3227.608398
	Iteration 50Q: 3 clusters Score -2370619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2370618.000000 Penalty: 3227.608398
	Iteration 51Q: 3 clusters Score -2370618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2370618.750000 Penalty: 3227.608398
	Iteration 52Q: 3 clusters Score -2370619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2370619.000000 Penalty: 3227.608398
	Iteration 53Q: 3 clusters Score -2370619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -2370619.750000 Penalty: 3227.608398
	Iteration 54Q: 3 clusters Score -2370620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -2370621.250000 Penalty: 3227.608398
	Iteration 55Q: 3 clusters Score -2370621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -2370621.250000 Penalty: 3227.608398
	Iteration 56Q: 3 clusters Score -2370621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -2370622.000000 Penalty: 3227.608398
	Iteration 57Q: 3 clusters Score -2370622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2370621.000000 Penalty: 3227.608398
	Iteration 58Q: 3 clusters Score -2370621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -2370619.500000 Penalty: 3227.608398
	Iteration 59Q: 3 clusters Score -2370620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2370620.000000 Penalty: 3227.608398
	Iteration 60F: 3 clusters Score -2370620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2370617.750000 Penalty: 3227.608398
	Iteration 61Q: 3 clusters Score -2370618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2370617.750000 Penalty: 3227.608398
	Iteration 62F: 3 clusters Score -2370618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Entering Unmasked Estep 
Score: -488465.343750 Penalty: 1359.421753
	Iteration 0F: 2 clusters Score -488465.3 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 2141 members 
Entering Unmasked Estep 
Score: -484943.312500 Penalty: 2718.843506
	Iteration 0F: 3 clusters Score -484943.3 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -486017.656250 Penalty: 2718.843506
	Iteration 1F: 3 clusters Score -486017.7 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -486257.062500 Penalty: 2718.843506
	Iteration 2F: 3 clusters Score -486257.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -486459.375000 Penalty: 2718.843506
	Iteration 3F: 3 clusters Score -486459.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -486628.843750 Penalty: 2718.843506
	Iteration 4F: 3 clusters Score -486628.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -486793.281250 Penalty: 2718.843506
	Iteration 5F: 3 clusters Score -486793.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -486940.093750 Penalty: 2718.843506
	Iteration 6Q: 3 clusters Score -486940.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -487063.468750 Penalty: 2718.843506
	Iteration 7Q: 3 clusters Score -487063.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -487162.656250 Penalty: 2718.843506
	Iteration 8Q: 3 clusters Score -487162.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -487244.656250 Penalty: 2718.843506
	Iteration 9Q: 3 clusters Score -487244.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -487317.656250 Penalty: 2718.843506
	Iteration 10Q: 3 clusters Score -487317.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -487389.062500 Penalty: 2718.843506
	Iteration 11Q: 3 clusters Score -487389.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -487454.468750 Penalty: 2718.843506
	Iteration 12Q: 3 clusters Score -487454.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -487514.656250 Penalty: 2718.843506
	Iteration 13Q: 3 clusters Score -487514.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -487563.031250 Penalty: 2718.843506
	Iteration 14Q: 3 clusters Score -487563 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -487594.406250 Penalty: 2718.843506
	Iteration 15Q: 3 clusters Score -487594.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -487627.000000 Penalty: 2718.843506
	Iteration 16Q: 3 clusters Score -487627 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -487654.781250 Penalty: 2718.843506
	Iteration 17Q: 3 clusters Score -487654.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -487675.968750 Penalty: 2718.843506
	Iteration 18Q: 3 clusters Score -487676 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -487693.781250 Penalty: 2718.843506
	Iteration 19Q: 3 clusters Score -487693.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -487708.875000 Penalty: 2718.843506
	Iteration 20F: 3 clusters Score -487708.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -487717.968750 Penalty: 2718.843506
	Iteration 21Q: 3 clusters Score -487718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -487723.656250 Penalty: 2718.843506
	Iteration 22Q: 3 clusters Score -487723.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -487726.812500 Penalty: 2718.843506
	Iteration 23Q: 3 clusters Score -487726.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -487732.500000 Penalty: 2718.843506
	Iteration 24Q: 3 clusters Score -487732.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -487734.062500 Penalty: 2718.843506
	Iteration 25Q: 3 clusters Score -487734.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -487735.062500 Penalty: 2718.843506
	Iteration 26Q: 3 clusters Score -487735.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -487736.312500 Penalty: 2718.843506
	Iteration 27Q: 3 clusters Score -487736.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -487737.781250 Penalty: 2718.843506
	Iteration 28Q: 3 clusters Score -487737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -487737.031250 Penalty: 2718.843506
	Iteration 29Q: 3 clusters Score -487737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -487737.031250 Penalty: 2718.843506
	Iteration 30F: 3 clusters Score -487737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Entering Unmasked Estep 
Score: -51208.742188 Penalty: 1034.830322
	Iteration 0F: 2 clusters Score -51208.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -50148.332031 Penalty: 2069.660645
	Iteration 0F: 3 clusters Score -50148.33 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50452.109375 Penalty: 2069.660645
	Iteration 1F: 3 clusters Score -50452.11 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50577.812500 Penalty: 2069.660645
	Iteration 2F: 3 clusters Score -50577.81 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50648.996094 Penalty: 2069.660645
	Iteration 3Q: 3 clusters Score -50649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -50718.660156 Penalty: 2069.660645
	Iteration 4Q: 3 clusters Score -50718.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -50753.753906 Penalty: 2069.660645
	Iteration 5Q: 3 clusters Score -50753.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -50781.363281 Penalty: 2069.660645
	Iteration 6Q: 3 clusters Score -50781.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50796.246094 Penalty: 2069.660645
	Iteration 7Q: 3 clusters Score -50796.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -50799.207031 Penalty: 2069.660645
	Iteration 8Q: 3 clusters Score -50799.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -50802.679688 Penalty: 2069.660645
	Iteration 9Q: 3 clusters Score -50802.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -50809.539062 Penalty: 2069.660645
	Iteration 10Q: 3 clusters Score -50809.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -50814.210938 Penalty: 2069.660645
	Iteration 11Q: 3 clusters Score -50814.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50815.250000 Penalty: 2069.660645
	Iteration 12Q: 3 clusters Score -50815.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -50815.250000 Penalty: 2069.660645
	Iteration 13F: 3 clusters Score -50815.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Entering Unmasked Estep 
Score: -171439.468750 Penalty: 1195.395508
	Iteration 0F: 2 clusters Score -171439.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169697.656250 Penalty: 2390.791016
	Iteration 0F: 3 clusters Score -169697.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170143.546875 Penalty: 2390.791016
	Iteration 1F: 3 clusters Score -170143.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -170263.000000 Penalty: 2390.791016
	Iteration 2F: 3 clusters Score -170263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170370.859375 Penalty: 2390.791016
	Iteration 3F: 3 clusters Score -170370.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -170462.406250 Penalty: 2390.791016
	Iteration 4F: 3 clusters Score -170462.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -170580.921875 Penalty: 2390.791016
	Iteration 5F: 3 clusters Score -170580.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -170683.625000 Penalty: 2390.791016
	Iteration 6Q: 3 clusters Score -170683.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -170753.093750 Penalty: 2390.791016
	Iteration 7Q: 3 clusters Score -170753.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -170819.437500 Penalty: 2390.791016
	Iteration 8Q: 3 clusters Score -170819.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -170864.234375 Penalty: 2390.791016
	Iteration 9Q: 3 clusters Score -170864.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -170889.921875 Penalty: 2390.791016
	Iteration 10Q: 3 clusters Score -170889.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -170909.468750 Penalty: 2390.791016
	Iteration 11Q: 3 clusters Score -170909.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170920.437500 Penalty: 2390.791016
	Iteration 12Q: 3 clusters Score -170920.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -170926.500000 Penalty: 2390.791016
	Iteration 13Q: 3 clusters Score -170926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170928.593750 Penalty: 2390.791016
	Iteration 14Q: 3 clusters Score -170928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -170929.546875 Penalty: 2390.791016
	Iteration 15Q: 3 clusters Score -170929.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -170930.812500 Penalty: 2390.791016
	Iteration 16Q: 3 clusters Score -170930.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -170930.812500 Penalty: 2390.791016
	Iteration 17F: 3 clusters Score -170930.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Entering Unmasked Estep 
Score: -564581.812500 Penalty: 1383.327271
	Iteration 0F: 2 clusters Score -564581.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -560626.062500 Penalty: 2766.654541
	Iteration 0F: 3 clusters Score -560626.1 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -561609.062500 Penalty: 2766.654541
	Iteration 1F: 3 clusters Score -561609.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -561779.562500 Penalty: 2766.654541
	Iteration 2F: 3 clusters Score -561779.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -561896.125000 Penalty: 2766.654541
	Iteration 3F: 3 clusters Score -561896.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -561981.000000 Penalty: 2766.654541
	Iteration 4Q: 3 clusters Score -561981 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -562046.375000 Penalty: 2766.654541
	Iteration 5Q: 3 clusters Score -562046.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -562111.062500 Penalty: 2766.654541
	Iteration 6Q: 3 clusters Score -562111.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -562176.312500 Penalty: 2766.654541
	Iteration 7Q: 3 clusters Score -562176.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -562239.062500 Penalty: 2766.654541
	Iteration 8Q: 3 clusters Score -562239.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -562317.062500 Penalty: 2766.654541
	Iteration 9Q: 3 clusters Score -562317.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -562402.250000 Penalty: 2766.654541
	Iteration 10Q: 3 clusters Score -562402.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -562505.937500 Penalty: 2766.654541
	Iteration 11Q: 3 clusters Score -562505.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -562614.562500 Penalty: 2766.654541
	Iteration 12Q: 3 clusters Score -562614.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -562756.437500 Penalty: 2766.654541
	Iteration 13Q: 3 clusters Score -562756.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -562897.750000 Penalty: 2766.654541
	Iteration 14Q: 3 clusters Score -562897.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -563035.562500 Penalty: 2766.654541
	Iteration 15Q: 3 clusters Score -563035.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -563160.500000 Penalty: 2766.654541
	Iteration 16Q: 3 clusters Score -563160.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -563233.125000 Penalty: 2766.654541
	Iteration 17Q: 3 clusters Score -563233.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -563283.937500 Penalty: 2766.654541
	Iteration 18Q: 3 clusters Score -563283.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -563312.937500 Penalty: 2766.654541
	Iteration 19Q: 3 clusters Score -563312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -563338.000000 Penalty: 2766.654541
	Iteration 20F: 3 clusters Score -563338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -563356.437500 Penalty: 2766.654541
	Iteration 21Q: 3 clusters Score -563356.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -563374.750000 Penalty: 2766.654541
	Iteration 22Q: 3 clusters Score -563374.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -563393.000000 Penalty: 2766.654541
	Iteration 23Q: 3 clusters Score -563393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -563396.062500 Penalty: 2766.654541
	Iteration 24Q: 3 clusters Score -563396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -563397.375000 Penalty: 2766.654541
	Iteration 25Q: 3 clusters Score -563397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -563397.375000 Penalty: 2766.654541
	Iteration 26F: 3 clusters Score -563397.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -193051.859375 Penalty: 1214.650391
	Iteration 0F: 2 clusters Score -193051.9 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 883 members 
Entering Unmasked Estep 
Score: -191083.578125 Penalty: 2429.300781
	Iteration 0F: 3 clusters Score -191083.6 nChanged 625
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: -191507.484375 Penalty: 2429.300781
	Iteration 1F: 3 clusters Score -191507.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -191622.156250 Penalty: 2429.300781
	Iteration 2F: 3 clusters Score -191622.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -191691.968750 Penalty: 2429.300781
	Iteration 3F: 3 clusters Score -191692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -191739.625000 Penalty: 2429.300781
	Iteration 4Q: 3 clusters Score -191739.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -191783.921875 Penalty: 2429.300781
	Iteration 5Q: 3 clusters Score -191783.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -191832.359375 Penalty: 2429.300781
	Iteration 6Q: 3 clusters Score -191832.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -191866.187500 Penalty: 2429.300781
	Iteration 7Q: 3 clusters Score -191866.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -191902.921875 Penalty: 2429.300781
	Iteration 8Q: 3 clusters Score -191902.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -191937.609375 Penalty: 2429.300781
	Iteration 9Q: 3 clusters Score -191937.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -191969.718750 Penalty: 2429.300781
	Iteration 10Q: 3 clusters Score -191969.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192004.109375 Penalty: 2429.300781
	Iteration 11Q: 3 clusters Score -192004.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -192037.015625 Penalty: 2429.300781
	Iteration 12Q: 3 clusters Score -192037 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192080.609375 Penalty: 2429.300781
	Iteration 13Q: 3 clusters Score -192080.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -192116.406250 Penalty: 2429.300781
	Iteration 14Q: 3 clusters Score -192116.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -192143.640625 Penalty: 2429.300781
	Iteration 15Q: 3 clusters Score -192143.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -192170.078125 Penalty: 2429.300781
	Iteration 16Q: 3 clusters Score -192170.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -192191.562500 Penalty: 2429.300781
	Iteration 17Q: 3 clusters Score -192191.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -192220.593750 Penalty: 2429.300781
	Iteration 18Q: 3 clusters Score -192220.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192246.921875 Penalty: 2429.300781
	Iteration 19Q: 3 clusters Score -192246.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -192265.593750 Penalty: 2429.300781
	Iteration 20F: 3 clusters Score -192265.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -192282.734375 Penalty: 2429.300781
	Iteration 21Q: 3 clusters Score -192282.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -192297.828125 Penalty: 2429.300781
	Iteration 22Q: 3 clusters Score -192297.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -192325.500000 Penalty: 2429.300781
	Iteration 23Q: 3 clusters Score -192325.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -192354.187500 Penalty: 2429.300781
	Iteration 24Q: 3 clusters Score -192354.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -192376.234375 Penalty: 2429.300781
	Iteration 25Q: 3 clusters Score -192376.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -192397.234375 Penalty: 2429.300781
	Iteration 26Q: 3 clusters Score -192397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192413.734375 Penalty: 2429.300781
	Iteration 27Q: 3 clusters Score -192413.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -192422.375000 Penalty: 2429.300781
	Iteration 28Q: 3 clusters Score -192422.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -192429.656250 Penalty: 2429.300781
	Iteration 29Q: 3 clusters Score -192429.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -192435.359375 Penalty: 2429.300781
	Iteration 30Q: 3 clusters Score -192435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -192438.078125 Penalty: 2429.300781
	Iteration 31Q: 3 clusters Score -192438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192443.218750 Penalty: 2429.300781
	Iteration 32Q: 3 clusters Score -192443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -192449.500000 Penalty: 2429.300781
	Iteration 33Q: 3 clusters Score -192449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -192455.875000 Penalty: 2429.300781
	Iteration 34Q: 3 clusters Score -192455.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192460.687500 Penalty: 2429.300781
	Iteration 35Q: 3 clusters Score -192460.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -192463.625000 Penalty: 2429.300781
	Iteration 36Q: 3 clusters Score -192463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192466.593750 Penalty: 2429.300781
	Iteration 37Q: 3 clusters Score -192466.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192467.921875 Penalty: 2429.300781
	Iteration 38Q: 3 clusters Score -192467.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -192467.921875 Penalty: 2429.300781
	Iteration 39F: 3 clusters Score -192467.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (13903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Entering Unmasked Estep 
Score: -1607241.875000 Penalty: 1550.227173
	Iteration 0F: 2 clusters Score -1607242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1597524.000000 Penalty: 3100.454346
	Iteration 0F: 3 clusters Score -1597524 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1600834.375000 Penalty: 3100.454346
	Iteration 1F: 3 clusters Score -1600834 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1601037.000000 Penalty: 3100.454346
	Iteration 2Q: 3 clusters Score -1601037 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1601182.875000 Penalty: 3100.454346
	Iteration 3Q: 3 clusters Score -1601183 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1601305.875000 Penalty: 3100.454346
	Iteration 4Q: 3 clusters Score -1601306 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1601454.375000 Penalty: 3100.454346
	Iteration 5Q: 3 clusters Score -1601454 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1601589.375000 Penalty: 3100.454346
	Iteration 6Q: 3 clusters Score -1601589 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1601724.000000 Penalty: 3100.454346
	Iteration 7Q: 3 clusters Score -1601724 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1601868.375000 Penalty: 3100.454346
	Iteration 8Q: 3 clusters Score -1601868 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1602037.000000 Penalty: 3100.454346
	Iteration 9Q: 3 clusters Score -1602037 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1602217.500000 Penalty: 3100.454346
	Iteration 10Q: 3 clusters Score -1602218 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1602404.500000 Penalty: 3100.454346
	Iteration 11Q: 3 clusters Score -1602404 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1602570.250000 Penalty: 3100.454346
	Iteration 12Q: 3 clusters Score -1602570 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1602702.125000 Penalty: 3100.454346
	Iteration 13Q: 3 clusters Score -1602702 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1602813.500000 Penalty: 3100.454346
	Iteration 14Q: 3 clusters Score -1602814 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1602906.500000 Penalty: 3100.454346
	Iteration 15Q: 3 clusters Score -1602906 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1603006.500000 Penalty: 3100.454346
	Iteration 16Q: 3 clusters Score -1603006 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1603099.500000 Penalty: 3100.454346
	Iteration 17Q: 3 clusters Score -1603100 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1603194.625000 Penalty: 3100.454346
	Iteration 18Q: 3 clusters Score -1603195 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1603278.250000 Penalty: 3100.454346
	Iteration 19Q: 3 clusters Score -1603278 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1603362.625000 Penalty: 3100.454346
	Iteration 20F: 3 clusters Score -1603363 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1603461.625000 Penalty: 3100.454346
	Iteration 21Q: 3 clusters Score -1603462 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1603559.000000 Penalty: 3100.454346
	Iteration 22Q: 3 clusters Score -1603559 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1603667.750000 Penalty: 3100.454346
	Iteration 23Q: 3 clusters Score -1603668 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1603779.375000 Penalty: 3100.454346
	Iteration 24Q: 3 clusters Score -1603779 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1603884.750000 Penalty: 3100.454346
	Iteration 25Q: 3 clusters Score -1603885 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1603974.250000 Penalty: 3100.454346
	Iteration 26Q: 3 clusters Score -1603974 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1604065.000000 Penalty: 3100.454346
	Iteration 27Q: 3 clusters Score -1604065 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1604162.125000 Penalty: 3100.454346
	Iteration 28Q: 3 clusters Score -1604162 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1604251.500000 Penalty: 3100.454346
	Iteration 29Q: 3 clusters Score -1604252 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1604348.500000 Penalty: 3100.454346
	Iteration 30Q: 3 clusters Score -1604348 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1604472.750000 Penalty: 3100.454346
	Iteration 31Q: 3 clusters Score -1604473 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1604598.375000 Penalty: 3100.454346
	Iteration 32Q: 3 clusters Score -1604598 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1604730.750000 Penalty: 3100.454346
	Iteration 33Q: 3 clusters Score -1604731 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -1604863.000000 Penalty: 3100.454346
	Iteration 34Q: 3 clusters Score -1604863 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1604986.500000 Penalty: 3100.454346
	Iteration 35Q: 3 clusters Score -1604986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -1605123.500000 Penalty: 3100.454346
	Iteration 36Q: 3 clusters Score -1605124 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1605270.000000 Penalty: 3100.454346
	Iteration 37Q: 3 clusters Score -1605270 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1605402.875000 Penalty: 3100.454346
	Iteration 38Q: 3 clusters Score -1605403 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1605515.125000 Penalty: 3100.454346
	Iteration 39Q: 3 clusters Score -1605515 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1605621.250000 Penalty: 3100.454346
	Iteration 40F: 3 clusters Score -1605621 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1605709.500000 Penalty: 3100.454346
	Iteration 41Q: 3 clusters Score -1605710 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1605767.625000 Penalty: 3100.454346
	Iteration 42Q: 3 clusters Score -1605768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -1605813.750000 Penalty: 3100.454346
	Iteration 43Q: 3 clusters Score -1605814 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1605841.500000 Penalty: 3100.454346
	Iteration 44Q: 3 clusters Score -1605842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1605871.375000 Penalty: 3100.454346
	Iteration 45Q: 3 clusters Score -1605871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -1605893.000000 Penalty: 3100.454346
	Iteration 46Q: 3 clusters Score -1605893 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -1605905.375000 Penalty: 3100.454346
	Iteration 47Q: 3 clusters Score -1605905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1605913.750000 Penalty: 3100.454346
	Iteration 48Q: 3 clusters Score -1605914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1605922.250000 Penalty: 3100.454346
	Iteration 49Q: 3 clusters Score -1605922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1605928.375000 Penalty: 3100.454346
	Iteration 50Q: 3 clusters Score -1605928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1605939.125000 Penalty: 3100.454346
	Iteration 51Q: 3 clusters Score -1605939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1605945.500000 Penalty: 3100.454346
	Iteration 52Q: 3 clusters Score -1605946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -1605948.250000 Penalty: 3100.454346
	Iteration 53Q: 3 clusters Score -1605948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1605949.250000 Penalty: 3100.454346
	Iteration 54Q: 3 clusters Score -1605949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -1605953.750000 Penalty: 3100.454346
	Iteration 55Q: 3 clusters Score -1605954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1605956.000000 Penalty: 3100.454346
	Iteration 56Q: 3 clusters Score -1605956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1605957.250000 Penalty: 3100.454346
	Iteration 57Q: 3 clusters Score -1605957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1605957.250000 Penalty: 3100.454346
	Iteration 58F: 3 clusters Score -1605957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -126721.609375 Penalty: 1138.293335
	Iteration 0F: 2 clusters Score -126721.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125174.601562 Penalty: 2276.586670
	Iteration 0F: 3 clusters Score -125174.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125472.273438 Penalty: 2276.586670
	Iteration 1F: 3 clusters Score -125472.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -125523.781250 Penalty: 2276.586670
	Iteration 2F: 3 clusters Score -125523.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125545.921875 Penalty: 2276.586670
	Iteration 3Q: 3 clusters Score -125545.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -125566.679688 Penalty: 2276.586670
	Iteration 4Q: 3 clusters Score -125566.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -125584.273438 Penalty: 2276.586670
	Iteration 5Q: 3 clusters Score -125584.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -125595.234375 Penalty: 2276.586670
	Iteration 6Q: 3 clusters Score -125595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -125603.460938 Penalty: 2276.586670
	Iteration 7Q: 3 clusters Score -125603.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125609.687500 Penalty: 2276.586670
	Iteration 8Q: 3 clusters Score -125609.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125614.039062 Penalty: 2276.586670
	Iteration 9Q: 3 clusters Score -125614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125617.320312 Penalty: 2276.586670
	Iteration 10Q: 3 clusters Score -125617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125619.031250 Penalty: 2276.586670
	Iteration 11Q: 3 clusters Score -125619 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -125619.031250 Penalty: 2276.586670
	Iteration 12F: 3 clusters Score -125619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (18051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Entering Unmasked Estep 
Score: -2054303.500000 Penalty: 1592.655518
	Iteration 0F: 2 clusters Score -2054304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2041962.000000 Penalty: 3185.311035
	Iteration 0F: 3 clusters Score -2041962 nChanged 8118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2046624.375000 Penalty: 3185.311035
	Iteration 1F: 3 clusters Score -2046624 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2047225.500000 Penalty: 3185.311035
	Iteration 2F: 3 clusters Score -2047226 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2047933.250000 Penalty: 3185.311035
	Iteration 3F: 3 clusters Score -2047933 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2048707.625000 Penalty: 3185.311035
	Iteration 4F: 3 clusters Score -2048708 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2049409.500000 Penalty: 3185.311035
	Iteration 5F: 3 clusters Score -2049410 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2049949.000000 Penalty: 3185.311035
	Iteration 6F: 3 clusters Score -2049949 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2050373.375000 Penalty: 3185.311035
	Iteration 7Q: 3 clusters Score -2050373 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2050737.500000 Penalty: 3185.311035
	Iteration 8Q: 3 clusters Score -2050738 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2051048.125000 Penalty: 3185.311035
	Iteration 9Q: 3 clusters Score -2051048 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2051261.250000 Penalty: 3185.311035
	Iteration 10Q: 3 clusters Score -2051261 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2051415.125000 Penalty: 3185.311035
	Iteration 11Q: 3 clusters Score -2051415 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2051519.750000 Penalty: 3185.311035
	Iteration 12Q: 3 clusters Score -2051520 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2051619.250000 Penalty: 3185.311035
	Iteration 13Q: 3 clusters Score -2051619 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2051716.625000 Penalty: 3185.311035
	Iteration 14Q: 3 clusters Score -2051717 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2051843.625000 Penalty: 3185.311035
	Iteration 15Q: 3 clusters Score -2051844 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -2051964.375000 Penalty: 3185.311035
	Iteration 16Q: 3 clusters Score -2051964 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2052136.500000 Penalty: 3185.311035
	Iteration 17Q: 3 clusters Score -2052136 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2052350.375000 Penalty: 3185.311035
	Iteration 18Q: 3 clusters Score -2052350 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2052618.125000 Penalty: 3185.311035
	Iteration 19Q: 3 clusters Score -2052618 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2052887.250000 Penalty: 3185.311035
	Iteration 20F: 3 clusters Score -2052887 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2053060.750000 Penalty: 3185.311035
	Iteration 21Q: 3 clusters Score -2053061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2053150.625000 Penalty: 3185.311035
	Iteration 22Q: 3 clusters Score -2053151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2053194.750000 Penalty: 3185.311035
	Iteration 23Q: 3 clusters Score -2053195 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2053216.375000 Penalty: 3185.311035
	Iteration 24Q: 3 clusters Score -2053216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2053230.250000 Penalty: 3185.311035
	Iteration 25Q: 3 clusters Score -2053230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -2053241.875000 Penalty: 3185.311035
	Iteration 26Q: 3 clusters Score -2053242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2053249.625000 Penalty: 3185.311035
	Iteration 27Q: 3 clusters Score -2053250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2053263.250000 Penalty: 3185.311035
	Iteration 28Q: 3 clusters Score -2053263 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2053269.250000 Penalty: 3185.311035
	Iteration 29Q: 3 clusters Score -2053269 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2053283.375000 Penalty: 3185.311035
	Iteration 30Q: 3 clusters Score -2053283 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2053285.750000 Penalty: 3185.311035
	Iteration 31Q: 3 clusters Score -2053286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2053285.750000 Penalty: 3185.311035
	Iteration 32Q: 3 clusters Score -2053286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2053285.625000 Penalty: 3185.311035
	Iteration 33Q: 3 clusters Score -2053286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2053285.750000 Penalty: 3185.311035
	Iteration 34Q: 3 clusters Score -2053286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2053290.125000 Penalty: 3185.311035
	Iteration 35Q: 3 clusters Score -2053290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2053292.875000 Penalty: 3185.311035
	Iteration 36Q: 3 clusters Score -2053293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2053287.125000 Penalty: 3185.311035
	Iteration 37Q: 3 clusters Score -2053287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2053288.250000 Penalty: 3185.311035
	Iteration 38Q: 3 clusters Score -2053288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2053288.250000 Penalty: 3185.311035
	Iteration 39F: 3 clusters Score -2053288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Entering Unmasked Estep 
Score: -222128.781250 Penalty: 1228.089355
	Iteration 0F: 2 clusters Score -222128.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -220079.437500 Penalty: 2456.178711
	Iteration 0F: 3 clusters Score -220079.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -220501.562500 Penalty: 2456.178711
	Iteration 1F: 3 clusters Score -220501.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -220597.578125 Penalty: 2456.178711
	Iteration 2F: 3 clusters Score -220597.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -220649.640625 Penalty: 2456.178711
	Iteration 3Q: 3 clusters Score -220649.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -220676.375000 Penalty: 2456.178711
	Iteration 4Q: 3 clusters Score -220676.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220693.671875 Penalty: 2456.178711
	Iteration 5Q: 3 clusters Score -220693.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -220712.656250 Penalty: 2456.178711
	Iteration 6Q: 3 clusters Score -220712.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -220730.015625 Penalty: 2456.178711
	Iteration 7Q: 3 clusters Score -220730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -220740.359375 Penalty: 2456.178711
	Iteration 8Q: 3 clusters Score -220740.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -220747.750000 Penalty: 2456.178711
	Iteration 9Q: 3 clusters Score -220747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -220749.109375 Penalty: 2456.178711
	Iteration 10Q: 3 clusters Score -220749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220752.296875 Penalty: 2456.178711
	Iteration 11Q: 3 clusters Score -220752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -220754.906250 Penalty: 2456.178711
	Iteration 12Q: 3 clusters Score -220754.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220759.609375 Penalty: 2456.178711
	Iteration 13Q: 3 clusters Score -220759.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -220763.734375 Penalty: 2456.178711
	Iteration 14Q: 3 clusters Score -220763.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -220765.593750 Penalty: 2456.178711
	Iteration 15Q: 3 clusters Score -220765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -220766.328125 Penalty: 2456.178711
	Iteration 16Q: 3 clusters Score -220766.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220767.375000 Penalty: 2456.178711
	Iteration 17Q: 3 clusters Score -220767.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -220769.593750 Penalty: 2456.178711
	Iteration 18Q: 3 clusters Score -220769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -220770.906250 Penalty: 2456.178711
	Iteration 19Q: 3 clusters Score -220770.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -220773.734375 Penalty: 2456.178711
	Iteration 20F: 3 clusters Score -220773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -220778.703125 Penalty: 2456.178711
	Iteration 21Q: 3 clusters Score -220778.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -220783.421875 Penalty: 2456.178711
	Iteration 22Q: 3 clusters Score -220783.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -220785.421875 Penalty: 2456.178711
	Iteration 23Q: 3 clusters Score -220785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -220786.859375 Penalty: 2456.178711
	Iteration 24Q: 3 clusters Score -220786.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -220789.765625 Penalty: 2456.178711
	Iteration 25Q: 3 clusters Score -220789.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -220792.312500 Penalty: 2456.178711
	Iteration 26Q: 3 clusters Score -220792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -220798.187500 Penalty: 2456.178711
	Iteration 27Q: 3 clusters Score -220798.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -220806.953125 Penalty: 2456.178711
	Iteration 28Q: 3 clusters Score -220807 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -220818.109375 Penalty: 2456.178711
	Iteration 29Q: 3 clusters Score -220818.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -220835.750000 Penalty: 2456.178711
	Iteration 30Q: 3 clusters Score -220835.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -220848.078125 Penalty: 2456.178711
	Iteration 31Q: 3 clusters Score -220848.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -220855.359375 Penalty: 2456.178711
	Iteration 32Q: 3 clusters Score -220855.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -220863.890625 Penalty: 2456.178711
	Iteration 33Q: 3 clusters Score -220863.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -220873.890625 Penalty: 2456.178711
	Iteration 34Q: 3 clusters Score -220873.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -220881.562500 Penalty: 2456.178711
	Iteration 35Q: 3 clusters Score -220881.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -220891.125000 Penalty: 2456.178711
	Iteration 36Q: 3 clusters Score -220891.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -220900.921875 Penalty: 2456.178711
	Iteration 37Q: 3 clusters Score -220900.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -220910.875000 Penalty: 2456.178711
	Iteration 38Q: 3 clusters Score -220910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -220917.562500 Penalty: 2456.178711
	Iteration 39Q: 3 clusters Score -220917.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -220923.875000 Penalty: 2456.178711
	Iteration 40F: 3 clusters Score -220923.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -220930.250000 Penalty: 2456.178711
	Iteration 41Q: 3 clusters Score -220930.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -220940.375000 Penalty: 2456.178711
	Iteration 42Q: 3 clusters Score -220940.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -220953.625000 Penalty: 2456.178711
	Iteration 43Q: 3 clusters Score -220953.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -220968.593750 Penalty: 2456.178711
	Iteration 44Q: 3 clusters Score -220968.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -220979.640625 Penalty: 2456.178711
	Iteration 45Q: 3 clusters Score -220979.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -220995.562500 Penalty: 2456.178711
	Iteration 46Q: 3 clusters Score -220995.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -221004.859375 Penalty: 2456.178711
	Iteration 47Q: 3 clusters Score -221004.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -221010.625000 Penalty: 2456.178711
	Iteration 48Q: 3 clusters Score -221010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -221012.796875 Penalty: 2456.178711
	Iteration 49Q: 3 clusters Score -221012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -221016.515625 Penalty: 2456.178711
	Iteration 50Q: 3 clusters Score -221016.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -221024.609375 Penalty: 2456.178711
	Iteration 51Q: 3 clusters Score -221024.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -221037.406250 Penalty: 2456.178711
	Iteration 52Q: 3 clusters Score -221037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -221046.453125 Penalty: 2456.178711
	Iteration 53Q: 3 clusters Score -221046.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -221058.484375 Penalty: 2456.178711
	Iteration 54Q: 3 clusters Score -221058.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -221069.312500 Penalty: 2456.178711
	Iteration 55Q: 3 clusters Score -221069.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -221077.843750 Penalty: 2456.178711
	Iteration 56Q: 3 clusters Score -221077.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -221081.140625 Penalty: 2456.178711
	Iteration 57Q: 3 clusters Score -221081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -221083.375000 Penalty: 2456.178711
	Iteration 58Q: 3 clusters Score -221083.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -221084.796875 Penalty: 2456.178711
	Iteration 59Q: 3 clusters Score -221084.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -221087.218750 Penalty: 2456.178711
	Iteration 60F: 3 clusters Score -221087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Entering Unmasked Estep 
Score: -66949.906250 Penalty: 1061.740601
	Iteration 0F: 2 clusters Score -66949.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -65760.601562 Penalty: 2123.481201
	Iteration 0F: 3 clusters Score -65760.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -65961.570312 Penalty: 2123.481201
	Iteration 1F: 3 clusters Score -65961.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -66018.734375 Penalty: 2123.481201
	Iteration 2F: 3 clusters Score -66018.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -66050.343750 Penalty: 2123.481201
	Iteration 3Q: 3 clusters Score -66050.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66069.664062 Penalty: 2123.481201
	Iteration 4Q: 3 clusters Score -66069.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66095.859375 Penalty: 2123.481201
	Iteration 5Q: 3 clusters Score -66095.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -66111.320312 Penalty: 2123.481201
	Iteration 6Q: 3 clusters Score -66111.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66121.687500 Penalty: 2123.481201
	Iteration 7Q: 3 clusters Score -66121.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -66136.585938 Penalty: 2123.481201
	Iteration 8Q: 3 clusters Score -66136.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66142.015625 Penalty: 2123.481201
	Iteration 9Q: 3 clusters Score -66142.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66143.421875 Penalty: 2123.481201
	Iteration 10Q: 3 clusters Score -66143.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66143.421875 Penalty: 2123.481201
	Iteration 11F: 3 clusters Score -66143.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Entering Unmasked Estep 
Score: -457153.687500 Penalty: 1352.704590
	Iteration 0F: 2 clusters Score -457153.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -453739.281250 Penalty: 2705.409180
	Iteration 0F: 3 clusters Score -453739.3 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -454707.531250 Penalty: 2705.409180
	Iteration 1F: 3 clusters Score -454707.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -454876.375000 Penalty: 2705.409180
	Iteration 2F: 3 clusters Score -454876.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -455004.437500 Penalty: 2705.409180
	Iteration 3F: 3 clusters Score -455004.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -455104.000000 Penalty: 2705.409180
	Iteration 4Q: 3 clusters Score -455104 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -455197.906250 Penalty: 2705.409180
	Iteration 5Q: 3 clusters Score -455197.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -455281.875000 Penalty: 2705.409180
	Iteration 6Q: 3 clusters Score -455281.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -455360.250000 Penalty: 2705.409180
	Iteration 7Q: 3 clusters Score -455360.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -455443.125000 Penalty: 2705.409180
	Iteration 8Q: 3 clusters Score -455443.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -455522.000000 Penalty: 2705.409180
	Iteration 9Q: 3 clusters Score -455522 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -455604.906250 Penalty: 2705.409180
	Iteration 10Q: 3 clusters Score -455604.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -455692.437500 Penalty: 2705.409180
	Iteration 11Q: 3 clusters Score -455692.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -455779.750000 Penalty: 2705.409180
	Iteration 12Q: 3 clusters Score -455779.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -455884.375000 Penalty: 2705.409180
	Iteration 13Q: 3 clusters Score -455884.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -455971.593750 Penalty: 2705.409180
	Iteration 14Q: 3 clusters Score -455971.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -456069.718750 Penalty: 2705.409180
	Iteration 15Q: 3 clusters Score -456069.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -456161.406250 Penalty: 2705.409180
	Iteration 16Q: 3 clusters Score -456161.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -456237.656250 Penalty: 2705.409180
	Iteration 17Q: 3 clusters Score -456237.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -456297.406250 Penalty: 2705.409180
	Iteration 18Q: 3 clusters Score -456297.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -456349.062500 Penalty: 2705.409180
	Iteration 19Q: 3 clusters Score -456349.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -456380.593750 Penalty: 2705.409180
	Iteration 20F: 3 clusters Score -456380.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -456399.968750 Penalty: 2705.409180
	Iteration 21Q: 3 clusters Score -456400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -456412.656250 Penalty: 2705.409180
	Iteration 22Q: 3 clusters Score -456412.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -456421.187500 Penalty: 2705.409180
	Iteration 23Q: 3 clusters Score -456421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -456427.375000 Penalty: 2705.409180
	Iteration 24Q: 3 clusters Score -456427.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -456429.750000 Penalty: 2705.409180
	Iteration 25Q: 3 clusters Score -456429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -456437.500000 Penalty: 2705.409180
	Iteration 26Q: 3 clusters Score -456437.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -456441.093750 Penalty: 2705.409180
	Iteration 27Q: 3 clusters Score -456441.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -456446.625000 Penalty: 2705.409180
	Iteration 28Q: 3 clusters Score -456446.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -456450.625000 Penalty: 2705.409180
	Iteration 29Q: 3 clusters Score -456450.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -456452.125000 Penalty: 2705.409180
	Iteration 30Q: 3 clusters Score -456452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -456454.937500 Penalty: 2705.409180
	Iteration 31Q: 3 clusters Score -456454.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -456457.718750 Penalty: 2705.409180
	Iteration 32Q: 3 clusters Score -456457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -456458.937500 Penalty: 2705.409180
	Iteration 33Q: 3 clusters Score -456458.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -456460.062500 Penalty: 2705.409180
	Iteration 34Q: 3 clusters Score -456460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -456459.718750 Penalty: 2705.409180
	Iteration 35Q: 3 clusters Score -456459.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -456459.281250 Penalty: 2705.409180
	Iteration 36Q: 3 clusters Score -456459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -456460.875000 Penalty: 2705.409180
	Iteration 37Q: 3 clusters Score -456460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -456460.875000 Penalty: 2705.409180
	Iteration 38Q: 3 clusters Score -456460.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -456460.875000 Penalty: 2705.409180
	Iteration 39F: 3 clusters Score -456460.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -702862.750000 Penalty: 1416.809448
	Iteration 0F: 2 clusters Score -702862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -698202.062500 Penalty: 2833.618896
	Iteration 0F: 3 clusters Score -698202.1 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -699590.312500 Penalty: 2833.618896
	Iteration 1F: 3 clusters Score -699590.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -699799.062500 Penalty: 2833.618896
	Iteration 2F: 3 clusters Score -699799.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -699949.125000 Penalty: 2833.618896
	Iteration 3F: 3 clusters Score -699949.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -700043.625000 Penalty: 2833.618896
	Iteration 4Q: 3 clusters Score -700043.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -700109.125000 Penalty: 2833.618896
	Iteration 5Q: 3 clusters Score -700109.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -700155.000000 Penalty: 2833.618896
	Iteration 6Q: 3 clusters Score -700155 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -700201.250000 Penalty: 2833.618896
	Iteration 7Q: 3 clusters Score -700201.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -700243.250000 Penalty: 2833.618896
	Iteration 8Q: 3 clusters Score -700243.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -700275.562500 Penalty: 2833.618896
	Iteration 9Q: 3 clusters Score -700275.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -700312.625000 Penalty: 2833.618896
	Iteration 10Q: 3 clusters Score -700312.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -700354.250000 Penalty: 2833.618896
	Iteration 11Q: 3 clusters Score -700354.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -700400.000000 Penalty: 2833.618896
	Iteration 12Q: 3 clusters Score -700400 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -700454.812500 Penalty: 2833.618896
	Iteration 13Q: 3 clusters Score -700454.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -700517.875000 Penalty: 2833.618896
	Iteration 14Q: 3 clusters Score -700517.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -700606.000000 Penalty: 2833.618896
	Iteration 15Q: 3 clusters Score -700606 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -700693.500000 Penalty: 2833.618896
	Iteration 16Q: 3 clusters Score -700693.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -700768.000000 Penalty: 2833.618896
	Iteration 17Q: 3 clusters Score -700768 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -700830.250000 Penalty: 2833.618896
	Iteration 18Q: 3 clusters Score -700830.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -700908.000000 Penalty: 2833.618896
	Iteration 19Q: 3 clusters Score -700908 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -700971.437500 Penalty: 2833.618896
	Iteration 20F: 3 clusters Score -700971.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -701008.500000 Penalty: 2833.618896
	Iteration 21Q: 3 clusters Score -701008.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -701040.875000 Penalty: 2833.618896
	Iteration 22Q: 3 clusters Score -701040.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -701061.812500 Penalty: 2833.618896
	Iteration 23Q: 3 clusters Score -701061.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -701077.187500 Penalty: 2833.618896
	Iteration 24Q: 3 clusters Score -701077.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -701093.125000 Penalty: 2833.618896
	Iteration 25Q: 3 clusters Score -701093.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -701103.437500 Penalty: 2833.618896
	Iteration 26Q: 3 clusters Score -701103.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -701113.187500 Penalty: 2833.618896
	Iteration 27Q: 3 clusters Score -701113.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -701122.875000 Penalty: 2833.618896
	Iteration 28Q: 3 clusters Score -701122.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -701130.187500 Penalty: 2833.618896
	Iteration 29Q: 3 clusters Score -701130.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -701136.062500 Penalty: 2833.618896
	Iteration 30Q: 3 clusters Score -701136.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -701144.187500 Penalty: 2833.618896
	Iteration 31Q: 3 clusters Score -701144.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -701151.000000 Penalty: 2833.618896
	Iteration 32Q: 3 clusters Score -701151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -701156.937500 Penalty: 2833.618896
	Iteration 33Q: 3 clusters Score -701156.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -701162.437500 Penalty: 2833.618896
	Iteration 34Q: 3 clusters Score -701162.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -701172.687500 Penalty: 2833.618896
	Iteration 35Q: 3 clusters Score -701172.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -701186.500000 Penalty: 2833.618896
	Iteration 36Q: 3 clusters Score -701186.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -701195.937500 Penalty: 2833.618896
	Iteration 37Q: 3 clusters Score -701195.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -701204.437500 Penalty: 2833.618896
	Iteration 38Q: 3 clusters Score -701204.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -701215.250000 Penalty: 2833.618896
	Iteration 39Q: 3 clusters Score -701215.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -701232.562500 Penalty: 2833.618896
	Iteration 40F: 3 clusters Score -701232.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -701249.062500 Penalty: 2833.618896
	Iteration 41Q: 3 clusters Score -701249.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -701262.875000 Penalty: 2833.618896
	Iteration 42Q: 3 clusters Score -701262.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -701275.312500 Penalty: 2833.618896
	Iteration 43Q: 3 clusters Score -701275.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -701287.125000 Penalty: 2833.618896
	Iteration 44Q: 3 clusters Score -701287.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -701300.250000 Penalty: 2833.618896
	Iteration 45Q: 3 clusters Score -701300.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -701316.437500 Penalty: 2833.618896
	Iteration 46Q: 3 clusters Score -701316.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -701330.562500 Penalty: 2833.618896
	Iteration 47Q: 3 clusters Score -701330.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -701348.687500 Penalty: 2833.618896
	Iteration 48Q: 3 clusters Score -701348.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -701364.375000 Penalty: 2833.618896
	Iteration 49Q: 3 clusters Score -701364.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -701378.125000 Penalty: 2833.618896
	Iteration 50Q: 3 clusters Score -701378.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -701387.125000 Penalty: 2833.618896
	Iteration 51Q: 3 clusters Score -701387.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -701398.500000 Penalty: 2833.618896
	Iteration 52Q: 3 clusters Score -701398.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -701408.687500 Penalty: 2833.618896
	Iteration 53Q: 3 clusters Score -701408.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -701417.437500 Penalty: 2833.618896
	Iteration 54Q: 3 clusters Score -701417.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -701430.250000 Penalty: 2833.618896
	Iteration 55Q: 3 clusters Score -701430.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -701440.562500 Penalty: 2833.618896
	Iteration 56Q: 3 clusters Score -701440.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -701447.812500 Penalty: 2833.618896
	Iteration 57Q: 3 clusters Score -701447.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -701456.437500 Penalty: 2833.618896
	Iteration 58Q: 3 clusters Score -701456.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -701468.312500 Penalty: 2833.618896
	Iteration 59Q: 3 clusters Score -701468.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -701481.812500 Penalty: 2833.618896
	Iteration 60F: 3 clusters Score -701481.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -701492.375000 Penalty: 2833.618896
	Iteration 61Q: 3 clusters Score -701492.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -701505.375000 Penalty: 2833.618896
	Iteration 62Q: 3 clusters Score -701505.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -701511.812500 Penalty: 2833.618896
	Iteration 63Q: 3 clusters Score -701511.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -701521.187500 Penalty: 2833.618896
	Iteration 64Q: 3 clusters Score -701521.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -701536.250000 Penalty: 2833.618896
	Iteration 65Q: 3 clusters Score -701536.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -701545.500000 Penalty: 2833.618896
	Iteration 66Q: 3 clusters Score -701545.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -701554.562500 Penalty: 2833.618896
	Iteration 67Q: 3 clusters Score -701554.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -701563.562500 Penalty: 2833.618896
	Iteration 68Q: 3 clusters Score -701563.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -701567.187500 Penalty: 2833.618896
	Iteration 69Q: 3 clusters Score -701567.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -701573.437500 Penalty: 2833.618896
	Iteration 70Q: 3 clusters Score -701573.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -701576.125000 Penalty: 2833.618896
	Iteration 71Q: 3 clusters Score -701576.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -701580.062500 Penalty: 2833.618896
	Iteration 72Q: 3 clusters Score -701580.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -701582.625000 Penalty: 2833.618896
	Iteration 73Q: 3 clusters Score -701582.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -701586.250000 Penalty: 2833.618896
	Iteration 74Q: 3 clusters Score -701586.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -701590.875000 Penalty: 2833.618896
	Iteration 75Q: 3 clusters Score -701590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -701593.000000 Penalty: 2833.618896
	Iteration 76Q: 3 clusters Score -701593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -701596.250000 Penalty: 2833.618896
	Iteration 77Q: 3 clusters Score -701596.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -701602.375000 Penalty: 2833.618896
	Iteration 78Q: 3 clusters Score -701602.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -701606.500000 Penalty: 2833.618896
	Iteration 79Q: 3 clusters Score -701606.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -701611.562500 Penalty: 2833.618896
	Iteration 80F: 3 clusters Score -701611.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -701615.812500 Penalty: 2833.618896
	Iteration 81Q: 3 clusters Score -701615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -701622.812500 Penalty: 2833.618896
	Iteration 82Q: 3 clusters Score -701622.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -701628.000000 Penalty: 2833.618896
	Iteration 83Q: 3 clusters Score -701628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -701631.625000 Penalty: 2833.618896
	Iteration 84Q: 3 clusters Score -701631.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -701635.437500 Penalty: 2833.618896
	Iteration 85Q: 3 clusters Score -701635.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -701637.250000 Penalty: 2833.618896
	Iteration 86Q: 3 clusters Score -701637.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -701640.875000 Penalty: 2833.618896
	Iteration 87Q: 3 clusters Score -701640.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -701646.937500 Penalty: 2833.618896
	Iteration 88Q: 3 clusters Score -701646.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -701653.500000 Penalty: 2833.618896
	Iteration 89Q: 3 clusters Score -701653.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -701654.687500 Penalty: 2833.618896
	Iteration 90Q: 3 clusters Score -701654.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -701658.625000 Penalty: 2833.618896
	Iteration 91Q: 3 clusters Score -701658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -701661.687500 Penalty: 2833.618896
	Iteration 92Q: 3 clusters Score -701661.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -701664.937500 Penalty: 2833.618896
	Iteration 93Q: 3 clusters Score -701664.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -701668.562500 Penalty: 2833.618896
	Iteration 94Q: 3 clusters Score -701668.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -701670.375000 Penalty: 2833.618896
	Iteration 95Q: 3 clusters Score -701670.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -701673.312500 Penalty: 2833.618896
	Iteration 96Q: 3 clusters Score -701673.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -701676.375000 Penalty: 2833.618896
	Iteration 97Q: 3 clusters Score -701676.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -701677.500000 Penalty: 2833.618896
	Iteration 98Q: 3 clusters Score -701677.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -701678.625000 Penalty: 2833.618896
	Iteration 99Q: 3 clusters Score -701678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -701678.312500 Penalty: 2833.618896
	Iteration 100F: 3 clusters Score -701678.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Entering Unmasked Estep 
Score: -103989.710938 Penalty: 1116.889160
	Iteration 0F: 2 clusters Score -103989.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -102587.929688 Penalty: 2233.778320
	Iteration 0F: 3 clusters Score -102587.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -102855.078125 Penalty: 2233.778320
	Iteration 1F: 3 clusters Score -102855.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -102932.390625 Penalty: 2233.778320
	Iteration 2F: 3 clusters Score -102932.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102966.500000 Penalty: 2233.778320
	Iteration 3Q: 3 clusters Score -102966.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -102991.851562 Penalty: 2233.778320
	Iteration 4Q: 3 clusters Score -102991.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -103012.031250 Penalty: 2233.778320
	Iteration 5Q: 3 clusters Score -103012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103034.554688 Penalty: 2233.778320
	Iteration 6Q: 3 clusters Score -103034.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -103057.859375 Penalty: 2233.778320
	Iteration 7Q: 3 clusters Score -103057.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -103094.953125 Penalty: 2233.778320
	Iteration 8Q: 3 clusters Score -103095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -103136.039062 Penalty: 2233.778320
	Iteration 9Q: 3 clusters Score -103136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103181.023438 Penalty: 2233.778320
	Iteration 10Q: 3 clusters Score -103181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -103212.062500 Penalty: 2233.778320
	Iteration 11Q: 3 clusters Score -103212.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103256.898438 Penalty: 2233.778320
	Iteration 12Q: 3 clusters Score -103256.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -103312.476562 Penalty: 2233.778320
	Iteration 13Q: 3 clusters Score -103312.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -103374.984375 Penalty: 2233.778320
	Iteration 14Q: 3 clusters Score -103375 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -103464.554688 Penalty: 2233.778320
	Iteration 15Q: 3 clusters Score -103464.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103569.867188 Penalty: 2233.778320
	Iteration 16Q: 3 clusters Score -103569.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -103686.976562 Penalty: 2233.778320
	Iteration 17Q: 3 clusters Score -103687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -103764.210938 Penalty: 2233.778320
	Iteration 18Q: 3 clusters Score -103764.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -103786.351562 Penalty: 2233.778320
	Iteration 19Q: 3 clusters Score -103786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103805.179688 Penalty: 2233.778320
	Iteration 20F: 3 clusters Score -103805.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103808.765625 Penalty: 2233.778320
	Iteration 21Q: 3 clusters Score -103808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -103808.765625 Penalty: 2233.778320
	Iteration 22F: 3 clusters Score -103808.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (4340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Entering Unmasked Estep 
Score: -504285.312500 Penalty: 1361.039795
	Iteration 0F: 2 clusters Score -504285.3 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 2194 members 
Entering Unmasked Estep 
Score: -500748.000000 Penalty: 2722.079590
	Iteration 0F: 3 clusters Score -500748 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -501661.843750 Penalty: 2722.079590
	Iteration 1F: 3 clusters Score -501661.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -501799.000000 Penalty: 2722.079590
	Iteration 2F: 3 clusters Score -501799 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -501913.000000 Penalty: 2722.079590
	Iteration 3Q: 3 clusters Score -501913 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -502004.187500 Penalty: 2722.079590
	Iteration 4Q: 3 clusters Score -502004.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -502078.812500 Penalty: 2722.079590
	Iteration 5Q: 3 clusters Score -502078.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -502143.968750 Penalty: 2722.079590
	Iteration 6Q: 3 clusters Score -502144 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -502206.687500 Penalty: 2722.079590
	Iteration 7Q: 3 clusters Score -502206.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -502281.093750 Penalty: 2722.079590
	Iteration 8Q: 3 clusters Score -502281.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -502349.093750 Penalty: 2722.079590
	Iteration 9Q: 3 clusters Score -502349.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -502415.031250 Penalty: 2722.079590
	Iteration 10Q: 3 clusters Score -502415 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -502484.906250 Penalty: 2722.079590
	Iteration 11Q: 3 clusters Score -502484.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -502565.437500 Penalty: 2722.079590
	Iteration 12Q: 3 clusters Score -502565.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -502646.562500 Penalty: 2722.079590
	Iteration 13Q: 3 clusters Score -502646.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -502726.593750 Penalty: 2722.079590
	Iteration 14Q: 3 clusters Score -502726.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -502792.843750 Penalty: 2722.079590
	Iteration 15Q: 3 clusters Score -502792.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -502848.031250 Penalty: 2722.079590
	Iteration 16Q: 3 clusters Score -502848 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -502903.375000 Penalty: 2722.079590
	Iteration 17Q: 3 clusters Score -502903.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -502952.718750 Penalty: 2722.079590
	Iteration 18Q: 3 clusters Score -502952.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -502991.187500 Penalty: 2722.079590
	Iteration 19Q: 3 clusters Score -502991.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -503025.031250 Penalty: 2722.079590
	Iteration 20F: 3 clusters Score -503025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -503042.187500 Penalty: 2722.079590
	Iteration 21Q: 3 clusters Score -503042.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -503057.937500 Penalty: 2722.079590
	Iteration 22Q: 3 clusters Score -503057.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -503071.250000 Penalty: 2722.079590
	Iteration 23Q: 3 clusters Score -503071.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -503080.312500 Penalty: 2722.079590
	Iteration 24Q: 3 clusters Score -503080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -503085.843750 Penalty: 2722.079590
	Iteration 25Q: 3 clusters Score -503085.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -503087.062500 Penalty: 2722.079590
	Iteration 26Q: 3 clusters Score -503087.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -503089.562500 Penalty: 2722.079590
	Iteration 27Q: 3 clusters Score -503089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -503090.812500 Penalty: 2722.079590
	Iteration 28Q: 3 clusters Score -503090.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -503090.812500 Penalty: 2722.079590
	Iteration 29F: 3 clusters Score -503090.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Entering Unmasked Estep 
Score: -514366.218750 Penalty: 1368.038452
	Iteration 0F: 2 clusters Score -514366.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -510691.031250 Penalty: 2736.076904
	Iteration 0F: 3 clusters Score -510691 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -511698.218750 Penalty: 2736.076904
	Iteration 1F: 3 clusters Score -511698.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -511908.937500 Penalty: 2736.076904
	Iteration 2F: 3 clusters Score -511908.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -512057.906250 Penalty: 2736.076904
	Iteration 3F: 3 clusters Score -512057.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -512172.500000 Penalty: 2736.076904
	Iteration 4Q: 3 clusters Score -512172.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -512276.656250 Penalty: 2736.076904
	Iteration 5Q: 3 clusters Score -512276.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -512393.531250 Penalty: 2736.076904
	Iteration 6Q: 3 clusters Score -512393.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -512522.562500 Penalty: 2736.076904
	Iteration 7Q: 3 clusters Score -512522.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -512676.093750 Penalty: 2736.076904
	Iteration 8Q: 3 clusters Score -512676.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -512782.343750 Penalty: 2736.076904
	Iteration 9Q: 3 clusters Score -512782.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -512870.562500 Penalty: 2736.076904
	Iteration 10Q: 3 clusters Score -512870.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -512956.906250 Penalty: 2736.076904
	Iteration 11Q: 3 clusters Score -512956.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -513045.125000 Penalty: 2736.076904
	Iteration 12Q: 3 clusters Score -513045.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -513121.875000 Penalty: 2736.076904
	Iteration 13Q: 3 clusters Score -513121.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -513180.562500 Penalty: 2736.076904
	Iteration 14Q: 3 clusters Score -513180.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -513212.343750 Penalty: 2736.076904
	Iteration 15Q: 3 clusters Score -513212.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -513231.687500 Penalty: 2736.076904
	Iteration 16Q: 3 clusters Score -513231.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -513246.843750 Penalty: 2736.076904
	Iteration 17Q: 3 clusters Score -513246.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -513260.625000 Penalty: 2736.076904
	Iteration 18Q: 3 clusters Score -513260.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -513271.250000 Penalty: 2736.076904
	Iteration 19Q: 3 clusters Score -513271.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -513281.031250 Penalty: 2736.076904
	Iteration 20F: 3 clusters Score -513281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -513289.312500 Penalty: 2736.076904
	Iteration 21Q: 3 clusters Score -513289.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -513293.906250 Penalty: 2736.076904
	Iteration 22Q: 3 clusters Score -513293.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -513302.062500 Penalty: 2736.076904
	Iteration 23Q: 3 clusters Score -513302.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -513309.875000 Penalty: 2736.076904
	Iteration 24Q: 3 clusters Score -513309.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -513317.125000 Penalty: 2736.076904
	Iteration 25Q: 3 clusters Score -513317.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -513326.593750 Penalty: 2736.076904
	Iteration 26Q: 3 clusters Score -513326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -513334.718750 Penalty: 2736.076904
	Iteration 27Q: 3 clusters Score -513334.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -513339.125000 Penalty: 2736.076904
	Iteration 28Q: 3 clusters Score -513339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -513341.218750 Penalty: 2736.076904
	Iteration 29Q: 3 clusters Score -513341.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -513343.062500 Penalty: 2736.076904
	Iteration 30Q: 3 clusters Score -513343.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -513345.218750 Penalty: 2736.076904
	Iteration 31Q: 3 clusters Score -513345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -513345.218750 Penalty: 2736.076904
	Iteration 32Q: 3 clusters Score -513345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -513345.812500 Penalty: 2736.076904
	Iteration 33Q: 3 clusters Score -513345.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -513347.093750 Penalty: 2736.076904
	Iteration 34Q: 3 clusters Score -513347.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -513348.312500 Penalty: 2736.076904
	Iteration 35Q: 3 clusters Score -513348.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -513351.062500 Penalty: 2736.076904
	Iteration 36Q: 3 clusters Score -513351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -513352.406250 Penalty: 2736.076904
	Iteration 37Q: 3 clusters Score -513352.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -513355.218750 Penalty: 2736.076904
	Iteration 38Q: 3 clusters Score -513355.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -513357.468750 Penalty: 2736.076904
	Iteration 39Q: 3 clusters Score -513357.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -513360.843750 Penalty: 2736.076904
	Iteration 40F: 3 clusters Score -513360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -513361.781250 Penalty: 2736.076904
	Iteration 41Q: 3 clusters Score -513361.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -513362.062500 Penalty: 2736.076904
	Iteration 42Q: 3 clusters Score -513362.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -513362.875000 Penalty: 2736.076904
	Iteration 43Q: 3 clusters Score -513362.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -513363.531250 Penalty: 2736.076904
	Iteration 44Q: 3 clusters Score -513363.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -513364.531250 Penalty: 2736.076904
	Iteration 45Q: 3 clusters Score -513364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -513363.687500 Penalty: 2736.076904
	Iteration 46Q: 3 clusters Score -513363.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -513364.687500 Penalty: 2736.076904
	Iteration 47Q: 3 clusters Score -513364.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -513364.250000 Penalty: 2736.076904
	Iteration 48Q: 3 clusters Score -513364.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -513365.562500 Penalty: 2736.076904
	Iteration 49Q: 3 clusters Score -513365.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -513365.531250 Penalty: 2736.076904
	Iteration 50Q: 3 clusters Score -513365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -513366.000000 Penalty: 2736.076904
	Iteration 51Q: 3 clusters Score -513366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -513366.000000 Penalty: 2736.076904
	Iteration 52F: 3 clusters Score -513366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -746898.375000 Penalty: 1423.190918
	Iteration 0F: 2 clusters Score -746898.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -742072.187500 Penalty: 2846.381836
	Iteration 0F: 3 clusters Score -742072.2 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -743436.812500 Penalty: 2846.381836
	Iteration 1F: 3 clusters Score -743436.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -743659.687500 Penalty: 2846.381836
	Iteration 2F: 3 clusters Score -743659.7 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -743801.687500 Penalty: 2846.381836
	Iteration 3F: 3 clusters Score -743801.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -743915.500000 Penalty: 2846.381836
	Iteration 4Q: 3 clusters Score -743915.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -744005.500000 Penalty: 2846.381836
	Iteration 5Q: 3 clusters Score -744005.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -744087.937500 Penalty: 2846.381836
	Iteration 6Q: 3 clusters Score -744087.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -744182.250000 Penalty: 2846.381836
	Iteration 7Q: 3 clusters Score -744182.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -744284.250000 Penalty: 2846.381836
	Iteration 8Q: 3 clusters Score -744284.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -744406.062500 Penalty: 2846.381836
	Iteration 9Q: 3 clusters Score -744406.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -744522.625000 Penalty: 2846.381836
	Iteration 10Q: 3 clusters Score -744522.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -744654.750000 Penalty: 2846.381836
	Iteration 11Q: 3 clusters Score -744654.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -744795.562500 Penalty: 2846.381836
	Iteration 12Q: 3 clusters Score -744795.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -744944.375000 Penalty: 2846.381836
	Iteration 13Q: 3 clusters Score -744944.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -745056.750000 Penalty: 2846.381836
	Iteration 14Q: 3 clusters Score -745056.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -745128.812500 Penalty: 2846.381836
	Iteration 15Q: 3 clusters Score -745128.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -745178.750000 Penalty: 2846.381836
	Iteration 16Q: 3 clusters Score -745178.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -745219.125000 Penalty: 2846.381836
	Iteration 17Q: 3 clusters Score -745219.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -745254.000000 Penalty: 2846.381836
	Iteration 18Q: 3 clusters Score -745254 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -745279.000000 Penalty: 2846.381836
	Iteration 19Q: 3 clusters Score -745279 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -745304.000000 Penalty: 2846.381836
	Iteration 20F: 3 clusters Score -745304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -745325.437500 Penalty: 2846.381836
	Iteration 21Q: 3 clusters Score -745325.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -745346.250000 Penalty: 2846.381836
	Iteration 22Q: 3 clusters Score -745346.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -745372.000000 Penalty: 2846.381836
	Iteration 23Q: 3 clusters Score -745372 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -745401.875000 Penalty: 2846.381836
	Iteration 24Q: 3 clusters Score -745401.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -745428.687500 Penalty: 2846.381836
	Iteration 25Q: 3 clusters Score -745428.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -745448.375000 Penalty: 2846.381836
	Iteration 26Q: 3 clusters Score -745448.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -745469.125000 Penalty: 2846.381836
	Iteration 27Q: 3 clusters Score -745469.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -745489.250000 Penalty: 2846.381836
	Iteration 28Q: 3 clusters Score -745489.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -745503.562500 Penalty: 2846.381836
	Iteration 29Q: 3 clusters Score -745503.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -745514.500000 Penalty: 2846.381836
	Iteration 30Q: 3 clusters Score -745514.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -745528.312500 Penalty: 2846.381836
	Iteration 31Q: 3 clusters Score -745528.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -745544.812500 Penalty: 2846.381836
	Iteration 32Q: 3 clusters Score -745544.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -745560.187500 Penalty: 2846.381836
	Iteration 33Q: 3 clusters Score -745560.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -745573.187500 Penalty: 2846.381836
	Iteration 34Q: 3 clusters Score -745573.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -745589.625000 Penalty: 2846.381836
	Iteration 35Q: 3 clusters Score -745589.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -745604.000000 Penalty: 2846.381836
	Iteration 36Q: 3 clusters Score -745604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -745617.187500 Penalty: 2846.381836
	Iteration 37Q: 3 clusters Score -745617.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -745628.625000 Penalty: 2846.381836
	Iteration 38Q: 3 clusters Score -745628.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -745636.812500 Penalty: 2846.381836
	Iteration 39Q: 3 clusters Score -745636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -745645.125000 Penalty: 2846.381836
	Iteration 40F: 3 clusters Score -745645.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -745648.875000 Penalty: 2846.381836
	Iteration 41Q: 3 clusters Score -745648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -745653.000000 Penalty: 2846.381836
	Iteration 42Q: 3 clusters Score -745653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -745653.687500 Penalty: 2846.381836
	Iteration 43Q: 3 clusters Score -745653.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -745654.250000 Penalty: 2846.381836
	Iteration 44Q: 3 clusters Score -745654.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -745657.312500 Penalty: 2846.381836
	Iteration 45Q: 3 clusters Score -745657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -745657.250000 Penalty: 2846.381836
	Iteration 46Q: 3 clusters Score -745657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -745658.562500 Penalty: 2846.381836
	Iteration 47Q: 3 clusters Score -745658.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -745661.375000 Penalty: 2846.381836
	Iteration 48Q: 3 clusters Score -745661.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -745663.562500 Penalty: 2846.381836
	Iteration 49Q: 3 clusters Score -745663.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -745664.750000 Penalty: 2846.381836
	Iteration 50Q: 3 clusters Score -745664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -745666.187500 Penalty: 2846.381836
	Iteration 51Q: 3 clusters Score -745666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -745667.125000 Penalty: 2846.381836
	Iteration 52Q: 3 clusters Score -745667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -745666.875000 Penalty: 2846.381836
	Iteration 53Q: 3 clusters Score -745666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -745667.187500 Penalty: 2846.381836
	Iteration 54Q: 3 clusters Score -745667.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -745668.812500 Penalty: 2846.381836
	Iteration 55Q: 3 clusters Score -745668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -745668.062500 Penalty: 2846.381836
	Iteration 56Q: 3 clusters Score -745668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -745667.812500 Penalty: 2846.381836
	Iteration 57Q: 3 clusters Score -745667.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -745667.750000 Penalty: 2846.381836
	Iteration 58Q: 3 clusters Score -745667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -745669.062500 Penalty: 2846.381836
	Iteration 59Q: 3 clusters Score -745669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -745670.250000 Penalty: 2846.381836
	Iteration 60F: 3 clusters Score -745670.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -745670.437500 Penalty: 2846.381836
	Iteration 61Q: 3 clusters Score -745670.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -745670.437500 Penalty: 2846.381836
	Iteration 62Q: 3 clusters Score -745670.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -745670.437500 Penalty: 2846.381836
	Iteration 63F: 3 clusters Score -745670.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Entering Unmasked Estep 
Score: -225203.812500 Penalty: 1236.199463
	Iteration 0F: 2 clusters Score -225203.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -223098.343750 Penalty: 2472.398926
	Iteration 0F: 3 clusters Score -223098.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -223623.578125 Penalty: 2472.398926
	Iteration 1F: 3 clusters Score -223623.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -223797.453125 Penalty: 2472.398926
	Iteration 2F: 3 clusters Score -223797.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223910.421875 Penalty: 2472.398926
	Iteration 3F: 3 clusters Score -223910.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -224047.296875 Penalty: 2472.398926
	Iteration 4F: 3 clusters Score -224047.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -224220.703125 Penalty: 2472.398926
	Iteration 5F: 3 clusters Score -224220.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -224374.390625 Penalty: 2472.398926
	Iteration 6F: 3 clusters Score -224374.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -224507.671875 Penalty: 2472.398926
	Iteration 7Q: 3 clusters Score -224507.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -224573.656250 Penalty: 2472.398926
	Iteration 8Q: 3 clusters Score -224573.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -224604.265625 Penalty: 2472.398926
	Iteration 9Q: 3 clusters Score -224604.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -224637.062500 Penalty: 2472.398926
	Iteration 10Q: 3 clusters Score -224637.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -224669.234375 Penalty: 2472.398926
	Iteration 11Q: 3 clusters Score -224669.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224701.093750 Penalty: 2472.398926
	Iteration 12Q: 3 clusters Score -224701.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -224737.703125 Penalty: 2472.398926
	Iteration 13Q: 3 clusters Score -224737.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -224763.562500 Penalty: 2472.398926
	Iteration 14Q: 3 clusters Score -224763.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -224777.000000 Penalty: 2472.398926
	Iteration 15Q: 3 clusters Score -224777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -224782.468750 Penalty: 2472.398926
	Iteration 16Q: 3 clusters Score -224782.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -224786.156250 Penalty: 2472.398926
	Iteration 17Q: 3 clusters Score -224786.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -224787.906250 Penalty: 2472.398926
	Iteration 18Q: 3 clusters Score -224787.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -224788.625000 Penalty: 2472.398926
	Iteration 19Q: 3 clusters Score -224788.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -224789.515625 Penalty: 2472.398926
	Iteration 20F: 3 clusters Score -224789.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -224789.531250 Penalty: 2472.398926
	Iteration 21Q: 3 clusters Score -224789.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -224789.531250 Penalty: 2472.398926
	Iteration 22F: 3 clusters Score -224789.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (16560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Entering Unmasked Estep 
Score: -1896122.750000 Penalty: 1578.646118
	Iteration 0F: 2 clusters Score -1896123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1884759.125000 Penalty: 3157.292236
	Iteration 0F: 3 clusters Score -1884759 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1888848.875000 Penalty: 3157.292236
	Iteration 1F: 3 clusters Score -1888849 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1889342.375000 Penalty: 3157.292236
	Iteration 2F: 3 clusters Score -1889342 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1889841.625000 Penalty: 3157.292236
	Iteration 3F: 3 clusters Score -1889842 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1890365.250000 Penalty: 3157.292236
	Iteration 4F: 3 clusters Score -1890365 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1890926.250000 Penalty: 3157.292236
	Iteration 5F: 3 clusters Score -1890926 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1891506.375000 Penalty: 3157.292236
	Iteration 6F: 3 clusters Score -1891506 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1892122.625000 Penalty: 3157.292236
	Iteration 7F: 3 clusters Score -1892123 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11669 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1892696.250000 Penalty: 3157.292236
	Iteration 8F: 3 clusters Score -1892696 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1893189.500000 Penalty: 3157.292236
	Iteration 9Q: 3 clusters Score -1893190 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1893709.250000 Penalty: 3157.292236
	Iteration 10Q: 3 clusters Score -1893709 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1894236.500000 Penalty: 3157.292236
	Iteration 11Q: 3 clusters Score -1894236 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1894578.500000 Penalty: 3157.292236
	Iteration 12Q: 3 clusters Score -1894578 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1894785.000000 Penalty: 3157.292236
	Iteration 13Q: 3 clusters Score -1894785 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1894897.250000 Penalty: 3157.292236
	Iteration 14Q: 3 clusters Score -1894897 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1894974.250000 Penalty: 3157.292236
	Iteration 15Q: 3 clusters Score -1894974 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1895023.000000 Penalty: 3157.292236
	Iteration 16Q: 3 clusters Score -1895023 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1895054.250000 Penalty: 3157.292236
	Iteration 17Q: 3 clusters Score -1895054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1895081.875000 Penalty: 3157.292236
	Iteration 18Q: 3 clusters Score -1895082 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1895095.500000 Penalty: 3157.292236
	Iteration 19Q: 3 clusters Score -1895096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1895107.500000 Penalty: 3157.292236
	Iteration 20F: 3 clusters Score -1895108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1895115.875000 Penalty: 3157.292236
	Iteration 21Q: 3 clusters Score -1895116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1895126.375000 Penalty: 3157.292236
	Iteration 22Q: 3 clusters Score -1895126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1895136.375000 Penalty: 3157.292236
	Iteration 23Q: 3 clusters Score -1895136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1895149.125000 Penalty: 3157.292236
	Iteration 24Q: 3 clusters Score -1895149 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1895161.875000 Penalty: 3157.292236
	Iteration 25Q: 3 clusters Score -1895162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1895173.375000 Penalty: 3157.292236
	Iteration 26Q: 3 clusters Score -1895173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1895198.875000 Penalty: 3157.292236
	Iteration 27Q: 3 clusters Score -1895199 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1895211.625000 Penalty: 3157.292236
	Iteration 28Q: 3 clusters Score -1895212 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1895229.625000 Penalty: 3157.292236
	Iteration 29Q: 3 clusters Score -1895230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1895247.750000 Penalty: 3157.292236
	Iteration 30Q: 3 clusters Score -1895248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1895250.375000 Penalty: 3157.292236
	Iteration 31Q: 3 clusters Score -1895250 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1895257.125000 Penalty: 3157.292236
	Iteration 32Q: 3 clusters Score -1895257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1895260.750000 Penalty: 3157.292236
	Iteration 33Q: 3 clusters Score -1895261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1895264.375000 Penalty: 3157.292236
	Iteration 34Q: 3 clusters Score -1895264 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1895270.625000 Penalty: 3157.292236
	Iteration 35Q: 3 clusters Score -1895271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1895276.750000 Penalty: 3157.292236
	Iteration 36Q: 3 clusters Score -1895277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1895274.875000 Penalty: 3157.292236
	Iteration 37Q: 3 clusters Score -1895275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1895278.250000 Penalty: 3157.292236
	Iteration 38Q: 3 clusters Score -1895278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1895282.250000 Penalty: 3157.292236
	Iteration 39Q: 3 clusters Score -1895282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1895283.375000 Penalty: 3157.292236
	Iteration 40F: 3 clusters Score -1895283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14345 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1895282.125000 Penalty: 3157.292236
	Iteration 41Q: 3 clusters Score -1895282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1895286.000000 Penalty: 3157.292236
	Iteration 42Q: 3 clusters Score -1895286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1895286.125000 Penalty: 3157.292236
	Iteration 43Q: 3 clusters Score -1895286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1895286.750000 Penalty: 3157.292236
	Iteration 44Q: 3 clusters Score -1895287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1895288.000000 Penalty: 3157.292236
	Iteration 45Q: 3 clusters Score -1895288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1895287.250000 Penalty: 3157.292236
	Iteration 46Q: 3 clusters Score -1895287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1895287.250000 Penalty: 3157.292236
	Iteration 47F: 3 clusters Score -1895287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -157124.453125 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -157124.5 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 668 members 
Entering Unmasked Estep 
Score: -155439.062500 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -155439.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155735.171875 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -155735.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155829.187500 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -155829.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155881.593750 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -155881.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155904.984375 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -155905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155918.421875 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -155918.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155930.796875 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -155930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155944.406250 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -155944.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -155952.703125 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -155952.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155957.265625 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -155957.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -155961.828125 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -155961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155965.890625 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -155965.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -155968.062500 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -155968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155970.562500 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -155970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155972.453125 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -155972.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -155975.921875 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -155975.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155977.390625 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -155977.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155978.421875 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -155978.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155980.125000 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -155980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155981.109375 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -155981.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155981.109375 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -155981.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Entering Unmasked Estep 
Score: -25341.617188 Penalty: 968.244019
	Iteration 0F: 2 clusters Score -25341.62 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 194 members 
Entering Unmasked Estep 
Score: -24477.121094 Penalty: 1936.488037
	Iteration 0F: 3 clusters Score -24477.12 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24677.291016 Penalty: 1936.488037
	Iteration 1F: 3 clusters Score -24677.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24800.267578 Penalty: 1936.488037
	Iteration 2F: 3 clusters Score -24800.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -24873.662109 Penalty: 1936.488037
	Iteration 3F: 3 clusters Score -24873.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -24914.388672 Penalty: 1936.488037
	Iteration 4Q: 3 clusters Score -24914.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24929.312500 Penalty: 1936.488037
	Iteration 5Q: 3 clusters Score -24929.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24976.689453 Penalty: 1936.488037
	Iteration 6Q: 3 clusters Score -24976.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24992.904297 Penalty: 1936.488037
	Iteration 7Q: 3 clusters Score -24992.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24998.322266 Penalty: 1936.488037
	Iteration 8Q: 3 clusters Score -24998.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -24998.322266 Penalty: 1936.488037
	Iteration 9F: 3 clusters Score -24998.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -158932.109375 Penalty: 1178.803955
	Iteration 0F: 2 clusters Score -158932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -157226.468750 Penalty: 2357.607910
	Iteration 0F: 3 clusters Score -157226.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -157547.156250 Penalty: 2357.607910
	Iteration 1F: 3 clusters Score -157547.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -157618.921875 Penalty: 2357.607910
	Iteration 2F: 3 clusters Score -157618.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -157665.125000 Penalty: 2357.607910
	Iteration 3Q: 3 clusters Score -157665.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -157695.500000 Penalty: 2357.607910
	Iteration 4Q: 3 clusters Score -157695.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -157710.437500 Penalty: 2357.607910
	Iteration 5Q: 3 clusters Score -157710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157721.515625 Penalty: 2357.607910
	Iteration 6Q: 3 clusters Score -157721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -157727.859375 Penalty: 2357.607910
	Iteration 7Q: 3 clusters Score -157727.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157729.171875 Penalty: 2357.607910
	Iteration 8Q: 3 clusters Score -157729.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157730.890625 Penalty: 2357.607910
	Iteration 9Q: 3 clusters Score -157730.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -157734.031250 Penalty: 2357.607910
	Iteration 10Q: 3 clusters Score -157734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -157735.375000 Penalty: 2357.607910
	Iteration 11Q: 3 clusters Score -157735.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157736.156250 Penalty: 2357.607910
	Iteration 12Q: 3 clusters Score -157736.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -157736.406250 Penalty: 2357.607910
	Iteration 13Q: 3 clusters Score -157736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157736.609375 Penalty: 2357.607910
	Iteration 14Q: 3 clusters Score -157736.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -157736.609375 Penalty: 2357.607910
	Iteration 15F: 3 clusters Score -157736.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (9649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Entering Unmasked Estep 
Score: -1095330.125000 Penalty: 1490.874023
	Iteration 0F: 2 clusters Score -1095330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1088373.875000 Penalty: 2981.748047
	Iteration 0F: 3 clusters Score -1088374 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1090547.750000 Penalty: 2981.748047
	Iteration 1F: 3 clusters Score -1090548 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1090792.625000 Penalty: 2981.748047
	Iteration 2F: 3 clusters Score -1090793 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1091024.250000 Penalty: 2981.748047
	Iteration 3F: 3 clusters Score -1091024 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1091288.625000 Penalty: 2981.748047
	Iteration 4F: 3 clusters Score -1091289 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1091598.750000 Penalty: 2981.748047
	Iteration 5F: 3 clusters Score -1091599 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1091987.000000 Penalty: 2981.748047
	Iteration 6F: 3 clusters Score -1091987 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1092492.750000 Penalty: 2981.748047
	Iteration 7F: 3 clusters Score -1092493 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1093004.625000 Penalty: 2981.748047
	Iteration 8F: 3 clusters Score -1093005 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1093442.875000 Penalty: 2981.748047
	Iteration 9Q: 3 clusters Score -1093443 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1093696.750000 Penalty: 2981.748047
	Iteration 10Q: 3 clusters Score -1093697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1093842.375000 Penalty: 2981.748047
	Iteration 11Q: 3 clusters Score -1093842 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1093926.000000 Penalty: 2981.748047
	Iteration 12Q: 3 clusters Score -1093926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1093970.875000 Penalty: 2981.748047
	Iteration 13Q: 3 clusters Score -1093971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1093987.750000 Penalty: 2981.748047
	Iteration 14Q: 3 clusters Score -1093988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1093998.000000 Penalty: 2981.748047
	Iteration 15Q: 3 clusters Score -1093998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1094008.625000 Penalty: 2981.748047
	Iteration 16Q: 3 clusters Score -1094009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1094012.625000 Penalty: 2981.748047
	Iteration 17Q: 3 clusters Score -1094013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1094012.625000 Penalty: 2981.748047
	Iteration 18F: 3 clusters Score -1094013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Entering Unmasked Estep 
Score: -1048827.875000 Penalty: 1480.603027
	Iteration 0F: 2 clusters Score -1048828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1042265.500000 Penalty: 2961.206055
	Iteration 0F: 3 clusters Score -1042266 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1044349.375000 Penalty: 2961.206055
	Iteration 1F: 3 clusters Score -1044349 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1044532.750000 Penalty: 2961.206055
	Iteration 2F: 3 clusters Score -1044533 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1044652.562500 Penalty: 2961.206055
	Iteration 3Q: 3 clusters Score -1044653 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1044748.062500 Penalty: 2961.206055
	Iteration 4Q: 3 clusters Score -1044748 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1044840.125000 Penalty: 2961.206055
	Iteration 5Q: 3 clusters Score -1044840 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1044945.187500 Penalty: 2961.206055
	Iteration 6Q: 3 clusters Score -1044945 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1045073.562500 Penalty: 2961.206055
	Iteration 7Q: 3 clusters Score -1045074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1045224.937500 Penalty: 2961.206055
	Iteration 8Q: 3 clusters Score -1045225 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1045417.437500 Penalty: 2961.206055
	Iteration 9Q: 3 clusters Score -1045417 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1045635.125000 Penalty: 2961.206055
	Iteration 10Q: 3 clusters Score -1045635 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1045903.125000 Penalty: 2961.206055
	Iteration 11Q: 3 clusters Score -1045903 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1046199.000000 Penalty: 2961.206055
	Iteration 12Q: 3 clusters Score -1046199 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1046488.125000 Penalty: 2961.206055
	Iteration 13Q: 3 clusters Score -1046488 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1046761.187500 Penalty: 2961.206055
	Iteration 14Q: 3 clusters Score -1046761 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1047009.437500 Penalty: 2961.206055
	Iteration 15Q: 3 clusters Score -1047009 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1047196.687500 Penalty: 2961.206055
	Iteration 16Q: 3 clusters Score -1047197 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1047317.875000 Penalty: 2961.206055
	Iteration 17Q: 3 clusters Score -1047318 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1047406.750000 Penalty: 2961.206055
	Iteration 18Q: 3 clusters Score -1047407 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1047461.062500 Penalty: 2961.206055
	Iteration 19Q: 3 clusters Score -1047461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1047501.375000 Penalty: 2961.206055
	Iteration 20F: 3 clusters Score -1047501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -1047528.812500 Penalty: 2961.206055
	Iteration 21Q: 3 clusters Score -1047529 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1047550.000000 Penalty: 2961.206055
	Iteration 22Q: 3 clusters Score -1047550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1047568.812500 Penalty: 2961.206055
	Iteration 23Q: 3 clusters Score -1047569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1047586.062500 Penalty: 2961.206055
	Iteration 24Q: 3 clusters Score -1047586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1047592.875000 Penalty: 2961.206055
	Iteration 25Q: 3 clusters Score -1047593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1047598.625000 Penalty: 2961.206055
	Iteration 26Q: 3 clusters Score -1047599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1047602.312500 Penalty: 2961.206055
	Iteration 27Q: 3 clusters Score -1047602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1047605.125000 Penalty: 2961.206055
	Iteration 28Q: 3 clusters Score -1047605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1047608.125000 Penalty: 2961.206055
	Iteration 29Q: 3 clusters Score -1047608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1047612.062500 Penalty: 2961.206055
	Iteration 30Q: 3 clusters Score -1047612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -1047616.250000 Penalty: 2961.206055
	Iteration 31Q: 3 clusters Score -1047616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1047622.062500 Penalty: 2961.206055
	Iteration 32Q: 3 clusters Score -1047622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1047628.875000 Penalty: 2961.206055
	Iteration 33Q: 3 clusters Score -1047629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1047629.687500 Penalty: 2961.206055
	Iteration 34Q: 3 clusters Score -1047630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1047630.812500 Penalty: 2961.206055
	Iteration 35Q: 3 clusters Score -1047631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1047630.812500 Penalty: 2961.206055
	Iteration 36F: 3 clusters Score -1047631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (5090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Entering Unmasked Estep 
Score: -585736.812500 Penalty: 1386.942871
	Iteration 0F: 2 clusters Score -585736.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -581674.000000 Penalty: 2773.885742
	Iteration 0F: 3 clusters Score -581674 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -582803.000000 Penalty: 2773.885742
	Iteration 1F: 3 clusters Score -582803 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -582960.562500 Penalty: 2773.885742
	Iteration 2F: 3 clusters Score -582960.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -583066.625000 Penalty: 2773.885742
	Iteration 3Q: 3 clusters Score -583066.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -583152.500000 Penalty: 2773.885742
	Iteration 4Q: 3 clusters Score -583152.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -583216.125000 Penalty: 2773.885742
	Iteration 5Q: 3 clusters Score -583216.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -583276.687500 Penalty: 2773.885742
	Iteration 6Q: 3 clusters Score -583276.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -583318.187500 Penalty: 2773.885742
	Iteration 7Q: 3 clusters Score -583318.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -583365.125000 Penalty: 2773.885742
	Iteration 8Q: 3 clusters Score -583365.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -583420.875000 Penalty: 2773.885742
	Iteration 9Q: 3 clusters Score -583420.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -583481.687500 Penalty: 2773.885742
	Iteration 10Q: 3 clusters Score -583481.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -583538.437500 Penalty: 2773.885742
	Iteration 11Q: 3 clusters Score -583538.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -583597.687500 Penalty: 2773.885742
	Iteration 12Q: 3 clusters Score -583597.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -583662.937500 Penalty: 2773.885742
	Iteration 13Q: 3 clusters Score -583662.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -583726.500000 Penalty: 2773.885742
	Iteration 14Q: 3 clusters Score -583726.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -583800.000000 Penalty: 2773.885742
	Iteration 15Q: 3 clusters Score -583800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -583892.437500 Penalty: 2773.885742
	Iteration 16Q: 3 clusters Score -583892.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -583989.312500 Penalty: 2773.885742
	Iteration 17Q: 3 clusters Score -583989.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -584108.500000 Penalty: 2773.885742
	Iteration 18Q: 3 clusters Score -584108.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -584194.062500 Penalty: 2773.885742
	Iteration 19Q: 3 clusters Score -584194.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -584259.312500 Penalty: 2773.885742
	Iteration 20F: 3 clusters Score -584259.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -584326.562500 Penalty: 2773.885742
	Iteration 21Q: 3 clusters Score -584326.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -584369.937500 Penalty: 2773.885742
	Iteration 22Q: 3 clusters Score -584369.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -584407.687500 Penalty: 2773.885742
	Iteration 23Q: 3 clusters Score -584407.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -584442.875000 Penalty: 2773.885742
	Iteration 24Q: 3 clusters Score -584442.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -584472.125000 Penalty: 2773.885742
	Iteration 25Q: 3 clusters Score -584472.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -584486.687500 Penalty: 2773.885742
	Iteration 26Q: 3 clusters Score -584486.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -584497.250000 Penalty: 2773.885742
	Iteration 27Q: 3 clusters Score -584497.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -584504.687500 Penalty: 2773.885742
	Iteration 28Q: 3 clusters Score -584504.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -584508.187500 Penalty: 2773.885742
	Iteration 29Q: 3 clusters Score -584508.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -584509.250000 Penalty: 2773.885742
	Iteration 30Q: 3 clusters Score -584509.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -584509.562500 Penalty: 2773.885742
	Iteration 31Q: 3 clusters Score -584509.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -584509.562500 Penalty: 2773.885742
	Iteration 32F: 3 clusters Score -584509.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -290345.750000 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -290345.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -287871.718750 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -287871.7 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -288467.343750 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -288467.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -288589.937500 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -288589.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288655.687500 Penalty: 2552.295166
	Iteration 3Q: 3 clusters Score -288655.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -288695.281250 Penalty: 2552.295166
	Iteration 4Q: 3 clusters Score -288695.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288725.718750 Penalty: 2552.295166
	Iteration 5Q: 3 clusters Score -288725.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -288743.531250 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -288743.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -288758.562500 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -288758.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288771.343750 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -288771.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -288782.281250 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -288782.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -288799.968750 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -288800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -288808.968750 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -288809 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288817.718750 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -288817.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -288826.843750 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -288826.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288832.937500 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -288832.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288840.812500 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -288840.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -288849.562500 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -288849.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -288860.062500 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -288860.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -288867.156250 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -288867.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -288871.531250 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -288871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -288872.312500 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -288872.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -288872.781250 Penalty: 2552.295166
	Iteration 21Q: 3 clusters Score -288872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -288873.281250 Penalty: 2552.295166
	Iteration 22Q: 3 clusters Score -288873.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -288873.750000 Penalty: 2552.295166
	Iteration 23Q: 3 clusters Score -288873.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -288874.718750 Penalty: 2552.295166
	Iteration 24Q: 3 clusters Score -288874.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -288876.500000 Penalty: 2552.295166
	Iteration 25Q: 3 clusters Score -288876.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -288878.312500 Penalty: 2552.295166
	Iteration 26Q: 3 clusters Score -288878.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -288879.000000 Penalty: 2552.295166
	Iteration 27Q: 3 clusters Score -288879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -288882.250000 Penalty: 2552.295166
	Iteration 28Q: 3 clusters Score -288882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -288883.093750 Penalty: 2552.295166
	Iteration 29Q: 3 clusters Score -288883.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -288884.718750 Penalty: 2552.295166
	Iteration 30Q: 3 clusters Score -288884.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288885.625000 Penalty: 2552.295166
	Iteration 31Q: 3 clusters Score -288885.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -288888.062500 Penalty: 2552.295166
	Iteration 32Q: 3 clusters Score -288888.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -288890.156250 Penalty: 2552.295166
	Iteration 33Q: 3 clusters Score -288890.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -288891.593750 Penalty: 2552.295166
	Iteration 34Q: 3 clusters Score -288891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -288892.281250 Penalty: 2552.295166
	Iteration 35Q: 3 clusters Score -288892.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288892.750000 Penalty: 2552.295166
	Iteration 36Q: 3 clusters Score -288892.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -288892.750000 Penalty: 2552.295166
	Iteration 37F: 3 clusters Score -288892.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Entering Unmasked Estep 
Score: -161379.703125 Penalty: 1183.225098
	Iteration 0F: 2 clusters Score -161379.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -159655.500000 Penalty: 2366.450195
	Iteration 0F: 3 clusters Score -159655.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159987.968750 Penalty: 2366.450195
	Iteration 1F: 3 clusters Score -159988 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160075.359375 Penalty: 2366.450195
	Iteration 2F: 3 clusters Score -160075.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -160140.937500 Penalty: 2366.450195
	Iteration 3F: 3 clusters Score -160140.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160210.312500 Penalty: 2366.450195
	Iteration 4Q: 3 clusters Score -160210.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -160271.734375 Penalty: 2366.450195
	Iteration 5Q: 3 clusters Score -160271.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -160331.312500 Penalty: 2366.450195
	Iteration 6Q: 3 clusters Score -160331.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160380.984375 Penalty: 2366.450195
	Iteration 7Q: 3 clusters Score -160381 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -160414.734375 Penalty: 2366.450195
	Iteration 8Q: 3 clusters Score -160414.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -160434.859375 Penalty: 2366.450195
	Iteration 9Q: 3 clusters Score -160434.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160466.218750 Penalty: 2366.450195
	Iteration 10Q: 3 clusters Score -160466.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -160499.468750 Penalty: 2366.450195
	Iteration 11Q: 3 clusters Score -160499.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160530.312500 Penalty: 2366.450195
	Iteration 12Q: 3 clusters Score -160530.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160563.453125 Penalty: 2366.450195
	Iteration 13Q: 3 clusters Score -160563.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -160589.812500 Penalty: 2366.450195
	Iteration 14Q: 3 clusters Score -160589.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -160612.328125 Penalty: 2366.450195
	Iteration 15Q: 3 clusters Score -160612.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -160633.546875 Penalty: 2366.450195
	Iteration 16Q: 3 clusters Score -160633.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -160656.000000 Penalty: 2366.450195
	Iteration 17Q: 3 clusters Score -160656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -160680.656250 Penalty: 2366.450195
	Iteration 18Q: 3 clusters Score -160680.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -160698.937500 Penalty: 2366.450195
	Iteration 19Q: 3 clusters Score -160698.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160716.281250 Penalty: 2366.450195
	Iteration 20F: 3 clusters Score -160716.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160730.390625 Penalty: 2366.450195
	Iteration 21Q: 3 clusters Score -160730.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160749.984375 Penalty: 2366.450195
	Iteration 22Q: 3 clusters Score -160750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160775.406250 Penalty: 2366.450195
	Iteration 23Q: 3 clusters Score -160775.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -160789.453125 Penalty: 2366.450195
	Iteration 24Q: 3 clusters Score -160789.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160801.578125 Penalty: 2366.450195
	Iteration 25Q: 3 clusters Score -160801.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160826.406250 Penalty: 2366.450195
	Iteration 26Q: 3 clusters Score -160826.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160856.296875 Penalty: 2366.450195
	Iteration 27Q: 3 clusters Score -160856.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160895.859375 Penalty: 2366.450195
	Iteration 28Q: 3 clusters Score -160895.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -160909.265625 Penalty: 2366.450195
	Iteration 29Q: 3 clusters Score -160909.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -160925.703125 Penalty: 2366.450195
	Iteration 30Q: 3 clusters Score -160925.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -160932.375000 Penalty: 2366.450195
	Iteration 31Q: 3 clusters Score -160932.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -160940.890625 Penalty: 2366.450195
	Iteration 32Q: 3 clusters Score -160940.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -160949.062500 Penalty: 2366.450195
	Iteration 33Q: 3 clusters Score -160949.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160956.828125 Penalty: 2366.450195
	Iteration 34Q: 3 clusters Score -160956.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -160964.250000 Penalty: 2366.450195
	Iteration 35Q: 3 clusters Score -160964.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -160968.062500 Penalty: 2366.450195
	Iteration 36Q: 3 clusters Score -160968.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -160970.625000 Penalty: 2366.450195
	Iteration 37Q: 3 clusters Score -160970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160971.109375 Penalty: 2366.450195
	Iteration 38Q: 3 clusters Score -160971.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -160971.109375 Penalty: 2366.450195
	Iteration 39F: 3 clusters Score -160971.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -910965.625000 Penalty: 1462.778809
	Iteration 0F: 2 clusters Score -910965.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -904982.875000 Penalty: 2925.557617
	Iteration 0F: 3 clusters Score -904982.9 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -907090.062500 Penalty: 2925.557617
	Iteration 1F: 3 clusters Score -907090.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -907454.125000 Penalty: 2925.557617
	Iteration 2F: 3 clusters Score -907454.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -907729.125000 Penalty: 2925.557617
	Iteration 3F: 3 clusters Score -907729.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -907974.562500 Penalty: 2925.557617
	Iteration 4F: 3 clusters Score -907974.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -908210.750000 Penalty: 2925.557617
	Iteration 5Q: 3 clusters Score -908210.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -908458.187500 Penalty: 2925.557617
	Iteration 6Q: 3 clusters Score -908458.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -908754.750000 Penalty: 2925.557617
	Iteration 7Q: 3 clusters Score -908754.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -909068.125000 Penalty: 2925.557617
	Iteration 8Q: 3 clusters Score -909068.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -909308.750000 Penalty: 2925.557617
	Iteration 9Q: 3 clusters Score -909308.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -909496.187500 Penalty: 2925.557617
	Iteration 10Q: 3 clusters Score -909496.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -909637.312500 Penalty: 2925.557617
	Iteration 11Q: 3 clusters Score -909637.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -909729.687500 Penalty: 2925.557617
	Iteration 12Q: 3 clusters Score -909729.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -909797.812500 Penalty: 2925.557617
	Iteration 13Q: 3 clusters Score -909797.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -909848.500000 Penalty: 2925.557617
	Iteration 14Q: 3 clusters Score -909848.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -909889.437500 Penalty: 2925.557617
	Iteration 15Q: 3 clusters Score -909889.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -909926.250000 Penalty: 2925.557617
	Iteration 16Q: 3 clusters Score -909926.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -909961.062500 Penalty: 2925.557617
	Iteration 17Q: 3 clusters Score -909961.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -909996.500000 Penalty: 2925.557617
	Iteration 18Q: 3 clusters Score -909996.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -910035.937500 Penalty: 2925.557617
	Iteration 19Q: 3 clusters Score -910035.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -910078.062500 Penalty: 2925.557617
	Iteration 20F: 3 clusters Score -910078.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -910101.500000 Penalty: 2925.557617
	Iteration 21Q: 3 clusters Score -910101.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -910118.812500 Penalty: 2925.557617
	Iteration 22Q: 3 clusters Score -910118.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -910135.937500 Penalty: 2925.557617
	Iteration 23Q: 3 clusters Score -910135.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -910151.562500 Penalty: 2925.557617
	Iteration 24Q: 3 clusters Score -910151.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -910159.437500 Penalty: 2925.557617
	Iteration 25Q: 3 clusters Score -910159.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -910163.000000 Penalty: 2925.557617
	Iteration 26Q: 3 clusters Score -910163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -910166.062500 Penalty: 2925.557617
	Iteration 27Q: 3 clusters Score -910166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -910169.000000 Penalty: 2925.557617
	Iteration 28Q: 3 clusters Score -910169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -910173.375000 Penalty: 2925.557617
	Iteration 29Q: 3 clusters Score -910173.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -910182.437500 Penalty: 2925.557617
	Iteration 30Q: 3 clusters Score -910182.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -910198.750000 Penalty: 2925.557617
	Iteration 31Q: 3 clusters Score -910198.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -910212.375000 Penalty: 2925.557617
	Iteration 32Q: 3 clusters Score -910212.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -910229.812500 Penalty: 2925.557617
	Iteration 33Q: 3 clusters Score -910229.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -910252.250000 Penalty: 2925.557617
	Iteration 34Q: 3 clusters Score -910252.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -910276.750000 Penalty: 2925.557617
	Iteration 35Q: 3 clusters Score -910276.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -910306.750000 Penalty: 2925.557617
	Iteration 36Q: 3 clusters Score -910306.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -910330.437500 Penalty: 2925.557617
	Iteration 37Q: 3 clusters Score -910330.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -910343.125000 Penalty: 2925.557617
	Iteration 38Q: 3 clusters Score -910343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -910351.000000 Penalty: 2925.557617
	Iteration 39Q: 3 clusters Score -910351 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -910351.625000 Penalty: 2925.557617
	Iteration 40F: 3 clusters Score -910351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -910353.937500 Penalty: 2925.557617
	Iteration 41Q: 3 clusters Score -910353.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -910355.812500 Penalty: 2925.557617
	Iteration 42Q: 3 clusters Score -910355.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -910358.062500 Penalty: 2925.557617
	Iteration 43Q: 3 clusters Score -910358.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -910360.250000 Penalty: 2925.557617
	Iteration 44Q: 3 clusters Score -910360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -910360.812500 Penalty: 2925.557617
	Iteration 45Q: 3 clusters Score -910360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -910360.812500 Penalty: 2925.557617
	Iteration 46F: 3 clusters Score -910360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -993678.312500 Penalty: 1473.432617
	Iteration 0F: 2 clusters Score -993678.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -987392.875000 Penalty: 2946.865234
	Iteration 0F: 3 clusters Score -987392.9 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -989316.437500 Penalty: 2946.865234
	Iteration 1F: 3 clusters Score -989316.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -989550.187500 Penalty: 2946.865234
	Iteration 2F: 3 clusters Score -989550.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -989792.437500 Penalty: 2946.865234
	Iteration 3F: 3 clusters Score -989792.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -990067.625000 Penalty: 2946.865234
	Iteration 4F: 3 clusters Score -990067.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -990401.312500 Penalty: 2946.865234
	Iteration 5F: 3 clusters Score -990401.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -990773.250000 Penalty: 2946.865234
	Iteration 6F: 3 clusters Score -990773.2 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -991169.125000 Penalty: 2946.865234
	Iteration 7F: 3 clusters Score -991169.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -991566.312500 Penalty: 2946.865234
	Iteration 8F: 3 clusters Score -991566.3 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -991872.500000 Penalty: 2946.865234
	Iteration 9Q: 3 clusters Score -991872.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -992120.250000 Penalty: 2946.865234
	Iteration 10Q: 3 clusters Score -992120.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -992246.625000 Penalty: 2946.865234
	Iteration 11Q: 3 clusters Score -992246.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -992304.875000 Penalty: 2946.865234
	Iteration 12Q: 3 clusters Score -992304.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -992347.562500 Penalty: 2946.865234
	Iteration 13Q: 3 clusters Score -992347.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -992377.500000 Penalty: 2946.865234
	Iteration 14Q: 3 clusters Score -992377.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -992393.125000 Penalty: 2946.865234
	Iteration 15Q: 3 clusters Score -992393.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -992403.187500 Penalty: 2946.865234
	Iteration 16Q: 3 clusters Score -992403.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -992410.250000 Penalty: 2946.865234
	Iteration 17Q: 3 clusters Score -992410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -992415.437500 Penalty: 2946.865234
	Iteration 18Q: 3 clusters Score -992415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -992419.875000 Penalty: 2946.865234
	Iteration 19Q: 3 clusters Score -992419.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -992432.437500 Penalty: 2946.865234
	Iteration 20F: 3 clusters Score -992432.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -992436.875000 Penalty: 2946.865234
	Iteration 21Q: 3 clusters Score -992436.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -992436.875000 Penalty: 2946.865234
	Iteration 22F: 3 clusters Score -992436.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Entering Unmasked Estep 
Score: -621942.562500 Penalty: 1416.968750
	Iteration 0F: 2 clusters Score -621942.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -617260.562500 Penalty: 2833.937500
	Iteration 0F: 3 clusters Score -617260.6 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -618933.375000 Penalty: 2833.937500
	Iteration 1F: 3 clusters Score -618933.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -619438.937500 Penalty: 2833.937500
	Iteration 2F: 3 clusters Score -619438.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -619840.625000 Penalty: 2833.937500
	Iteration 3F: 3 clusters Score -619840.6 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -620145.937500 Penalty: 2833.937500
	Iteration 4F: 3 clusters Score -620145.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -620373.750000 Penalty: 2833.937500
	Iteration 5F: 3 clusters Score -620373.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -620574.000000 Penalty: 2833.937500
	Iteration 6Q: 3 clusters Score -620574 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -620715.375000 Penalty: 2833.937500
	Iteration 7Q: 3 clusters Score -620715.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -620822.875000 Penalty: 2833.937500
	Iteration 8Q: 3 clusters Score -620822.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -620891.812500 Penalty: 2833.937500
	Iteration 9Q: 3 clusters Score -620891.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -620944.187500 Penalty: 2833.937500
	Iteration 10Q: 3 clusters Score -620944.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -620994.437500 Penalty: 2833.937500
	Iteration 11Q: 3 clusters Score -620994.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -621041.562500 Penalty: 2833.937500
	Iteration 12Q: 3 clusters Score -621041.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -621082.250000 Penalty: 2833.937500
	Iteration 13Q: 3 clusters Score -621082.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -621110.500000 Penalty: 2833.937500
	Iteration 14Q: 3 clusters Score -621110.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -621133.625000 Penalty: 2833.937500
	Iteration 15Q: 3 clusters Score -621133.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -621157.875000 Penalty: 2833.937500
	Iteration 16Q: 3 clusters Score -621157.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -621186.875000 Penalty: 2833.937500
	Iteration 17Q: 3 clusters Score -621186.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -621215.937500 Penalty: 2833.937500
	Iteration 18Q: 3 clusters Score -621215.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -621240.125000 Penalty: 2833.937500
	Iteration 19Q: 3 clusters Score -621240.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -621265.187500 Penalty: 2833.937500
	Iteration 20F: 3 clusters Score -621265.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -621294.875000 Penalty: 2833.937500
	Iteration 21Q: 3 clusters Score -621294.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -621311.750000 Penalty: 2833.937500
	Iteration 22Q: 3 clusters Score -621311.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -621322.312500 Penalty: 2833.937500
	Iteration 23Q: 3 clusters Score -621322.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -621331.875000 Penalty: 2833.937500
	Iteration 24Q: 3 clusters Score -621331.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -621339.375000 Penalty: 2833.937500
	Iteration 25Q: 3 clusters Score -621339.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -621344.937500 Penalty: 2833.937500
	Iteration 26Q: 3 clusters Score -621344.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -621347.812500 Penalty: 2833.937500
	Iteration 27Q: 3 clusters Score -621347.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -621353.187500 Penalty: 2833.937500
	Iteration 28Q: 3 clusters Score -621353.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -621355.062500 Penalty: 2833.937500
	Iteration 29Q: 3 clusters Score -621355.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -621358.500000 Penalty: 2833.937500
	Iteration 30Q: 3 clusters Score -621358.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -621362.375000 Penalty: 2833.937500
	Iteration 31Q: 3 clusters Score -621362.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -621365.812500 Penalty: 2833.937500
	Iteration 32Q: 3 clusters Score -621365.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -621368.000000 Penalty: 2833.937500
	Iteration 33Q: 3 clusters Score -621368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -621373.312500 Penalty: 2833.937500
	Iteration 34Q: 3 clusters Score -621373.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -621375.062500 Penalty: 2833.937500
	Iteration 35Q: 3 clusters Score -621375.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -621379.937500 Penalty: 2833.937500
	Iteration 36Q: 3 clusters Score -621379.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -621381.500000 Penalty: 2833.937500
	Iteration 37Q: 3 clusters Score -621381.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -621381.750000 Penalty: 2833.937500
	Iteration 38Q: 3 clusters Score -621381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -621383.312500 Penalty: 2833.937500
	Iteration 39Q: 3 clusters Score -621383.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -621383.500000 Penalty: 2833.937500
	Iteration 40F: 3 clusters Score -621383.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -621383.750000 Penalty: 2833.937500
	Iteration 41Q: 3 clusters Score -621383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -621385.437500 Penalty: 2833.937500
	Iteration 42Q: 3 clusters Score -621385.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -621387.687500 Penalty: 2833.937500
	Iteration 43Q: 3 clusters Score -621387.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -621387.687500 Penalty: 2833.937500
	Iteration 44Q: 3 clusters Score -621387.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -621391.000000 Penalty: 2833.937500
	Iteration 45Q: 3 clusters Score -621391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -621391.500000 Penalty: 2833.937500
	Iteration 46Q: 3 clusters Score -621391.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -621391.812500 Penalty: 2833.937500
	Iteration 47Q: 3 clusters Score -621391.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -621393.750000 Penalty: 2833.937500
	Iteration 48Q: 3 clusters Score -621393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -621394.062500 Penalty: 2833.937500
	Iteration 49Q: 3 clusters Score -621394.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -621393.875000 Penalty: 2833.937500
	Iteration 50Q: 3 clusters Score -621393.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -621394.062500 Penalty: 2833.937500
	Iteration 51Q: 3 clusters Score -621394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -621394.062500 Penalty: 2833.937500
	Iteration 52F: 3 clusters Score -621394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Entering Unmasked Estep 
Score: -26696.449219 Penalty: 862.593506
	Iteration 0F: 2 clusters Score -26696.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -25979.251953 Penalty: 1725.187012
	Iteration 0F: 3 clusters Score -25979.25 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -26040.082031 Penalty: 1725.187012
	Iteration 1F: 3 clusters Score -26040.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26061.195312 Penalty: 1725.187012
	Iteration 2Q: 3 clusters Score -26061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26066.519531 Penalty: 1725.187012
	Iteration 3Q: 3 clusters Score -26066.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26073.945312 Penalty: 1725.187012
	Iteration 4Q: 3 clusters Score -26073.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26087.738281 Penalty: 1725.187012
	Iteration 5Q: 3 clusters Score -26087.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -26091.615234 Penalty: 1725.187012
	Iteration 6Q: 3 clusters Score -26091.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -26100.828125 Penalty: 1725.187012
	Iteration 7Q: 3 clusters Score -26100.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26116.253906 Penalty: 1725.187012
	Iteration 8Q: 3 clusters Score -26116.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26124.824219 Penalty: 1725.187012
	Iteration 9Q: 3 clusters Score -26124.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26154.531250 Penalty: 1725.187012
	Iteration 10Q: 3 clusters Score -26154.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26163.427734 Penalty: 1725.187012
	Iteration 11Q: 3 clusters Score -26163.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26169.505859 Penalty: 1725.187012
	Iteration 12Q: 3 clusters Score -26169.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -26179.480469 Penalty: 1725.187012
	Iteration 13Q: 3 clusters Score -26179.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26181.183594 Penalty: 1725.187012
	Iteration 14Q: 3 clusters Score -26181.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -26181.183594 Penalty: 1725.187012
	Iteration 15F: 3 clusters Score -26181.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -251131.875000 Penalty: 1253.272095
	Iteration 0F: 2 clusters Score -251131.9 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 1100 members 
Entering Unmasked Estep 
Score: -248900.921875 Penalty: 2506.544189
	Iteration 0F: 3 clusters Score -248900.9 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -249364.515625 Penalty: 2506.544189
	Iteration 1F: 3 clusters Score -249364.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -249467.171875 Penalty: 2506.544189
	Iteration 2F: 3 clusters Score -249467.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249526.796875 Penalty: 2506.544189
	Iteration 3Q: 3 clusters Score -249526.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -249569.718750 Penalty: 2506.544189
	Iteration 4Q: 3 clusters Score -249569.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249600.687500 Penalty: 2506.544189
	Iteration 5Q: 3 clusters Score -249600.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249619.312500 Penalty: 2506.544189
	Iteration 6Q: 3 clusters Score -249619.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -249635.593750 Penalty: 2506.544189
	Iteration 7Q: 3 clusters Score -249635.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249649.984375 Penalty: 2506.544189
	Iteration 8Q: 3 clusters Score -249650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -249662.328125 Penalty: 2506.544189
	Iteration 9Q: 3 clusters Score -249662.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -249671.281250 Penalty: 2506.544189
	Iteration 10Q: 3 clusters Score -249671.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -249681.265625 Penalty: 2506.544189
	Iteration 11Q: 3 clusters Score -249681.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249691.500000 Penalty: 2506.544189
	Iteration 12Q: 3 clusters Score -249691.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -249698.921875 Penalty: 2506.544189
	Iteration 13Q: 3 clusters Score -249698.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249704.203125 Penalty: 2506.544189
	Iteration 14Q: 3 clusters Score -249704.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249708.781250 Penalty: 2506.544189
	Iteration 15Q: 3 clusters Score -249708.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249717.265625 Penalty: 2506.544189
	Iteration 16Q: 3 clusters Score -249717.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -249728.093750 Penalty: 2506.544189
	Iteration 17Q: 3 clusters Score -249728.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -249736.921875 Penalty: 2506.544189
	Iteration 18Q: 3 clusters Score -249736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -249747.218750 Penalty: 2506.544189
	Iteration 19Q: 3 clusters Score -249747.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -249761.765625 Penalty: 2506.544189
	Iteration 20F: 3 clusters Score -249761.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -249778.000000 Penalty: 2506.544189
	Iteration 21Q: 3 clusters Score -249778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249795.500000 Penalty: 2506.544189
	Iteration 22Q: 3 clusters Score -249795.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -249811.875000 Penalty: 2506.544189
	Iteration 23Q: 3 clusters Score -249811.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -249822.953125 Penalty: 2506.544189
	Iteration 24Q: 3 clusters Score -249823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -249831.765625 Penalty: 2506.544189
	Iteration 25Q: 3 clusters Score -249831.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -249840.984375 Penalty: 2506.544189
	Iteration 26Q: 3 clusters Score -249841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -249848.812500 Penalty: 2506.544189
	Iteration 27Q: 3 clusters Score -249848.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -249856.750000 Penalty: 2506.544189
	Iteration 28Q: 3 clusters Score -249856.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -249864.656250 Penalty: 2506.544189
	Iteration 29Q: 3 clusters Score -249864.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -249871.765625 Penalty: 2506.544189
	Iteration 30Q: 3 clusters Score -249871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249882.078125 Penalty: 2506.544189
	Iteration 31Q: 3 clusters Score -249882.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -249890.109375 Penalty: 2506.544189
	Iteration 32Q: 3 clusters Score -249890.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -249893.140625 Penalty: 2506.544189
	Iteration 33Q: 3 clusters Score -249893.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249896.140625 Penalty: 2506.544189
	Iteration 34Q: 3 clusters Score -249896.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -249900.296875 Penalty: 2506.544189
	Iteration 35Q: 3 clusters Score -249900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -249904.468750 Penalty: 2506.544189
	Iteration 36Q: 3 clusters Score -249904.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -249906.375000 Penalty: 2506.544189
	Iteration 37Q: 3 clusters Score -249906.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -249909.062500 Penalty: 2506.544189
	Iteration 38Q: 3 clusters Score -249909.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -249912.500000 Penalty: 2506.544189
	Iteration 39Q: 3 clusters Score -249912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -249914.843750 Penalty: 2506.544189
	Iteration 40F: 3 clusters Score -249914.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -249919.906250 Penalty: 2506.544189
	Iteration 41Q: 3 clusters Score -249919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -249929.343750 Penalty: 2506.544189
	Iteration 42Q: 3 clusters Score -249929.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -249936.234375 Penalty: 2506.544189
	Iteration 43Q: 3 clusters Score -249936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -249942.171875 Penalty: 2506.544189
	Iteration 44Q: 3 clusters Score -249942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -249944.375000 Penalty: 2506.544189
	Iteration 45Q: 3 clusters Score -249944.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -249947.781250 Penalty: 2506.544189
	Iteration 46Q: 3 clusters Score -249947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -249951.500000 Penalty: 2506.544189
	Iteration 47Q: 3 clusters Score -249951.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -249954.843750 Penalty: 2506.544189
	Iteration 48Q: 3 clusters Score -249954.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -249957.281250 Penalty: 2506.544189
	Iteration 49Q: 3 clusters Score -249957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -249958.515625 Penalty: 2506.544189
	Iteration 50Q: 3 clusters Score -249958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -249960.921875 Penalty: 2506.544189
	Iteration 51Q: 3 clusters Score -249960.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -249961.968750 Penalty: 2506.544189
	Iteration 52Q: 3 clusters Score -249962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249963.234375 Penalty: 2506.544189
	Iteration 53Q: 3 clusters Score -249963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249965.000000 Penalty: 2506.544189
	Iteration 54Q: 3 clusters Score -249965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -249966.500000 Penalty: 2506.544189
	Iteration 55Q: 3 clusters Score -249966.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -249968.234375 Penalty: 2506.544189
	Iteration 56Q: 3 clusters Score -249968.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249968.578125 Penalty: 2506.544189
	Iteration 57Q: 3 clusters Score -249968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -249968.578125 Penalty: 2506.544189
	Iteration 58F: 3 clusters Score -249968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Entering Unmasked Estep 
Score: -91084.445312 Penalty: 1125.728149
	Iteration 0F: 2 clusters Score -91084.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -89656.523438 Penalty: 2251.456299
	Iteration 0F: 3 clusters Score -89656.52 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -90001.906250 Penalty: 2251.456299
	Iteration 1F: 3 clusters Score -90001.91 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -90147.242188 Penalty: 2251.456299
	Iteration 2F: 3 clusters Score -90147.24 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -90214.000000 Penalty: 2251.456299
	Iteration 3F: 3 clusters Score -90214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90245.226562 Penalty: 2251.456299
	Iteration 4Q: 3 clusters Score -90245.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90271.250000 Penalty: 2251.456299
	Iteration 5Q: 3 clusters Score -90271.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -90280.093750 Penalty: 2251.456299
	Iteration 6Q: 3 clusters Score -90280.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90293.179688 Penalty: 2251.456299
	Iteration 7Q: 3 clusters Score -90293.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90305.437500 Penalty: 2251.456299
	Iteration 8Q: 3 clusters Score -90305.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90324.375000 Penalty: 2251.456299
	Iteration 9Q: 3 clusters Score -90324.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90362.226562 Penalty: 2251.456299
	Iteration 10Q: 3 clusters Score -90362.23 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90393.000000 Penalty: 2251.456299
	Iteration 11Q: 3 clusters Score -90393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -90409.875000 Penalty: 2251.456299
	Iteration 12Q: 3 clusters Score -90409.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90420.398438 Penalty: 2251.456299
	Iteration 13Q: 3 clusters Score -90420.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -90427.640625 Penalty: 2251.456299
	Iteration 14Q: 3 clusters Score -90427.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -90438.585938 Penalty: 2251.456299
	Iteration 15Q: 3 clusters Score -90438.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90463.125000 Penalty: 2251.456299
	Iteration 16Q: 3 clusters Score -90463.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -90472.406250 Penalty: 2251.456299
	Iteration 17Q: 3 clusters Score -90472.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -90485.789062 Penalty: 2251.456299
	Iteration 18Q: 3 clusters Score -90485.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -90493.132812 Penalty: 2251.456299
	Iteration 19Q: 3 clusters Score -90493.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -90497.273438 Penalty: 2251.456299
	Iteration 20F: 3 clusters Score -90497.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -90502.351562 Penalty: 2251.456299
	Iteration 21Q: 3 clusters Score -90502.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90505.765625 Penalty: 2251.456299
	Iteration 22Q: 3 clusters Score -90505.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -90506.906250 Penalty: 2251.456299
	Iteration 23Q: 3 clusters Score -90506.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90508.187500 Penalty: 2251.456299
	Iteration 24Q: 3 clusters Score -90508.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -90508.187500 Penalty: 2251.456299
	Iteration 25F: 3 clusters Score -90508.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Entering Unmasked Estep 
Score: -121009.429688 Penalty: 1142.944824
	Iteration 0F: 2 clusters Score -121009.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -119479.523438 Penalty: 2285.889648
	Iteration 0F: 3 clusters Score -119479.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -119772.742188 Penalty: 2285.889648
	Iteration 1F: 3 clusters Score -119772.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -119878.343750 Penalty: 2285.889648
	Iteration 2F: 3 clusters Score -119878.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -119959.890625 Penalty: 2285.889648
	Iteration 3F: 3 clusters Score -119959.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -120043.195312 Penalty: 2285.889648
	Iteration 4F: 3 clusters Score -120043.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -120104.554688 Penalty: 2285.889648
	Iteration 5Q: 3 clusters Score -120104.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -120164.828125 Penalty: 2285.889648
	Iteration 6Q: 3 clusters Score -120164.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120210.929688 Penalty: 2285.889648
	Iteration 7Q: 3 clusters Score -120210.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -120253.734375 Penalty: 2285.889648
	Iteration 8Q: 3 clusters Score -120253.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -120298.054688 Penalty: 2285.889648
	Iteration 9Q: 3 clusters Score -120298.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -120318.664062 Penalty: 2285.889648
	Iteration 10Q: 3 clusters Score -120318.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -120332.632812 Penalty: 2285.889648
	Iteration 11Q: 3 clusters Score -120332.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -120339.312500 Penalty: 2285.889648
	Iteration 12Q: 3 clusters Score -120339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120348.367188 Penalty: 2285.889648
	Iteration 13Q: 3 clusters Score -120348.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -120355.414062 Penalty: 2285.889648
	Iteration 14Q: 3 clusters Score -120355.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120359.015625 Penalty: 2285.889648
	Iteration 15Q: 3 clusters Score -120359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -120361.421875 Penalty: 2285.889648
	Iteration 16Q: 3 clusters Score -120361.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -120361.421875 Penalty: 2285.889648
	Iteration 17F: 3 clusters Score -120361.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -190849.406250 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -190849.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -188884.140625 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -188884.1 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -189314.328125 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -189314.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -189438.828125 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -189438.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -189522.625000 Penalty: 2437.132812
	Iteration 3F: 3 clusters Score -189522.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -189579.031250 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -189579 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189654.890625 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -189654.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -189728.968750 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -189729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -189773.718750 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -189773.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -189809.937500 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -189809.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -189851.375000 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -189851.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -189885.109375 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -189885.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -189916.359375 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -189916.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -189940.468750 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -189940.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -189958.640625 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -189958.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -189971.421875 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -189971.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -189983.812500 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -189983.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -190002.187500 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -190002.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -190016.343750 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -190016.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190030.859375 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -190030.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -190041.031250 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -190041 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190051.812500 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -190051.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -190063.734375 Penalty: 2437.132812
	Iteration 21Q: 3 clusters Score -190063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -190075.843750 Penalty: 2437.132812
	Iteration 22Q: 3 clusters Score -190075.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -190090.875000 Penalty: 2437.132812
	Iteration 23Q: 3 clusters Score -190090.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -190110.515625 Penalty: 2437.132812
	Iteration 24Q: 3 clusters Score -190110.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -190126.000000 Penalty: 2437.132812
	Iteration 25Q: 3 clusters Score -190126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -190137.109375 Penalty: 2437.132812
	Iteration 26Q: 3 clusters Score -190137.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -190145.171875 Penalty: 2437.132812
	Iteration 27Q: 3 clusters Score -190145.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -190153.125000 Penalty: 2437.132812
	Iteration 28Q: 3 clusters Score -190153.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -190164.171875 Penalty: 2437.132812
	Iteration 29Q: 3 clusters Score -190164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -190170.406250 Penalty: 2437.132812
	Iteration 30Q: 3 clusters Score -190170.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -190173.625000 Penalty: 2437.132812
	Iteration 31Q: 3 clusters Score -190173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -190178.187500 Penalty: 2437.132812
	Iteration 32Q: 3 clusters Score -190178.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -190186.234375 Penalty: 2437.132812
	Iteration 33Q: 3 clusters Score -190186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -190191.937500 Penalty: 2437.132812
	Iteration 34Q: 3 clusters Score -190191.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -190196.796875 Penalty: 2437.132812
	Iteration 35Q: 3 clusters Score -190196.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -190199.078125 Penalty: 2437.132812
	Iteration 36Q: 3 clusters Score -190199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -190202.625000 Penalty: 2437.132812
	Iteration 37Q: 3 clusters Score -190202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -190207.140625 Penalty: 2437.132812
	Iteration 38Q: 3 clusters Score -190207.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190209.000000 Penalty: 2437.132812
	Iteration 39Q: 3 clusters Score -190209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -190210.703125 Penalty: 2437.132812
	Iteration 40F: 3 clusters Score -190210.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190212.000000 Penalty: 2437.132812
	Iteration 41Q: 3 clusters Score -190212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190212.000000 Penalty: 2437.132812
	Iteration 42F: 3 clusters Score -190212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -304236.593750 Penalty: 1281.060059
	Iteration 0F: 2 clusters Score -304236.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -301755.218750 Penalty: 2562.120117
	Iteration 0F: 3 clusters Score -301755.2 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -302292.187500 Penalty: 2562.120117
	Iteration 1F: 3 clusters Score -302292.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -302422.281250 Penalty: 2562.120117
	Iteration 2F: 3 clusters Score -302422.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -302522.593750 Penalty: 2562.120117
	Iteration 3F: 3 clusters Score -302522.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -302606.906250 Penalty: 2562.120117
	Iteration 4Q: 3 clusters Score -302606.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -302678.687500 Penalty: 2562.120117
	Iteration 5Q: 3 clusters Score -302678.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -302753.125000 Penalty: 2562.120117
	Iteration 6Q: 3 clusters Score -302753.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -302814.312500 Penalty: 2562.120117
	Iteration 7Q: 3 clusters Score -302814.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -302858.281250 Penalty: 2562.120117
	Iteration 8Q: 3 clusters Score -302858.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -302883.906250 Penalty: 2562.120117
	Iteration 9Q: 3 clusters Score -302883.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -302913.125000 Penalty: 2562.120117
	Iteration 10Q: 3 clusters Score -302913.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -302937.250000 Penalty: 2562.120117
	Iteration 11Q: 3 clusters Score -302937.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -302958.281250 Penalty: 2562.120117
	Iteration 12Q: 3 clusters Score -302958.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -302974.093750 Penalty: 2562.120117
	Iteration 13Q: 3 clusters Score -302974.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -302991.343750 Penalty: 2562.120117
	Iteration 14Q: 3 clusters Score -302991.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -303008.375000 Penalty: 2562.120117
	Iteration 15Q: 3 clusters Score -303008.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -303024.312500 Penalty: 2562.120117
	Iteration 16Q: 3 clusters Score -303024.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -303036.500000 Penalty: 2562.120117
	Iteration 17Q: 3 clusters Score -303036.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -303049.281250 Penalty: 2562.120117
	Iteration 18Q: 3 clusters Score -303049.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -303059.875000 Penalty: 2562.120117
	Iteration 19Q: 3 clusters Score -303059.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -303068.281250 Penalty: 2562.120117
	Iteration 20F: 3 clusters Score -303068.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -303077.843750 Penalty: 2562.120117
	Iteration 21Q: 3 clusters Score -303077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -303088.187500 Penalty: 2562.120117
	Iteration 22Q: 3 clusters Score -303088.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -303098.875000 Penalty: 2562.120117
	Iteration 23Q: 3 clusters Score -303098.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -303101.656250 Penalty: 2562.120117
	Iteration 24Q: 3 clusters Score -303101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -303102.718750 Penalty: 2562.120117
	Iteration 25Q: 3 clusters Score -303102.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -303104.218750 Penalty: 2562.120117
	Iteration 26Q: 3 clusters Score -303104.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -303105.187500 Penalty: 2562.120117
	Iteration 27Q: 3 clusters Score -303105.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -303106.250000 Penalty: 2562.120117
	Iteration 28Q: 3 clusters Score -303106.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -303106.937500 Penalty: 2562.120117
	Iteration 29Q: 3 clusters Score -303106.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -303106.937500 Penalty: 2562.120117
	Iteration 30F: 3 clusters Score -303106.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Entering Unmasked Estep 
Score: -13371.154297 Penalty: 857.693665
	Iteration 0F: 2 clusters Score -13371.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -12690.960938 Penalty: 1715.387329
	Iteration 0F: 3 clusters Score -12690.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -12802.746094 Penalty: 1715.387329
	Iteration 1F: 3 clusters Score -12802.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -12881.333984 Penalty: 1715.387329
	Iteration 2F: 3 clusters Score -12881.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -12938.532227 Penalty: 1715.387329
	Iteration 3F: 3 clusters Score -12938.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12950.740234 Penalty: 1715.387329
	Iteration 4Q: 3 clusters Score -12950.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -12968.634766 Penalty: 1715.387329
	Iteration 5Q: 3 clusters Score -12968.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -13007.446289 Penalty: 1715.387329
	Iteration 6Q: 3 clusters Score -13007.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -13024.580078 Penalty: 1715.387329
	Iteration 7Q: 3 clusters Score -13024.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13033.875977 Penalty: 1715.387329
	Iteration 8Q: 3 clusters Score -13033.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -13059.560547 Penalty: 1715.387329
	Iteration 9Q: 3 clusters Score -13059.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13060.857422 Penalty: 1715.387329
	Iteration 10Q: 3 clusters Score -13060.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -13060.857422 Penalty: 1715.387329
	Iteration 11F: 3 clusters Score -13060.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -94628.843750 Penalty: 1098.379028
	Iteration 0F: 2 clusters Score -94628.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -93261.312500 Penalty: 2196.758057
	Iteration 0F: 3 clusters Score -93261.31 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -93444.445312 Penalty: 2196.758057
	Iteration 1F: 3 clusters Score -93444.45 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -93502.140625 Penalty: 2196.758057
	Iteration 2F: 3 clusters Score -93502.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -93541.453125 Penalty: 2196.758057
	Iteration 3Q: 3 clusters Score -93541.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -93566.570312 Penalty: 2196.758057
	Iteration 4Q: 3 clusters Score -93566.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -93586.703125 Penalty: 2196.758057
	Iteration 5Q: 3 clusters Score -93586.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -93602.281250 Penalty: 2196.758057
	Iteration 6Q: 3 clusters Score -93602.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -93606.546875 Penalty: 2196.758057
	Iteration 7Q: 3 clusters Score -93606.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -93613.312500 Penalty: 2196.758057
	Iteration 8Q: 3 clusters Score -93613.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93627.304688 Penalty: 2196.758057
	Iteration 9Q: 3 clusters Score -93627.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -93637.109375 Penalty: 2196.758057
	Iteration 10Q: 3 clusters Score -93637.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -93644.328125 Penalty: 2196.758057
	Iteration 11Q: 3 clusters Score -93644.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -93646.617188 Penalty: 2196.758057
	Iteration 12Q: 3 clusters Score -93646.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -93648.570312 Penalty: 2196.758057
	Iteration 13Q: 3 clusters Score -93648.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93649.875000 Penalty: 2196.758057
	Iteration 14Q: 3 clusters Score -93649.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -93649.875000 Penalty: 2196.758057
	Iteration 15F: 3 clusters Score -93649.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Entering Unmasked Estep 
Score: -61924.351562 Penalty: 962.256470
	Iteration 0F: 2 clusters Score -61924.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -60973.179688 Penalty: 1924.512939
	Iteration 0F: 3 clusters Score -60973.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61066.128906 Penalty: 1924.512939
	Iteration 1F: 3 clusters Score -61066.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61112.156250 Penalty: 1924.512939
	Iteration 2F: 3 clusters Score -61112.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61132.605469 Penalty: 1924.512939
	Iteration 3Q: 3 clusters Score -61132.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61141.601562 Penalty: 1924.512939
	Iteration 4Q: 3 clusters Score -61141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -61141.601562 Penalty: 1924.512939
	Iteration 5F: 3 clusters Score -61141.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Entering Unmasked Estep 
Score: -168743.843750 Penalty: 1190.015259
	Iteration 0F: 2 clusters Score -168743.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -166935.312500 Penalty: 2380.030518
	Iteration 0F: 3 clusters Score -166935.3 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -167294.156250 Penalty: 2380.030518
	Iteration 1F: 3 clusters Score -167294.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -167432.031250 Penalty: 2380.030518
	Iteration 2F: 3 clusters Score -167432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -167548.906250 Penalty: 2380.030518
	Iteration 3F: 3 clusters Score -167548.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -167621.546875 Penalty: 2380.030518
	Iteration 4F: 3 clusters Score -167621.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -167672.343750 Penalty: 2380.030518
	Iteration 5Q: 3 clusters Score -167672.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -167731.750000 Penalty: 2380.030518
	Iteration 6Q: 3 clusters Score -167731.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -167779.734375 Penalty: 2380.030518
	Iteration 7Q: 3 clusters Score -167779.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -167811.968750 Penalty: 2380.030518
	Iteration 8Q: 3 clusters Score -167812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -167830.281250 Penalty: 2380.030518
	Iteration 9Q: 3 clusters Score -167830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -167840.640625 Penalty: 2380.030518
	Iteration 10Q: 3 clusters Score -167840.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -167850.796875 Penalty: 2380.030518
	Iteration 11Q: 3 clusters Score -167850.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -167867.156250 Penalty: 2380.030518
	Iteration 12Q: 3 clusters Score -167867.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -167885.015625 Penalty: 2380.030518
	Iteration 13Q: 3 clusters Score -167885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -167901.578125 Penalty: 2380.030518
	Iteration 14Q: 3 clusters Score -167901.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -167923.937500 Penalty: 2380.030518
	Iteration 15Q: 3 clusters Score -167923.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -167952.203125 Penalty: 2380.030518
	Iteration 16Q: 3 clusters Score -167952.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -167979.921875 Penalty: 2380.030518
	Iteration 17Q: 3 clusters Score -167979.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -167996.359375 Penalty: 2380.030518
	Iteration 18Q: 3 clusters Score -167996.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -168013.906250 Penalty: 2380.030518
	Iteration 19Q: 3 clusters Score -168013.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -168020.078125 Penalty: 2380.030518
	Iteration 20F: 3 clusters Score -168020.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -168023.343750 Penalty: 2380.030518
	Iteration 21Q: 3 clusters Score -168023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -168023.609375 Penalty: 2380.030518
	Iteration 22Q: 3 clusters Score -168023.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -168023.609375 Penalty: 2380.030518
	Iteration 23F: 3 clusters Score -168023.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (29730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Entering Unmasked Estep 
Score: -3419194.750000 Penalty: 1673.735596
	Iteration 0F: 2 clusters Score -3419195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -3399129.250000 Penalty: 3347.471191
	Iteration 0F: 3 clusters Score -3399129 nChanged 13707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3406798.750000 Penalty: 3347.471191
	Iteration 1F: 3 clusters Score -3406799 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -3407282.250000 Penalty: 3347.471191
	Iteration 2Q: 3 clusters Score -3407282 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -3407834.500000 Penalty: 3347.471191
	Iteration 3Q: 3 clusters Score -3407834 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3408708.750000 Penalty: 3347.471191
	Iteration 4F: 3 clusters Score -3408709 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -3410015.000000 Penalty: 3347.471191
	Iteration 5F: 3 clusters Score -3410015 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -3412013.750000 Penalty: 3347.471191
	Iteration 6F: 3 clusters Score -3412014 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -3414243.500000 Penalty: 3347.471191
	Iteration 7F: 3 clusters Score -3414244 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3416065.500000 Penalty: 3347.471191
	Iteration 8F: 3 clusters Score -3416066 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -3417401.000000 Penalty: 3347.471191
	Iteration 9Q: 3 clusters Score -3417401 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -3418458.000000 Penalty: 3347.471191
	Iteration 10Q: 3 clusters Score -3418458 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -3418976.500000 Penalty: 3347.471191
	Iteration 11Q: 3 clusters Score -3418976 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -3419160.250000 Penalty: 3347.471191
	Iteration 12Q: 3 clusters Score -3419160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -3419223.500000 Penalty: 3347.471191
	Iteration 13Q: 3 clusters Score -3419224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -3419272.250000 Penalty: 3347.471191
	Iteration 14Q: 3 clusters Score -3419272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 27608 members 
Entering Unmasked Estep 
Score: -3419295.250000 Penalty: 3347.471191
	Iteration 15Q: 3 clusters Score -3419295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -3419316.250000 Penalty: 3347.471191
	Iteration 16Q: 3 clusters Score -3419316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3419329.500000 Penalty: 3347.471191
	Iteration 17Q: 3 clusters Score -3419330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -3419346.750000 Penalty: 3347.471191
	Iteration 18Q: 3 clusters Score -3419347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3419345.000000 Penalty: 3347.471191
	Iteration 19Q: 3 clusters Score -3419345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -3419352.000000 Penalty: 3347.471191
	Iteration 20F: 3 clusters Score -3419352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -3419357.750000 Penalty: 3347.471191
	Iteration 21Q: 3 clusters Score -3419358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 27357 members 
Entering Unmasked Estep 
Score: -3419361.000000 Penalty: 3347.471191
	Iteration 22Q: 3 clusters Score -3419361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -3419363.250000 Penalty: 3347.471191
	Iteration 23Q: 3 clusters Score -3419363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3419362.750000 Penalty: 3347.471191
	Iteration 24Q: 3 clusters Score -3419363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -3419366.250000 Penalty: 3347.471191
	Iteration 25Q: 3 clusters Score -3419366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -3419376.250000 Penalty: 3347.471191
	Iteration 26Q: 3 clusters Score -3419376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -3419381.000000 Penalty: 3347.471191
	Iteration 27Q: 3 clusters Score -3419381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -3419379.750000 Penalty: 3347.471191
	Iteration 28Q: 3 clusters Score -3419380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3419380.000000 Penalty: 3347.471191
	Iteration 29Q: 3 clusters Score -3419380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3419378.000000 Penalty: 3347.471191
	Iteration 30Q: 3 clusters Score -3419378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -3419382.250000 Penalty: 3347.471191
	Iteration 31Q: 3 clusters Score -3419382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3419381.000000 Penalty: 3347.471191
	Iteration 32Q: 3 clusters Score -3419381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -3419378.250000 Penalty: 3347.471191
	Iteration 33Q: 3 clusters Score -3419378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3419380.250000 Penalty: 3347.471191
	Iteration 34Q: 3 clusters Score -3419380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -3419381.000000 Penalty: 3347.471191
	Iteration 35Q: 3 clusters Score -3419381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27232 members 
Entering Unmasked Estep 
Score: -3419380.250000 Penalty: 3347.471191
	Iteration 36Q: 3 clusters Score -3419380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3419376.750000 Penalty: 3347.471191
	Iteration 37Q: 3 clusters Score -3419377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -3419376.750000 Penalty: 3347.471191
	Iteration 38F: 3 clusters Score -3419377 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 87262 members 
Mstep: Class 3 contains 2132 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 44109 members 
Mstep: Class 6 contains 1997 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 4297 members 
Mstep: Class 9 contains 583 members 
Mstep: Class 10 contains 1566 members 
Mstep: Class 11 contains 4978 members 
Mstep: Class 12 contains 1763 members 
Mstep: Class 13 contains 13903 members 
Mstep: Class 14 contains 1102 members 
Mstep: Class 15 contains 18051 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 18 contains 4123 members 
Mstep: Class 19 contains 6117 members 
Mstep: Class 20 contains 966 members 
Mstep: Class 21 contains 4340 members 
Mstep: Class 22 contains 4531 members 
Mstep: Class 23 contains 6362 members 
Mstep: Class 24 contains 2013 members 
Mstep: Class 25 contains 16560 members 
Mstep: Class 26 contains 1386 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1414 members 
Mstep: Class 29 contains 9649 members 
Mstep: Class 30 contains 9058 members 
Mstep: Class 31 contains 5090 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 1453 members 
Mstep: Class 34 contains 8117 members 
Mstep: Class 35 contains 8667 members 
Mstep: Class 36 contains 6123 members 
Mstep: Class 37 contains 202 members 
Mstep: Class 38 contains 2236 members 
Mstep: Class 39 contains 1020 members 
Mstep: Class 40 contains 1134 members 
Mstep: Class 41 contains 1806 members 
Mstep: Class 42 contains 2653 members 
Mstep: Class 43 contains 196 members 
Mstep: Class 44 contains 862 members 
Mstep: Class 45 contains 373 members 
Mstep: Class 46 contains 1515 members 
Mstep: Class 47 contains 2499 members 
Mstep: Class 48 contains 385 members 
Mstep: Class 49 contains 2026 members 
Mstep: Class 50 contains 6762 members 
Mstep: Class 51 contains 27231 members 
Entering Unmasked Estep 
Score: -40147876.000000 Penalty: 106066.828125
Splitting cluster 47 changes total score from -40148108.000000 to -40147876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 48 (385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Entering Unmasked Estep 
Score: -58366.300781 Penalty: 967.402039
	Iteration 0F: 2 clusters Score -58366.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57393.929688 Penalty: 1934.804077
	Iteration 0F: 3 clusters Score -57393.93 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -57537.015625 Penalty: 1934.804077
	Iteration 1F: 3 clusters Score -57537.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -57587.031250 Penalty: 1934.804077
	Iteration 2Q: 3 clusters Score -57587.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -57600.519531 Penalty: 1934.804077
	Iteration 3Q: 3 clusters Score -57600.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -57614.371094 Penalty: 1934.804077
	Iteration 4Q: 3 clusters Score -57614.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57620.832031 Penalty: 1934.804077
	Iteration 5Q: 3 clusters Score -57620.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -57620.832031 Penalty: 1934.804077
	Iteration 6F: 3 clusters Score -57620.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -230669.734375 Penalty: 1237.245483
	Iteration 0F: 2 clusters Score -230669.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228567.421875 Penalty: 2474.490967
	Iteration 0F: 3 clusters Score -228567.4 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228988.640625 Penalty: 2474.490967
	Iteration 1F: 3 clusters Score -228988.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229069.500000 Penalty: 2474.490967
	Iteration 2F: 3 clusters Score -229069.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -229123.875000 Penalty: 2474.490967
	Iteration 3Q: 3 clusters Score -229123.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -229166.906250 Penalty: 2474.490967
	Iteration 4Q: 3 clusters Score -229166.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -229194.125000 Penalty: 2474.490967
	Iteration 5Q: 3 clusters Score -229194.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -229211.718750 Penalty: 2474.490967
	Iteration 6Q: 3 clusters Score -229211.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -229226.312500 Penalty: 2474.490967
	Iteration 7Q: 3 clusters Score -229226.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -229240.156250 Penalty: 2474.490967
	Iteration 8Q: 3 clusters Score -229240.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -229248.718750 Penalty: 2474.490967
	Iteration 9Q: 3 clusters Score -229248.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -229256.187500 Penalty: 2474.490967
	Iteration 10Q: 3 clusters Score -229256.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229261.453125 Penalty: 2474.490967
	Iteration 11Q: 3 clusters Score -229261.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229265.859375 Penalty: 2474.490967
	Iteration 12Q: 3 clusters Score -229265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229269.359375 Penalty: 2474.490967
	Iteration 13Q: 3 clusters Score -229269.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229271.406250 Penalty: 2474.490967
	Iteration 14Q: 3 clusters Score -229271.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229272.609375 Penalty: 2474.490967
	Iteration 15Q: 3 clusters Score -229272.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229273.125000 Penalty: 2474.490967
	Iteration 16Q: 3 clusters Score -229273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -229277.218750 Penalty: 2474.490967
	Iteration 17Q: 3 clusters Score -229277.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229280.890625 Penalty: 2474.490967
	Iteration 18Q: 3 clusters Score -229280.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229282.437500 Penalty: 2474.490967
	Iteration 19Q: 3 clusters Score -229282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -229284.015625 Penalty: 2474.490967
	Iteration 20F: 3 clusters Score -229284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -229284.328125 Penalty: 2474.490967
	Iteration 21Q: 3 clusters Score -229284.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229284.406250 Penalty: 2474.490967
	Iteration 22Q: 3 clusters Score -229284.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229284.406250 Penalty: 2474.490967
	Iteration 23F: 3 clusters Score -229284.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (6762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Entering Unmasked Estep 
Score: -755226.000000 Penalty: 1433.099487
	Iteration 0F: 2 clusters Score -755226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -750093.750000 Penalty: 2866.198975
	Iteration 0F: 3 clusters Score -750093.8 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -751575.312500 Penalty: 2866.198975
	Iteration 1F: 3 clusters Score -751575.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -751806.937500 Penalty: 2866.198975
	Iteration 2F: 3 clusters Score -751806.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -751993.062500 Penalty: 2866.198975
	Iteration 3F: 3 clusters Score -751993.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -752159.562500 Penalty: 2866.198975
	Iteration 4Q: 3 clusters Score -752159.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -752363.375000 Penalty: 2866.198975
	Iteration 5Q: 3 clusters Score -752363.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -752589.812500 Penalty: 2866.198975
	Iteration 6Q: 3 clusters Score -752589.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -752801.187500 Penalty: 2866.198975
	Iteration 7Q: 3 clusters Score -752801.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -753026.250000 Penalty: 2866.198975
	Iteration 8Q: 3 clusters Score -753026.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -753218.187500 Penalty: 2866.198975
	Iteration 9Q: 3 clusters Score -753218.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -753423.312500 Penalty: 2866.198975
	Iteration 10Q: 3 clusters Score -753423.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -753623.062500 Penalty: 2866.198975
	Iteration 11Q: 3 clusters Score -753623.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -753768.812500 Penalty: 2866.198975
	Iteration 12Q: 3 clusters Score -753768.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -753874.812500 Penalty: 2866.198975
	Iteration 13Q: 3 clusters Score -753874.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -753950.750000 Penalty: 2866.198975
	Iteration 14Q: 3 clusters Score -753950.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -754001.937500 Penalty: 2866.198975
	Iteration 15Q: 3 clusters Score -754001.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -754031.812500 Penalty: 2866.198975
	Iteration 16Q: 3 clusters Score -754031.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -754059.062500 Penalty: 2866.198975
	Iteration 17Q: 3 clusters Score -754059.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -754081.437500 Penalty: 2866.198975
	Iteration 18Q: 3 clusters Score -754081.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -754106.875000 Penalty: 2866.198975
	Iteration 19Q: 3 clusters Score -754106.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -754122.687500 Penalty: 2866.198975
	Iteration 20F: 3 clusters Score -754122.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -754130.875000 Penalty: 2866.198975
	Iteration 21Q: 3 clusters Score -754130.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -754146.375000 Penalty: 2866.198975
	Iteration 22Q: 3 clusters Score -754146.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -754161.750000 Penalty: 2866.198975
	Iteration 23Q: 3 clusters Score -754161.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -754170.562500 Penalty: 2866.198975
	Iteration 24Q: 3 clusters Score -754170.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -754174.125000 Penalty: 2866.198975
	Iteration 25Q: 3 clusters Score -754174.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -754180.500000 Penalty: 2866.198975
	Iteration 26Q: 3 clusters Score -754180.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -754184.437500 Penalty: 2866.198975
	Iteration 27Q: 3 clusters Score -754184.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -754188.812500 Penalty: 2866.198975
	Iteration 28Q: 3 clusters Score -754188.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -754192.812500 Penalty: 2866.198975
	Iteration 29Q: 3 clusters Score -754192.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -754200.687500 Penalty: 2866.198975
	Iteration 30Q: 3 clusters Score -754200.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -754204.875000 Penalty: 2866.198975
	Iteration 31Q: 3 clusters Score -754204.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -754212.625000 Penalty: 2866.198975
	Iteration 32Q: 3 clusters Score -754212.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -754219.000000 Penalty: 2866.198975
	Iteration 33Q: 3 clusters Score -754219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -754224.937500 Penalty: 2866.198975
	Iteration 34Q: 3 clusters Score -754224.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -754229.937500 Penalty: 2866.198975
	Iteration 35Q: 3 clusters Score -754229.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -754233.437500 Penalty: 2866.198975
	Iteration 36Q: 3 clusters Score -754233.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -754242.625000 Penalty: 2866.198975
	Iteration 37Q: 3 clusters Score -754242.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -754247.437500 Penalty: 2866.198975
	Iteration 38Q: 3 clusters Score -754247.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -754251.875000 Penalty: 2866.198975
	Iteration 39Q: 3 clusters Score -754251.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -754252.750000 Penalty: 2866.198975
	Iteration 40F: 3 clusters Score -754252.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -754254.625000 Penalty: 2866.198975
	Iteration 41Q: 3 clusters Score -754254.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -754256.875000 Penalty: 2866.198975
	Iteration 42Q: 3 clusters Score -754256.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -754256.500000 Penalty: 2866.198975
	Iteration 43Q: 3 clusters Score -754256.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -754258.125000 Penalty: 2866.198975
	Iteration 44Q: 3 clusters Score -754258.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -754262.062500 Penalty: 2866.198975
	Iteration 45Q: 3 clusters Score -754262.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -754263.000000 Penalty: 2866.198975
	Iteration 46Q: 3 clusters Score -754263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -754266.000000 Penalty: 2866.198975
	Iteration 47Q: 3 clusters Score -754266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -754267.750000 Penalty: 2866.198975
	Iteration 48Q: 3 clusters Score -754267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -754269.875000 Penalty: 2866.198975
	Iteration 49Q: 3 clusters Score -754269.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -754272.250000 Penalty: 2866.198975
	Iteration 50Q: 3 clusters Score -754272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -754276.812500 Penalty: 2866.198975
	Iteration 51Q: 3 clusters Score -754276.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -754278.375000 Penalty: 2866.198975
	Iteration 52Q: 3 clusters Score -754278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -754278.562500 Penalty: 2866.198975
	Iteration 53Q: 3 clusters Score -754278.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -754278.812500 Penalty: 2866.198975
	Iteration 54Q: 3 clusters Score -754278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -754281.062500 Penalty: 2866.198975
	Iteration 55Q: 3 clusters Score -754281.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -754281.937500 Penalty: 2866.198975
	Iteration 56Q: 3 clusters Score -754281.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -754280.437500 Penalty: 2866.198975
	Iteration 57Q: 3 clusters Score -754280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -754282.437500 Penalty: 2866.198975
	Iteration 58Q: 3 clusters Score -754282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -754281.625000 Penalty: 2866.198975
	Iteration 59Q: 3 clusters Score -754281.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -754281.625000 Penalty: 2866.198975
	Iteration 60F: 3 clusters Score -754281.6 nChanged 0
--- Evaluating fit on full set of 1084927 points ---
Entering Unmasked Estep 
Score: -120596400.000000 Penalty: 112913.312500
21->51 Clusters: Score -120596400.000000, best is -120591648.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 361642 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 17405 members 
Mstep: Class 3 contains 16934 members 
Mstep: Class 4 contains 17280 members 
Mstep: Class 5 contains 17384 members 
Mstep: Class 6 contains 17172 members 
Mstep: Class 7 contains 17107 members 
Mstep: Class 8 contains 17258 members 
Mstep: Class 9 contains 17168 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 17430 members 
Mstep: Class 12 contains 17172 members 
Mstep: Class 13 contains 17475 members 
Mstep: Class 14 contains 17164 members 
Mstep: Class 15 contains 17190 members 
Mstep: Class 16 contains 17272 members 
Mstep: Class 17 contains 17161 members 
Mstep: Class 18 contains 17144 members 
Mstep: Class 19 contains 17078 members 
Mstep: Class 20 contains 17183 members 
Mstep: Class 21 contains 17225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 774.010193 but Gain 2079.742188
Score: -37741740.000000 Penalty: 41594.832031
Iteration 0F: 21 clusters Score -3.774174e+07 nChanged 342780
Entering Unmasked Mstep 
Mstep: Class 0 contains 623 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 22787 members 
Mstep: Class 3 contains 14668 members 
Mstep: Class 4 contains 27426 members 
Mstep: Class 5 contains 23065 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 15987 members 
Mstep: Class 8 contains 15077 members 
Mstep: Class 9 contains 11145 members 
Mstep: Class 10 contains 7320 members 
Mstep: Class 11 contains 11362 members 
Mstep: Class 12 contains 13178 members 
Mstep: Class 13 contains 17164 members 
Mstep: Class 14 contains 13191 members 
Mstep: Class 16 contains 26793 members 
Mstep: Class 17 contains 21295 members 
Mstep: Class 18 contains 20021 members 
Mstep: Class 19 contains 49332 members 
Mstep: Class 20 contains 16978 members 
Mstep: Class 21 contains 11772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38907036.000000 Penalty: 41594.832031
Iteration 1F: 21 clusters Score -3.890704e+07 nChanged 164455
Entering Unmasked Mstep 
Mstep: Class 0 contains 522 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 18616 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 27461 members 
Mstep: Class 5 contains 19212 members 
Mstep: Class 6 contains 6642 members 
Mstep: Class 7 contains 10590 members 
Mstep: Class 8 contains 14022 members 
Mstep: Class 9 contains 8964 members 
Mstep: Class 10 contains 8142 members 
Mstep: Class 11 contains 9314 members 
Mstep: Class 12 contains 10326 members 
Mstep: Class 13 contains 9371 members 
Mstep: Class 14 contains 11757 members 
Mstep: Class 16 contains 43421 members 
Mstep: Class 17 contains 17115 members 
Mstep: Class 18 contains 14475 members 
Mstep: Class 19 contains 81457 members 
Mstep: Class 20 contains 20132 members 
Mstep: Class 21 contains 7837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39401696.000000 Penalty: 41594.832031
Iteration 2F: 21 clusters Score -3.94017e+07 nChanged 115840
Entering Unmasked Mstep 
Mstep: Class 0 contains 449 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 19053 members 
Mstep: Class 3 contains 6259 members 
Mstep: Class 4 contains 25486 members 
Mstep: Class 5 contains 12397 members 
Mstep: Class 6 contains 4302 members 
Mstep: Class 7 contains 7764 members 
Mstep: Class 8 contains 17183 members 
Mstep: Class 9 contains 8599 members 
Mstep: Class 10 contains 8527 members 
Mstep: Class 11 contains 8832 members 
Mstep: Class 12 contains 7812 members 
Mstep: Class 13 contains 4582 members 
Mstep: Class 14 contains 9545 members 
Mstep: Class 16 contains 59265 members 
Mstep: Class 17 contains 14208 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 19 contains 98007 members 
Mstep: Class 20 contains 18130 members 
Mstep: Class 21 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39675700.000000 Penalty: 41594.832031
Iteration 3F: 21 clusters Score -3.96757e+07 nChanged 77156
Entering Unmasked Mstep 
Mstep: Class 0 contains 390 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 21043 members 
Mstep: Class 3 contains 5758 members 
Mstep: Class 4 contains 24739 members 
Mstep: Class 5 contains 7140 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 6854 members 
Mstep: Class 8 contains 19615 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 10 contains 8033 members 
Mstep: Class 11 contains 9450 members 
Mstep: Class 12 contains 6704 members 
Mstep: Class 13 contains 2635 members 
Mstep: Class 14 contains 7113 members 
Mstep: Class 16 contains 74096 members 
Mstep: Class 17 contains 13252 members 
Mstep: Class 18 contains 8660 members 
Mstep: Class 19 contains 97901 members 
Mstep: Class 20 contains 16773 members 
Mstep: Class 21 contains 5542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39814836.000000 Penalty: 41594.832031
Iteration 4F: 21 clusters Score -3.981484e+07 nChanged 48816
Entering Unmasked Mstep 
Mstep: Class 0 contains 314 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 22832 members 
Mstep: Class 3 contains 5498 members 
Mstep: Class 4 contains 24090 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 2294 members 
Mstep: Class 7 contains 6797 members 
Mstep: Class 8 contains 19887 members 
Mstep: Class 9 contains 7822 members 
Mstep: Class 10 contains 7222 members 
Mstep: Class 11 contains 10572 members 
Mstep: Class 12 contains 6178 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 5797 members 
Mstep: Class 16 contains 83347 members 
Mstep: Class 17 contains 12127 members 
Mstep: Class 18 contains 8302 members 
Mstep: Class 19 contains 92876 members 
Mstep: Class 20 contains 17935 members 
Mstep: Class 21 contains 4735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39884312.000000 Penalty: 41594.832031
Iteration 5F: 21 clusters Score -3.988431e+07 nChanged 30576
Entering Unmasked Mstep 
Mstep: Class 0 contains 246 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 5349 members 
Mstep: Class 4 contains 23503 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 2000 members 
Mstep: Class 7 contains 7063 members 
Mstep: Class 8 contains 19569 members 
Mstep: Class 9 contains 8103 members 
Mstep: Class 10 contains 6298 members 
Mstep: Class 11 contains 11803 members 
Mstep: Class 12 contains 5852 members 
Mstep: Class 13 contains 2398 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 16 contains 88286 members 
Mstep: Class 17 contains 10523 members 
Mstep: Class 18 contains 8535 members 
Mstep: Class 19 contains 89070 members 
Mstep: Class 20 contains 19443 members 
Mstep: Class 21 contains 4211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39918472.000000 Penalty: 41594.832031
Iteration 6F: 21 clusters Score -3.991847e+07 nChanged 20634
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 25632 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 23312 members 
Mstep: Class 5 contains 3676 members 
Mstep: Class 6 contains 1787 members 
Mstep: Class 7 contains 7298 members 
Mstep: Class 8 contains 19276 members 
Mstep: Class 9 contains 8443 members 
Mstep: Class 10 contains 5547 members 
Mstep: Class 11 contains 12889 members 
Mstep: Class 12 contains 5620 members 
Mstep: Class 13 contains 2501 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 16 contains 91325 members 
Mstep: Class 17 contains 9323 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 86143 members 
Mstep: Class 20 contains 20128 members 
Mstep: Class 21 contains 3969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39937148.000000 Penalty: 41594.832031
Iteration 7F: 21 clusters Score -3.993715e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 27129 members 
Mstep: Class 3 contains 5124 members 
Mstep: Class 4 contains 23319 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 7367 members 
Mstep: Class 8 contains 19015 members 
Mstep: Class 9 contains 8702 members 
Mstep: Class 10 contains 4865 members 
Mstep: Class 11 contains 13681 members 
Mstep: Class 12 contains 5480 members 
Mstep: Class 13 contains 2612 members 
Mstep: Class 14 contains 5220 members 
Mstep: Class 16 contains 93307 members 
Mstep: Class 17 contains 8488 members 
Mstep: Class 18 contains 8972 members 
Mstep: Class 19 contains 83642 members 
Mstep: Class 20 contains 20358 members 
Mstep: Class 21 contains 3883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39952232.000000 Penalty: 41594.832031
Iteration 8Q: 21 clusters Score -3.995223e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 28774 members 
Mstep: Class 3 contains 4994 members 
Mstep: Class 4 contains 23423 members 
Mstep: Class 5 contains 3575 members 
Mstep: Class 6 contains 1393 members 
Mstep: Class 7 contains 7345 members 
Mstep: Class 8 contains 18629 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 14232 members 
Mstep: Class 12 contains 5348 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 6216 members 
Mstep: Class 16 contains 94745 members 
Mstep: Class 17 contains 7905 members 
Mstep: Class 18 contains 9563 members 
Mstep: Class 19 contains 81294 members 
Mstep: Class 20 contains 20306 members 
Mstep: Class 21 contains 3771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39967600.000000 Penalty: 41594.832031
Iteration 9Q: 21 clusters Score -3.99676e+07 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 30411 members 
Mstep: Class 3 contains 4811 members 
Mstep: Class 4 contains 23581 members 
Mstep: Class 5 contains 3638 members 
Mstep: Class 6 contains 1367 members 
Mstep: Class 7 contains 7285 members 
Mstep: Class 8 contains 18046 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 14626 members 
Mstep: Class 12 contains 5264 members 
Mstep: Class 13 contains 2844 members 
Mstep: Class 14 contains 8150 members 
Mstep: Class 16 contains 95804 members 
Mstep: Class 17 contains 7513 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 79051 members 
Mstep: Class 20 contains 20127 members 
Mstep: Class 21 contains 3573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39980888.000000 Penalty: 41594.832031
Iteration 10Q: 21 clusters Score -3.998089e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 31778 members 
Mstep: Class 3 contains 4618 members 
Mstep: Class 4 contains 23709 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 1355 members 
Mstep: Class 7 contains 7223 members 
Mstep: Class 8 contains 17514 members 
Mstep: Class 9 contains 9011 members 
Mstep: Class 10 contains 2988 members 
Mstep: Class 11 contains 14897 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 2919 members 
Mstep: Class 14 contains 10428 members 
Mstep: Class 16 contains 96534 members 
Mstep: Class 17 contains 7222 members 
Mstep: Class 18 contains 10073 members 
Mstep: Class 19 contains 77069 members 
Mstep: Class 20 contains 19924 members 
Mstep: Class 21 contains 3391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39991388.000000 Penalty: 41594.832031
Iteration 11Q: 21 clusters Score -3.999139e+07 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 32913 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 23746 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 1337 members 
Mstep: Class 7 contains 7194 members 
Mstep: Class 8 contains 17144 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 2794 members 
Mstep: Class 11 contains 15093 members 
Mstep: Class 12 contains 4975 members 
Mstep: Class 13 contains 2954 members 
Mstep: Class 14 contains 12373 members 
Mstep: Class 16 contains 96944 members 
Mstep: Class 17 contains 7006 members 
Mstep: Class 18 contains 10136 members 
Mstep: Class 19 contains 75408 members 
Mstep: Class 20 contains 19721 members 
Mstep: Class 21 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40000016.000000 Penalty: 41594.832031
Iteration 12Q: 21 clusters Score -4.000002e+07 nChanged 7473
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 33785 members 
Mstep: Class 3 contains 4302 members 
Mstep: Class 4 contains 23772 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1308 members 
Mstep: Class 7 contains 7226 members 
Mstep: Class 8 contains 16903 members 
Mstep: Class 9 contains 9374 members 
Mstep: Class 10 contains 2710 members 
Mstep: Class 11 contains 15246 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 2984 members 
Mstep: Class 14 contains 13651 members 
Mstep: Class 16 contains 97142 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 10161 members 
Mstep: Class 19 contains 74049 members 
Mstep: Class 20 contains 19464 members 
Mstep: Class 21 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40005876.000000 Penalty: 41594.832031
Iteration 13Q: 21 clusters Score -4.000588e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 34429 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 23775 members 
Mstep: Class 5 contains 4329 members 
Mstep: Class 6 contains 1294 members 
Mstep: Class 7 contains 7278 members 
Mstep: Class 8 contains 16711 members 
Mstep: Class 9 contains 9666 members 
Mstep: Class 10 contains 2669 members 
Mstep: Class 11 contains 15366 members 
Mstep: Class 12 contains 4450 members 
Mstep: Class 13 contains 3015 members 
Mstep: Class 14 contains 14517 members 
Mstep: Class 16 contains 97367 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 10191 members 
Mstep: Class 19 contains 72738 members 
Mstep: Class 20 contains 19254 members 
Mstep: Class 21 contains 3071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40010652.000000 Penalty: 41594.832031
Iteration 14Q: 21 clusters Score -4.001065e+07 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 34818 members 
Mstep: Class 3 contains 4131 members 
Mstep: Class 4 contains 23758 members 
Mstep: Class 5 contains 4466 members 
Mstep: Class 6 contains 1290 members 
Mstep: Class 7 contains 7347 members 
Mstep: Class 8 contains 16547 members 
Mstep: Class 9 contains 9922 members 
Mstep: Class 10 contains 2663 members 
Mstep: Class 11 contains 15476 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 3032 members 
Mstep: Class 14 contains 15146 members 
Mstep: Class 16 contains 97605 members 
Mstep: Class 17 contains 6653 members 
Mstep: Class 18 contains 10222 members 
Mstep: Class 19 contains 71515 members 
Mstep: Class 20 contains 19072 members 
Mstep: Class 21 contains 3027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40014292.000000 Penalty: 41594.832031
Iteration 15Q: 21 clusters Score -4.001429e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 34971 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 23712 members 
Mstep: Class 5 contains 4590 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 7425 members 
Mstep: Class 8 contains 16447 members 
Mstep: Class 9 contains 10121 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 3958 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 16 contains 97983 members 
Mstep: Class 17 contains 6625 members 
Mstep: Class 18 contains 10283 members 
Mstep: Class 19 contains 70323 members 
Mstep: Class 20 contains 18993 members 
Mstep: Class 21 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40016212.000000 Penalty: 41594.832031
Iteration 16Q: 21 clusters Score -4.001621e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 35000 members 
Mstep: Class 3 contains 4049 members 
Mstep: Class 4 contains 23662 members 
Mstep: Class 5 contains 4783 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 7488 members 
Mstep: Class 8 contains 16363 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 2664 members 
Mstep: Class 11 contains 15659 members 
Mstep: Class 12 contains 3759 members 
Mstep: Class 13 contains 3042 members 
Mstep: Class 14 contains 15957 members 
Mstep: Class 16 contains 98400 members 
Mstep: Class 17 contains 6634 members 
Mstep: Class 18 contains 10359 members 
Mstep: Class 19 contains 69207 members 
Mstep: Class 20 contains 18963 members 
Mstep: Class 21 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40017208.000000 Penalty: 41594.832031
Iteration 17Q: 21 clusters Score -4.001721e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 34863 members 
Mstep: Class 3 contains 4032 members 
Mstep: Class 4 contains 23610 members 
Mstep: Class 5 contains 4967 members 
Mstep: Class 6 contains 1260 members 
Mstep: Class 7 contains 7538 members 
Mstep: Class 8 contains 16303 members 
Mstep: Class 9 contains 10408 members 
Mstep: Class 10 contains 2658 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 3622 members 
Mstep: Class 13 contains 3041 members 
Mstep: Class 14 contains 16305 members 
Mstep: Class 16 contains 98788 members 
Mstep: Class 17 contains 6685 members 
Mstep: Class 18 contains 10438 members 
Mstep: Class 19 contains 68127 members 
Mstep: Class 20 contains 19006 members 
Mstep: Class 21 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40018008.000000 Penalty: 41594.832031
Iteration 18Q: 21 clusters Score -4.001801e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 34699 members 
Mstep: Class 3 contains 4024 members 
Mstep: Class 4 contains 23553 members 
Mstep: Class 5 contains 5176 members 
Mstep: Class 6 contains 1250 members 
Mstep: Class 7 contains 7582 members 
Mstep: Class 8 contains 16246 members 
Mstep: Class 9 contains 10533 members 
Mstep: Class 10 contains 2656 members 
Mstep: Class 11 contains 15811 members 
Mstep: Class 12 contains 3516 members 
Mstep: Class 13 contains 3051 members 
Mstep: Class 14 contains 16638 members 
Mstep: Class 16 contains 99183 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 10486 members 
Mstep: Class 19 contains 67077 members 
Mstep: Class 20 contains 19103 members 
Mstep: Class 21 contains 2968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40019116.000000 Penalty: 41594.832031
Iteration 19Q: 21 clusters Score -4.001912e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 34474 members 
Mstep: Class 3 contains 4016 members 
Mstep: Class 4 contains 23518 members 
Mstep: Class 5 contains 5402 members 
Mstep: Class 6 contains 1238 members 
Mstep: Class 7 contains 7613 members 
Mstep: Class 8 contains 16174 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 2654 members 
Mstep: Class 11 contains 15863 members 
Mstep: Class 12 contains 3440 members 
Mstep: Class 13 contains 3057 members 
Mstep: Class 14 contains 17003 members 
Mstep: Class 16 contains 99566 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 10507 members 
Mstep: Class 19 contains 66021 members 
Mstep: Class 20 contains 19238 members 
Mstep: Class 21 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40023616.000000 Penalty: 41594.832031
Iteration 20F: 21 clusters Score -4.002362e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 34218 members 
Mstep: Class 3 contains 3964 members 
Mstep: Class 4 contains 23383 members 
Mstep: Class 5 contains 5619 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 7638 members 
Mstep: Class 8 contains 15938 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 2234 members 
Mstep: Class 11 contains 15911 members 
Mstep: Class 12 contains 3261 members 
Mstep: Class 13 contains 3256 members 
Mstep: Class 14 contains 17739 members 
Mstep: Class 16 contains 100012 members 
Mstep: Class 17 contains 6868 members 
Mstep: Class 18 contains 11098 members 
Mstep: Class 19 contains 64843 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40028000.000000 Penalty: 41594.832031
Iteration 21Q: 21 clusters Score -4.0028e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 33963 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 23283 members 
Mstep: Class 5 contains 5830 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 7681 members 
Mstep: Class 8 contains 15757 members 
Mstep: Class 9 contains 10826 members 
Mstep: Class 10 contains 1871 members 
Mstep: Class 11 contains 15972 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 3529 members 
Mstep: Class 14 contains 18459 members 
Mstep: Class 16 contains 100503 members 
Mstep: Class 17 contains 7004 members 
Mstep: Class 18 contains 11434 members 
Mstep: Class 19 contains 63574 members 
Mstep: Class 20 contains 19435 members 
Mstep: Class 21 contains 2583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40030848.000000 Penalty: 41594.832031
Iteration 22Q: 21 clusters Score -4.003085e+07 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 33692 members 
Mstep: Class 3 contains 3877 members 
Mstep: Class 4 contains 23216 members 
Mstep: Class 5 contains 6102 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 7739 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 10913 members 
Mstep: Class 10 contains 1649 members 
Mstep: Class 11 contains 16054 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 3871 members 
Mstep: Class 14 contains 19278 members 
Mstep: Class 16 contains 101076 members 
Mstep: Class 17 contains 7165 members 
Mstep: Class 18 contains 11422 members 
Mstep: Class 19 contains 62105 members 
Mstep: Class 20 contains 19535 members 
Mstep: Class 21 contains 2317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40033348.000000 Penalty: 41594.832031
Iteration 23Q: 21 clusters Score -4.003335e+07 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 33400 members 
Mstep: Class 3 contains 3826 members 
Mstep: Class 4 contains 23176 members 
Mstep: Class 5 contains 6357 members 
Mstep: Class 6 contains 1088 members 
Mstep: Class 7 contains 7796 members 
Mstep: Class 8 contains 15545 members 
Mstep: Class 9 contains 11001 members 
Mstep: Class 10 contains 1523 members 
Mstep: Class 11 contains 16156 members 
Mstep: Class 12 contains 2842 members 
Mstep: Class 13 contains 4165 members 
Mstep: Class 14 contains 20199 members 
Mstep: Class 16 contains 101678 members 
Mstep: Class 17 contains 7346 members 
Mstep: Class 18 contains 11246 members 
Mstep: Class 19 contains 60447 members 
Mstep: Class 20 contains 19652 members 
Mstep: Class 21 contains 2095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40035840.000000 Penalty: 41594.832031
Iteration 24Q: 21 clusters Score -4.003584e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 33044 members 
Mstep: Class 3 contains 3794 members 
Mstep: Class 4 contains 23130 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 1020 members 
Mstep: Class 7 contains 7847 members 
Mstep: Class 8 contains 15469 members 
Mstep: Class 9 contains 11089 members 
Mstep: Class 10 contains 1457 members 
Mstep: Class 11 contains 16243 members 
Mstep: Class 12 contains 2797 members 
Mstep: Class 13 contains 4309 members 
Mstep: Class 14 contains 21340 members 
Mstep: Class 16 contains 102301 members 
Mstep: Class 17 contains 7597 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 58516 members 
Mstep: Class 20 contains 19750 members 
Mstep: Class 21 contains 2008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40038740.000000 Penalty: 41594.832031
Iteration 25Q: 21 clusters Score -4.003874e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 32666 members 
Mstep: Class 3 contains 3762 members 
Mstep: Class 4 contains 23085 members 
Mstep: Class 5 contains 6863 members 
Mstep: Class 6 contains 961 members 
Mstep: Class 7 contains 7880 members 
Mstep: Class 8 contains 15428 members 
Mstep: Class 9 contains 11190 members 
Mstep: Class 10 contains 1424 members 
Mstep: Class 11 contains 16333 members 
Mstep: Class 12 contains 2721 members 
Mstep: Class 13 contains 4415 members 
Mstep: Class 14 contains 22652 members 
Mstep: Class 16 contains 102744 members 
Mstep: Class 17 contains 7873 members 
Mstep: Class 18 contains 10961 members 
Mstep: Class 19 contains 56534 members 
Mstep: Class 20 contains 19832 members 
Mstep: Class 21 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40041680.000000 Penalty: 41594.832031
Iteration 26Q: 21 clusters Score -4.004168e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 32258 members 
Mstep: Class 3 contains 3741 members 
Mstep: Class 4 contains 23040 members 
Mstep: Class 5 contains 7101 members 
Mstep: Class 6 contains 926 members 
Mstep: Class 7 contains 7906 members 
Mstep: Class 8 contains 15414 members 
Mstep: Class 9 contains 11293 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 16447 members 
Mstep: Class 12 contains 2643 members 
Mstep: Class 13 contains 4469 members 
Mstep: Class 14 contains 23917 members 
Mstep: Class 16 contains 102894 members 
Mstep: Class 17 contains 8165 members 
Mstep: Class 18 contains 10847 members 
Mstep: Class 19 contains 54813 members 
Mstep: Class 20 contains 19910 members 
Mstep: Class 21 contains 1921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40043860.000000 Penalty: 41594.832031
Iteration 27Q: 21 clusters Score -4.004386e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 31876 members 
Mstep: Class 3 contains 3716 members 
Mstep: Class 4 contains 22996 members 
Mstep: Class 5 contains 7282 members 
Mstep: Class 6 contains 907 members 
Mstep: Class 7 contains 7912 members 
Mstep: Class 8 contains 15385 members 
Mstep: Class 9 contains 11387 members 
Mstep: Class 10 contains 1421 members 
Mstep: Class 11 contains 16542 members 
Mstep: Class 12 contains 2570 members 
Mstep: Class 13 contains 4515 members 
Mstep: Class 14 contains 25030 members 
Mstep: Class 16 contains 102778 members 
Mstep: Class 17 contains 8445 members 
Mstep: Class 18 contains 10766 members 
Mstep: Class 19 contains 53539 members 
Mstep: Class 20 contains 19990 members 
Mstep: Class 21 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40045132.000000 Penalty: 41594.832031
Iteration 28Q: 21 clusters Score -4.004513e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 31497 members 
Mstep: Class 3 contains 3709 members 
Mstep: Class 4 contains 22929 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 15347 members 
Mstep: Class 9 contains 11466 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 16613 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 4544 members 
Mstep: Class 14 contains 26088 members 
Mstep: Class 16 contains 102437 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 10720 members 
Mstep: Class 19 contains 52634 members 
Mstep: Class 20 contains 20078 members 
Mstep: Class 21 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046052.000000 Penalty: 41594.832031
Iteration 29Q: 21 clusters Score -4.004605e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 31132 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 22869 members 
Mstep: Class 5 contains 7533 members 
Mstep: Class 6 contains 903 members 
Mstep: Class 7 contains 7913 members 
Mstep: Class 8 contains 15313 members 
Mstep: Class 9 contains 11511 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 16673 members 
Mstep: Class 12 contains 2459 members 
Mstep: Class 13 contains 4561 members 
Mstep: Class 14 contains 26996 members 
Mstep: Class 16 contains 102046 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 10656 members 
Mstep: Class 19 contains 52028 members 
Mstep: Class 20 contains 20176 members 
Mstep: Class 21 contains 1859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40046600.000000 Penalty: 41594.832031
Iteration 30Q: 21 clusters Score -4.00466e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 30796 members 
Mstep: Class 3 contains 3697 members 
Mstep: Class 4 contains 22817 members 
Mstep: Class 5 contains 7623 members 
Mstep: Class 6 contains 901 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 15275 members 
Mstep: Class 9 contains 11539 members 
Mstep: Class 10 contains 1420 members 
Mstep: Class 11 contains 16742 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 4576 members 
Mstep: Class 14 contains 27712 members 
Mstep: Class 16 contains 101609 members 
Mstep: Class 17 contains 9163 members 
Mstep: Class 18 contains 10614 members 
Mstep: Class 19 contains 51638 members 
Mstep: Class 20 contains 20296 members 
Mstep: Class 21 contains 1850 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -4.004688e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 30443 members 
Mstep: Class 3 contains 3698 members 
Mstep: Class 4 contains 22761 members 
Mstep: Class 5 contains 7723 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 7 contains 7896 members 
Mstep: Class 8 contains 15243 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 1418 members 
Mstep: Class 11 contains 16791 members 
Mstep: Class 12 contains 2395 members 
Mstep: Class 13 contains 4586 members 
Mstep: Class 14 contains 28330 members 
Mstep: Class 16 contains 101163 members 
Mstep: Class 17 contains 9370 members 
Mstep: Class 18 contains 10588 members 
Mstep: Class 19 contains 51386 members 
Mstep: Class 20 contains 20427 members 
Mstep: Class 21 contains 1847 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -4.004738e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 30125 members 
Mstep: Class 3 contains 3699 members 
Mstep: Class 4 contains 22727 members 
Mstep: Class 5 contains 7816 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 7882 members 
Mstep: Class 8 contains 15212 members 
Mstep: Class 9 contains 11559 members 
Mstep: Class 10 contains 1413 members 
Mstep: Class 11 contains 16818 members 
Mstep: Class 12 contains 2374 members 
Mstep: Class 13 contains 4594 members 
Mstep: Class 14 contains 28848 members 
Mstep: Class 16 contains 100751 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 10584 members 
Mstep: Class 19 contains 51194 members 
Mstep: Class 20 contains 20577 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
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Iteration 33Q: 21 clusters Score -4.004791e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 29822 members 
Mstep: Class 3 contains 3702 members 
Mstep: Class 4 contains 22692 members 
Mstep: Class 5 contains 7908 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 7859 members 
Mstep: Class 8 contains 15193 members 
Mstep: Class 9 contains 11555 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 16853 members 
Mstep: Class 12 contains 2358 members 
Mstep: Class 13 contains 4602 members 
Mstep: Class 14 contains 29257 members 
Mstep: Class 16 contains 100426 members 
Mstep: Class 17 contains 9688 members 
Mstep: Class 18 contains 10550 members 
Mstep: Class 19 contains 51050 members 
Mstep: Class 20 contains 20736 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
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Iteration 34Q: 21 clusters Score -4.004819e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 29526 members 
Mstep: Class 3 contains 3705 members 
Mstep: Class 4 contains 22657 members 
Mstep: Class 5 contains 8020 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 7839 members 
Mstep: Class 8 contains 15154 members 
Mstep: Class 9 contains 11543 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 16894 members 
Mstep: Class 12 contains 2340 members 
Mstep: Class 13 contains 4608 members 
Mstep: Class 14 contains 29598 members 
Mstep: Class 16 contains 100122 members 
Mstep: Class 17 contains 9857 members 
Mstep: Class 18 contains 10527 members 
Mstep: Class 19 contains 50938 members 
Mstep: Class 20 contains 20873 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
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Iteration 35Q: 21 clusters Score -4.004858e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 29258 members 
Mstep: Class 3 contains 3710 members 
Mstep: Class 4 contains 22625 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 15109 members 
Mstep: Class 9 contains 11527 members 
Mstep: Class 10 contains 1410 members 
Mstep: Class 11 contains 16940 members 
Mstep: Class 12 contains 2327 members 
Mstep: Class 13 contains 4612 members 
Mstep: Class 14 contains 29856 members 
Mstep: Class 16 contains 99890 members 
Mstep: Class 17 contains 9976 members 
Mstep: Class 18 contains 10515 members 
Mstep: Class 19 contains 50855 members 
Mstep: Class 20 contains 21010 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40048876.000000 Penalty: 41594.832031
Iteration 36Q: 21 clusters Score -4.004888e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 29008 members 
Mstep: Class 3 contains 3708 members 
Mstep: Class 4 contains 22588 members 
Mstep: Class 5 contains 8249 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 7803 members 
Mstep: Class 8 contains 15062 members 
Mstep: Class 9 contains 11512 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 16978 members 
Mstep: Class 12 contains 2311 members 
Mstep: Class 13 contains 4617 members 
Mstep: Class 14 contains 30047 members 
Mstep: Class 16 contains 99703 members 
Mstep: Class 17 contains 10113 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50805 members 
Mstep: Class 20 contains 21132 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40049116.000000 Penalty: 41594.832031
Iteration 37Q: 21 clusters Score -4.004912e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 28769 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 22532 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 6 contains 881 members 
Mstep: Class 7 contains 7789 members 
Mstep: Class 8 contains 15017 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 1409 members 
Mstep: Class 11 contains 17022 members 
Mstep: Class 12 contains 2296 members 
Mstep: Class 13 contains 4623 members 
Mstep: Class 14 contains 30197 members 
Mstep: Class 16 contains 99553 members 
Mstep: Class 17 contains 10264 members 
Mstep: Class 18 contains 10505 members 
Mstep: Class 19 contains 50755 members 
Mstep: Class 20 contains 21232 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40049160.000000 Penalty: 41594.832031
Iteration 38Q: 21 clusters Score -4.004916e+07 nChanged 894
Entering ConstructFrom: 
Score: -40049160.000000 Penalty: 41594.832031
Entering ConstructFrom: 
Trying to split cluster 1 (13350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Entering Unmasked Estep 
Score: -1487465.125000 Penalty: 1543.631592
	Iteration 0F: 2 clusters Score -1487465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1478247.875000 Penalty: 3087.263184
	Iteration 0F: 3 clusters Score -1478248 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1481913.750000 Penalty: 3087.263184
	Iteration 1F: 3 clusters Score -1481914 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1483114.000000 Penalty: 3087.263184
	Iteration 2F: 3 clusters Score -1483114 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1485092.875000 Penalty: 3087.263184
	Iteration 3F: 3 clusters Score -1485093 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1487118.125000 Penalty: 3087.263184
	Iteration 4F: 3 clusters Score -1487118 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1488353.500000 Penalty: 3087.263184
	Iteration 5F: 3 clusters Score -1488354 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1488885.125000 Penalty: 3087.263184
	Iteration 6Q: 3 clusters Score -1488885 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1489081.875000 Penalty: 3087.263184
	Iteration 7Q: 3 clusters Score -1489082 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1489160.125000 Penalty: 3087.263184
	Iteration 8Q: 3 clusters Score -1489160 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1489213.750000 Penalty: 3087.263184
	Iteration 9Q: 3 clusters Score -1489214 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1489253.000000 Penalty: 3087.263184
	Iteration 10Q: 3 clusters Score -1489253 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1489283.375000 Penalty: 3087.263184
	Iteration 11Q: 3 clusters Score -1489283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1489306.750000 Penalty: 3087.263184
	Iteration 12Q: 3 clusters Score -1489307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1489322.500000 Penalty: 3087.263184
	Iteration 13Q: 3 clusters Score -1489322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -1489343.125000 Penalty: 3087.263184
	Iteration 14Q: 3 clusters Score -1489343 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1489363.500000 Penalty: 3087.263184
	Iteration 15Q: 3 clusters Score -1489364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1489373.125000 Penalty: 3087.263184
	Iteration 16Q: 3 clusters Score -1489373 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1489399.250000 Penalty: 3087.263184
	Iteration 17Q: 3 clusters Score -1489399 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1489416.000000 Penalty: 3087.263184
	Iteration 18Q: 3 clusters Score -1489416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1489426.125000 Penalty: 3087.263184
	Iteration 19Q: 3 clusters Score -1489426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1489431.250000 Penalty: 3087.263184
	Iteration 20F: 3 clusters Score -1489431 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1489440.375000 Penalty: 3087.263184
	Iteration 21Q: 3 clusters Score -1489440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1489445.625000 Penalty: 3087.263184
	Iteration 22Q: 3 clusters Score -1489446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1489448.250000 Penalty: 3087.263184
	Iteration 23Q: 3 clusters Score -1489448 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1489455.500000 Penalty: 3087.263184
	Iteration 24Q: 3 clusters Score -1489456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1489452.375000 Penalty: 3087.263184
	Iteration 25Q: 3 clusters Score -1489452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1489451.000000 Penalty: 3087.263184
	Iteration 26Q: 3 clusters Score -1489451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1489455.750000 Penalty: 3087.263184
	Iteration 27Q: 3 clusters Score -1489456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1489461.125000 Penalty: 3087.263184
	Iteration 28Q: 3 clusters Score -1489461 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1489465.500000 Penalty: 3087.263184
	Iteration 29Q: 3 clusters Score -1489466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1489468.875000 Penalty: 3087.263184
	Iteration 30Q: 3 clusters Score -1489469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1489472.375000 Penalty: 3087.263184
	Iteration 31Q: 3 clusters Score -1489472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1489477.250000 Penalty: 3087.263184
	Iteration 32Q: 3 clusters Score -1489477 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1489481.875000 Penalty: 3087.263184
	Iteration 33Q: 3 clusters Score -1489482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1489487.125000 Penalty: 3087.263184
	Iteration 34Q: 3 clusters Score -1489487 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1489487.125000 Penalty: 3087.263184
	Iteration 35Q: 3 clusters Score -1489487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1489496.000000 Penalty: 3087.263184
	Iteration 36Q: 3 clusters Score -1489496 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1489501.875000 Penalty: 3087.263184
	Iteration 37Q: 3 clusters Score -1489502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1489508.250000 Penalty: 3087.263184
	Iteration 38Q: 3 clusters Score -1489508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1489510.875000 Penalty: 3087.263184
	Iteration 39Q: 3 clusters Score -1489511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1489512.625000 Penalty: 3087.263184
	Iteration 40F: 3 clusters Score -1489513 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1489517.125000 Penalty: 3087.263184
	Iteration 41Q: 3 clusters Score -1489517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1489517.875000 Penalty: 3087.263184
	Iteration 42Q: 3 clusters Score -1489518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1489523.375000 Penalty: 3087.263184
	Iteration 43Q: 3 clusters Score -1489523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1489530.875000 Penalty: 3087.263184
	Iteration 44Q: 3 clusters Score -1489531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1489538.625000 Penalty: 3087.263184
	Iteration 45Q: 3 clusters Score -1489539 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1489542.125000 Penalty: 3087.263184
	Iteration 46Q: 3 clusters Score -1489542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1489539.250000 Penalty: 3087.263184
	Iteration 47Q: 3 clusters Score -1489539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1489541.375000 Penalty: 3087.263184
	Iteration 48Q: 3 clusters Score -1489541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -1489545.000000 Penalty: 3087.263184
	Iteration 49Q: 3 clusters Score -1489545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1489546.625000 Penalty: 3087.263184
	Iteration 50Q: 3 clusters Score -1489547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1489549.625000 Penalty: 3087.263184
	Iteration 51Q: 3 clusters Score -1489550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -1489550.375000 Penalty: 3087.263184
	Iteration 52Q: 3 clusters Score -1489550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1489551.125000 Penalty: 3087.263184
	Iteration 53Q: 3 clusters Score -1489551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -1489551.000000 Penalty: 3087.263184
	Iteration 54Q: 3 clusters Score -1489551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1489556.375000 Penalty: 3087.263184
	Iteration 55Q: 3 clusters Score -1489556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1489560.000000 Penalty: 3087.263184
	Iteration 56Q: 3 clusters Score -1489560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1489554.375000 Penalty: 3087.263184
	Iteration 57Q: 3 clusters Score -1489554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1489555.625000 Penalty: 3087.263184
	Iteration 58Q: 3 clusters Score -1489556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1489556.000000 Penalty: 3087.263184
	Iteration 59Q: 3 clusters Score -1489556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1489560.625000 Penalty: 3087.263184
	Iteration 60F: 3 clusters Score -1489561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1489560.500000 Penalty: 3087.263184
	Iteration 61Q: 3 clusters Score -1489560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1489564.875000 Penalty: 3087.263184
	Iteration 62Q: 3 clusters Score -1489565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1489564.125000 Penalty: 3087.263184
	Iteration 63Q: 3 clusters Score -1489564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1489565.125000 Penalty: 3087.263184
	Iteration 64Q: 3 clusters Score -1489565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1489564.250000 Penalty: 3087.263184
	Iteration 65Q: 3 clusters Score -1489564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1489565.125000 Penalty: 3087.263184
	Iteration 66Q: 3 clusters Score -1489565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1489566.625000 Penalty: 3087.263184
	Iteration 67Q: 3 clusters Score -1489567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1489568.875000 Penalty: 3087.263184
	Iteration 68Q: 3 clusters Score -1489569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1489568.125000 Penalty: 3087.263184
	Iteration 69Q: 3 clusters Score -1489568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1489569.000000 Penalty: 3087.263184
	Iteration 70Q: 3 clusters Score -1489569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1489573.000000 Penalty: 3087.263184
	Iteration 71Q: 3 clusters Score -1489573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1489568.875000 Penalty: 3087.263184
	Iteration 72Q: 3 clusters Score -1489569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1489568.750000 Penalty: 3087.263184
	Iteration 73Q: 3 clusters Score -1489569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1489571.875000 Penalty: 3087.263184
	Iteration 74Q: 3 clusters Score -1489572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1489572.875000 Penalty: 3087.263184
	Iteration 75Q: 3 clusters Score -1489573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1489570.875000 Penalty: 3087.263184
	Iteration 76Q: 3 clusters Score -1489571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1489573.750000 Penalty: 3087.263184
	Iteration 77Q: 3 clusters Score -1489574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -1489577.500000 Penalty: 3087.263184
	Iteration 78Q: 3 clusters Score -1489578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1489578.625000 Penalty: 3087.263184
	Iteration 79Q: 3 clusters Score -1489579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1489579.250000 Penalty: 3087.263184
	Iteration 80F: 3 clusters Score -1489579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1489581.000000 Penalty: 3087.263184
	Iteration 81Q: 3 clusters Score -1489581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1489583.750000 Penalty: 3087.263184
	Iteration 82Q: 3 clusters Score -1489584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1489583.500000 Penalty: 3087.263184
	Iteration 83Q: 3 clusters Score -1489584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1489585.000000 Penalty: 3087.263184
	Iteration 84Q: 3 clusters Score -1489585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1489585.250000 Penalty: 3087.263184
	Iteration 85Q: 3 clusters Score -1489585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1489592.250000 Penalty: 3087.263184
	Iteration 86Q: 3 clusters Score -1489592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1489593.875000 Penalty: 3087.263184
	Iteration 87Q: 3 clusters Score -1489594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1489594.750000 Penalty: 3087.263184
	Iteration 88Q: 3 clusters Score -1489595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1489598.625000 Penalty: 3087.263184
	Iteration 89Q: 3 clusters Score -1489599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1489601.875000 Penalty: 3087.263184
	Iteration 90Q: 3 clusters Score -1489602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1489602.500000 Penalty: 3087.263184
	Iteration 91Q: 3 clusters Score -1489602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1489603.125000 Penalty: 3087.263184
	Iteration 92Q: 3 clusters Score -1489603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1489604.750000 Penalty: 3087.263184
	Iteration 93Q: 3 clusters Score -1489605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1489603.125000 Penalty: 3087.263184
	Iteration 94Q: 3 clusters Score -1489603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1489606.625000 Penalty: 3087.263184
	Iteration 95Q: 3 clusters Score -1489607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1489609.375000 Penalty: 3087.263184
	Iteration 96Q: 3 clusters Score -1489609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1489605.250000 Penalty: 3087.263184
	Iteration 97Q: 3 clusters Score -1489605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1489612.000000 Penalty: 3087.263184
	Iteration 98Q: 3 clusters Score -1489612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1489606.750000 Penalty: 3087.263184
	Iteration 99Q: 3 clusters Score -1489607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1489608.875000 Penalty: 3087.263184
	Iteration 100F: 3 clusters Score -1489609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1489607.625000 Penalty: 3087.263184
	Iteration 101Q: 3 clusters Score -1489608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1489611.500000 Penalty: 3087.263184
	Iteration 102Q: 3 clusters Score -1489612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1489610.375000 Penalty: 3087.263184
	Iteration 103Q: 3 clusters Score -1489610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1489614.125000 Penalty: 3087.263184
	Iteration 104Q: 3 clusters Score -1489614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1489616.750000 Penalty: 3087.263184
	Iteration 105Q: 3 clusters Score -1489617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1489619.625000 Penalty: 3087.263184
	Iteration 106Q: 3 clusters Score -1489620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1489622.000000 Penalty: 3087.263184
	Iteration 107Q: 3 clusters Score -1489622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1489625.625000 Penalty: 3087.263184
	Iteration 108Q: 3 clusters Score -1489626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1489624.500000 Penalty: 3087.263184
	Iteration 109Q: 3 clusters Score -1489624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1489623.750000 Penalty: 3087.263184
	Iteration 110Q: 3 clusters Score -1489624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1489626.500000 Penalty: 3087.263184
	Iteration 111Q: 3 clusters Score -1489626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1489627.625000 Penalty: 3087.263184
	Iteration 112Q: 3 clusters Score -1489628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1489626.375000 Penalty: 3087.263184
	Iteration 113Q: 3 clusters Score -1489626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1489626.875000 Penalty: 3087.263184
	Iteration 114Q: 3 clusters Score -1489627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1489628.750000 Penalty: 3087.263184
	Iteration 115Q: 3 clusters Score -1489629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1489629.875000 Penalty: 3087.263184
	Iteration 116Q: 3 clusters Score -1489630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1489632.125000 Penalty: 3087.263184
	Iteration 117Q: 3 clusters Score -1489632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1489628.625000 Penalty: 3087.263184
	Iteration 118Q: 3 clusters Score -1489629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1489630.750000 Penalty: 3087.263184
	Iteration 119Q: 3 clusters Score -1489631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1489632.000000 Penalty: 3087.263184
	Iteration 120F: 3 clusters Score -1489632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1489632.625000 Penalty: 3087.263184
	Iteration 121Q: 3 clusters Score -1489633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1489641.500000 Penalty: 3087.263184
	Iteration 122Q: 3 clusters Score -1489642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1489641.250000 Penalty: 3087.263184
	Iteration 123Q: 3 clusters Score -1489641 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1489644.500000 Penalty: 3087.263184
	Iteration 124Q: 3 clusters Score -1489644 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1489648.375000 Penalty: 3087.263184
	Iteration 125Q: 3 clusters Score -1489648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1489651.625000 Penalty: 3087.263184
	Iteration 126Q: 3 clusters Score -1489652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1489648.000000 Penalty: 3087.263184
	Iteration 127Q: 3 clusters Score -1489648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1489656.625000 Penalty: 3087.263184
	Iteration 128Q: 3 clusters Score -1489657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1489660.750000 Penalty: 3087.263184
	Iteration 129Q: 3 clusters Score -1489661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1489662.750000 Penalty: 3087.263184
	Iteration 130Q: 3 clusters Score -1489663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1489666.875000 Penalty: 3087.263184
	Iteration 131Q: 3 clusters Score -1489667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1489670.875000 Penalty: 3087.263184
	Iteration 132Q: 3 clusters Score -1489671 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1489679.375000 Penalty: 3087.263184
	Iteration 133Q: 3 clusters Score -1489679 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1489680.875000 Penalty: 3087.263184
	Iteration 134Q: 3 clusters Score -1489681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1489687.625000 Penalty: 3087.263184
	Iteration 135Q: 3 clusters Score -1489688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1489687.000000 Penalty: 3087.263184
	Iteration 136Q: 3 clusters Score -1489687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1489691.625000 Penalty: 3087.263184
	Iteration 137Q: 3 clusters Score -1489692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1489699.875000 Penalty: 3087.263184
	Iteration 138Q: 3 clusters Score -1489700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1489694.750000 Penalty: 3087.263184
	Iteration 139Q: 3 clusters Score -1489695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1489698.750000 Penalty: 3087.263184
	Iteration 140F: 3 clusters Score -1489699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1489701.625000 Penalty: 3087.263184
	Iteration 141Q: 3 clusters Score -1489702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1489704.875000 Penalty: 3087.263184
	Iteration 142Q: 3 clusters Score -1489705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1489706.000000 Penalty: 3087.263184
	Iteration 143Q: 3 clusters Score -1489706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1489707.250000 Penalty: 3087.263184
	Iteration 144Q: 3 clusters Score -1489707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1489708.625000 Penalty: 3087.263184
	Iteration 145Q: 3 clusters Score -1489709 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1489711.125000 Penalty: 3087.263184
	Iteration 146Q: 3 clusters Score -1489711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1489716.125000 Penalty: 3087.263184
	Iteration 147Q: 3 clusters Score -1489716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1489722.250000 Penalty: 3087.263184
	Iteration 148Q: 3 clusters Score -1489722 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1489729.500000 Penalty: 3087.263184
	Iteration 149Q: 3 clusters Score -1489730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1489740.875000 Penalty: 3087.263184
	Iteration 150Q: 3 clusters Score -1489741 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1489755.750000 Penalty: 3087.263184
	Iteration 151Q: 3 clusters Score -1489756 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1489772.375000 Penalty: 3087.263184
	Iteration 152Q: 3 clusters Score -1489772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1489803.875000 Penalty: 3087.263184
	Iteration 153Q: 3 clusters Score -1489804 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1489826.125000 Penalty: 3087.263184
	Iteration 154Q: 3 clusters Score -1489826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1489857.500000 Penalty: 3087.263184
	Iteration 155Q: 3 clusters Score -1489858 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1489956.250000 Penalty: 3087.263184
	Iteration 156Q: 3 clusters Score -1489956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1490081.125000 Penalty: 3087.263184
	Iteration 157Q: 3 clusters Score -1490081 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -1490264.125000 Penalty: 3087.263184
	Iteration 158Q: 3 clusters Score -1490264 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1490438.500000 Penalty: 3087.263184
	Iteration 159Q: 3 clusters Score -1490438 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1490511.750000 Penalty: 3087.263184
	Iteration 160F: 3 clusters Score -1490512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -1490532.750000 Penalty: 3087.263184
	Iteration 161Q: 3 clusters Score -1490533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1490544.375000 Penalty: 3087.263184
	Iteration 162Q: 3 clusters Score -1490544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1490540.500000 Penalty: 3087.263184
	Iteration 163Q: 3 clusters Score -1490540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -1490544.125000 Penalty: 3087.263184
	Iteration 164Q: 3 clusters Score -1490544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1490545.875000 Penalty: 3087.263184
	Iteration 165Q: 3 clusters Score -1490546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1490545.375000 Penalty: 3087.263184
	Iteration 166Q: 3 clusters Score -1490545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1490545.250000 Penalty: 3087.263184
	Iteration 167Q: 3 clusters Score -1490545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1490546.625000 Penalty: 3087.263184
	Iteration 168Q: 3 clusters Score -1490547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1490547.125000 Penalty: 3087.263184
	Iteration 169Q: 3 clusters Score -1490547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1490546.875000 Penalty: 3087.263184
	Iteration 170Q: 3 clusters Score -1490547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1490546.875000 Penalty: 3087.263184
	Iteration 171F: 3 clusters Score -1490547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 3703 members 
Mstep: Class 4 contains 22460 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 14968 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Entering Unmasked Estep 
Score: -40051684.000000 Penalty: 43674.574219
Splitting cluster 1 changes total score from -40049160.000000 to -40051684.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 2 (28531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Entering Unmasked Estep 
Score: -3222001.750000 Penalty: 1667.046265
	Iteration 0F: 2 clusters Score -3222002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3202760.750000 Penalty: 3334.092529
	Iteration 0F: 3 clusters Score -3202761 nChanged 13190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3210613.250000 Penalty: 3334.092529
	Iteration 1F: 3 clusters Score -3210613 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -3211964.250000 Penalty: 3334.092529
	Iteration 2F: 3 clusters Score -3211964 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -3213824.000000 Penalty: 3334.092529
	Iteration 3F: 3 clusters Score -3213824 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -3215992.000000 Penalty: 3334.092529
	Iteration 4F: 3 clusters Score -3215992 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -3217803.500000 Penalty: 3334.092529
	Iteration 5F: 3 clusters Score -3217804 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3218937.250000 Penalty: 3334.092529
	Iteration 6F: 3 clusters Score -3218937 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -3219594.750000 Penalty: 3334.092529
	Iteration 7Q: 3 clusters Score -3219595 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3219975.000000 Penalty: 3334.092529
	Iteration 8Q: 3 clusters Score -3219975 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -3220220.750000 Penalty: 3334.092529
	Iteration 9Q: 3 clusters Score -3220221 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3220410.250000 Penalty: 3334.092529
	Iteration 10Q: 3 clusters Score -3220410 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -3220572.000000 Penalty: 3334.092529
	Iteration 11Q: 3 clusters Score -3220572 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3220664.000000 Penalty: 3334.092529
	Iteration 12Q: 3 clusters Score -3220664 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -3220744.750000 Penalty: 3334.092529
	Iteration 13Q: 3 clusters Score -3220745 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3220801.250000 Penalty: 3334.092529
	Iteration 14Q: 3 clusters Score -3220801 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -3220846.250000 Penalty: 3334.092529
	Iteration 15Q: 3 clusters Score -3220846 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3220876.500000 Penalty: 3334.092529
	Iteration 16Q: 3 clusters Score -3220876 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -3220927.250000 Penalty: 3334.092529
	Iteration 17Q: 3 clusters Score -3220927 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -3220920.000000 Penalty: 3334.092529
	Iteration 18Q: 3 clusters Score -3220920 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -3220943.000000 Penalty: 3334.092529
	Iteration 19Q: 3 clusters Score -3220943 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3220953.250000 Penalty: 3334.092529
	Iteration 20F: 3 clusters Score -3220953 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -3220965.000000 Penalty: 3334.092529
	Iteration 21Q: 3 clusters Score -3220965 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -3220987.250000 Penalty: 3334.092529
	Iteration 22Q: 3 clusters Score -3220987 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3220990.500000 Penalty: 3334.092529
	Iteration 23Q: 3 clusters Score -3220990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3220993.500000 Penalty: 3334.092529
	Iteration 24Q: 3 clusters Score -3220994 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -3220999.750000 Penalty: 3334.092529
	Iteration 25Q: 3 clusters Score -3221000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -3220999.500000 Penalty: 3334.092529
	Iteration 26Q: 3 clusters Score -3221000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -3221004.500000 Penalty: 3334.092529
	Iteration 27Q: 3 clusters Score -3221004 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -3221014.250000 Penalty: 3334.092529
	Iteration 28Q: 3 clusters Score -3221014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3221019.750000 Penalty: 3334.092529
	Iteration 29Q: 3 clusters Score -3221020 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3221015.750000 Penalty: 3334.092529
	Iteration 30Q: 3 clusters Score -3221016 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3221018.750000 Penalty: 3334.092529
	Iteration 31Q: 3 clusters Score -3221019 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -3221025.000000 Penalty: 3334.092529
	Iteration 32Q: 3 clusters Score -3221025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -3221024.750000 Penalty: 3334.092529
	Iteration 33Q: 3 clusters Score -3221025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3221040.500000 Penalty: 3334.092529
	Iteration 34Q: 3 clusters Score -3221040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -3221046.000000 Penalty: 3334.092529
	Iteration 35Q: 3 clusters Score -3221046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -3221054.000000 Penalty: 3334.092529
	Iteration 36Q: 3 clusters Score -3221054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -3221055.750000 Penalty: 3334.092529
	Iteration 37Q: 3 clusters Score -3221056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3221053.000000 Penalty: 3334.092529
	Iteration 38Q: 3 clusters Score -3221053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3221061.500000 Penalty: 3334.092529
	Iteration 39Q: 3 clusters Score -3221062 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3221058.250000 Penalty: 3334.092529
	Iteration 40F: 3 clusters Score -3221058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3221051.250000 Penalty: 3334.092529
	Iteration 41Q: 3 clusters Score -3221051 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -3221048.250000 Penalty: 3334.092529
	Iteration 42Q: 3 clusters Score -3221048 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -3221054.500000 Penalty: 3334.092529
	Iteration 43Q: 3 clusters Score -3221054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3221061.750000 Penalty: 3334.092529
	Iteration 44Q: 3 clusters Score -3221062 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -3221067.500000 Penalty: 3334.092529
	Iteration 45Q: 3 clusters Score -3221068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -3221079.000000 Penalty: 3334.092529
	Iteration 46Q: 3 clusters Score -3221079 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -3221075.250000 Penalty: 3334.092529
	Iteration 47Q: 3 clusters Score -3221075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3221085.500000 Penalty: 3334.092529
	Iteration 48Q: 3 clusters Score -3221086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -3221083.750000 Penalty: 3334.092529
	Iteration 49Q: 3 clusters Score -3221084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -3221085.750000 Penalty: 3334.092529
	Iteration 50Q: 3 clusters Score -3221086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3221096.000000 Penalty: 3334.092529
	Iteration 51Q: 3 clusters Score -3221096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3221103.250000 Penalty: 3334.092529
	Iteration 52Q: 3 clusters Score -3221103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3221099.250000 Penalty: 3334.092529
	Iteration 53Q: 3 clusters Score -3221099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3221093.500000 Penalty: 3334.092529
	Iteration 54Q: 3 clusters Score -3221094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -3221098.000000 Penalty: 3334.092529
	Iteration 55Q: 3 clusters Score -3221098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3221100.500000 Penalty: 3334.092529
	Iteration 56Q: 3 clusters Score -3221100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -3221101.750000 Penalty: 3334.092529
	Iteration 57Q: 3 clusters Score -3221102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -3221108.250000 Penalty: 3334.092529
	Iteration 58Q: 3 clusters Score -3221108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -3221109.500000 Penalty: 3334.092529
	Iteration 59Q: 3 clusters Score -3221110 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3221109.250000 Penalty: 3334.092529
	Iteration 60F: 3 clusters Score -3221109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3221107.750000 Penalty: 3334.092529
	Iteration 61Q: 3 clusters Score -3221108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -3221112.750000 Penalty: 3334.092529
	Iteration 62Q: 3 clusters Score -3221113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -3221110.250000 Penalty: 3334.092529
	Iteration 63Q: 3 clusters Score -3221110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -3221108.750000 Penalty: 3334.092529
	Iteration 64Q: 3 clusters Score -3221109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -3221113.750000 Penalty: 3334.092529
	Iteration 65Q: 3 clusters Score -3221114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -3221117.750000 Penalty: 3334.092529
	Iteration 66Q: 3 clusters Score -3221118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3221116.000000 Penalty: 3334.092529
	Iteration 67Q: 3 clusters Score -3221116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3221114.750000 Penalty: 3334.092529
	Iteration 68Q: 3 clusters Score -3221115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -3221117.500000 Penalty: 3334.092529
	Iteration 69Q: 3 clusters Score -3221118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3221119.000000 Penalty: 3334.092529
	Iteration 70Q: 3 clusters Score -3221119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -3221115.250000 Penalty: 3334.092529
	Iteration 71Q: 3 clusters Score -3221115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3221116.000000 Penalty: 3334.092529
	Iteration 72Q: 3 clusters Score -3221116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -3221114.500000 Penalty: 3334.092529
	Iteration 73Q: 3 clusters Score -3221114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -3221112.500000 Penalty: 3334.092529
	Iteration 74Q: 3 clusters Score -3221112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -3221115.250000 Penalty: 3334.092529
	Iteration 75Q: 3 clusters Score -3221115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -3221113.500000 Penalty: 3334.092529
	Iteration 76Q: 3 clusters Score -3221114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -3221109.000000 Penalty: 3334.092529
	Iteration 77Q: 3 clusters Score -3221109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -3221112.000000 Penalty: 3334.092529
	Iteration 78Q: 3 clusters Score -3221112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3221115.500000 Penalty: 3334.092529
	Iteration 79Q: 3 clusters Score -3221116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3221112.000000 Penalty: 3334.092529
	Iteration 80F: 3 clusters Score -3221112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3221110.250000 Penalty: 3334.092529
	Iteration 81Q: 3 clusters Score -3221110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -3221110.250000 Penalty: 3334.092529
	Iteration 82Q: 3 clusters Score -3221110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -3221108.500000 Penalty: 3334.092529
	Iteration 83Q: 3 clusters Score -3221108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3221109.000000 Penalty: 3334.092529
	Iteration 84Q: 3 clusters Score -3221109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -3221109.000000 Penalty: 3334.092529
	Iteration 85F: 3 clusters Score -3221109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Entering Unmasked Estep 
Score: -411541.000000 Penalty: 1335.246094
	Iteration 0F: 2 clusters Score -411541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -408410.937500 Penalty: 2670.492188
	Iteration 0F: 3 clusters Score -408410.9 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -409355.218750 Penalty: 2670.492188
	Iteration 1F: 3 clusters Score -409355.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -409748.656250 Penalty: 2670.492188
	Iteration 2F: 3 clusters Score -409748.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -410213.625000 Penalty: 2670.492188
	Iteration 3F: 3 clusters Score -410213.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -410839.718750 Penalty: 2670.492188
	Iteration 4F: 3 clusters Score -410839.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -411633.281250 Penalty: 2670.492188
	Iteration 5F: 3 clusters Score -411633.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -412395.625000 Penalty: 2670.492188
	Iteration 6F: 3 clusters Score -412395.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -412647.625000 Penalty: 2670.492188
	Iteration 7Q: 3 clusters Score -412647.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -412828.625000 Penalty: 2670.492188
	Iteration 8Q: 3 clusters Score -412828.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -413135.406250 Penalty: 2670.492188
	Iteration 9Q: 3 clusters Score -413135.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -413527.031250 Penalty: 2670.492188
	Iteration 10Q: 3 clusters Score -413527 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -413669.000000 Penalty: 2670.492188
	Iteration 11Q: 3 clusters Score -413669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -413696.500000 Penalty: 2670.492188
	Iteration 12Q: 3 clusters Score -413696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -413706.250000 Penalty: 2670.492188
	Iteration 13Q: 3 clusters Score -413706.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -413708.250000 Penalty: 2670.492188
	Iteration 14Q: 3 clusters Score -413708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -413710.656250 Penalty: 2670.492188
	Iteration 15Q: 3 clusters Score -413710.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -413713.125000 Penalty: 2670.492188
	Iteration 16Q: 3 clusters Score -413713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -413713.062500 Penalty: 2670.492188
	Iteration 17Q: 3 clusters Score -413713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -413713.062500 Penalty: 2670.492188
	Iteration 18F: 3 clusters Score -413713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 22460 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 14968 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Entering Unmasked Estep 
Score: -40053136.000000 Penalty: 45754.316406
Splitting cluster 3 changes total score from -40049160.000000 to -40053136.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (22460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Entering Unmasked Estep 
Score: -2492462.500000 Penalty: 1628.167358
	Iteration 0F: 2 clusters Score -2492462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2477219.500000 Penalty: 3256.334717
	Iteration 0F: 3 clusters Score -2477220 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -2483877.750000 Penalty: 3256.334717
	Iteration 1F: 3 clusters Score -2483878 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2486147.250000 Penalty: 3256.334717
	Iteration 2F: 3 clusters Score -2486147 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -2489108.750000 Penalty: 3256.334717
	Iteration 3F: 3 clusters Score -2489109 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2491869.750000 Penalty: 3256.334717
	Iteration 4F: 3 clusters Score -2491870 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -2494380.750000 Penalty: 3256.334717
	Iteration 5F: 3 clusters Score -2494381 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -2496200.500000 Penalty: 3256.334717
	Iteration 6F: 3 clusters Score -2496200 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2497497.000000 Penalty: 3256.334717
	Iteration 7Q: 3 clusters Score -2497497 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -2498492.250000 Penalty: 3256.334717
	Iteration 8Q: 3 clusters Score -2498492 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2499260.250000 Penalty: 3256.334717
	Iteration 9Q: 3 clusters Score -2499260 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2500207.000000 Penalty: 3256.334717
	Iteration 10Q: 3 clusters Score -2500207 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2501159.250000 Penalty: 3256.334717
	Iteration 11Q: 3 clusters Score -2501159 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 11726 members 
Entering Unmasked Estep 
Score: -2501724.250000 Penalty: 3256.334717
	Iteration 12Q: 3 clusters Score -2501724 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -2502237.250000 Penalty: 3256.334717
	Iteration 13Q: 3 clusters Score -2502237 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2502653.000000 Penalty: 3256.334717
	Iteration 14Q: 3 clusters Score -2502653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2502900.500000 Penalty: 3256.334717
	Iteration 15Q: 3 clusters Score -2502900 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -2503028.750000 Penalty: 3256.334717
	Iteration 16Q: 3 clusters Score -2503029 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2503103.750000 Penalty: 3256.334717
	Iteration 17Q: 3 clusters Score -2503104 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2503136.500000 Penalty: 3256.334717
	Iteration 18Q: 3 clusters Score -2503136 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2503174.000000 Penalty: 3256.334717
	Iteration 19Q: 3 clusters Score -2503174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2503186.250000 Penalty: 3256.334717
	Iteration 20F: 3 clusters Score -2503186 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -2503202.500000 Penalty: 3256.334717
	Iteration 21Q: 3 clusters Score -2503202 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2503223.750000 Penalty: 3256.334717
	Iteration 22Q: 3 clusters Score -2503224 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2503227.750000 Penalty: 3256.334717
	Iteration 23Q: 3 clusters Score -2503228 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2503233.000000 Penalty: 3256.334717
	Iteration 24Q: 3 clusters Score -2503233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2503238.000000 Penalty: 3256.334717
	Iteration 25Q: 3 clusters Score -2503238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -2503240.250000 Penalty: 3256.334717
	Iteration 26Q: 3 clusters Score -2503240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2503252.000000 Penalty: 3256.334717
	Iteration 27Q: 3 clusters Score -2503252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2503250.750000 Penalty: 3256.334717
	Iteration 28Q: 3 clusters Score -2503251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2503257.500000 Penalty: 3256.334717
	Iteration 29Q: 3 clusters Score -2503258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2503243.500000 Penalty: 3256.334717
	Iteration 30Q: 3 clusters Score -2503244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2503251.750000 Penalty: 3256.334717
	Iteration 31Q: 3 clusters Score -2503252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2503249.250000 Penalty: 3256.334717
	Iteration 32Q: 3 clusters Score -2503249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2503246.500000 Penalty: 3256.334717
	Iteration 33Q: 3 clusters Score -2503246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -2503248.750000 Penalty: 3256.334717
	Iteration 34Q: 3 clusters Score -2503249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2503252.000000 Penalty: 3256.334717
	Iteration 35Q: 3 clusters Score -2503252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2503253.000000 Penalty: 3256.334717
	Iteration 36Q: 3 clusters Score -2503253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2503253.000000 Penalty: 3256.334717
	Iteration 37Q: 3 clusters Score -2503253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2503254.750000 Penalty: 3256.334717
	Iteration 38Q: 3 clusters Score -2503255 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2503255.750000 Penalty: 3256.334717
	Iteration 39Q: 3 clusters Score -2503256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2503253.000000 Penalty: 3256.334717
	Iteration 40F: 3 clusters Score -2503253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2503255.250000 Penalty: 3256.334717
	Iteration 41Q: 3 clusters Score -2503255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -2503261.750000 Penalty: 3256.334717
	Iteration 42Q: 3 clusters Score -2503262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -2503261.750000 Penalty: 3256.334717
	Iteration 43Q: 3 clusters Score -2503262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2503261.000000 Penalty: 3256.334717
	Iteration 44Q: 3 clusters Score -2503261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2503261.250000 Penalty: 3256.334717
	Iteration 45Q: 3 clusters Score -2503261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -2503263.500000 Penalty: 3256.334717
	Iteration 46Q: 3 clusters Score -2503264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2503267.250000 Penalty: 3256.334717
	Iteration 47Q: 3 clusters Score -2503267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2503264.250000 Penalty: 3256.334717
	Iteration 48Q: 3 clusters Score -2503264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -2503267.500000 Penalty: 3256.334717
	Iteration 49Q: 3 clusters Score -2503268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -2503270.500000 Penalty: 3256.334717
	Iteration 50Q: 3 clusters Score -2503270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2503268.250000 Penalty: 3256.334717
	Iteration 51Q: 3 clusters Score -2503268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2503271.250000 Penalty: 3256.334717
	Iteration 52Q: 3 clusters Score -2503271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2503270.500000 Penalty: 3256.334717
	Iteration 53Q: 3 clusters Score -2503270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2503271.000000 Penalty: 3256.334717
	Iteration 54Q: 3 clusters Score -2503271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2503269.750000 Penalty: 3256.334717
	Iteration 55Q: 3 clusters Score -2503270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -2503265.250000 Penalty: 3256.334717
	Iteration 56Q: 3 clusters Score -2503265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2503268.250000 Penalty: 3256.334717
	Iteration 57Q: 3 clusters Score -2503268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -2503268.250000 Penalty: 3256.334717
	Iteration 58F: 3 clusters Score -2503268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 880 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 14968 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Entering Unmasked Estep 
Score: -40063560.000000 Penalty: 47834.058594
Splitting cluster 4 changes total score from -40049160.000000 to -40063560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -955405.062500 Penalty: 1469.139160
	Iteration 0F: 2 clusters Score -955405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -949253.375000 Penalty: 2938.278320
	Iteration 0F: 3 clusters Score -949253.4 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -951198.812500 Penalty: 2938.278320
	Iteration 1F: 3 clusters Score -951198.8 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -951458.437500 Penalty: 2938.278320
	Iteration 2F: 3 clusters Score -951458.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -951673.437500 Penalty: 2938.278320
	Iteration 3F: 3 clusters Score -951673.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -951892.125000 Penalty: 2938.278320
	Iteration 4Q: 3 clusters Score -951892.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -952137.562500 Penalty: 2938.278320
	Iteration 5Q: 3 clusters Score -952137.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -952384.375000 Penalty: 2938.278320
	Iteration 6F: 3 clusters Score -952384.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -952616.750000 Penalty: 2938.278320
	Iteration 7Q: 3 clusters Score -952616.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -952834.375000 Penalty: 2938.278320
	Iteration 8Q: 3 clusters Score -952834.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -953096.000000 Penalty: 2938.278320
	Iteration 9Q: 3 clusters Score -953096 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -953345.062500 Penalty: 2938.278320
	Iteration 10Q: 3 clusters Score -953345.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -953578.062500 Penalty: 2938.278320
	Iteration 11Q: 3 clusters Score -953578.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -953802.062500 Penalty: 2938.278320
	Iteration 12Q: 3 clusters Score -953802.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -953997.375000 Penalty: 2938.278320
	Iteration 13Q: 3 clusters Score -953997.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -954147.062500 Penalty: 2938.278320
	Iteration 14Q: 3 clusters Score -954147.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -954254.937500 Penalty: 2938.278320
	Iteration 15Q: 3 clusters Score -954254.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -954331.062500 Penalty: 2938.278320
	Iteration 16Q: 3 clusters Score -954331.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -954372.000000 Penalty: 2938.278320
	Iteration 17Q: 3 clusters Score -954372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -954397.687500 Penalty: 2938.278320
	Iteration 18Q: 3 clusters Score -954397.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -954421.187500 Penalty: 2938.278320
	Iteration 19Q: 3 clusters Score -954421.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -954432.250000 Penalty: 2938.278320
	Iteration 20F: 3 clusters Score -954432.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -954447.375000 Penalty: 2938.278320
	Iteration 21Q: 3 clusters Score -954447.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -954461.500000 Penalty: 2938.278320
	Iteration 22Q: 3 clusters Score -954461.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -954469.812500 Penalty: 2938.278320
	Iteration 23Q: 3 clusters Score -954469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -954475.312500 Penalty: 2938.278320
	Iteration 24Q: 3 clusters Score -954475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -954483.312500 Penalty: 2938.278320
	Iteration 25Q: 3 clusters Score -954483.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -954492.062500 Penalty: 2938.278320
	Iteration 26Q: 3 clusters Score -954492.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -954500.187500 Penalty: 2938.278320
	Iteration 27Q: 3 clusters Score -954500.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -954511.000000 Penalty: 2938.278320
	Iteration 28Q: 3 clusters Score -954511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -954515.687500 Penalty: 2938.278320
	Iteration 29Q: 3 clusters Score -954515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -954521.687500 Penalty: 2938.278320
	Iteration 30Q: 3 clusters Score -954521.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -954525.187500 Penalty: 2938.278320
	Iteration 31Q: 3 clusters Score -954525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -954527.312500 Penalty: 2938.278320
	Iteration 32Q: 3 clusters Score -954527.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -954530.625000 Penalty: 2938.278320
	Iteration 33Q: 3 clusters Score -954530.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -954535.375000 Penalty: 2938.278320
	Iteration 34Q: 3 clusters Score -954535.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -954538.937500 Penalty: 2938.278320
	Iteration 35Q: 3 clusters Score -954538.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -954540.062500 Penalty: 2938.278320
	Iteration 36Q: 3 clusters Score -954540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -954540.812500 Penalty: 2938.278320
	Iteration 37Q: 3 clusters Score -954540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -954541.562500 Penalty: 2938.278320
	Iteration 38Q: 3 clusters Score -954541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -954541.312500 Penalty: 2938.278320
	Iteration 39Q: 3 clusters Score -954541.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -954541.312500 Penalty: 2938.278320
	Iteration 40F: 3 clusters Score -954541.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Entering Unmasked Estep 
Score: -87820.726562 Penalty: 1101.737305
	Iteration 0F: 2 clusters Score -87820.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -86581.984375 Penalty: 2203.474609
	Iteration 0F: 3 clusters Score -86581.98 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -86987.546875 Penalty: 2203.474609
	Iteration 1F: 3 clusters Score -86987.55 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -87130.492188 Penalty: 2203.474609
	Iteration 2F: 3 clusters Score -87130.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -87241.179688 Penalty: 2203.474609
	Iteration 3F: 3 clusters Score -87241.18 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -87314.054688 Penalty: 2203.474609
	Iteration 4Q: 3 clusters Score -87314.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -87358.101562 Penalty: 2203.474609
	Iteration 5Q: 3 clusters Score -87358.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -87385.804688 Penalty: 2203.474609
	Iteration 6Q: 3 clusters Score -87385.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -87417.562500 Penalty: 2203.474609
	Iteration 7Q: 3 clusters Score -87417.56 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -87472.203125 Penalty: 2203.474609
	Iteration 8Q: 3 clusters Score -87472.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -87561.312500 Penalty: 2203.474609
	Iteration 9Q: 3 clusters Score -87561.31 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87679.226562 Penalty: 2203.474609
	Iteration 10Q: 3 clusters Score -87679.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87811.742188 Penalty: 2203.474609
	Iteration 11Q: 3 clusters Score -87811.74 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -87913.671875 Penalty: 2203.474609
	Iteration 12Q: 3 clusters Score -87913.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -88001.890625 Penalty: 2203.474609
	Iteration 13Q: 3 clusters Score -88001.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88054.273438 Penalty: 2203.474609
	Iteration 14Q: 3 clusters Score -88054.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88106.679688 Penalty: 2203.474609
	Iteration 15Q: 3 clusters Score -88106.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88152.656250 Penalty: 2203.474609
	Iteration 16Q: 3 clusters Score -88152.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88180.414062 Penalty: 2203.474609
	Iteration 17Q: 3 clusters Score -88180.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88215.781250 Penalty: 2203.474609
	Iteration 18Q: 3 clusters Score -88215.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88219.531250 Penalty: 2203.474609
	Iteration 19Q: 3 clusters Score -88219.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88219.531250 Penalty: 2203.474609
	Iteration 20F: 3 clusters Score -88219.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 7778 members 
Mstep: Class 8 contains 14968 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Entering Unmasked Estep 
Score: -40062960.000000 Penalty: 49913.800781
Splitting cluster 6 changes total score from -40049160.000000 to -40062960.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (7778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Entering Unmasked Estep 
Score: -878144.062500 Penalty: 1455.846436
	Iteration 0F: 2 clusters Score -878144.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -872455.062500 Penalty: 2911.692871
	Iteration 0F: 3 clusters Score -872455.1 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -874223.375000 Penalty: 2911.692871
	Iteration 1F: 3 clusters Score -874223.4 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -874695.875000 Penalty: 2911.692871
	Iteration 2F: 3 clusters Score -874695.9 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -875430.437500 Penalty: 2911.692871
	Iteration 3F: 3 clusters Score -875430.4 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -876567.062500 Penalty: 2911.692871
	Iteration 4F: 3 clusters Score -876567.1 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -877844.312500 Penalty: 2911.692871
	Iteration 5F: 3 clusters Score -877844.3 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -879049.875000 Penalty: 2911.692871
	Iteration 6F: 3 clusters Score -879049.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -879989.250000 Penalty: 2911.692871
	Iteration 7F: 3 clusters Score -879989.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -880364.875000 Penalty: 2911.692871
	Iteration 8Q: 3 clusters Score -880364.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -880440.625000 Penalty: 2911.692871
	Iteration 9Q: 3 clusters Score -880440.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -880469.250000 Penalty: 2911.692871
	Iteration 10Q: 3 clusters Score -880469.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -880480.500000 Penalty: 2911.692871
	Iteration 11Q: 3 clusters Score -880480.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -880486.187500 Penalty: 2911.692871
	Iteration 12Q: 3 clusters Score -880486.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -880490.250000 Penalty: 2911.692871
	Iteration 13Q: 3 clusters Score -880490.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -880496.437500 Penalty: 2911.692871
	Iteration 14Q: 3 clusters Score -880496.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -880500.562500 Penalty: 2911.692871
	Iteration 15Q: 3 clusters Score -880500.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -880503.437500 Penalty: 2911.692871
	Iteration 16Q: 3 clusters Score -880503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -880505.687500 Penalty: 2911.692871
	Iteration 17Q: 3 clusters Score -880505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -880504.937500 Penalty: 2911.692871
	Iteration 18Q: 3 clusters Score -880504.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -880505.000000 Penalty: 2911.692871
	Iteration 19Q: 3 clusters Score -880505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -880505.875000 Penalty: 2911.692871
	Iteration 20F: 3 clusters Score -880505.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -880508.687500 Penalty: 2911.692871
	Iteration 21Q: 3 clusters Score -880508.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -880506.125000 Penalty: 2911.692871
	Iteration 22Q: 3 clusters Score -880506.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -880509.062500 Penalty: 2911.692871
	Iteration 23Q: 3 clusters Score -880509.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -880509.000000 Penalty: 2911.692871
	Iteration 24Q: 3 clusters Score -880509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -880509.187500 Penalty: 2911.692871
	Iteration 25Q: 3 clusters Score -880509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -880509.000000 Penalty: 2911.692871
	Iteration 26Q: 3 clusters Score -880509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -880509.437500 Penalty: 2911.692871
	Iteration 27Q: 3 clusters Score -880509.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -880511.375000 Penalty: 2911.692871
	Iteration 28Q: 3 clusters Score -880511.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -880511.625000 Penalty: 2911.692871
	Iteration 29Q: 3 clusters Score -880511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -880511.625000 Penalty: 2911.692871
	Iteration 30F: 3 clusters Score -880511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 14968 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Entering Unmasked Estep 
Score: -40064684.000000 Penalty: 51993.542969
Splitting cluster 7 changes total score from -40049160.000000 to -40064684.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 8 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -1658395.750000 Penalty: 1562.221313
	Iteration 0F: 2 clusters Score -1658396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1648028.750000 Penalty: 3124.442627
	Iteration 0F: 3 clusters Score -1648029 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1652138.000000 Penalty: 3124.442627
	Iteration 1F: 3 clusters Score -1652138 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1652945.375000 Penalty: 3124.442627
	Iteration 2F: 3 clusters Score -1652945 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1653703.625000 Penalty: 3124.442627
	Iteration 3F: 3 clusters Score -1653704 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1654570.125000 Penalty: 3124.442627
	Iteration 4F: 3 clusters Score -1654570 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1655736.000000 Penalty: 3124.442627
	Iteration 5F: 3 clusters Score -1655736 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1657131.500000 Penalty: 3124.442627
	Iteration 6F: 3 clusters Score -1657132 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1658591.125000 Penalty: 3124.442627
	Iteration 7F: 3 clusters Score -1658591 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1659745.000000 Penalty: 3124.442627
	Iteration 8F: 3 clusters Score -1659745 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1660312.125000 Penalty: 3124.442627
	Iteration 9Q: 3 clusters Score -1660312 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1660609.500000 Penalty: 3124.442627
	Iteration 10Q: 3 clusters Score -1660610 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1660801.750000 Penalty: 3124.442627
	Iteration 11Q: 3 clusters Score -1660802 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1660955.125000 Penalty: 3124.442627
	Iteration 12Q: 3 clusters Score -1660955 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1661054.125000 Penalty: 3124.442627
	Iteration 13Q: 3 clusters Score -1661054 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1661106.375000 Penalty: 3124.442627
	Iteration 14Q: 3 clusters Score -1661106 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1661153.500000 Penalty: 3124.442627
	Iteration 15Q: 3 clusters Score -1661154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1661190.375000 Penalty: 3124.442627
	Iteration 16Q: 3 clusters Score -1661190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1661200.750000 Penalty: 3124.442627
	Iteration 17Q: 3 clusters Score -1661201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1661212.250000 Penalty: 3124.442627
	Iteration 18Q: 3 clusters Score -1661212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1661220.000000 Penalty: 3124.442627
	Iteration 19Q: 3 clusters Score -1661220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1661222.750000 Penalty: 3124.442627
	Iteration 20F: 3 clusters Score -1661223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1661226.125000 Penalty: 3124.442627
	Iteration 21Q: 3 clusters Score -1661226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1661229.375000 Penalty: 3124.442627
	Iteration 22Q: 3 clusters Score -1661229 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1661229.375000 Penalty: 3124.442627
	Iteration 23Q: 3 clusters Score -1661229 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1661239.875000 Penalty: 3124.442627
	Iteration 24Q: 3 clusters Score -1661240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1661241.375000 Penalty: 3124.442627
	Iteration 25Q: 3 clusters Score -1661241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1661241.750000 Penalty: 3124.442627
	Iteration 26Q: 3 clusters Score -1661242 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1661241.875000 Penalty: 3124.442627
	Iteration 27Q: 3 clusters Score -1661242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1661243.875000 Penalty: 3124.442627
	Iteration 28Q: 3 clusters Score -1661244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1661247.875000 Penalty: 3124.442627
	Iteration 29Q: 3 clusters Score -1661248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1661247.125000 Penalty: 3124.442627
	Iteration 30Q: 3 clusters Score -1661247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1661242.500000 Penalty: 3124.442627
	Iteration 31Q: 3 clusters Score -1661242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1661250.000000 Penalty: 3124.442627
	Iteration 32Q: 3 clusters Score -1661250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1661248.750000 Penalty: 3124.442627
	Iteration 33Q: 3 clusters Score -1661249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1661250.250000 Penalty: 3124.442627
	Iteration 34Q: 3 clusters Score -1661250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1661250.750000 Penalty: 3124.442627
	Iteration 35Q: 3 clusters Score -1661251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1661252.250000 Penalty: 3124.442627
	Iteration 36Q: 3 clusters Score -1661252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1661251.250000 Penalty: 3124.442627
	Iteration 37Q: 3 clusters Score -1661251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1661255.000000 Penalty: 3124.442627
	Iteration 38Q: 3 clusters Score -1661255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1661253.250000 Penalty: 3124.442627
	Iteration 39Q: 3 clusters Score -1661253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1661256.375000 Penalty: 3124.442627
	Iteration 40F: 3 clusters Score -1661256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1661265.625000 Penalty: 3124.442627
	Iteration 41Q: 3 clusters Score -1661266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1661276.875000 Penalty: 3124.442627
	Iteration 42Q: 3 clusters Score -1661277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1661278.625000 Penalty: 3124.442627
	Iteration 43Q: 3 clusters Score -1661279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1661279.750000 Penalty: 3124.442627
	Iteration 44Q: 3 clusters Score -1661280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1661289.500000 Penalty: 3124.442627
	Iteration 45Q: 3 clusters Score -1661290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1661298.000000 Penalty: 3124.442627
	Iteration 46Q: 3 clusters Score -1661298 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1661299.250000 Penalty: 3124.442627
	Iteration 47Q: 3 clusters Score -1661299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1661301.750000 Penalty: 3124.442627
	Iteration 48Q: 3 clusters Score -1661302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1661300.750000 Penalty: 3124.442627
	Iteration 49Q: 3 clusters Score -1661301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1661306.875000 Penalty: 3124.442627
	Iteration 50Q: 3 clusters Score -1661307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1661307.250000 Penalty: 3124.442627
	Iteration 51Q: 3 clusters Score -1661307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1661308.000000 Penalty: 3124.442627
	Iteration 52Q: 3 clusters Score -1661308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1661304.250000 Penalty: 3124.442627
	Iteration 53Q: 3 clusters Score -1661304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1661307.750000 Penalty: 3124.442627
	Iteration 54Q: 3 clusters Score -1661308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1661312.000000 Penalty: 3124.442627
	Iteration 55Q: 3 clusters Score -1661312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1661310.875000 Penalty: 3124.442627
	Iteration 56Q: 3 clusters Score -1661311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1661311.875000 Penalty: 3124.442627
	Iteration 57Q: 3 clusters Score -1661312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1661316.000000 Penalty: 3124.442627
	Iteration 58Q: 3 clusters Score -1661316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1661315.625000 Penalty: 3124.442627
	Iteration 59Q: 3 clusters Score -1661316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1661315.125000 Penalty: 3124.442627
	Iteration 60F: 3 clusters Score -1661315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1661317.875000 Penalty: 3124.442627
	Iteration 61Q: 3 clusters Score -1661318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1661317.875000 Penalty: 3124.442627
	Iteration 62Q: 3 clusters Score -1661318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1661317.875000 Penalty: 3124.442627
	Iteration 63F: 3 clusters Score -1661318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 1408 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Entering Unmasked Estep 
Score: -40067100.000000 Penalty: 54073.285156
Splitting cluster 8 changes total score from -40049160.000000 to -40067100.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (11491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Entering Unmasked Estep 
Score: -1298856.625000 Penalty: 1519.264404
	Iteration 0F: 2 clusters Score -1298857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1290750.875000 Penalty: 3038.528809
	Iteration 0F: 3 clusters Score -1290751 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1293691.750000 Penalty: 3038.528809
	Iteration 1F: 3 clusters Score -1293692 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1294520.500000 Penalty: 3038.528809
	Iteration 2F: 3 clusters Score -1294520 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1295667.750000 Penalty: 3038.528809
	Iteration 3F: 3 clusters Score -1295668 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1296725.125000 Penalty: 3038.528809
	Iteration 4F: 3 clusters Score -1296725 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1297501.500000 Penalty: 3038.528809
	Iteration 5F: 3 clusters Score -1297502 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1297999.250000 Penalty: 3038.528809
	Iteration 6F: 3 clusters Score -1297999 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1298269.625000 Penalty: 3038.528809
	Iteration 7Q: 3 clusters Score -1298270 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1298423.500000 Penalty: 3038.528809
	Iteration 8Q: 3 clusters Score -1298424 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1298491.375000 Penalty: 3038.528809
	Iteration 9Q: 3 clusters Score -1298491 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1298537.875000 Penalty: 3038.528809
	Iteration 10Q: 3 clusters Score -1298538 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1298566.875000 Penalty: 3038.528809
	Iteration 11Q: 3 clusters Score -1298567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1298588.875000 Penalty: 3038.528809
	Iteration 12Q: 3 clusters Score -1298589 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1298607.750000 Penalty: 3038.528809
	Iteration 13Q: 3 clusters Score -1298608 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1298612.500000 Penalty: 3038.528809
	Iteration 14Q: 3 clusters Score -1298612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1298626.250000 Penalty: 3038.528809
	Iteration 15Q: 3 clusters Score -1298626 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1298635.125000 Penalty: 3038.528809
	Iteration 16Q: 3 clusters Score -1298635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1298640.875000 Penalty: 3038.528809
	Iteration 17Q: 3 clusters Score -1298641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1298649.375000 Penalty: 3038.528809
	Iteration 18Q: 3 clusters Score -1298649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1298657.125000 Penalty: 3038.528809
	Iteration 19Q: 3 clusters Score -1298657 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1298666.000000 Penalty: 3038.528809
	Iteration 20F: 3 clusters Score -1298666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1298671.000000 Penalty: 3038.528809
	Iteration 21Q: 3 clusters Score -1298671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1298674.750000 Penalty: 3038.528809
	Iteration 22Q: 3 clusters Score -1298675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1298675.875000 Penalty: 3038.528809
	Iteration 23Q: 3 clusters Score -1298676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1298677.000000 Penalty: 3038.528809
	Iteration 24Q: 3 clusters Score -1298677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1298679.375000 Penalty: 3038.528809
	Iteration 25Q: 3 clusters Score -1298679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1298681.125000 Penalty: 3038.528809
	Iteration 26Q: 3 clusters Score -1298681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1298685.250000 Penalty: 3038.528809
	Iteration 27Q: 3 clusters Score -1298685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1298688.125000 Penalty: 3038.528809
	Iteration 28Q: 3 clusters Score -1298688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1298687.875000 Penalty: 3038.528809
	Iteration 29Q: 3 clusters Score -1298688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1298689.625000 Penalty: 3038.528809
	Iteration 30Q: 3 clusters Score -1298690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1298689.625000 Penalty: 3038.528809
	Iteration 31F: 3 clusters Score -1298690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -107645.898438 Penalty: 1178.112915
	Iteration 0F: 2 clusters Score -107645.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -106126.039062 Penalty: 2356.225830
	Iteration 0F: 3 clusters Score -106126 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -107495.390625 Penalty: 2356.225830
	Iteration 1F: 3 clusters Score -107495.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -108610.390625 Penalty: 2356.225830
	Iteration 2F: 3 clusters Score -108610.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -109211.789062 Penalty: 2356.225830
	Iteration 3F: 3 clusters Score -109211.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -109421.296875 Penalty: 2356.225830
	Iteration 4Q: 3 clusters Score -109421.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -109516.796875 Penalty: 2356.225830
	Iteration 5Q: 3 clusters Score -109516.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -109540.617188 Penalty: 2356.225830
	Iteration 6Q: 3 clusters Score -109540.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -109547.601562 Penalty: 2356.225830
	Iteration 7Q: 3 clusters Score -109547.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -109550.085938 Penalty: 2356.225830
	Iteration 8Q: 3 clusters Score -109550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -109551.359375 Penalty: 2356.225830
	Iteration 9Q: 3 clusters Score -109551.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -109553.234375 Penalty: 2356.225830
	Iteration 10Q: 3 clusters Score -109553.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -109554.554688 Penalty: 2356.225830
	Iteration 11Q: 3 clusters Score -109554.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -109555.054688 Penalty: 2356.225830
	Iteration 12Q: 3 clusters Score -109555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -109555.539062 Penalty: 2356.225830
	Iteration 13Q: 3 clusters Score -109555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -109556.476562 Penalty: 2356.225830
	Iteration 14F: 3 clusters Score -109556.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -109565.617188 Penalty: 2356.225830
	Iteration 15Q: 3 clusters Score -109565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -109567.992188 Penalty: 2356.225830
	Iteration 16Q: 3 clusters Score -109568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -109569.429688 Penalty: 2356.225830
	Iteration 17Q: 3 clusters Score -109569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109570.195312 Penalty: 2356.225830
	Iteration 18Q: 3 clusters Score -109570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -109570.195312 Penalty: 2356.225830
	Iteration 19F: 3 clusters Score -109570.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 17070 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Entering Unmasked Estep 
Score: -40068024.000000 Penalty: 56153.027344
Splitting cluster 10 changes total score from -40049160.000000 to -40068024.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 11 (17070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Entering Unmasked Estep 
Score: -1943343.250000 Penalty: 1583.575195
	Iteration 0F: 2 clusters Score -1943343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1931606.250000 Penalty: 3167.150391
	Iteration 0F: 3 clusters Score -1931606 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1936166.375000 Penalty: 3167.150391
	Iteration 1F: 3 clusters Score -1936166 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1936832.875000 Penalty: 3167.150391
	Iteration 2F: 3 clusters Score -1936833 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1937760.625000 Penalty: 3167.150391
	Iteration 3F: 3 clusters Score -1937761 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1938792.500000 Penalty: 3167.150391
	Iteration 4F: 3 clusters Score -1938792 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1939663.625000 Penalty: 3167.150391
	Iteration 5F: 3 clusters Score -1939664 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1940253.375000 Penalty: 3167.150391
	Iteration 6F: 3 clusters Score -1940253 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1940670.000000 Penalty: 3167.150391
	Iteration 7Q: 3 clusters Score -1940670 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1941015.375000 Penalty: 3167.150391
	Iteration 8Q: 3 clusters Score -1941015 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1941241.875000 Penalty: 3167.150391
	Iteration 9Q: 3 clusters Score -1941242 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1941419.500000 Penalty: 3167.150391
	Iteration 10Q: 3 clusters Score -1941420 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1941579.250000 Penalty: 3167.150391
	Iteration 11Q: 3 clusters Score -1941579 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1941691.000000 Penalty: 3167.150391
	Iteration 12Q: 3 clusters Score -1941691 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1941758.750000 Penalty: 3167.150391
	Iteration 13Q: 3 clusters Score -1941759 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1941814.375000 Penalty: 3167.150391
	Iteration 14Q: 3 clusters Score -1941814 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1941844.875000 Penalty: 3167.150391
	Iteration 15Q: 3 clusters Score -1941845 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1941874.375000 Penalty: 3167.150391
	Iteration 16Q: 3 clusters Score -1941874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1941917.000000 Penalty: 3167.150391
	Iteration 17Q: 3 clusters Score -1941917 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1941946.375000 Penalty: 3167.150391
	Iteration 18Q: 3 clusters Score -1941946 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1941994.750000 Penalty: 3167.150391
	Iteration 19Q: 3 clusters Score -1941995 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1942046.625000 Penalty: 3167.150391
	Iteration 20F: 3 clusters Score -1942047 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1942111.375000 Penalty: 3167.150391
	Iteration 21Q: 3 clusters Score -1942111 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1942194.625000 Penalty: 3167.150391
	Iteration 22Q: 3 clusters Score -1942195 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1942307.750000 Penalty: 3167.150391
	Iteration 23Q: 3 clusters Score -1942308 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1942435.750000 Penalty: 3167.150391
	Iteration 24Q: 3 clusters Score -1942436 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1942617.125000 Penalty: 3167.150391
	Iteration 25Q: 3 clusters Score -1942617 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1942804.375000 Penalty: 3167.150391
	Iteration 26Q: 3 clusters Score -1942804 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1943076.500000 Penalty: 3167.150391
	Iteration 27Q: 3 clusters Score -1943076 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1943425.500000 Penalty: 3167.150391
	Iteration 28Q: 3 clusters Score -1943426 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1943751.625000 Penalty: 3167.150391
	Iteration 29Q: 3 clusters Score -1943752 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1943996.000000 Penalty: 3167.150391
	Iteration 30Q: 3 clusters Score -1943996 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -1944096.125000 Penalty: 3167.150391
	Iteration 31Q: 3 clusters Score -1944096 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1944125.625000 Penalty: 3167.150391
	Iteration 32Q: 3 clusters Score -1944126 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1944137.375000 Penalty: 3167.150391
	Iteration 33Q: 3 clusters Score -1944137 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1944154.125000 Penalty: 3167.150391
	Iteration 34Q: 3 clusters Score -1944154 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1944158.000000 Penalty: 3167.150391
	Iteration 35Q: 3 clusters Score -1944158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1944162.875000 Penalty: 3167.150391
	Iteration 36Q: 3 clusters Score -1944163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -1944162.125000 Penalty: 3167.150391
	Iteration 37Q: 3 clusters Score -1944162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1944161.000000 Penalty: 3167.150391
	Iteration 38Q: 3 clusters Score -1944161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1944159.500000 Penalty: 3167.150391
	Iteration 39Q: 3 clusters Score -1944160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1944163.500000 Penalty: 3167.150391
	Iteration 40F: 3 clusters Score -1944164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1944161.875000 Penalty: 3167.150391
	Iteration 41Q: 3 clusters Score -1944162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1944163.375000 Penalty: 3167.150391
	Iteration 42Q: 3 clusters Score -1944163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -1944164.500000 Penalty: 3167.150391
	Iteration 43Q: 3 clusters Score -1944164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1944166.125000 Penalty: 3167.150391
	Iteration 44Q: 3 clusters Score -1944166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1944169.250000 Penalty: 3167.150391
	Iteration 45Q: 3 clusters Score -1944169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1944169.250000 Penalty: 3167.150391
	Iteration 46F: 3 clusters Score -1944169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 2283 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Entering Unmasked Estep 
Score: -40068164.000000 Penalty: 58232.765625
Splitting cluster 11 changes total score from -40049160.000000 to -40068164.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 12 (2283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Entering Unmasked Estep 
Score: -247224.218750 Penalty: 1256.652466
	Iteration 0F: 2 clusters Score -247224.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -244949.234375 Penalty: 2513.304932
	Iteration 0F: 3 clusters Score -244949.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -245521.062500 Penalty: 2513.304932
	Iteration 1F: 3 clusters Score -245521.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -245822.031250 Penalty: 2513.304932
	Iteration 2F: 3 clusters Score -245822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -246152.156250 Penalty: 2513.304932
	Iteration 3F: 3 clusters Score -246152.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -246521.609375 Penalty: 2513.304932
	Iteration 4F: 3 clusters Score -246521.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -246917.953125 Penalty: 2513.304932
	Iteration 5F: 3 clusters Score -246918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -247355.250000 Penalty: 2513.304932
	Iteration 6F: 3 clusters Score -247355.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -247657.515625 Penalty: 2513.304932
	Iteration 7F: 3 clusters Score -247657.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -247820.031250 Penalty: 2513.304932
	Iteration 8Q: 3 clusters Score -247820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -247960.546875 Penalty: 2513.304932
	Iteration 9Q: 3 clusters Score -247960.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -248141.187500 Penalty: 2513.304932
	Iteration 10Q: 3 clusters Score -248141.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -248316.578125 Penalty: 2513.304932
	Iteration 11Q: 3 clusters Score -248316.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -248369.843750 Penalty: 2513.304932
	Iteration 12Q: 3 clusters Score -248369.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -248381.250000 Penalty: 2513.304932
	Iteration 13Q: 3 clusters Score -248381.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -248385.953125 Penalty: 2513.304932
	Iteration 14Q: 3 clusters Score -248386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -248389.437500 Penalty: 2513.304932
	Iteration 15Q: 3 clusters Score -248389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -248390.718750 Penalty: 2513.304932
	Iteration 16Q: 3 clusters Score -248390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -248390.718750 Penalty: 2513.304932
	Iteration 17F: 3 clusters Score -248390.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 4629 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Mstep: Class 29 contains 1505 members 
Entering Unmasked Estep 
Score: -40068448.000000 Penalty: 60312.507812
Splitting cluster 12 changes total score from -40049160.000000 to -40068448.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -506022.343750 Penalty: 1371.515625
	Iteration 0F: 2 clusters Score -506022.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -502327.968750 Penalty: 2743.031250
	Iteration 0F: 3 clusters Score -502328 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -503433.062500 Penalty: 2743.031250
	Iteration 1F: 3 clusters Score -503433.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -503723.625000 Penalty: 2743.031250
	Iteration 2F: 3 clusters Score -503723.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -503983.718750 Penalty: 2743.031250
	Iteration 3F: 3 clusters Score -503983.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -504340.156250 Penalty: 2743.031250
	Iteration 4F: 3 clusters Score -504340.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -504756.187500 Penalty: 2743.031250
	Iteration 5F: 3 clusters Score -504756.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -505131.937500 Penalty: 2743.031250
	Iteration 6F: 3 clusters Score -505131.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -505421.656250 Penalty: 2743.031250
	Iteration 7F: 3 clusters Score -505421.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -505663.875000 Penalty: 2743.031250
	Iteration 8Q: 3 clusters Score -505663.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -505875.781250 Penalty: 2743.031250
	Iteration 9Q: 3 clusters Score -505875.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -506093.750000 Penalty: 2743.031250
	Iteration 10Q: 3 clusters Score -506093.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -506250.500000 Penalty: 2743.031250
	Iteration 11Q: 3 clusters Score -506250.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -506391.593750 Penalty: 2743.031250
	Iteration 12Q: 3 clusters Score -506391.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -506533.031250 Penalty: 2743.031250
	Iteration 13Q: 3 clusters Score -506533 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -506620.031250 Penalty: 2743.031250
	Iteration 14Q: 3 clusters Score -506620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -506665.531250 Penalty: 2743.031250
	Iteration 15Q: 3 clusters Score -506665.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -506697.531250 Penalty: 2743.031250
	Iteration 16Q: 3 clusters Score -506697.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -506724.906250 Penalty: 2743.031250
	Iteration 17Q: 3 clusters Score -506724.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -506747.625000 Penalty: 2743.031250
	Iteration 18Q: 3 clusters Score -506747.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -506777.406250 Penalty: 2743.031250
	Iteration 19Q: 3 clusters Score -506777.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -506810.437500 Penalty: 2743.031250
	Iteration 20F: 3 clusters Score -506810.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -506825.687500 Penalty: 2743.031250
	Iteration 21Q: 3 clusters Score -506825.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -506833.093750 Penalty: 2743.031250
	Iteration 22Q: 3 clusters Score -506833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -506837.375000 Penalty: 2743.031250
	Iteration 23Q: 3 clusters Score -506837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -506838.468750 Penalty: 2743.031250
	Iteration 24Q: 3 clusters Score -506838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -506838.468750 Penalty: 2743.031250
	Iteration 25F: 3 clusters Score -506838.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 30304 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 2543 members 
Entering Unmasked Estep 
Score: -40068612.000000 Penalty: 62392.250000
Splitting cluster 13 changes total score from -40049160.000000 to -40068612.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (30304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Entering Unmasked Estep 
Score: -3479555.750000 Penalty: 1676.843140
	Iteration 0F: 2 clusters Score -3479556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -3459224.500000 Penalty: 3353.686279
	Iteration 0F: 3 clusters Score -3459224 nChanged 13955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -3467202.750000 Penalty: 3353.686279
	Iteration 1F: 3 clusters Score -3467203 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3467898.250000 Penalty: 3353.686279
	Iteration 2F: 3 clusters Score -3467898 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3468821.500000 Penalty: 3353.686279
	Iteration 3F: 3 clusters Score -3468822 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -3470015.750000 Penalty: 3353.686279
	Iteration 4F: 3 clusters Score -3470016 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -3471493.000000 Penalty: 3353.686279
	Iteration 5F: 3 clusters Score -3471493 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3473199.250000 Penalty: 3353.686279
	Iteration 6F: 3 clusters Score -3473199 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3475026.000000 Penalty: 3353.686279
	Iteration 7F: 3 clusters Score -3475026 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -3476911.000000 Penalty: 3353.686279
	Iteration 8F: 3 clusters Score -3476911 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3478843.750000 Penalty: 3353.686279
	Iteration 9F: 3 clusters Score -3478844 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3480554.000000 Penalty: 3353.686279
	Iteration 10F: 3 clusters Score -3480554 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -3481457.250000 Penalty: 3353.686279
	Iteration 11Q: 3 clusters Score -3481457 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -3481742.250000 Penalty: 3353.686279
	Iteration 12Q: 3 clusters Score -3481742 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 19207 members 
Entering Unmasked Estep 
Score: -3481828.250000 Penalty: 3353.686279
	Iteration 13Q: 3 clusters Score -3481828 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -3481879.000000 Penalty: 3353.686279
	Iteration 14Q: 3 clusters Score -3481879 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3481918.250000 Penalty: 3353.686279
	Iteration 15Q: 3 clusters Score -3481918 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -3481946.250000 Penalty: 3353.686279
	Iteration 16Q: 3 clusters Score -3481946 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3481988.250000 Penalty: 3353.686279
	Iteration 17Q: 3 clusters Score -3481988 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -3482029.750000 Penalty: 3353.686279
	Iteration 18Q: 3 clusters Score -3482030 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -3482116.250000 Penalty: 3353.686279
	Iteration 19Q: 3 clusters Score -3482116 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3482219.000000 Penalty: 3353.686279
	Iteration 20F: 3 clusters Score -3482219 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -3482345.500000 Penalty: 3353.686279
	Iteration 21Q: 3 clusters Score -3482346 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -3482433.750000 Penalty: 3353.686279
	Iteration 22Q: 3 clusters Score -3482434 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -3482498.250000 Penalty: 3353.686279
	Iteration 23Q: 3 clusters Score -3482498 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -3482545.750000 Penalty: 3353.686279
	Iteration 24Q: 3 clusters Score -3482546 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -3482578.750000 Penalty: 3353.686279
	Iteration 25Q: 3 clusters Score -3482579 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -3482591.750000 Penalty: 3353.686279
	Iteration 26Q: 3 clusters Score -3482592 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -3482587.500000 Penalty: 3353.686279
	Iteration 27Q: 3 clusters Score -3482588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -3482598.750000 Penalty: 3353.686279
	Iteration 28Q: 3 clusters Score -3482599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3482602.250000 Penalty: 3353.686279
	Iteration 29Q: 3 clusters Score -3482602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3482603.500000 Penalty: 3353.686279
	Iteration 30Q: 3 clusters Score -3482604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -3482612.000000 Penalty: 3353.686279
	Iteration 31Q: 3 clusters Score -3482612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -3482607.750000 Penalty: 3353.686279
	Iteration 32Q: 3 clusters Score -3482608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3482609.500000 Penalty: 3353.686279
	Iteration 33Q: 3 clusters Score -3482610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -3482607.500000 Penalty: 3353.686279
	Iteration 34Q: 3 clusters Score -3482608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -3482608.500000 Penalty: 3353.686279
	Iteration 35Q: 3 clusters Score -3482608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3482610.500000 Penalty: 3353.686279
	Iteration 36Q: 3 clusters Score -3482610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3482615.250000 Penalty: 3353.686279
	Iteration 37Q: 3 clusters Score -3482615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3482618.000000 Penalty: 3353.686279
	Iteration 38Q: 3 clusters Score -3482618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -3482618.000000 Penalty: 3353.686279
	Iteration 39F: 3 clusters Score -3482618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 20877 members 
Entering Unmasked Estep 
Score: -40071232.000000 Penalty: 64471.992188
Splitting cluster 14 changes total score from -40049160.000000 to -40071232.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (99461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99461 members 
Entering Unmasked Estep 
Score: -11384022.000000 Penalty: 1869.972168
	Iteration 0F: 2 clusters Score -1.138402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -11317761.000000 Penalty: 3739.944336
	Iteration 0F: 3 clusters Score -1.131776e+07 nChanged 47537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -11346557.000000 Penalty: 3739.944336
	Iteration 1F: 3 clusters Score -1.134656e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 61308 members 
Entering Unmasked Estep 
Score: -11348886.000000 Penalty: 3739.944336
	Iteration 2F: 3 clusters Score -1.134889e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 67597 members 
Entering Unmasked Estep 
Score: -11353157.000000 Penalty: 3739.944336
	Iteration 3F: 3 clusters Score -1.135316e+07 nChanged 8259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 75702 members 
Entering Unmasked Estep 
Score: -11359890.000000 Penalty: 3739.944336
	Iteration 4F: 3 clusters Score -1.135989e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 84643 members 
Entering Unmasked Estep 
Score: -11368586.000000 Penalty: 3739.944336
	Iteration 5F: 3 clusters Score -1.136859e+07 nChanged 7174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -11375921.000000 Penalty: 3739.944336
	Iteration 6F: 3 clusters Score -1.137592e+07 nChanged 4070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 95777 members 
Entering Unmasked Estep 
Score: -11379987.000000 Penalty: 3739.944336
	Iteration 7Q: 3 clusters Score -1.137999e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 97543 members 
Entering Unmasked Estep 
Score: -11381823.000000 Penalty: 3739.944336
	Iteration 8Q: 3 clusters Score -1.138182e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -11382565.000000 Penalty: 3739.944336
	Iteration 9Q: 3 clusters Score -1.138256e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 98357 members 
Entering Unmasked Estep 
Score: -11382878.000000 Penalty: 3739.944336
	Iteration 10Q: 3 clusters Score -1.138288e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 98431 members 
Entering Unmasked Estep 
Score: -11383004.000000 Penalty: 3739.944336
	Iteration 11Q: 3 clusters Score -1.1383e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -11383067.000000 Penalty: 3739.944336
	Iteration 12Q: 3 clusters Score -1.138307e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 98509 members 
Entering Unmasked Estep 
Score: -11383134.000000 Penalty: 3739.944336
	Iteration 13Q: 3 clusters Score -1.138313e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 98532 members 
Entering Unmasked Estep 
Score: -11383165.000000 Penalty: 3739.944336
	Iteration 14Q: 3 clusters Score -1.138316e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 98535 members 
Entering Unmasked Estep 
Score: -11383182.000000 Penalty: 3739.944336
	Iteration 15Q: 3 clusters Score -1.138318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 98542 members 
Entering Unmasked Estep 
Score: -11383191.000000 Penalty: 3739.944336
	Iteration 16Q: 3 clusters Score -1.138319e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -11383199.000000 Penalty: 3739.944336
	Iteration 17Q: 3 clusters Score -1.13832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 98545 members 
Entering Unmasked Estep 
Score: -11383203.000000 Penalty: 3739.944336
	Iteration 18Q: 3 clusters Score -1.13832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 98550 members 
Entering Unmasked Estep 
Score: -11383202.000000 Penalty: 3739.944336
	Iteration 19Q: 3 clusters Score -1.13832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 98552 members 
Entering Unmasked Estep 
Score: -11383207.000000 Penalty: 3739.944336
	Iteration 20F: 3 clusters Score -1.138321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 98544 members 
Entering Unmasked Estep 
Score: -11383220.000000 Penalty: 3739.944336
	Iteration 21Q: 3 clusters Score -1.138322e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 98543 members 
Entering Unmasked Estep 
Score: -11383221.000000 Penalty: 3739.944336
	Iteration 22Q: 3 clusters Score -1.138322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 98541 members 
Entering Unmasked Estep 
Score: -11383227.000000 Penalty: 3739.944336
	Iteration 23Q: 3 clusters Score -1.138323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 98537 members 
Entering Unmasked Estep 
Score: -11383230.000000 Penalty: 3739.944336
	Iteration 24Q: 3 clusters Score -1.138323e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 98533 members 
Entering Unmasked Estep 
Score: -11383241.000000 Penalty: 3739.944336
	Iteration 25Q: 3 clusters Score -1.138324e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -11383249.000000 Penalty: 3739.944336
	Iteration 26Q: 3 clusters Score -1.138325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -11383246.000000 Penalty: 3739.944336
	Iteration 27Q: 3 clusters Score -1.138325e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 98522 members 
Entering Unmasked Estep 
Score: -11383270.000000 Penalty: 3739.944336
	Iteration 28Q: 3 clusters Score -1.138327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -11383272.000000 Penalty: 3739.944336
	Iteration 29Q: 3 clusters Score -1.138327e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -11383273.000000 Penalty: 3739.944336
	Iteration 30Q: 3 clusters Score -1.138327e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 98510 members 
Entering Unmasked Estep 
Score: -11383288.000000 Penalty: 3739.944336
	Iteration 31Q: 3 clusters Score -1.138329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 98520 members 
Entering Unmasked Estep 
Score: -11383311.000000 Penalty: 3739.944336
	Iteration 32Q: 3 clusters Score -1.138331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -11383306.000000 Penalty: 3739.944336
	Iteration 33Q: 3 clusters Score -1.138331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -11383314.000000 Penalty: 3739.944336
	Iteration 34Q: 3 clusters Score -1.138331e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -11383301.000000 Penalty: 3739.944336
	Iteration 35Q: 3 clusters Score -1.13833e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 98515 members 
Entering Unmasked Estep 
Score: -11383297.000000 Penalty: 3739.944336
	Iteration 36Q: 3 clusters Score -1.13833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 98514 members 
Entering Unmasked Estep 
Score: -11383295.000000 Penalty: 3739.944336
	Iteration 37Q: 3 clusters Score -1.13833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 98517 members 
Entering Unmasked Estep 
Score: -11383289.000000 Penalty: 3739.944336
	Iteration 38Q: 3 clusters Score -1.138329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 98518 members 
Entering Unmasked Estep 
Score: -11383283.000000 Penalty: 3739.944336
	Iteration 39Q: 3 clusters Score -1.138328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -11383296.000000 Penalty: 3739.944336
	Iteration 40F: 3 clusters Score -1.13833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 98523 members 
Entering Unmasked Estep 
Score: -11383287.000000 Penalty: 3739.944336
	Iteration 41Q: 3 clusters Score -1.138329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 98524 members 
Entering Unmasked Estep 
Score: -11383294.000000 Penalty: 3739.944336
	Iteration 42Q: 3 clusters Score -1.138329e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 98527 members 
Entering Unmasked Estep 
Score: -11383292.000000 Penalty: 3739.944336
	Iteration 43Q: 3 clusters Score -1.138329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 98529 members 
Entering Unmasked Estep 
Score: -11383294.000000 Penalty: 3739.944336
	Iteration 44Q: 3 clusters Score -1.138329e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 98531 members 
Entering Unmasked Estep 
Score: -11383303.000000 Penalty: 3739.944336
	Iteration 45Q: 3 clusters Score -1.13833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -11383298.000000 Penalty: 3739.944336
	Iteration 46Q: 3 clusters Score -1.13833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 98530 members 
Entering Unmasked Estep 
Score: -11383298.000000 Penalty: 3739.944336
	Iteration 47F: 3 clusters Score -1.13833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Entering Unmasked Estep 
Score: -1204583.875000 Penalty: 1503.428223
	Iteration 0F: 2 clusters Score -1204584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1197135.375000 Penalty: 3006.856445
	Iteration 0F: 3 clusters Score -1197135 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1199541.750000 Penalty: 3006.856445
	Iteration 1F: 3 clusters Score -1199542 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1199821.000000 Penalty: 3006.856445
	Iteration 2F: 3 clusters Score -1199821 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1200046.125000 Penalty: 3006.856445
	Iteration 3F: 3 clusters Score -1200046 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1200240.250000 Penalty: 3006.856445
	Iteration 4Q: 3 clusters Score -1200240 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1200437.625000 Penalty: 3006.856445
	Iteration 5Q: 3 clusters Score -1200438 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1200624.375000 Penalty: 3006.856445
	Iteration 6Q: 3 clusters Score -1200624 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1200789.625000 Penalty: 3006.856445
	Iteration 7Q: 3 clusters Score -1200790 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1200965.750000 Penalty: 3006.856445
	Iteration 8Q: 3 clusters Score -1200966 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1201100.625000 Penalty: 3006.856445
	Iteration 9Q: 3 clusters Score -1201101 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1201198.250000 Penalty: 3006.856445
	Iteration 10Q: 3 clusters Score -1201198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -1201286.500000 Penalty: 3006.856445
	Iteration 11Q: 3 clusters Score -1201286 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1201383.250000 Penalty: 3006.856445
	Iteration 12Q: 3 clusters Score -1201383 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1201489.500000 Penalty: 3006.856445
	Iteration 13Q: 3 clusters Score -1201490 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1201600.500000 Penalty: 3006.856445
	Iteration 14Q: 3 clusters Score -1201600 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1201716.000000 Penalty: 3006.856445
	Iteration 15Q: 3 clusters Score -1201716 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1201841.250000 Penalty: 3006.856445
	Iteration 16Q: 3 clusters Score -1201841 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1201991.375000 Penalty: 3006.856445
	Iteration 17Q: 3 clusters Score -1201991 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1202147.875000 Penalty: 3006.856445
	Iteration 18Q: 3 clusters Score -1202148 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1202273.000000 Penalty: 3006.856445
	Iteration 19Q: 3 clusters Score -1202273 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1202393.000000 Penalty: 3006.856445
	Iteration 20F: 3 clusters Score -1202393 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1202521.250000 Penalty: 3006.856445
	Iteration 21Q: 3 clusters Score -1202521 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1202616.500000 Penalty: 3006.856445
	Iteration 22Q: 3 clusters Score -1202616 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1202708.125000 Penalty: 3006.856445
	Iteration 23Q: 3 clusters Score -1202708 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1202788.625000 Penalty: 3006.856445
	Iteration 24Q: 3 clusters Score -1202789 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1202860.625000 Penalty: 3006.856445
	Iteration 25Q: 3 clusters Score -1202861 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1202922.125000 Penalty: 3006.856445
	Iteration 26Q: 3 clusters Score -1202922 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1202984.500000 Penalty: 3006.856445
	Iteration 27Q: 3 clusters Score -1202984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1203031.750000 Penalty: 3006.856445
	Iteration 28Q: 3 clusters Score -1203032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1203068.500000 Penalty: 3006.856445
	Iteration 29Q: 3 clusters Score -1203068 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1203104.125000 Penalty: 3006.856445
	Iteration 30Q: 3 clusters Score -1203104 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1203137.750000 Penalty: 3006.856445
	Iteration 31Q: 3 clusters Score -1203138 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1203161.500000 Penalty: 3006.856445
	Iteration 32Q: 3 clusters Score -1203162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1203182.250000 Penalty: 3006.856445
	Iteration 33Q: 3 clusters Score -1203182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1203195.875000 Penalty: 3006.856445
	Iteration 34Q: 3 clusters Score -1203196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -1203213.000000 Penalty: 3006.856445
	Iteration 35Q: 3 clusters Score -1203213 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1203234.000000 Penalty: 3006.856445
	Iteration 36Q: 3 clusters Score -1203234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1203257.375000 Penalty: 3006.856445
	Iteration 37Q: 3 clusters Score -1203257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1203289.125000 Penalty: 3006.856445
	Iteration 38Q: 3 clusters Score -1203289 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1203314.875000 Penalty: 3006.856445
	Iteration 39Q: 3 clusters Score -1203315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1203332.875000 Penalty: 3006.856445
	Iteration 40F: 3 clusters Score -1203333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1203341.625000 Penalty: 3006.856445
	Iteration 41Q: 3 clusters Score -1203342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1203353.500000 Penalty: 3006.856445
	Iteration 42Q: 3 clusters Score -1203354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1203359.375000 Penalty: 3006.856445
	Iteration 43Q: 3 clusters Score -1203359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1203365.375000 Penalty: 3006.856445
	Iteration 44Q: 3 clusters Score -1203365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1203371.125000 Penalty: 3006.856445
	Iteration 45Q: 3 clusters Score -1203371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1203377.250000 Penalty: 3006.856445
	Iteration 46Q: 3 clusters Score -1203377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1203378.500000 Penalty: 3006.856445
	Iteration 47Q: 3 clusters Score -1203378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1203378.500000 Penalty: 3006.856445
	Iteration 48F: 3 clusters Score -1203378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Entering Unmasked Estep 
Score: -1044239.562500 Penalty: 1504.747925
	Iteration 0F: 2 clusters Score -1044240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1036960.125000 Penalty: 3009.495850
	Iteration 0F: 3 clusters Score -1036960 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1041033.062500 Penalty: 3009.495850
	Iteration 1F: 3 clusters Score -1041033 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1042532.312500 Penalty: 3009.495850
	Iteration 2F: 3 clusters Score -1042532 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1043624.687500 Penalty: 3009.495850
	Iteration 3F: 3 clusters Score -1043625 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1044343.062500 Penalty: 3009.495850
	Iteration 4F: 3 clusters Score -1044343 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1044795.250000 Penalty: 3009.495850
	Iteration 5F: 3 clusters Score -1044795 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1045062.687500 Penalty: 3009.495850
	Iteration 6Q: 3 clusters Score -1045063 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1045268.625000 Penalty: 3009.495850
	Iteration 7Q: 3 clusters Score -1045269 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1045418.437500 Penalty: 3009.495850
	Iteration 8Q: 3 clusters Score -1045418 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1045547.500000 Penalty: 3009.495850
	Iteration 9Q: 3 clusters Score -1045548 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1045635.812500 Penalty: 3009.495850
	Iteration 10Q: 3 clusters Score -1045636 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -1045684.750000 Penalty: 3009.495850
	Iteration 11Q: 3 clusters Score -1045685 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1045718.625000 Penalty: 3009.495850
	Iteration 12Q: 3 clusters Score -1045719 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1045747.437500 Penalty: 3009.495850
	Iteration 13Q: 3 clusters Score -1045747 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1045769.250000 Penalty: 3009.495850
	Iteration 14Q: 3 clusters Score -1045769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1045783.125000 Penalty: 3009.495850
	Iteration 15Q: 3 clusters Score -1045783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1045796.000000 Penalty: 3009.495850
	Iteration 16Q: 3 clusters Score -1045796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1045806.000000 Penalty: 3009.495850
	Iteration 17Q: 3 clusters Score -1045806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1045814.937500 Penalty: 3009.495850
	Iteration 18Q: 3 clusters Score -1045815 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1045819.312500 Penalty: 3009.495850
	Iteration 19Q: 3 clusters Score -1045819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1045823.312500 Penalty: 3009.495850
	Iteration 20F: 3 clusters Score -1045823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1045827.500000 Penalty: 3009.495850
	Iteration 21Q: 3 clusters Score -1045828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1045829.250000 Penalty: 3009.495850
	Iteration 22Q: 3 clusters Score -1045829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1045831.750000 Penalty: 3009.495850
	Iteration 23Q: 3 clusters Score -1045832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1045831.250000 Penalty: 3009.495850
	Iteration 24Q: 3 clusters Score -1045831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1045832.500000 Penalty: 3009.495850
	Iteration 25Q: 3 clusters Score -1045832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1045835.062500 Penalty: 3009.495850
	Iteration 26Q: 3 clusters Score -1045835 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1045836.937500 Penalty: 3009.495850
	Iteration 27Q: 3 clusters Score -1045837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1045837.125000 Penalty: 3009.495850
	Iteration 28Q: 3 clusters Score -1045837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1045840.437500 Penalty: 3009.495850
	Iteration 29Q: 3 clusters Score -1045840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1045841.437500 Penalty: 3009.495850
	Iteration 30Q: 3 clusters Score -1045841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1045841.250000 Penalty: 3009.495850
	Iteration 31Q: 3 clusters Score -1045841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1045841.125000 Penalty: 3009.495850
	Iteration 32Q: 3 clusters Score -1045841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1045842.937500 Penalty: 3009.495850
	Iteration 33Q: 3 clusters Score -1045843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1045843.875000 Penalty: 3009.495850
	Iteration 34Q: 3 clusters Score -1045844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1045847.312500 Penalty: 3009.495850
	Iteration 35Q: 3 clusters Score -1045847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1045847.812500 Penalty: 3009.495850
	Iteration 36Q: 3 clusters Score -1045848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1045846.562500 Penalty: 3009.495850
	Iteration 37Q: 3 clusters Score -1045847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1045845.500000 Penalty: 3009.495850
	Iteration 38Q: 3 clusters Score -1045846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1045845.875000 Penalty: 3009.495850
	Iteration 39Q: 3 clusters Score -1045846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1045846.750000 Penalty: 3009.495850
	Iteration 40F: 3 clusters Score -1045847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1045847.875000 Penalty: 3009.495850
	Iteration 41Q: 3 clusters Score -1045848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1045847.875000 Penalty: 3009.495850
	Iteration 42F: 3 clusters Score -1045848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 20877 members 
Mstep: Class 32 contains 5732 members 
Entering Unmasked Estep 
Score: -40072404.000000 Penalty: 66551.734375
Splitting cluster 18 changes total score from -40049160.000000 to -40072404.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (50720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50720 members 
Entering Unmasked Estep 
Score: -5893768.000000 Penalty: 1760.537354
	Iteration 0F: 2 clusters Score -5893768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -5859659.000000 Penalty: 3521.074707
	Iteration 0F: 3 clusters Score -5859659 nChanged 23891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5873974.500000 Penalty: 3521.074707
	Iteration 1F: 3 clusters Score -5873974 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -5875564.000000 Penalty: 3521.074707
	Iteration 2Q: 3 clusters Score -5875564 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -5877871.500000 Penalty: 3521.074707
	Iteration 3F: 3 clusters Score -5877872 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -5880087.500000 Penalty: 3521.074707
	Iteration 4F: 3 clusters Score -5880088 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5881966.000000 Penalty: 3521.074707
	Iteration 5F: 3 clusters Score -5881966 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -5883566.000000 Penalty: 3521.074707
	Iteration 6F: 3 clusters Score -5883566 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -5884841.500000 Penalty: 3521.074707
	Iteration 7F: 3 clusters Score -5884842 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -5885743.000000 Penalty: 3521.074707
	Iteration 8Q: 3 clusters Score -5885743 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29145 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5886647.500000 Penalty: 3521.074707
	Iteration 9Q: 3 clusters Score -5886648 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -5887452.500000 Penalty: 3521.074707
	Iteration 10Q: 3 clusters Score -5887452 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5888249.000000 Penalty: 3521.074707
	Iteration 11Q: 3 clusters Score -5888249 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33699 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -5889079.000000 Penalty: 3521.074707
	Iteration 12Q: 3 clusters Score -5889079 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -5890018.000000 Penalty: 3521.074707
	Iteration 13Q: 3 clusters Score -5890018 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -5891062.500000 Penalty: 3521.074707
	Iteration 14Q: 3 clusters Score -5891062 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -5892195.500000 Penalty: 3521.074707
	Iteration 15Q: 3 clusters Score -5892196 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -5893170.000000 Penalty: 3521.074707
	Iteration 16Q: 3 clusters Score -5893170 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -5893980.000000 Penalty: 3521.074707
	Iteration 17Q: 3 clusters Score -5893980 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -5894792.500000 Penalty: 3521.074707
	Iteration 18Q: 3 clusters Score -5894792 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -5895455.000000 Penalty: 3521.074707
	Iteration 19Q: 3 clusters Score -5895455 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -5896056.000000 Penalty: 3521.074707
	Iteration 20F: 3 clusters Score -5896056 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44166 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5896724.000000 Penalty: 3521.074707
	Iteration 21Q: 3 clusters Score -5896724 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5897414.000000 Penalty: 3521.074707
	Iteration 22Q: 3 clusters Score -5897414 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -5897677.500000 Penalty: 3521.074707
	Iteration 23Q: 3 clusters Score -5897678 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5897807.000000 Penalty: 3521.074707
	Iteration 24Q: 3 clusters Score -5897807 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -5897883.500000 Penalty: 3521.074707
	Iteration 25Q: 3 clusters Score -5897884 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -5897873.000000 Penalty: 3521.074707
	Iteration 26Q: 3 clusters Score -5897873 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -5897885.000000 Penalty: 3521.074707
	Iteration 27Q: 3 clusters Score -5897885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -5897899.000000 Penalty: 3521.074707
	Iteration 28Q: 3 clusters Score -5897899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -5897905.000000 Penalty: 3521.074707
	Iteration 29Q: 3 clusters Score -5897905 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5897918.000000 Penalty: 3521.074707
	Iteration 30Q: 3 clusters Score -5897918 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5897922.000000 Penalty: 3521.074707
	Iteration 31Q: 3 clusters Score -5897922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -5897938.500000 Penalty: 3521.074707
	Iteration 32Q: 3 clusters Score -5897938 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -5897931.500000 Penalty: 3521.074707
	Iteration 33Q: 3 clusters Score -5897932 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -5897948.500000 Penalty: 3521.074707
	Iteration 34Q: 3 clusters Score -5897948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -5897955.000000 Penalty: 3521.074707
	Iteration 35Q: 3 clusters Score -5897955 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5897948.500000 Penalty: 3521.074707
	Iteration 36Q: 3 clusters Score -5897948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -5897959.000000 Penalty: 3521.074707
	Iteration 37Q: 3 clusters Score -5897959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45973 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -5897966.000000 Penalty: 3521.074707
	Iteration 38Q: 3 clusters Score -5897966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -5897977.500000 Penalty: 3521.074707
	Iteration 39Q: 3 clusters Score -5897978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5897976.500000 Penalty: 3521.074707
	Iteration 40F: 3 clusters Score -5897976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -5897970.500000 Penalty: 3521.074707
	Iteration 41Q: 3 clusters Score -5897970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -5897966.500000 Penalty: 3521.074707
	Iteration 42Q: 3 clusters Score -5897966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -5897972.000000 Penalty: 3521.074707
	Iteration 43Q: 3 clusters Score -5897972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -5897982.000000 Penalty: 3521.074707
	Iteration 44Q: 3 clusters Score -5897982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46022 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -5897976.500000 Penalty: 3521.074707
	Iteration 45Q: 3 clusters Score -5897976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5897978.000000 Penalty: 3521.074707
	Iteration 46Q: 3 clusters Score -5897978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -5897978.000000 Penalty: 3521.074707
	Iteration 47F: 3 clusters Score -5897978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 46023 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1846 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 20877 members 
Mstep: Class 32 contains 5732 members 
Mstep: Class 33 contains 4697 members 
Entering Unmasked Estep 
Score: -40076232.000000 Penalty: 68631.476562
Splitting cluster 19 changes total score from -40049160.000000 to -40076232.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (21306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Entering Unmasked Estep 
Score: -2449978.000000 Penalty: 1619.595947
	Iteration 0F: 2 clusters Score -2449978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2435513.000000 Penalty: 3239.191895
	Iteration 0F: 3 clusters Score -2435513 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2441218.000000 Penalty: 3239.191895
	Iteration 1F: 3 clusters Score -2441218 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -2442034.500000 Penalty: 3239.191895
	Iteration 2F: 3 clusters Score -2442034 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2443182.250000 Penalty: 3239.191895
	Iteration 3F: 3 clusters Score -2443182 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2444566.750000 Penalty: 3239.191895
	Iteration 4F: 3 clusters Score -2444567 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -2445833.250000 Penalty: 3239.191895
	Iteration 5F: 3 clusters Score -2445833 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -2446795.250000 Penalty: 3239.191895
	Iteration 6F: 3 clusters Score -2446795 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -2447540.500000 Penalty: 3239.191895
	Iteration 7F: 3 clusters Score -2447540 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2448142.000000 Penalty: 3239.191895
	Iteration 8Q: 3 clusters Score -2448142 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2448698.500000 Penalty: 3239.191895
	Iteration 9Q: 3 clusters Score -2448698 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2449130.250000 Penalty: 3239.191895
	Iteration 10Q: 3 clusters Score -2449130 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2449437.750000 Penalty: 3239.191895
	Iteration 11Q: 3 clusters Score -2449438 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2449609.000000 Penalty: 3239.191895
	Iteration 12Q: 3 clusters Score -2449609 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -2449705.000000 Penalty: 3239.191895
	Iteration 13Q: 3 clusters Score -2449705 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -2449767.750000 Penalty: 3239.191895
	Iteration 14Q: 3 clusters Score -2449768 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2449798.500000 Penalty: 3239.191895
	Iteration 15Q: 3 clusters Score -2449798 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
Score: -2449820.000000 Penalty: 3239.191895
	Iteration 16Q: 3 clusters Score -2449820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -2449829.250000 Penalty: 3239.191895
	Iteration 17Q: 3 clusters Score -2449829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2449833.750000 Penalty: 3239.191895
	Iteration 18Q: 3 clusters Score -2449834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2449843.000000 Penalty: 3239.191895
	Iteration 19Q: 3 clusters Score -2449843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -2449836.750000 Penalty: 3239.191895
	Iteration 20F: 3 clusters Score -2449837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -2449844.250000 Penalty: 3239.191895
	Iteration 21Q: 3 clusters Score -2449844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2449845.250000 Penalty: 3239.191895
	Iteration 22Q: 3 clusters Score -2449845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2449854.250000 Penalty: 3239.191895
	Iteration 23Q: 3 clusters Score -2449854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20064 members 
Entering Unmasked Estep 
Score: -2449853.000000 Penalty: 3239.191895
	Iteration 24Q: 3 clusters Score -2449853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2449853.250000 Penalty: 3239.191895
	Iteration 25Q: 3 clusters Score -2449853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2449857.500000 Penalty: 3239.191895
	Iteration 26Q: 3 clusters Score -2449858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2449860.750000 Penalty: 3239.191895
	Iteration 27Q: 3 clusters Score -2449861 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2449862.750000 Penalty: 3239.191895
	Iteration 28Q: 3 clusters Score -2449863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -2449863.250000 Penalty: 3239.191895
	Iteration 29Q: 3 clusters Score -2449863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2449859.750000 Penalty: 3239.191895
	Iteration 30Q: 3 clusters Score -2449860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2449857.250000 Penalty: 3239.191895
	Iteration 31Q: 3 clusters Score -2449857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -2449860.500000 Penalty: 3239.191895
	Iteration 32Q: 3 clusters Score -2449860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2449862.750000 Penalty: 3239.191895
	Iteration 33Q: 3 clusters Score -2449863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2449862.250000 Penalty: 3239.191895
	Iteration 34Q: 3 clusters Score -2449862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2449862.250000 Penalty: 3239.191895
	Iteration 35F: 3 clusters Score -2449862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Entering Unmasked Estep 
Score: -198458.015625 Penalty: 1222.126099
	Iteration 0F: 2 clusters Score -198458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -196477.921875 Penalty: 2444.252197
	Iteration 0F: 3 clusters Score -196477.9 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -197038.437500 Penalty: 2444.252197
	Iteration 1F: 3 clusters Score -197038.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -197469.015625 Penalty: 2444.252197
	Iteration 2F: 3 clusters Score -197469 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -198078.375000 Penalty: 2444.252197
	Iteration 3F: 3 clusters Score -198078.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -198674.843750 Penalty: 2444.252197
	Iteration 4F: 3 clusters Score -198674.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -198864.859375 Penalty: 2444.252197
	Iteration 5F: 3 clusters Score -198864.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -198951.734375 Penalty: 2444.252197
	Iteration 6Q: 3 clusters Score -198951.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -198973.625000 Penalty: 2444.252197
	Iteration 7Q: 3 clusters Score -198973.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -198983.265625 Penalty: 2444.252197
	Iteration 8Q: 3 clusters Score -198983.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -198986.250000 Penalty: 2444.252197
	Iteration 9Q: 3 clusters Score -198986.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -198986.484375 Penalty: 2444.252197
	Iteration 10Q: 3 clusters Score -198986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -198986.484375 Penalty: 2444.252197
	Iteration 11F: 3 clusters Score -198986.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 15 contains 9777 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 46023 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 1221 members 
Mstep: Class 23 contains 13921 members 
Mstep: Class 24 contains 340 members 
Mstep: Class 25 contains 2802 members 
Mstep: Class 26 contains 7668 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 12224 members 
Mstep: Class 29 contains 1505 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 20877 members 
Mstep: Class 32 contains 5732 members 
Mstep: Class 33 contains 4697 members 
Mstep: Class 34 contains 480 members 
Entering Unmasked Estep 
Score: -40075936.000000 Penalty: 70711.218750
Splitting cluster 21 changes total score from -40049160.000000 to -40075936.000000
So it's getting split into cluster 34.
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 2482 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 6 contains 540 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 7300 members 
Mstep: Class 9 contains 11491 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 11 contains 4846 members 
Mstep: Class 12 contains 778 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 9427 members 
Mstep: Class 16 contains 99461 members 
Mstep: Class 17 contains 10424 members 
Mstep: Class 18 contains 4777 members 
Mstep: Class 19 contains 46023 members 
Mstep: Class 20 contains 21306 members 
Mstep: Class 21 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40083172.000000 Penalty: 70711.218750
Iteration 39Q: 35 clusters Score -4.008317e+07 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 27843 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 9041 members 
Mstep: Class 5 contains 8624 members 
Mstep: Class 6 contains 562 members 
Mstep: Class 7 contains 5271 members 
Mstep: Class 8 contains 7378 members 
Mstep: Class 9 contains 11452 members 
Mstep: Class 10 contains 533 members 
Mstep: Class 11 contains 4896 members 
Mstep: Class 12 contains 879 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 9325 members 
Mstep: Class 15 contains 9873 members 
Mstep: Class 16 contains 99726 members 
Mstep: Class 17 contains 10596 members 
Mstep: Class 18 contains 5535 members 
Mstep: Class 19 contains 45849 members 
Mstep: Class 20 contains 21208 members 
Mstep: Class 21 contains 1366 members 
Mstep: Class 22 contains 1186 members 
Mstep: Class 23 contains 13513 members 
Mstep: Class 24 contains 341 members 
Mstep: Class 25 contains 2747 members 
Mstep: Class 26 contains 7587 members 
Mstep: Class 27 contains 938 members 
Mstep: Class 28 contains 12258 members 
Mstep: Class 29 contains 1485 members 
Mstep: Class 30 contains 2477 members 
Mstep: Class 31 contains 20231 members 
Mstep: Class 32 contains 5280 members 
Mstep: Class 33 contains 4648 members 
Mstep: Class 34 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40091856.000000 Penalty: 70711.218750
Iteration 40F: 35 clusters Score -4.009186e+07 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 26935 members 
Mstep: Class 3 contains 2762 members 
Mstep: Class 4 contains 9150 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 6 contains 453 members 
Mstep: Class 7 contains 5413 members 
Mstep: Class 8 contains 7221 members 
Mstep: Class 9 contains 11415 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 11 contains 4859 members 
Mstep: Class 12 contains 1017 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 9236 members 
Mstep: Class 15 contains 10012 members 
Mstep: Class 16 contains 98471 members 
Mstep: Class 17 contains 10809 members 
Mstep: Class 18 contains 5753 members 
Mstep: Class 19 contains 45448 members 
Mstep: Class 20 contains 21135 members 
Mstep: Class 21 contains 1377 members 
Mstep: Class 22 contains 1296 members 
Mstep: Class 23 contains 13467 members 
Mstep: Class 24 contains 381 members 
Mstep: Class 25 contains 2851 members 
Mstep: Class 26 contains 7808 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 12603 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2468 members 
Mstep: Class 31 contains 21436 members 
Mstep: Class 32 contains 5255 members 
Mstep: Class 33 contains 4893 members 
Mstep: Class 34 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2014.998535 but Gain 2079.742188
Score: -40095420.000000 Penalty: 68631.476562
Iteration 41Q: 34 clusters Score -4.009542e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 2806 members 
Mstep: Class 4 contains 9251 members 
Mstep: Class 5 contains 8409 members 
Mstep: Class 7 contains 5538 members 
Mstep: Class 8 contains 7125 members 
Mstep: Class 9 contains 11391 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 11 contains 4883 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 1981 members 
Mstep: Class 14 contains 9243 members 
Mstep: Class 15 contains 10130 members 
Mstep: Class 16 contains 97534 members 
Mstep: Class 17 contains 11019 members 
Mstep: Class 18 contains 5971 members 
Mstep: Class 19 contains 45181 members 
Mstep: Class 20 contains 21095 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 1407 members 
Mstep: Class 23 contains 13330 members 
Mstep: Class 24 contains 452 members 
Mstep: Class 25 contains 2930 members 
Mstep: Class 26 contains 7932 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 12841 members 
Mstep: Class 29 contains 1480 members 
Mstep: Class 30 contains 2433 members 
Mstep: Class 31 contains 22216 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 5079 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40098712.000000 Penalty: 68631.476562
Iteration 42Q: 34 clusters Score -4.009871e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 25691 members 
Mstep: Class 3 contains 2824 members 
Mstep: Class 4 contains 9304 members 
Mstep: Class 5 contains 8380 members 
Mstep: Class 7 contains 5649 members 
Mstep: Class 8 contains 7043 members 
Mstep: Class 9 contains 11330 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 4928 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 1948 members 
Mstep: Class 14 contains 9279 members 
Mstep: Class 15 contains 10246 members 
Mstep: Class 16 contains 96754 members 
Mstep: Class 17 contains 11232 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 45020 members 
Mstep: Class 20 contains 21075 members 
Mstep: Class 21 contains 1397 members 
Mstep: Class 22 contains 1492 members 
Mstep: Class 23 contains 13164 members 
Mstep: Class 24 contains 488 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 8011 members 
Mstep: Class 27 contains 1094 members 
Mstep: Class 28 contains 13051 members 
Mstep: Class 29 contains 1478 members 
Mstep: Class 30 contains 2404 members 
Mstep: Class 31 contains 22823 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 5226 members 
Mstep: Class 34 contains 531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40100136.000000 Penalty: 68631.476562
Iteration 43Q: 34 clusters Score -4.010014e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 25217 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 7 contains 5720 members 
Mstep: Class 8 contains 6997 members 
Mstep: Class 9 contains 11290 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 4959 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 9308 members 
Mstep: Class 15 contains 10342 members 
Mstep: Class 16 contains 96068 members 
Mstep: Class 17 contains 11485 members 
Mstep: Class 18 contains 6064 members 
Mstep: Class 19 contains 44890 members 
Mstep: Class 20 contains 21061 members 
Mstep: Class 21 contains 1405 members 
Mstep: Class 22 contains 1563 members 
Mstep: Class 23 contains 13004 members 
Mstep: Class 24 contains 527 members 
Mstep: Class 25 contains 3036 members 
Mstep: Class 26 contains 8072 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 13255 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2375 members 
Mstep: Class 31 contains 23367 members 
Mstep: Class 32 contains 5287 members 
Mstep: Class 33 contains 5325 members 
Mstep: Class 34 contains 526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40100728.000000 Penalty: 68631.476562
Iteration 44Q: 34 clusters Score -4.010073e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 24776 members 
Mstep: Class 3 contains 2852 members 
Mstep: Class 4 contains 9362 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 5774 members 
Mstep: Class 8 contains 6963 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 4981 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 1913 members 
Mstep: Class 14 contains 9332 members 
Mstep: Class 15 contains 10441 members 
Mstep: Class 16 contains 95533 members 
Mstep: Class 17 contains 11747 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 44791 members 
Mstep: Class 20 contains 21050 members 
Mstep: Class 21 contains 1415 members 
Mstep: Class 22 contains 1620 members 
Mstep: Class 23 contains 12833 members 
Mstep: Class 24 contains 566 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 8116 members 
Mstep: Class 27 contains 1105 members 
Mstep: Class 28 contains 13448 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 2348 members 
Mstep: Class 31 contains 23835 members 
Mstep: Class 32 contains 5304 members 
Mstep: Class 33 contains 5379 members 
Mstep: Class 34 contains 519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40101228.000000 Penalty: 68631.476562
Iteration 45Q: 34 clusters Score -4.010123e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 24402 members 
Mstep: Class 3 contains 2863 members 
Mstep: Class 4 contains 9380 members 
Mstep: Class 5 contains 8300 members 
Mstep: Class 7 contains 5812 members 
Mstep: Class 8 contains 6938 members 
Mstep: Class 9 contains 11184 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 4999 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 95076 members 
Mstep: Class 17 contains 12031 members 
Mstep: Class 18 contains 6101 members 
Mstep: Class 19 contains 44724 members 
Mstep: Class 20 contains 21048 members 
Mstep: Class 21 contains 1421 members 
Mstep: Class 22 contains 1661 members 
Mstep: Class 23 contains 12656 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 8150 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 13633 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2322 members 
Mstep: Class 31 contains 24236 members 
Mstep: Class 32 contains 5321 members 
Mstep: Class 33 contains 5424 members 
Mstep: Class 34 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40101580.000000 Penalty: 68631.476562
Iteration 46Q: 34 clusters Score -4.010158e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 24005 members 
Mstep: Class 3 contains 2871 members 
Mstep: Class 4 contains 9383 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 7 contains 5848 members 
Mstep: Class 8 contains 6924 members 
Mstep: Class 9 contains 11135 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5013 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 1894 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 10548 members 
Mstep: Class 16 contains 94687 members 
Mstep: Class 17 contains 12351 members 
Mstep: Class 18 contains 6121 members 
Mstep: Class 19 contains 44658 members 
Mstep: Class 20 contains 21047 members 
Mstep: Class 21 contains 1424 members 
Mstep: Class 22 contains 1690 members 
Mstep: Class 23 contains 12484 members 
Mstep: Class 24 contains 604 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 8167 members 
Mstep: Class 27 contains 1114 members 
Mstep: Class 28 contains 13817 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2307 members 
Mstep: Class 31 contains 24557 members 
Mstep: Class 32 contains 5339 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40102132.000000 Penalty: 68631.476562
Iteration 47Q: 34 clusters Score -4.010213e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 23551 members 
Mstep: Class 3 contains 2881 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 7 contains 5879 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 11084 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5022 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 1890 members 
Mstep: Class 14 contains 9361 members 
Mstep: Class 15 contains 10594 members 
Mstep: Class 16 contains 94326 members 
Mstep: Class 17 contains 12737 members 
Mstep: Class 18 contains 6148 members 
Mstep: Class 19 contains 44606 members 
Mstep: Class 20 contains 21044 members 
Mstep: Class 21 contains 1425 members 
Mstep: Class 22 contains 1709 members 
Mstep: Class 23 contains 12325 members 
Mstep: Class 24 contains 620 members 
Mstep: Class 25 contains 3070 members 
Mstep: Class 26 contains 8165 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 14002 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2296 members 
Mstep: Class 31 contains 24810 members 
Mstep: Class 32 contains 5352 members 
Mstep: Class 33 contains 5512 members 
Mstep: Class 34 contains 530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40102712.000000 Penalty: 68631.476562
Iteration 48Q: 34 clusters Score -4.010271e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 23047 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 9360 members 
Mstep: Class 5 contains 8388 members 
Mstep: Class 7 contains 5910 members 
Mstep: Class 8 contains 6920 members 
Mstep: Class 9 contains 11043 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5034 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1885 members 
Mstep: Class 14 contains 9371 members 
Mstep: Class 15 contains 10627 members 
Mstep: Class 16 contains 94005 members 
Mstep: Class 17 contains 13170 members 
Mstep: Class 18 contains 6170 members 
Mstep: Class 19 contains 44551 members 
Mstep: Class 20 contains 21040 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 1728 members 
Mstep: Class 23 contains 12183 members 
Mstep: Class 24 contains 640 members 
Mstep: Class 25 contains 3071 members 
Mstep: Class 26 contains 8163 members 
Mstep: Class 27 contains 1111 members 
Mstep: Class 28 contains 14176 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2287 members 
Mstep: Class 31 contains 25042 members 
Mstep: Class 32 contains 5363 members 
Mstep: Class 33 contains 5561 members 
Mstep: Class 34 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40103464.000000 Penalty: 68631.476562
Iteration 49Q: 34 clusters Score -4.010346e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 22535 members 
Mstep: Class 3 contains 2895 members 
Mstep: Class 4 contains 9338 members 
Mstep: Class 5 contains 8441 members 
Mstep: Class 7 contains 5956 members 
Mstep: Class 8 contains 6923 members 
Mstep: Class 9 contains 11003 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5045 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1884 members 
Mstep: Class 14 contains 9381 members 
Mstep: Class 15 contains 10657 members 
Mstep: Class 16 contains 93725 members 
Mstep: Class 17 contains 13609 members 
Mstep: Class 18 contains 6207 members 
Mstep: Class 19 contains 44503 members 
Mstep: Class 20 contains 21033 members 
Mstep: Class 21 contains 1426 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 12055 members 
Mstep: Class 24 contains 654 members 
Mstep: Class 25 contains 3069 members 
Mstep: Class 26 contains 8154 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 14343 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2269 members 
Mstep: Class 31 contains 25208 members 
Mstep: Class 32 contains 5368 members 
Mstep: Class 33 contains 5609 members 
Mstep: Class 34 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40104288.000000 Penalty: 68631.476562
Iteration 50Q: 34 clusters Score -4.010429e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 22046 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 9325 members 
Mstep: Class 5 contains 8478 members 
Mstep: Class 7 contains 6017 members 
Mstep: Class 8 contains 6928 members 
Mstep: Class 9 contains 10968 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5059 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1879 members 
Mstep: Class 14 contains 9387 members 
Mstep: Class 15 contains 10688 members 
Mstep: Class 16 contains 93451 members 
Mstep: Class 17 contains 14036 members 
Mstep: Class 18 contains 6252 members 
Mstep: Class 19 contains 44467 members 
Mstep: Class 20 contains 21030 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1766 members 
Mstep: Class 23 contains 11930 members 
Mstep: Class 24 contains 668 members 
Mstep: Class 25 contains 3068 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 1110 members 
Mstep: Class 28 contains 14491 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2261 members 
Mstep: Class 31 contains 25363 members 
Mstep: Class 32 contains 5371 members 
Mstep: Class 33 contains 5644 members 
Mstep: Class 34 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40104940.000000 Penalty: 68631.476562
Iteration 51Q: 34 clusters Score -4.010494e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21618 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 9314 members 
Mstep: Class 5 contains 8505 members 
Mstep: Class 7 contains 6089 members 
Mstep: Class 8 contains 6930 members 
Mstep: Class 9 contains 10936 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5069 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1871 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 10714 members 
Mstep: Class 16 contains 93198 members 
Mstep: Class 17 contains 14421 members 
Mstep: Class 18 contains 6293 members 
Mstep: Class 19 contains 44429 members 
Mstep: Class 20 contains 21030 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1775 members 
Mstep: Class 23 contains 11803 members 
Mstep: Class 24 contains 680 members 
Mstep: Class 25 contains 3063 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 14651 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2258 members 
Mstep: Class 31 contains 25484 members 
Mstep: Class 32 contains 5374 members 
Mstep: Class 33 contains 5672 members 
Mstep: Class 34 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40105440.000000 Penalty: 68631.476562
Iteration 52Q: 34 clusters Score -4.010544e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 21277 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 9289 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 7 contains 6165 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 10910 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5081 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 9398 members 
Mstep: Class 15 contains 10725 members 
Mstep: Class 16 contains 92959 members 
Mstep: Class 17 contains 14779 members 
Mstep: Class 18 contains 6324 members 
Mstep: Class 19 contains 44402 members 
Mstep: Class 20 contains 21021 members 
Mstep: Class 21 contains 1427 members 
Mstep: Class 22 contains 1787 members 
Mstep: Class 23 contains 11690 members 
Mstep: Class 24 contains 688 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 8119 members 
Mstep: Class 27 contains 1103 members 
Mstep: Class 28 contains 14795 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2254 members 
Mstep: Class 31 contains 25588 members 
Mstep: Class 32 contains 5379 members 
Mstep: Class 33 contains 5697 members 
Mstep: Class 34 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40105920.000000 Penalty: 68631.476562
Iteration 53Q: 34 clusters Score -4.010592e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 21030 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 8493 members 
Mstep: Class 7 contains 6234 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 10877 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5090 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 1864 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 10735 members 
Mstep: Class 16 contains 92738 members 
Mstep: Class 17 contains 15053 members 
Mstep: Class 18 contains 6324 members 
Mstep: Class 19 contains 44382 members 
Mstep: Class 20 contains 21016 members 
Mstep: Class 21 contains 1429 members 
Mstep: Class 22 contains 1792 members 
Mstep: Class 23 contains 11575 members 
Mstep: Class 24 contains 692 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 8109 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 14946 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2254 members 
Mstep: Class 31 contains 25694 members 
Mstep: Class 32 contains 5390 members 
Mstep: Class 33 contains 5720 members 
Mstep: Class 34 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40106196.000000 Penalty: 68631.476562
Iteration 54Q: 34 clusters Score -4.01062e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20846 members 
Mstep: Class 3 contains 2955 members 
Mstep: Class 4 contains 9224 members 
Mstep: Class 5 contains 8488 members 
Mstep: Class 7 contains 6284 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 10839 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5100 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 1861 members 
Mstep: Class 14 contains 9399 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 92573 members 
Mstep: Class 17 contains 15266 members 
Mstep: Class 18 contains 6319 members 
Mstep: Class 19 contains 44355 members 
Mstep: Class 20 contains 20999 members 
Mstep: Class 21 contains 1431 members 
Mstep: Class 22 contains 1796 members 
Mstep: Class 23 contains 11484 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 3040 members 
Mstep: Class 26 contains 8116 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 15086 members 
Mstep: Class 29 contains 1473 members 
Mstep: Class 30 contains 2254 members 
Mstep: Class 31 contains 25790 members 
Mstep: Class 32 contains 5389 members 
Mstep: Class 33 contains 5747 members 
Mstep: Class 34 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40106448.000000 Penalty: 68631.476562
Iteration 55Q: 34 clusters Score -4.010645e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20709 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 9193 members 
Mstep: Class 5 contains 8478 members 
Mstep: Class 7 contains 6318 members 
Mstep: Class 8 contains 6962 members 
Mstep: Class 9 contains 10806 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5108 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 10743 members 
Mstep: Class 16 contains 92434 members 
Mstep: Class 17 contains 15430 members 
Mstep: Class 18 contains 6306 members 
Mstep: Class 19 contains 44318 members 
Mstep: Class 20 contains 20988 members 
Mstep: Class 21 contains 1434 members 
Mstep: Class 22 contains 1800 members 
Mstep: Class 23 contains 11389 members 
Mstep: Class 24 contains 701 members 
Mstep: Class 25 contains 3034 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 15261 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 2254 members 
Mstep: Class 31 contains 25863 members 
Mstep: Class 32 contains 5398 members 
Mstep: Class 33 contains 5768 members 
Mstep: Class 34 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40106600.000000 Penalty: 68631.476562
Iteration 56Q: 34 clusters Score -4.01066e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20627 members 
Mstep: Class 3 contains 2969 members 
Mstep: Class 4 contains 9161 members 
Mstep: Class 5 contains 8468 members 
Mstep: Class 7 contains 6352 members 
Mstep: Class 8 contains 6963 members 
Mstep: Class 9 contains 10787 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5113 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 92310 members 
Mstep: Class 17 contains 15537 members 
Mstep: Class 18 contains 6304 members 
Mstep: Class 19 contains 44290 members 
Mstep: Class 20 contains 20979 members 
Mstep: Class 21 contains 1436 members 
Mstep: Class 22 contains 1803 members 
Mstep: Class 23 contains 11300 members 
Mstep: Class 24 contains 702 members 
Mstep: Class 25 contains 3029 members 
Mstep: Class 26 contains 8114 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 15406 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 2252 members 
Mstep: Class 31 contains 25926 members 
Mstep: Class 32 contains 5402 members 
Mstep: Class 33 contains 5798 members 
Mstep: Class 34 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40106728.000000 Penalty: 68631.476562
Iteration 57Q: 34 clusters Score -4.010673e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 20547 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 9133 members 
Mstep: Class 5 contains 8461 members 
Mstep: Class 7 contains 6383 members 
Mstep: Class 8 contains 6957 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 9413 members 
Mstep: Class 15 contains 10748 members 
Mstep: Class 16 contains 92190 members 
Mstep: Class 17 contains 15625 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 44270 members 
Mstep: Class 20 contains 20972 members 
Mstep: Class 21 contains 1438 members 
Mstep: Class 22 contains 1804 members 
Mstep: Class 23 contains 11237 members 
Mstep: Class 24 contains 704 members 
Mstep: Class 25 contains 3023 members 
Mstep: Class 26 contains 8117 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 15534 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 2251 members 
Mstep: Class 31 contains 25972 members 
Mstep: Class 32 contains 5407 members 
Mstep: Class 33 contains 5816 members 
Mstep: Class 34 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40106660.000000 Penalty: 68631.476562
Iteration 58Q: 34 clusters Score -4.010666e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 20509 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 9107 members 
Mstep: Class 5 contains 8456 members 
Mstep: Class 7 contains 6399 members 
Mstep: Class 8 contains 6951 members 
Mstep: Class 9 contains 10751 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 10739 members 
Mstep: Class 16 contains 92111 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 6314 members 
Mstep: Class 19 contains 44249 members 
Mstep: Class 20 contains 20967 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 1804 members 
Mstep: Class 23 contains 11167 members 
Mstep: Class 24 contains 709 members 
Mstep: Class 25 contains 3020 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 1101 members 
Mstep: Class 28 contains 15653 members 
Mstep: Class 29 contains 1472 members 
Mstep: Class 30 contains 2251 members 
Mstep: Class 31 contains 26001 members 
Mstep: Class 32 contains 5420 members 
Mstep: Class 33 contains 5837 members 
Mstep: Class 34 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40106876.000000 Penalty: 68631.476562
Iteration 59Q: 34 clusters Score -4.010688e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 20480 members 
Mstep: Class 3 contains 2986 members 
Mstep: Class 4 contains 9074 members 
Mstep: Class 5 contains 8457 members 
Mstep: Class 7 contains 6415 members 
Mstep: Class 8 contains 6945 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 1859 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 92019 members 
Mstep: Class 17 contains 15735 members 
Mstep: Class 18 contains 6308 members 
Mstep: Class 19 contains 44229 members 
Mstep: Class 20 contains 20964 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 1805 members 
Mstep: Class 23 contains 11095 members 
Mstep: Class 24 contains 711 members 
Mstep: Class 25 contains 3018 members 
Mstep: Class 26 contains 8120 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 15780 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 2251 members 
Mstep: Class 31 contains 26036 members 
Mstep: Class 32 contains 5439 members 
Mstep: Class 33 contains 5849 members 
Mstep: Class 34 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107052.000000 Penalty: 68631.476562
Iteration 60F: 34 clusters Score -4.010705e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20431 members 
Mstep: Class 3 contains 2992 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 8453 members 
Mstep: Class 7 contains 6424 members 
Mstep: Class 8 contains 6936 members 
Mstep: Class 9 contains 10728 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 1846 members 
Mstep: Class 14 contains 9415 members 
Mstep: Class 15 contains 10745 members 
Mstep: Class 16 contains 91938 members 
Mstep: Class 17 contains 15790 members 
Mstep: Class 18 contains 6289 members 
Mstep: Class 19 contains 44205 members 
Mstep: Class 20 contains 20963 members 
Mstep: Class 21 contains 1439 members 
Mstep: Class 22 contains 1827 members 
Mstep: Class 23 contains 11010 members 
Mstep: Class 24 contains 734 members 
Mstep: Class 25 contains 3026 members 
Mstep: Class 26 contains 8118 members 
Mstep: Class 27 contains 1079 members 
Mstep: Class 28 contains 15927 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 2235 members 
Mstep: Class 31 contains 26080 members 
Mstep: Class 32 contains 5449 members 
Mstep: Class 33 contains 5859 members 
Mstep: Class 34 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107516.000000 Penalty: 68631.476562
Iteration 61Q: 34 clusters Score -4.010752e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20399 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 8995 members 
Mstep: Class 5 contains 8449 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 6931 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5123 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 1829 members 
Mstep: Class 14 contains 9410 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 91859 members 
Mstep: Class 17 contains 15823 members 
Mstep: Class 18 contains 6267 members 
Mstep: Class 19 contains 44183 members 
Mstep: Class 20 contains 20958 members 
Mstep: Class 21 contains 1448 members 
Mstep: Class 22 contains 1843 members 
Mstep: Class 23 contains 10923 members 
Mstep: Class 24 contains 758 members 
Mstep: Class 25 contains 3031 members 
Mstep: Class 26 contains 8121 members 
Mstep: Class 27 contains 1067 members 
Mstep: Class 28 contains 16094 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 2224 members 
Mstep: Class 31 contains 26118 members 
Mstep: Class 32 contains 5458 members 
Mstep: Class 33 contains 5869 members 
Mstep: Class 34 contains 621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107748.000000 Penalty: 68631.476562
Iteration 62Q: 34 clusters Score -4.010775e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20377 members 
Mstep: Class 3 contains 2998 members 
Mstep: Class 4 contains 8950 members 
Mstep: Class 5 contains 8440 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 6925 members 
Mstep: Class 9 contains 10712 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 1820 members 
Mstep: Class 14 contains 9408 members 
Mstep: Class 15 contains 10734 members 
Mstep: Class 16 contains 91812 members 
Mstep: Class 17 contains 15851 members 
Mstep: Class 18 contains 6241 members 
Mstep: Class 19 contains 44174 members 
Mstep: Class 20 contains 20955 members 
Mstep: Class 21 contains 1456 members 
Mstep: Class 22 contains 1853 members 
Mstep: Class 23 contains 10848 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 3038 members 
Mstep: Class 26 contains 8124 members 
Mstep: Class 27 contains 1060 members 
Mstep: Class 28 contains 16232 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 2215 members 
Mstep: Class 31 contains 26139 members 
Mstep: Class 32 contains 5465 members 
Mstep: Class 33 contains 5877 members 
Mstep: Class 34 contains 639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107892.000000 Penalty: 68631.476562
Iteration 63Q: 34 clusters Score -4.010789e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 20374 members 
Mstep: Class 3 contains 3000 members 
Mstep: Class 4 contains 8902 members 
Mstep: Class 5 contains 8435 members 
Mstep: Class 7 contains 6445 members 
Mstep: Class 8 contains 6917 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5133 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 16 contains 91783 members 
Mstep: Class 17 contains 15866 members 
Mstep: Class 18 contains 6223 members 
Mstep: Class 19 contains 44170 members 
Mstep: Class 20 contains 20953 members 
Mstep: Class 21 contains 1459 members 
Mstep: Class 22 contains 1858 members 
Mstep: Class 23 contains 10773 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 3047 members 
Mstep: Class 26 contains 8127 members 
Mstep: Class 27 contains 1054 members 
Mstep: Class 28 contains 16359 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 2212 members 
Mstep: Class 31 contains 26160 members 
Mstep: Class 32 contains 5468 members 
Mstep: Class 33 contains 5884 members 
Mstep: Class 34 contains 665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107916.000000 Penalty: 68631.476562
Iteration 64Q: 34 clusters Score -4.010792e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20376 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 8845 members 
Mstep: Class 5 contains 8429 members 
Mstep: Class 7 contains 6449 members 
Mstep: Class 8 contains 6912 members 
Mstep: Class 9 contains 10694 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 5140 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 1804 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 91739 members 
Mstep: Class 17 contains 15877 members 
Mstep: Class 18 contains 6202 members 
Mstep: Class 19 contains 44160 members 
Mstep: Class 20 contains 20951 members 
Mstep: Class 21 contains 1462 members 
Mstep: Class 22 contains 1865 members 
Mstep: Class 23 contains 10703 members 
Mstep: Class 24 contains 794 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 8134 members 
Mstep: Class 27 contains 1050 members 
Mstep: Class 28 contains 16487 members 
Mstep: Class 29 contains 1474 members 
Mstep: Class 30 contains 2208 members 
Mstep: Class 31 contains 26188 members 
Mstep: Class 32 contains 5475 members 
Mstep: Class 33 contains 5893 members 
Mstep: Class 34 contains 678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108000.000000 Penalty: 68631.476562
Iteration 65Q: 34 clusters Score -4.0108e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20373 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 8781 members 
Mstep: Class 5 contains 8418 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 10681 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 5148 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 9403 members 
Mstep: Class 15 contains 10718 members 
Mstep: Class 16 contains 91709 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 6181 members 
Mstep: Class 19 contains 44153 members 
Mstep: Class 20 contains 20947 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 1872 members 
Mstep: Class 23 contains 10626 members 
Mstep: Class 24 contains 807 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 16619 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 2205 members 
Mstep: Class 31 contains 26223 members 
Mstep: Class 32 contains 5487 members 
Mstep: Class 33 contains 5900 members 
Mstep: Class 34 contains 686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107976.000000 Penalty: 68631.476562
Iteration 66Q: 34 clusters Score -4.010798e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 20370 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 8719 members 
Mstep: Class 5 contains 8413 members 
Mstep: Class 7 contains 6451 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5154 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 9400 members 
Mstep: Class 15 contains 10719 members 
Mstep: Class 16 contains 91669 members 
Mstep: Class 17 contains 15886 members 
Mstep: Class 18 contains 6159 members 
Mstep: Class 19 contains 44150 members 
Mstep: Class 20 contains 20947 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1881 members 
Mstep: Class 23 contains 10560 members 
Mstep: Class 24 contains 817 members 
Mstep: Class 25 contains 3056 members 
Mstep: Class 26 contains 8135 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 16745 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 2198 members 
Mstep: Class 31 contains 26252 members 
Mstep: Class 32 contains 5506 members 
Mstep: Class 33 contains 5907 members 
Mstep: Class 34 contains 695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108048.000000 Penalty: 68631.476562
Iteration 67Q: 34 clusters Score -4.010805e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 20369 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 8662 members 
Mstep: Class 5 contains 8405 members 
Mstep: Class 7 contains 6452 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5158 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 10711 members 
Mstep: Class 16 contains 91640 members 
Mstep: Class 17 contains 15889 members 
Mstep: Class 18 contains 6137 members 
Mstep: Class 19 contains 44147 members 
Mstep: Class 20 contains 20944 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1889 members 
Mstep: Class 23 contains 10476 members 
Mstep: Class 24 contains 833 members 
Mstep: Class 25 contains 3055 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 16892 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 2194 members 
Mstep: Class 31 contains 26276 members 
Mstep: Class 32 contains 5529 members 
Mstep: Class 33 contains 5909 members 
Mstep: Class 34 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108032.000000 Penalty: 68631.476562
Iteration 68Q: 34 clusters Score -4.010803e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20355 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 8595 members 
Mstep: Class 5 contains 8397 members 
Mstep: Class 7 contains 6454 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 10645 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 5160 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 1796 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 10704 members 
Mstep: Class 16 contains 91605 members 
Mstep: Class 17 contains 15895 members 
Mstep: Class 18 contains 6122 members 
Mstep: Class 19 contains 44139 members 
Mstep: Class 20 contains 20941 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1899 members 
Mstep: Class 23 contains 10401 members 
Mstep: Class 24 contains 851 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 17053 members 
Mstep: Class 29 contains 1475 members 
Mstep: Class 30 contains 2188 members 
Mstep: Class 31 contains 26304 members 
Mstep: Class 32 contains 5546 members 
Mstep: Class 33 contains 5909 members 
Mstep: Class 34 contains 696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108096.000000 Penalty: 68631.476562
Iteration 69Q: 34 clusters Score -4.01081e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20348 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 8531 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 7 contains 6457 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 9391 members 
Mstep: Class 15 contains 10691 members 
Mstep: Class 16 contains 91572 members 
Mstep: Class 17 contains 15898 members 
Mstep: Class 18 contains 6090 members 
Mstep: Class 19 contains 44138 members 
Mstep: Class 20 contains 20936 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1911 members 
Mstep: Class 23 contains 10328 members 
Mstep: Class 24 contains 875 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 8139 members 
Mstep: Class 27 contains 1052 members 
Mstep: Class 28 contains 17210 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2180 members 
Mstep: Class 31 contains 26331 members 
Mstep: Class 32 contains 5565 members 
Mstep: Class 33 contains 5911 members 
Mstep: Class 34 contains 697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108176.000000 Penalty: 68631.476562
Iteration 70Q: 34 clusters Score -4.010818e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20338 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 8470 members 
Mstep: Class 5 contains 8384 members 
Mstep: Class 7 contains 6459 members 
Mstep: Class 8 contains 6904 members 
Mstep: Class 9 contains 10627 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 1328 members 
Mstep: Class 13 contains 1795 members 
Mstep: Class 14 contains 9388 members 
Mstep: Class 15 contains 10675 members 
Mstep: Class 16 contains 91545 members 
Mstep: Class 17 contains 15900 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 20935 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1920 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 910 members 
Mstep: Class 25 contains 3052 members 
Mstep: Class 26 contains 8138 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 17362 members 
Mstep: Class 29 contains 1477 members 
Mstep: Class 30 contains 2175 members 
Mstep: Class 31 contains 26355 members 
Mstep: Class 32 contains 5581 members 
Mstep: Class 33 contains 5915 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108212.000000 Penalty: 68631.476562
Iteration 71Q: 34 clusters Score -4.010821e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 20326 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 8411 members 
Mstep: Class 5 contains 8378 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5162 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1794 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 10664 members 
Mstep: Class 16 contains 91517 members 
Mstep: Class 17 contains 15906 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 20935 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1930 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 945 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 17492 members 
Mstep: Class 29 contains 1477 members 
Mstep: Class 30 contains 2167 members 
Mstep: Class 31 contains 26370 members 
Mstep: Class 32 contains 5590 members 
Mstep: Class 33 contains 5920 members 
Mstep: Class 34 contains 698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108348.000000 Penalty: 68631.476562
Iteration 72Q: 34 clusters Score -4.010835e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 20316 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 8348 members 
Mstep: Class 5 contains 8365 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 6903 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5163 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1791 members 
Mstep: Class 14 contains 9390 members 
Mstep: Class 15 contains 10657 members 
Mstep: Class 16 contains 91493 members 
Mstep: Class 17 contains 15914 members 
Mstep: Class 18 contains 5977 members 
Mstep: Class 19 contains 44133 members 
Mstep: Class 20 contains 20935 members 
Mstep: Class 21 contains 1468 members 
Mstep: Class 22 contains 1935 members 
Mstep: Class 23 contains 10174 members 
Mstep: Class 24 contains 975 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 8142 members 
Mstep: Class 27 contains 1051 members 
Mstep: Class 28 contains 17617 members 
Mstep: Class 29 contains 1477 members 
Mstep: Class 30 contains 2163 members 
Mstep: Class 31 contains 26390 members 
Mstep: Class 32 contains 5599 members 
Mstep: Class 33 contains 5919 members 
Mstep: Class 34 contains 700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108384.000000 Penalty: 68631.476562
Iteration 73Q: 34 clusters Score -4.010838e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20306 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 8293 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 7 contains 6462 members 
Mstep: Class 8 contains 6906 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5167 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1788 members 
Mstep: Class 14 contains 9392 members 
Mstep: Class 15 contains 10655 members 
Mstep: Class 16 contains 91469 members 
Mstep: Class 17 contains 15920 members 
Mstep: Class 18 contains 5946 members 
Mstep: Class 19 contains 44130 members 
Mstep: Class 20 contains 20935 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1944 members 
Mstep: Class 23 contains 10126 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 3050 members 
Mstep: Class 26 contains 8140 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 17731 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2157 members 
Mstep: Class 31 contains 26413 members 
Mstep: Class 32 contains 5606 members 
Mstep: Class 33 contains 5916 members 
Mstep: Class 34 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108376.000000 Penalty: 68631.476562
Iteration 74Q: 34 clusters Score -4.010838e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20293 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 8247 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 6909 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5174 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1785 members 
Mstep: Class 14 contains 9394 members 
Mstep: Class 15 contains 10649 members 
Mstep: Class 16 contains 91446 members 
Mstep: Class 17 contains 15928 members 
Mstep: Class 18 contains 5928 members 
Mstep: Class 19 contains 44126 members 
Mstep: Class 20 contains 20934 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1945 members 
Mstep: Class 23 contains 10091 members 
Mstep: Class 24 contains 1036 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 8137 members 
Mstep: Class 27 contains 1048 members 
Mstep: Class 28 contains 17829 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2156 members 
Mstep: Class 31 contains 26435 members 
Mstep: Class 32 contains 5611 members 
Mstep: Class 33 contains 5916 members 
Mstep: Class 34 contains 705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108428.000000 Penalty: 68631.476562
Iteration 75Q: 34 clusters Score -4.010843e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20289 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 8186 members 
Mstep: Class 5 contains 8333 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 6910 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 11 contains 5182 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 9396 members 
Mstep: Class 15 contains 10642 members 
Mstep: Class 16 contains 91415 members 
Mstep: Class 17 contains 15933 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 44129 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1950 members 
Mstep: Class 23 contains 10064 members 
Mstep: Class 24 contains 1061 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 8135 members 
Mstep: Class 27 contains 1046 members 
Mstep: Class 28 contains 17940 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2154 members 
Mstep: Class 31 contains 26450 members 
Mstep: Class 32 contains 5620 members 
Mstep: Class 33 contains 5918 members 
Mstep: Class 34 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108548.000000 Penalty: 68631.476562
Iteration 76Q: 34 clusters Score -4.010855e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 20282 members 
Mstep: Class 3 contains 3005 members 
Mstep: Class 4 contains 8113 members 
Mstep: Class 5 contains 8328 members 
Mstep: Class 7 contains 6465 members 
Mstep: Class 8 contains 6909 members 
Mstep: Class 9 contains 10584 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 11 contains 5187 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1784 members 
Mstep: Class 14 contains 9397 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 91392 members 
Mstep: Class 17 contains 15939 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 44121 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1955 members 
Mstep: Class 23 contains 10044 members 
Mstep: Class 24 contains 1094 members 
Mstep: Class 25 contains 3051 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1047 members 
Mstep: Class 28 contains 18048 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26470 members 
Mstep: Class 32 contains 5622 members 
Mstep: Class 33 contains 5922 members 
Mstep: Class 34 contains 707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108608.000000 Penalty: 68631.476562
Iteration 77Q: 34 clusters Score -4.010861e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 20279 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 8039 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 7 contains 6466 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 10580 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 11 contains 5192 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 14 contains 9395 members 
Mstep: Class 15 contains 10645 members 
Mstep: Class 16 contains 91377 members 
Mstep: Class 17 contains 15941 members 
Mstep: Class 18 contains 5799 members 
Mstep: Class 19 contains 44113 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1960 members 
Mstep: Class 23 contains 10023 members 
Mstep: Class 24 contains 1129 members 
Mstep: Class 25 contains 3054 members 
Mstep: Class 26 contains 8133 members 
Mstep: Class 27 contains 1049 members 
Mstep: Class 28 contains 18148 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2150 members 
Mstep: Class 31 contains 26487 members 
Mstep: Class 32 contains 5633 members 
Mstep: Class 33 contains 5922 members 
Mstep: Class 34 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108720.000000 Penalty: 68631.476562
Iteration 78Q: 34 clusters Score -4.010872e+07 nChanged 297
Entering ConstructFrom: 
Score: -40108720.000000 Penalty: 68631.476562
Entering ConstructFrom: 
Trying to split cluster 1 (3577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Entering Unmasked Estep 
Score: -408741.968750 Penalty: 1329.620483
	Iteration 0F: 2 clusters Score -408742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -405659.218750 Penalty: 2659.240967
	Iteration 0F: 3 clusters Score -405659.2 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -406468.187500 Penalty: 2659.240967
	Iteration 1F: 3 clusters Score -406468.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -406600.187500 Penalty: 2659.240967
	Iteration 2F: 3 clusters Score -406600.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -406679.843750 Penalty: 2659.240967
	Iteration 3Q: 3 clusters Score -406679.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -406740.156250 Penalty: 2659.240967
	Iteration 4Q: 3 clusters Score -406740.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -406791.343750 Penalty: 2659.240967
	Iteration 5Q: 3 clusters Score -406791.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -406832.000000 Penalty: 2659.240967
	Iteration 6Q: 3 clusters Score -406832 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -406864.593750 Penalty: 2659.240967
	Iteration 7Q: 3 clusters Score -406864.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -406891.937500 Penalty: 2659.240967
	Iteration 8Q: 3 clusters Score -406891.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -406916.125000 Penalty: 2659.240967
	Iteration 9Q: 3 clusters Score -406916.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -406938.343750 Penalty: 2659.240967
	Iteration 10Q: 3 clusters Score -406938.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -406963.968750 Penalty: 2659.240967
	Iteration 11Q: 3 clusters Score -406964 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -406987.437500 Penalty: 2659.240967
	Iteration 12Q: 3 clusters Score -406987.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -407002.093750 Penalty: 2659.240967
	Iteration 13Q: 3 clusters Score -407002.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -407019.031250 Penalty: 2659.240967
	Iteration 14Q: 3 clusters Score -407019 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -407038.343750 Penalty: 2659.240967
	Iteration 15Q: 3 clusters Score -407038.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -407060.656250 Penalty: 2659.240967
	Iteration 16Q: 3 clusters Score -407060.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -407088.531250 Penalty: 2659.240967
	Iteration 17Q: 3 clusters Score -407088.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -407122.406250 Penalty: 2659.240967
	Iteration 18Q: 3 clusters Score -407122.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -407158.750000 Penalty: 2659.240967
	Iteration 19Q: 3 clusters Score -407158.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -407198.406250 Penalty: 2659.240967
	Iteration 20F: 3 clusters Score -407198.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -407230.500000 Penalty: 2659.240967
	Iteration 21Q: 3 clusters Score -407230.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -407263.250000 Penalty: 2659.240967
	Iteration 22Q: 3 clusters Score -407263.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -407285.312500 Penalty: 2659.240967
	Iteration 23Q: 3 clusters Score -407285.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -407304.031250 Penalty: 2659.240967
	Iteration 24Q: 3 clusters Score -407304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -407315.062500 Penalty: 2659.240967
	Iteration 25Q: 3 clusters Score -407315.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -407322.218750 Penalty: 2659.240967
	Iteration 26Q: 3 clusters Score -407322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -407332.093750 Penalty: 2659.240967
	Iteration 27Q: 3 clusters Score -407332.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -407340.062500 Penalty: 2659.240967
	Iteration 28Q: 3 clusters Score -407340.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407352.500000 Penalty: 2659.240967
	Iteration 29Q: 3 clusters Score -407352.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -407364.062500 Penalty: 2659.240967
	Iteration 30Q: 3 clusters Score -407364.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -407377.750000 Penalty: 2659.240967
	Iteration 31Q: 3 clusters Score -407377.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407387.500000 Penalty: 2659.240967
	Iteration 32Q: 3 clusters Score -407387.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -407395.000000 Penalty: 2659.240967
	Iteration 33Q: 3 clusters Score -407395 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -407408.406250 Penalty: 2659.240967
	Iteration 34Q: 3 clusters Score -407408.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -407420.593750 Penalty: 2659.240967
	Iteration 35Q: 3 clusters Score -407420.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -407435.250000 Penalty: 2659.240967
	Iteration 36Q: 3 clusters Score -407435.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -407445.062500 Penalty: 2659.240967
	Iteration 37Q: 3 clusters Score -407445.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -407457.187500 Penalty: 2659.240967
	Iteration 38Q: 3 clusters Score -407457.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407470.218750 Penalty: 2659.240967
	Iteration 39Q: 3 clusters Score -407470.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -407481.593750 Penalty: 2659.240967
	Iteration 40F: 3 clusters Score -407481.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -407493.125000 Penalty: 2659.240967
	Iteration 41Q: 3 clusters Score -407493.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407499.343750 Penalty: 2659.240967
	Iteration 42Q: 3 clusters Score -407499.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -407505.750000 Penalty: 2659.240967
	Iteration 43Q: 3 clusters Score -407505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -407510.656250 Penalty: 2659.240967
	Iteration 44Q: 3 clusters Score -407510.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -407515.312500 Penalty: 2659.240967
	Iteration 45Q: 3 clusters Score -407515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -407518.437500 Penalty: 2659.240967
	Iteration 46Q: 3 clusters Score -407518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -407518.750000 Penalty: 2659.240967
	Iteration 47Q: 3 clusters Score -407518.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -407521.781250 Penalty: 2659.240967
	Iteration 48Q: 3 clusters Score -407521.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -407524.312500 Penalty: 2659.240967
	Iteration 49Q: 3 clusters Score -407524.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -407530.250000 Penalty: 2659.240967
	Iteration 50Q: 3 clusters Score -407530.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -407537.031250 Penalty: 2659.240967
	Iteration 51Q: 3 clusters Score -407537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -407542.906250 Penalty: 2659.240967
	Iteration 52Q: 3 clusters Score -407542.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -407549.250000 Penalty: 2659.240967
	Iteration 53Q: 3 clusters Score -407549.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -407559.812500 Penalty: 2659.240967
	Iteration 54Q: 3 clusters Score -407559.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -407565.656250 Penalty: 2659.240967
	Iteration 55Q: 3 clusters Score -407565.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -407567.906250 Penalty: 2659.240967
	Iteration 56Q: 3 clusters Score -407567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -407572.968750 Penalty: 2659.240967
	Iteration 57Q: 3 clusters Score -407573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407574.562500 Penalty: 2659.240967
	Iteration 58Q: 3 clusters Score -407574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407574.656250 Penalty: 2659.240967
	Iteration 59Q: 3 clusters Score -407574.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -407575.437500 Penalty: 2659.240967
	Iteration 60F: 3 clusters Score -407575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407576.125000 Penalty: 2659.240967
	Iteration 61Q: 3 clusters Score -407576.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -407575.500000 Penalty: 2659.240967
	Iteration 62Q: 3 clusters Score -407575.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407575.843750 Penalty: 2659.240967
	Iteration 63Q: 3 clusters Score -407575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -407575.843750 Penalty: 2659.240967
	Iteration 64F: 3 clusters Score -407575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Entering Unmasked Estep 
Score: -2318777.500000 Penalty: 1611.527832
	Iteration 0F: 2 clusters Score -2318778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2305028.500000 Penalty: 3223.055664
	Iteration 0F: 3 clusters Score -2305028 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -2310102.000000 Penalty: 3223.055664
	Iteration 1F: 3 clusters Score -2310102 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2310826.000000 Penalty: 3223.055664
	Iteration 2F: 3 clusters Score -2310826 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2311825.500000 Penalty: 3223.055664
	Iteration 3F: 3 clusters Score -2311826 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2313186.000000 Penalty: 3223.055664
	Iteration 4F: 3 clusters Score -2313186 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2314818.750000 Penalty: 3223.055664
	Iteration 5F: 3 clusters Score -2314819 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2316473.750000 Penalty: 3223.055664
	Iteration 6F: 3 clusters Score -2316474 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2317966.250000 Penalty: 3223.055664
	Iteration 7F: 3 clusters Score -2317966 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2318991.750000 Penalty: 3223.055664
	Iteration 8Q: 3 clusters Score -2318992 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2319384.750000 Penalty: 3223.055664
	Iteration 9Q: 3 clusters Score -2319385 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -2319499.750000 Penalty: 3223.055664
	Iteration 10Q: 3 clusters Score -2319500 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2319540.750000 Penalty: 3223.055664
	Iteration 11Q: 3 clusters Score -2319541 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2319570.250000 Penalty: 3223.055664
	Iteration 12Q: 3 clusters Score -2319570 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2319593.000000 Penalty: 3223.055664
	Iteration 13Q: 3 clusters Score -2319593 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -2319607.250000 Penalty: 3223.055664
	Iteration 14Q: 3 clusters Score -2319607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2319615.750000 Penalty: 3223.055664
	Iteration 15Q: 3 clusters Score -2319616 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2319615.000000 Penalty: 3223.055664
	Iteration 16Q: 3 clusters Score -2319615 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2319618.250000 Penalty: 3223.055664
	Iteration 17Q: 3 clusters Score -2319618 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2319624.000000 Penalty: 3223.055664
	Iteration 18Q: 3 clusters Score -2319624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2319635.000000 Penalty: 3223.055664
	Iteration 19Q: 3 clusters Score -2319635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -2319639.500000 Penalty: 3223.055664
	Iteration 20F: 3 clusters Score -2319640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2319637.250000 Penalty: 3223.055664
	Iteration 21Q: 3 clusters Score -2319637 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2319639.000000 Penalty: 3223.055664
	Iteration 22Q: 3 clusters Score -2319639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2319648.750000 Penalty: 3223.055664
	Iteration 23Q: 3 clusters Score -2319649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2319649.000000 Penalty: 3223.055664
	Iteration 24Q: 3 clusters Score -2319649 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -2319651.750000 Penalty: 3223.055664
	Iteration 25Q: 3 clusters Score -2319652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2319653.750000 Penalty: 3223.055664
	Iteration 26Q: 3 clusters Score -2319654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2319653.500000 Penalty: 3223.055664
	Iteration 27Q: 3 clusters Score -2319654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2319650.500000 Penalty: 3223.055664
	Iteration 28Q: 3 clusters Score -2319650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2319649.000000 Penalty: 3223.055664
	Iteration 29Q: 3 clusters Score -2319649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2319652.750000 Penalty: 3223.055664
	Iteration 30Q: 3 clusters Score -2319653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2319651.750000 Penalty: 3223.055664
	Iteration 31Q: 3 clusters Score -2319652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2319649.500000 Penalty: 3223.055664
	Iteration 32Q: 3 clusters Score -2319650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2319649.500000 Penalty: 3223.055664
	Iteration 33F: 3 clusters Score -2319650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 7963 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Entering Unmasked Estep 
Score: -40109064.000000 Penalty: 70711.218750
Splitting cluster 2 changes total score from -40108720.000000 to -40109064.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -337503.187500 Penalty: 1301.359375
	Iteration 0F: 2 clusters Score -337503.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -334772.031250 Penalty: 2602.718750
	Iteration 0F: 3 clusters Score -334772 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -335416.843750 Penalty: 2602.718750
	Iteration 1F: 3 clusters Score -335416.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -335556.718750 Penalty: 2602.718750
	Iteration 2F: 3 clusters Score -335556.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -335639.156250 Penalty: 2602.718750
	Iteration 3Q: 3 clusters Score -335639.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -335686.531250 Penalty: 2602.718750
	Iteration 4Q: 3 clusters Score -335686.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -335730.687500 Penalty: 2602.718750
	Iteration 5Q: 3 clusters Score -335730.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -335765.718750 Penalty: 2602.718750
	Iteration 6Q: 3 clusters Score -335765.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -335802.875000 Penalty: 2602.718750
	Iteration 7Q: 3 clusters Score -335802.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -335834.062500 Penalty: 2602.718750
	Iteration 8Q: 3 clusters Score -335834.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -335860.093750 Penalty: 2602.718750
	Iteration 9Q: 3 clusters Score -335860.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -335886.437500 Penalty: 2602.718750
	Iteration 10Q: 3 clusters Score -335886.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -335917.562500 Penalty: 2602.718750
	Iteration 11Q: 3 clusters Score -335917.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -335947.937500 Penalty: 2602.718750
	Iteration 12Q: 3 clusters Score -335947.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -335969.312500 Penalty: 2602.718750
	Iteration 13Q: 3 clusters Score -335969.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -335986.656250 Penalty: 2602.718750
	Iteration 14Q: 3 clusters Score -335986.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -336001.468750 Penalty: 2602.718750
	Iteration 15Q: 3 clusters Score -336001.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -336021.312500 Penalty: 2602.718750
	Iteration 16Q: 3 clusters Score -336021.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -336040.593750 Penalty: 2602.718750
	Iteration 17Q: 3 clusters Score -336040.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -336059.875000 Penalty: 2602.718750
	Iteration 18Q: 3 clusters Score -336059.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -336076.531250 Penalty: 2602.718750
	Iteration 19Q: 3 clusters Score -336076.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -336093.031250 Penalty: 2602.718750
	Iteration 20F: 3 clusters Score -336093 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -336109.937500 Penalty: 2602.718750
	Iteration 21Q: 3 clusters Score -336109.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -336123.750000 Penalty: 2602.718750
	Iteration 22Q: 3 clusters Score -336123.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -336143.937500 Penalty: 2602.718750
	Iteration 23Q: 3 clusters Score -336143.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -336162.593750 Penalty: 2602.718750
	Iteration 24Q: 3 clusters Score -336162.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -336183.937500 Penalty: 2602.718750
	Iteration 25Q: 3 clusters Score -336183.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -336204.093750 Penalty: 2602.718750
	Iteration 26Q: 3 clusters Score -336204.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -336220.281250 Penalty: 2602.718750
	Iteration 27Q: 3 clusters Score -336220.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -336236.156250 Penalty: 2602.718750
	Iteration 28Q: 3 clusters Score -336236.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -336258.281250 Penalty: 2602.718750
	Iteration 29Q: 3 clusters Score -336258.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -336279.875000 Penalty: 2602.718750
	Iteration 30Q: 3 clusters Score -336279.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -336304.187500 Penalty: 2602.718750
	Iteration 31Q: 3 clusters Score -336304.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -336321.406250 Penalty: 2602.718750
	Iteration 32Q: 3 clusters Score -336321.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -336335.531250 Penalty: 2602.718750
	Iteration 33Q: 3 clusters Score -336335.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -336352.500000 Penalty: 2602.718750
	Iteration 34Q: 3 clusters Score -336352.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -336365.968750 Penalty: 2602.718750
	Iteration 35Q: 3 clusters Score -336366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -336376.562500 Penalty: 2602.718750
	Iteration 36Q: 3 clusters Score -336376.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -336386.656250 Penalty: 2602.718750
	Iteration 37Q: 3 clusters Score -336386.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -336395.062500 Penalty: 2602.718750
	Iteration 38Q: 3 clusters Score -336395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -336403.312500 Penalty: 2602.718750
	Iteration 39Q: 3 clusters Score -336403.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -336409.406250 Penalty: 2602.718750
	Iteration 40F: 3 clusters Score -336409.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -336416.937500 Penalty: 2602.718750
	Iteration 41Q: 3 clusters Score -336416.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -336424.031250 Penalty: 2602.718750
	Iteration 42Q: 3 clusters Score -336424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -336429.250000 Penalty: 2602.718750
	Iteration 43Q: 3 clusters Score -336429.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -336434.093750 Penalty: 2602.718750
	Iteration 44Q: 3 clusters Score -336434.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -336437.093750 Penalty: 2602.718750
	Iteration 45Q: 3 clusters Score -336437.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -336437.937500 Penalty: 2602.718750
	Iteration 46Q: 3 clusters Score -336437.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -336438.250000 Penalty: 2602.718750
	Iteration 47Q: 3 clusters Score -336438.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -336440.031250 Penalty: 2602.718750
	Iteration 48Q: 3 clusters Score -336440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -336440.687500 Penalty: 2602.718750
	Iteration 49Q: 3 clusters Score -336440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -336442.093750 Penalty: 2602.718750
	Iteration 50Q: 3 clusters Score -336442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -336442.500000 Penalty: 2602.718750
	Iteration 51Q: 3 clusters Score -336442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336442.375000 Penalty: 2602.718750
	Iteration 52Q: 3 clusters Score -336442.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -336442.375000 Penalty: 2602.718750
	Iteration 53F: 3 clusters Score -336442.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Entering Unmasked Estep 
Score: -910670.312500 Penalty: 1459.666138
	Iteration 0F: 2 clusters Score -910670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -904831.500000 Penalty: 2919.332275
	Iteration 0F: 3 clusters Score -904831.5 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -906629.187500 Penalty: 2919.332275
	Iteration 1F: 3 clusters Score -906629.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -906882.437500 Penalty: 2919.332275
	Iteration 2F: 3 clusters Score -906882.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -907094.062500 Penalty: 2919.332275
	Iteration 3F: 3 clusters Score -907094.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -907280.812500 Penalty: 2919.332275
	Iteration 4Q: 3 clusters Score -907280.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -907506.187500 Penalty: 2919.332275
	Iteration 5Q: 3 clusters Score -907506.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -907787.687500 Penalty: 2919.332275
	Iteration 6F: 3 clusters Score -907787.7 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -908131.937500 Penalty: 2919.332275
	Iteration 7F: 3 clusters Score -908131.9 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -908471.250000 Penalty: 2919.332275
	Iteration 8F: 3 clusters Score -908471.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -908822.812500 Penalty: 2919.332275
	Iteration 9Q: 3 clusters Score -908822.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -909156.125000 Penalty: 2919.332275
	Iteration 10Q: 3 clusters Score -909156.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -909385.875000 Penalty: 2919.332275
	Iteration 11Q: 3 clusters Score -909385.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -909502.500000 Penalty: 2919.332275
	Iteration 12Q: 3 clusters Score -909502.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -909588.937500 Penalty: 2919.332275
	Iteration 13Q: 3 clusters Score -909588.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -909640.562500 Penalty: 2919.332275
	Iteration 14Q: 3 clusters Score -909640.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -909670.625000 Penalty: 2919.332275
	Iteration 15Q: 3 clusters Score -909670.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -909694.625000 Penalty: 2919.332275
	Iteration 16Q: 3 clusters Score -909694.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -909713.875000 Penalty: 2919.332275
	Iteration 17Q: 3 clusters Score -909713.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -909750.562500 Penalty: 2919.332275
	Iteration 18Q: 3 clusters Score -909750.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -909810.250000 Penalty: 2919.332275
	Iteration 19Q: 3 clusters Score -909810.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -909914.250000 Penalty: 2919.332275
	Iteration 20F: 3 clusters Score -909914.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -910074.812500 Penalty: 2919.332275
	Iteration 21Q: 3 clusters Score -910074.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -910464.062500 Penalty: 2919.332275
	Iteration 22Q: 3 clusters Score -910464.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -911189.187500 Penalty: 2919.332275
	Iteration 23Q: 3 clusters Score -911189.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -911766.937500 Penalty: 2919.332275
	Iteration 24Q: 3 clusters Score -911766.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -911964.937500 Penalty: 2919.332275
	Iteration 25Q: 3 clusters Score -911964.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -912034.562500 Penalty: 2919.332275
	Iteration 26Q: 3 clusters Score -912034.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -912075.625000 Penalty: 2919.332275
	Iteration 27Q: 3 clusters Score -912075.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -912117.812500 Penalty: 2919.332275
	Iteration 28Q: 3 clusters Score -912117.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -912148.062500 Penalty: 2919.332275
	Iteration 29Q: 3 clusters Score -912148.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -912161.750000 Penalty: 2919.332275
	Iteration 30Q: 3 clusters Score -912161.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -912178.937500 Penalty: 2919.332275
	Iteration 31Q: 3 clusters Score -912178.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -912191.250000 Penalty: 2919.332275
	Iteration 32Q: 3 clusters Score -912191.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -912193.687500 Penalty: 2919.332275
	Iteration 33Q: 3 clusters Score -912193.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -912201.937500 Penalty: 2919.332275
	Iteration 34Q: 3 clusters Score -912201.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -912211.687500 Penalty: 2919.332275
	Iteration 35Q: 3 clusters Score -912211.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -912218.312500 Penalty: 2919.332275
	Iteration 36Q: 3 clusters Score -912218.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -912222.187500 Penalty: 2919.332275
	Iteration 37Q: 3 clusters Score -912222.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -912225.250000 Penalty: 2919.332275
	Iteration 38Q: 3 clusters Score -912225.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -912226.375000 Penalty: 2919.332275
	Iteration 39Q: 3 clusters Score -912226.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -912225.750000 Penalty: 2919.332275
	Iteration 40F: 3 clusters Score -912225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 6907 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Entering Unmasked Estep 
Score: -40109912.000000 Penalty: 72790.960938
Splitting cluster 4 changes total score from -40108720.000000 to -40109912.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 5 (8330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Entering Unmasked Estep 
Score: -941217.812500 Penalty: 1466.988037
	Iteration 0F: 2 clusters Score -941217.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -935147.500000 Penalty: 2933.976074
	Iteration 0F: 3 clusters Score -935147.5 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -937062.125000 Penalty: 2933.976074
	Iteration 1F: 3 clusters Score -937062.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -937412.250000 Penalty: 2933.976074
	Iteration 2F: 3 clusters Score -937412.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -937755.437500 Penalty: 2933.976074
	Iteration 3F: 3 clusters Score -937755.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -938040.812500 Penalty: 2933.976074
	Iteration 4F: 3 clusters Score -938040.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -938281.000000 Penalty: 2933.976074
	Iteration 5Q: 3 clusters Score -938281 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -938503.937500 Penalty: 2933.976074
	Iteration 6Q: 3 clusters Score -938503.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -938686.500000 Penalty: 2933.976074
	Iteration 7Q: 3 clusters Score -938686.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -938838.500000 Penalty: 2933.976074
	Iteration 8Q: 3 clusters Score -938838.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -938960.750000 Penalty: 2933.976074
	Iteration 9Q: 3 clusters Score -938960.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -939051.000000 Penalty: 2933.976074
	Iteration 10Q: 3 clusters Score -939051 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -939116.687500 Penalty: 2933.976074
	Iteration 11Q: 3 clusters Score -939116.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -939178.937500 Penalty: 2933.976074
	Iteration 12Q: 3 clusters Score -939178.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -939239.062500 Penalty: 2933.976074
	Iteration 13Q: 3 clusters Score -939239.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -939299.437500 Penalty: 2933.976074
	Iteration 14Q: 3 clusters Score -939299.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -939369.000000 Penalty: 2933.976074
	Iteration 15Q: 3 clusters Score -939369 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -939425.750000 Penalty: 2933.976074
	Iteration 16Q: 3 clusters Score -939425.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -939487.875000 Penalty: 2933.976074
	Iteration 17Q: 3 clusters Score -939487.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -939537.625000 Penalty: 2933.976074
	Iteration 18Q: 3 clusters Score -939537.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -939581.250000 Penalty: 2933.976074
	Iteration 19Q: 3 clusters Score -939581.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -939606.875000 Penalty: 2933.976074
	Iteration 20F: 3 clusters Score -939606.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -939625.187500 Penalty: 2933.976074
	Iteration 21Q: 3 clusters Score -939625.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -939645.500000 Penalty: 2933.976074
	Iteration 22Q: 3 clusters Score -939645.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -939663.500000 Penalty: 2933.976074
	Iteration 23Q: 3 clusters Score -939663.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -939677.000000 Penalty: 2933.976074
	Iteration 24Q: 3 clusters Score -939677 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -939684.625000 Penalty: 2933.976074
	Iteration 25Q: 3 clusters Score -939684.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -939693.437500 Penalty: 2933.976074
	Iteration 26Q: 3 clusters Score -939693.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -939703.375000 Penalty: 2933.976074
	Iteration 27Q: 3 clusters Score -939703.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -939711.875000 Penalty: 2933.976074
	Iteration 28Q: 3 clusters Score -939711.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -939724.250000 Penalty: 2933.976074
	Iteration 29Q: 3 clusters Score -939724.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -939727.000000 Penalty: 2933.976074
	Iteration 30Q: 3 clusters Score -939727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -939733.187500 Penalty: 2933.976074
	Iteration 31Q: 3 clusters Score -939733.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -939738.562500 Penalty: 2933.976074
	Iteration 32Q: 3 clusters Score -939738.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -939745.312500 Penalty: 2933.976074
	Iteration 33Q: 3 clusters Score -939745.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -939751.812500 Penalty: 2933.976074
	Iteration 34Q: 3 clusters Score -939751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -939758.000000 Penalty: 2933.976074
	Iteration 35Q: 3 clusters Score -939758 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -939768.437500 Penalty: 2933.976074
	Iteration 36Q: 3 clusters Score -939768.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -939775.750000 Penalty: 2933.976074
	Iteration 37Q: 3 clusters Score -939775.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -939784.625000 Penalty: 2933.976074
	Iteration 38Q: 3 clusters Score -939784.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -939800.750000 Penalty: 2933.976074
	Iteration 39Q: 3 clusters Score -939800.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -939821.312500 Penalty: 2933.976074
	Iteration 40F: 3 clusters Score -939821.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -939834.000000 Penalty: 2933.976074
	Iteration 41Q: 3 clusters Score -939834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -939851.562500 Penalty: 2933.976074
	Iteration 42Q: 3 clusters Score -939851.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -939877.250000 Penalty: 2933.976074
	Iteration 43Q: 3 clusters Score -939877.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -939905.250000 Penalty: 2933.976074
	Iteration 44Q: 3 clusters Score -939905.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -939934.875000 Penalty: 2933.976074
	Iteration 45Q: 3 clusters Score -939934.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -939951.562500 Penalty: 2933.976074
	Iteration 46Q: 3 clusters Score -939951.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -939969.125000 Penalty: 2933.976074
	Iteration 47Q: 3 clusters Score -939969.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -939983.812500 Penalty: 2933.976074
	Iteration 48Q: 3 clusters Score -939983.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -939996.625000 Penalty: 2933.976074
	Iteration 49Q: 3 clusters Score -939996.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -940009.000000 Penalty: 2933.976074
	Iteration 50Q: 3 clusters Score -940009 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -940022.875000 Penalty: 2933.976074
	Iteration 51Q: 3 clusters Score -940022.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -940031.312500 Penalty: 2933.976074
	Iteration 52Q: 3 clusters Score -940031.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -940044.562500 Penalty: 2933.976074
	Iteration 53Q: 3 clusters Score -940044.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -940052.250000 Penalty: 2933.976074
	Iteration 54Q: 3 clusters Score -940052.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -940061.625000 Penalty: 2933.976074
	Iteration 55Q: 3 clusters Score -940061.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -940070.250000 Penalty: 2933.976074
	Iteration 56Q: 3 clusters Score -940070.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -940078.687500 Penalty: 2933.976074
	Iteration 57Q: 3 clusters Score -940078.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -940086.000000 Penalty: 2933.976074
	Iteration 58Q: 3 clusters Score -940086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -940093.187500 Penalty: 2933.976074
	Iteration 59Q: 3 clusters Score -940093.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -940098.500000 Penalty: 2933.976074
	Iteration 60F: 3 clusters Score -940098.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -940104.437500 Penalty: 2933.976074
	Iteration 61Q: 3 clusters Score -940104.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -940116.687500 Penalty: 2933.976074
	Iteration 62Q: 3 clusters Score -940116.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -940122.687500 Penalty: 2933.976074
	Iteration 63Q: 3 clusters Score -940122.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -940131.875000 Penalty: 2933.976074
	Iteration 64Q: 3 clusters Score -940131.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -940139.875000 Penalty: 2933.976074
	Iteration 65Q: 3 clusters Score -940139.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -940150.750000 Penalty: 2933.976074
	Iteration 66Q: 3 clusters Score -940150.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -940157.375000 Penalty: 2933.976074
	Iteration 67Q: 3 clusters Score -940157.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -940164.250000 Penalty: 2933.976074
	Iteration 68Q: 3 clusters Score -940164.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -940173.312500 Penalty: 2933.976074
	Iteration 69Q: 3 clusters Score -940173.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -940181.125000 Penalty: 2933.976074
	Iteration 70Q: 3 clusters Score -940181.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -940188.750000 Penalty: 2933.976074
	Iteration 71Q: 3 clusters Score -940188.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -940194.687500 Penalty: 2933.976074
	Iteration 72Q: 3 clusters Score -940194.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -940201.062500 Penalty: 2933.976074
	Iteration 73Q: 3 clusters Score -940201.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -940206.062500 Penalty: 2933.976074
	Iteration 74Q: 3 clusters Score -940206.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -940209.500000 Penalty: 2933.976074
	Iteration 75Q: 3 clusters Score -940209.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -940210.062500 Penalty: 2933.976074
	Iteration 76Q: 3 clusters Score -940210.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -940210.500000 Penalty: 2933.976074
	Iteration 77Q: 3 clusters Score -940210.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -940216.250000 Penalty: 2933.976074
	Iteration 78Q: 3 clusters Score -940216.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -940218.562500 Penalty: 2933.976074
	Iteration 79Q: 3 clusters Score -940218.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -940222.500000 Penalty: 2933.976074
	Iteration 80F: 3 clusters Score -940222.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -940226.000000 Penalty: 2933.976074
	Iteration 81Q: 3 clusters Score -940226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -940227.812500 Penalty: 2933.976074
	Iteration 82Q: 3 clusters Score -940227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -940229.437500 Penalty: 2933.976074
	Iteration 83Q: 3 clusters Score -940229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -940229.062500 Penalty: 2933.976074
	Iteration 84Q: 3 clusters Score -940229.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -940230.812500 Penalty: 2933.976074
	Iteration 85Q: 3 clusters Score -940230.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -940232.375000 Penalty: 2933.976074
	Iteration 86Q: 3 clusters Score -940232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -940234.125000 Penalty: 2933.976074
	Iteration 87Q: 3 clusters Score -940234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -940233.937500 Penalty: 2933.976074
	Iteration 88Q: 3 clusters Score -940233.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -940234.812500 Penalty: 2933.976074
	Iteration 89Q: 3 clusters Score -940234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -940236.812500 Penalty: 2933.976074
	Iteration 90Q: 3 clusters Score -940236.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -940236.625000 Penalty: 2933.976074
	Iteration 91Q: 3 clusters Score -940236.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -940239.000000 Penalty: 2933.976074
	Iteration 92Q: 3 clusters Score -940239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -940237.687500 Penalty: 2933.976074
	Iteration 93Q: 3 clusters Score -940237.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -940238.250000 Penalty: 2933.976074
	Iteration 94Q: 3 clusters Score -940238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -940238.937500 Penalty: 2933.976074
	Iteration 95Q: 3 clusters Score -940238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -940238.500000 Penalty: 2933.976074
	Iteration 96Q: 3 clusters Score -940238.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -940240.062500 Penalty: 2933.976074
	Iteration 97Q: 3 clusters Score -940240.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -940241.625000 Penalty: 2933.976074
	Iteration 98Q: 3 clusters Score -940241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -940239.625000 Penalty: 2933.976074
	Iteration 99Q: 3 clusters Score -940239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -940243.000000 Penalty: 2933.976074
	Iteration 100F: 3 clusters Score -940243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -940242.312500 Penalty: 2933.976074
	Iteration 101Q: 3 clusters Score -940242.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -940242.312500 Penalty: 2933.976074
	Iteration 102F: 3 clusters Score -940242.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Entering Unmasked Estep 
Score: -740938.437500 Penalty: 1425.775635
	Iteration 0F: 2 clusters Score -740938.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -736050.875000 Penalty: 2851.551270
	Iteration 0F: 3 clusters Score -736050.9 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -737465.875000 Penalty: 2851.551270
	Iteration 1F: 3 clusters Score -737465.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -737656.812500 Penalty: 2851.551270
	Iteration 2F: 3 clusters Score -737656.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -737789.812500 Penalty: 2851.551270
	Iteration 3Q: 3 clusters Score -737789.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -737873.750000 Penalty: 2851.551270
	Iteration 4Q: 3 clusters Score -737873.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -737946.937500 Penalty: 2851.551270
	Iteration 5Q: 3 clusters Score -737946.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -738027.750000 Penalty: 2851.551270
	Iteration 6Q: 3 clusters Score -738027.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -738116.937500 Penalty: 2851.551270
	Iteration 7Q: 3 clusters Score -738116.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -738209.750000 Penalty: 2851.551270
	Iteration 8Q: 3 clusters Score -738209.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -738325.625000 Penalty: 2851.551270
	Iteration 9Q: 3 clusters Score -738325.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -738464.562500 Penalty: 2851.551270
	Iteration 10Q: 3 clusters Score -738464.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -738621.875000 Penalty: 2851.551270
	Iteration 11Q: 3 clusters Score -738621.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -738809.375000 Penalty: 2851.551270
	Iteration 12Q: 3 clusters Score -738809.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -739008.437500 Penalty: 2851.551270
	Iteration 13Q: 3 clusters Score -739008.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -739183.062500 Penalty: 2851.551270
	Iteration 14Q: 3 clusters Score -739183.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -739340.187500 Penalty: 2851.551270
	Iteration 15Q: 3 clusters Score -739340.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -739463.500000 Penalty: 2851.551270
	Iteration 16Q: 3 clusters Score -739463.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -739535.312500 Penalty: 2851.551270
	Iteration 17Q: 3 clusters Score -739535.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -739590.000000 Penalty: 2851.551270
	Iteration 18Q: 3 clusters Score -739590 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -739638.750000 Penalty: 2851.551270
	Iteration 19Q: 3 clusters Score -739638.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -739668.875000 Penalty: 2851.551270
	Iteration 20F: 3 clusters Score -739668.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -739690.437500 Penalty: 2851.551270
	Iteration 21Q: 3 clusters Score -739690.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -739710.250000 Penalty: 2851.551270
	Iteration 22Q: 3 clusters Score -739710.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -739714.750000 Penalty: 2851.551270
	Iteration 23Q: 3 clusters Score -739714.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -739717.750000 Penalty: 2851.551270
	Iteration 24Q: 3 clusters Score -739717.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -739722.125000 Penalty: 2851.551270
	Iteration 25Q: 3 clusters Score -739722.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -739724.500000 Penalty: 2851.551270
	Iteration 26Q: 3 clusters Score -739724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -739725.187500 Penalty: 2851.551270
	Iteration 27Q: 3 clusters Score -739725.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -739727.250000 Penalty: 2851.551270
	Iteration 28Q: 3 clusters Score -739727.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -739728.375000 Penalty: 2851.551270
	Iteration 29Q: 3 clusters Score -739728.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -739727.937500 Penalty: 2851.551270
	Iteration 30Q: 3 clusters Score -739727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -739729.000000 Penalty: 2851.551270
	Iteration 31Q: 3 clusters Score -739729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -739729.000000 Penalty: 2851.551270
	Iteration 32F: 3 clusters Score -739729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Entering Unmasked Estep 
Score: -777045.562500 Penalty: 1436.547241
	Iteration 0F: 2 clusters Score -777045.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -771884.000000 Penalty: 2873.094482
	Iteration 0F: 3 clusters Score -771884 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -773597.187500 Penalty: 2873.094482
	Iteration 1F: 3 clusters Score -773597.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -774042.687500 Penalty: 2873.094482
	Iteration 2F: 3 clusters Score -774042.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -774465.062500 Penalty: 2873.094482
	Iteration 3F: 3 clusters Score -774465.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -774896.750000 Penalty: 2873.094482
	Iteration 4F: 3 clusters Score -774896.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -775332.625000 Penalty: 2873.094482
	Iteration 5F: 3 clusters Score -775332.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -775750.187500 Penalty: 2873.094482
	Iteration 6F: 3 clusters Score -775750.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -776067.250000 Penalty: 2873.094482
	Iteration 7Q: 3 clusters Score -776067.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -776269.687500 Penalty: 2873.094482
	Iteration 8Q: 3 clusters Score -776269.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -776372.375000 Penalty: 2873.094482
	Iteration 9Q: 3 clusters Score -776372.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -776439.187500 Penalty: 2873.094482
	Iteration 10Q: 3 clusters Score -776439.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -776485.375000 Penalty: 2873.094482
	Iteration 11Q: 3 clusters Score -776485.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -776529.875000 Penalty: 2873.094482
	Iteration 12Q: 3 clusters Score -776529.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -776547.687500 Penalty: 2873.094482
	Iteration 13Q: 3 clusters Score -776547.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -776567.625000 Penalty: 2873.094482
	Iteration 14Q: 3 clusters Score -776567.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -776582.750000 Penalty: 2873.094482
	Iteration 15Q: 3 clusters Score -776582.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -776602.812500 Penalty: 2873.094482
	Iteration 16Q: 3 clusters Score -776602.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -776621.250000 Penalty: 2873.094482
	Iteration 17Q: 3 clusters Score -776621.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -776638.125000 Penalty: 2873.094482
	Iteration 18Q: 3 clusters Score -776638.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -776662.562500 Penalty: 2873.094482
	Iteration 19Q: 3 clusters Score -776662.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -776689.000000 Penalty: 2873.094482
	Iteration 20F: 3 clusters Score -776689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -776718.062500 Penalty: 2873.094482
	Iteration 21Q: 3 clusters Score -776718.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -776747.000000 Penalty: 2873.094482
	Iteration 22Q: 3 clusters Score -776747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -776763.062500 Penalty: 2873.094482
	Iteration 23Q: 3 clusters Score -776763.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -776774.687500 Penalty: 2873.094482
	Iteration 24Q: 3 clusters Score -776774.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -776779.687500 Penalty: 2873.094482
	Iteration 25Q: 3 clusters Score -776779.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -776784.187500 Penalty: 2873.094482
	Iteration 26Q: 3 clusters Score -776784.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -776789.687500 Penalty: 2873.094482
	Iteration 27Q: 3 clusters Score -776789.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -776797.687500 Penalty: 2873.094482
	Iteration 28Q: 3 clusters Score -776797.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -776804.937500 Penalty: 2873.094482
	Iteration 29Q: 3 clusters Score -776804.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -776817.500000 Penalty: 2873.094482
	Iteration 30Q: 3 clusters Score -776817.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -776832.437500 Penalty: 2873.094482
	Iteration 31Q: 3 clusters Score -776832.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -776852.437500 Penalty: 2873.094482
	Iteration 32Q: 3 clusters Score -776852.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -776871.687500 Penalty: 2873.094482
	Iteration 33Q: 3 clusters Score -776871.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -776892.250000 Penalty: 2873.094482
	Iteration 34Q: 3 clusters Score -776892.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -776919.937500 Penalty: 2873.094482
	Iteration 35Q: 3 clusters Score -776919.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -776947.687500 Penalty: 2873.094482
	Iteration 36Q: 3 clusters Score -776947.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -776980.812500 Penalty: 2873.094482
	Iteration 37Q: 3 clusters Score -776980.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -777021.812500 Penalty: 2873.094482
	Iteration 38Q: 3 clusters Score -777021.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -777061.875000 Penalty: 2873.094482
	Iteration 39Q: 3 clusters Score -777061.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -777103.375000 Penalty: 2873.094482
	Iteration 40F: 3 clusters Score -777103.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -777171.812500 Penalty: 2873.094482
	Iteration 41Q: 3 clusters Score -777171.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -777252.250000 Penalty: 2873.094482
	Iteration 42Q: 3 clusters Score -777252.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -777348.562500 Penalty: 2873.094482
	Iteration 43Q: 3 clusters Score -777348.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -777449.687500 Penalty: 2873.094482
	Iteration 44Q: 3 clusters Score -777449.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -777532.875000 Penalty: 2873.094482
	Iteration 45Q: 3 clusters Score -777532.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -777623.375000 Penalty: 2873.094482
	Iteration 46Q: 3 clusters Score -777623.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -777690.687500 Penalty: 2873.094482
	Iteration 47Q: 3 clusters Score -777690.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -777755.250000 Penalty: 2873.094482
	Iteration 48Q: 3 clusters Score -777755.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -777784.937500 Penalty: 2873.094482
	Iteration 49Q: 3 clusters Score -777784.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -777801.187500 Penalty: 2873.094482
	Iteration 50Q: 3 clusters Score -777801.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -777817.875000 Penalty: 2873.094482
	Iteration 51Q: 3 clusters Score -777817.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -777827.000000 Penalty: 2873.094482
	Iteration 52Q: 3 clusters Score -777827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -777838.062500 Penalty: 2873.094482
	Iteration 53Q: 3 clusters Score -777838.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -777843.312500 Penalty: 2873.094482
	Iteration 54Q: 3 clusters Score -777843.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -777846.062500 Penalty: 2873.094482
	Iteration 55Q: 3 clusters Score -777846.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -777851.187500 Penalty: 2873.094482
	Iteration 56Q: 3 clusters Score -777851.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -777858.937500 Penalty: 2873.094482
	Iteration 57Q: 3 clusters Score -777858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -777860.812500 Penalty: 2873.094482
	Iteration 58Q: 3 clusters Score -777860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -777863.875000 Penalty: 2873.094482
	Iteration 59Q: 3 clusters Score -777863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -777914.625000 Penalty: 2873.094482
	Iteration 60F: 3 clusters Score -777914.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -777964.062500 Penalty: 2873.094482
	Iteration 61Q: 3 clusters Score -777964.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -777987.562500 Penalty: 2873.094482
	Iteration 62Q: 3 clusters Score -777987.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -778003.000000 Penalty: 2873.094482
	Iteration 63Q: 3 clusters Score -778003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -778007.937500 Penalty: 2873.094482
	Iteration 64Q: 3 clusters Score -778007.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -778012.187500 Penalty: 2873.094482
	Iteration 65Q: 3 clusters Score -778012.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -778010.500000 Penalty: 2873.094482
	Iteration 66Q: 3 clusters Score -778010.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -778011.875000 Penalty: 2873.094482
	Iteration 67Q: 3 clusters Score -778011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -778011.875000 Penalty: 2873.094482
	Iteration 68F: 3 clusters Score -778011.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 10648 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Entering Unmasked Estep 
Score: -40110280.000000 Penalty: 74870.703125
Splitting cluster 8 changes total score from -40108720.000000 to -40110280.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 9 (10571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Entering Unmasked Estep 
Score: -1197174.375000 Penalty: 1505.703857
	Iteration 0F: 2 clusters Score -1197174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1189609.125000 Penalty: 3011.407715
	Iteration 0F: 3 clusters Score -1189609 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1192213.000000 Penalty: 3011.407715
	Iteration 1F: 3 clusters Score -1192213 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1192649.875000 Penalty: 3011.407715
	Iteration 2F: 3 clusters Score -1192650 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1193095.625000 Penalty: 3011.407715
	Iteration 3F: 3 clusters Score -1193096 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1193607.375000 Penalty: 3011.407715
	Iteration 4F: 3 clusters Score -1193607 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1194114.500000 Penalty: 3011.407715
	Iteration 5F: 3 clusters Score -1194114 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1194602.750000 Penalty: 3011.407715
	Iteration 6F: 3 clusters Score -1194603 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1195055.000000 Penalty: 3011.407715
	Iteration 7F: 3 clusters Score -1195055 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1195379.250000 Penalty: 3011.407715
	Iteration 8Q: 3 clusters Score -1195379 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1195632.000000 Penalty: 3011.407715
	Iteration 9Q: 3 clusters Score -1195632 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1195784.250000 Penalty: 3011.407715
	Iteration 10Q: 3 clusters Score -1195784 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1195875.750000 Penalty: 3011.407715
	Iteration 11Q: 3 clusters Score -1195876 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -1195948.500000 Penalty: 3011.407715
	Iteration 12Q: 3 clusters Score -1195948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1196005.250000 Penalty: 3011.407715
	Iteration 13Q: 3 clusters Score -1196005 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1196053.000000 Penalty: 3011.407715
	Iteration 14Q: 3 clusters Score -1196053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1196098.625000 Penalty: 3011.407715
	Iteration 15Q: 3 clusters Score -1196099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -1196124.625000 Penalty: 3011.407715
	Iteration 16Q: 3 clusters Score -1196125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1196155.875000 Penalty: 3011.407715
	Iteration 17Q: 3 clusters Score -1196156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1196189.375000 Penalty: 3011.407715
	Iteration 18Q: 3 clusters Score -1196189 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1196232.875000 Penalty: 3011.407715
	Iteration 19Q: 3 clusters Score -1196233 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1196275.500000 Penalty: 3011.407715
	Iteration 20F: 3 clusters Score -1196276 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1196326.125000 Penalty: 3011.407715
	Iteration 21Q: 3 clusters Score -1196326 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1196378.375000 Penalty: 3011.407715
	Iteration 22Q: 3 clusters Score -1196378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1196417.750000 Penalty: 3011.407715
	Iteration 23Q: 3 clusters Score -1196418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1196435.000000 Penalty: 3011.407715
	Iteration 24Q: 3 clusters Score -1196435 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1196448.500000 Penalty: 3011.407715
	Iteration 25Q: 3 clusters Score -1196448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1196454.375000 Penalty: 3011.407715
	Iteration 26Q: 3 clusters Score -1196454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1196461.125000 Penalty: 3011.407715
	Iteration 27Q: 3 clusters Score -1196461 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1196462.250000 Penalty: 3011.407715
	Iteration 28Q: 3 clusters Score -1196462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1196464.000000 Penalty: 3011.407715
	Iteration 29Q: 3 clusters Score -1196464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1196468.250000 Penalty: 3011.407715
	Iteration 30Q: 3 clusters Score -1196468 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1196468.750000 Penalty: 3011.407715
	Iteration 31Q: 3 clusters Score -1196469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1196469.375000 Penalty: 3011.407715
	Iteration 32Q: 3 clusters Score -1196469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1196472.875000 Penalty: 3011.407715
	Iteration 33Q: 3 clusters Score -1196473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1196475.500000 Penalty: 3011.407715
	Iteration 34Q: 3 clusters Score -1196476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1196478.250000 Penalty: 3011.407715
	Iteration 35Q: 3 clusters Score -1196478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1196481.250000 Penalty: 3011.407715
	Iteration 36Q: 3 clusters Score -1196481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1196480.375000 Penalty: 3011.407715
	Iteration 37Q: 3 clusters Score -1196480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1196482.250000 Penalty: 3011.407715
	Iteration 38Q: 3 clusters Score -1196482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1196482.125000 Penalty: 3011.407715
	Iteration 39Q: 3 clusters Score -1196482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1196486.125000 Penalty: 3011.407715
	Iteration 40F: 3 clusters Score -1196486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1196486.625000 Penalty: 3011.407715
	Iteration 41Q: 3 clusters Score -1196487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1196487.125000 Penalty: 3011.407715
	Iteration 42Q: 3 clusters Score -1196487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1196487.125000 Penalty: 3011.407715
	Iteration 43F: 3 clusters Score -1196487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Entering Unmasked Estep 
Score: -39527.300781 Penalty: 1039.229980
	Iteration 0F: 2 clusters Score -39527.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38524.882812 Penalty: 2078.459961
	Iteration 0F: 3 clusters Score -38524.88 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -38897.480469 Penalty: 2078.459961
	Iteration 1F: 3 clusters Score -38897.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -39113.003906 Penalty: 2078.459961
	Iteration 2F: 3 clusters Score -39113 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -39226.812500 Penalty: 2078.459961
	Iteration 3F: 3 clusters Score -39226.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -39260.875000 Penalty: 2078.459961
	Iteration 4Q: 3 clusters Score -39260.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -39307.636719 Penalty: 2078.459961
	Iteration 5Q: 3 clusters Score -39307.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -39313.246094 Penalty: 2078.459961
	Iteration 6Q: 3 clusters Score -39313.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -39315.988281 Penalty: 2078.459961
	Iteration 7Q: 3 clusters Score -39315.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -39318.156250 Penalty: 2078.459961
	Iteration 8Q: 3 clusters Score -39318.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -39319.523438 Penalty: 2078.459961
	Iteration 9Q: 3 clusters Score -39319.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -39319.523438 Penalty: 2078.459961
	Iteration 10F: 3 clusters Score -39319.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Entering Unmasked Estep 
Score: -595375.062500 Penalty: 1390.229736
	Iteration 0F: 2 clusters Score -595375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -591257.812500 Penalty: 2780.459473
	Iteration 0F: 3 clusters Score -591257.8 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -592370.312500 Penalty: 2780.459473
	Iteration 1F: 3 clusters Score -592370.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -592529.937500 Penalty: 2780.459473
	Iteration 2F: 3 clusters Score -592529.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -592637.875000 Penalty: 2780.459473
	Iteration 3Q: 3 clusters Score -592637.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -592722.125000 Penalty: 2780.459473
	Iteration 4Q: 3 clusters Score -592722.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -592791.500000 Penalty: 2780.459473
	Iteration 5Q: 3 clusters Score -592791.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -592853.000000 Penalty: 2780.459473
	Iteration 6Q: 3 clusters Score -592853 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -592905.500000 Penalty: 2780.459473
	Iteration 7Q: 3 clusters Score -592905.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -592947.437500 Penalty: 2780.459473
	Iteration 8Q: 3 clusters Score -592947.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -592995.062500 Penalty: 2780.459473
	Iteration 9Q: 3 clusters Score -592995.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -593041.625000 Penalty: 2780.459473
	Iteration 10Q: 3 clusters Score -593041.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -593093.562500 Penalty: 2780.459473
	Iteration 11Q: 3 clusters Score -593093.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -593157.500000 Penalty: 2780.459473
	Iteration 12Q: 3 clusters Score -593157.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -593233.875000 Penalty: 2780.459473
	Iteration 13Q: 3 clusters Score -593233.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -593318.875000 Penalty: 2780.459473
	Iteration 14Q: 3 clusters Score -593318.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -593396.562500 Penalty: 2780.459473
	Iteration 15Q: 3 clusters Score -593396.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -593452.187500 Penalty: 2780.459473
	Iteration 16Q: 3 clusters Score -593452.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -593497.500000 Penalty: 2780.459473
	Iteration 17Q: 3 clusters Score -593497.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -593536.937500 Penalty: 2780.459473
	Iteration 18Q: 3 clusters Score -593536.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -593571.375000 Penalty: 2780.459473
	Iteration 19Q: 3 clusters Score -593571.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -593603.125000 Penalty: 2780.459473
	Iteration 20F: 3 clusters Score -593603.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -593630.687500 Penalty: 2780.459473
	Iteration 21Q: 3 clusters Score -593630.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -593653.062500 Penalty: 2780.459473
	Iteration 22Q: 3 clusters Score -593653.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -593672.875000 Penalty: 2780.459473
	Iteration 23Q: 3 clusters Score -593672.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -593693.437500 Penalty: 2780.459473
	Iteration 24Q: 3 clusters Score -593693.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -593723.562500 Penalty: 2780.459473
	Iteration 25Q: 3 clusters Score -593723.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -593761.437500 Penalty: 2780.459473
	Iteration 26Q: 3 clusters Score -593761.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -593804.062500 Penalty: 2780.459473
	Iteration 27Q: 3 clusters Score -593804.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -593851.062500 Penalty: 2780.459473
	Iteration 28Q: 3 clusters Score -593851.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -593891.937500 Penalty: 2780.459473
	Iteration 29Q: 3 clusters Score -593891.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -593925.562500 Penalty: 2780.459473
	Iteration 30Q: 3 clusters Score -593925.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -593961.687500 Penalty: 2780.459473
	Iteration 31Q: 3 clusters Score -593961.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -593987.187500 Penalty: 2780.459473
	Iteration 32Q: 3 clusters Score -593987.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -594005.187500 Penalty: 2780.459473
	Iteration 33Q: 3 clusters Score -594005.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -594020.000000 Penalty: 2780.459473
	Iteration 34Q: 3 clusters Score -594020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -594028.937500 Penalty: 2780.459473
	Iteration 35Q: 3 clusters Score -594028.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -594034.625000 Penalty: 2780.459473
	Iteration 36Q: 3 clusters Score -594034.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -594044.125000 Penalty: 2780.459473
	Iteration 37Q: 3 clusters Score -594044.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -594053.625000 Penalty: 2780.459473
	Iteration 38Q: 3 clusters Score -594053.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -594061.750000 Penalty: 2780.459473
	Iteration 39Q: 3 clusters Score -594061.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -594068.000000 Penalty: 2780.459473
	Iteration 40F: 3 clusters Score -594068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -594073.375000 Penalty: 2780.459473
	Iteration 41Q: 3 clusters Score -594073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -594077.687500 Penalty: 2780.459473
	Iteration 42Q: 3 clusters Score -594077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -594079.250000 Penalty: 2780.459473
	Iteration 43Q: 3 clusters Score -594079.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -594082.562500 Penalty: 2780.459473
	Iteration 44Q: 3 clusters Score -594082.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -594084.000000 Penalty: 2780.459473
	Iteration 45Q: 3 clusters Score -594084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -594086.000000 Penalty: 2780.459473
	Iteration 46Q: 3 clusters Score -594086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -594086.875000 Penalty: 2780.459473
	Iteration 47Q: 3 clusters Score -594086.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -594090.000000 Penalty: 2780.459473
	Iteration 48Q: 3 clusters Score -594090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -594090.375000 Penalty: 2780.459473
	Iteration 49Q: 3 clusters Score -594090.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -594092.687500 Penalty: 2780.459473
	Iteration 50Q: 3 clusters Score -594092.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -594095.250000 Penalty: 2780.459473
	Iteration 51Q: 3 clusters Score -594095.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -594097.125000 Penalty: 2780.459473
	Iteration 52Q: 3 clusters Score -594097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -594098.187500 Penalty: 2780.459473
	Iteration 53Q: 3 clusters Score -594098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -594099.937500 Penalty: 2780.459473
	Iteration 54Q: 3 clusters Score -594099.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -594101.312500 Penalty: 2780.459473
	Iteration 55Q: 3 clusters Score -594101.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -594103.875000 Penalty: 2780.459473
	Iteration 56Q: 3 clusters Score -594103.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -594103.812500 Penalty: 2780.459473
	Iteration 57Q: 3 clusters Score -594103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -594108.125000 Penalty: 2780.459473
	Iteration 58Q: 3 clusters Score -594108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -594114.937500 Penalty: 2780.459473
	Iteration 59Q: 3 clusters Score -594114.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -594120.250000 Penalty: 2780.459473
	Iteration 60F: 3 clusters Score -594120.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -594125.437500 Penalty: 2780.459473
	Iteration 61Q: 3 clusters Score -594125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -594131.187500 Penalty: 2780.459473
	Iteration 62Q: 3 clusters Score -594131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -594133.562500 Penalty: 2780.459473
	Iteration 63Q: 3 clusters Score -594133.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -594138.062500 Penalty: 2780.459473
	Iteration 64Q: 3 clusters Score -594138.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -594139.937500 Penalty: 2780.459473
	Iteration 65Q: 3 clusters Score -594139.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -594144.375000 Penalty: 2780.459473
	Iteration 66Q: 3 clusters Score -594144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -594146.625000 Penalty: 2780.459473
	Iteration 67Q: 3 clusters Score -594146.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -594146.312500 Penalty: 2780.459473
	Iteration 68Q: 3 clusters Score -594146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -594148.312500 Penalty: 2780.459473
	Iteration 69Q: 3 clusters Score -594148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -594151.000000 Penalty: 2780.459473
	Iteration 70Q: 3 clusters Score -594151 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -594151.000000 Penalty: 2780.459473
	Iteration 71F: 3 clusters Score -594151 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -146649.484375 Penalty: 1169.704834
	Iteration 0F: 2 clusters Score -146649.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -144993.515625 Penalty: 2339.409668
	Iteration 0F: 3 clusters Score -144993.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -145329.875000 Penalty: 2339.409668
	Iteration 1F: 3 clusters Score -145329.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -145435.828125 Penalty: 2339.409668
	Iteration 2F: 3 clusters Score -145435.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -145496.875000 Penalty: 2339.409668
	Iteration 3Q: 3 clusters Score -145496.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -145546.562500 Penalty: 2339.409668
	Iteration 4Q: 3 clusters Score -145546.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -145585.046875 Penalty: 2339.409668
	Iteration 5Q: 3 clusters Score -145585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -145624.078125 Penalty: 2339.409668
	Iteration 6Q: 3 clusters Score -145624.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -145667.343750 Penalty: 2339.409668
	Iteration 7Q: 3 clusters Score -145667.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -145700.609375 Penalty: 2339.409668
	Iteration 8Q: 3 clusters Score -145700.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -145743.875000 Penalty: 2339.409668
	Iteration 9Q: 3 clusters Score -145743.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -145779.109375 Penalty: 2339.409668
	Iteration 10Q: 3 clusters Score -145779.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -145809.656250 Penalty: 2339.409668
	Iteration 11Q: 3 clusters Score -145809.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -145859.687500 Penalty: 2339.409668
	Iteration 12Q: 3 clusters Score -145859.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -145935.171875 Penalty: 2339.409668
	Iteration 13Q: 3 clusters Score -145935.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -146025.593750 Penalty: 2339.409668
	Iteration 14Q: 3 clusters Score -146025.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -146138.187500 Penalty: 2339.409668
	Iteration 15Q: 3 clusters Score -146138.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -146302.875000 Penalty: 2339.409668
	Iteration 16Q: 3 clusters Score -146302.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -146429.468750 Penalty: 2339.409668
	Iteration 17Q: 3 clusters Score -146429.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -146498.765625 Penalty: 2339.409668
	Iteration 18Q: 3 clusters Score -146498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -146561.203125 Penalty: 2339.409668
	Iteration 19Q: 3 clusters Score -146561.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -146593.671875 Penalty: 2339.409668
	Iteration 20F: 3 clusters Score -146593.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -146615.875000 Penalty: 2339.409668
	Iteration 21Q: 3 clusters Score -146615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -146628.812500 Penalty: 2339.409668
	Iteration 22Q: 3 clusters Score -146628.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -146637.140625 Penalty: 2339.409668
	Iteration 23Q: 3 clusters Score -146637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -146641.140625 Penalty: 2339.409668
	Iteration 24Q: 3 clusters Score -146641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -146642.390625 Penalty: 2339.409668
	Iteration 25Q: 3 clusters Score -146642.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -146644.156250 Penalty: 2339.409668
	Iteration 26Q: 3 clusters Score -146644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -146645.218750 Penalty: 2339.409668
	Iteration 27Q: 3 clusters Score -146645.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -146645.218750 Penalty: 2339.409668
	Iteration 28F: 3 clusters Score -146645.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -197433.218750 Penalty: 1216.392456
	Iteration 0F: 2 clusters Score -197433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -195486.968750 Penalty: 2432.784912
	Iteration 0F: 3 clusters Score -195487 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -195871.078125 Penalty: 2432.784912
	Iteration 1F: 3 clusters Score -195871.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -195986.406250 Penalty: 2432.784912
	Iteration 2F: 3 clusters Score -195986.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -196062.890625 Penalty: 2432.784912
	Iteration 3Q: 3 clusters Score -196062.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -196118.109375 Penalty: 2432.784912
	Iteration 4Q: 3 clusters Score -196118.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -196163.484375 Penalty: 2432.784912
	Iteration 5Q: 3 clusters Score -196163.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -196202.296875 Penalty: 2432.784912
	Iteration 6Q: 3 clusters Score -196202.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -196239.406250 Penalty: 2432.784912
	Iteration 7Q: 3 clusters Score -196239.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -196278.500000 Penalty: 2432.784912
	Iteration 8Q: 3 clusters Score -196278.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -196303.703125 Penalty: 2432.784912
	Iteration 9Q: 3 clusters Score -196303.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -196335.453125 Penalty: 2432.784912
	Iteration 10Q: 3 clusters Score -196335.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196367.984375 Penalty: 2432.784912
	Iteration 11Q: 3 clusters Score -196368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -196406.703125 Penalty: 2432.784912
	Iteration 12Q: 3 clusters Score -196406.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -196449.546875 Penalty: 2432.784912
	Iteration 13Q: 3 clusters Score -196449.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -196493.031250 Penalty: 2432.784912
	Iteration 14Q: 3 clusters Score -196493 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -196529.062500 Penalty: 2432.784912
	Iteration 15Q: 3 clusters Score -196529.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -196575.140625 Penalty: 2432.784912
	Iteration 16Q: 3 clusters Score -196575.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -196609.640625 Penalty: 2432.784912
	Iteration 17Q: 3 clusters Score -196609.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -196629.562500 Penalty: 2432.784912
	Iteration 18Q: 3 clusters Score -196629.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -196654.453125 Penalty: 2432.784912
	Iteration 19Q: 3 clusters Score -196654.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -196684.609375 Penalty: 2432.784912
	Iteration 20F: 3 clusters Score -196684.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -196720.734375 Penalty: 2432.784912
	Iteration 21Q: 3 clusters Score -196720.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -196767.875000 Penalty: 2432.784912
	Iteration 22Q: 3 clusters Score -196767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -196797.296875 Penalty: 2432.784912
	Iteration 23Q: 3 clusters Score -196797.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -196838.296875 Penalty: 2432.784912
	Iteration 24Q: 3 clusters Score -196838.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -196886.500000 Penalty: 2432.784912
	Iteration 25Q: 3 clusters Score -196886.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -196916.171875 Penalty: 2432.784912
	Iteration 26Q: 3 clusters Score -196916.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -196958.734375 Penalty: 2432.784912
	Iteration 27Q: 3 clusters Score -196958.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -196989.750000 Penalty: 2432.784912
	Iteration 28Q: 3 clusters Score -196989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -196995.843750 Penalty: 2432.784912
	Iteration 29Q: 3 clusters Score -196995.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -196999.609375 Penalty: 2432.784912
	Iteration 30Q: 3 clusters Score -196999.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -197003.906250 Penalty: 2432.784912
	Iteration 31Q: 3 clusters Score -197003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -197005.218750 Penalty: 2432.784912
	Iteration 32Q: 3 clusters Score -197005.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -197007.156250 Penalty: 2432.784912
	Iteration 33Q: 3 clusters Score -197007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -197009.984375 Penalty: 2432.784912
	Iteration 34F: 3 clusters Score -197010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -197011.625000 Penalty: 2432.784912
	Iteration 35Q: 3 clusters Score -197011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -197012.140625 Penalty: 2432.784912
	Iteration 36Q: 3 clusters Score -197012.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -197012.140625 Penalty: 2432.784912
	Iteration 37F: 3 clusters Score -197012.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Entering Unmasked Estep 
Score: -1086697.000000 Penalty: 1486.504517
	Iteration 0F: 2 clusters Score -1086697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -1079968.000000 Penalty: 2973.009033
	Iteration 0F: 3 clusters Score -1079968 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1082060.000000 Penalty: 2973.009033
	Iteration 1F: 3 clusters Score -1082060 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1082283.625000 Penalty: 2973.009033
	Iteration 2F: 3 clusters Score -1082284 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1082446.625000 Penalty: 2973.009033
	Iteration 3Q: 3 clusters Score -1082447 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1082586.125000 Penalty: 2973.009033
	Iteration 4Q: 3 clusters Score -1082586 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1082716.250000 Penalty: 2973.009033
	Iteration 5Q: 3 clusters Score -1082716 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1082838.375000 Penalty: 2973.009033
	Iteration 6Q: 3 clusters Score -1082838 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1082977.000000 Penalty: 2973.009033
	Iteration 7Q: 3 clusters Score -1082977 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1083149.750000 Penalty: 2973.009033
	Iteration 8Q: 3 clusters Score -1083150 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1083374.625000 Penalty: 2973.009033
	Iteration 9Q: 3 clusters Score -1083375 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1083669.625000 Penalty: 2973.009033
	Iteration 10Q: 3 clusters Score -1083670 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1084003.125000 Penalty: 2973.009033
	Iteration 11F: 3 clusters Score -1084003 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1084347.375000 Penalty: 2973.009033
	Iteration 12Q: 3 clusters Score -1084347 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1084660.125000 Penalty: 2973.009033
	Iteration 13Q: 3 clusters Score -1084660 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1084913.250000 Penalty: 2973.009033
	Iteration 14Q: 3 clusters Score -1084913 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1085082.000000 Penalty: 2973.009033
	Iteration 15Q: 3 clusters Score -1085082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1085201.500000 Penalty: 2973.009033
	Iteration 16Q: 3 clusters Score -1085202 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1085270.250000 Penalty: 2973.009033
	Iteration 17Q: 3 clusters Score -1085270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1085316.500000 Penalty: 2973.009033
	Iteration 18Q: 3 clusters Score -1085316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1085352.500000 Penalty: 2973.009033
	Iteration 19Q: 3 clusters Score -1085352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1085388.875000 Penalty: 2973.009033
	Iteration 20F: 3 clusters Score -1085389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1085410.750000 Penalty: 2973.009033
	Iteration 21Q: 3 clusters Score -1085411 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1085433.250000 Penalty: 2973.009033
	Iteration 22Q: 3 clusters Score -1085433 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1085446.125000 Penalty: 2973.009033
	Iteration 23Q: 3 clusters Score -1085446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1085449.750000 Penalty: 2973.009033
	Iteration 24Q: 3 clusters Score -1085450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1085451.750000 Penalty: 2973.009033
	Iteration 25Q: 3 clusters Score -1085452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1085455.875000 Penalty: 2973.009033
	Iteration 26Q: 3 clusters Score -1085456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1085459.250000 Penalty: 2973.009033
	Iteration 27Q: 3 clusters Score -1085459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1085458.750000 Penalty: 2973.009033
	Iteration 28Q: 3 clusters Score -1085459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1085458.750000 Penalty: 2973.009033
	Iteration 29F: 3 clusters Score -1085459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Entering Unmasked Estep 
Score: -1188417.375000 Penalty: 1506.883179
	Iteration 0F: 2 clusters Score -1188417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1180815.500000 Penalty: 3013.766357
	Iteration 0F: 3 clusters Score -1180816 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1183384.125000 Penalty: 3013.766357
	Iteration 1F: 3 clusters Score -1183384 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1183897.375000 Penalty: 3013.766357
	Iteration 2F: 3 clusters Score -1183897 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1184565.500000 Penalty: 3013.766357
	Iteration 3F: 3 clusters Score -1184566 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1185377.250000 Penalty: 3013.766357
	Iteration 4F: 3 clusters Score -1185377 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1186163.375000 Penalty: 3013.766357
	Iteration 5F: 3 clusters Score -1186163 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1186903.750000 Penalty: 3013.766357
	Iteration 6F: 3 clusters Score -1186904 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1187521.500000 Penalty: 3013.766357
	Iteration 7F: 3 clusters Score -1187522 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1187931.875000 Penalty: 3013.766357
	Iteration 8Q: 3 clusters Score -1187932 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1188254.500000 Penalty: 3013.766357
	Iteration 9Q: 3 clusters Score -1188254 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1188511.500000 Penalty: 3013.766357
	Iteration 10Q: 3 clusters Score -1188512 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1188720.750000 Penalty: 3013.766357
	Iteration 11Q: 3 clusters Score -1188721 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1188848.000000 Penalty: 3013.766357
	Iteration 12Q: 3 clusters Score -1188848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1188918.875000 Penalty: 3013.766357
	Iteration 13Q: 3 clusters Score -1188919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1188953.500000 Penalty: 3013.766357
	Iteration 14Q: 3 clusters Score -1188954 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1188979.500000 Penalty: 3013.766357
	Iteration 15Q: 3 clusters Score -1188980 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1188990.875000 Penalty: 3013.766357
	Iteration 16Q: 3 clusters Score -1188991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1188999.875000 Penalty: 3013.766357
	Iteration 17Q: 3 clusters Score -1189000 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1189005.000000 Penalty: 3013.766357
	Iteration 18Q: 3 clusters Score -1189005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1189011.625000 Penalty: 3013.766357
	Iteration 19Q: 3 clusters Score -1189012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1189014.000000 Penalty: 3013.766357
	Iteration 20F: 3 clusters Score -1189014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1189015.500000 Penalty: 3013.766357
	Iteration 21Q: 3 clusters Score -1189016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1189016.875000 Penalty: 3013.766357
	Iteration 22Q: 3 clusters Score -1189017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1189020.250000 Penalty: 3013.766357
	Iteration 23Q: 3 clusters Score -1189020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1189024.875000 Penalty: 3013.766357
	Iteration 24Q: 3 clusters Score -1189025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1189030.000000 Penalty: 3013.766357
	Iteration 25Q: 3 clusters Score -1189030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1189030.500000 Penalty: 3013.766357
	Iteration 26Q: 3 clusters Score -1189030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1189031.875000 Penalty: 3013.766357
	Iteration 27Q: 3 clusters Score -1189032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1189033.750000 Penalty: 3013.766357
	Iteration 28Q: 3 clusters Score -1189034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1189033.875000 Penalty: 3013.766357
	Iteration 29Q: 3 clusters Score -1189034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1189033.875000 Penalty: 3013.766357
	Iteration 30Q: 3 clusters Score -1189034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1189034.750000 Penalty: 3013.766357
	Iteration 31Q: 3 clusters Score -1189035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1189038.125000 Penalty: 3013.766357
	Iteration 32Q: 3 clusters Score -1189038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1189038.875000 Penalty: 3013.766357
	Iteration 33Q: 3 clusters Score -1189039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1189038.875000 Penalty: 3013.766357
	Iteration 34Q: 3 clusters Score -1189039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1189039.750000 Penalty: 3013.766357
	Iteration 35Q: 3 clusters Score -1189040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1189040.000000 Penalty: 3013.766357
	Iteration 36Q: 3 clusters Score -1189040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1189041.125000 Penalty: 3013.766357
	Iteration 37Q: 3 clusters Score -1189041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1189041.125000 Penalty: 3013.766357
	Iteration 38F: 3 clusters Score -1189041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 7795 members 
Entering Unmasked Estep 
Score: -40110384.000000 Penalty: 76950.445312
Splitting cluster 15 changes total score from -40108720.000000 to -40110384.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 16 (91356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91356 members 
Entering Unmasked Estep 
Score: -10473048.000000 Penalty: 1856.159424
	Iteration 0F: 2 clusters Score -1.047305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -10412004.000000 Penalty: 3712.318848
	Iteration 0F: 3 clusters Score -1.0412e+07 nChanged 43531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 50330 members 
Entering Unmasked Estep 
Score: -10437687.000000 Penalty: 3712.318848
	Iteration 1F: 3 clusters Score -1.043769e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -10439127.000000 Penalty: 3712.318848
	Iteration 2Q: 3 clusters Score -1.043913e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 57324 members 
Entering Unmasked Estep 
Score: -10441412.000000 Penalty: 3712.318848
	Iteration 3F: 3 clusters Score -1.044141e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -10445518.000000 Penalty: 3712.318848
	Iteration 4F: 3 clusters Score -1.044552e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -10451887.000000 Penalty: 3712.318848
	Iteration 5F: 3 clusters Score -1.045189e+07 nChanged 7982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 78726 members 
Entering Unmasked Estep 
Score: -10459498.000000 Penalty: 3712.318848
	Iteration 6F: 3 clusters Score -1.04595e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 84894 members 
Entering Unmasked Estep 
Score: -10465718.000000 Penalty: 3712.318848
	Iteration 7F: 3 clusters Score -1.046572e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 88424 members 
Entering Unmasked Estep 
Score: -10469373.000000 Penalty: 3712.318848
	Iteration 8Q: 3 clusters Score -1.046937e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 90054 members 
Entering Unmasked Estep 
Score: -10470930.000000 Penalty: 3712.318848
	Iteration 9Q: 3 clusters Score -1.047093e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 90594 members 
Entering Unmasked Estep 
Score: -10471476.000000 Penalty: 3712.318848
	Iteration 10Q: 3 clusters Score -1.047148e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 90743 members 
Entering Unmasked Estep 
Score: -10471678.000000 Penalty: 3712.318848
	Iteration 11Q: 3 clusters Score -1.047168e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 90793 members 
Entering Unmasked Estep 
Score: -10471782.000000 Penalty: 3712.318848
	Iteration 12Q: 3 clusters Score -1.047178e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 90819 members 
Entering Unmasked Estep 
Score: -10471854.000000 Penalty: 3712.318848
	Iteration 13Q: 3 clusters Score -1.047185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 90823 members 
Entering Unmasked Estep 
Score: -10471885.000000 Penalty: 3712.318848
	Iteration 14Q: 3 clusters Score -1.047188e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 90827 members 
Entering Unmasked Estep 
Score: -10471902.000000 Penalty: 3712.318848
	Iteration 15Q: 3 clusters Score -1.04719e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 90822 members 
Entering Unmasked Estep 
Score: -10471903.000000 Penalty: 3712.318848
	Iteration 16Q: 3 clusters Score -1.04719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 90826 members 
Entering Unmasked Estep 
Score: -10471905.000000 Penalty: 3712.318848
	Iteration 17Q: 3 clusters Score -1.04719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -10471932.000000 Penalty: 3712.318848
	Iteration 18Q: 3 clusters Score -1.047193e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -10471941.000000 Penalty: 3712.318848
	Iteration 19Q: 3 clusters Score -1.047194e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -10471954.000000 Penalty: 3712.318848
	Iteration 20F: 3 clusters Score -1.047195e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 90832 members 
Entering Unmasked Estep 
Score: -10471960.000000 Penalty: 3712.318848
	Iteration 21Q: 3 clusters Score -1.047196e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 90833 members 
Entering Unmasked Estep 
Score: -10471966.000000 Penalty: 3712.318848
	Iteration 22Q: 3 clusters Score -1.047197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 90838 members 
Entering Unmasked Estep 
Score: -10471957.000000 Penalty: 3712.318848
	Iteration 23Q: 3 clusters Score -1.047196e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 90837 members 
Entering Unmasked Estep 
Score: -10471958.000000 Penalty: 3712.318848
	Iteration 24Q: 3 clusters Score -1.047196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 90839 members 
Entering Unmasked Estep 
Score: -10471964.000000 Penalty: 3712.318848
	Iteration 25Q: 3 clusters Score -1.047196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 90841 members 
Entering Unmasked Estep 
Score: -10471967.000000 Penalty: 3712.318848
	Iteration 26Q: 3 clusters Score -1.047197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -10471963.000000 Penalty: 3712.318848
	Iteration 27Q: 3 clusters Score -1.047196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 90842 members 
Entering Unmasked Estep 
Score: -10471963.000000 Penalty: 3712.318848
	Iteration 28F: 3 clusters Score -1.047196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Entering Unmasked Estep 
Score: -1827015.125000 Penalty: 1572.506470
	Iteration 0F: 2 clusters Score -1827015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -1816047.875000 Penalty: 3145.012939
	Iteration 0F: 3 clusters Score -1816048 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1820115.750000 Penalty: 3145.012939
	Iteration 1F: 3 clusters Score -1820116 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -1820704.625000 Penalty: 3145.012939
	Iteration 2F: 3 clusters Score -1820705 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1821411.250000 Penalty: 3145.012939
	Iteration 3F: 3 clusters Score -1821411 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1822243.375000 Penalty: 3145.012939
	Iteration 4F: 3 clusters Score -1822243 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1823142.250000 Penalty: 3145.012939
	Iteration 5F: 3 clusters Score -1823142 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1823984.375000 Penalty: 3145.012939
	Iteration 6F: 3 clusters Score -1823984 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1824640.000000 Penalty: 3145.012939
	Iteration 7F: 3 clusters Score -1824640 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1825041.125000 Penalty: 3145.012939
	Iteration 8Q: 3 clusters Score -1825041 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1825243.500000 Penalty: 3145.012939
	Iteration 9Q: 3 clusters Score -1825244 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1825349.875000 Penalty: 3145.012939
	Iteration 10Q: 3 clusters Score -1825350 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1825403.500000 Penalty: 3145.012939
	Iteration 11Q: 3 clusters Score -1825404 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1825433.500000 Penalty: 3145.012939
	Iteration 12Q: 3 clusters Score -1825434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1825448.500000 Penalty: 3145.012939
	Iteration 13Q: 3 clusters Score -1825448 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1825459.375000 Penalty: 3145.012939
	Iteration 14Q: 3 clusters Score -1825459 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1825461.500000 Penalty: 3145.012939
	Iteration 15Q: 3 clusters Score -1825462 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1825467.875000 Penalty: 3145.012939
	Iteration 16Q: 3 clusters Score -1825468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1825474.250000 Penalty: 3145.012939
	Iteration 17Q: 3 clusters Score -1825474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1825475.750000 Penalty: 3145.012939
	Iteration 18Q: 3 clusters Score -1825476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1825480.125000 Penalty: 3145.012939
	Iteration 19Q: 3 clusters Score -1825480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1825481.375000 Penalty: 3145.012939
	Iteration 20F: 3 clusters Score -1825481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1825478.500000 Penalty: 3145.012939
	Iteration 21Q: 3 clusters Score -1825478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1825480.500000 Penalty: 3145.012939
	Iteration 22Q: 3 clusters Score -1825480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1825483.000000 Penalty: 3145.012939
	Iteration 23Q: 3 clusters Score -1825483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1825484.250000 Penalty: 3145.012939
	Iteration 24Q: 3 clusters Score -1825484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1825481.000000 Penalty: 3145.012939
	Iteration 25Q: 3 clusters Score -1825481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1825484.375000 Penalty: 3145.012939
	Iteration 26Q: 3 clusters Score -1825484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1825482.375000 Penalty: 3145.012939
	Iteration 27Q: 3 clusters Score -1825482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1825482.625000 Penalty: 3145.012939
	Iteration 28Q: 3 clusters Score -1825483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1825481.750000 Penalty: 3145.012939
	Iteration 29Q: 3 clusters Score -1825482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1825485.875000 Penalty: 3145.012939
	Iteration 30Q: 3 clusters Score -1825486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1825486.000000 Penalty: 3145.012939
	Iteration 31Q: 3 clusters Score -1825486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1825492.375000 Penalty: 3145.012939
	Iteration 32Q: 3 clusters Score -1825492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1825490.250000 Penalty: 3145.012939
	Iteration 33Q: 3 clusters Score -1825490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1825492.125000 Penalty: 3145.012939
	Iteration 34Q: 3 clusters Score -1825492 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -1825490.250000 Penalty: 3145.012939
	Iteration 35Q: 3 clusters Score -1825490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -1825499.750000 Penalty: 3145.012939
	Iteration 36Q: 3 clusters Score -1825500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1825494.375000 Penalty: 3145.012939
	Iteration 37Q: 3 clusters Score -1825494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1825496.500000 Penalty: 3145.012939
	Iteration 38Q: 3 clusters Score -1825496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -1825499.875000 Penalty: 3145.012939
	Iteration 39Q: 3 clusters Score -1825500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -1825505.500000 Penalty: 3145.012939
	Iteration 40F: 3 clusters Score -1825506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1825504.125000 Penalty: 3145.012939
	Iteration 41Q: 3 clusters Score -1825504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1825503.875000 Penalty: 3145.012939
	Iteration 42Q: 3 clusters Score -1825504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1825500.500000 Penalty: 3145.012939
	Iteration 43Q: 3 clusters Score -1825500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1825500.500000 Penalty: 3145.012939
	Iteration 44Q: 3 clusters Score -1825500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1825502.750000 Penalty: 3145.012939
	Iteration 45Q: 3 clusters Score -1825503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1825508.125000 Penalty: 3145.012939
	Iteration 46Q: 3 clusters Score -1825508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1825505.250000 Penalty: 3145.012939
	Iteration 47Q: 3 clusters Score -1825505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1825508.750000 Penalty: 3145.012939
	Iteration 48Q: 3 clusters Score -1825509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1825505.500000 Penalty: 3145.012939
	Iteration 49Q: 3 clusters Score -1825506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1825507.000000 Penalty: 3145.012939
	Iteration 50Q: 3 clusters Score -1825507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1825509.000000 Penalty: 3145.012939
	Iteration 51Q: 3 clusters Score -1825509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1825507.750000 Penalty: 3145.012939
	Iteration 52Q: 3 clusters Score -1825508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1825505.500000 Penalty: 3145.012939
	Iteration 53Q: 3 clusters Score -1825506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1825503.875000 Penalty: 3145.012939
	Iteration 54Q: 3 clusters Score -1825504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1825502.625000 Penalty: 3145.012939
	Iteration 55Q: 3 clusters Score -1825503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1825505.000000 Penalty: 3145.012939
	Iteration 56Q: 3 clusters Score -1825505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1825507.500000 Penalty: 3145.012939
	Iteration 57Q: 3 clusters Score -1825508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1825508.500000 Penalty: 3145.012939
	Iteration 58Q: 3 clusters Score -1825508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1825505.750000 Penalty: 3145.012939
	Iteration 59Q: 3 clusters Score -1825506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1825505.750000 Penalty: 3145.012939
	Iteration 60F: 3 clusters Score -1825506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Entering Unmasked Estep 
Score: -594429.187500 Penalty: 1406.868286
	Iteration 0F: 2 clusters Score -594429.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -589907.875000 Penalty: 2813.736572
	Iteration 0F: 3 clusters Score -589907.9 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -591617.625000 Penalty: 2813.736572
	Iteration 1F: 3 clusters Score -591617.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -592471.875000 Penalty: 2813.736572
	Iteration 2F: 3 clusters Score -592471.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -593625.812500 Penalty: 2813.736572
	Iteration 3F: 3 clusters Score -593625.8 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -594641.812500 Penalty: 2813.736572
	Iteration 4F: 3 clusters Score -594641.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -595418.812500 Penalty: 2813.736572
	Iteration 5F: 3 clusters Score -595418.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -595914.500000 Penalty: 2813.736572
	Iteration 6F: 3 clusters Score -595914.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -596262.312500 Penalty: 2813.736572
	Iteration 7Q: 3 clusters Score -596262.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -596560.437500 Penalty: 2813.736572
	Iteration 8Q: 3 clusters Score -596560.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -596791.500000 Penalty: 2813.736572
	Iteration 9Q: 3 clusters Score -596791.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -596875.625000 Penalty: 2813.736572
	Iteration 10Q: 3 clusters Score -596875.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -596898.625000 Penalty: 2813.736572
	Iteration 11Q: 3 clusters Score -596898.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -596910.687500 Penalty: 2813.736572
	Iteration 12Q: 3 clusters Score -596910.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -596919.187500 Penalty: 2813.736572
	Iteration 13Q: 3 clusters Score -596919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -596920.875000 Penalty: 2813.736572
	Iteration 14Q: 3 clusters Score -596920.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -596923.437500 Penalty: 2813.736572
	Iteration 15Q: 3 clusters Score -596923.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -596924.562500 Penalty: 2813.736572
	Iteration 16Q: 3 clusters Score -596924.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -596925.375000 Penalty: 2813.736572
	Iteration 17Q: 3 clusters Score -596925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -596925.375000 Penalty: 2813.736572
	Iteration 18F: 3 clusters Score -596925.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 10005 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 7795 members 
Mstep: Class 38 contains 813 members 
Entering Unmasked Estep 
Score: -40112172.000000 Penalty: 79030.187500
Splitting cluster 18 changes total score from -40108720.000000 to -40112172.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (44104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Entering Unmasked Estep 
Score: -5143714.000000 Penalty: 1737.824585
	Iteration 0F: 2 clusters Score -5143714 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 22126 members 
Entering Unmasked Estep 
Score: -5114358.000000 Penalty: 3475.649170
	Iteration 0F: 3 clusters Score -5114358 nChanged 20635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -5125964.000000 Penalty: 3475.649170
	Iteration 1F: 3 clusters Score -5125964 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -5126505.500000 Penalty: 3475.649170
	Iteration 2Q: 3 clusters Score -5126506 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -5127082.000000 Penalty: 3475.649170
	Iteration 3Q: 3 clusters Score -5127082 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5127796.000000 Penalty: 3475.649170
	Iteration 4Q: 3 clusters Score -5127796 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -5128711.000000 Penalty: 3475.649170
	Iteration 5Q: 3 clusters Score -5128711 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -5129873.000000 Penalty: 3475.649170
	Iteration 6Q: 3 clusters Score -5129873 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -5131504.000000 Penalty: 3475.649170
	Iteration 7F: 3 clusters Score -5131504 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -5133410.500000 Penalty: 3475.649170
	Iteration 8F: 3 clusters Score -5133410 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -5135106.500000 Penalty: 3475.649170
	Iteration 9F: 3 clusters Score -5135106 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -5136349.000000 Penalty: 3475.649170
	Iteration 10Q: 3 clusters Score -5136349 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -5137179.000000 Penalty: 3475.649170
	Iteration 11Q: 3 clusters Score -5137179 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 33426 members 
Entering Unmasked Estep 
Score: -5137674.500000 Penalty: 3475.649170
	Iteration 12Q: 3 clusters Score -5137674 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -5138070.000000 Penalty: 3475.649170
	Iteration 13Q: 3 clusters Score -5138070 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -5138408.500000 Penalty: 3475.649170
	Iteration 14Q: 3 clusters Score -5138408 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -5138774.500000 Penalty: 3475.649170
	Iteration 15Q: 3 clusters Score -5138774 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -5139149.000000 Penalty: 3475.649170
	Iteration 16Q: 3 clusters Score -5139149 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -5139477.000000 Penalty: 3475.649170
	Iteration 17Q: 3 clusters Score -5139477 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -5139801.500000 Penalty: 3475.649170
	Iteration 18Q: 3 clusters Score -5139802 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -5140139.500000 Penalty: 3475.649170
	Iteration 19Q: 3 clusters Score -5140140 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -5140434.500000 Penalty: 3475.649170
	Iteration 20F: 3 clusters Score -5140434 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -5140711.000000 Penalty: 3475.649170
	Iteration 21Q: 3 clusters Score -5140711 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -5140993.500000 Penalty: 3475.649170
	Iteration 22Q: 3 clusters Score -5140994 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -5141288.000000 Penalty: 3475.649170
	Iteration 23Q: 3 clusters Score -5141288 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -5141475.000000 Penalty: 3475.649170
	Iteration 24Q: 3 clusters Score -5141475 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -5141644.000000 Penalty: 3475.649170
	Iteration 25Q: 3 clusters Score -5141644 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5141745.000000 Penalty: 3475.649170
	Iteration 26Q: 3 clusters Score -5141745 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5141860.500000 Penalty: 3475.649170
	Iteration 27Q: 3 clusters Score -5141860 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -5141947.000000 Penalty: 3475.649170
	Iteration 28Q: 3 clusters Score -5141947 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -5142022.500000 Penalty: 3475.649170
	Iteration 29Q: 3 clusters Score -5142022 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -5142079.000000 Penalty: 3475.649170
	Iteration 30Q: 3 clusters Score -5142079 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -5142128.500000 Penalty: 3475.649170
	Iteration 31Q: 3 clusters Score -5142128 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5142173.500000 Penalty: 3475.649170
	Iteration 32Q: 3 clusters Score -5142174 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -5142233.500000 Penalty: 3475.649170
	Iteration 33Q: 3 clusters Score -5142234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5142259.500000 Penalty: 3475.649170
	Iteration 34Q: 3 clusters Score -5142260 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5142287.500000 Penalty: 3475.649170
	Iteration 35Q: 3 clusters Score -5142288 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -5142308.000000 Penalty: 3475.649170
	Iteration 36Q: 3 clusters Score -5142308 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -5142327.000000 Penalty: 3475.649170
	Iteration 37Q: 3 clusters Score -5142327 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5142350.000000 Penalty: 3475.649170
	Iteration 38Q: 3 clusters Score -5142350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -5142355.500000 Penalty: 3475.649170
	Iteration 39Q: 3 clusters Score -5142356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -5142386.000000 Penalty: 3475.649170
	Iteration 40F: 3 clusters Score -5142386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 43110 members 
Entering Unmasked Estep 
Score: -5142409.500000 Penalty: 3475.649170
	Iteration 41Q: 3 clusters Score -5142410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -5142427.500000 Penalty: 3475.649170
	Iteration 42Q: 3 clusters Score -5142428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -5142439.500000 Penalty: 3475.649170
	Iteration 43Q: 3 clusters Score -5142440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -5142452.500000 Penalty: 3475.649170
	Iteration 44Q: 3 clusters Score -5142452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -5142458.000000 Penalty: 3475.649170
	Iteration 45Q: 3 clusters Score -5142458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -5142462.500000 Penalty: 3475.649170
	Iteration 46Q: 3 clusters Score -5142462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -5142459.500000 Penalty: 3475.649170
	Iteration 47Q: 3 clusters Score -5142460 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -5142467.500000 Penalty: 3475.649170
	Iteration 48Q: 3 clusters Score -5142468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -5142466.500000 Penalty: 3475.649170
	Iteration 49Q: 3 clusters Score -5142466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -5142468.000000 Penalty: 3475.649170
	Iteration 50Q: 3 clusters Score -5142468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -5142464.000000 Penalty: 3475.649170
	Iteration 51Q: 3 clusters Score -5142464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5142480.000000 Penalty: 3475.649170
	Iteration 52Q: 3 clusters Score -5142480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -5142475.500000 Penalty: 3475.649170
	Iteration 53Q: 3 clusters Score -5142476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -5142480.000000 Penalty: 3475.649170
	Iteration 54Q: 3 clusters Score -5142480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 43347 members 
Entering Unmasked Estep 
Score: -5142478.500000 Penalty: 3475.649170
	Iteration 55Q: 3 clusters Score -5142478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5142476.500000 Penalty: 3475.649170
	Iteration 56Q: 3 clusters Score -5142476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43357 members 
Entering Unmasked Estep 
Score: -5142476.000000 Penalty: 3475.649170
	Iteration 57Q: 3 clusters Score -5142476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -5142478.500000 Penalty: 3475.649170
	Iteration 58Q: 3 clusters Score -5142478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5142477.500000 Penalty: 3475.649170
	Iteration 59Q: 3 clusters Score -5142478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5142483.500000 Penalty: 3475.649170
	Iteration 60F: 3 clusters Score -5142484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5142489.000000 Penalty: 3475.649170
	Iteration 61Q: 3 clusters Score -5142489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -5142486.500000 Penalty: 3475.649170
	Iteration 62Q: 3 clusters Score -5142486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5142491.000000 Penalty: 3475.649170
	Iteration 63Q: 3 clusters Score -5142491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43405 members 
Entering Unmasked Estep 
Score: -5142490.500000 Penalty: 3475.649170
	Iteration 64Q: 3 clusters Score -5142490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -5142491.500000 Penalty: 3475.649170
	Iteration 65Q: 3 clusters Score -5142492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5142490.000000 Penalty: 3475.649170
	Iteration 66Q: 3 clusters Score -5142490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -5142493.500000 Penalty: 3475.649170
	Iteration 67Q: 3 clusters Score -5142494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -5142488.500000 Penalty: 3475.649170
	Iteration 68Q: 3 clusters Score -5142488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -5142492.500000 Penalty: 3475.649170
	Iteration 69Q: 3 clusters Score -5142492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5142492.500000 Penalty: 3475.649170
	Iteration 70Q: 3 clusters Score -5142492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -5142493.000000 Penalty: 3475.649170
	Iteration 71Q: 3 clusters Score -5142493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -5142493.500000 Penalty: 3475.649170
	Iteration 72Q: 3 clusters Score -5142494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5142497.500000 Penalty: 3475.649170
	Iteration 73Q: 3 clusters Score -5142498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5142499.000000 Penalty: 3475.649170
	Iteration 74Q: 3 clusters Score -5142499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -5142506.500000 Penalty: 3475.649170
	Iteration 75Q: 3 clusters Score -5142506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -5142504.500000 Penalty: 3475.649170
	Iteration 76Q: 3 clusters Score -5142504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5142505.000000 Penalty: 3475.649170
	Iteration 77Q: 3 clusters Score -5142505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -5142509.500000 Penalty: 3475.649170
	Iteration 78Q: 3 clusters Score -5142510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -5142513.500000 Penalty: 3475.649170
	Iteration 79Q: 3 clusters Score -5142514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -5142515.500000 Penalty: 3475.649170
	Iteration 80F: 3 clusters Score -5142516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43470 members 
Entering Unmasked Estep 
Score: -5142513.500000 Penalty: 3475.649170
	Iteration 81Q: 3 clusters Score -5142514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5142511.500000 Penalty: 3475.649170
	Iteration 82Q: 3 clusters Score -5142512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5142511.500000 Penalty: 3475.649170
	Iteration 83F: 3 clusters Score -5142512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Entering Unmasked Estep 
Score: -2412520.500000 Penalty: 1616.687012
	Iteration 0F: 2 clusters Score -2412520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2398372.500000 Penalty: 3233.374023
	Iteration 0F: 3 clusters Score -2398372 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2403478.750000 Penalty: 3233.374023
	Iteration 1F: 3 clusters Score -2403479 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2403748.250000 Penalty: 3233.374023
	Iteration 2Q: 3 clusters Score -2403748 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2404018.000000 Penalty: 3233.374023
	Iteration 3Q: 3 clusters Score -2404018 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2404341.000000 Penalty: 3233.374023
	Iteration 4Q: 3 clusters Score -2404341 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2404768.750000 Penalty: 3233.374023
	Iteration 5Q: 3 clusters Score -2404769 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -2405308.000000 Penalty: 3233.374023
	Iteration 6Q: 3 clusters Score -2405308 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2405931.750000 Penalty: 3233.374023
	Iteration 7Q: 3 clusters Score -2405932 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2406640.000000 Penalty: 3233.374023
	Iteration 8F: 3 clusters Score -2406640 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -2407389.500000 Penalty: 3233.374023
	Iteration 9F: 3 clusters Score -2407390 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -2408020.250000 Penalty: 3233.374023
	Iteration 10Q: 3 clusters Score -2408020 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2408584.250000 Penalty: 3233.374023
	Iteration 11Q: 3 clusters Score -2408584 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2409052.500000 Penalty: 3233.374023
	Iteration 12Q: 3 clusters Score -2409052 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2409400.250000 Penalty: 3233.374023
	Iteration 13Q: 3 clusters Score -2409400 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -2409661.000000 Penalty: 3233.374023
	Iteration 14Q: 3 clusters Score -2409661 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2409904.750000 Penalty: 3233.374023
	Iteration 15Q: 3 clusters Score -2409905 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2410078.500000 Penalty: 3233.374023
	Iteration 16Q: 3 clusters Score -2410078 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2410238.750000 Penalty: 3233.374023
	Iteration 17Q: 3 clusters Score -2410239 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2410376.750000 Penalty: 3233.374023
	Iteration 18Q: 3 clusters Score -2410377 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2410496.000000 Penalty: 3233.374023
	Iteration 19Q: 3 clusters Score -2410496 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2410596.500000 Penalty: 3233.374023
	Iteration 20F: 3 clusters Score -2410596 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2410676.500000 Penalty: 3233.374023
	Iteration 21Q: 3 clusters Score -2410676 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2410756.500000 Penalty: 3233.374023
	Iteration 22Q: 3 clusters Score -2410756 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2410800.250000 Penalty: 3233.374023
	Iteration 23Q: 3 clusters Score -2410800 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2410827.500000 Penalty: 3233.374023
	Iteration 24Q: 3 clusters Score -2410828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2410870.250000 Penalty: 3233.374023
	Iteration 25Q: 3 clusters Score -2410870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2410922.500000 Penalty: 3233.374023
	Iteration 26Q: 3 clusters Score -2410922 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2410965.250000 Penalty: 3233.374023
	Iteration 27Q: 3 clusters Score -2410965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2410984.750000 Penalty: 3233.374023
	Iteration 28Q: 3 clusters Score -2410985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2411002.000000 Penalty: 3233.374023
	Iteration 29Q: 3 clusters Score -2411002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2411020.750000 Penalty: 3233.374023
	Iteration 30Q: 3 clusters Score -2411021 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2411039.000000 Penalty: 3233.374023
	Iteration 31Q: 3 clusters Score -2411039 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2411055.000000 Penalty: 3233.374023
	Iteration 32Q: 3 clusters Score -2411055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2411067.000000 Penalty: 3233.374023
	Iteration 33Q: 3 clusters Score -2411067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2411071.750000 Penalty: 3233.374023
	Iteration 34Q: 3 clusters Score -2411072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2411073.750000 Penalty: 3233.374023
	Iteration 35Q: 3 clusters Score -2411074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2411077.500000 Penalty: 3233.374023
	Iteration 36Q: 3 clusters Score -2411078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2411081.500000 Penalty: 3233.374023
	Iteration 37Q: 3 clusters Score -2411082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2411083.750000 Penalty: 3233.374023
	Iteration 38Q: 3 clusters Score -2411084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2411085.750000 Penalty: 3233.374023
	Iteration 39Q: 3 clusters Score -2411086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2411083.750000 Penalty: 3233.374023
	Iteration 40F: 3 clusters Score -2411084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -162862.718750 Penalty: 1185.004883
	Iteration 0F: 2 clusters Score -162862.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -161081.156250 Penalty: 2370.009766
	Iteration 0F: 3 clusters Score -161081.2 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161439.671875 Penalty: 2370.009766
	Iteration 1F: 3 clusters Score -161439.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -161599.593750 Penalty: 2370.009766
	Iteration 2F: 3 clusters Score -161599.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -161780.781250 Penalty: 2370.009766
	Iteration 3F: 3 clusters Score -161780.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -161912.906250 Penalty: 2370.009766
	Iteration 4F: 3 clusters Score -161912.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -162007.125000 Penalty: 2370.009766
	Iteration 5Q: 3 clusters Score -162007.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -162083.609375 Penalty: 2370.009766
	Iteration 6Q: 3 clusters Score -162083.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -162139.937500 Penalty: 2370.009766
	Iteration 7Q: 3 clusters Score -162139.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -162200.718750 Penalty: 2370.009766
	Iteration 8Q: 3 clusters Score -162200.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -162255.171875 Penalty: 2370.009766
	Iteration 9Q: 3 clusters Score -162255.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -162310.921875 Penalty: 2370.009766
	Iteration 10Q: 3 clusters Score -162310.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -162392.312500 Penalty: 2370.009766
	Iteration 11Q: 3 clusters Score -162392.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -162474.984375 Penalty: 2370.009766
	Iteration 12Q: 3 clusters Score -162475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -162525.031250 Penalty: 2370.009766
	Iteration 13Q: 3 clusters Score -162525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -162552.609375 Penalty: 2370.009766
	Iteration 14Q: 3 clusters Score -162552.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -162569.906250 Penalty: 2370.009766
	Iteration 15Q: 3 clusters Score -162569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -162579.015625 Penalty: 2370.009766
	Iteration 16Q: 3 clusters Score -162579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -162586.968750 Penalty: 2370.009766
	Iteration 17Q: 3 clusters Score -162587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162597.328125 Penalty: 2370.009766
	Iteration 18Q: 3 clusters Score -162597.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -162603.765625 Penalty: 2370.009766
	Iteration 19Q: 3 clusters Score -162603.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -162609.734375 Penalty: 2370.009766
	Iteration 20F: 3 clusters Score -162609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -162614.484375 Penalty: 2370.009766
	Iteration 21Q: 3 clusters Score -162614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162615.781250 Penalty: 2370.009766
	Iteration 22Q: 3 clusters Score -162615.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -162617.796875 Penalty: 2370.009766
	Iteration 23Q: 3 clusters Score -162617.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -162618.281250 Penalty: 2370.009766
	Iteration 24Q: 3 clusters Score -162618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162618.468750 Penalty: 2370.009766
	Iteration 25Q: 3 clusters Score -162618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -162618.468750 Penalty: 2370.009766
	Iteration 26F: 3 clusters Score -162618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Entering Unmasked Estep 
Score: -221042.500000 Penalty: 1231.946533
	Iteration 0F: 2 clusters Score -221042.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -218956.437500 Penalty: 2463.893066
	Iteration 0F: 3 clusters Score -218956.4 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -219448.468750 Penalty: 2463.893066
	Iteration 1F: 3 clusters Score -219448.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -219584.234375 Penalty: 2463.893066
	Iteration 2F: 3 clusters Score -219584.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -219666.156250 Penalty: 2463.893066
	Iteration 3F: 3 clusters Score -219666.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -219732.328125 Penalty: 2463.893066
	Iteration 4Q: 3 clusters Score -219732.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -219771.843750 Penalty: 2463.893066
	Iteration 5Q: 3 clusters Score -219771.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -219796.515625 Penalty: 2463.893066
	Iteration 6Q: 3 clusters Score -219796.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -219822.953125 Penalty: 2463.893066
	Iteration 7Q: 3 clusters Score -219823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -219841.718750 Penalty: 2463.893066
	Iteration 8Q: 3 clusters Score -219841.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -219850.859375 Penalty: 2463.893066
	Iteration 9Q: 3 clusters Score -219850.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -219855.468750 Penalty: 2463.893066
	Iteration 10Q: 3 clusters Score -219855.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -219858.078125 Penalty: 2463.893066
	Iteration 11Q: 3 clusters Score -219858.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -219859.828125 Penalty: 2463.893066
	Iteration 12Q: 3 clusters Score -219859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -219860.968750 Penalty: 2463.893066
	Iteration 13Q: 3 clusters Score -219861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -219862.906250 Penalty: 2463.893066
	Iteration 14Q: 3 clusters Score -219862.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219865.546875 Penalty: 2463.893066
	Iteration 15Q: 3 clusters Score -219865.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -219867.359375 Penalty: 2463.893066
	Iteration 16Q: 3 clusters Score -219867.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -219868.171875 Penalty: 2463.893066
	Iteration 17Q: 3 clusters Score -219868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -219868.656250 Penalty: 2463.893066
	Iteration 18Q: 3 clusters Score -219868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219869.109375 Penalty: 2463.893066
	Iteration 19Q: 3 clusters Score -219869.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -219869.109375 Penalty: 2463.893066
	Iteration 20F: 3 clusters Score -219869.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Entering Unmasked Estep 
Score: -1111788.875000 Penalty: 1496.761597
	Iteration 0F: 2 clusters Score -1111789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1104650.500000 Penalty: 2993.523193
	Iteration 0F: 3 clusters Score -1104650 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1107785.250000 Penalty: 2993.523193
	Iteration 1F: 3 clusters Score -1107785 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1109138.875000 Penalty: 2993.523193
	Iteration 2F: 3 clusters Score -1109139 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1110455.375000 Penalty: 2993.523193
	Iteration 3F: 3 clusters Score -1110455 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1111211.375000 Penalty: 2993.523193
	Iteration 4F: 3 clusters Score -1111211 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1111571.625000 Penalty: 2993.523193
	Iteration 5Q: 3 clusters Score -1111572 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1111819.125000 Penalty: 2993.523193
	Iteration 6Q: 3 clusters Score -1111819 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1111992.375000 Penalty: 2993.523193
	Iteration 7Q: 3 clusters Score -1111992 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1112147.625000 Penalty: 2993.523193
	Iteration 8Q: 3 clusters Score -1112148 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1112319.250000 Penalty: 2993.523193
	Iteration 9Q: 3 clusters Score -1112319 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1112548.375000 Penalty: 2993.523193
	Iteration 10Q: 3 clusters Score -1112548 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1112886.500000 Penalty: 2993.523193
	Iteration 11Q: 3 clusters Score -1112886 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1113073.250000 Penalty: 2993.523193
	Iteration 12Q: 3 clusters Score -1113073 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1113128.750000 Penalty: 2993.523193
	Iteration 13Q: 3 clusters Score -1113129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1113156.500000 Penalty: 2993.523193
	Iteration 14Q: 3 clusters Score -1113156 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1113172.000000 Penalty: 2993.523193
	Iteration 15Q: 3 clusters Score -1113172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1113187.125000 Penalty: 2993.523193
	Iteration 16Q: 3 clusters Score -1113187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1113192.625000 Penalty: 2993.523193
	Iteration 17Q: 3 clusters Score -1113193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1113194.125000 Penalty: 2993.523193
	Iteration 18Q: 3 clusters Score -1113194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1113195.000000 Penalty: 2993.523193
	Iteration 19Q: 3 clusters Score -1113195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1113193.125000 Penalty: 2993.523193
	Iteration 20F: 3 clusters Score -1113193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 8136 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 7795 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 8558 members 
Entering Unmasked Estep 
Score: -40112972.000000 Penalty: 81109.929688
Splitting cluster 23 changes total score from -40108720.000000 to -40112972.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 24 (1162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Entering Unmasked Estep 
Score: -121284.843750 Penalty: 1146.908447
	Iteration 0F: 2 clusters Score -121284.8 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 563 members 
Entering Unmasked Estep 
Score: -119768.921875 Penalty: 2293.816895
	Iteration 0F: 3 clusters Score -119768.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120229.171875 Penalty: 2293.816895
	Iteration 1F: 3 clusters Score -120229.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120398.398438 Penalty: 2293.816895
	Iteration 2F: 3 clusters Score -120398.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -120524.289062 Penalty: 2293.816895
	Iteration 3F: 3 clusters Score -120524.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120613.796875 Penalty: 2293.816895
	Iteration 4Q: 3 clusters Score -120613.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120697.031250 Penalty: 2293.816895
	Iteration 5Q: 3 clusters Score -120697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -120754.007812 Penalty: 2293.816895
	Iteration 6Q: 3 clusters Score -120754 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120782.281250 Penalty: 2293.816895
	Iteration 7Q: 3 clusters Score -120782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -120805.507812 Penalty: 2293.816895
	Iteration 8Q: 3 clusters Score -120805.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -120833.648438 Penalty: 2293.816895
	Iteration 9Q: 3 clusters Score -120833.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120858.679688 Penalty: 2293.816895
	Iteration 10Q: 3 clusters Score -120858.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120869.421875 Penalty: 2293.816895
	Iteration 11Q: 3 clusters Score -120869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120877.742188 Penalty: 2293.816895
	Iteration 12Q: 3 clusters Score -120877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120884.445312 Penalty: 2293.816895
	Iteration 13Q: 3 clusters Score -120884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -120888.492188 Penalty: 2293.816895
	Iteration 14Q: 3 clusters Score -120888.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120893.835938 Penalty: 2293.816895
	Iteration 15Q: 3 clusters Score -120893.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -120897.375000 Penalty: 2293.816895
	Iteration 16Q: 3 clusters Score -120897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120902.320312 Penalty: 2293.816895
	Iteration 17Q: 3 clusters Score -120902.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120908.367188 Penalty: 2293.816895
	Iteration 18Q: 3 clusters Score -120908.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120911.750000 Penalty: 2293.816895
	Iteration 19Q: 3 clusters Score -120911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -120913.890625 Penalty: 2293.816895
	Iteration 20F: 3 clusters Score -120913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120915.234375 Penalty: 2293.816895
	Iteration 21Q: 3 clusters Score -120915.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120917.078125 Penalty: 2293.816895
	Iteration 22Q: 3 clusters Score -120917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120923.546875 Penalty: 2293.816895
	Iteration 23Q: 3 clusters Score -120923.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -120929.593750 Penalty: 2293.816895
	Iteration 24Q: 3 clusters Score -120929.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120932.210938 Penalty: 2293.816895
	Iteration 25Q: 3 clusters Score -120932.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120936.710938 Penalty: 2293.816895
	Iteration 26Q: 3 clusters Score -120936.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -120937.945312 Penalty: 2293.816895
	Iteration 27Q: 3 clusters Score -120937.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -120938.632812 Penalty: 2293.816895
	Iteration 28Q: 3 clusters Score -120938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120939.929688 Penalty: 2293.816895
	Iteration 29Q: 3 clusters Score -120939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120939.929688 Penalty: 2293.816895
	Iteration 30F: 3 clusters Score -120939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Entering Unmasked Estep 
Score: -342534.906250 Penalty: 1303.880493
	Iteration 0F: 2 clusters Score -342534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -339744.812500 Penalty: 2607.760986
	Iteration 0F: 3 clusters Score -339744.8 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -340449.562500 Penalty: 2607.760986
	Iteration 1F: 3 clusters Score -340449.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -340581.437500 Penalty: 2607.760986
	Iteration 2F: 3 clusters Score -340581.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -340670.031250 Penalty: 2607.760986
	Iteration 3Q: 3 clusters Score -340670 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -340737.718750 Penalty: 2607.760986
	Iteration 4Q: 3 clusters Score -340737.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -340797.437500 Penalty: 2607.760986
	Iteration 5Q: 3 clusters Score -340797.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -340856.812500 Penalty: 2607.760986
	Iteration 6Q: 3 clusters Score -340856.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -340906.937500 Penalty: 2607.760986
	Iteration 7Q: 3 clusters Score -340906.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -340956.781250 Penalty: 2607.760986
	Iteration 8Q: 3 clusters Score -340956.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -341019.250000 Penalty: 2607.760986
	Iteration 9Q: 3 clusters Score -341019.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -341072.968750 Penalty: 2607.760986
	Iteration 10Q: 3 clusters Score -341073 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -341121.218750 Penalty: 2607.760986
	Iteration 11Q: 3 clusters Score -341121.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -341168.406250 Penalty: 2607.760986
	Iteration 12Q: 3 clusters Score -341168.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -341224.625000 Penalty: 2607.760986
	Iteration 13Q: 3 clusters Score -341224.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -341286.000000 Penalty: 2607.760986
	Iteration 14Q: 3 clusters Score -341286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -341359.031250 Penalty: 2607.760986
	Iteration 15Q: 3 clusters Score -341359 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -341430.437500 Penalty: 2607.760986
	Iteration 16Q: 3 clusters Score -341430.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -341515.281250 Penalty: 2607.760986
	Iteration 17Q: 3 clusters Score -341515.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -341604.531250 Penalty: 2607.760986
	Iteration 18Q: 3 clusters Score -341604.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -341657.687500 Penalty: 2607.760986
	Iteration 19Q: 3 clusters Score -341657.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -341697.500000 Penalty: 2607.760986
	Iteration 20F: 3 clusters Score -341697.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -341717.125000 Penalty: 2607.760986
	Iteration 21Q: 3 clusters Score -341717.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -341727.250000 Penalty: 2607.760986
	Iteration 22Q: 3 clusters Score -341727.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -341736.875000 Penalty: 2607.760986
	Iteration 23Q: 3 clusters Score -341736.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -341746.093750 Penalty: 2607.760986
	Iteration 24Q: 3 clusters Score -341746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -341753.125000 Penalty: 2607.760986
	Iteration 25Q: 3 clusters Score -341753.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -341757.156250 Penalty: 2607.760986
	Iteration 26Q: 3 clusters Score -341757.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -341761.687500 Penalty: 2607.760986
	Iteration 27Q: 3 clusters Score -341761.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -341764.875000 Penalty: 2607.760986
	Iteration 28Q: 3 clusters Score -341764.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -341768.843750 Penalty: 2607.760986
	Iteration 29Q: 3 clusters Score -341768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -341771.687500 Penalty: 2607.760986
	Iteration 30Q: 3 clusters Score -341771.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -341775.656250 Penalty: 2607.760986
	Iteration 31Q: 3 clusters Score -341775.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -341781.937500 Penalty: 2607.760986
	Iteration 32Q: 3 clusters Score -341781.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -341787.375000 Penalty: 2607.760986
	Iteration 33Q: 3 clusters Score -341787.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -341792.312500 Penalty: 2607.760986
	Iteration 34Q: 3 clusters Score -341792.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -341798.312500 Penalty: 2607.760986
	Iteration 35Q: 3 clusters Score -341798.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -341805.843750 Penalty: 2607.760986
	Iteration 36Q: 3 clusters Score -341805.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -341811.406250 Penalty: 2607.760986
	Iteration 37Q: 3 clusters Score -341811.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -341818.781250 Penalty: 2607.760986
	Iteration 38Q: 3 clusters Score -341818.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -341823.375000 Penalty: 2607.760986
	Iteration 39Q: 3 clusters Score -341823.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -341827.218750 Penalty: 2607.760986
	Iteration 40F: 3 clusters Score -341827.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -341833.875000 Penalty: 2607.760986
	Iteration 41Q: 3 clusters Score -341833.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -341841.062500 Penalty: 2607.760986
	Iteration 42Q: 3 clusters Score -341841.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -341847.281250 Penalty: 2607.760986
	Iteration 43Q: 3 clusters Score -341847.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -341850.718750 Penalty: 2607.760986
	Iteration 44Q: 3 clusters Score -341850.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -341854.187500 Penalty: 2607.760986
	Iteration 45Q: 3 clusters Score -341854.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -341856.500000 Penalty: 2607.760986
	Iteration 46Q: 3 clusters Score -341856.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -341857.875000 Penalty: 2607.760986
	Iteration 47Q: 3 clusters Score -341857.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -341859.437500 Penalty: 2607.760986
	Iteration 48Q: 3 clusters Score -341859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -341860.718750 Penalty: 2607.760986
	Iteration 49Q: 3 clusters Score -341860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -341860.281250 Penalty: 2607.760986
	Iteration 50Q: 3 clusters Score -341860.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -341860.281250 Penalty: 2607.760986
	Iteration 51F: 3 clusters Score -341860.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Entering Unmasked Estep 
Score: -907603.250000 Penalty: 1463.158813
	Iteration 0F: 2 clusters Score -907603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -901580.750000 Penalty: 2926.317627
	Iteration 0F: 3 clusters Score -901580.8 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -903469.187500 Penalty: 2926.317627
	Iteration 1F: 3 clusters Score -903469.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -903851.250000 Penalty: 2926.317627
	Iteration 2F: 3 clusters Score -903851.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -904210.812500 Penalty: 2926.317627
	Iteration 3F: 3 clusters Score -904210.8 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -904623.500000 Penalty: 2926.317627
	Iteration 4F: 3 clusters Score -904623.5 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -905104.375000 Penalty: 2926.317627
	Iteration 5F: 3 clusters Score -905104.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -905710.562500 Penalty: 2926.317627
	Iteration 6F: 3 clusters Score -905710.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -906389.312500 Penalty: 2926.317627
	Iteration 7F: 3 clusters Score -906389.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -906904.312500 Penalty: 2926.317627
	Iteration 8F: 3 clusters Score -906904.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -907196.750000 Penalty: 2926.317627
	Iteration 9Q: 3 clusters Score -907196.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -907383.250000 Penalty: 2926.317627
	Iteration 10Q: 3 clusters Score -907383.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -907503.687500 Penalty: 2926.317627
	Iteration 11Q: 3 clusters Score -907503.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -907566.562500 Penalty: 2926.317627
	Iteration 12Q: 3 clusters Score -907566.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -907605.125000 Penalty: 2926.317627
	Iteration 13Q: 3 clusters Score -907605.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -907649.625000 Penalty: 2926.317627
	Iteration 14Q: 3 clusters Score -907649.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -907691.250000 Penalty: 2926.317627
	Iteration 15Q: 3 clusters Score -907691.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -907721.750000 Penalty: 2926.317627
	Iteration 16Q: 3 clusters Score -907721.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -907758.125000 Penalty: 2926.317627
	Iteration 17Q: 3 clusters Score -907758.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -907801.437500 Penalty: 2926.317627
	Iteration 18Q: 3 clusters Score -907801.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -907858.187500 Penalty: 2926.317627
	Iteration 19Q: 3 clusters Score -907858.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -907901.312500 Penalty: 2926.317627
	Iteration 20F: 3 clusters Score -907901.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -907924.562500 Penalty: 2926.317627
	Iteration 21Q: 3 clusters Score -907924.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -907936.125000 Penalty: 2926.317627
	Iteration 22Q: 3 clusters Score -907936.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -907948.375000 Penalty: 2926.317627
	Iteration 23Q: 3 clusters Score -907948.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -907952.500000 Penalty: 2926.317627
	Iteration 24Q: 3 clusters Score -907952.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -907954.187500 Penalty: 2926.317627
	Iteration 25Q: 3 clusters Score -907954.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -907961.812500 Penalty: 2926.317627
	Iteration 26Q: 3 clusters Score -907961.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -907960.312500 Penalty: 2926.317627
	Iteration 27Q: 3 clusters Score -907960.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -907965.500000 Penalty: 2926.317627
	Iteration 28Q: 3 clusters Score -907965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -907966.187500 Penalty: 2926.317627
	Iteration 29Q: 3 clusters Score -907966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -907968.000000 Penalty: 2926.317627
	Iteration 30Q: 3 clusters Score -907968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -907970.000000 Penalty: 2926.317627
	Iteration 31Q: 3 clusters Score -907970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -907971.187500 Penalty: 2926.317627
	Iteration 32Q: 3 clusters Score -907971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -907971.437500 Penalty: 2926.317627
	Iteration 33Q: 3 clusters Score -907971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -907971.625000 Penalty: 2926.317627
	Iteration 34Q: 3 clusters Score -907971.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -907972.437500 Penalty: 2926.317627
	Iteration 35Q: 3 clusters Score -907972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -907972.437500 Penalty: 2926.317627
	Iteration 36F: 3 clusters Score -907972.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 1056 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 7795 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 8558 members 
Mstep: Class 40 contains 2541 members 
Entering Unmasked Estep 
Score: -40112676.000000 Penalty: 83189.664062
Splitting cluster 26 changes total score from -40108720.000000 to -40112676.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 27 (1056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Entering Unmasked Estep 
Score: -90099.335938 Penalty: 1131.364624
	Iteration 0F: 2 clusters Score -90099.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -88667.632812 Penalty: 2262.729248
	Iteration 0F: 3 clusters Score -88667.63 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89125.476562 Penalty: 2262.729248
	Iteration 1F: 3 clusters Score -89125.48 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -89377.460938 Penalty: 2262.729248
	Iteration 2F: 3 clusters Score -89377.46 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -89575.195312 Penalty: 2262.729248
	Iteration 3F: 3 clusters Score -89575.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -89737.093750 Penalty: 2262.729248
	Iteration 4F: 3 clusters Score -89737.09 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -89916.492188 Penalty: 2262.729248
	Iteration 5Q: 3 clusters Score -89916.49 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -90159.867188 Penalty: 2262.729248
	Iteration 6F: 3 clusters Score -90159.87 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90605.156250 Penalty: 2262.729248
	Iteration 7F: 3 clusters Score -90605.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -90901.789062 Penalty: 2262.729248
	Iteration 8Q: 3 clusters Score -90901.79 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91133.460938 Penalty: 2262.729248
	Iteration 9Q: 3 clusters Score -91133.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -91192.000000 Penalty: 2262.729248
	Iteration 10Q: 3 clusters Score -91192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91200.687500 Penalty: 2262.729248
	Iteration 11Q: 3 clusters Score -91200.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -91211.078125 Penalty: 2262.729248
	Iteration 12Q: 3 clusters Score -91211.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91214.617188 Penalty: 2262.729248
	Iteration 13Q: 3 clusters Score -91214.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -91214.617188 Penalty: 2262.729248
	Iteration 14F: 3 clusters Score -91214.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 5642 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 7795 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 8558 members 
Mstep: Class 40 contains 2541 members 
Mstep: Class 41 contains 371 members 
Entering Unmasked Estep 
Score: -40112864.000000 Penalty: 85269.406250
Splitting cluster 27 changes total score from -40108720.000000 to -40112864.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (18260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Entering Unmasked Estep 
Score: -2073841.000000 Penalty: 1594.526123
	Iteration 0F: 2 clusters Score -2073841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2061337.375000 Penalty: 3189.052246
	Iteration 0F: 3 clusters Score -2061337 nChanged 8230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2066038.000000 Penalty: 3189.052246
	Iteration 1F: 3 clusters Score -2066038 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2066603.875000 Penalty: 3189.052246
	Iteration 2F: 3 clusters Score -2066604 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2067272.000000 Penalty: 3189.052246
	Iteration 3F: 3 clusters Score -2067272 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2068078.625000 Penalty: 3189.052246
	Iteration 4F: 3 clusters Score -2068079 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2068896.000000 Penalty: 3189.052246
	Iteration 5F: 3 clusters Score -2068896 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2069655.375000 Penalty: 3189.052246
	Iteration 6F: 3 clusters Score -2069655 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -2070222.750000 Penalty: 3189.052246
	Iteration 7F: 3 clusters Score -2070223 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2070627.375000 Penalty: 3189.052246
	Iteration 8Q: 3 clusters Score -2070627 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2070911.250000 Penalty: 3189.052246
	Iteration 9Q: 3 clusters Score -2070911 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2071140.375000 Penalty: 3189.052246
	Iteration 10Q: 3 clusters Score -2071140 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2071342.625000 Penalty: 3189.052246
	Iteration 11Q: 3 clusters Score -2071343 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2071538.625000 Penalty: 3189.052246
	Iteration 12Q: 3 clusters Score -2071539 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2071725.625000 Penalty: 3189.052246
	Iteration 13Q: 3 clusters Score -2071726 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -2071905.750000 Penalty: 3189.052246
	Iteration 14Q: 3 clusters Score -2071906 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2072107.875000 Penalty: 3189.052246
	Iteration 15Q: 3 clusters Score -2072108 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2072302.500000 Penalty: 3189.052246
	Iteration 16Q: 3 clusters Score -2072302 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2072485.625000 Penalty: 3189.052246
	Iteration 17Q: 3 clusters Score -2072486 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2072636.875000 Penalty: 3189.052246
	Iteration 18Q: 3 clusters Score -2072637 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2072750.875000 Penalty: 3189.052246
	Iteration 19Q: 3 clusters Score -2072751 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2072861.750000 Penalty: 3189.052246
	Iteration 20F: 3 clusters Score -2072862 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2072945.500000 Penalty: 3189.052246
	Iteration 21Q: 3 clusters Score -2072946 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2073013.750000 Penalty: 3189.052246
	Iteration 22Q: 3 clusters Score -2073014 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2073083.000000 Penalty: 3189.052246
	Iteration 23Q: 3 clusters Score -2073083 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2073120.375000 Penalty: 3189.052246
	Iteration 24Q: 3 clusters Score -2073120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2073147.125000 Penalty: 3189.052246
	Iteration 25Q: 3 clusters Score -2073147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2073158.000000 Penalty: 3189.052246
	Iteration 26Q: 3 clusters Score -2073158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -2073166.250000 Penalty: 3189.052246
	Iteration 27Q: 3 clusters Score -2073166 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -2073172.875000 Penalty: 3189.052246
	Iteration 28Q: 3 clusters Score -2073173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2073183.625000 Penalty: 3189.052246
	Iteration 29Q: 3 clusters Score -2073184 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2073193.750000 Penalty: 3189.052246
	Iteration 30Q: 3 clusters Score -2073194 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -2073202.750000 Penalty: 3189.052246
	Iteration 31Q: 3 clusters Score -2073203 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2073209.875000 Penalty: 3189.052246
	Iteration 32Q: 3 clusters Score -2073210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2073209.750000 Penalty: 3189.052246
	Iteration 33Q: 3 clusters Score -2073210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2073218.875000 Penalty: 3189.052246
	Iteration 34Q: 3 clusters Score -2073219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2073225.375000 Penalty: 3189.052246
	Iteration 35Q: 3 clusters Score -2073225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2073230.000000 Penalty: 3189.052246
	Iteration 36Q: 3 clusters Score -2073230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -2073231.125000 Penalty: 3189.052246
	Iteration 37Q: 3 clusters Score -2073231 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2073235.875000 Penalty: 3189.052246
	Iteration 38Q: 3 clusters Score -2073236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2073239.125000 Penalty: 3189.052246
	Iteration 39Q: 3 clusters Score -2073239 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2073239.250000 Penalty: 3189.052246
	Iteration 40F: 3 clusters Score -2073239 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2073242.750000 Penalty: 3189.052246
	Iteration 41Q: 3 clusters Score -2073243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2073238.375000 Penalty: 3189.052246
	Iteration 42Q: 3 clusters Score -2073238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -2073234.750000 Penalty: 3189.052246
	Iteration 43Q: 3 clusters Score -2073235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -2073239.000000 Penalty: 3189.052246
	Iteration 44Q: 3 clusters Score -2073239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2073242.000000 Penalty: 3189.052246
	Iteration 45Q: 3 clusters Score -2073242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2073243.500000 Penalty: 3189.052246
	Iteration 46Q: 3 clusters Score -2073244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2073250.250000 Penalty: 3189.052246
	Iteration 47Q: 3 clusters Score -2073250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2073247.375000 Penalty: 3189.052246
	Iteration 48Q: 3 clusters Score -2073247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -2073251.625000 Penalty: 3189.052246
	Iteration 49Q: 3 clusters Score -2073252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2073252.125000 Penalty: 3189.052246
	Iteration 50Q: 3 clusters Score -2073252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2073258.125000 Penalty: 3189.052246
	Iteration 51Q: 3 clusters Score -2073258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2073257.000000 Penalty: 3189.052246
	Iteration 52Q: 3 clusters Score -2073257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -2073256.375000 Penalty: 3189.052246
	Iteration 53Q: 3 clusters Score -2073256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2073259.375000 Penalty: 3189.052246
	Iteration 54Q: 3 clusters Score -2073259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2073259.750000 Penalty: 3189.052246
	Iteration 55Q: 3 clusters Score -2073260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2073259.750000 Penalty: 3189.052246
	Iteration 56F: 3 clusters Score -2073260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -161582.093750 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -161582.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -159829.578125 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -159829.6 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -160230.187500 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -160230.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -160365.000000 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -160365 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -160467.125000 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -160467.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160569.750000 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -160569.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -160679.640625 Penalty: 2371.554688
	Iteration 5F: 3 clusters Score -160679.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -160784.671875 Penalty: 2371.554688
	Iteration 6F: 3 clusters Score -160784.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -160856.906250 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -160856.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -160909.421875 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -160909.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -160941.828125 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -160941.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -160951.109375 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -160951.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -160959.500000 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -160959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -160971.156250 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -160971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -160981.312500 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -160981.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -160988.687500 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -160988.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160991.531250 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -160991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160993.171875 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -160993.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -160996.671875 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -160996.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160997.109375 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -160997.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160997.109375 Penalty: 2371.554688
	Iteration 19F: 3 clusters Score -160997.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Entering Unmasked Estep 
Score: -238311.765625 Penalty: 1246.974243
	Iteration 0F: 2 clusters Score -238311.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -236108.078125 Penalty: 2493.948486
	Iteration 0F: 3 clusters Score -236108.1 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -236612.453125 Penalty: 2493.948486
	Iteration 1F: 3 clusters Score -236612.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -236762.828125 Penalty: 2493.948486
	Iteration 2F: 3 clusters Score -236762.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -236877.109375 Penalty: 2493.948486
	Iteration 3F: 3 clusters Score -236877.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -236978.578125 Penalty: 2493.948486
	Iteration 4F: 3 clusters Score -236978.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -237075.375000 Penalty: 2493.948486
	Iteration 5Q: 3 clusters Score -237075.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -237194.250000 Penalty: 2493.948486
	Iteration 6F: 3 clusters Score -237194.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -237336.375000 Penalty: 2493.948486
	Iteration 7F: 3 clusters Score -237336.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -237464.781250 Penalty: 2493.948486
	Iteration 8Q: 3 clusters Score -237464.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -237574.453125 Penalty: 2493.948486
	Iteration 9Q: 3 clusters Score -237574.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -237629.109375 Penalty: 2493.948486
	Iteration 10Q: 3 clusters Score -237629.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -237672.312500 Penalty: 2493.948486
	Iteration 11Q: 3 clusters Score -237672.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -237701.484375 Penalty: 2493.948486
	Iteration 12Q: 3 clusters Score -237701.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -237712.187500 Penalty: 2493.948486
	Iteration 13Q: 3 clusters Score -237712.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -237721.234375 Penalty: 2493.948486
	Iteration 14Q: 3 clusters Score -237721.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -237729.281250 Penalty: 2493.948486
	Iteration 15Q: 3 clusters Score -237729.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -237740.125000 Penalty: 2493.948486
	Iteration 16Q: 3 clusters Score -237740.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -237750.171875 Penalty: 2493.948486
	Iteration 17Q: 3 clusters Score -237750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -237754.140625 Penalty: 2493.948486
	Iteration 18Q: 3 clusters Score -237754.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -237757.312500 Penalty: 2493.948486
	Iteration 19Q: 3 clusters Score -237757.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -237757.312500 Penalty: 2493.948486
	Iteration 20F: 3 clusters Score -237757.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -3056492.750000 Penalty: 1655.046265
	Iteration 0F: 2 clusters Score -3056493 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -3038591.000000 Penalty: 3310.092529
	Iteration 0F: 3 clusters Score -3038591 nChanged 12223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3045301.000000 Penalty: 3310.092529
	Iteration 1F: 3 clusters Score -3045301 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -3045727.750000 Penalty: 3310.092529
	Iteration 2Q: 3 clusters Score -3045728 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3046172.250000 Penalty: 3310.092529
	Iteration 3Q: 3 clusters Score -3046172 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3046758.000000 Penalty: 3310.092529
	Iteration 4Q: 3 clusters Score -3046758 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -3047438.250000 Penalty: 3310.092529
	Iteration 5Q: 3 clusters Score -3047438 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3048226.250000 Penalty: 3310.092529
	Iteration 6F: 3 clusters Score -3048226 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -3049012.250000 Penalty: 3310.092529
	Iteration 7F: 3 clusters Score -3049012 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3049696.500000 Penalty: 3310.092529
	Iteration 8Q: 3 clusters Score -3049696 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -3050284.500000 Penalty: 3310.092529
	Iteration 9Q: 3 clusters Score -3050284 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3050771.750000 Penalty: 3310.092529
	Iteration 10Q: 3 clusters Score -3050772 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -3051107.250000 Penalty: 3310.092529
	Iteration 11Q: 3 clusters Score -3051107 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -3051292.000000 Penalty: 3310.092529
	Iteration 12Q: 3 clusters Score -3051292 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -3051413.250000 Penalty: 3310.092529
	Iteration 13Q: 3 clusters Score -3051413 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3051522.500000 Penalty: 3310.092529
	Iteration 14Q: 3 clusters Score -3051522 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -3051604.250000 Penalty: 3310.092529
	Iteration 15Q: 3 clusters Score -3051604 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -3051692.000000 Penalty: 3310.092529
	Iteration 16Q: 3 clusters Score -3051692 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3051771.250000 Penalty: 3310.092529
	Iteration 17Q: 3 clusters Score -3051771 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3051850.500000 Penalty: 3310.092529
	Iteration 18Q: 3 clusters Score -3051850 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -3051961.500000 Penalty: 3310.092529
	Iteration 19Q: 3 clusters Score -3051962 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -3052085.000000 Penalty: 3310.092529
	Iteration 20F: 3 clusters Score -3052085 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3052218.500000 Penalty: 3310.092529
	Iteration 21Q: 3 clusters Score -3052218 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -3052355.500000 Penalty: 3310.092529
	Iteration 22Q: 3 clusters Score -3052356 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3052540.750000 Penalty: 3310.092529
	Iteration 23Q: 3 clusters Score -3052541 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -3052732.250000 Penalty: 3310.092529
	Iteration 24Q: 3 clusters Score -3052732 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3052984.500000 Penalty: 3310.092529
	Iteration 25Q: 3 clusters Score -3052984 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -3053297.750000 Penalty: 3310.092529
	Iteration 26Q: 3 clusters Score -3053298 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -3053657.250000 Penalty: 3310.092529
	Iteration 27Q: 3 clusters Score -3053657 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -3054032.750000 Penalty: 3310.092529
	Iteration 28Q: 3 clusters Score -3054033 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -3054426.000000 Penalty: 3310.092529
	Iteration 29Q: 3 clusters Score -3054426 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3054808.500000 Penalty: 3310.092529
	Iteration 30Q: 3 clusters Score -3054808 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3055166.750000 Penalty: 3310.092529
	Iteration 31Q: 3 clusters Score -3055167 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3055473.250000 Penalty: 3310.092529
	Iteration 32Q: 3 clusters Score -3055473 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3055675.000000 Penalty: 3310.092529
	Iteration 33Q: 3 clusters Score -3055675 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3055834.000000 Penalty: 3310.092529
	Iteration 34Q: 3 clusters Score -3055834 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -3055953.500000 Penalty: 3310.092529
	Iteration 35Q: 3 clusters Score -3055954 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3056011.750000 Penalty: 3310.092529
	Iteration 36Q: 3 clusters Score -3056012 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -3056067.750000 Penalty: 3310.092529
	Iteration 37Q: 3 clusters Score -3056068 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -3056097.000000 Penalty: 3310.092529
	Iteration 38Q: 3 clusters Score -3056097 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3056131.750000 Penalty: 3310.092529
	Iteration 39Q: 3 clusters Score -3056132 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -3056152.750000 Penalty: 3310.092529
	Iteration 40F: 3 clusters Score -3056153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3056160.250000 Penalty: 3310.092529
	Iteration 41Q: 3 clusters Score -3056160 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3056165.250000 Penalty: 3310.092529
	Iteration 42Q: 3 clusters Score -3056165 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -3056174.000000 Penalty: 3310.092529
	Iteration 43Q: 3 clusters Score -3056174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3056174.750000 Penalty: 3310.092529
	Iteration 44Q: 3 clusters Score -3056175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3056173.250000 Penalty: 3310.092529
	Iteration 45Q: 3 clusters Score -3056173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -3056174.000000 Penalty: 3310.092529
	Iteration 46Q: 3 clusters Score -3056174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3056179.250000 Penalty: 3310.092529
	Iteration 47Q: 3 clusters Score -3056179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3056174.000000 Penalty: 3310.092529
	Iteration 48Q: 3 clusters Score -3056174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3056173.500000 Penalty: 3310.092529
	Iteration 49Q: 3 clusters Score -3056174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -3056173.250000 Penalty: 3310.092529
	Iteration 50Q: 3 clusters Score -3056173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3056174.250000 Penalty: 3310.092529
	Iteration 51Q: 3 clusters Score -3056174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3056173.250000 Penalty: 3310.092529
	Iteration 52Q: 3 clusters Score -3056173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3056173.500000 Penalty: 3310.092529
	Iteration 53Q: 3 clusters Score -3056174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23967 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3056173.500000 Penalty: 3310.092529
	Iteration 54F: 3 clusters Score -3056174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Entering Unmasked Estep 
Score: -557875.125000 Penalty: 1403.673950
	Iteration 0F: 2 clusters Score -557875.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -553547.000000 Penalty: 2807.347900
	Iteration 0F: 3 clusters Score -553547 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -555327.250000 Penalty: 2807.347900
	Iteration 1F: 3 clusters Score -555327.2 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -556051.500000 Penalty: 2807.347900
	Iteration 2F: 3 clusters Score -556051.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -556550.687500 Penalty: 2807.347900
	Iteration 3F: 3 clusters Score -556550.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -556921.375000 Penalty: 2807.347900
	Iteration 4F: 3 clusters Score -556921.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -557240.375000 Penalty: 2807.347900
	Iteration 5F: 3 clusters Score -557240.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -557504.250000 Penalty: 2807.347900
	Iteration 6Q: 3 clusters Score -557504.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -557784.187500 Penalty: 2807.347900
	Iteration 7Q: 3 clusters Score -557784.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -558015.062500 Penalty: 2807.347900
	Iteration 8Q: 3 clusters Score -558015.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -558139.750000 Penalty: 2807.347900
	Iteration 9Q: 3 clusters Score -558139.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -558221.687500 Penalty: 2807.347900
	Iteration 10Q: 3 clusters Score -558221.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -558300.125000 Penalty: 2807.347900
	Iteration 11Q: 3 clusters Score -558300.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -558351.625000 Penalty: 2807.347900
	Iteration 12Q: 3 clusters Score -558351.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -558378.750000 Penalty: 2807.347900
	Iteration 13Q: 3 clusters Score -558378.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -558395.562500 Penalty: 2807.347900
	Iteration 14Q: 3 clusters Score -558395.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -558403.625000 Penalty: 2807.347900
	Iteration 15Q: 3 clusters Score -558403.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -558410.250000 Penalty: 2807.347900
	Iteration 16Q: 3 clusters Score -558410.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -558415.312500 Penalty: 2807.347900
	Iteration 17Q: 3 clusters Score -558415.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -558418.562500 Penalty: 2807.347900
	Iteration 18Q: 3 clusters Score -558418.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -558420.375000 Penalty: 2807.347900
	Iteration 19Q: 3 clusters Score -558420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -558421.125000 Penalty: 2807.347900
	Iteration 20F: 3 clusters Score -558421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -558422.812500 Penalty: 2807.347900
	Iteration 21Q: 3 clusters Score -558422.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -558423.875000 Penalty: 2807.347900
	Iteration 22Q: 3 clusters Score -558423.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -558423.562500 Penalty: 2807.347900
	Iteration 23Q: 3 clusters Score -558423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -558423.562500 Penalty: 2807.347900
	Iteration 24F: 3 clusters Score -558423.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 6 contains 7140 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Mstep: Class 35 contains 5020 members 
Mstep: Class 36 contains 3908 members 
Mstep: Class 37 contains 7795 members 
Mstep: Class 38 contains 813 members 
Mstep: Class 39 contains 8558 members 
Mstep: Class 40 contains 2541 members 
Mstep: Class 41 contains 371 members 
Mstep: Class 42 contains 4083 members 
Entering Unmasked Estep 
Score: -40112700.000000 Penalty: 87349.148438
Splitting cluster 32 changes total score from -40108720.000000 to -40112700.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 33 (5923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Entering Unmasked Estep 
Score: -696626.437500 Penalty: 1411.572266
	Iteration 0F: 2 clusters Score -696626.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -692056.312500 Penalty: 2823.144531
	Iteration 0F: 3 clusters Score -692056.3 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -693288.812500 Penalty: 2823.144531
	Iteration 1F: 3 clusters Score -693288.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -693462.187500 Penalty: 2823.144531
	Iteration 2F: 3 clusters Score -693462.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -693587.437500 Penalty: 2823.144531
	Iteration 3Q: 3 clusters Score -693587.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -693692.750000 Penalty: 2823.144531
	Iteration 4Q: 3 clusters Score -693692.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -693769.875000 Penalty: 2823.144531
	Iteration 5Q: 3 clusters Score -693769.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -693834.687500 Penalty: 2823.144531
	Iteration 6Q: 3 clusters Score -693834.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -693893.062500 Penalty: 2823.144531
	Iteration 7Q: 3 clusters Score -693893.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -693945.250000 Penalty: 2823.144531
	Iteration 8Q: 3 clusters Score -693945.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -694002.875000 Penalty: 2823.144531
	Iteration 9Q: 3 clusters Score -694002.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -694068.062500 Penalty: 2823.144531
	Iteration 10Q: 3 clusters Score -694068.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -694122.437500 Penalty: 2823.144531
	Iteration 11Q: 3 clusters Score -694122.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -694179.062500 Penalty: 2823.144531
	Iteration 12Q: 3 clusters Score -694179.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -694238.562500 Penalty: 2823.144531
	Iteration 13Q: 3 clusters Score -694238.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -694311.187500 Penalty: 2823.144531
	Iteration 14Q: 3 clusters Score -694311.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -694390.812500 Penalty: 2823.144531
	Iteration 15Q: 3 clusters Score -694390.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -694474.562500 Penalty: 2823.144531
	Iteration 16Q: 3 clusters Score -694474.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -694568.312500 Penalty: 2823.144531
	Iteration 17Q: 3 clusters Score -694568.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -694647.875000 Penalty: 2823.144531
	Iteration 18Q: 3 clusters Score -694647.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -694726.562500 Penalty: 2823.144531
	Iteration 19Q: 3 clusters Score -694726.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -694793.937500 Penalty: 2823.144531
	Iteration 20F: 3 clusters Score -694793.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -694843.125000 Penalty: 2823.144531
	Iteration 21Q: 3 clusters Score -694843.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -694882.625000 Penalty: 2823.144531
	Iteration 22Q: 3 clusters Score -694882.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -694912.875000 Penalty: 2823.144531
	Iteration 23Q: 3 clusters Score -694912.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -694938.312500 Penalty: 2823.144531
	Iteration 24Q: 3 clusters Score -694938.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -694955.187500 Penalty: 2823.144531
	Iteration 25Q: 3 clusters Score -694955.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -694973.437500 Penalty: 2823.144531
	Iteration 26Q: 3 clusters Score -694973.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -694989.875000 Penalty: 2823.144531
	Iteration 27Q: 3 clusters Score -694989.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -695006.812500 Penalty: 2823.144531
	Iteration 28Q: 3 clusters Score -695006.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -695019.562500 Penalty: 2823.144531
	Iteration 29Q: 3 clusters Score -695019.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -695027.062500 Penalty: 2823.144531
	Iteration 30Q: 3 clusters Score -695027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -695032.125000 Penalty: 2823.144531
	Iteration 31Q: 3 clusters Score -695032.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -695040.125000 Penalty: 2823.144531
	Iteration 32Q: 3 clusters Score -695040.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -695041.937500 Penalty: 2823.144531
	Iteration 33Q: 3 clusters Score -695041.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -695043.312500 Penalty: 2823.144531
	Iteration 34Q: 3 clusters Score -695043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -695045.437500 Penalty: 2823.144531
	Iteration 35Q: 3 clusters Score -695045.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -695046.750000 Penalty: 2823.144531
	Iteration 36Q: 3 clusters Score -695046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -695046.625000 Penalty: 2823.144531
	Iteration 37Q: 3 clusters Score -695046.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -695046.000000 Penalty: 2823.144531
	Iteration 38Q: 3 clusters Score -695046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -695045.875000 Penalty: 2823.144531
	Iteration 39Q: 3 clusters Score -695045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -695045.875000 Penalty: 2823.144531
	Iteration 40F: 3 clusters Score -695045.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Entering Unmasked Estep 
Score: -68522.554688 Penalty: 1066.397217
	Iteration 0F: 2 clusters Score -68522.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67265.398438 Penalty: 2132.794434
	Iteration 0F: 3 clusters Score -67265.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67507.671875 Penalty: 2132.794434
	Iteration 1F: 3 clusters Score -67507.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67609.851562 Penalty: 2132.794434
	Iteration 2F: 3 clusters Score -67609.85 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67674.164062 Penalty: 2132.794434
	Iteration 3Q: 3 clusters Score -67674.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -67701.210938 Penalty: 2132.794434
	Iteration 4Q: 3 clusters Score -67701.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67725.742188 Penalty: 2132.794434
	Iteration 5Q: 3 clusters Score -67725.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67744.929688 Penalty: 2132.794434
	Iteration 6Q: 3 clusters Score -67744.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -67759.273438 Penalty: 2132.794434
	Iteration 7Q: 3 clusters Score -67759.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67768.140625 Penalty: 2132.794434
	Iteration 8Q: 3 clusters Score -67768.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67775.437500 Penalty: 2132.794434
	Iteration 9Q: 3 clusters Score -67775.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -67780.218750 Penalty: 2132.794434
	Iteration 10Q: 3 clusters Score -67780.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -67783.140625 Penalty: 2132.794434
	Iteration 11Q: 3 clusters Score -67783.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -67784.187500 Penalty: 2132.794434
	Iteration 12Q: 3 clusters Score -67784.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67786.835938 Penalty: 2132.794434
	Iteration 13Q: 3 clusters Score -67786.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67787.867188 Penalty: 2132.794434
	Iteration 14Q: 3 clusters Score -67787.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -67787.867188 Penalty: 2132.794434
	Iteration 15F: 3 clusters Score -67787.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 13134 members 
Mstep: Class 3 contains 3006 members 
Mstep: Class 4 contains 2943 members 
Mstep: Class 5 contains 8330 members 
Mstep: Class 7 contains 6464 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 10571 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 11 contains 5194 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1782 members 
Mstep: Class 14 contains 9393 members 
Mstep: Class 15 contains 2853 members 
Mstep: Class 16 contains 91356 members 
Mstep: Class 17 contains 15946 members 
Mstep: Class 18 contains 4941 members 
Mstep: Class 19 contains 44104 members 
Mstep: Class 20 contains 20928 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 1961 members 
Mstep: Class 23 contains 1447 members 
Mstep: Class 24 contains 1162 members 
Mstep: Class 25 contains 3053 members 
Mstep: Class 26 contains 5595 members 
Mstep: Class 27 contains 685 members 
Mstep: Class 28 contains 18260 members 
Mstep: Class 29 contains 1476 members 
Mstep: Class 30 contains 2151 members 
Mstep: Class 31 contains 26500 members 
Mstep: Class 32 contains 1559 members 
Mstep: Class 33 contains 5923 members 
Mstep: Class 34 contains 708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116348.000000 Penalty: 87349.148438
Iteration 79Q: 43 clusters Score -4.011635e+07 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 13598 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 2908 members 
Mstep: Class 5 contains 8390 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 6590 members 
Mstep: Class 8 contains 3162 members 
Mstep: Class 9 contains 10555 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 11 contains 5207 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 1779 members 
Mstep: Class 14 contains 9453 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 91001 members 
Mstep: Class 17 contains 15959 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 44105 members 
Mstep: Class 20 contains 20861 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 2008 members 
Mstep: Class 23 contains 1481 members 
Mstep: Class 24 contains 1220 members 
Mstep: Class 25 contains 3032 members 
Mstep: Class 26 contains 5590 members 
Mstep: Class 27 contains 726 members 
Mstep: Class 28 contains 18511 members 
Mstep: Class 29 contains 1481 members 
Mstep: Class 30 contains 2154 members 
Mstep: Class 31 contains 26502 members 
Mstep: Class 32 contains 1657 members 
Mstep: Class 33 contains 5957 members 
Mstep: Class 34 contains 710 members 
Mstep: Class 35 contains 4890 members 
Mstep: Class 36 contains 3624 members 
Mstep: Class 37 contains 7468 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 8365 members 
Mstep: Class 40 contains 2410 members 
Mstep: Class 41 contains 388 members 
Mstep: Class 42 contains 3923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119588.000000 Penalty: 87349.148438
Iteration 80F: 43 clusters Score -4.011959e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 8286 members 
Mstep: Class 6 contains 7135 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 3236 members 
Mstep: Class 9 contains 10540 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 5180 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 1771 members 
Mstep: Class 14 contains 9411 members 
Mstep: Class 15 contains 2852 members 
Mstep: Class 16 contains 90648 members 
Mstep: Class 17 contains 15884 members 
Mstep: Class 18 contains 5550 members 
Mstep: Class 19 contains 43946 members 
Mstep: Class 20 contains 20824 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 2015 members 
Mstep: Class 23 contains 1464 members 
Mstep: Class 24 contains 1221 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 5514 members 
Mstep: Class 27 contains 743 members 
Mstep: Class 28 contains 18495 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2149 members 
Mstep: Class 31 contains 26438 members 
Mstep: Class 32 contains 1629 members 
Mstep: Class 33 contains 5943 members 
Mstep: Class 34 contains 713 members 
Mstep: Class 35 contains 4991 members 
Mstep: Class 36 contains 3546 members 
Mstep: Class 37 contains 7688 members 
Mstep: Class 38 contains 901 members 
Mstep: Class 39 contains 8354 members 
Mstep: Class 40 contains 2478 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 4149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121140.000000 Penalty: 87349.148438
Iteration 81Q: 43 clusters Score -4.012114e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 13756 members 
Mstep: Class 3 contains 2826 members 
Mstep: Class 4 contains 2870 members 
Mstep: Class 5 contains 8213 members 
Mstep: Class 6 contains 7234 members 
Mstep: Class 7 contains 6583 members 
Mstep: Class 8 contains 3303 members 
Mstep: Class 9 contains 10509 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5157 members 
Mstep: Class 12 contains 1256 members 
Mstep: Class 13 contains 1770 members 
Mstep: Class 14 contains 9386 members 
Mstep: Class 15 contains 2874 members 
Mstep: Class 16 contains 90411 members 
Mstep: Class 17 contains 15839 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 43828 members 
Mstep: Class 20 contains 20794 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 2018 members 
Mstep: Class 23 contains 1450 members 
Mstep: Class 24 contains 1276 members 
Mstep: Class 25 contains 2953 members 
Mstep: Class 26 contains 5486 members 
Mstep: Class 27 contains 762 members 
Mstep: Class 28 contains 18504 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2145 members 
Mstep: Class 31 contains 26401 members 
Mstep: Class 32 contains 1634 members 
Mstep: Class 33 contains 5960 members 
Mstep: Class 34 contains 717 members 
Mstep: Class 35 contains 5041 members 
Mstep: Class 36 contains 3480 members 
Mstep: Class 37 contains 7800 members 
Mstep: Class 38 contains 931 members 
Mstep: Class 39 contains 8330 members 
Mstep: Class 40 contains 2502 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121728.000000 Penalty: 87349.148438
Iteration 82Q: 43 clusters Score -4.012173e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 7334 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 3362 members 
Mstep: Class 9 contains 10473 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5141 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 9368 members 
Mstep: Class 15 contains 2894 members 
Mstep: Class 16 contains 90235 members 
Mstep: Class 17 contains 15805 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 43752 members 
Mstep: Class 20 contains 20778 members 
Mstep: Class 21 contains 1467 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 1444 members 
Mstep: Class 24 contains 1338 members 
Mstep: Class 25 contains 2927 members 
Mstep: Class 26 contains 5464 members 
Mstep: Class 27 contains 769 members 
Mstep: Class 28 contains 18494 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2143 members 
Mstep: Class 31 contains 26373 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 5985 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 5092 members 
Mstep: Class 36 contains 3437 members 
Mstep: Class 37 contains 7885 members 
Mstep: Class 38 contains 961 members 
Mstep: Class 39 contains 8305 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 4361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122176.000000 Penalty: 87349.148438
Iteration 83Q: 43 clusters Score -4.012218e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 13799 members 
Mstep: Class 3 contains 2745 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 6 contains 7437 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 10445 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 5137 members 
Mstep: Class 12 contains 1234 members 
Mstep: Class 13 contains 1768 members 
Mstep: Class 14 contains 9362 members 
Mstep: Class 15 contains 2925 members 
Mstep: Class 16 contains 90110 members 
Mstep: Class 17 contains 15761 members 
Mstep: Class 18 contains 5865 members 
Mstep: Class 19 contains 43703 members 
Mstep: Class 20 contains 20762 members 
Mstep: Class 21 contains 1469 members 
Mstep: Class 22 contains 2021 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1385 members 
Mstep: Class 25 contains 2901 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 773 members 
Mstep: Class 28 contains 18474 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2138 members 
Mstep: Class 31 contains 26327 members 
Mstep: Class 32 contains 1650 members 
Mstep: Class 33 contains 6002 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 5117 members 
Mstep: Class 36 contains 3403 members 
Mstep: Class 37 contains 7952 members 
Mstep: Class 38 contains 977 members 
Mstep: Class 39 contains 8291 members 
Mstep: Class 40 contains 2530 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 4412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122388.000000 Penalty: 87349.148438
Iteration 84Q: 43 clusters Score -4.012239e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 13793 members 
Mstep: Class 3 contains 2720 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 8044 members 
Mstep: Class 6 contains 7503 members 
Mstep: Class 7 contains 6588 members 
Mstep: Class 8 contains 3455 members 
Mstep: Class 9 contains 10434 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5133 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 9358 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 90004 members 
Mstep: Class 17 contains 15741 members 
Mstep: Class 18 contains 5935 members 
Mstep: Class 19 contains 43669 members 
Mstep: Class 20 contains 20757 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1408 members 
Mstep: Class 25 contains 2878 members 
Mstep: Class 26 contains 5468 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 18454 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 26295 members 
Mstep: Class 32 contains 1652 members 
Mstep: Class 33 contains 6007 members 
Mstep: Class 34 contains 720 members 
Mstep: Class 35 contains 5146 members 
Mstep: Class 36 contains 3381 members 
Mstep: Class 37 contains 7984 members 
Mstep: Class 38 contains 991 members 
Mstep: Class 39 contains 8276 members 
Mstep: Class 40 contains 2538 members 
Mstep: Class 41 contains 466 members 
Mstep: Class 42 contains 4455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122616.000000 Penalty: 87349.148438
Iteration 85Q: 43 clusters Score -4.012262e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 2698 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 6586 members 
Mstep: Class 8 contains 3491 members 
Mstep: Class 9 contains 10414 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 1208 members 
Mstep: Class 13 contains 1766 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 2978 members 
Mstep: Class 16 contains 89942 members 
Mstep: Class 17 contains 15737 members 
Mstep: Class 18 contains 5970 members 
Mstep: Class 19 contains 43634 members 
Mstep: Class 20 contains 20755 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2025 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 1428 members 
Mstep: Class 25 contains 2860 members 
Mstep: Class 26 contains 5479 members 
Mstep: Class 27 contains 780 members 
Mstep: Class 28 contains 18426 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2133 members 
Mstep: Class 31 contains 26288 members 
Mstep: Class 32 contains 1649 members 
Mstep: Class 33 contains 6020 members 
Mstep: Class 34 contains 722 members 
Mstep: Class 35 contains 5175 members 
Mstep: Class 36 contains 3368 members 
Mstep: Class 37 contains 8010 members 
Mstep: Class 38 contains 1002 members 
Mstep: Class 39 contains 8260 members 
Mstep: Class 40 contains 2535 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 4489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122744.000000 Penalty: 87349.148438
Iteration 86Q: 43 clusters Score -4.012274e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13758 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 6 contains 7610 members 
Mstep: Class 7 contains 6574 members 
Mstep: Class 8 contains 3515 members 
Mstep: Class 9 contains 10395 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 1764 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3003 members 
Mstep: Class 16 contains 89894 members 
Mstep: Class 17 contains 15725 members 
Mstep: Class 18 contains 6004 members 
Mstep: Class 19 contains 43608 members 
Mstep: Class 20 contains 20755 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 1443 members 
Mstep: Class 25 contains 2850 members 
Mstep: Class 26 contains 5490 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 18404 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2134 members 
Mstep: Class 31 contains 26281 members 
Mstep: Class 32 contains 1651 members 
Mstep: Class 33 contains 6036 members 
Mstep: Class 34 contains 721 members 
Mstep: Class 35 contains 5211 members 
Mstep: Class 36 contains 3356 members 
Mstep: Class 37 contains 8032 members 
Mstep: Class 38 contains 1007 members 
Mstep: Class 39 contains 8254 members 
Mstep: Class 40 contains 2535 members 
Mstep: Class 41 contains 467 members 
Mstep: Class 42 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122736.000000 Penalty: 87349.148438
Iteration 87Q: 43 clusters Score -4.012274e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 2659 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 6 contains 7649 members 
Mstep: Class 7 contains 6568 members 
Mstep: Class 8 contains 3550 members 
Mstep: Class 9 contains 10389 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 1763 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3032 members 
Mstep: Class 16 contains 89835 members 
Mstep: Class 17 contains 15716 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 43599 members 
Mstep: Class 20 contains 20754 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2027 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 1453 members 
Mstep: Class 25 contains 2841 members 
Mstep: Class 26 contains 5501 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 18391 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2133 members 
Mstep: Class 31 contains 26280 members 
Mstep: Class 32 contains 1646 members 
Mstep: Class 33 contains 6052 members 
Mstep: Class 34 contains 723 members 
Mstep: Class 35 contains 5249 members 
Mstep: Class 36 contains 3352 members 
Mstep: Class 37 contains 8031 members 
Mstep: Class 38 contains 1011 members 
Mstep: Class 39 contains 8247 members 
Mstep: Class 40 contains 2535 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 4514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122768.000000 Penalty: 87349.148438
Iteration 88Q: 43 clusters Score -4.012277e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 2642 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 6 contains 7678 members 
Mstep: Class 7 contains 6563 members 
Mstep: Class 8 contains 3568 members 
Mstep: Class 9 contains 10378 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 3060 members 
Mstep: Class 16 contains 89795 members 
Mstep: Class 17 contains 15709 members 
Mstep: Class 18 contains 6010 members 
Mstep: Class 19 contains 43601 members 
Mstep: Class 20 contains 20754 members 
Mstep: Class 21 contains 1471 members 
Mstep: Class 22 contains 2027 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1462 members 
Mstep: Class 25 contains 2841 members 
Mstep: Class 26 contains 5509 members 
Mstep: Class 27 contains 783 members 
Mstep: Class 28 contains 18379 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2132 members 
Mstep: Class 31 contains 26279 members 
Mstep: Class 32 contains 1643 members 
Mstep: Class 33 contains 6058 members 
Mstep: Class 34 contains 727 members 
Mstep: Class 35 contains 5285 members 
Mstep: Class 36 contains 3348 members 
Mstep: Class 37 contains 8046 members 
Mstep: Class 38 contains 1013 members 
Mstep: Class 39 contains 8241 members 
Mstep: Class 40 contains 2534 members 
Mstep: Class 41 contains 468 members 
Mstep: Class 42 contains 4531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122868.000000 Penalty: 87349.148438
Iteration 89Q: 43 clusters Score -4.012287e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 13743 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 6 contains 7709 members 
Mstep: Class 7 contains 6554 members 
Mstep: Class 8 contains 3585 members 
Mstep: Class 9 contains 10373 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 5126 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 89754 members 
Mstep: Class 17 contains 15704 members 
Mstep: Class 18 contains 6016 members 
Mstep: Class 19 contains 43601 members 
Mstep: Class 20 contains 20754 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 1466 members 
Mstep: Class 25 contains 2840 members 
Mstep: Class 26 contains 5513 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 18345 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2131 members 
Mstep: Class 31 contains 26280 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 6058 members 
Mstep: Class 34 contains 728 members 
Mstep: Class 35 contains 5326 members 
Mstep: Class 36 contains 3347 members 
Mstep: Class 37 contains 8065 members 
Mstep: Class 38 contains 1012 members 
Mstep: Class 39 contains 8236 members 
Mstep: Class 40 contains 2531 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 4542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122924.000000 Penalty: 87349.148438
Iteration 90Q: 43 clusters Score -4.012292e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 2619 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 7734 members 
Mstep: Class 7 contains 6545 members 
Mstep: Class 8 contains 3595 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 5124 members 
Mstep: Class 12 contains 1140 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3114 members 
Mstep: Class 16 contains 89713 members 
Mstep: Class 17 contains 15697 members 
Mstep: Class 18 contains 6027 members 
Mstep: Class 19 contains 43600 members 
Mstep: Class 20 contains 20753 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2026 members 
Mstep: Class 23 contains 1437 members 
Mstep: Class 24 contains 1469 members 
Mstep: Class 25 contains 2838 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 18299 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2128 members 
Mstep: Class 31 contains 26285 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 6067 members 
Mstep: Class 34 contains 731 members 
Mstep: Class 35 contains 5386 members 
Mstep: Class 36 contains 3345 members 
Mstep: Class 37 contains 8068 members 
Mstep: Class 38 contains 1013 members 
Mstep: Class 39 contains 8229 members 
Mstep: Class 40 contains 2526 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 4551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123044.000000 Penalty: 87349.148438
Iteration 91Q: 43 clusters Score -4.012304e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 2615 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 7849 members 
Mstep: Class 6 contains 7754 members 
Mstep: Class 7 contains 6543 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10369 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1133 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 3134 members 
Mstep: Class 16 contains 89679 members 
Mstep: Class 17 contains 15689 members 
Mstep: Class 18 contains 6038 members 
Mstep: Class 19 contains 43604 members 
Mstep: Class 20 contains 20753 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1470 members 
Mstep: Class 25 contains 2834 members 
Mstep: Class 26 contains 5518 members 
Mstep: Class 27 contains 784 members 
Mstep: Class 28 contains 18253 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2124 members 
Mstep: Class 31 contains 26273 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 6074 members 
Mstep: Class 34 contains 734 members 
Mstep: Class 35 contains 5449 members 
Mstep: Class 36 contains 3344 members 
Mstep: Class 37 contains 8077 members 
Mstep: Class 38 contains 1015 members 
Mstep: Class 39 contains 8219 members 
Mstep: Class 40 contains 2526 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 4560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123116.000000 Penalty: 87349.148438
Iteration 92Q: 43 clusters Score -4.012312e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 2614 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 7833 members 
Mstep: Class 6 contains 7780 members 
Mstep: Class 7 contains 6540 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 10362 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1124 members 
Mstep: Class 13 contains 1761 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 3156 members 
Mstep: Class 16 contains 89652 members 
Mstep: Class 17 contains 15681 members 
Mstep: Class 18 contains 6041 members 
Mstep: Class 19 contains 43606 members 
Mstep: Class 20 contains 20752 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2030 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1478 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 785 members 
Mstep: Class 28 contains 18202 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2121 members 
Mstep: Class 31 contains 26274 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 6080 members 
Mstep: Class 34 contains 738 members 
Mstep: Class 35 contains 5519 members 
Mstep: Class 36 contains 3345 members 
Mstep: Class 37 contains 8073 members 
Mstep: Class 38 contains 1015 members 
Mstep: Class 39 contains 8215 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 4568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123204.000000 Penalty: 87349.148438
Iteration 93Q: 43 clusters Score -4.01232e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 13714 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 7830 members 
Mstep: Class 6 contains 7797 members 
Mstep: Class 7 contains 6535 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10361 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 3175 members 
Mstep: Class 16 contains 89626 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 43600 members 
Mstep: Class 20 contains 20752 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2036 members 
Mstep: Class 23 contains 1443 members 
Mstep: Class 24 contains 1484 members 
Mstep: Class 25 contains 2831 members 
Mstep: Class 26 contains 5517 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 18152 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2113 members 
Mstep: Class 31 contains 26265 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 6087 members 
Mstep: Class 34 contains 744 members 
Mstep: Class 35 contains 5590 members 
Mstep: Class 36 contains 3341 members 
Mstep: Class 37 contains 8073 members 
Mstep: Class 38 contains 1015 members 
Mstep: Class 39 contains 8206 members 
Mstep: Class 40 contains 2524 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123276.000000 Penalty: 87349.148438
Iteration 94Q: 43 clusters Score -4.012328e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 7826 members 
Mstep: Class 6 contains 7811 members 
Mstep: Class 7 contains 6527 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 10360 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 3195 members 
Mstep: Class 16 contains 89592 members 
Mstep: Class 17 contains 15685 members 
Mstep: Class 18 contains 6047 members 
Mstep: Class 19 contains 43603 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2038 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1484 members 
Mstep: Class 25 contains 2830 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 787 members 
Mstep: Class 28 contains 18102 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2110 members 
Mstep: Class 31 contains 26254 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 6092 members 
Mstep: Class 34 contains 748 members 
Mstep: Class 35 contains 5659 members 
Mstep: Class 36 contains 3340 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 1016 members 
Mstep: Class 39 contains 8202 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123320.000000 Penalty: 87349.148438
Iteration 95Q: 43 clusters Score -4.012332e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 13708 members 
Mstep: Class 3 contains 2610 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 7824 members 
Mstep: Class 6 contains 7819 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10357 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1114 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 89569 members 
Mstep: Class 17 contains 15686 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 43601 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2041 members 
Mstep: Class 23 contains 1443 members 
Mstep: Class 24 contains 1486 members 
Mstep: Class 25 contains 2827 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 786 members 
Mstep: Class 28 contains 18064 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2105 members 
Mstep: Class 31 contains 26253 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 6094 members 
Mstep: Class 34 contains 750 members 
Mstep: Class 35 contains 5707 members 
Mstep: Class 36 contains 3340 members 
Mstep: Class 37 contains 8061 members 
Mstep: Class 38 contains 1016 members 
Mstep: Class 39 contains 8199 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123356.000000 Penalty: 87349.148438
Iteration 96Q: 43 clusters Score -4.012336e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 13704 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 7815 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 10356 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 89546 members 
Mstep: Class 17 contains 15683 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 43599 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2044 members 
Mstep: Class 23 contains 1443 members 
Mstep: Class 24 contains 1489 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 787 members 
Mstep: Class 28 contains 18024 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2097 members 
Mstep: Class 31 contains 26251 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 6101 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 5762 members 
Mstep: Class 36 contains 3339 members 
Mstep: Class 37 contains 8057 members 
Mstep: Class 38 contains 1016 members 
Mstep: Class 39 contains 8193 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123304.000000 Penalty: 87349.148438
Iteration 97Q: 43 clusters Score -4.01233e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 7803 members 
Mstep: Class 6 contains 7833 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3597 members 
Mstep: Class 9 contains 10353 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 89525 members 
Mstep: Class 17 contains 15682 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 43605 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2046 members 
Mstep: Class 23 contains 1443 members 
Mstep: Class 24 contains 1494 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 5516 members 
Mstep: Class 27 contains 788 members 
Mstep: Class 28 contains 17972 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2093 members 
Mstep: Class 31 contains 26253 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 6100 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 5833 members 
Mstep: Class 36 contains 3338 members 
Mstep: Class 37 contains 8057 members 
Mstep: Class 38 contains 1016 members 
Mstep: Class 39 contains 8187 members 
Mstep: Class 40 contains 2529 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123384.000000 Penalty: 87349.148438
Iteration 98Q: 43 clusters Score -4.012338e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 7795 members 
Mstep: Class 6 contains 7836 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3598 members 
Mstep: Class 9 contains 10347 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 9342 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 89510 members 
Mstep: Class 17 contains 15678 members 
Mstep: Class 18 contains 6050 members 
Mstep: Class 19 contains 43601 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2052 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1504 members 
Mstep: Class 25 contains 2824 members 
Mstep: Class 26 contains 5519 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17929 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2084 members 
Mstep: Class 31 contains 26251 members 
Mstep: Class 32 contains 1638 members 
Mstep: Class 33 contains 6099 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 5890 members 
Mstep: Class 36 contains 3336 members 
Mstep: Class 37 contains 8062 members 
Mstep: Class 38 contains 1016 members 
Mstep: Class 39 contains 8182 members 
Mstep: Class 40 contains 2528 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123360.000000 Penalty: 87349.148438
Iteration 99Q: 43 clusters Score -4.012336e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 7789 members 
Mstep: Class 6 contains 7839 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10344 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 9341 members 
Mstep: Class 15 contains 3249 members 
Mstep: Class 16 contains 89493 members 
Mstep: Class 17 contains 15679 members 
Mstep: Class 18 contains 6046 members 
Mstep: Class 19 contains 43609 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2057 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1512 members 
Mstep: Class 25 contains 2823 members 
Mstep: Class 26 contains 5521 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17889 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2080 members 
Mstep: Class 31 contains 26252 members 
Mstep: Class 32 contains 1636 members 
Mstep: Class 33 contains 6095 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 5940 members 
Mstep: Class 36 contains 3334 members 
Mstep: Class 37 contains 8064 members 
Mstep: Class 38 contains 1016 members 
Mstep: Class 39 contains 8176 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 470 members 
Mstep: Class 42 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123328.000000 Penalty: 87349.148438
Iteration 100F: 43 clusters Score -4.012333e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 13716 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 7788 members 
Mstep: Class 6 contains 7841 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10337 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 9340 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 89483 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 43608 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1518 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 5522 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17857 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2077 members 
Mstep: Class 31 contains 26249 members 
Mstep: Class 32 contains 1637 members 
Mstep: Class 33 contains 6098 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 5986 members 
Mstep: Class 36 contains 3330 members 
Mstep: Class 37 contains 8068 members 
Mstep: Class 38 contains 1017 members 
Mstep: Class 39 contains 8168 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123412.000000 Penalty: 87349.148438
Iteration 101Q: 43 clusters Score -4.012341e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2846 members 
Mstep: Class 5 contains 7781 members 
Mstep: Class 6 contains 7842 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10334 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1759 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 89473 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 20748 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2060 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1525 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5524 members 
Mstep: Class 27 contains 790 members 
Mstep: Class 28 contains 17828 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2076 members 
Mstep: Class 31 contains 26251 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 6099 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6020 members 
Mstep: Class 36 contains 3327 members 
Mstep: Class 37 contains 8071 members 
Mstep: Class 38 contains 1017 members 
Mstep: Class 39 contains 8161 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123424.000000 Penalty: 87349.148438
Iteration 102Q: 43 clusters Score -4.012342e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 2609 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 6 contains 7843 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10322 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 9339 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 89467 members 
Mstep: Class 17 contains 15676 members 
Mstep: Class 18 contains 6041 members 
Mstep: Class 19 contains 43615 members 
Mstep: Class 20 contains 20748 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2061 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1535 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5526 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17810 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2075 members 
Mstep: Class 31 contains 26248 members 
Mstep: Class 32 contains 1641 members 
Mstep: Class 33 contains 6098 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6052 members 
Mstep: Class 36 contains 3324 members 
Mstep: Class 37 contains 8074 members 
Mstep: Class 38 contains 1018 members 
Mstep: Class 39 contains 8154 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123520.000000 Penalty: 87349.148438
Iteration 103Q: 43 clusters Score -4.012352e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13714 members 
Mstep: Class 3 contains 2608 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 7777 members 
Mstep: Class 6 contains 7844 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3599 members 
Mstep: Class 9 contains 10315 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1758 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 89454 members 
Mstep: Class 17 contains 15677 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 20748 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2064 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1544 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5529 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17793 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2072 members 
Mstep: Class 31 contains 26248 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 6100 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6084 members 
Mstep: Class 36 contains 3320 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8149 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123524.000000 Penalty: 87349.148438
Iteration 104Q: 43 clusters Score -4.012352e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 7776 members 
Mstep: Class 6 contains 7845 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9339 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 89446 members 
Mstep: Class 17 contains 15675 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2065 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1550 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17773 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2071 members 
Mstep: Class 31 contains 26245 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 6100 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6123 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 8080 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8146 members 
Mstep: Class 40 contains 2527 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123520.000000 Penalty: 87349.148438
Iteration 105Q: 43 clusters Score -4.012352e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13703 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2845 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 7849 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 10306 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9338 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 89439 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 43614 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1553 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17744 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2069 members 
Mstep: Class 31 contains 26243 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 6106 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6160 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8083 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8141 members 
Mstep: Class 40 contains 2526 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123588.000000 Penalty: 87349.148438
Iteration 106Q: 43 clusters Score -4.012359e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2844 members 
Mstep: Class 5 contains 7775 members 
Mstep: Class 6 contains 7852 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 3600 members 
Mstep: Class 9 contains 10308 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9339 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 89424 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1556 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 789 members 
Mstep: Class 28 contains 17728 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26243 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 6109 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6186 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8084 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8136 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123616.000000 Penalty: 87349.148438
Iteration 107Q: 43 clusters Score -4.012362e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13700 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2843 members 
Mstep: Class 5 contains 7774 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6521 members 
Mstep: Class 8 contains 3601 members 
Mstep: Class 9 contains 10305 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9340 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 89422 members 
Mstep: Class 17 contains 15671 members 
Mstep: Class 18 contains 6043 members 
Mstep: Class 19 contains 43612 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1558 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5531 members 
Mstep: Class 27 contains 790 members 
Mstep: Class 28 contains 17717 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 6112 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6206 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8084 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 2524 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123628.000000 Penalty: 87349.148438
Iteration 108Q: 43 clusters Score -4.012363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13702 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7773 members 
Mstep: Class 6 contains 7855 members 
Mstep: Class 7 contains 6520 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10302 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9343 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 89417 members 
Mstep: Class 17 contains 15674 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 43615 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1559 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5532 members 
Mstep: Class 27 contains 791 members 
Mstep: Class 28 contains 17700 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 1642 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6219 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8083 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8130 members 
Mstep: Class 40 contains 2523 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123628.000000 Penalty: 87349.148438
Iteration 109Q: 43 clusters Score -4.012363e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13705 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7772 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10298 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 89412 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 6044 members 
Mstep: Class 19 contains 43617 members 
Mstep: Class 20 contains 20749 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1560 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 791 members 
Mstep: Class 28 contains 17687 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 1643 members 
Mstep: Class 33 contains 6117 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6229 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8082 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8129 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123616.000000 Penalty: 87349.148438
Iteration 110Q: 43 clusters Score -4.012362e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13706 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7771 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10294 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9346 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 89409 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 43622 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1564 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 792 members 
Mstep: Class 28 contains 17674 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26237 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6241 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8079 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8126 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123696.000000 Penalty: 87349.148438
Iteration 111Q: 43 clusters Score -4.01237e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13707 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3265 members 
Mstep: Class 16 contains 89401 members 
Mstep: Class 17 contains 15673 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 43626 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1568 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 793 members 
Mstep: Class 28 contains 17667 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26237 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6254 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8076 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8126 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123672.000000 Penalty: 87349.148438
Iteration 112Q: 43 clusters Score -4.012367e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7768 members 
Mstep: Class 6 contains 7857 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 89394 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 6039 members 
Mstep: Class 19 contains 43628 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1574 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 794 members 
Mstep: Class 28 contains 17660 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26237 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6263 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8075 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8126 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123680.000000 Penalty: 87349.148438
Iteration 113Q: 43 clusters Score -4.012368e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7768 members 
Mstep: Class 6 contains 7858 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 89392 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 6041 members 
Mstep: Class 19 contains 43626 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1577 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17651 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6266 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8072 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123668.000000 Penalty: 87349.148438
Iteration 114Q: 43 clusters Score -4.012367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7767 members 
Mstep: Class 6 contains 7859 members 
Mstep: Class 7 contains 6519 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1109 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3280 members 
Mstep: Class 16 contains 89387 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 43626 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1580 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17643 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1643 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6275 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8071 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123708.000000 Penalty: 87349.148438
Iteration 115Q: 43 clusters Score -4.012371e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3604 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1108 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3285 members 
Mstep: Class 16 contains 89384 members 
Mstep: Class 17 contains 15672 members 
Mstep: Class 18 contains 6037 members 
Mstep: Class 19 contains 43631 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1581 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 797 members 
Mstep: Class 28 contains 17635 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26238 members 
Mstep: Class 32 contains 1644 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6280 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8066 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123696.000000 Penalty: 87349.148438
Iteration 116Q: 43 clusters Score -4.01237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13712 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2841 members 
Mstep: Class 5 contains 7763 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3288 members 
Mstep: Class 16 contains 89382 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 6035 members 
Mstep: Class 19 contains 43631 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1582 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17626 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6288 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8069 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123672.000000 Penalty: 87349.148438
Iteration 117Q: 43 clusters Score -4.012367e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13712 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 7761 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3602 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3290 members 
Mstep: Class 16 contains 89381 members 
Mstep: Class 17 contains 15669 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43636 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1583 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17618 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6294 members 
Mstep: Class 36 contains 3319 members 
Mstep: Class 37 contains 8069 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40123692.000000 Penalty: 87349.148438
Iteration 118Q: 43 clusters Score -4.012369e+07 nChanged 22
Entering ConstructFrom: 
Score: -40123692.000000 Penalty: 87349.148438
Entering ConstructFrom: 
Trying to split cluster 1 (3705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Entering Unmasked Estep 
Score: -423133.125000 Penalty: 1335.333740
	Iteration 0F: 2 clusters Score -423133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -419941.562500 Penalty: 2670.667480
	Iteration 0F: 3 clusters Score -419941.6 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -420739.531250 Penalty: 2670.667480
	Iteration 1F: 3 clusters Score -420739.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -420883.937500 Penalty: 2670.667480
	Iteration 2F: 3 clusters Score -420883.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -420977.531250 Penalty: 2670.667480
	Iteration 3F: 3 clusters Score -420977.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -421056.156250 Penalty: 2670.667480
	Iteration 4Q: 3 clusters Score -421056.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -421131.562500 Penalty: 2670.667480
	Iteration 5Q: 3 clusters Score -421131.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -421205.687500 Penalty: 2670.667480
	Iteration 6Q: 3 clusters Score -421205.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -421306.406250 Penalty: 2670.667480
	Iteration 7Q: 3 clusters Score -421306.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -421400.000000 Penalty: 2670.667480
	Iteration 8Q: 3 clusters Score -421400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -421496.718750 Penalty: 2670.667480
	Iteration 9Q: 3 clusters Score -421496.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -421582.843750 Penalty: 2670.667480
	Iteration 10Q: 3 clusters Score -421582.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -421668.093750 Penalty: 2670.667480
	Iteration 11Q: 3 clusters Score -421668.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -421738.187500 Penalty: 2670.667480
	Iteration 12Q: 3 clusters Score -421738.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -421804.656250 Penalty: 2670.667480
	Iteration 13Q: 3 clusters Score -421804.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -421850.031250 Penalty: 2670.667480
	Iteration 14Q: 3 clusters Score -421850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -421889.718750 Penalty: 2670.667480
	Iteration 15Q: 3 clusters Score -421889.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -421919.093750 Penalty: 2670.667480
	Iteration 16Q: 3 clusters Score -421919.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -421944.906250 Penalty: 2670.667480
	Iteration 17Q: 3 clusters Score -421944.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -421963.281250 Penalty: 2670.667480
	Iteration 18Q: 3 clusters Score -421963.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -421972.906250 Penalty: 2670.667480
	Iteration 19Q: 3 clusters Score -421972.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -421982.031250 Penalty: 2670.667480
	Iteration 20F: 3 clusters Score -421982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -421984.500000 Penalty: 2670.667480
	Iteration 21Q: 3 clusters Score -421984.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -421988.375000 Penalty: 2670.667480
	Iteration 22Q: 3 clusters Score -421988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -421992.187500 Penalty: 2670.667480
	Iteration 23Q: 3 clusters Score -421992.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -421993.906250 Penalty: 2670.667480
	Iteration 24Q: 3 clusters Score -421993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -421996.875000 Penalty: 2670.667480
	Iteration 25Q: 3 clusters Score -421996.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -421999.562500 Penalty: 2670.667480
	Iteration 26Q: 3 clusters Score -421999.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -422004.281250 Penalty: 2670.667480
	Iteration 27Q: 3 clusters Score -422004.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -422007.687500 Penalty: 2670.667480
	Iteration 28Q: 3 clusters Score -422007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -422009.906250 Penalty: 2670.667480
	Iteration 29Q: 3 clusters Score -422009.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -422012.375000 Penalty: 2670.667480
	Iteration 30Q: 3 clusters Score -422012.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -422014.968750 Penalty: 2670.667480
	Iteration 31Q: 3 clusters Score -422015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -422018.093750 Penalty: 2670.667480
	Iteration 32Q: 3 clusters Score -422018.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -422018.093750 Penalty: 2670.667480
	Iteration 33F: 3 clusters Score -422018.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Entering Unmasked Estep 
Score: -1587146.375000 Penalty: 1547.967407
	Iteration 0F: 2 clusters Score -1587146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1577600.875000 Penalty: 3095.934814
	Iteration 0F: 3 clusters Score -1577601 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1580904.500000 Penalty: 3095.934814
	Iteration 1F: 3 clusters Score -1580904 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1581153.625000 Penalty: 3095.934814
	Iteration 2Q: 3 clusters Score -1581154 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1581385.375000 Penalty: 3095.934814
	Iteration 3Q: 3 clusters Score -1581385 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1581617.000000 Penalty: 3095.934814
	Iteration 4Q: 3 clusters Score -1581617 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1581874.000000 Penalty: 3095.934814
	Iteration 5Q: 3 clusters Score -1581874 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1582196.375000 Penalty: 3095.934814
	Iteration 6Q: 3 clusters Score -1582196 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1582572.875000 Penalty: 3095.934814
	Iteration 7Q: 3 clusters Score -1582573 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -1583078.125000 Penalty: 3095.934814
	Iteration 8F: 3 clusters Score -1583078 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1583724.500000 Penalty: 3095.934814
	Iteration 9F: 3 clusters Score -1583724 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1584397.125000 Penalty: 3095.934814
	Iteration 10F: 3 clusters Score -1584397 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1584975.500000 Penalty: 3095.934814
	Iteration 11Q: 3 clusters Score -1584976 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1585371.000000 Penalty: 3095.934814
	Iteration 12Q: 3 clusters Score -1585371 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1585572.500000 Penalty: 3095.934814
	Iteration 13Q: 3 clusters Score -1585572 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1585686.875000 Penalty: 3095.934814
	Iteration 14Q: 3 clusters Score -1585687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1585759.875000 Penalty: 3095.934814
	Iteration 15Q: 3 clusters Score -1585760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1585792.250000 Penalty: 3095.934814
	Iteration 16Q: 3 clusters Score -1585792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1585809.875000 Penalty: 3095.934814
	Iteration 17Q: 3 clusters Score -1585810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1585819.625000 Penalty: 3095.934814
	Iteration 18Q: 3 clusters Score -1585820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -1585837.125000 Penalty: 3095.934814
	Iteration 19Q: 3 clusters Score -1585837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1585849.750000 Penalty: 3095.934814
	Iteration 20F: 3 clusters Score -1585850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1585854.875000 Penalty: 3095.934814
	Iteration 21Q: 3 clusters Score -1585855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1585854.625000 Penalty: 3095.934814
	Iteration 22Q: 3 clusters Score -1585855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1585854.625000 Penalty: 3095.934814
	Iteration 23F: 3 clusters Score -1585855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -293055.437500 Penalty: 1278.217773
	Iteration 0F: 2 clusters Score -293055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -290569.093750 Penalty: 2556.435547
	Iteration 0F: 3 clusters Score -290569.1 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291164.375000 Penalty: 2556.435547
	Iteration 1F: 3 clusters Score -291164.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -291295.125000 Penalty: 2556.435547
	Iteration 2F: 3 clusters Score -291295.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -291364.968750 Penalty: 2556.435547
	Iteration 3Q: 3 clusters Score -291365 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -291410.093750 Penalty: 2556.435547
	Iteration 4Q: 3 clusters Score -291410.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291448.031250 Penalty: 2556.435547
	Iteration 5Q: 3 clusters Score -291448 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291485.187500 Penalty: 2556.435547
	Iteration 6Q: 3 clusters Score -291485.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291522.437500 Penalty: 2556.435547
	Iteration 7Q: 3 clusters Score -291522.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -291557.937500 Penalty: 2556.435547
	Iteration 8Q: 3 clusters Score -291557.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -291593.187500 Penalty: 2556.435547
	Iteration 9Q: 3 clusters Score -291593.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -291621.687500 Penalty: 2556.435547
	Iteration 10Q: 3 clusters Score -291621.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -291649.437500 Penalty: 2556.435547
	Iteration 11Q: 3 clusters Score -291649.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -291670.343750 Penalty: 2556.435547
	Iteration 12Q: 3 clusters Score -291670.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -291688.843750 Penalty: 2556.435547
	Iteration 13Q: 3 clusters Score -291688.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -291704.312500 Penalty: 2556.435547
	Iteration 14Q: 3 clusters Score -291704.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -291718.656250 Penalty: 2556.435547
	Iteration 15Q: 3 clusters Score -291718.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -291731.031250 Penalty: 2556.435547
	Iteration 16Q: 3 clusters Score -291731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -291739.625000 Penalty: 2556.435547
	Iteration 17Q: 3 clusters Score -291739.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291749.031250 Penalty: 2556.435547
	Iteration 18Q: 3 clusters Score -291749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291762.437500 Penalty: 2556.435547
	Iteration 19Q: 3 clusters Score -291762.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -291770.906250 Penalty: 2556.435547
	Iteration 20F: 3 clusters Score -291770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -291776.750000 Penalty: 2556.435547
	Iteration 21Q: 3 clusters Score -291776.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -291782.437500 Penalty: 2556.435547
	Iteration 22Q: 3 clusters Score -291782.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -291788.531250 Penalty: 2556.435547
	Iteration 23Q: 3 clusters Score -291788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -291794.500000 Penalty: 2556.435547
	Iteration 24Q: 3 clusters Score -291794.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291799.625000 Penalty: 2556.435547
	Iteration 25Q: 3 clusters Score -291799.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -291806.875000 Penalty: 2556.435547
	Iteration 26Q: 3 clusters Score -291806.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -291812.656250 Penalty: 2556.435547
	Iteration 27Q: 3 clusters Score -291812.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -291818.000000 Penalty: 2556.435547
	Iteration 28Q: 3 clusters Score -291818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -291822.812500 Penalty: 2556.435547
	Iteration 29Q: 3 clusters Score -291822.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -291825.781250 Penalty: 2556.435547
	Iteration 30Q: 3 clusters Score -291825.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -291828.500000 Penalty: 2556.435547
	Iteration 31Q: 3 clusters Score -291828.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -291833.750000 Penalty: 2556.435547
	Iteration 32Q: 3 clusters Score -291833.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -291837.187500 Penalty: 2556.435547
	Iteration 33Q: 3 clusters Score -291837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -291842.312500 Penalty: 2556.435547
	Iteration 34Q: 3 clusters Score -291842.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -291848.843750 Penalty: 2556.435547
	Iteration 35Q: 3 clusters Score -291848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -291854.875000 Penalty: 2556.435547
	Iteration 36Q: 3 clusters Score -291854.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -291861.312500 Penalty: 2556.435547
	Iteration 37Q: 3 clusters Score -291861.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -291870.375000 Penalty: 2556.435547
	Iteration 38Q: 3 clusters Score -291870.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -291878.343750 Penalty: 2556.435547
	Iteration 39Q: 3 clusters Score -291878.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -291884.312500 Penalty: 2556.435547
	Iteration 40F: 3 clusters Score -291884.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -291888.375000 Penalty: 2556.435547
	Iteration 41Q: 3 clusters Score -291888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291891.031250 Penalty: 2556.435547
	Iteration 42Q: 3 clusters Score -291891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -291893.281250 Penalty: 2556.435547
	Iteration 43Q: 3 clusters Score -291893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -291894.468750 Penalty: 2556.435547
	Iteration 44Q: 3 clusters Score -291894.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -291896.062500 Penalty: 2556.435547
	Iteration 45Q: 3 clusters Score -291896.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -291896.000000 Penalty: 2556.435547
	Iteration 46Q: 3 clusters Score -291896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -291896.000000 Penalty: 2556.435547
	Iteration 47F: 3 clusters Score -291896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Entering Unmasked Estep 
Score: -325106.031250 Penalty: 1292.071167
	Iteration 0F: 2 clusters Score -325106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -322463.562500 Penalty: 2584.142334
	Iteration 0F: 3 clusters Score -322463.6 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -323096.187500 Penalty: 2584.142334
	Iteration 1F: 3 clusters Score -323096.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -323237.875000 Penalty: 2584.142334
	Iteration 2F: 3 clusters Score -323237.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -323306.968750 Penalty: 2584.142334
	Iteration 3Q: 3 clusters Score -323307 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -323349.437500 Penalty: 2584.142334
	Iteration 4Q: 3 clusters Score -323349.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -323374.718750 Penalty: 2584.142334
	Iteration 5Q: 3 clusters Score -323374.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -323395.781250 Penalty: 2584.142334
	Iteration 6Q: 3 clusters Score -323395.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -323413.031250 Penalty: 2584.142334
	Iteration 7Q: 3 clusters Score -323413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -323428.937500 Penalty: 2584.142334
	Iteration 8Q: 3 clusters Score -323428.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -323437.906250 Penalty: 2584.142334
	Iteration 9Q: 3 clusters Score -323437.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -323448.718750 Penalty: 2584.142334
	Iteration 10Q: 3 clusters Score -323448.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -323459.406250 Penalty: 2584.142334
	Iteration 11Q: 3 clusters Score -323459.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -323468.468750 Penalty: 2584.142334
	Iteration 12Q: 3 clusters Score -323468.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -323479.468750 Penalty: 2584.142334
	Iteration 13Q: 3 clusters Score -323479.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -323487.093750 Penalty: 2584.142334
	Iteration 14Q: 3 clusters Score -323487.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -323493.031250 Penalty: 2584.142334
	Iteration 15Q: 3 clusters Score -323493 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -323499.750000 Penalty: 2584.142334
	Iteration 16Q: 3 clusters Score -323499.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -323506.687500 Penalty: 2584.142334
	Iteration 17Q: 3 clusters Score -323506.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -323517.687500 Penalty: 2584.142334
	Iteration 18Q: 3 clusters Score -323517.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -323527.687500 Penalty: 2584.142334
	Iteration 19Q: 3 clusters Score -323527.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -323541.718750 Penalty: 2584.142334
	Iteration 20F: 3 clusters Score -323541.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -323557.531250 Penalty: 2584.142334
	Iteration 21Q: 3 clusters Score -323557.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -323574.468750 Penalty: 2584.142334
	Iteration 22Q: 3 clusters Score -323574.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -323593.156250 Penalty: 2584.142334
	Iteration 23Q: 3 clusters Score -323593.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -323608.593750 Penalty: 2584.142334
	Iteration 24Q: 3 clusters Score -323608.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -323628.000000 Penalty: 2584.142334
	Iteration 25Q: 3 clusters Score -323628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -323643.531250 Penalty: 2584.142334
	Iteration 26Q: 3 clusters Score -323643.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -323661.437500 Penalty: 2584.142334
	Iteration 27Q: 3 clusters Score -323661.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -323671.687500 Penalty: 2584.142334
	Iteration 28Q: 3 clusters Score -323671.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -323680.718750 Penalty: 2584.142334
	Iteration 29Q: 3 clusters Score -323680.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -323687.468750 Penalty: 2584.142334
	Iteration 30Q: 3 clusters Score -323687.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -323692.968750 Penalty: 2584.142334
	Iteration 31Q: 3 clusters Score -323693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -323699.750000 Penalty: 2584.142334
	Iteration 32Q: 3 clusters Score -323699.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -323706.562500 Penalty: 2584.142334
	Iteration 33Q: 3 clusters Score -323706.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -323716.968750 Penalty: 2584.142334
	Iteration 34Q: 3 clusters Score -323717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -323724.625000 Penalty: 2584.142334
	Iteration 35Q: 3 clusters Score -323724.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -323733.750000 Penalty: 2584.142334
	Iteration 36Q: 3 clusters Score -323733.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -323741.625000 Penalty: 2584.142334
	Iteration 37Q: 3 clusters Score -323741.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -323748.093750 Penalty: 2584.142334
	Iteration 38Q: 3 clusters Score -323748.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -323753.562500 Penalty: 2584.142334
	Iteration 39Q: 3 clusters Score -323753.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -323757.750000 Penalty: 2584.142334
	Iteration 40F: 3 clusters Score -323757.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -323761.625000 Penalty: 2584.142334
	Iteration 41Q: 3 clusters Score -323761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -323769.593750 Penalty: 2584.142334
	Iteration 42Q: 3 clusters Score -323769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -323772.093750 Penalty: 2584.142334
	Iteration 43Q: 3 clusters Score -323772.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -323776.375000 Penalty: 2584.142334
	Iteration 44Q: 3 clusters Score -323776.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -323778.687500 Penalty: 2584.142334
	Iteration 45Q: 3 clusters Score -323778.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -323780.937500 Penalty: 2584.142334
	Iteration 46Q: 3 clusters Score -323780.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -323784.125000 Penalty: 2584.142334
	Iteration 47Q: 3 clusters Score -323784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -323788.468750 Penalty: 2584.142334
	Iteration 48Q: 3 clusters Score -323788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -323793.000000 Penalty: 2584.142334
	Iteration 49Q: 3 clusters Score -323793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -323800.562500 Penalty: 2584.142334
	Iteration 50Q: 3 clusters Score -323800.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -323817.000000 Penalty: 2584.142334
	Iteration 51Q: 3 clusters Score -323817 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -323829.531250 Penalty: 2584.142334
	Iteration 52Q: 3 clusters Score -323829.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -323843.468750 Penalty: 2584.142334
	Iteration 53Q: 3 clusters Score -323843.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -323855.625000 Penalty: 2584.142334
	Iteration 54Q: 3 clusters Score -323855.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -323869.812500 Penalty: 2584.142334
	Iteration 55Q: 3 clusters Score -323869.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -323886.562500 Penalty: 2584.142334
	Iteration 56Q: 3 clusters Score -323886.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -323901.531250 Penalty: 2584.142334
	Iteration 57Q: 3 clusters Score -323901.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -323914.250000 Penalty: 2584.142334
	Iteration 58Q: 3 clusters Score -323914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -323920.812500 Penalty: 2584.142334
	Iteration 59Q: 3 clusters Score -323920.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -323926.781250 Penalty: 2584.142334
	Iteration 60F: 3 clusters Score -323926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -323935.062500 Penalty: 2584.142334
	Iteration 61Q: 3 clusters Score -323935.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -323937.718750 Penalty: 2584.142334
	Iteration 62Q: 3 clusters Score -323937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -323940.062500 Penalty: 2584.142334
	Iteration 63Q: 3 clusters Score -323940.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -323945.093750 Penalty: 2584.142334
	Iteration 64Q: 3 clusters Score -323945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -323946.562500 Penalty: 2584.142334
	Iteration 65Q: 3 clusters Score -323946.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -323947.687500 Penalty: 2584.142334
	Iteration 66Q: 3 clusters Score -323947.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -323948.437500 Penalty: 2584.142334
	Iteration 67Q: 3 clusters Score -323948.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -323949.062500 Penalty: 2584.142334
	Iteration 68Q: 3 clusters Score -323949.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -323949.062500 Penalty: 2584.142334
	Iteration 69F: 3 clusters Score -323949.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Entering Unmasked Estep 
Score: -877103.750000 Penalty: 1455.448975
	Iteration 0F: 2 clusters Score -877103.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -871288.875000 Penalty: 2910.897949
	Iteration 0F: 3 clusters Score -871288.9 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -873155.437500 Penalty: 2910.897949
	Iteration 1F: 3 clusters Score -873155.4 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -873440.000000 Penalty: 2910.897949
	Iteration 2F: 3 clusters Score -873440 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -873694.937500 Penalty: 2910.897949
	Iteration 3F: 3 clusters Score -873694.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -873941.562500 Penalty: 2910.897949
	Iteration 4Q: 3 clusters Score -873941.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -874193.187500 Penalty: 2910.897949
	Iteration 5F: 3 clusters Score -874193.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -874450.062500 Penalty: 2910.897949
	Iteration 6Q: 3 clusters Score -874450.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -874690.250000 Penalty: 2910.897949
	Iteration 7Q: 3 clusters Score -874690.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -874902.875000 Penalty: 2910.897949
	Iteration 8Q: 3 clusters Score -874902.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -875112.187500 Penalty: 2910.897949
	Iteration 9Q: 3 clusters Score -875112.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -875320.750000 Penalty: 2910.897949
	Iteration 10Q: 3 clusters Score -875320.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -875503.500000 Penalty: 2910.897949
	Iteration 11Q: 3 clusters Score -875503.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -875663.750000 Penalty: 2910.897949
	Iteration 12Q: 3 clusters Score -875663.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -875804.812500 Penalty: 2910.897949
	Iteration 13Q: 3 clusters Score -875804.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -875904.312500 Penalty: 2910.897949
	Iteration 14Q: 3 clusters Score -875904.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -875982.687500 Penalty: 2910.897949
	Iteration 15Q: 3 clusters Score -875982.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -876044.062500 Penalty: 2910.897949
	Iteration 16Q: 3 clusters Score -876044.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -876082.187500 Penalty: 2910.897949
	Iteration 17Q: 3 clusters Score -876082.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -876106.312500 Penalty: 2910.897949
	Iteration 18Q: 3 clusters Score -876106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -876112.875000 Penalty: 2910.897949
	Iteration 19Q: 3 clusters Score -876112.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -876122.312500 Penalty: 2910.897949
	Iteration 20F: 3 clusters Score -876122.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -876131.000000 Penalty: 2910.897949
	Iteration 21Q: 3 clusters Score -876131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -876137.125000 Penalty: 2910.897949
	Iteration 22Q: 3 clusters Score -876137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -876140.625000 Penalty: 2910.897949
	Iteration 23Q: 3 clusters Score -876140.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -876147.812500 Penalty: 2910.897949
	Iteration 24Q: 3 clusters Score -876147.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -876153.437500 Penalty: 2910.897949
	Iteration 25Q: 3 clusters Score -876153.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -876156.062500 Penalty: 2910.897949
	Iteration 26Q: 3 clusters Score -876156.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -876156.937500 Penalty: 2910.897949
	Iteration 27Q: 3 clusters Score -876156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -876156.437500 Penalty: 2910.897949
	Iteration 28Q: 3 clusters Score -876156.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -876156.062500 Penalty: 2910.897949
	Iteration 29Q: 3 clusters Score -876156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -876159.187500 Penalty: 2910.897949
	Iteration 30Q: 3 clusters Score -876159.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -876158.875000 Penalty: 2910.897949
	Iteration 31Q: 3 clusters Score -876158.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -876160.437500 Penalty: 2910.897949
	Iteration 32Q: 3 clusters Score -876160.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -876161.437500 Penalty: 2910.897949
	Iteration 33Q: 3 clusters Score -876161.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -876161.875000 Penalty: 2910.897949
	Iteration 34Q: 3 clusters Score -876161.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -876161.875000 Penalty: 2910.897949
	Iteration 35F: 3 clusters Score -876161.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Entering Unmasked Estep 
Score: -903843.812500 Penalty: 1457.571289
	Iteration 0F: 2 clusters Score -903843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -898091.312500 Penalty: 2915.142578
	Iteration 0F: 3 clusters Score -898091.3 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -899897.125000 Penalty: 2915.142578
	Iteration 1F: 3 clusters Score -899897.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -900103.062500 Penalty: 2915.142578
	Iteration 2F: 3 clusters Score -900103.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -900274.937500 Penalty: 2915.142578
	Iteration 3Q: 3 clusters Score -900274.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -900420.062500 Penalty: 2915.142578
	Iteration 4Q: 3 clusters Score -900420.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -900559.937500 Penalty: 2915.142578
	Iteration 5Q: 3 clusters Score -900559.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -900684.062500 Penalty: 2915.142578
	Iteration 6Q: 3 clusters Score -900684.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -900818.312500 Penalty: 2915.142578
	Iteration 7Q: 3 clusters Score -900818.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -900933.687500 Penalty: 2915.142578
	Iteration 8Q: 3 clusters Score -900933.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -901057.312500 Penalty: 2915.142578
	Iteration 9Q: 3 clusters Score -901057.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -901189.437500 Penalty: 2915.142578
	Iteration 10Q: 3 clusters Score -901189.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -901330.687500 Penalty: 2915.142578
	Iteration 11Q: 3 clusters Score -901330.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -901476.375000 Penalty: 2915.142578
	Iteration 12Q: 3 clusters Score -901476.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -901630.375000 Penalty: 2915.142578
	Iteration 13Q: 3 clusters Score -901630.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -901789.000000 Penalty: 2915.142578
	Iteration 14Q: 3 clusters Score -901789 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -901959.250000 Penalty: 2915.142578
	Iteration 15Q: 3 clusters Score -901959.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -902103.625000 Penalty: 2915.142578
	Iteration 16Q: 3 clusters Score -902103.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -902218.437500 Penalty: 2915.142578
	Iteration 17Q: 3 clusters Score -902218.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -902304.437500 Penalty: 2915.142578
	Iteration 18Q: 3 clusters Score -902304.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -902373.437500 Penalty: 2915.142578
	Iteration 19Q: 3 clusters Score -902373.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -902425.000000 Penalty: 2915.142578
	Iteration 20F: 3 clusters Score -902425 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -902458.625000 Penalty: 2915.142578
	Iteration 21Q: 3 clusters Score -902458.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -902474.000000 Penalty: 2915.142578
	Iteration 22Q: 3 clusters Score -902474 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -902495.375000 Penalty: 2915.142578
	Iteration 23Q: 3 clusters Score -902495.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -902511.062500 Penalty: 2915.142578
	Iteration 24Q: 3 clusters Score -902511.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -902527.562500 Penalty: 2915.142578
	Iteration 25Q: 3 clusters Score -902527.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -902544.250000 Penalty: 2915.142578
	Iteration 26Q: 3 clusters Score -902544.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -902559.312500 Penalty: 2915.142578
	Iteration 27Q: 3 clusters Score -902559.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -902574.375000 Penalty: 2915.142578
	Iteration 28Q: 3 clusters Score -902574.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -902588.937500 Penalty: 2915.142578
	Iteration 29Q: 3 clusters Score -902588.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -902603.000000 Penalty: 2915.142578
	Iteration 30Q: 3 clusters Score -902603 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -902626.125000 Penalty: 2915.142578
	Iteration 31Q: 3 clusters Score -902626.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -902653.875000 Penalty: 2915.142578
	Iteration 32Q: 3 clusters Score -902653.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -902672.937500 Penalty: 2915.142578
	Iteration 33Q: 3 clusters Score -902672.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -902694.312500 Penalty: 2915.142578
	Iteration 34Q: 3 clusters Score -902694.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -902712.687500 Penalty: 2915.142578
	Iteration 35Q: 3 clusters Score -902712.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -902733.250000 Penalty: 2915.142578
	Iteration 36Q: 3 clusters Score -902733.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -902750.500000 Penalty: 2915.142578
	Iteration 37Q: 3 clusters Score -902750.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -902764.125000 Penalty: 2915.142578
	Iteration 38Q: 3 clusters Score -902764.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -902779.750000 Penalty: 2915.142578
	Iteration 39Q: 3 clusters Score -902779.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -902792.125000 Penalty: 2915.142578
	Iteration 40F: 3 clusters Score -902792.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -902801.500000 Penalty: 2915.142578
	Iteration 41Q: 3 clusters Score -902801.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -902813.250000 Penalty: 2915.142578
	Iteration 42Q: 3 clusters Score -902813.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -902820.750000 Penalty: 2915.142578
	Iteration 43Q: 3 clusters Score -902820.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -902825.625000 Penalty: 2915.142578
	Iteration 44Q: 3 clusters Score -902825.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -902829.125000 Penalty: 2915.142578
	Iteration 45Q: 3 clusters Score -902829.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -902833.375000 Penalty: 2915.142578
	Iteration 46Q: 3 clusters Score -902833.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -902836.250000 Penalty: 2915.142578
	Iteration 47Q: 3 clusters Score -902836.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -902835.687500 Penalty: 2915.142578
	Iteration 48Q: 3 clusters Score -902835.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -902837.750000 Penalty: 2915.142578
	Iteration 49Q: 3 clusters Score -902837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -902837.687500 Penalty: 2915.142578
	Iteration 50Q: 3 clusters Score -902837.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -902839.500000 Penalty: 2915.142578
	Iteration 51Q: 3 clusters Score -902839.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -902839.437500 Penalty: 2915.142578
	Iteration 52Q: 3 clusters Score -902839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -902839.687500 Penalty: 2915.142578
	Iteration 53Q: 3 clusters Score -902839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -902839.875000 Penalty: 2915.142578
	Iteration 54Q: 3 clusters Score -902839.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -902842.437500 Penalty: 2915.142578
	Iteration 55Q: 3 clusters Score -902842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -902841.500000 Penalty: 2915.142578
	Iteration 56Q: 3 clusters Score -902841.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -902841.437500 Penalty: 2915.142578
	Iteration 57Q: 3 clusters Score -902841.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -902843.437500 Penalty: 2915.142578
	Iteration 58Q: 3 clusters Score -902843.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -902843.625000 Penalty: 2915.142578
	Iteration 59Q: 3 clusters Score -902843.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -902843.375000 Penalty: 2915.142578
	Iteration 60F: 3 clusters Score -902843.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -747365.312500 Penalty: 1427.127441
	Iteration 0F: 2 clusters Score -747365.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -742455.875000 Penalty: 2854.254883
	Iteration 0F: 3 clusters Score -742455.9 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -743789.125000 Penalty: 2854.254883
	Iteration 1F: 3 clusters Score -743789.1 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -743928.812500 Penalty: 2854.254883
	Iteration 2F: 3 clusters Score -743928.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -744038.625000 Penalty: 2854.254883
	Iteration 3Q: 3 clusters Score -744038.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -744136.562500 Penalty: 2854.254883
	Iteration 4Q: 3 clusters Score -744136.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -744213.625000 Penalty: 2854.254883
	Iteration 5Q: 3 clusters Score -744213.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -744290.062500 Penalty: 2854.254883
	Iteration 6Q: 3 clusters Score -744290.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -744351.250000 Penalty: 2854.254883
	Iteration 7Q: 3 clusters Score -744351.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -744394.687500 Penalty: 2854.254883
	Iteration 8Q: 3 clusters Score -744394.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -744424.000000 Penalty: 2854.254883
	Iteration 9Q: 3 clusters Score -744424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -744460.750000 Penalty: 2854.254883
	Iteration 10Q: 3 clusters Score -744460.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -744497.187500 Penalty: 2854.254883
	Iteration 11Q: 3 clusters Score -744497.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -744526.875000 Penalty: 2854.254883
	Iteration 12Q: 3 clusters Score -744526.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -744563.375000 Penalty: 2854.254883
	Iteration 13Q: 3 clusters Score -744563.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -744597.125000 Penalty: 2854.254883
	Iteration 14Q: 3 clusters Score -744597.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -744633.500000 Penalty: 2854.254883
	Iteration 15Q: 3 clusters Score -744633.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -744682.187500 Penalty: 2854.254883
	Iteration 16Q: 3 clusters Score -744682.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -744733.250000 Penalty: 2854.254883
	Iteration 17Q: 3 clusters Score -744733.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -744785.812500 Penalty: 2854.254883
	Iteration 18Q: 3 clusters Score -744785.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -744845.437500 Penalty: 2854.254883
	Iteration 19Q: 3 clusters Score -744845.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -744909.437500 Penalty: 2854.254883
	Iteration 20F: 3 clusters Score -744909.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -744976.437500 Penalty: 2854.254883
	Iteration 21Q: 3 clusters Score -744976.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -745051.687500 Penalty: 2854.254883
	Iteration 22Q: 3 clusters Score -745051.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -745126.750000 Penalty: 2854.254883
	Iteration 23Q: 3 clusters Score -745126.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -745221.750000 Penalty: 2854.254883
	Iteration 24Q: 3 clusters Score -745221.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -745321.750000 Penalty: 2854.254883
	Iteration 25Q: 3 clusters Score -745321.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -745421.875000 Penalty: 2854.254883
	Iteration 26Q: 3 clusters Score -745421.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -745501.375000 Penalty: 2854.254883
	Iteration 27Q: 3 clusters Score -745501.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -745586.812500 Penalty: 2854.254883
	Iteration 28Q: 3 clusters Score -745586.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -745679.750000 Penalty: 2854.254883
	Iteration 29Q: 3 clusters Score -745679.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -745773.250000 Penalty: 2854.254883
	Iteration 30Q: 3 clusters Score -745773.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -745862.250000 Penalty: 2854.254883
	Iteration 31Q: 3 clusters Score -745862.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -745921.875000 Penalty: 2854.254883
	Iteration 32Q: 3 clusters Score -745921.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -745961.750000 Penalty: 2854.254883
	Iteration 33Q: 3 clusters Score -745961.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -746000.187500 Penalty: 2854.254883
	Iteration 34Q: 3 clusters Score -746000.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -746016.437500 Penalty: 2854.254883
	Iteration 35Q: 3 clusters Score -746016.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -746028.062500 Penalty: 2854.254883
	Iteration 36Q: 3 clusters Score -746028.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -746039.812500 Penalty: 2854.254883
	Iteration 37Q: 3 clusters Score -746039.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -746046.812500 Penalty: 2854.254883
	Iteration 38Q: 3 clusters Score -746046.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -746052.000000 Penalty: 2854.254883
	Iteration 39Q: 3 clusters Score -746052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -746052.750000 Penalty: 2854.254883
	Iteration 40F: 3 clusters Score -746052.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -746054.937500 Penalty: 2854.254883
	Iteration 41Q: 3 clusters Score -746054.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -746056.375000 Penalty: 2854.254883
	Iteration 42Q: 3 clusters Score -746056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -746056.687500 Penalty: 2854.254883
	Iteration 43Q: 3 clusters Score -746056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -746058.312500 Penalty: 2854.254883
	Iteration 44Q: 3 clusters Score -746058.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -746059.000000 Penalty: 2854.254883
	Iteration 45Q: 3 clusters Score -746059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -746060.125000 Penalty: 2854.254883
	Iteration 46Q: 3 clusters Score -746060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -746061.937500 Penalty: 2854.254883
	Iteration 47Q: 3 clusters Score -746061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -746062.500000 Penalty: 2854.254883
	Iteration 48Q: 3 clusters Score -746062.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -746062.500000 Penalty: 2854.254883
	Iteration 49F: 3 clusters Score -746062.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Entering Unmasked Estep 
Score: -408133.312500 Penalty: 1330.797241
	Iteration 0F: 2 clusters Score -408133.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -405021.500000 Penalty: 2661.594482
	Iteration 0F: 3 clusters Score -405021.5 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -405865.812500 Penalty: 2661.594482
	Iteration 1F: 3 clusters Score -405865.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -406066.250000 Penalty: 2661.594482
	Iteration 2F: 3 clusters Score -406066.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -406219.812500 Penalty: 2661.594482
	Iteration 3F: 3 clusters Score -406219.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -406354.031250 Penalty: 2661.594482
	Iteration 4Q: 3 clusters Score -406354 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -406467.968750 Penalty: 2661.594482
	Iteration 5Q: 3 clusters Score -406468 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -406569.218750 Penalty: 2661.594482
	Iteration 6Q: 3 clusters Score -406569.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -406657.218750 Penalty: 2661.594482
	Iteration 7Q: 3 clusters Score -406657.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -406718.156250 Penalty: 2661.594482
	Iteration 8Q: 3 clusters Score -406718.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -406764.312500 Penalty: 2661.594482
	Iteration 9Q: 3 clusters Score -406764.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -406811.843750 Penalty: 2661.594482
	Iteration 10Q: 3 clusters Score -406811.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -406843.375000 Penalty: 2661.594482
	Iteration 11Q: 3 clusters Score -406843.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -406871.250000 Penalty: 2661.594482
	Iteration 12Q: 3 clusters Score -406871.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -406891.500000 Penalty: 2661.594482
	Iteration 13Q: 3 clusters Score -406891.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -406929.375000 Penalty: 2661.594482
	Iteration 14Q: 3 clusters Score -406929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -406954.125000 Penalty: 2661.594482
	Iteration 15Q: 3 clusters Score -406954.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -406969.000000 Penalty: 2661.594482
	Iteration 16Q: 3 clusters Score -406969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -406981.156250 Penalty: 2661.594482
	Iteration 17Q: 3 clusters Score -406981.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -406992.343750 Penalty: 2661.594482
	Iteration 18Q: 3 clusters Score -406992.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -406999.718750 Penalty: 2661.594482
	Iteration 19Q: 3 clusters Score -406999.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -407005.625000 Penalty: 2661.594482
	Iteration 20F: 3 clusters Score -407005.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -407009.562500 Penalty: 2661.594482
	Iteration 21Q: 3 clusters Score -407009.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -407014.000000 Penalty: 2661.594482
	Iteration 22Q: 3 clusters Score -407014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -407014.156250 Penalty: 2661.594482
	Iteration 23Q: 3 clusters Score -407014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -407014.156250 Penalty: 2661.594482
	Iteration 24F: 3 clusters Score -407014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Entering Unmasked Estep 
Score: -1166258.250000 Penalty: 1501.294189
	Iteration 0F: 2 clusters Score -1166258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1158901.625000 Penalty: 3002.588379
	Iteration 0F: 3 clusters Score -1158902 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1161331.125000 Penalty: 3002.588379
	Iteration 1F: 3 clusters Score -1161331 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1161717.500000 Penalty: 3002.588379
	Iteration 2F: 3 clusters Score -1161718 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1162175.000000 Penalty: 3002.588379
	Iteration 3F: 3 clusters Score -1162175 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1162660.875000 Penalty: 3002.588379
	Iteration 4F: 3 clusters Score -1162661 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1163106.250000 Penalty: 3002.588379
	Iteration 5F: 3 clusters Score -1163106 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1163501.375000 Penalty: 3002.588379
	Iteration 6F: 3 clusters Score -1163501 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1163820.000000 Penalty: 3002.588379
	Iteration 7F: 3 clusters Score -1163820 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1164065.125000 Penalty: 3002.588379
	Iteration 8Q: 3 clusters Score -1164065 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1164257.500000 Penalty: 3002.588379
	Iteration 9Q: 3 clusters Score -1164258 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1164396.000000 Penalty: 3002.588379
	Iteration 10Q: 3 clusters Score -1164396 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1164487.000000 Penalty: 3002.588379
	Iteration 11Q: 3 clusters Score -1164487 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1164543.375000 Penalty: 3002.588379
	Iteration 12Q: 3 clusters Score -1164543 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1164581.125000 Penalty: 3002.588379
	Iteration 13Q: 3 clusters Score -1164581 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1164621.250000 Penalty: 3002.588379
	Iteration 14Q: 3 clusters Score -1164621 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1164644.500000 Penalty: 3002.588379
	Iteration 15Q: 3 clusters Score -1164644 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1164660.750000 Penalty: 3002.588379
	Iteration 16Q: 3 clusters Score -1164661 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1164675.000000 Penalty: 3002.588379
	Iteration 17Q: 3 clusters Score -1164675 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1164691.625000 Penalty: 3002.588379
	Iteration 18Q: 3 clusters Score -1164692 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1164711.500000 Penalty: 3002.588379
	Iteration 19Q: 3 clusters Score -1164712 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1164732.750000 Penalty: 3002.588379
	Iteration 20F: 3 clusters Score -1164733 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1164757.750000 Penalty: 3002.588379
	Iteration 21Q: 3 clusters Score -1164758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1164787.125000 Penalty: 3002.588379
	Iteration 22Q: 3 clusters Score -1164787 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1164813.375000 Penalty: 3002.588379
	Iteration 23Q: 3 clusters Score -1164813 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1164830.625000 Penalty: 3002.588379
	Iteration 24Q: 3 clusters Score -1164831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1164850.750000 Penalty: 3002.588379
	Iteration 25Q: 3 clusters Score -1164851 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1164870.000000 Penalty: 3002.588379
	Iteration 26Q: 3 clusters Score -1164870 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1164887.250000 Penalty: 3002.588379
	Iteration 27Q: 3 clusters Score -1164887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1164906.625000 Penalty: 3002.588379
	Iteration 28Q: 3 clusters Score -1164907 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1164925.000000 Penalty: 3002.588379
	Iteration 29Q: 3 clusters Score -1164925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1164940.750000 Penalty: 3002.588379
	Iteration 30Q: 3 clusters Score -1164941 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1164958.000000 Penalty: 3002.588379
	Iteration 31Q: 3 clusters Score -1164958 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1164978.625000 Penalty: 3002.588379
	Iteration 32Q: 3 clusters Score -1164979 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1164996.875000 Penalty: 3002.588379
	Iteration 33Q: 3 clusters Score -1164997 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1165026.125000 Penalty: 3002.588379
	Iteration 34Q: 3 clusters Score -1165026 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1165056.375000 Penalty: 3002.588379
	Iteration 35Q: 3 clusters Score -1165056 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1165078.250000 Penalty: 3002.588379
	Iteration 36Q: 3 clusters Score -1165078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1165101.625000 Penalty: 3002.588379
	Iteration 37Q: 3 clusters Score -1165102 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1165123.875000 Penalty: 3002.588379
	Iteration 38Q: 3 clusters Score -1165124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1165144.000000 Penalty: 3002.588379
	Iteration 39Q: 3 clusters Score -1165144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1165181.375000 Penalty: 3002.588379
	Iteration 40F: 3 clusters Score -1165181 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1165212.750000 Penalty: 3002.588379
	Iteration 41Q: 3 clusters Score -1165213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1165233.750000 Penalty: 3002.588379
	Iteration 42Q: 3 clusters Score -1165234 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1165259.875000 Penalty: 3002.588379
	Iteration 43Q: 3 clusters Score -1165260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1165275.625000 Penalty: 3002.588379
	Iteration 44Q: 3 clusters Score -1165276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1165289.500000 Penalty: 3002.588379
	Iteration 45Q: 3 clusters Score -1165290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1165295.625000 Penalty: 3002.588379
	Iteration 46Q: 3 clusters Score -1165296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1165303.125000 Penalty: 3002.588379
	Iteration 47Q: 3 clusters Score -1165303 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1165308.500000 Penalty: 3002.588379
	Iteration 48Q: 3 clusters Score -1165308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1165316.250000 Penalty: 3002.588379
	Iteration 49Q: 3 clusters Score -1165316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1165317.250000 Penalty: 3002.588379
	Iteration 50Q: 3 clusters Score -1165317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1165319.750000 Penalty: 3002.588379
	Iteration 51Q: 3 clusters Score -1165320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1165320.625000 Penalty: 3002.588379
	Iteration 52Q: 3 clusters Score -1165321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1165320.375000 Penalty: 3002.588379
	Iteration 53Q: 3 clusters Score -1165320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1165320.375000 Penalty: 3002.588379
	Iteration 54Q: 3 clusters Score -1165320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1165320.375000 Penalty: 3002.588379
	Iteration 55Q: 3 clusters Score -1165320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1165320.375000 Penalty: 3002.588379
	Iteration 56F: 3 clusters Score -1165320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -38668.394531 Penalty: 1036.218140
	Iteration 0F: 2 clusters Score -38668.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -37774.175781 Penalty: 2072.436279
	Iteration 0F: 3 clusters Score -37774.18 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38427.078125 Penalty: 2072.436279
	Iteration 1F: 3 clusters Score -38427.08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -38562.718750 Penalty: 2072.436279
	Iteration 2F: 3 clusters Score -38562.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -38630.027344 Penalty: 2072.436279
	Iteration 3Q: 3 clusters Score -38630.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -38661.117188 Penalty: 2072.436279
	Iteration 4Q: 3 clusters Score -38661.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -38687.820312 Penalty: 2072.436279
	Iteration 5Q: 3 clusters Score -38687.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -38689.464844 Penalty: 2072.436279
	Iteration 6Q: 3 clusters Score -38689.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -38689.464844 Penalty: 2072.436279
	Iteration 7F: 3 clusters Score -38689.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 126 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6303 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Mstep: Class 43 contains 462 members 
Entering Unmasked Estep 
Score: -40122664.000000 Penalty: 89428.890625
Splitting cluster 10 changes total score from -40123692.000000 to -40122664.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Entering Unmasked Estep 
Score: -588030.500000 Penalty: 1387.897827
	Iteration 0F: 2 clusters Score -588030.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -583974.812500 Penalty: 2775.795654
	Iteration 0F: 3 clusters Score -583974.8 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -585076.375000 Penalty: 2775.795654
	Iteration 1F: 3 clusters Score -585076.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -585228.812500 Penalty: 2775.795654
	Iteration 2F: 3 clusters Score -585228.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -585336.312500 Penalty: 2775.795654
	Iteration 3Q: 3 clusters Score -585336.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -585445.812500 Penalty: 2775.795654
	Iteration 4Q: 3 clusters Score -585445.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -585561.625000 Penalty: 2775.795654
	Iteration 5Q: 3 clusters Score -585561.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -585664.062500 Penalty: 2775.795654
	Iteration 6Q: 3 clusters Score -585664.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -585768.750000 Penalty: 2775.795654
	Iteration 7Q: 3 clusters Score -585768.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -585889.500000 Penalty: 2775.795654
	Iteration 8Q: 3 clusters Score -585889.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -586017.875000 Penalty: 2775.795654
	Iteration 9Q: 3 clusters Score -586017.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -586130.875000 Penalty: 2775.795654
	Iteration 10Q: 3 clusters Score -586130.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -586248.812500 Penalty: 2775.795654
	Iteration 11Q: 3 clusters Score -586248.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -586357.687500 Penalty: 2775.795654
	Iteration 12Q: 3 clusters Score -586357.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -586455.250000 Penalty: 2775.795654
	Iteration 13Q: 3 clusters Score -586455.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -586556.000000 Penalty: 2775.795654
	Iteration 14Q: 3 clusters Score -586556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -586642.500000 Penalty: 2775.795654
	Iteration 15Q: 3 clusters Score -586642.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -586694.875000 Penalty: 2775.795654
	Iteration 16Q: 3 clusters Score -586694.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -586739.562500 Penalty: 2775.795654
	Iteration 17Q: 3 clusters Score -586739.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -586789.812500 Penalty: 2775.795654
	Iteration 18Q: 3 clusters Score -586789.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -586826.562500 Penalty: 2775.795654
	Iteration 19Q: 3 clusters Score -586826.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -586849.750000 Penalty: 2775.795654
	Iteration 20F: 3 clusters Score -586849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -586863.125000 Penalty: 2775.795654
	Iteration 21Q: 3 clusters Score -586863.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -586876.500000 Penalty: 2775.795654
	Iteration 22Q: 3 clusters Score -586876.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -586886.000000 Penalty: 2775.795654
	Iteration 23Q: 3 clusters Score -586886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -586891.687500 Penalty: 2775.795654
	Iteration 24Q: 3 clusters Score -586891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -586893.437500 Penalty: 2775.795654
	Iteration 25Q: 3 clusters Score -586893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -586896.500000 Penalty: 2775.795654
	Iteration 26Q: 3 clusters Score -586896.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -586898.187500 Penalty: 2775.795654
	Iteration 27Q: 3 clusters Score -586898.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -586898.187500 Penalty: 2775.795654
	Iteration 28F: 3 clusters Score -586898.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -121458.820312 Penalty: 1139.028931
	Iteration 0F: 2 clusters Score -121458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119955.929688 Penalty: 2278.057861
	Iteration 0F: 3 clusters Score -119955.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -120276.093750 Penalty: 2278.057861
	Iteration 1F: 3 clusters Score -120276.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120367.617188 Penalty: 2278.057861
	Iteration 2F: 3 clusters Score -120367.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120433.351562 Penalty: 2278.057861
	Iteration 3Q: 3 clusters Score -120433.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120472.445312 Penalty: 2278.057861
	Iteration 4Q: 3 clusters Score -120472.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -120497.828125 Penalty: 2278.057861
	Iteration 5Q: 3 clusters Score -120497.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120516.085938 Penalty: 2278.057861
	Iteration 6Q: 3 clusters Score -120516.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -120534.273438 Penalty: 2278.057861
	Iteration 7Q: 3 clusters Score -120534.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120544.953125 Penalty: 2278.057861
	Iteration 8Q: 3 clusters Score -120545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -120556.812500 Penalty: 2278.057861
	Iteration 9Q: 3 clusters Score -120556.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120569.898438 Penalty: 2278.057861
	Iteration 10Q: 3 clusters Score -120569.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120578.804688 Penalty: 2278.057861
	Iteration 11Q: 3 clusters Score -120578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120589.015625 Penalty: 2278.057861
	Iteration 12Q: 3 clusters Score -120589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120598.328125 Penalty: 2278.057861
	Iteration 13Q: 3 clusters Score -120598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -120602.890625 Penalty: 2278.057861
	Iteration 14Q: 3 clusters Score -120602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120607.851562 Penalty: 2278.057861
	Iteration 15Q: 3 clusters Score -120607.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120614.148438 Penalty: 2278.057861
	Iteration 16Q: 3 clusters Score -120614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120622.031250 Penalty: 2278.057861
	Iteration 17Q: 3 clusters Score -120622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120630.234375 Penalty: 2278.057861
	Iteration 18Q: 3 clusters Score -120630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120640.031250 Penalty: 2278.057861
	Iteration 19Q: 3 clusters Score -120640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120648.773438 Penalty: 2278.057861
	Iteration 20F: 3 clusters Score -120648.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120667.710938 Penalty: 2278.057861
	Iteration 21Q: 3 clusters Score -120667.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120682.890625 Penalty: 2278.057861
	Iteration 22Q: 3 clusters Score -120682.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -120697.101562 Penalty: 2278.057861
	Iteration 23Q: 3 clusters Score -120697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120711.953125 Penalty: 2278.057861
	Iteration 24Q: 3 clusters Score -120712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120727.914062 Penalty: 2278.057861
	Iteration 25Q: 3 clusters Score -120727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120740.890625 Penalty: 2278.057861
	Iteration 26Q: 3 clusters Score -120740.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -120753.062500 Penalty: 2278.057861
	Iteration 27Q: 3 clusters Score -120753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -120763.265625 Penalty: 2278.057861
	Iteration 28Q: 3 clusters Score -120763.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120771.828125 Penalty: 2278.057861
	Iteration 29Q: 3 clusters Score -120771.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120785.687500 Penalty: 2278.057861
	Iteration 30Q: 3 clusters Score -120785.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -120797.882812 Penalty: 2278.057861
	Iteration 31Q: 3 clusters Score -120797.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120814.398438 Penalty: 2278.057861
	Iteration 32Q: 3 clusters Score -120814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120833.000000 Penalty: 2278.057861
	Iteration 33Q: 3 clusters Score -120833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120859.304688 Penalty: 2278.057861
	Iteration 34Q: 3 clusters Score -120859.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -120876.664062 Penalty: 2278.057861
	Iteration 35Q: 3 clusters Score -120876.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120895.664062 Penalty: 2278.057861
	Iteration 36Q: 3 clusters Score -120895.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120916.500000 Penalty: 2278.057861
	Iteration 37Q: 3 clusters Score -120916.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120931.710938 Penalty: 2278.057861
	Iteration 38Q: 3 clusters Score -120931.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120954.867188 Penalty: 2278.057861
	Iteration 39Q: 3 clusters Score -120954.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -120980.226562 Penalty: 2278.057861
	Iteration 40F: 3 clusters Score -120980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -121005.851562 Penalty: 2278.057861
	Iteration 41Q: 3 clusters Score -121005.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -121031.703125 Penalty: 2278.057861
	Iteration 42Q: 3 clusters Score -121031.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -121048.562500 Penalty: 2278.057861
	Iteration 43Q: 3 clusters Score -121048.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -121072.187500 Penalty: 2278.057861
	Iteration 44Q: 3 clusters Score -121072.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -121090.835938 Penalty: 2278.057861
	Iteration 45Q: 3 clusters Score -121090.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -121110.492188 Penalty: 2278.057861
	Iteration 46Q: 3 clusters Score -121110.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -121127.179688 Penalty: 2278.057861
	Iteration 47Q: 3 clusters Score -121127.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -121136.054688 Penalty: 2278.057861
	Iteration 48Q: 3 clusters Score -121136.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -121143.437500 Penalty: 2278.057861
	Iteration 49Q: 3 clusters Score -121143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121144.835938 Penalty: 2278.057861
	Iteration 50Q: 3 clusters Score -121144.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -121144.835938 Penalty: 2278.057861
	Iteration 51F: 3 clusters Score -121144.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -194842.703125 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -194842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -192888.140625 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -192888.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193286.593750 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -193286.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -193415.046875 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -193415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -193515.859375 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -193515.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -193667.734375 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -193667.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -193853.359375 Penalty: 2428.193115
	Iteration 5F: 3 clusters Score -193853.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -194033.515625 Penalty: 2428.193115
	Iteration 6F: 3 clusters Score -194033.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -194188.203125 Penalty: 2428.193115
	Iteration 7F: 3 clusters Score -194188.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -194294.453125 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -194294.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -194344.796875 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -194344.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -194360.437500 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -194360.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -194368.375000 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -194368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -194372.859375 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -194372.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -194379.953125 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -194380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -194385.812500 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -194385.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -194391.390625 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -194391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -194399.156250 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -194399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -194402.578125 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -194402.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -194404.031250 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -194404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -194405.343750 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -194405.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -194409.468750 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -194409.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -194414.890625 Penalty: 2428.193115
	Iteration 21Q: 3 clusters Score -194414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -194417.343750 Penalty: 2428.193115
	Iteration 22Q: 3 clusters Score -194417.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -194419.750000 Penalty: 2428.193115
	Iteration 23Q: 3 clusters Score -194419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -194421.234375 Penalty: 2428.193115
	Iteration 24Q: 3 clusters Score -194421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -194421.515625 Penalty: 2428.193115
	Iteration 25Q: 3 clusters Score -194421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -194421.515625 Penalty: 2428.193115
	Iteration 26F: 3 clusters Score -194421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1081324.750000 Penalty: 1485.671997
	Iteration 0F: 2 clusters Score -1081325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1074514.625000 Penalty: 2971.343994
	Iteration 0F: 3 clusters Score -1074515 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1076660.375000 Penalty: 2971.343994
	Iteration 1F: 3 clusters Score -1076660 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1076880.000000 Penalty: 2971.343994
	Iteration 2F: 3 clusters Score -1076880 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1077078.375000 Penalty: 2971.343994
	Iteration 3Q: 3 clusters Score -1077078 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1077292.750000 Penalty: 2971.343994
	Iteration 4Q: 3 clusters Score -1077293 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1077524.750000 Penalty: 2971.343994
	Iteration 5Q: 3 clusters Score -1077525 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1077783.000000 Penalty: 2971.343994
	Iteration 6Q: 3 clusters Score -1077783 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1078089.000000 Penalty: 2971.343994
	Iteration 7F: 3 clusters Score -1078089 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1078433.750000 Penalty: 2971.343994
	Iteration 8F: 3 clusters Score -1078434 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1078782.750000 Penalty: 2971.343994
	Iteration 9F: 3 clusters Score -1078783 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1079111.000000 Penalty: 2971.343994
	Iteration 10Q: 3 clusters Score -1079111 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1079371.875000 Penalty: 2971.343994
	Iteration 11Q: 3 clusters Score -1079372 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1079584.125000 Penalty: 2971.343994
	Iteration 12Q: 3 clusters Score -1079584 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1079720.000000 Penalty: 2971.343994
	Iteration 13Q: 3 clusters Score -1079720 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1079816.625000 Penalty: 2971.343994
	Iteration 14Q: 3 clusters Score -1079817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1079874.000000 Penalty: 2971.343994
	Iteration 15Q: 3 clusters Score -1079874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1079923.875000 Penalty: 2971.343994
	Iteration 16Q: 3 clusters Score -1079924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1079959.375000 Penalty: 2971.343994
	Iteration 17Q: 3 clusters Score -1079959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1079981.000000 Penalty: 2971.343994
	Iteration 18Q: 3 clusters Score -1079981 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1079999.875000 Penalty: 2971.343994
	Iteration 19Q: 3 clusters Score -1080000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1080015.500000 Penalty: 2971.343994
	Iteration 20F: 3 clusters Score -1080016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1080024.500000 Penalty: 2971.343994
	Iteration 21Q: 3 clusters Score -1080024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1080032.250000 Penalty: 2971.343994
	Iteration 22Q: 3 clusters Score -1080032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1080038.875000 Penalty: 2971.343994
	Iteration 23Q: 3 clusters Score -1080039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1080038.500000 Penalty: 2971.343994
	Iteration 24Q: 3 clusters Score -1080038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1080038.500000 Penalty: 2971.343994
	Iteration 25F: 3 clusters Score -1080038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -371771.281250 Penalty: 1316.128296
	Iteration 0F: 2 clusters Score -371771.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -368878.593750 Penalty: 2632.256592
	Iteration 0F: 3 clusters Score -368878.6 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -369653.812500 Penalty: 2632.256592
	Iteration 1F: 3 clusters Score -369653.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -369791.531250 Penalty: 2632.256592
	Iteration 2F: 3 clusters Score -369791.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -369876.156250 Penalty: 2632.256592
	Iteration 3Q: 3 clusters Score -369876.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -369949.906250 Penalty: 2632.256592
	Iteration 4Q: 3 clusters Score -369949.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -370020.843750 Penalty: 2632.256592
	Iteration 5Q: 3 clusters Score -370020.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -370079.906250 Penalty: 2632.256592
	Iteration 6Q: 3 clusters Score -370079.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -370137.343750 Penalty: 2632.256592
	Iteration 7Q: 3 clusters Score -370137.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -370192.843750 Penalty: 2632.256592
	Iteration 8Q: 3 clusters Score -370192.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -370250.500000 Penalty: 2632.256592
	Iteration 9Q: 3 clusters Score -370250.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -370316.843750 Penalty: 2632.256592
	Iteration 10Q: 3 clusters Score -370316.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -370400.906250 Penalty: 2632.256592
	Iteration 11Q: 3 clusters Score -370400.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -370506.312500 Penalty: 2632.256592
	Iteration 12Q: 3 clusters Score -370506.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -370600.062500 Penalty: 2632.256592
	Iteration 13Q: 3 clusters Score -370600.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -370677.375000 Penalty: 2632.256592
	Iteration 14Q: 3 clusters Score -370677.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -370734.281250 Penalty: 2632.256592
	Iteration 15Q: 3 clusters Score -370734.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -370789.906250 Penalty: 2632.256592
	Iteration 16Q: 3 clusters Score -370789.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -370839.031250 Penalty: 2632.256592
	Iteration 17Q: 3 clusters Score -370839 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -370884.718750 Penalty: 2632.256592
	Iteration 18Q: 3 clusters Score -370884.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -370932.250000 Penalty: 2632.256592
	Iteration 19Q: 3 clusters Score -370932.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -370959.968750 Penalty: 2632.256592
	Iteration 20F: 3 clusters Score -370960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -370977.718750 Penalty: 2632.256592
	Iteration 21Q: 3 clusters Score -370977.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -370989.593750 Penalty: 2632.256592
	Iteration 22Q: 3 clusters Score -370989.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -370999.937500 Penalty: 2632.256592
	Iteration 23Q: 3 clusters Score -370999.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -371004.875000 Penalty: 2632.256592
	Iteration 24Q: 3 clusters Score -371004.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -371010.687500 Penalty: 2632.256592
	Iteration 25Q: 3 clusters Score -371010.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -371013.812500 Penalty: 2632.256592
	Iteration 26Q: 3 clusters Score -371013.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -371019.562500 Penalty: 2632.256592
	Iteration 27Q: 3 clusters Score -371019.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -371022.656250 Penalty: 2632.256592
	Iteration 28Q: 3 clusters Score -371022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -371026.500000 Penalty: 2632.256592
	Iteration 29Q: 3 clusters Score -371026.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371029.187500 Penalty: 2632.256592
	Iteration 30Q: 3 clusters Score -371029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371031.000000 Penalty: 2632.256592
	Iteration 31Q: 3 clusters Score -371031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -371032.375000 Penalty: 2632.256592
	Iteration 32Q: 3 clusters Score -371032.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -371032.187500 Penalty: 2632.256592
	Iteration 33Q: 3 clusters Score -371032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371032.343750 Penalty: 2632.256592
	Iteration 34Q: 3 clusters Score -371032.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371033.593750 Penalty: 2632.256592
	Iteration 35Q: 3 clusters Score -371033.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -371033.593750 Penalty: 2632.256592
	Iteration 36F: 3 clusters Score -371033.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89379 members 
Entering Unmasked Estep 
Score: -10250257.000000 Penalty: 1852.604248
	Iteration 0F: 2 clusters Score -1.025026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -10190782.000000 Penalty: 3705.208496
	Iteration 0F: 3 clusters Score -1.019078e+07 nChanged 42589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -10215749.000000 Penalty: 3705.208496
	Iteration 1F: 3 clusters Score -1.021575e+07 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -10217131.000000 Penalty: 3705.208496
	Iteration 2Q: 3 clusters Score -1.021713e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54434 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -10219289.000000 Penalty: 3705.208496
	Iteration 3F: 3 clusters Score -1.021929e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59436 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -10222939.000000 Penalty: 3705.208496
	Iteration 4F: 3 clusters Score -1.022294e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -10228346.000000 Penalty: 3705.208496
	Iteration 5F: 3 clusters Score -1.022835e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -10234968.000000 Penalty: 3705.208496
	Iteration 6F: 3 clusters Score -1.023497e+07 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79119 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -10241017.000000 Penalty: 3705.208496
	Iteration 7F: 3 clusters Score -1.024102e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83193 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -10244948.000000 Penalty: 3705.208496
	Iteration 8Q: 3 clusters Score -1.024495e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85429 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -10247097.000000 Penalty: 3705.208496
	Iteration 9Q: 3 clusters Score -1.02471e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86554 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -10248152.000000 Penalty: 3705.208496
	Iteration 10Q: 3 clusters Score -1.024815e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87172 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -10248752.000000 Penalty: 3705.208496
	Iteration 11Q: 3 clusters Score -1.024875e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87487 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -10248997.000000 Penalty: 3705.208496
	Iteration 12Q: 3 clusters Score -1.0249e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87686 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10249148.000000 Penalty: 3705.208496
	Iteration 13Q: 3 clusters Score -1.024915e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87806 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10249229.000000 Penalty: 3705.208496
	Iteration 14Q: 3 clusters Score -1.024923e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87878 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -10249266.000000 Penalty: 3705.208496
	Iteration 15Q: 3 clusters Score -1.024927e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -10249283.000000 Penalty: 3705.208496
	Iteration 16Q: 3 clusters Score -1.024928e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10249307.000000 Penalty: 3705.208496
	Iteration 17Q: 3 clusters Score -1.024931e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88004 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -10249325.000000 Penalty: 3705.208496
	Iteration 18Q: 3 clusters Score -1.024932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88015 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10249337.000000 Penalty: 3705.208496
	Iteration 19Q: 3 clusters Score -1.024934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88029 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10249331.000000 Penalty: 3705.208496
	Iteration 20F: 3 clusters Score -1.024933e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88041 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -10249337.000000 Penalty: 3705.208496
	Iteration 21Q: 3 clusters Score -1.024934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -10249328.000000 Penalty: 3705.208496
	Iteration 22Q: 3 clusters Score -1.024933e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88060 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -10249326.000000 Penalty: 3705.208496
	Iteration 23Q: 3 clusters Score -1.024933e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -10249338.000000 Penalty: 3705.208496
	Iteration 24Q: 3 clusters Score -1.024934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -10249342.000000 Penalty: 3705.208496
	Iteration 25Q: 3 clusters Score -1.024934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88092 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10249341.000000 Penalty: 3705.208496
	Iteration 26Q: 3 clusters Score -1.024934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88099 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10249338.000000 Penalty: 3705.208496
	Iteration 27Q: 3 clusters Score -1.024934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88104 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10249343.000000 Penalty: 3705.208496
	Iteration 28Q: 3 clusters Score -1.024934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88106 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -10249334.000000 Penalty: 3705.208496
	Iteration 29Q: 3 clusters Score -1.024933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88108 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10249346.000000 Penalty: 3705.208496
	Iteration 30Q: 3 clusters Score -1.024935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88110 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -10249341.000000 Penalty: 3705.208496
	Iteration 31Q: 3 clusters Score -1.024934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88111 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -10249340.000000 Penalty: 3705.208496
	Iteration 32Q: 3 clusters Score -1.024934e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -10249349.000000 Penalty: 3705.208496
	Iteration 33Q: 3 clusters Score -1.024935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10249349.000000 Penalty: 3705.208496
	Iteration 34Q: 3 clusters Score -1.024935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88115 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10249349.000000 Penalty: 3705.208496
	Iteration 35F: 3 clusters Score -1.024935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Entering Unmasked Estep 
Score: -1797170.000000 Penalty: 1569.648682
	Iteration 0F: 2 clusters Score -1797170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1786381.250000 Penalty: 3139.297363
	Iteration 0F: 3 clusters Score -1786381 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1790170.500000 Penalty: 3139.297363
	Iteration 1F: 3 clusters Score -1790170 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1790572.500000 Penalty: 3139.297363
	Iteration 2F: 3 clusters Score -1790572 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1791082.500000 Penalty: 3139.297363
	Iteration 3F: 3 clusters Score -1791082 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1791727.875000 Penalty: 3139.297363
	Iteration 4F: 3 clusters Score -1791728 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1792527.000000 Penalty: 3139.297363
	Iteration 5F: 3 clusters Score -1792527 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1793468.750000 Penalty: 3139.297363
	Iteration 6F: 3 clusters Score -1793469 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1794363.875000 Penalty: 3139.297363
	Iteration 7F: 3 clusters Score -1794364 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1795034.750000 Penalty: 3139.297363
	Iteration 8Q: 3 clusters Score -1795035 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1795483.875000 Penalty: 3139.297363
	Iteration 9Q: 3 clusters Score -1795484 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1795751.000000 Penalty: 3139.297363
	Iteration 10Q: 3 clusters Score -1795751 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1795910.250000 Penalty: 3139.297363
	Iteration 11Q: 3 clusters Score -1795910 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1796032.875000 Penalty: 3139.297363
	Iteration 12Q: 3 clusters Score -1796033 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1796134.500000 Penalty: 3139.297363
	Iteration 13Q: 3 clusters Score -1796134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1796210.750000 Penalty: 3139.297363
	Iteration 14Q: 3 clusters Score -1796211 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1796261.625000 Penalty: 3139.297363
	Iteration 15Q: 3 clusters Score -1796262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1796296.875000 Penalty: 3139.297363
	Iteration 16Q: 3 clusters Score -1796297 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1796341.750000 Penalty: 3139.297363
	Iteration 17Q: 3 clusters Score -1796342 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -1796364.125000 Penalty: 3139.297363
	Iteration 18Q: 3 clusters Score -1796364 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1796385.000000 Penalty: 3139.297363
	Iteration 19Q: 3 clusters Score -1796385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1796400.750000 Penalty: 3139.297363
	Iteration 20F: 3 clusters Score -1796401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1796411.500000 Penalty: 3139.297363
	Iteration 21Q: 3 clusters Score -1796412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1796421.000000 Penalty: 3139.297363
	Iteration 22Q: 3 clusters Score -1796421 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -1796424.125000 Penalty: 3139.297363
	Iteration 23Q: 3 clusters Score -1796424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1796423.375000 Penalty: 3139.297363
	Iteration 24Q: 3 clusters Score -1796423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1796428.375000 Penalty: 3139.297363
	Iteration 25Q: 3 clusters Score -1796428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -1796427.250000 Penalty: 3139.297363
	Iteration 26Q: 3 clusters Score -1796427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -1796428.875000 Penalty: 3139.297363
	Iteration 27Q: 3 clusters Score -1796429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1796432.375000 Penalty: 3139.297363
	Iteration 28Q: 3 clusters Score -1796432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1796435.125000 Penalty: 3139.297363
	Iteration 29Q: 3 clusters Score -1796435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -1796443.250000 Penalty: 3139.297363
	Iteration 30Q: 3 clusters Score -1796443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1796440.125000 Penalty: 3139.297363
	Iteration 31Q: 3 clusters Score -1796440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1796442.625000 Penalty: 3139.297363
	Iteration 32Q: 3 clusters Score -1796443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1796442.625000 Penalty: 3139.297363
	Iteration 33Q: 3 clusters Score -1796443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1796444.250000 Penalty: 3139.297363
	Iteration 34Q: 3 clusters Score -1796444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1796444.250000 Penalty: 3139.297363
	Iteration 35F: 3 clusters Score -1796444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Entering Unmasked Estep 
Score: -629627.312500 Penalty: 1414.562500
	Iteration 0F: 2 clusters Score -629627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -625038.500000 Penalty: 2829.125000
	Iteration 0F: 3 clusters Score -625038.5 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -626686.312500 Penalty: 2829.125000
	Iteration 1F: 3 clusters Score -626686.3 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -627128.625000 Penalty: 2829.125000
	Iteration 2F: 3 clusters Score -627128.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -627517.500000 Penalty: 2829.125000
	Iteration 3F: 3 clusters Score -627517.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -627877.250000 Penalty: 2829.125000
	Iteration 4F: 3 clusters Score -627877.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -628108.750000 Penalty: 2829.125000
	Iteration 5F: 3 clusters Score -628108.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -628247.875000 Penalty: 2829.125000
	Iteration 6Q: 3 clusters Score -628247.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -628342.375000 Penalty: 2829.125000
	Iteration 7Q: 3 clusters Score -628342.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -628424.812500 Penalty: 2829.125000
	Iteration 8Q: 3 clusters Score -628424.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -628498.750000 Penalty: 2829.125000
	Iteration 9Q: 3 clusters Score -628498.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -628558.625000 Penalty: 2829.125000
	Iteration 10Q: 3 clusters Score -628558.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -628609.125000 Penalty: 2829.125000
	Iteration 11Q: 3 clusters Score -628609.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -628644.250000 Penalty: 2829.125000
	Iteration 12Q: 3 clusters Score -628644.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -628674.312500 Penalty: 2829.125000
	Iteration 13Q: 3 clusters Score -628674.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -628708.000000 Penalty: 2829.125000
	Iteration 14Q: 3 clusters Score -628708 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -628732.875000 Penalty: 2829.125000
	Iteration 15Q: 3 clusters Score -628732.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -628749.187500 Penalty: 2829.125000
	Iteration 16Q: 3 clusters Score -628749.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -628763.500000 Penalty: 2829.125000
	Iteration 17Q: 3 clusters Score -628763.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -628772.625000 Penalty: 2829.125000
	Iteration 18Q: 3 clusters Score -628772.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -628780.000000 Penalty: 2829.125000
	Iteration 19Q: 3 clusters Score -628780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -628796.125000 Penalty: 2829.125000
	Iteration 20F: 3 clusters Score -628796.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -628802.687500 Penalty: 2829.125000
	Iteration 21Q: 3 clusters Score -628802.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -628811.062500 Penalty: 2829.125000
	Iteration 22Q: 3 clusters Score -628811.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -628815.562500 Penalty: 2829.125000
	Iteration 23Q: 3 clusters Score -628815.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -628829.437500 Penalty: 2829.125000
	Iteration 24Q: 3 clusters Score -628829.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -628837.750000 Penalty: 2829.125000
	Iteration 25Q: 3 clusters Score -628837.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -628846.187500 Penalty: 2829.125000
	Iteration 26Q: 3 clusters Score -628846.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -628855.687500 Penalty: 2829.125000
	Iteration 27Q: 3 clusters Score -628855.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -628864.750000 Penalty: 2829.125000
	Iteration 28Q: 3 clusters Score -628864.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -628873.250000 Penalty: 2829.125000
	Iteration 29Q: 3 clusters Score -628873.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -628879.187500 Penalty: 2829.125000
	Iteration 30Q: 3 clusters Score -628879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -628889.125000 Penalty: 2829.125000
	Iteration 31Q: 3 clusters Score -628889.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -628899.500000 Penalty: 2829.125000
	Iteration 32Q: 3 clusters Score -628899.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -628906.125000 Penalty: 2829.125000
	Iteration 33Q: 3 clusters Score -628906.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -628910.750000 Penalty: 2829.125000
	Iteration 34Q: 3 clusters Score -628910.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -628912.750000 Penalty: 2829.125000
	Iteration 35Q: 3 clusters Score -628912.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -628916.750000 Penalty: 2829.125000
	Iteration 36Q: 3 clusters Score -628916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -628916.250000 Penalty: 2829.125000
	Iteration 37Q: 3 clusters Score -628916.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -628919.687500 Penalty: 2829.125000
	Iteration 38Q: 3 clusters Score -628919.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -628919.750000 Penalty: 2829.125000
	Iteration 39Q: 3 clusters Score -628919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -628920.875000 Penalty: 2829.125000
	Iteration 40F: 3 clusters Score -628920.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -628922.750000 Penalty: 2829.125000
	Iteration 41Q: 3 clusters Score -628922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -628922.187500 Penalty: 2829.125000
	Iteration 42Q: 3 clusters Score -628922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -628921.562500 Penalty: 2829.125000
	Iteration 43Q: 3 clusters Score -628921.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -628921.562500 Penalty: 2829.125000
	Iteration 44F: 3 clusters Score -628921.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Entering Unmasked Estep 
Score: -5092065.000000 Penalty: 1736.102295
	Iteration 0F: 2 clusters Score -5092065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -5062951.000000 Penalty: 3472.204590
	Iteration 0F: 3 clusters Score -5062951 nChanged 20226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -5074477.500000 Penalty: 3472.204590
	Iteration 1F: 3 clusters Score -5074478 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5075767.000000 Penalty: 3472.204590
	Iteration 2F: 3 clusters Score -5075767 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5077598.000000 Penalty: 3472.204590
	Iteration 3F: 3 clusters Score -5077598 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -5080262.500000 Penalty: 3472.204590
	Iteration 4F: 3 clusters Score -5080262 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 34169 members 
Entering Unmasked Estep 
Score: -5083517.500000 Penalty: 3472.204590
	Iteration 5F: 3 clusters Score -5083518 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -5086348.500000 Penalty: 3472.204590
	Iteration 6F: 3 clusters Score -5086348 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -5088143.500000 Penalty: 3472.204590
	Iteration 7Q: 3 clusters Score -5088144 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -5089263.000000 Penalty: 3472.204590
	Iteration 8Q: 3 clusters Score -5089263 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -5089983.000000 Penalty: 3472.204590
	Iteration 9Q: 3 clusters Score -5089983 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -5090375.000000 Penalty: 3472.204590
	Iteration 10Q: 3 clusters Score -5090375 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -5090617.000000 Penalty: 3472.204590
	Iteration 11Q: 3 clusters Score -5090617 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -5090742.500000 Penalty: 3472.204590
	Iteration 12Q: 3 clusters Score -5090742 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 41343 members 
Entering Unmasked Estep 
Score: -5090804.500000 Penalty: 3472.204590
	Iteration 13Q: 3 clusters Score -5090804 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -5090854.000000 Penalty: 3472.204590
	Iteration 14Q: 3 clusters Score -5090854 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -5090877.000000 Penalty: 3472.204590
	Iteration 15Q: 3 clusters Score -5090877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -5090893.000000 Penalty: 3472.204590
	Iteration 16Q: 3 clusters Score -5090893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -5090916.000000 Penalty: 3472.204590
	Iteration 17Q: 3 clusters Score -5090916 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -5090936.000000 Penalty: 3472.204590
	Iteration 18Q: 3 clusters Score -5090936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41800 members 
Entering Unmasked Estep 
Score: -5090944.000000 Penalty: 3472.204590
	Iteration 19Q: 3 clusters Score -5090944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -5090952.000000 Penalty: 3472.204590
	Iteration 20F: 3 clusters Score -5090952 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -5090963.000000 Penalty: 3472.204590
	Iteration 21Q: 3 clusters Score -5090963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5090981.000000 Penalty: 3472.204590
	Iteration 22Q: 3 clusters Score -5090981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5090992.000000 Penalty: 3472.204590
	Iteration 23Q: 3 clusters Score -5090992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -5091004.000000 Penalty: 3472.204590
	Iteration 24Q: 3 clusters Score -5091004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5091004.000000 Penalty: 3472.204590
	Iteration 25Q: 3 clusters Score -5091004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -5091003.500000 Penalty: 3472.204590
	Iteration 26Q: 3 clusters Score -5091004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -5091019.000000 Penalty: 3472.204590
	Iteration 27Q: 3 clusters Score -5091019 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5091025.500000 Penalty: 3472.204590
	Iteration 28Q: 3 clusters Score -5091026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5091024.000000 Penalty: 3472.204590
	Iteration 29Q: 3 clusters Score -5091024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -5091031.000000 Penalty: 3472.204590
	Iteration 30Q: 3 clusters Score -5091031 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -5091042.000000 Penalty: 3472.204590
	Iteration 31Q: 3 clusters Score -5091042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -5091043.500000 Penalty: 3472.204590
	Iteration 32Q: 3 clusters Score -5091044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -5091041.500000 Penalty: 3472.204590
	Iteration 33Q: 3 clusters Score -5091042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -5091042.000000 Penalty: 3472.204590
	Iteration 34Q: 3 clusters Score -5091042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5091039.500000 Penalty: 3472.204590
	Iteration 35Q: 3 clusters Score -5091040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5091051.000000 Penalty: 3472.204590
	Iteration 36Q: 3 clusters Score -5091051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -5091058.000000 Penalty: 3472.204590
	Iteration 37Q: 3 clusters Score -5091058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -5091060.000000 Penalty: 3472.204590
	Iteration 38Q: 3 clusters Score -5091060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5091060.000000 Penalty: 3472.204590
	Iteration 39Q: 3 clusters Score -5091060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5091060.000000 Penalty: 3472.204590
	Iteration 40F: 3 clusters Score -5091060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Entering Unmasked Estep 
Score: -2393991.750000 Penalty: 1615.299072
	Iteration 0F: 2 clusters Score -2393992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2379833.750000 Penalty: 3230.598145
	Iteration 0F: 3 clusters Score -2379834 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2385386.500000 Penalty: 3230.598145
	Iteration 1F: 3 clusters Score -2385386 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2385999.750000 Penalty: 3230.598145
	Iteration 2F: 3 clusters Score -2386000 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2386714.000000 Penalty: 3230.598145
	Iteration 3F: 3 clusters Score -2386714 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2387493.500000 Penalty: 3230.598145
	Iteration 4F: 3 clusters Score -2387494 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2388306.000000 Penalty: 3230.598145
	Iteration 5F: 3 clusters Score -2388306 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2389098.500000 Penalty: 3230.598145
	Iteration 6F: 3 clusters Score -2389098 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -2389785.000000 Penalty: 3230.598145
	Iteration 7F: 3 clusters Score -2389785 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2390260.250000 Penalty: 3230.598145
	Iteration 8Q: 3 clusters Score -2390260 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2390661.250000 Penalty: 3230.598145
	Iteration 9Q: 3 clusters Score -2390661 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2391033.500000 Penalty: 3230.598145
	Iteration 10Q: 3 clusters Score -2391034 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -2391343.500000 Penalty: 3230.598145
	Iteration 11Q: 3 clusters Score -2391344 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2391590.500000 Penalty: 3230.598145
	Iteration 12Q: 3 clusters Score -2391590 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2391745.750000 Penalty: 3230.598145
	Iteration 13Q: 3 clusters Score -2391746 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2391860.250000 Penalty: 3230.598145
	Iteration 14Q: 3 clusters Score -2391860 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -2391936.250000 Penalty: 3230.598145
	Iteration 15Q: 3 clusters Score -2391936 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2392019.750000 Penalty: 3230.598145
	Iteration 16Q: 3 clusters Score -2392020 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -2392094.750000 Penalty: 3230.598145
	Iteration 17Q: 3 clusters Score -2392095 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2392158.500000 Penalty: 3230.598145
	Iteration 18Q: 3 clusters Score -2392158 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2392208.000000 Penalty: 3230.598145
	Iteration 19Q: 3 clusters Score -2392208 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2392261.250000 Penalty: 3230.598145
	Iteration 20F: 3 clusters Score -2392261 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2392324.500000 Penalty: 3230.598145
	Iteration 21Q: 3 clusters Score -2392324 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2392391.000000 Penalty: 3230.598145
	Iteration 22Q: 3 clusters Score -2392391 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2392447.500000 Penalty: 3230.598145
	Iteration 23Q: 3 clusters Score -2392448 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2392492.250000 Penalty: 3230.598145
	Iteration 24Q: 3 clusters Score -2392492 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2392545.000000 Penalty: 3230.598145
	Iteration 25Q: 3 clusters Score -2392545 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -2392574.750000 Penalty: 3230.598145
	Iteration 26Q: 3 clusters Score -2392575 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2392618.000000 Penalty: 3230.598145
	Iteration 27Q: 3 clusters Score -2392618 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2392647.750000 Penalty: 3230.598145
	Iteration 28Q: 3 clusters Score -2392648 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2392671.250000 Penalty: 3230.598145
	Iteration 29Q: 3 clusters Score -2392671 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -2392700.250000 Penalty: 3230.598145
	Iteration 30Q: 3 clusters Score -2392700 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -2392734.250000 Penalty: 3230.598145
	Iteration 31Q: 3 clusters Score -2392734 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -2392766.250000 Penalty: 3230.598145
	Iteration 32Q: 3 clusters Score -2392766 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2392804.000000 Penalty: 3230.598145
	Iteration 33Q: 3 clusters Score -2392804 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2392837.000000 Penalty: 3230.598145
	Iteration 34Q: 3 clusters Score -2392837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2392865.750000 Penalty: 3230.598145
	Iteration 35Q: 3 clusters Score -2392866 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2392899.500000 Penalty: 3230.598145
	Iteration 36Q: 3 clusters Score -2392900 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2392926.500000 Penalty: 3230.598145
	Iteration 37Q: 3 clusters Score -2392926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2392934.750000 Penalty: 3230.598145
	Iteration 38Q: 3 clusters Score -2392935 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2392951.750000 Penalty: 3230.598145
	Iteration 39Q: 3 clusters Score -2392952 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2392983.750000 Penalty: 3230.598145
	Iteration 40F: 3 clusters Score -2392984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2393012.750000 Penalty: 3230.598145
	Iteration 41Q: 3 clusters Score -2393013 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2393040.500000 Penalty: 3230.598145
	Iteration 42Q: 3 clusters Score -2393040 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -2393063.250000 Penalty: 3230.598145
	Iteration 43Q: 3 clusters Score -2393063 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2393085.500000 Penalty: 3230.598145
	Iteration 44Q: 3 clusters Score -2393086 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2393099.000000 Penalty: 3230.598145
	Iteration 45Q: 3 clusters Score -2393099 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2393116.250000 Penalty: 3230.598145
	Iteration 46Q: 3 clusters Score -2393116 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2393126.250000 Penalty: 3230.598145
	Iteration 47Q: 3 clusters Score -2393126 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2393139.750000 Penalty: 3230.598145
	Iteration 48Q: 3 clusters Score -2393140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2393149.500000 Penalty: 3230.598145
	Iteration 49Q: 3 clusters Score -2393150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2393153.250000 Penalty: 3230.598145
	Iteration 50Q: 3 clusters Score -2393153 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2393162.500000 Penalty: 3230.598145
	Iteration 51Q: 3 clusters Score -2393162 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2393176.000000 Penalty: 3230.598145
	Iteration 52Q: 3 clusters Score -2393176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2393181.000000 Penalty: 3230.598145
	Iteration 53Q: 3 clusters Score -2393181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2393181.750000 Penalty: 3230.598145
	Iteration 54Q: 3 clusters Score -2393182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -2393182.250000 Penalty: 3230.598145
	Iteration 55Q: 3 clusters Score -2393182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2393185.750000 Penalty: 3230.598145
	Iteration 56Q: 3 clusters Score -2393186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2393186.000000 Penalty: 3230.598145
	Iteration 57Q: 3 clusters Score -2393186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2393191.250000 Penalty: 3230.598145
	Iteration 58Q: 3 clusters Score -2393191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2393193.250000 Penalty: 3230.598145
	Iteration 59Q: 3 clusters Score -2393193 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2393194.750000 Penalty: 3230.598145
	Iteration 60F: 3 clusters Score -2393195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2393192.500000 Penalty: 3230.598145
	Iteration 61Q: 3 clusters Score -2393192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2393192.250000 Penalty: 3230.598145
	Iteration 62Q: 3 clusters Score -2393192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2393190.750000 Penalty: 3230.598145
	Iteration 63Q: 3 clusters Score -2393191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2393193.750000 Penalty: 3230.598145
	Iteration 64Q: 3 clusters Score -2393194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2393190.750000 Penalty: 3230.598145
	Iteration 65Q: 3 clusters Score -2393191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2393190.750000 Penalty: 3230.598145
	Iteration 66Q: 3 clusters Score -2393191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2393192.000000 Penalty: 3230.598145
	Iteration 67Q: 3 clusters Score -2393192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2393192.000000 Penalty: 3230.598145
	Iteration 68Q: 3 clusters Score -2393192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2393191.500000 Penalty: 3230.598145
	Iteration 69Q: 3 clusters Score -2393192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2393190.750000 Penalty: 3230.598145
	Iteration 70Q: 3 clusters Score -2393191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2393190.250000 Penalty: 3230.598145
	Iteration 71Q: 3 clusters Score -2393190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2393193.000000 Penalty: 3230.598145
	Iteration 72Q: 3 clusters Score -2393193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2393193.500000 Penalty: 3230.598145
	Iteration 73Q: 3 clusters Score -2393194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2393191.000000 Penalty: 3230.598145
	Iteration 74Q: 3 clusters Score -2393191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2393191.750000 Penalty: 3230.598145
	Iteration 75Q: 3 clusters Score -2393192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2393190.500000 Penalty: 3230.598145
	Iteration 76Q: 3 clusters Score -2393190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2393190.000000 Penalty: 3230.598145
	Iteration 77Q: 3 clusters Score -2393190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2393190.500000 Penalty: 3230.598145
	Iteration 78Q: 3 clusters Score -2393190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2393189.250000 Penalty: 3230.598145
	Iteration 79Q: 3 clusters Score -2393189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2393191.250000 Penalty: 3230.598145
	Iteration 80F: 3 clusters Score -2393191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2393191.750000 Penalty: 3230.598145
	Iteration 81Q: 3 clusters Score -2393192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2393191.750000 Penalty: 3230.598145
	Iteration 82F: 3 clusters Score -2393192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -163150.515625 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -163150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -161400.468750 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -161400.5 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161773.078125 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -161773.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -161874.375000 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -161874.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161948.375000 Penalty: 2370.672607
	Iteration 3Q: 3 clusters Score -161948.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -162004.828125 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -162004.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -162050.625000 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -162050.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -162080.734375 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -162080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -162109.140625 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -162109.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162154.375000 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -162154.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162210.265625 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -162210.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -162293.828125 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -162293.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -162379.937500 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -162379.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -162456.531250 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -162456.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -162542.828125 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -162542.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -162618.156250 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -162618.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -162667.937500 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -162667.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162702.531250 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -162702.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162747.015625 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -162747 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -162781.000000 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -162781 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -162796.656250 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -162796.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -162807.640625 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -162807.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -162818.015625 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -162818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -162826.734375 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -162826.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -162834.984375 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -162835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -162840.453125 Penalty: 2370.672607
	Iteration 24Q: 3 clusters Score -162840.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -162845.640625 Penalty: 2370.672607
	Iteration 25Q: 3 clusters Score -162845.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -162850.765625 Penalty: 2370.672607
	Iteration 26Q: 3 clusters Score -162850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -162855.468750 Penalty: 2370.672607
	Iteration 27Q: 3 clusters Score -162855.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -162857.328125 Penalty: 2370.672607
	Iteration 28Q: 3 clusters Score -162857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -162862.125000 Penalty: 2370.672607
	Iteration 29Q: 3 clusters Score -162862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162867.890625 Penalty: 2370.672607
	Iteration 30Q: 3 clusters Score -162867.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162874.703125 Penalty: 2370.672607
	Iteration 31Q: 3 clusters Score -162874.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162884.984375 Penalty: 2370.672607
	Iteration 32Q: 3 clusters Score -162885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162893.968750 Penalty: 2370.672607
	Iteration 33Q: 3 clusters Score -162894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -162896.250000 Penalty: 2370.672607
	Iteration 34Q: 3 clusters Score -162896.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162896.984375 Penalty: 2370.672607
	Iteration 35Q: 3 clusters Score -162897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162897.437500 Penalty: 2370.672607
	Iteration 36Q: 3 clusters Score -162897.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162897.578125 Penalty: 2370.672607
	Iteration 37Q: 3 clusters Score -162897.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162897.578125 Penalty: 2370.672607
	Iteration 38F: 3 clusters Score -162897.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -232998.031250 Penalty: 1240.815430
	Iteration 0F: 2 clusters Score -232998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -230878.796875 Penalty: 2481.630859
	Iteration 0F: 3 clusters Score -230878.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231338.875000 Penalty: 2481.630859
	Iteration 1F: 3 clusters Score -231338.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -231432.578125 Penalty: 2481.630859
	Iteration 2F: 3 clusters Score -231432.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -231484.406250 Penalty: 2481.630859
	Iteration 3Q: 3 clusters Score -231484.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -231523.578125 Penalty: 2481.630859
	Iteration 4Q: 3 clusters Score -231523.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -231548.125000 Penalty: 2481.630859
	Iteration 5Q: 3 clusters Score -231548.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -231564.453125 Penalty: 2481.630859
	Iteration 6Q: 3 clusters Score -231564.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -231583.343750 Penalty: 2481.630859
	Iteration 7Q: 3 clusters Score -231583.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -231604.062500 Penalty: 2481.630859
	Iteration 8Q: 3 clusters Score -231604.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -231618.656250 Penalty: 2481.630859
	Iteration 9Q: 3 clusters Score -231618.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -231633.500000 Penalty: 2481.630859
	Iteration 10Q: 3 clusters Score -231633.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -231645.937500 Penalty: 2481.630859
	Iteration 11Q: 3 clusters Score -231645.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -231658.031250 Penalty: 2481.630859
	Iteration 12Q: 3 clusters Score -231658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -231674.593750 Penalty: 2481.630859
	Iteration 13Q: 3 clusters Score -231674.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -231702.843750 Penalty: 2481.630859
	Iteration 14Q: 3 clusters Score -231702.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -231732.125000 Penalty: 2481.630859
	Iteration 15Q: 3 clusters Score -231732.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -231755.671875 Penalty: 2481.630859
	Iteration 16Q: 3 clusters Score -231755.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -231770.250000 Penalty: 2481.630859
	Iteration 17Q: 3 clusters Score -231770.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -231779.593750 Penalty: 2481.630859
	Iteration 18Q: 3 clusters Score -231779.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -231788.718750 Penalty: 2481.630859
	Iteration 19Q: 3 clusters Score -231788.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -231796.984375 Penalty: 2481.630859
	Iteration 20F: 3 clusters Score -231797 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231799.468750 Penalty: 2481.630859
	Iteration 21Q: 3 clusters Score -231799.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -231804.015625 Penalty: 2481.630859
	Iteration 22Q: 3 clusters Score -231804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -231807.390625 Penalty: 2481.630859
	Iteration 23Q: 3 clusters Score -231807.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -231808.359375 Penalty: 2481.630859
	Iteration 24Q: 3 clusters Score -231808.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -231810.843750 Penalty: 2481.630859
	Iteration 25Q: 3 clusters Score -231810.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -231813.515625 Penalty: 2481.630859
	Iteration 26Q: 3 clusters Score -231813.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -231815.656250 Penalty: 2481.630859
	Iteration 27Q: 3 clusters Score -231815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -231819.078125 Penalty: 2481.630859
	Iteration 28Q: 3 clusters Score -231819.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -231819.531250 Penalty: 2481.630859
	Iteration 29Q: 3 clusters Score -231819.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -231819.843750 Penalty: 2481.630859
	Iteration 30Q: 3 clusters Score -231819.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -231819.843750 Penalty: 2481.630859
	Iteration 31F: 3 clusters Score -231819.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -161211.859375 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -161211.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159462.250000 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -159462.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -159795.062500 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -159795.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159891.468750 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -159891.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159952.562500 Penalty: 2363.529541
	Iteration 3Q: 3 clusters Score -159952.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159984.062500 Penalty: 2363.529541
	Iteration 4Q: 3 clusters Score -159984.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -160008.281250 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -160008.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -160024.203125 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -160024.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -160036.234375 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -160036.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160045.046875 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -160045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160052.875000 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -160052.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160057.875000 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -160057.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160063.093750 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -160063.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160065.562500 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -160065.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160070.968750 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -160071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160073.984375 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -160074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -160078.265625 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -160078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160081.500000 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -160081.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -160082.484375 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -160082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -160084.203125 Penalty: 2363.529541
	Iteration 18Q: 3 clusters Score -160084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160086.250000 Penalty: 2363.529541
	Iteration 19Q: 3 clusters Score -160086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160087.968750 Penalty: 2363.529541
	Iteration 20F: 3 clusters Score -160088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -160088.640625 Penalty: 2363.529541
	Iteration 21Q: 3 clusters Score -160088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160088.828125 Penalty: 2363.529541
	Iteration 22Q: 3 clusters Score -160088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -160088.828125 Penalty: 2363.529541
	Iteration 23F: 3 clusters Score -160088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Entering Unmasked Estep 
Score: -168290.593750 Penalty: 1197.252686
	Iteration 0F: 2 clusters Score -168290.6 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 797 members 
Entering Unmasked Estep 
Score: -166448.859375 Penalty: 2394.505371
	Iteration 0F: 3 clusters Score -166448.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -166809.515625 Penalty: 2394.505371
	Iteration 1F: 3 clusters Score -166809.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -166941.687500 Penalty: 2394.505371
	Iteration 2F: 3 clusters Score -166941.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -167035.500000 Penalty: 2394.505371
	Iteration 3F: 3 clusters Score -167035.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -167123.187500 Penalty: 2394.505371
	Iteration 4Q: 3 clusters Score -167123.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -167215.578125 Penalty: 2394.505371
	Iteration 5Q: 3 clusters Score -167215.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -167305.531250 Penalty: 2394.505371
	Iteration 6Q: 3 clusters Score -167305.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167377.968750 Penalty: 2394.505371
	Iteration 7Q: 3 clusters Score -167378 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -167442.734375 Penalty: 2394.505371
	Iteration 8Q: 3 clusters Score -167442.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167505.328125 Penalty: 2394.505371
	Iteration 9Q: 3 clusters Score -167505.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -167569.171875 Penalty: 2394.505371
	Iteration 10Q: 3 clusters Score -167569.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -167648.031250 Penalty: 2394.505371
	Iteration 11Q: 3 clusters Score -167648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -167755.765625 Penalty: 2394.505371
	Iteration 12Q: 3 clusters Score -167755.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -167867.703125 Penalty: 2394.505371
	Iteration 13Q: 3 clusters Score -167867.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -167986.078125 Penalty: 2394.505371
	Iteration 14Q: 3 clusters Score -167986.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -168082.046875 Penalty: 2394.505371
	Iteration 15Q: 3 clusters Score -168082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -168133.187500 Penalty: 2394.505371
	Iteration 16Q: 3 clusters Score -168133.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -168163.343750 Penalty: 2394.505371
	Iteration 17Q: 3 clusters Score -168163.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -168201.218750 Penalty: 2394.505371
	Iteration 18Q: 3 clusters Score -168201.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -168216.187500 Penalty: 2394.505371
	Iteration 19Q: 3 clusters Score -168216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -168227.890625 Penalty: 2394.505371
	Iteration 20F: 3 clusters Score -168227.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -168242.968750 Penalty: 2394.505371
	Iteration 21Q: 3 clusters Score -168243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -168253.984375 Penalty: 2394.505371
	Iteration 22Q: 3 clusters Score -168254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -168267.109375 Penalty: 2394.505371
	Iteration 23Q: 3 clusters Score -168267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -168287.796875 Penalty: 2394.505371
	Iteration 24Q: 3 clusters Score -168287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -168312.953125 Penalty: 2394.505371
	Iteration 25Q: 3 clusters Score -168313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -168337.687500 Penalty: 2394.505371
	Iteration 26Q: 3 clusters Score -168337.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -168350.734375 Penalty: 2394.505371
	Iteration 27Q: 3 clusters Score -168350.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -168352.484375 Penalty: 2394.505371
	Iteration 28Q: 3 clusters Score -168352.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -168354.093750 Penalty: 2394.505371
	Iteration 29Q: 3 clusters Score -168354.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -168354.812500 Penalty: 2394.505371
	Iteration 30Q: 3 clusters Score -168354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -168356.484375 Penalty: 2394.505371
	Iteration 31Q: 3 clusters Score -168356.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -168357.500000 Penalty: 2394.505371
	Iteration 32Q: 3 clusters Score -168357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -168357.500000 Penalty: 2394.505371
	Iteration 33F: 3 clusters Score -168357.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 590 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6303 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Mstep: Class 43 contains 994 members 
Entering Unmasked Estep 
Score: -40122884.000000 Penalty: 89428.890625
Splitting cluster 24 changes total score from -40123692.000000 to -40122884.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Entering Unmasked Estep 
Score: -317024.218750 Penalty: 1291.037598
	Iteration 0F: 2 clusters Score -317024.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -314421.250000 Penalty: 2582.075195
	Iteration 0F: 3 clusters Score -314421.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -315066.781250 Penalty: 2582.075195
	Iteration 1F: 3 clusters Score -315066.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -315223.875000 Penalty: 2582.075195
	Iteration 2F: 3 clusters Score -315223.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -315312.000000 Penalty: 2582.075195
	Iteration 3Q: 3 clusters Score -315312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -315386.406250 Penalty: 2582.075195
	Iteration 4Q: 3 clusters Score -315386.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -315445.750000 Penalty: 2582.075195
	Iteration 5Q: 3 clusters Score -315445.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -315516.968750 Penalty: 2582.075195
	Iteration 6Q: 3 clusters Score -315517 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -315570.218750 Penalty: 2582.075195
	Iteration 7Q: 3 clusters Score -315570.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -315624.500000 Penalty: 2582.075195
	Iteration 8Q: 3 clusters Score -315624.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -315685.187500 Penalty: 2582.075195
	Iteration 9Q: 3 clusters Score -315685.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315744.812500 Penalty: 2582.075195
	Iteration 10Q: 3 clusters Score -315744.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -315808.031250 Penalty: 2582.075195
	Iteration 11Q: 3 clusters Score -315808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -315864.437500 Penalty: 2582.075195
	Iteration 12Q: 3 clusters Score -315864.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -315917.562500 Penalty: 2582.075195
	Iteration 13Q: 3 clusters Score -315917.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -315969.187500 Penalty: 2582.075195
	Iteration 14Q: 3 clusters Score -315969.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -316015.812500 Penalty: 2582.075195
	Iteration 15Q: 3 clusters Score -316015.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -316058.625000 Penalty: 2582.075195
	Iteration 16Q: 3 clusters Score -316058.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -316097.156250 Penalty: 2582.075195
	Iteration 17Q: 3 clusters Score -316097.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -316133.156250 Penalty: 2582.075195
	Iteration 18Q: 3 clusters Score -316133.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -316158.375000 Penalty: 2582.075195
	Iteration 19Q: 3 clusters Score -316158.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -316197.750000 Penalty: 2582.075195
	Iteration 20F: 3 clusters Score -316197.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -316229.000000 Penalty: 2582.075195
	Iteration 21Q: 3 clusters Score -316229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -316250.625000 Penalty: 2582.075195
	Iteration 22Q: 3 clusters Score -316250.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -316263.437500 Penalty: 2582.075195
	Iteration 23Q: 3 clusters Score -316263.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -316272.968750 Penalty: 2582.075195
	Iteration 24Q: 3 clusters Score -316273 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -316280.343750 Penalty: 2582.075195
	Iteration 25Q: 3 clusters Score -316280.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -316285.062500 Penalty: 2582.075195
	Iteration 26Q: 3 clusters Score -316285.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -316287.562500 Penalty: 2582.075195
	Iteration 27Q: 3 clusters Score -316287.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -316290.156250 Penalty: 2582.075195
	Iteration 28Q: 3 clusters Score -316290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -316293.187500 Penalty: 2582.075195
	Iteration 29Q: 3 clusters Score -316293.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -316294.000000 Penalty: 2582.075195
	Iteration 30Q: 3 clusters Score -316294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -316295.843750 Penalty: 2582.075195
	Iteration 31Q: 3 clusters Score -316295.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -316298.375000 Penalty: 2582.075195
	Iteration 32Q: 3 clusters Score -316298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -316299.656250 Penalty: 2582.075195
	Iteration 33Q: 3 clusters Score -316299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -316300.437500 Penalty: 2582.075195
	Iteration 34Q: 3 clusters Score -316300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -316303.500000 Penalty: 2582.075195
	Iteration 35Q: 3 clusters Score -316303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -316305.625000 Penalty: 2582.075195
	Iteration 36Q: 3 clusters Score -316305.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -316307.406250 Penalty: 2582.075195
	Iteration 37Q: 3 clusters Score -316307.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -316308.968750 Penalty: 2582.075195
	Iteration 38Q: 3 clusters Score -316309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -316309.843750 Penalty: 2582.075195
	Iteration 39Q: 3 clusters Score -316309.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -316309.843750 Penalty: 2582.075195
	Iteration 40F: 3 clusters Score -316309.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (5533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Entering Unmasked Estep 
Score: -621417.562500 Penalty: 1400.503906
	Iteration 0F: 2 clusters Score -621417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -617122.437500 Penalty: 2801.007812
	Iteration 0F: 3 clusters Score -617122.4 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -618505.437500 Penalty: 2801.007812
	Iteration 1F: 3 clusters Score -618505.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -618890.937500 Penalty: 2801.007812
	Iteration 2F: 3 clusters Score -618890.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -619366.187500 Penalty: 2801.007812
	Iteration 3F: 3 clusters Score -619366.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -619884.437500 Penalty: 2801.007812
	Iteration 4F: 3 clusters Score -619884.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -620417.750000 Penalty: 2801.007812
	Iteration 5F: 3 clusters Score -620417.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -620903.437500 Penalty: 2801.007812
	Iteration 6F: 3 clusters Score -620903.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -621220.375000 Penalty: 2801.007812
	Iteration 7Q: 3 clusters Score -621220.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -621438.187500 Penalty: 2801.007812
	Iteration 8Q: 3 clusters Score -621438.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -621556.187500 Penalty: 2801.007812
	Iteration 9Q: 3 clusters Score -621556.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -621585.000000 Penalty: 2801.007812
	Iteration 10Q: 3 clusters Score -621585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -621596.562500 Penalty: 2801.007812
	Iteration 11Q: 3 clusters Score -621596.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -621603.562500 Penalty: 2801.007812
	Iteration 12Q: 3 clusters Score -621603.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -621608.687500 Penalty: 2801.007812
	Iteration 13Q: 3 clusters Score -621608.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -621611.375000 Penalty: 2801.007812
	Iteration 14Q: 3 clusters Score -621611.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -621611.500000 Penalty: 2801.007812
	Iteration 15Q: 3 clusters Score -621611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -621611.500000 Penalty: 2801.007812
	Iteration 16F: 3 clusters Score -621611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 1884 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6303 members 
Mstep: Class 36 contains 3318 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Mstep: Class 43 contains 3649 members 
Entering Unmasked Estep 
Score: -40123260.000000 Penalty: 89428.890625
Splitting cluster 26 changes total score from -40123692.000000 to -40123260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Entering Unmasked Estep 
Score: -67937.937500 Penalty: 1085.842651
	Iteration 0F: 2 clusters Score -67937.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -66705.320312 Penalty: 2171.685303
	Iteration 0F: 3 clusters Score -66705.32 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66979.210938 Penalty: 2171.685303
	Iteration 1F: 3 clusters Score -66979.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67046.148438 Penalty: 2171.685303
	Iteration 2F: 3 clusters Score -67046.15 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67100.828125 Penalty: 2171.685303
	Iteration 3Q: 3 clusters Score -67100.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67135.281250 Penalty: 2171.685303
	Iteration 4Q: 3 clusters Score -67135.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67156.648438 Penalty: 2171.685303
	Iteration 5Q: 3 clusters Score -67156.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67171.679688 Penalty: 2171.685303
	Iteration 6Q: 3 clusters Score -67171.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -67183.718750 Penalty: 2171.685303
	Iteration 7Q: 3 clusters Score -67183.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67187.390625 Penalty: 2171.685303
	Iteration 8Q: 3 clusters Score -67187.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -67196.500000 Penalty: 2171.685303
	Iteration 9Q: 3 clusters Score -67196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67210.734375 Penalty: 2171.685303
	Iteration 10Q: 3 clusters Score -67210.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67217.359375 Penalty: 2171.685303
	Iteration 11Q: 3 clusters Score -67217.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67220.039062 Penalty: 2171.685303
	Iteration 12Q: 3 clusters Score -67220.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67226.953125 Penalty: 2171.685303
	Iteration 13Q: 3 clusters Score -67226.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -67232.570312 Penalty: 2171.685303
	Iteration 14Q: 3 clusters Score -67232.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67235.695312 Penalty: 2171.685303
	Iteration 15Q: 3 clusters Score -67235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67235.695312 Penalty: 2171.685303
	Iteration 16F: 3 clusters Score -67235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Entering Unmasked Estep 
Score: -1999971.750000 Penalty: 1588.626831
	Iteration 0F: 2 clusters Score -1999972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1988062.750000 Penalty: 3177.253662
	Iteration 0F: 3 clusters Score -1988063 nChanged 7772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1992345.500000 Penalty: 3177.253662
	Iteration 1F: 3 clusters Score -1992346 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1992840.250000 Penalty: 3177.253662
	Iteration 2F: 3 clusters Score -1992840 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1993419.500000 Penalty: 3177.253662
	Iteration 3F: 3 clusters Score -1993420 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -1994139.250000 Penalty: 3177.253662
	Iteration 4F: 3 clusters Score -1994139 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1994982.875000 Penalty: 3177.253662
	Iteration 5F: 3 clusters Score -1994983 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1995802.875000 Penalty: 3177.253662
	Iteration 6F: 3 clusters Score -1995803 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1996548.625000 Penalty: 3177.253662
	Iteration 7F: 3 clusters Score -1996549 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1997184.750000 Penalty: 3177.253662
	Iteration 8Q: 3 clusters Score -1997185 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 15931 members 
Entering Unmasked Estep 
Score: -1997677.000000 Penalty: 3177.253662
	Iteration 9Q: 3 clusters Score -1997677 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1998038.625000 Penalty: 3177.253662
	Iteration 10Q: 3 clusters Score -1998039 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -1998275.375000 Penalty: 3177.253662
	Iteration 11Q: 3 clusters Score -1998275 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1998423.875000 Penalty: 3177.253662
	Iteration 12Q: 3 clusters Score -1998424 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -1998515.250000 Penalty: 3177.253662
	Iteration 13Q: 3 clusters Score -1998515 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -1998582.500000 Penalty: 3177.253662
	Iteration 14Q: 3 clusters Score -1998582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -1998627.375000 Penalty: 3177.253662
	Iteration 15Q: 3 clusters Score -1998627 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -1998657.625000 Penalty: 3177.253662
	Iteration 16Q: 3 clusters Score -1998658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -1998676.125000 Penalty: 3177.253662
	Iteration 17Q: 3 clusters Score -1998676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -1998685.000000 Penalty: 3177.253662
	Iteration 18Q: 3 clusters Score -1998685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1998696.500000 Penalty: 3177.253662
	Iteration 19Q: 3 clusters Score -1998696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -1998696.625000 Penalty: 3177.253662
	Iteration 20F: 3 clusters Score -1998697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1998699.750000 Penalty: 3177.253662
	Iteration 21Q: 3 clusters Score -1998700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -1998700.000000 Penalty: 3177.253662
	Iteration 22Q: 3 clusters Score -1998700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1998703.375000 Penalty: 3177.253662
	Iteration 23Q: 3 clusters Score -1998703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1998701.625000 Penalty: 3177.253662
	Iteration 24Q: 3 clusters Score -1998702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1998703.875000 Penalty: 3177.253662
	Iteration 25Q: 3 clusters Score -1998704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -1998703.875000 Penalty: 3177.253662
	Iteration 26F: 3 clusters Score -1998704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Entering Unmasked Estep 
Score: -162414.937500 Penalty: 1186.546143
	Iteration 0F: 2 clusters Score -162414.9 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 750 members 
Entering Unmasked Estep 
Score: -160667.937500 Penalty: 2373.092285
	Iteration 0F: 3 clusters Score -160667.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161103.187500 Penalty: 2373.092285
	Iteration 1F: 3 clusters Score -161103.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -161238.000000 Penalty: 2373.092285
	Iteration 2F: 3 clusters Score -161238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -161322.093750 Penalty: 2373.092285
	Iteration 3Q: 3 clusters Score -161322.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -161408.468750 Penalty: 2373.092285
	Iteration 4Q: 3 clusters Score -161408.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -161492.328125 Penalty: 2373.092285
	Iteration 5Q: 3 clusters Score -161492.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -161597.468750 Penalty: 2373.092285
	Iteration 6Q: 3 clusters Score -161597.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161702.781250 Penalty: 2373.092285
	Iteration 7Q: 3 clusters Score -161702.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161767.437500 Penalty: 2373.092285
	Iteration 8Q: 3 clusters Score -161767.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161800.000000 Penalty: 2373.092285
	Iteration 9Q: 3 clusters Score -161800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161833.968750 Penalty: 2373.092285
	Iteration 10Q: 3 clusters Score -161834 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -161851.703125 Penalty: 2373.092285
	Iteration 11Q: 3 clusters Score -161851.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161865.187500 Penalty: 2373.092285
	Iteration 12Q: 3 clusters Score -161865.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -161877.875000 Penalty: 2373.092285
	Iteration 13Q: 3 clusters Score -161877.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161885.218750 Penalty: 2373.092285
	Iteration 14Q: 3 clusters Score -161885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161888.843750 Penalty: 2373.092285
	Iteration 15Q: 3 clusters Score -161888.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -161891.015625 Penalty: 2373.092285
	Iteration 16Q: 3 clusters Score -161891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -161892.031250 Penalty: 2373.092285
	Iteration 17Q: 3 clusters Score -161892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -161893.437500 Penalty: 2373.092285
	Iteration 18Q: 3 clusters Score -161893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161895.734375 Penalty: 2373.092285
	Iteration 19Q: 3 clusters Score -161895.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -161897.250000 Penalty: 2373.092285
	Iteration 20F: 3 clusters Score -161897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -229768.218750 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -229768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -227639.125000 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -227639.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -228162.125000 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -228162.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -228301.265625 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -228301.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -228400.515625 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -228400.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -228467.078125 Penalty: 2481.159668
	Iteration 4Q: 3 clusters Score -228467.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -228533.234375 Penalty: 2481.159668
	Iteration 5Q: 3 clusters Score -228533.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -228589.906250 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -228589.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -228637.046875 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -228637 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -228681.828125 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -228681.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -228743.312500 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -228743.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -228799.546875 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -228799.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -228845.937500 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -228845.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -228878.875000 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -228878.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -228916.453125 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -228916.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -228948.859375 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -228948.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -228973.515625 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -228973.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -228996.734375 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -228996.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -229009.843750 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -229009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -229020.328125 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -229020.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -229027.578125 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -229027.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -229034.656250 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -229034.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -229042.781250 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -229042.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -229046.625000 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -229046.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -229051.640625 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -229051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -229053.046875 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -229053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -229054.218750 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -229054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -229056.609375 Penalty: 2481.159668
	Iteration 26Q: 3 clusters Score -229056.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -229059.468750 Penalty: 2481.159668
	Iteration 27Q: 3 clusters Score -229059.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -229059.968750 Penalty: 2481.159668
	Iteration 28Q: 3 clusters Score -229060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -229060.500000 Penalty: 2481.159668
	Iteration 29Q: 3 clusters Score -229060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -229060.500000 Penalty: 2481.159668
	Iteration 30F: 3 clusters Score -229060.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Entering Unmasked Estep 
Score: -3026598.250000 Penalty: 1653.437866
	Iteration 0F: 2 clusters Score -3026598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -3008816.250000 Penalty: 3306.875732
	Iteration 0F: 3 clusters Score -3008816 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3015469.500000 Penalty: 3306.875732
	Iteration 1F: 3 clusters Score -3015470 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -3015799.250000 Penalty: 3306.875732
	Iteration 2Q: 3 clusters Score -3015799 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -3016102.250000 Penalty: 3306.875732
	Iteration 3Q: 3 clusters Score -3016102 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -3016493.500000 Penalty: 3306.875732
	Iteration 4Q: 3 clusters Score -3016494 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3017030.500000 Penalty: 3306.875732
	Iteration 5Q: 3 clusters Score -3017030 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -3017960.750000 Penalty: 3306.875732
	Iteration 6F: 3 clusters Score -3017961 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -3019358.750000 Penalty: 3306.875732
	Iteration 7F: 3 clusters Score -3019359 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -3021003.250000 Penalty: 3306.875732
	Iteration 8F: 3 clusters Score -3021003 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -3022559.750000 Penalty: 3306.875732
	Iteration 9F: 3 clusters Score -3022560 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -3023761.500000 Penalty: 3306.875732
	Iteration 10F: 3 clusters Score -3023762 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -3024695.750000 Penalty: 3306.875732
	Iteration 11Q: 3 clusters Score -3024696 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -3025465.250000 Penalty: 3306.875732
	Iteration 12Q: 3 clusters Score -3025465 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -3025951.500000 Penalty: 3306.875732
	Iteration 13Q: 3 clusters Score -3025952 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3026210.250000 Penalty: 3306.875732
	Iteration 14Q: 3 clusters Score -3026210 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3026306.750000 Penalty: 3306.875732
	Iteration 15Q: 3 clusters Score -3026307 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3026366.250000 Penalty: 3306.875732
	Iteration 16Q: 3 clusters Score -3026366 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -3026402.000000 Penalty: 3306.875732
	Iteration 17Q: 3 clusters Score -3026402 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3026424.000000 Penalty: 3306.875732
	Iteration 18Q: 3 clusters Score -3026424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3026436.000000 Penalty: 3306.875732
	Iteration 19Q: 3 clusters Score -3026436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3026444.750000 Penalty: 3306.875732
	Iteration 20F: 3 clusters Score -3026445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -3026453.000000 Penalty: 3306.875732
	Iteration 21Q: 3 clusters Score -3026453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -3026456.250000 Penalty: 3306.875732
	Iteration 22Q: 3 clusters Score -3026456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23509 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3026456.750000 Penalty: 3306.875732
	Iteration 23Q: 3 clusters Score -3026457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -3026460.500000 Penalty: 3306.875732
	Iteration 24Q: 3 clusters Score -3026460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3026463.000000 Penalty: 3306.875732
	Iteration 25Q: 3 clusters Score -3026463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3026464.750000 Penalty: 3306.875732
	Iteration 26Q: 3 clusters Score -3026465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3026465.250000 Penalty: 3306.875732
	Iteration 27Q: 3 clusters Score -3026465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -3026464.750000 Penalty: 3306.875732
	Iteration 28Q: 3 clusters Score -3026465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3026465.000000 Penalty: 3306.875732
	Iteration 29Q: 3 clusters Score -3026465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3026465.000000 Penalty: 3306.875732
	Iteration 30F: 3 clusters Score -3026465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Entering Unmasked Estep 
Score: -164363.484375 Penalty: 1203.393066
	Iteration 0F: 2 clusters Score -164363.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -162536.109375 Penalty: 2406.786133
	Iteration 0F: 3 clusters Score -162536.1 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -163035.187500 Penalty: 2406.786133
	Iteration 1F: 3 clusters Score -163035.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -163194.453125 Penalty: 2406.786133
	Iteration 2F: 3 clusters Score -163194.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -163271.671875 Penalty: 2406.786133
	Iteration 3F: 3 clusters Score -163271.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -163325.531250 Penalty: 2406.786133
	Iteration 4Q: 3 clusters Score -163325.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -163358.781250 Penalty: 2406.786133
	Iteration 5Q: 3 clusters Score -163358.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -163373.875000 Penalty: 2406.786133
	Iteration 6Q: 3 clusters Score -163373.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -163384.828125 Penalty: 2406.786133
	Iteration 7Q: 3 clusters Score -163384.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163399.046875 Penalty: 2406.786133
	Iteration 8Q: 3 clusters Score -163399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163408.718750 Penalty: 2406.786133
	Iteration 9Q: 3 clusters Score -163408.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -163417.859375 Penalty: 2406.786133
	Iteration 10Q: 3 clusters Score -163417.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -163423.890625 Penalty: 2406.786133
	Iteration 11Q: 3 clusters Score -163423.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -163430.546875 Penalty: 2406.786133
	Iteration 12Q: 3 clusters Score -163430.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -163438.921875 Penalty: 2406.786133
	Iteration 13Q: 3 clusters Score -163438.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -163447.906250 Penalty: 2406.786133
	Iteration 14Q: 3 clusters Score -163447.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -163455.109375 Penalty: 2406.786133
	Iteration 15Q: 3 clusters Score -163455.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -163462.140625 Penalty: 2406.786133
	Iteration 16Q: 3 clusters Score -163462.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -163469.203125 Penalty: 2406.786133
	Iteration 17Q: 3 clusters Score -163469.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -163481.687500 Penalty: 2406.786133
	Iteration 18Q: 3 clusters Score -163481.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -163493.359375 Penalty: 2406.786133
	Iteration 19Q: 3 clusters Score -163493.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -163510.875000 Penalty: 2406.786133
	Iteration 20F: 3 clusters Score -163510.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -163524.265625 Penalty: 2406.786133
	Iteration 21Q: 3 clusters Score -163524.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -163534.843750 Penalty: 2406.786133
	Iteration 22Q: 3 clusters Score -163534.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163549.500000 Penalty: 2406.786133
	Iteration 23Q: 3 clusters Score -163549.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163563.453125 Penalty: 2406.786133
	Iteration 24Q: 3 clusters Score -163563.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -163578.500000 Penalty: 2406.786133
	Iteration 25Q: 3 clusters Score -163578.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163584.093750 Penalty: 2406.786133
	Iteration 26Q: 3 clusters Score -163584.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163591.187500 Penalty: 2406.786133
	Iteration 27Q: 3 clusters Score -163591.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -163595.750000 Penalty: 2406.786133
	Iteration 28Q: 3 clusters Score -163595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -163597.828125 Penalty: 2406.786133
	Iteration 29Q: 3 clusters Score -163597.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -163600.453125 Penalty: 2406.786133
	Iteration 30Q: 3 clusters Score -163600.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -163602.078125 Penalty: 2406.786133
	Iteration 31Q: 3 clusters Score -163602.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -163602.234375 Penalty: 2406.786133
	Iteration 32Q: 3 clusters Score -163602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163602.625000 Penalty: 2406.786133
	Iteration 33Q: 3 clusters Score -163602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -163602.625000 Penalty: 2406.786133
	Iteration 34F: 3 clusters Score -163602.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Entering Unmasked Estep 
Score: -718296.625000 Penalty: 1416.756226
	Iteration 0F: 2 clusters Score -718296.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -713634.375000 Penalty: 2833.512451
	Iteration 0F: 3 clusters Score -713634.4 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -714995.250000 Penalty: 2833.512451
	Iteration 1F: 3 clusters Score -714995.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -715184.062500 Penalty: 2833.512451
	Iteration 2F: 3 clusters Score -715184.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -715344.062500 Penalty: 2833.512451
	Iteration 3F: 3 clusters Score -715344.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -715492.000000 Penalty: 2833.512451
	Iteration 4Q: 3 clusters Score -715492 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -715660.562500 Penalty: 2833.512451
	Iteration 5Q: 3 clusters Score -715660.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -715848.312500 Penalty: 2833.512451
	Iteration 6Q: 3 clusters Score -715848.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -716051.000000 Penalty: 2833.512451
	Iteration 7F: 3 clusters Score -716051 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -716255.437500 Penalty: 2833.512451
	Iteration 8Q: 3 clusters Score -716255.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -716458.000000 Penalty: 2833.512451
	Iteration 9Q: 3 clusters Score -716458 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -716631.687500 Penalty: 2833.512451
	Iteration 10Q: 3 clusters Score -716631.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -716776.562500 Penalty: 2833.512451
	Iteration 11Q: 3 clusters Score -716776.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -716871.500000 Penalty: 2833.512451
	Iteration 12Q: 3 clusters Score -716871.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -716947.312500 Penalty: 2833.512451
	Iteration 13Q: 3 clusters Score -716947.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -717023.375000 Penalty: 2833.512451
	Iteration 14Q: 3 clusters Score -717023.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -717086.937500 Penalty: 2833.512451
	Iteration 15Q: 3 clusters Score -717086.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -717129.937500 Penalty: 2833.512451
	Iteration 16Q: 3 clusters Score -717129.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -717151.437500 Penalty: 2833.512451
	Iteration 17Q: 3 clusters Score -717151.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -717166.562500 Penalty: 2833.512451
	Iteration 18Q: 3 clusters Score -717166.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -717183.875000 Penalty: 2833.512451
	Iteration 19Q: 3 clusters Score -717183.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -717199.062500 Penalty: 2833.512451
	Iteration 20F: 3 clusters Score -717199.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -717209.687500 Penalty: 2833.512451
	Iteration 21Q: 3 clusters Score -717209.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -717213.125000 Penalty: 2833.512451
	Iteration 22Q: 3 clusters Score -717213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -717213.750000 Penalty: 2833.512451
	Iteration 23Q: 3 clusters Score -717213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -717213.750000 Penalty: 2833.512451
	Iteration 24F: 3 clusters Score -717213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -72996.859375 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -72996.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -71732.906250 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -71732.91 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71982.343750 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -71982.34 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -72081.031250 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -72081.03 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72134.234375 Penalty: 2154.113525
	Iteration 3Q: 3 clusters Score -72134.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72159.375000 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -72159.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -72186.460938 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -72186.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72208.289062 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -72208.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72222.500000 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -72222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -72236.210938 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -72236.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72251.304688 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -72251.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -72285.484375 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -72285.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72309.382812 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -72309.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -72322.078125 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -72322.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72327.851562 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -72327.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72332.687500 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -72332.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72335.585938 Penalty: 2154.113525
	Iteration 15Q: 3 clusters Score -72335.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -72335.585938 Penalty: 2154.113525
	Iteration 16F: 3 clusters Score -72335.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Entering Unmasked Estep 
Score: -728868.187500 Penalty: 1421.677002
	Iteration 0F: 2 clusters Score -728868.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -724052.250000 Penalty: 2843.354004
	Iteration 0F: 3 clusters Score -724052.2 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -725410.750000 Penalty: 2843.354004
	Iteration 1F: 3 clusters Score -725410.8 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -725597.250000 Penalty: 2843.354004
	Iteration 2F: 3 clusters Score -725597.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -725744.875000 Penalty: 2843.354004
	Iteration 3Q: 3 clusters Score -725744.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -725892.187500 Penalty: 2843.354004
	Iteration 4Q: 3 clusters Score -725892.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -726060.437500 Penalty: 2843.354004
	Iteration 5Q: 3 clusters Score -726060.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -726224.000000 Penalty: 2843.354004
	Iteration 6Q: 3 clusters Score -726224 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -726375.750000 Penalty: 2843.354004
	Iteration 7Q: 3 clusters Score -726375.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -726595.062500 Penalty: 2843.354004
	Iteration 8Q: 3 clusters Score -726595.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -726850.625000 Penalty: 2843.354004
	Iteration 9F: 3 clusters Score -726850.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -727124.000000 Penalty: 2843.354004
	Iteration 10Q: 3 clusters Score -727124 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -727471.625000 Penalty: 2843.354004
	Iteration 11Q: 3 clusters Score -727471.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -727848.312500 Penalty: 2843.354004
	Iteration 12Q: 3 clusters Score -727848.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -728143.437500 Penalty: 2843.354004
	Iteration 13Q: 3 clusters Score -728143.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -728303.562500 Penalty: 2843.354004
	Iteration 14Q: 3 clusters Score -728303.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -728366.687500 Penalty: 2843.354004
	Iteration 15Q: 3 clusters Score -728366.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -728391.625000 Penalty: 2843.354004
	Iteration 16Q: 3 clusters Score -728391.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -728401.437500 Penalty: 2843.354004
	Iteration 17Q: 3 clusters Score -728401.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -728402.500000 Penalty: 2843.354004
	Iteration 18Q: 3 clusters Score -728402.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -728407.875000 Penalty: 2843.354004
	Iteration 19Q: 3 clusters Score -728407.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -728407.500000 Penalty: 2843.354004
	Iteration 20F: 3 clusters Score -728407.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -728410.312500 Penalty: 2843.354004
	Iteration 21Q: 3 clusters Score -728410.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -728411.875000 Penalty: 2843.354004
	Iteration 22Q: 3 clusters Score -728411.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -728412.437500 Penalty: 2843.354004
	Iteration 23Q: 3 clusters Score -728412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -728412.437500 Penalty: 2843.354004
	Iteration 24F: 3 clusters Score -728412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -377866.937500 Penalty: 1317.406616
	Iteration 0F: 2 clusters Score -377866.9 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 1659 members 
Entering Unmasked Estep 
Score: -374941.468750 Penalty: 2634.813232
	Iteration 0F: 3 clusters Score -374941.5 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -375649.375000 Penalty: 2634.813232
	Iteration 1F: 3 clusters Score -375649.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -375823.937500 Penalty: 2634.813232
	Iteration 2F: 3 clusters Score -375823.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -375940.687500 Penalty: 2634.813232
	Iteration 3F: 3 clusters Score -375940.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -376038.812500 Penalty: 2634.813232
	Iteration 4Q: 3 clusters Score -376038.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -376108.000000 Penalty: 2634.813232
	Iteration 5Q: 3 clusters Score -376108 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -376186.218750 Penalty: 2634.813232
	Iteration 6Q: 3 clusters Score -376186.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -376260.656250 Penalty: 2634.813232
	Iteration 7Q: 3 clusters Score -376260.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -376335.281250 Penalty: 2634.813232
	Iteration 8Q: 3 clusters Score -376335.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -376414.531250 Penalty: 2634.813232
	Iteration 9Q: 3 clusters Score -376414.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -376494.125000 Penalty: 2634.813232
	Iteration 10Q: 3 clusters Score -376494.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -376573.500000 Penalty: 2634.813232
	Iteration 11Q: 3 clusters Score -376573.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -376638.843750 Penalty: 2634.813232
	Iteration 12Q: 3 clusters Score -376638.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -376710.406250 Penalty: 2634.813232
	Iteration 13Q: 3 clusters Score -376710.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -376800.562500 Penalty: 2634.813232
	Iteration 14Q: 3 clusters Score -376800.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -376922.937500 Penalty: 2634.813232
	Iteration 15Q: 3 clusters Score -376922.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -377105.750000 Penalty: 2634.813232
	Iteration 16Q: 3 clusters Score -377105.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -377416.750000 Penalty: 2634.813232
	Iteration 17Q: 3 clusters Score -377416.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -377970.625000 Penalty: 2634.813232
	Iteration 18F: 3 clusters Score -377970.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -378505.500000 Penalty: 2634.813232
	Iteration 19Q: 3 clusters Score -378505.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -378620.968750 Penalty: 2634.813232
	Iteration 20F: 3 clusters Score -378621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -378664.718750 Penalty: 2634.813232
	Iteration 21Q: 3 clusters Score -378664.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -378679.218750 Penalty: 2634.813232
	Iteration 22Q: 3 clusters Score -378679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -378688.281250 Penalty: 2634.813232
	Iteration 23Q: 3 clusters Score -378688.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -378691.875000 Penalty: 2634.813232
	Iteration 24Q: 3 clusters Score -378691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -378695.187500 Penalty: 2634.813232
	Iteration 25Q: 3 clusters Score -378695.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -378698.968750 Penalty: 2634.813232
	Iteration 26Q: 3 clusters Score -378699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -378700.625000 Penalty: 2634.813232
	Iteration 27Q: 3 clusters Score -378700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -378700.625000 Penalty: 2634.813232
	Iteration 28F: 3 clusters Score -378700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6303 members 
Mstep: Class 36 contains 1843 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Mstep: Class 43 contains 1475 members 
Entering Unmasked Estep 
Score: -40123836.000000 Penalty: 89428.890625
Splitting cluster 36 changes total score from -40123692.000000 to -40123836.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 37 (8070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Entering Unmasked Estep 
Score: -907365.000000 Penalty: 1461.835205
	Iteration 0F: 2 clusters Score -907365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -901446.750000 Penalty: 2923.670410
	Iteration 0F: 3 clusters Score -901446.8 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -903407.062500 Penalty: 2923.670410
	Iteration 1F: 3 clusters Score -903407.1 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -903753.500000 Penalty: 2923.670410
	Iteration 2F: 3 clusters Score -903753.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -904062.875000 Penalty: 2923.670410
	Iteration 3F: 3 clusters Score -904062.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -904380.250000 Penalty: 2923.670410
	Iteration 4F: 3 clusters Score -904380.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -904739.437500 Penalty: 2923.670410
	Iteration 5F: 3 clusters Score -904739.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -905094.687500 Penalty: 2923.670410
	Iteration 6F: 3 clusters Score -905094.7 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -905388.687500 Penalty: 2923.670410
	Iteration 7F: 3 clusters Score -905388.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -905655.437500 Penalty: 2923.670410
	Iteration 8Q: 3 clusters Score -905655.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -905835.437500 Penalty: 2923.670410
	Iteration 9Q: 3 clusters Score -905835.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -905989.562500 Penalty: 2923.670410
	Iteration 10Q: 3 clusters Score -905989.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -906110.062500 Penalty: 2923.670410
	Iteration 11Q: 3 clusters Score -906110.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -906184.187500 Penalty: 2923.670410
	Iteration 12Q: 3 clusters Score -906184.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -906234.625000 Penalty: 2923.670410
	Iteration 13Q: 3 clusters Score -906234.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -906277.812500 Penalty: 2923.670410
	Iteration 14Q: 3 clusters Score -906277.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -906323.562500 Penalty: 2923.670410
	Iteration 15Q: 3 clusters Score -906323.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -906364.500000 Penalty: 2923.670410
	Iteration 16Q: 3 clusters Score -906364.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -906400.687500 Penalty: 2923.670410
	Iteration 17Q: 3 clusters Score -906400.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -906421.125000 Penalty: 2923.670410
	Iteration 18Q: 3 clusters Score -906421.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -906439.625000 Penalty: 2923.670410
	Iteration 19Q: 3 clusters Score -906439.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -906450.437500 Penalty: 2923.670410
	Iteration 20F: 3 clusters Score -906450.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -906459.000000 Penalty: 2923.670410
	Iteration 21Q: 3 clusters Score -906459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -906469.812500 Penalty: 2923.670410
	Iteration 22Q: 3 clusters Score -906469.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -906477.062500 Penalty: 2923.670410
	Iteration 23Q: 3 clusters Score -906477.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -906483.687500 Penalty: 2923.670410
	Iteration 24Q: 3 clusters Score -906483.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -906495.312500 Penalty: 2923.670410
	Iteration 25Q: 3 clusters Score -906495.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -906502.562500 Penalty: 2923.670410
	Iteration 26Q: 3 clusters Score -906502.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -906507.875000 Penalty: 2923.670410
	Iteration 27Q: 3 clusters Score -906507.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -906517.812500 Penalty: 2923.670410
	Iteration 28Q: 3 clusters Score -906517.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -906530.437500 Penalty: 2923.670410
	Iteration 29Q: 3 clusters Score -906530.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -906544.000000 Penalty: 2923.670410
	Iteration 30Q: 3 clusters Score -906544 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -906553.125000 Penalty: 2923.670410
	Iteration 31Q: 3 clusters Score -906553.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -906560.687500 Penalty: 2923.670410
	Iteration 32Q: 3 clusters Score -906560.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -906572.562500 Penalty: 2923.670410
	Iteration 33Q: 3 clusters Score -906572.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -906584.312500 Penalty: 2923.670410
	Iteration 34Q: 3 clusters Score -906584.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -906598.187500 Penalty: 2923.670410
	Iteration 35Q: 3 clusters Score -906598.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -906620.562500 Penalty: 2923.670410
	Iteration 36Q: 3 clusters Score -906620.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -906644.125000 Penalty: 2923.670410
	Iteration 37Q: 3 clusters Score -906644.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -906658.500000 Penalty: 2923.670410
	Iteration 38Q: 3 clusters Score -906658.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -906678.187500 Penalty: 2923.670410
	Iteration 39Q: 3 clusters Score -906678.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -906699.937500 Penalty: 2923.670410
	Iteration 40F: 3 clusters Score -906699.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -906713.750000 Penalty: 2923.670410
	Iteration 41Q: 3 clusters Score -906713.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -906728.875000 Penalty: 2923.670410
	Iteration 42Q: 3 clusters Score -906728.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -906741.812500 Penalty: 2923.670410
	Iteration 43Q: 3 clusters Score -906741.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -906762.875000 Penalty: 2923.670410
	Iteration 44Q: 3 clusters Score -906762.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -906775.187500 Penalty: 2923.670410
	Iteration 45Q: 3 clusters Score -906775.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -906785.312500 Penalty: 2923.670410
	Iteration 46Q: 3 clusters Score -906785.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -906793.000000 Penalty: 2923.670410
	Iteration 47Q: 3 clusters Score -906793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -906798.562500 Penalty: 2923.670410
	Iteration 48Q: 3 clusters Score -906798.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -906805.562500 Penalty: 2923.670410
	Iteration 49Q: 3 clusters Score -906805.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -906807.375000 Penalty: 2923.670410
	Iteration 50Q: 3 clusters Score -906807.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -906809.187500 Penalty: 2923.670410
	Iteration 51Q: 3 clusters Score -906809.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -906808.312500 Penalty: 2923.670410
	Iteration 52Q: 3 clusters Score -906808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -906809.062500 Penalty: 2923.670410
	Iteration 53Q: 3 clusters Score -906809.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -906811.375000 Penalty: 2923.670410
	Iteration 54Q: 3 clusters Score -906811.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -906811.125000 Penalty: 2923.670410
	Iteration 55Q: 3 clusters Score -906811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -906812.500000 Penalty: 2923.670410
	Iteration 56Q: 3 clusters Score -906812.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -906811.875000 Penalty: 2923.670410
	Iteration 57Q: 3 clusters Score -906811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -906812.312500 Penalty: 2923.670410
	Iteration 58Q: 3 clusters Score -906812.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -906812.312500 Penalty: 2923.670410
	Iteration 59Q: 3 clusters Score -906812.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -906814.187500 Penalty: 2923.670410
	Iteration 60F: 3 clusters Score -906814.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Entering Unmasked Estep 
Score: -110972.546875 Penalty: 1125.568726
	Iteration 0F: 2 clusters Score -110972.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -109518.039062 Penalty: 2251.137451
	Iteration 0F: 3 clusters Score -109518 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -109792.781250 Penalty: 2251.137451
	Iteration 1F: 3 clusters Score -109792.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109877.164062 Penalty: 2251.137451
	Iteration 2F: 3 clusters Score -109877.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -109916.898438 Penalty: 2251.137451
	Iteration 3Q: 3 clusters Score -109916.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -109945.875000 Penalty: 2251.137451
	Iteration 4Q: 3 clusters Score -109945.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -109968.375000 Penalty: 2251.137451
	Iteration 5Q: 3 clusters Score -109968.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -109977.328125 Penalty: 2251.137451
	Iteration 6Q: 3 clusters Score -109977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -109986.671875 Penalty: 2251.137451
	Iteration 7Q: 3 clusters Score -109986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -109994.718750 Penalty: 2251.137451
	Iteration 8Q: 3 clusters Score -109994.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110003.171875 Penalty: 2251.137451
	Iteration 9Q: 3 clusters Score -110003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -110008.578125 Penalty: 2251.137451
	Iteration 10Q: 3 clusters Score -110008.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110009.398438 Penalty: 2251.137451
	Iteration 11Q: 3 clusters Score -110009.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -110009.398438 Penalty: 2251.137451
	Iteration 12F: 3 clusters Score -110009.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -910435.812500 Penalty: 1462.938843
	Iteration 0F: 2 clusters Score -910435.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -904563.875000 Penalty: 2925.877686
	Iteration 0F: 3 clusters Score -904563.9 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -906548.812500 Penalty: 2925.877686
	Iteration 1F: 3 clusters Score -906548.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -907129.500000 Penalty: 2925.877686
	Iteration 2F: 3 clusters Score -907129.5 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -907817.062500 Penalty: 2925.877686
	Iteration 3F: 3 clusters Score -907817.1 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -908339.562500 Penalty: 2925.877686
	Iteration 4F: 3 clusters Score -908339.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -908675.125000 Penalty: 2925.877686
	Iteration 5F: 3 clusters Score -908675.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -908918.187500 Penalty: 2925.877686
	Iteration 6Q: 3 clusters Score -908918.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -909107.875000 Penalty: 2925.877686
	Iteration 7Q: 3 clusters Score -909107.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -909229.500000 Penalty: 2925.877686
	Iteration 8Q: 3 clusters Score -909229.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -909336.750000 Penalty: 2925.877686
	Iteration 9Q: 3 clusters Score -909336.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -909439.312500 Penalty: 2925.877686
	Iteration 10Q: 3 clusters Score -909439.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -909538.500000 Penalty: 2925.877686
	Iteration 11Q: 3 clusters Score -909538.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -909637.750000 Penalty: 2925.877686
	Iteration 12Q: 3 clusters Score -909637.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -909752.437500 Penalty: 2925.877686
	Iteration 13Q: 3 clusters Score -909752.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -909871.750000 Penalty: 2925.877686
	Iteration 14Q: 3 clusters Score -909871.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -909980.437500 Penalty: 2925.877686
	Iteration 15Q: 3 clusters Score -909980.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -910061.187500 Penalty: 2925.877686
	Iteration 16Q: 3 clusters Score -910061.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -910114.312500 Penalty: 2925.877686
	Iteration 17Q: 3 clusters Score -910114.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -910161.750000 Penalty: 2925.877686
	Iteration 18Q: 3 clusters Score -910161.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -910187.375000 Penalty: 2925.877686
	Iteration 19Q: 3 clusters Score -910187.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -910209.500000 Penalty: 2925.877686
	Iteration 20F: 3 clusters Score -910209.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -910228.625000 Penalty: 2925.877686
	Iteration 21Q: 3 clusters Score -910228.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -910242.750000 Penalty: 2925.877686
	Iteration 22Q: 3 clusters Score -910242.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -910251.000000 Penalty: 2925.877686
	Iteration 23Q: 3 clusters Score -910251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -910262.000000 Penalty: 2925.877686
	Iteration 24Q: 3 clusters Score -910262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -910269.062500 Penalty: 2925.877686
	Iteration 25Q: 3 clusters Score -910269.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -910274.750000 Penalty: 2925.877686
	Iteration 26Q: 3 clusters Score -910274.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -910281.437500 Penalty: 2925.877686
	Iteration 27Q: 3 clusters Score -910281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -910288.312500 Penalty: 2925.877686
	Iteration 28Q: 3 clusters Score -910288.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -910292.500000 Penalty: 2925.877686
	Iteration 29Q: 3 clusters Score -910292.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -910295.687500 Penalty: 2925.877686
	Iteration 30Q: 3 clusters Score -910295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -910297.312500 Penalty: 2925.877686
	Iteration 31Q: 3 clusters Score -910297.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -910297.687500 Penalty: 2925.877686
	Iteration 32Q: 3 clusters Score -910297.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -910298.250000 Penalty: 2925.877686
	Iteration 33Q: 3 clusters Score -910298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -910298.937500 Penalty: 2925.877686
	Iteration 34Q: 3 clusters Score -910298.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -910301.187500 Penalty: 2925.877686
	Iteration 35Q: 3 clusters Score -910301.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -910301.812500 Penalty: 2925.877686
	Iteration 36Q: 3 clusters Score -910301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -910302.875000 Penalty: 2925.877686
	Iteration 37Q: 3 clusters Score -910302.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -910305.812500 Penalty: 2925.877686
	Iteration 38Q: 3 clusters Score -910305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -910303.812500 Penalty: 2925.877686
	Iteration 39Q: 3 clusters Score -910303.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -910307.250000 Penalty: 2925.877686
	Iteration 40F: 3 clusters Score -910307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -910307.375000 Penalty: 2925.877686
	Iteration 41Q: 3 clusters Score -910307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -910308.187500 Penalty: 2925.877686
	Iteration 42Q: 3 clusters Score -910308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -910311.562500 Penalty: 2925.877686
	Iteration 43Q: 3 clusters Score -910311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -910312.062500 Penalty: 2925.877686
	Iteration 44Q: 3 clusters Score -910312.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -910313.187500 Penalty: 2925.877686
	Iteration 45Q: 3 clusters Score -910313.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -910313.062500 Penalty: 2925.877686
	Iteration 46Q: 3 clusters Score -910313.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -910313.812500 Penalty: 2925.877686
	Iteration 47Q: 3 clusters Score -910313.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -910312.937500 Penalty: 2925.877686
	Iteration 48Q: 3 clusters Score -910312.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -910312.937500 Penalty: 2925.877686
	Iteration 49F: 3 clusters Score -910312.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -284926.656250 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -284926.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -282503.843750 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -282503.8 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -283024.187500 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -283024.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -283149.281250 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -283149.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -283226.781250 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -283226.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -283273.031250 Penalty: 2545.662354
	Iteration 4Q: 3 clusters Score -283273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -283310.656250 Penalty: 2545.662354
	Iteration 5Q: 3 clusters Score -283310.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -283341.250000 Penalty: 2545.662354
	Iteration 6Q: 3 clusters Score -283341.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -283365.531250 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -283365.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -283385.656250 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -283385.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -283398.687500 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -283398.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -283410.531250 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -283410.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -283416.750000 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -283416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -283421.062500 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -283421.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -283423.281250 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -283423.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283425.968750 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -283426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -283429.781250 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -283429.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -283434.468750 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -283434.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -283437.812500 Penalty: 2545.662354
	Iteration 17Q: 3 clusters Score -283437.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -283442.531250 Penalty: 2545.662354
	Iteration 18Q: 3 clusters Score -283442.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -283447.937500 Penalty: 2545.662354
	Iteration 19Q: 3 clusters Score -283447.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -283455.750000 Penalty: 2545.662354
	Iteration 20F: 3 clusters Score -283455.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -283463.375000 Penalty: 2545.662354
	Iteration 21Q: 3 clusters Score -283463.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -283474.906250 Penalty: 2545.662354
	Iteration 22Q: 3 clusters Score -283474.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -283485.125000 Penalty: 2545.662354
	Iteration 23Q: 3 clusters Score -283485.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -283494.125000 Penalty: 2545.662354
	Iteration 24Q: 3 clusters Score -283494.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -283500.125000 Penalty: 2545.662354
	Iteration 25Q: 3 clusters Score -283500.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -283504.343750 Penalty: 2545.662354
	Iteration 26Q: 3 clusters Score -283504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -283506.781250 Penalty: 2545.662354
	Iteration 27Q: 3 clusters Score -283506.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -283509.562500 Penalty: 2545.662354
	Iteration 28Q: 3 clusters Score -283509.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -283511.843750 Penalty: 2545.662354
	Iteration 29Q: 3 clusters Score -283511.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -283516.406250 Penalty: 2545.662354
	Iteration 30Q: 3 clusters Score -283516.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -283520.062500 Penalty: 2545.662354
	Iteration 31Q: 3 clusters Score -283520.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -283524.406250 Penalty: 2545.662354
	Iteration 32Q: 3 clusters Score -283524.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -283525.781250 Penalty: 2545.662354
	Iteration 33Q: 3 clusters Score -283525.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -283526.156250 Penalty: 2545.662354
	Iteration 34Q: 3 clusters Score -283526.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -283526.781250 Penalty: 2545.662354
	Iteration 35Q: 3 clusters Score -283526.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -283526.812500 Penalty: 2545.662354
	Iteration 36Q: 3 clusters Score -283526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -283528.250000 Penalty: 2545.662354
	Iteration 37Q: 3 clusters Score -283528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -283531.031250 Penalty: 2545.662354
	Iteration 38Q: 3 clusters Score -283531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -283532.218750 Penalty: 2545.662354
	Iteration 39Q: 3 clusters Score -283532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -283534.250000 Penalty: 2545.662354
	Iteration 40F: 3 clusters Score -283534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -283536.812500 Penalty: 2545.662354
	Iteration 41Q: 3 clusters Score -283536.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -283539.156250 Penalty: 2545.662354
	Iteration 42Q: 3 clusters Score -283539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -283542.062500 Penalty: 2545.662354
	Iteration 43Q: 3 clusters Score -283542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -283544.093750 Penalty: 2545.662354
	Iteration 44Q: 3 clusters Score -283544.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -283544.968750 Penalty: 2545.662354
	Iteration 45Q: 3 clusters Score -283545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -283545.375000 Penalty: 2545.662354
	Iteration 46Q: 3 clusters Score -283545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -283545.718750 Penalty: 2545.662354
	Iteration 47Q: 3 clusters Score -283545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -283545.718750 Penalty: 2545.662354
	Iteration 48F: 3 clusters Score -283545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -44400.050781 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -44400.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -43426.187500 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -43426.19 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43791.394531 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -43791.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -43967.406250 Penalty: 2001.018188
	Iteration 2F: 3 clusters Score -43967.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -44127.089844 Penalty: 2001.018188
	Iteration 3F: 3 clusters Score -44127.09 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44272.132812 Penalty: 2001.018188
	Iteration 4Q: 3 clusters Score -44272.13 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -44392.417969 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -44392.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44517.578125 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -44517.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -44665.667969 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -44665.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -44801.695312 Penalty: 2001.018188
	Iteration 8Q: 3 clusters Score -44801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -44867.765625 Penalty: 2001.018188
	Iteration 9Q: 3 clusters Score -44867.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -44899.605469 Penalty: 2001.018188
	Iteration 10Q: 3 clusters Score -44899.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -44918.265625 Penalty: 2001.018188
	Iteration 11Q: 3 clusters Score -44918.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -44925.925781 Penalty: 2001.018188
	Iteration 12Q: 3 clusters Score -44925.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -44948.308594 Penalty: 2001.018188
	Iteration 13Q: 3 clusters Score -44948.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -44955.953125 Penalty: 2001.018188
	Iteration 14Q: 3 clusters Score -44955.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -44967.257812 Penalty: 2001.018188
	Iteration 15Q: 3 clusters Score -44967.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -44991.882812 Penalty: 2001.018188
	Iteration 16Q: 3 clusters Score -44991.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -45017.917969 Penalty: 2001.018188
	Iteration 17Q: 3 clusters Score -45017.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -45076.980469 Penalty: 2001.018188
	Iteration 18Q: 3 clusters Score -45076.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -45120.570312 Penalty: 2001.018188
	Iteration 19Q: 3 clusters Score -45120.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -45175.968750 Penalty: 2001.018188
	Iteration 20F: 3 clusters Score -45175.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45202.089844 Penalty: 2001.018188
	Iteration 21Q: 3 clusters Score -45202.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -45202.089844 Penalty: 2001.018188
	Iteration 22F: 3 clusters Score -45202.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6303 members 
Mstep: Class 36 contains 1843 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 127 members 
Mstep: Class 42 contains 4604 members 
Mstep: Class 43 contains 1475 members 
Mstep: Class 44 contains 345 members 
Entering Unmasked Estep 
Score: -40123540.000000 Penalty: 91508.632812
Splitting cluster 41 changes total score from -40123692.000000 to -40123540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -462441.593750 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -462441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -458763.875000 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -458763.9 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -459964.656250 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -459964.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -460353.375000 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -460353.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -460611.125000 Penalty: 2741.271240
	Iteration 3F: 3 clusters Score -460611.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -460824.312500 Penalty: 2741.271240
	Iteration 4F: 3 clusters Score -460824.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -461013.281250 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -461013.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -461160.625000 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -461160.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -461253.562500 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -461253.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -461330.843750 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -461330.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -461392.843750 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -461392.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -461442.531250 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -461442.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -461488.656250 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -461488.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -461526.093750 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -461526.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -461562.593750 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -461562.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -461611.375000 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -461611.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -461657.031250 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -461657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -461692.375000 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -461692.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -461722.875000 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -461722.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -461749.312500 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -461749.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -461765.656250 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -461765.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -461770.812500 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -461770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -461774.375000 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -461774.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -461776.656250 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -461776.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -461778.687500 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -461778.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -461780.375000 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -461780.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -461781.468750 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -461781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -461783.062500 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -461783.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -461784.812500 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -461784.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -461789.218750 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -461789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -461792.437500 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -461792.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -461796.125000 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -461796.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -461798.500000 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -461798.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -461798.562500 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -461798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -461798.562500 Penalty: 2741.271240
	Iteration 33F: 3 clusters Score -461798.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7861 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 3603 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9345 members 
Mstep: Class 15 contains 3292 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15668 members 
Mstep: Class 18 contains 6033 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5533 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17609 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26239 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6303 members 
Mstep: Class 36 contains 1843 members 
Mstep: Class 37 contains 8070 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 2522 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124144.000000 Penalty: 89428.890625
Iteration 119Q: 44 clusters Score -4.012414e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7765 members 
Mstep: Class 6 contains 7833 members 
Mstep: Class 7 contains 6486 members 
Mstep: Class 8 contains 3621 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 89378 members 
Mstep: Class 17 contains 15663 members 
Mstep: Class 18 contains 6042 members 
Mstep: Class 19 contains 43642 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5570 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17606 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26271 members 
Mstep: Class 32 contains 1645 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6307 members 
Mstep: Class 36 contains 1882 members 
Mstep: Class 37 contains 8082 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8124 members 
Mstep: Class 40 contains 2519 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4619 members 
Mstep: Class 43 contains 1366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124404.000000 Penalty: 89428.890625
Iteration 120F: 44 clusters Score -4.01244e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 6467 members 
Mstep: Class 8 contains 3631 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 89381 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 43636 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2071 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1583 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5467 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17595 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26283 members 
Mstep: Class 32 contains 1639 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6317 members 
Mstep: Class 36 contains 1890 members 
Mstep: Class 37 contains 8085 members 
Mstep: Class 38 contains 1019 members 
Mstep: Class 39 contains 8124 members 
Mstep: Class 40 contains 2525 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4629 members 
Mstep: Class 43 contains 1462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124540.000000 Penalty: 89428.890625
Iteration 121Q: 44 clusters Score -4.012454e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 2607 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7753 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 6453 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 3293 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 6052 members 
Mstep: Class 19 contains 43634 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1583 members 
Mstep: Class 25 contains 2822 members 
Mstep: Class 26 contains 5403 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17581 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26292 members 
Mstep: Class 32 contains 1635 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6326 members 
Mstep: Class 36 contains 1885 members 
Mstep: Class 37 contains 8087 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 8123 members 
Mstep: Class 40 contains 2533 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4636 members 
Mstep: Class 43 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124724.000000 Penalty: 89428.890625
Iteration 122Q: 44 clusters Score -4.012472e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13709 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7743 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 6444 members 
Mstep: Class 8 contains 3634 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 3294 members 
Mstep: Class 16 contains 89374 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 43635 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1583 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5356 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17577 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26299 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6334 members 
Mstep: Class 36 contains 1888 members 
Mstep: Class 37 contains 8093 members 
Mstep: Class 38 contains 1021 members 
Mstep: Class 39 contains 8120 members 
Mstep: Class 40 contains 2534 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4637 members 
Mstep: Class 43 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124676.000000 Penalty: 89428.890625
Iteration 123Q: 44 clusters Score -4.012468e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13711 members 
Mstep: Class 3 contains 2601 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7731 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6444 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1106 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 3295 members 
Mstep: Class 16 contains 89367 members 
Mstep: Class 17 contains 15661 members 
Mstep: Class 18 contains 6062 members 
Mstep: Class 19 contains 43638 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1583 members 
Mstep: Class 25 contains 2821 members 
Mstep: Class 26 contains 5317 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17569 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26307 members 
Mstep: Class 32 contains 1630 members 
Mstep: Class 33 contains 6114 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6345 members 
Mstep: Class 36 contains 1891 members 
Mstep: Class 37 contains 8095 members 
Mstep: Class 38 contains 1021 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2537 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4641 members 
Mstep: Class 43 contains 1610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124692.000000 Penalty: 89428.890625
Iteration 124Q: 44 clusters Score -4.012469e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13710 members 
Mstep: Class 3 contains 2599 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7716 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6442 members 
Mstep: Class 8 contains 3639 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1103 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 3297 members 
Mstep: Class 16 contains 89367 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 6067 members 
Mstep: Class 19 contains 43634 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5282 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17562 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26313 members 
Mstep: Class 32 contains 1627 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6357 members 
Mstep: Class 36 contains 1892 members 
Mstep: Class 37 contains 8096 members 
Mstep: Class 38 contains 1021 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2541 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4638 members 
Mstep: Class 43 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124740.000000 Penalty: 89428.890625
Iteration 125Q: 44 clusters Score -4.012474e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13712 members 
Mstep: Class 3 contains 2597 members 
Mstep: Class 4 contains 2839 members 
Mstep: Class 5 contains 7699 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6441 members 
Mstep: Class 8 contains 3643 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9348 members 
Mstep: Class 15 contains 3299 members 
Mstep: Class 16 contains 89368 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 6067 members 
Mstep: Class 19 contains 43633 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1584 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5245 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17553 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26318 members 
Mstep: Class 32 contains 1625 members 
Mstep: Class 33 contains 6115 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6371 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8100 members 
Mstep: Class 38 contains 1021 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4638 members 
Mstep: Class 43 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124808.000000 Penalty: 89428.890625
Iteration 126Q: 44 clusters Score -4.012481e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13714 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2838 members 
Mstep: Class 5 contains 7678 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6439 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1100 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9349 members 
Mstep: Class 15 contains 3301 members 
Mstep: Class 16 contains 89370 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 43632 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1585 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5210 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17545 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26328 members 
Mstep: Class 32 contains 1622 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6378 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8104 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4639 members 
Mstep: Class 43 contains 1718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124772.000000 Penalty: 89428.890625
Iteration 127Q: 44 clusters Score -4.012477e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6436 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9350 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 89375 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 43630 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2073 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1585 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5178 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17533 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26331 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6387 members 
Mstep: Class 36 contains 1892 members 
Mstep: Class 37 contains 8109 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2544 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124808.000000 Penalty: 89428.890625
Iteration 128Q: 44 clusters Score -4.012481e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7659 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5118 members 
Mstep: Class 12 contains 1097 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 89375 members 
Mstep: Class 17 contains 15660 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 43635 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1585 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5153 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17520 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26335 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 6116 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6395 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8107 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4643 members 
Mstep: Class 43 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124808.000000 Penalty: 89428.890625
Iteration 129Q: 44 clusters Score -4.012481e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13717 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2836 members 
Mstep: Class 5 contains 7652 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3309 members 
Mstep: Class 16 contains 89379 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 43638 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2072 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1586 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5134 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17504 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26339 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 6117 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6405 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8109 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4646 members 
Mstep: Class 43 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124856.000000 Penalty: 89428.890625
Iteration 130Q: 44 clusters Score -4.012486e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13718 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3310 members 
Mstep: Class 16 contains 89380 members 
Mstep: Class 17 contains 15659 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 43639 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2820 members 
Mstep: Class 26 contains 5121 members 
Mstep: Class 27 contains 799 members 
Mstep: Class 28 contains 17493 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26342 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 6118 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6418 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8113 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4651 members 
Mstep: Class 43 contains 1796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124864.000000 Penalty: 89428.890625
Iteration 131Q: 44 clusters Score -4.012486e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13720 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7631 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3649 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5117 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3312 members 
Mstep: Class 16 contains 89377 members 
Mstep: Class 17 contains 15656 members 
Mstep: Class 18 contains 6070 members 
Mstep: Class 19 contains 43643 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2819 members 
Mstep: Class 26 contains 5112 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 17481 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26342 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6118 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6433 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4653 members 
Mstep: Class 43 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124920.000000 Penalty: 89428.890625
Iteration 132Q: 44 clusters Score -4.012492e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13723 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7616 members 
Mstep: Class 6 contains 7824 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3648 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5119 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3316 members 
Mstep: Class 16 contains 89375 members 
Mstep: Class 17 contains 15652 members 
Mstep: Class 18 contains 6072 members 
Mstep: Class 19 contains 43645 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 5107 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17475 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26345 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 6118 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6441 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 1022 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4655 members 
Mstep: Class 43 contains 1811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124860.000000 Penalty: 89428.890625
Iteration 133Q: 44 clusters Score -4.012486e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13724 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7604 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3650 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5120 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 16 contains 89372 members 
Mstep: Class 17 contains 15651 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 43644 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2818 members 
Mstep: Class 26 contains 5101 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17471 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26350 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 6119 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6450 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4655 members 
Mstep: Class 43 contains 1814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124848.000000 Penalty: 89428.890625
Iteration 134Q: 44 clusters Score -4.012485e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 13726 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7592 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3323 members 
Mstep: Class 16 contains 89370 members 
Mstep: Class 17 contains 15649 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43642 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5091 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17461 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26353 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 6121 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6464 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8127 members 
Mstep: Class 38 contains 1025 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4656 members 
Mstep: Class 43 contains 1823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124884.000000 Penalty: 89428.890625
Iteration 135Q: 44 clusters Score -4.012488e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 13729 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7586 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3321 members 
Mstep: Class 16 contains 89364 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43642 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2816 members 
Mstep: Class 26 contains 5082 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17456 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26356 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6478 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8128 members 
Mstep: Class 38 contains 1023 members 
Mstep: Class 39 contains 8118 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4657 members 
Mstep: Class 43 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124916.000000 Penalty: 89428.890625
Iteration 136Q: 44 clusters Score -4.012492e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13731 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 6 contains 7823 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3324 members 
Mstep: Class 16 contains 89358 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43645 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1587 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5076 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17449 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26355 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6494 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8129 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4658 members 
Mstep: Class 43 contains 1832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124908.000000 Penalty: 89428.890625
Iteration 137Q: 44 clusters Score -4.012491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7565 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 10288 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 16 contains 89353 members 
Mstep: Class 17 contains 15646 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43648 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1588 members 
Mstep: Class 25 contains 2817 members 
Mstep: Class 26 contains 5066 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17439 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26353 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6505 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8127 members 
Mstep: Class 38 contains 1025 members 
Mstep: Class 39 contains 8118 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4660 members 
Mstep: Class 43 contains 1842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124896.000000 Penalty: 89428.890625
Iteration 138Q: 44 clusters Score -4.01249e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13730 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 10287 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3328 members 
Mstep: Class 16 contains 89350 members 
Mstep: Class 17 contains 15645 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43651 members 
Mstep: Class 20 contains 20750 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1589 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5051 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17433 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26354 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6514 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8130 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4661 members 
Mstep: Class 43 contains 1858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124892.000000 Penalty: 89428.890625
Iteration 139Q: 44 clusters Score -4.012489e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13732 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7550 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3331 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15644 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 43651 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2070 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5031 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17428 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26355 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6125 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6523 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8132 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4663 members 
Mstep: Class 43 contains 1874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124916.000000 Penalty: 89428.890625
Iteration 140F: 44 clusters Score -4.012492e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7538 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3652 members 
Mstep: Class 9 contains 10286 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3333 members 
Mstep: Class 16 contains 89342 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6077 members 
Mstep: Class 19 contains 43655 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1592 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 5012 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17423 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26358 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 6124 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6533 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8134 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4666 members 
Mstep: Class 43 contains 1890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124980.000000 Penalty: 89428.890625
Iteration 141Q: 44 clusters Score -4.012498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7527 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3334 members 
Mstep: Class 16 contains 89339 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6074 members 
Mstep: Class 19 contains 43658 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1593 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4999 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17419 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26357 members 
Mstep: Class 32 contains 1613 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6541 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8139 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4666 members 
Mstep: Class 43 contains 1906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124912.000000 Penalty: 89428.890625
Iteration 142Q: 44 clusters Score -4.012491e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 2596 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7523 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 89338 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 43664 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 4988 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17412 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26355 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 6124 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6546 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8136 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4669 members 
Mstep: Class 43 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124912.000000 Penalty: 89428.890625
Iteration 143Q: 44 clusters Score -4.012491e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7515 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3339 members 
Mstep: Class 16 contains 89337 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 43667 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 4974 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17411 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26356 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6551 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8138 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4671 members 
Mstep: Class 43 contains 1925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124960.000000 Penalty: 89428.890625
Iteration 144Q: 44 clusters Score -4.012496e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13736 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7505 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5121 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 89339 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 43668 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 4960 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17410 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26356 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6552 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8147 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2550 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4672 members 
Mstep: Class 43 contains 1935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124980.000000 Penalty: 89428.890625
Iteration 145Q: 44 clusters Score -4.012498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13738 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7493 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3340 members 
Mstep: Class 16 contains 89340 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43668 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 2814 members 
Mstep: Class 26 contains 4952 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17408 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26357 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6123 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6555 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8154 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2551 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4673 members 
Mstep: Class 43 contains 1941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124992.000000 Penalty: 89428.890625
Iteration 146Q: 44 clusters Score -4.012499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 13739 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7483 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10285 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3342 members 
Mstep: Class 16 contains 89342 members 
Mstep: Class 17 contains 15642 members 
Mstep: Class 18 contains 6075 members 
Mstep: Class 19 contains 43672 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4947 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17407 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26358 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6557 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8152 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4673 members 
Mstep: Class 43 contains 1945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124988.000000 Penalty: 89428.890625
Iteration 147Q: 44 clusters Score -4.012499e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7478 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 10284 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3346 members 
Mstep: Class 16 contains 89345 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 43673 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1594 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17407 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26358 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8145 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4673 members 
Mstep: Class 43 contains 1951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124976.000000 Penalty: 89428.890625
Iteration 148Q: 44 clusters Score -4.012498e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 13740 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7476 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3654 members 
Mstep: Class 9 contains 10283 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3348 members 
Mstep: Class 16 contains 89347 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6076 members 
Mstep: Class 19 contains 43675 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1595 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4944 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17407 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26359 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8139 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4673 members 
Mstep: Class 43 contains 1952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124944.000000 Penalty: 89428.890625
Iteration 149Q: 44 clusters Score -4.012494e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 13741 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7471 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3350 members 
Mstep: Class 16 contains 89348 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6078 members 
Mstep: Class 19 contains 43676 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1596 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4943 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17407 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26359 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8133 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125000.000000 Penalty: 89428.890625
Iteration 150Q: 44 clusters Score -4.0125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13746 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7469 members 
Mstep: Class 6 contains 7825 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10281 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3351 members 
Mstep: Class 16 contains 89344 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6078 members 
Mstep: Class 19 contains 43677 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1597 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17408 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26359 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8129 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125004.000000 Penalty: 89428.890625
Iteration 151Q: 44 clusters Score -4.0125e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13748 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7468 members 
Mstep: Class 6 contains 7826 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10280 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 89344 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43678 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1598 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17408 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26357 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125016.000000 Penalty: 89428.890625
Iteration 152Q: 44 clusters Score -4.012502e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7467 members 
Mstep: Class 6 contains 7827 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10277 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43680 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26357 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124996.000000 Penalty: 89428.890625
Iteration 153Q: 44 clusters Score -4.0125e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13750 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7464 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6433 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10275 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9354 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43680 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26360 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124956.000000 Penalty: 89428.890625
Iteration 154Q: 44 clusters Score -4.012496e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13751 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7463 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89345 members 
Mstep: Class 17 contains 15641 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43680 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26358 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124996.000000 Penalty: 89428.890625
Iteration 155Q: 44 clusters Score -4.0125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13752 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43681 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26358 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125004.000000 Penalty: 89428.890625
Iteration 156Q: 44 clusters Score -4.0125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13753 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89347 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43681 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26360 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40124996.000000 Penalty: 89428.890625
Iteration 157Q: 44 clusters Score -4.0125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26364 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6558 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125028.000000 Penalty: 89428.890625
Iteration 158Q: 44 clusters Score -4.012503e+07 nChanged 4
Entering ConstructFrom: 
Score: -40125028.000000 Penalty: 89428.890625
Entering ConstructFrom: 
Trying to split cluster 1 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -424814.937500 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -424814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -421685.656250 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -421685.7 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -422475.406250 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -422475.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -422622.500000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -422622.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -422714.156250 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -422714.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -422785.656250 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -422785.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -422851.531250 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -422851.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -422899.687500 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -422899.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -422953.781250 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -422953.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -423014.750000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -423014.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -423068.593750 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -423068.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -423112.718750 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -423112.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -423147.218750 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -423147.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -423181.656250 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -423181.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -423216.812500 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -423216.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -423248.406250 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -423248.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -423281.406250 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -423281.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -423313.062500 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -423313.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -423342.812500 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -423342.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -423378.875000 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -423378.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -423419.000000 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -423419 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -423448.468750 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -423448.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -423474.500000 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -423474.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -423505.093750 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -423505.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -423526.156250 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -423526.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -423547.093750 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -423547.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -423556.937500 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -423556.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -423563.000000 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -423563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -423571.593750 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -423571.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -423579.625000 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -423579.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -423584.406250 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -423584.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -423587.687500 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -423587.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -423590.250000 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -423590.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -423592.937500 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -423592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -423596.812500 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -423596.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -423597.531250 Penalty: 2671.980713
	Iteration 34Q: 3 clusters Score -423597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -423599.562500 Penalty: 2671.980713
	Iteration 35Q: 3 clusters Score -423599.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -423600.250000 Penalty: 2671.980713
	Iteration 36Q: 3 clusters Score -423600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -423601.187500 Penalty: 2671.980713
	Iteration 37Q: 3 clusters Score -423601.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -423602.656250 Penalty: 2671.980713
	Iteration 38Q: 3 clusters Score -423602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -423606.531250 Penalty: 2671.980713
	Iteration 39Q: 3 clusters Score -423606.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -423607.968750 Penalty: 2671.980713
	Iteration 40F: 3 clusters Score -423608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -423608.437500 Penalty: 2671.980713
	Iteration 41Q: 3 clusters Score -423608.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -423608.843750 Penalty: 2671.980713
	Iteration 42Q: 3 clusters Score -423608.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -423608.843750 Penalty: 2671.980713
	Iteration 43F: 3 clusters Score -423608.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Entering Unmasked Estep 
Score: -1592190.625000 Penalty: 1548.488159
	Iteration 0F: 2 clusters Score -1592191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1582618.125000 Penalty: 3096.976318
	Iteration 0F: 3 clusters Score -1582618 nChanged 6092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1585807.750000 Penalty: 3096.976318
	Iteration 1F: 3 clusters Score -1585808 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1586052.750000 Penalty: 3096.976318
	Iteration 2F: 3 clusters Score -1586053 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1586257.250000 Penalty: 3096.976318
	Iteration 3Q: 3 clusters Score -1586257 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1586440.000000 Penalty: 3096.976318
	Iteration 4Q: 3 clusters Score -1586440 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1586616.250000 Penalty: 3096.976318
	Iteration 5Q: 3 clusters Score -1586616 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1586807.000000 Penalty: 3096.976318
	Iteration 6Q: 3 clusters Score -1586807 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1587068.250000 Penalty: 3096.976318
	Iteration 7Q: 3 clusters Score -1587068 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1587403.375000 Penalty: 3096.976318
	Iteration 8Q: 3 clusters Score -1587403 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1587853.875000 Penalty: 3096.976318
	Iteration 9F: 3 clusters Score -1587854 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1588413.125000 Penalty: 3096.976318
	Iteration 10F: 3 clusters Score -1588413 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1588985.500000 Penalty: 3096.976318
	Iteration 11F: 3 clusters Score -1588986 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1589558.875000 Penalty: 3096.976318
	Iteration 12F: 3 clusters Score -1589559 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1590057.000000 Penalty: 3096.976318
	Iteration 13Q: 3 clusters Score -1590057 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1590404.000000 Penalty: 3096.976318
	Iteration 14Q: 3 clusters Score -1590404 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1590594.875000 Penalty: 3096.976318
	Iteration 15Q: 3 clusters Score -1590595 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1590702.625000 Penalty: 3096.976318
	Iteration 16Q: 3 clusters Score -1590703 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1590765.500000 Penalty: 3096.976318
	Iteration 17Q: 3 clusters Score -1590766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1590804.500000 Penalty: 3096.976318
	Iteration 18Q: 3 clusters Score -1590804 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1590829.625000 Penalty: 3096.976318
	Iteration 19Q: 3 clusters Score -1590830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1590846.875000 Penalty: 3096.976318
	Iteration 20F: 3 clusters Score -1590847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1590858.250000 Penalty: 3096.976318
	Iteration 21Q: 3 clusters Score -1590858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1590865.875000 Penalty: 3096.976318
	Iteration 22Q: 3 clusters Score -1590866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1590873.125000 Penalty: 3096.976318
	Iteration 23Q: 3 clusters Score -1590873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1590881.000000 Penalty: 3096.976318
	Iteration 24Q: 3 clusters Score -1590881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1590884.500000 Penalty: 3096.976318
	Iteration 25Q: 3 clusters Score -1590884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1590890.625000 Penalty: 3096.976318
	Iteration 26Q: 3 clusters Score -1590891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1590889.750000 Penalty: 3096.976318
	Iteration 27Q: 3 clusters Score -1590890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1590892.625000 Penalty: 3096.976318
	Iteration 28Q: 3 clusters Score -1590893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1590892.625000 Penalty: 3096.976318
	Iteration 29Q: 3 clusters Score -1590893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1590892.625000 Penalty: 3096.976318
	Iteration 30F: 3 clusters Score -1590893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -291603.218750 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -291603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -289149.812500 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -289149.8 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -289702.937500 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -289702.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -289826.843750 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -289826.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -289912.437500 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -289912.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -289974.125000 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -289974.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -290018.406250 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -290018.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290049.531250 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -290049.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -290081.093750 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -290081.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -290114.843750 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -290114.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -290142.343750 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -290142.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -290173.843750 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -290173.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -290200.843750 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -290200.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -290229.187500 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -290229.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -290260.875000 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -290260.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -290289.750000 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -290289.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -290305.312500 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -290305.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -290321.968750 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -290322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -290339.875000 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -290339.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -290354.718750 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -290354.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -290368.812500 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -290368.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -290380.406250 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -290380.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -290390.656250 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -290390.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -290397.750000 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -290397.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -290404.093750 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -290404.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -290411.125000 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -290411.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -290417.750000 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -290417.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -290423.968750 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -290424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -290430.781250 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -290430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -290438.593750 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -290438.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -290447.187500 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -290447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -290454.656250 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -290454.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -290462.531250 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -290462.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -290471.250000 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -290471.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -290485.250000 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -290485.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -290495.343750 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -290495.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -290499.593750 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -290499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -290502.500000 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -290502.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -290504.906250 Penalty: 2554.810791
	Iteration 37Q: 3 clusters Score -290504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -290507.562500 Penalty: 2554.810791
	Iteration 38Q: 3 clusters Score -290507.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -290509.906250 Penalty: 2554.810791
	Iteration 39Q: 3 clusters Score -290509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -290510.156250 Penalty: 2554.810791
	Iteration 40F: 3 clusters Score -290510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -290510.750000 Penalty: 2554.810791
	Iteration 41Q: 3 clusters Score -290510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -290511.812500 Penalty: 2554.810791
	Iteration 42Q: 3 clusters Score -290511.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -290514.218750 Penalty: 2554.810791
	Iteration 43Q: 3 clusters Score -290514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -290515.656250 Penalty: 2554.810791
	Iteration 44Q: 3 clusters Score -290515.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -290516.406250 Penalty: 2554.810791
	Iteration 45Q: 3 clusters Score -290516.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -290516.781250 Penalty: 2554.810791
	Iteration 46Q: 3 clusters Score -290516.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -290516.781250 Penalty: 2554.810791
	Iteration 47F: 3 clusters Score -290516.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -324879.375000 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -324879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -322274.968750 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -322275 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -322861.625000 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -322861.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -322974.062500 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -322974.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -323046.656250 Penalty: 2583.913330
	Iteration 3Q: 3 clusters Score -323046.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -323092.687500 Penalty: 2583.913330
	Iteration 4Q: 3 clusters Score -323092.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -323144.875000 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -323144.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -323194.281250 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -323194.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -323229.468750 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -323229.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -323260.468750 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -323260.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -323293.218750 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -323293.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -323326.062500 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -323326.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -323359.375000 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -323359.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -323395.031250 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -323395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -323436.125000 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -323436.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -323476.812500 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -323476.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -323507.281250 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -323507.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -323537.406250 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -323537.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -323554.125000 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -323554.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -323581.718750 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -323581.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -323601.312500 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -323601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -323612.062500 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -323612.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -323624.562500 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -323624.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -323639.625000 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -323639.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -323652.437500 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -323652.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -323663.187500 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -323663.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -323672.968750 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -323673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -323680.531250 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -323680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -323687.812500 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -323687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -323694.531250 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -323694.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -323701.000000 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -323701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -323705.093750 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -323705.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -323709.218750 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -323709.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -323714.500000 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -323714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -323721.156250 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -323721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -323733.093750 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -323733.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -323739.187500 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -323739.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -323740.500000 Penalty: 2583.913330
	Iteration 36Q: 3 clusters Score -323740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -323740.500000 Penalty: 2583.913330
	Iteration 37F: 3 clusters Score -323740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Entering Unmasked Estep 
Score: -843378.250000 Penalty: 1449.062988
	Iteration 0F: 2 clusters Score -843378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -837806.437500 Penalty: 2898.125977
	Iteration 0F: 3 clusters Score -837806.4 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -839482.312500 Penalty: 2898.125977
	Iteration 1F: 3 clusters Score -839482.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -839729.000000 Penalty: 2898.125977
	Iteration 2F: 3 clusters Score -839729 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -839950.812500 Penalty: 2898.125977
	Iteration 3F: 3 clusters Score -839950.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -840174.125000 Penalty: 2898.125977
	Iteration 4Q: 3 clusters Score -840174.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -840410.750000 Penalty: 2898.125977
	Iteration 5Q: 3 clusters Score -840410.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -840643.312500 Penalty: 2898.125977
	Iteration 6Q: 3 clusters Score -840643.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -840874.812500 Penalty: 2898.125977
	Iteration 7Q: 3 clusters Score -840874.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -841066.625000 Penalty: 2898.125977
	Iteration 8Q: 3 clusters Score -841066.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -841248.625000 Penalty: 2898.125977
	Iteration 9Q: 3 clusters Score -841248.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -841396.812500 Penalty: 2898.125977
	Iteration 10Q: 3 clusters Score -841396.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -841528.812500 Penalty: 2898.125977
	Iteration 11Q: 3 clusters Score -841528.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -841648.062500 Penalty: 2898.125977
	Iteration 12Q: 3 clusters Score -841648.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -841749.687500 Penalty: 2898.125977
	Iteration 13Q: 3 clusters Score -841749.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -841841.312500 Penalty: 2898.125977
	Iteration 14Q: 3 clusters Score -841841.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -841909.937500 Penalty: 2898.125977
	Iteration 15Q: 3 clusters Score -841909.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -841975.500000 Penalty: 2898.125977
	Iteration 16Q: 3 clusters Score -841975.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -842031.375000 Penalty: 2898.125977
	Iteration 17Q: 3 clusters Score -842031.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -842080.062500 Penalty: 2898.125977
	Iteration 18Q: 3 clusters Score -842080.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -842124.687500 Penalty: 2898.125977
	Iteration 19Q: 3 clusters Score -842124.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -842163.250000 Penalty: 2898.125977
	Iteration 20F: 3 clusters Score -842163.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -842195.625000 Penalty: 2898.125977
	Iteration 21Q: 3 clusters Score -842195.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -842226.750000 Penalty: 2898.125977
	Iteration 22Q: 3 clusters Score -842226.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -842248.687500 Penalty: 2898.125977
	Iteration 23Q: 3 clusters Score -842248.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -842269.250000 Penalty: 2898.125977
	Iteration 24Q: 3 clusters Score -842269.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -842277.062500 Penalty: 2898.125977
	Iteration 25Q: 3 clusters Score -842277.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -842286.000000 Penalty: 2898.125977
	Iteration 26Q: 3 clusters Score -842286 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -842301.437500 Penalty: 2898.125977
	Iteration 27Q: 3 clusters Score -842301.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -842320.500000 Penalty: 2898.125977
	Iteration 28Q: 3 clusters Score -842320.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -842344.312500 Penalty: 2898.125977
	Iteration 29Q: 3 clusters Score -842344.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -842359.625000 Penalty: 2898.125977
	Iteration 30Q: 3 clusters Score -842359.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -842369.625000 Penalty: 2898.125977
	Iteration 31Q: 3 clusters Score -842369.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -842373.750000 Penalty: 2898.125977
	Iteration 32Q: 3 clusters Score -842373.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -842379.125000 Penalty: 2898.125977
	Iteration 33Q: 3 clusters Score -842379.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -842384.750000 Penalty: 2898.125977
	Iteration 34Q: 3 clusters Score -842384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -842387.812500 Penalty: 2898.125977
	Iteration 35Q: 3 clusters Score -842387.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -842388.687500 Penalty: 2898.125977
	Iteration 36Q: 3 clusters Score -842388.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -842389.812500 Penalty: 2898.125977
	Iteration 37Q: 3 clusters Score -842389.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -842390.187500 Penalty: 2898.125977
	Iteration 38Q: 3 clusters Score -842390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -842391.437500 Penalty: 2898.125977
	Iteration 39Q: 3 clusters Score -842391.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -842393.000000 Penalty: 2898.125977
	Iteration 40F: 3 clusters Score -842393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -842391.250000 Penalty: 2898.125977
	Iteration 41Q: 3 clusters Score -842391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -842391.375000 Penalty: 2898.125977
	Iteration 42Q: 3 clusters Score -842391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -842392.125000 Penalty: 2898.125977
	Iteration 43Q: 3 clusters Score -842392.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -842394.437500 Penalty: 2898.125977
	Iteration 44Q: 3 clusters Score -842394.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -842395.687500 Penalty: 2898.125977
	Iteration 45Q: 3 clusters Score -842395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -842398.687500 Penalty: 2898.125977
	Iteration 46Q: 3 clusters Score -842398.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -842400.250000 Penalty: 2898.125977
	Iteration 47Q: 3 clusters Score -842400.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -842402.250000 Penalty: 2898.125977
	Iteration 48Q: 3 clusters Score -842402.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -842403.062500 Penalty: 2898.125977
	Iteration 49Q: 3 clusters Score -842403.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -842405.000000 Penalty: 2898.125977
	Iteration 50Q: 3 clusters Score -842405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -842406.187500 Penalty: 2898.125977
	Iteration 51Q: 3 clusters Score -842406.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -842406.187500 Penalty: 2898.125977
	Iteration 52F: 3 clusters Score -842406.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -900102.500000 Penalty: 1456.887695
	Iteration 0F: 2 clusters Score -900102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -894318.562500 Penalty: 2913.775391
	Iteration 0F: 3 clusters Score -894318.6 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -895961.000000 Penalty: 2913.775391
	Iteration 1F: 3 clusters Score -895961 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -896187.125000 Penalty: 2913.775391
	Iteration 2F: 3 clusters Score -896187.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -896411.875000 Penalty: 2913.775391
	Iteration 3F: 3 clusters Score -896411.9 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -896636.250000 Penalty: 2913.775391
	Iteration 4F: 3 clusters Score -896636.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -896881.000000 Penalty: 2913.775391
	Iteration 5F: 3 clusters Score -896881 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -897151.187500 Penalty: 2913.775391
	Iteration 6F: 3 clusters Score -897151.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -897442.437500 Penalty: 2913.775391
	Iteration 7F: 3 clusters Score -897442.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -897759.562500 Penalty: 2913.775391
	Iteration 8F: 3 clusters Score -897759.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -898060.562500 Penalty: 2913.775391
	Iteration 9Q: 3 clusters Score -898060.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -898298.625000 Penalty: 2913.775391
	Iteration 10Q: 3 clusters Score -898298.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -898471.625000 Penalty: 2913.775391
	Iteration 11Q: 3 clusters Score -898471.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -898586.812500 Penalty: 2913.775391
	Iteration 12Q: 3 clusters Score -898586.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -898690.125000 Penalty: 2913.775391
	Iteration 13Q: 3 clusters Score -898690.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -898753.500000 Penalty: 2913.775391
	Iteration 14Q: 3 clusters Score -898753.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -898775.312500 Penalty: 2913.775391
	Iteration 15Q: 3 clusters Score -898775.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -898796.062500 Penalty: 2913.775391
	Iteration 16Q: 3 clusters Score -898796.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -898805.562500 Penalty: 2913.775391
	Iteration 17Q: 3 clusters Score -898805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -898810.500000 Penalty: 2913.775391
	Iteration 18Q: 3 clusters Score -898810.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -898819.562500 Penalty: 2913.775391
	Iteration 19Q: 3 clusters Score -898819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -898824.062500 Penalty: 2913.775391
	Iteration 20F: 3 clusters Score -898824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -898826.937500 Penalty: 2913.775391
	Iteration 21Q: 3 clusters Score -898826.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -898829.812500 Penalty: 2913.775391
	Iteration 22Q: 3 clusters Score -898829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -898833.187500 Penalty: 2913.775391
	Iteration 23Q: 3 clusters Score -898833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -898834.437500 Penalty: 2913.775391
	Iteration 24Q: 3 clusters Score -898834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -898837.937500 Penalty: 2913.775391
	Iteration 25Q: 3 clusters Score -898837.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -898839.875000 Penalty: 2913.775391
	Iteration 26Q: 3 clusters Score -898839.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -898841.375000 Penalty: 2913.775391
	Iteration 27Q: 3 clusters Score -898841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -898843.375000 Penalty: 2913.775391
	Iteration 28Q: 3 clusters Score -898843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -898842.500000 Penalty: 2913.775391
	Iteration 29Q: 3 clusters Score -898842.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -898842.500000 Penalty: 2913.775391
	Iteration 30F: 3 clusters Score -898842.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -737843.625000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -737843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -732919.562500 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -732919.6 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -734399.000000 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -734399 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -734591.750000 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -734591.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -734737.187500 Penalty: 2850.039307
	Iteration 3F: 3 clusters Score -734737.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -734853.000000 Penalty: 2850.039307
	Iteration 4Q: 3 clusters Score -734853 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -734974.250000 Penalty: 2850.039307
	Iteration 5Q: 3 clusters Score -734974.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -735121.687500 Penalty: 2850.039307
	Iteration 6Q: 3 clusters Score -735121.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -735286.562500 Penalty: 2850.039307
	Iteration 7Q: 3 clusters Score -735286.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -735466.375000 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -735466.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -735655.875000 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -735655.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -735855.937500 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -735855.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -736034.125000 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -736034.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -736177.187500 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -736177.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -736299.687500 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -736299.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -736377.687500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -736377.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -736442.187500 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -736442.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -736481.750000 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -736481.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -736509.312500 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -736509.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -736528.812500 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -736528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -736536.750000 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -736536.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -736549.250000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -736549.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -736558.375000 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -736558.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -736563.812500 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -736563.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -736565.875000 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -736565.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -736566.375000 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -736566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -736567.562500 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -736567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -736571.500000 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -736571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -736579.125000 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -736579.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -736585.562500 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -736585.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -736592.312500 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -736592.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -736597.875000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -736597.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -736605.875000 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -736605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -736610.125000 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -736610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -736616.812500 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -736616.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -736623.437500 Penalty: 2850.039307
	Iteration 34Q: 3 clusters Score -736623.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -736627.500000 Penalty: 2850.039307
	Iteration 35Q: 3 clusters Score -736627.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -736629.937500 Penalty: 2850.039307
	Iteration 36Q: 3 clusters Score -736629.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -736630.812500 Penalty: 2850.039307
	Iteration 37Q: 3 clusters Score -736630.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -736632.562500 Penalty: 2850.039307
	Iteration 38Q: 3 clusters Score -736632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -736633.187500 Penalty: 2850.039307
	Iteration 39Q: 3 clusters Score -736633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -736633.187500 Penalty: 2850.039307
	Iteration 40F: 3 clusters Score -736633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -413931.218750 Penalty: 1333.125854
	Iteration 0F: 2 clusters Score -413931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -410780.843750 Penalty: 2666.251709
	Iteration 0F: 3 clusters Score -410780.8 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -411584.906250 Penalty: 2666.251709
	Iteration 1F: 3 clusters Score -411584.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -411793.812500 Penalty: 2666.251709
	Iteration 2F: 3 clusters Score -411793.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -411964.375000 Penalty: 2666.251709
	Iteration 3F: 3 clusters Score -411964.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -412100.500000 Penalty: 2666.251709
	Iteration 4Q: 3 clusters Score -412100.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -412215.875000 Penalty: 2666.251709
	Iteration 5Q: 3 clusters Score -412215.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -412308.750000 Penalty: 2666.251709
	Iteration 6Q: 3 clusters Score -412308.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -412370.906250 Penalty: 2666.251709
	Iteration 7Q: 3 clusters Score -412370.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -412417.656250 Penalty: 2666.251709
	Iteration 8Q: 3 clusters Score -412417.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -412455.843750 Penalty: 2666.251709
	Iteration 9Q: 3 clusters Score -412455.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -412484.281250 Penalty: 2666.251709
	Iteration 10Q: 3 clusters Score -412484.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -412510.187500 Penalty: 2666.251709
	Iteration 11Q: 3 clusters Score -412510.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -412528.812500 Penalty: 2666.251709
	Iteration 12Q: 3 clusters Score -412528.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -412540.375000 Penalty: 2666.251709
	Iteration 13Q: 3 clusters Score -412540.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -412548.906250 Penalty: 2666.251709
	Iteration 14Q: 3 clusters Score -412548.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -412556.375000 Penalty: 2666.251709
	Iteration 15Q: 3 clusters Score -412556.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -412565.937500 Penalty: 2666.251709
	Iteration 16Q: 3 clusters Score -412565.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -412576.593750 Penalty: 2666.251709
	Iteration 17Q: 3 clusters Score -412576.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -412589.562500 Penalty: 2666.251709
	Iteration 18Q: 3 clusters Score -412589.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412604.781250 Penalty: 2666.251709
	Iteration 19Q: 3 clusters Score -412604.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -412618.187500 Penalty: 2666.251709
	Iteration 20F: 3 clusters Score -412618.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -412629.312500 Penalty: 2666.251709
	Iteration 21Q: 3 clusters Score -412629.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -412646.375000 Penalty: 2666.251709
	Iteration 22Q: 3 clusters Score -412646.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -412662.906250 Penalty: 2666.251709
	Iteration 23Q: 3 clusters Score -412662.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -412686.062500 Penalty: 2666.251709
	Iteration 24Q: 3 clusters Score -412686.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -412708.312500 Penalty: 2666.251709
	Iteration 25Q: 3 clusters Score -412708.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -412725.562500 Penalty: 2666.251709
	Iteration 26Q: 3 clusters Score -412725.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -412743.687500 Penalty: 2666.251709
	Iteration 27Q: 3 clusters Score -412743.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -412757.906250 Penalty: 2666.251709
	Iteration 28Q: 3 clusters Score -412757.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -412768.062500 Penalty: 2666.251709
	Iteration 29Q: 3 clusters Score -412768.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -412780.718750 Penalty: 2666.251709
	Iteration 30Q: 3 clusters Score -412780.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -412792.375000 Penalty: 2666.251709
	Iteration 31Q: 3 clusters Score -412792.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -412804.187500 Penalty: 2666.251709
	Iteration 32Q: 3 clusters Score -412804.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -412815.906250 Penalty: 2666.251709
	Iteration 33Q: 3 clusters Score -412815.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -412826.625000 Penalty: 2666.251709
	Iteration 34Q: 3 clusters Score -412826.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -412841.531250 Penalty: 2666.251709
	Iteration 35Q: 3 clusters Score -412841.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -412846.281250 Penalty: 2666.251709
	Iteration 36Q: 3 clusters Score -412846.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -412851.718750 Penalty: 2666.251709
	Iteration 37Q: 3 clusters Score -412851.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -412855.093750 Penalty: 2666.251709
	Iteration 38Q: 3 clusters Score -412855.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -412859.500000 Penalty: 2666.251709
	Iteration 39Q: 3 clusters Score -412859.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -412863.468750 Penalty: 2666.251709
	Iteration 40F: 3 clusters Score -412863.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -412868.500000 Penalty: 2666.251709
	Iteration 41Q: 3 clusters Score -412868.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -412873.343750 Penalty: 2666.251709
	Iteration 42Q: 3 clusters Score -412873.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -412877.437500 Penalty: 2666.251709
	Iteration 43Q: 3 clusters Score -412877.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -412879.281250 Penalty: 2666.251709
	Iteration 44Q: 3 clusters Score -412879.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -412882.093750 Penalty: 2666.251709
	Iteration 45Q: 3 clusters Score -412882.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -412884.000000 Penalty: 2666.251709
	Iteration 46Q: 3 clusters Score -412884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -412884.906250 Penalty: 2666.251709
	Iteration 47Q: 3 clusters Score -412884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -412886.437500 Penalty: 2666.251709
	Iteration 48Q: 3 clusters Score -412886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -412890.125000 Penalty: 2666.251709
	Iteration 49Q: 3 clusters Score -412890.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -412896.343750 Penalty: 2666.251709
	Iteration 50Q: 3 clusters Score -412896.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -412901.968750 Penalty: 2666.251709
	Iteration 51Q: 3 clusters Score -412902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -412906.437500 Penalty: 2666.251709
	Iteration 52Q: 3 clusters Score -412906.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -412910.343750 Penalty: 2666.251709
	Iteration 53Q: 3 clusters Score -412910.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -412914.937500 Penalty: 2666.251709
	Iteration 54Q: 3 clusters Score -412914.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -412921.531250 Penalty: 2666.251709
	Iteration 55Q: 3 clusters Score -412921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -412925.687500 Penalty: 2666.251709
	Iteration 56Q: 3 clusters Score -412925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -412927.906250 Penalty: 2666.251709
	Iteration 57Q: 3 clusters Score -412927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -412930.937500 Penalty: 2666.251709
	Iteration 58Q: 3 clusters Score -412930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -412932.343750 Penalty: 2666.251709
	Iteration 59Q: 3 clusters Score -412932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -412935.031250 Penalty: 2666.251709
	Iteration 60F: 3 clusters Score -412935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -412938.312500 Penalty: 2666.251709
	Iteration 61Q: 3 clusters Score -412938.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -412940.125000 Penalty: 2666.251709
	Iteration 62Q: 3 clusters Score -412940.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -412944.531250 Penalty: 2666.251709
	Iteration 63Q: 3 clusters Score -412944.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -412948.406250 Penalty: 2666.251709
	Iteration 64Q: 3 clusters Score -412948.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -412950.968750 Penalty: 2666.251709
	Iteration 65Q: 3 clusters Score -412951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -412953.750000 Penalty: 2666.251709
	Iteration 66Q: 3 clusters Score -412953.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -412959.468750 Penalty: 2666.251709
	Iteration 67Q: 3 clusters Score -412959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -412965.187500 Penalty: 2666.251709
	Iteration 68Q: 3 clusters Score -412965.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -412972.687500 Penalty: 2666.251709
	Iteration 69Q: 3 clusters Score -412972.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -412977.531250 Penalty: 2666.251709
	Iteration 70Q: 3 clusters Score -412977.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -412980.906250 Penalty: 2666.251709
	Iteration 71Q: 3 clusters Score -412980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -412985.031250 Penalty: 2666.251709
	Iteration 72Q: 3 clusters Score -412985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -412985.875000 Penalty: 2666.251709
	Iteration 73Q: 3 clusters Score -412985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -412988.750000 Penalty: 2666.251709
	Iteration 74Q: 3 clusters Score -412988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -412991.406250 Penalty: 2666.251709
	Iteration 75Q: 3 clusters Score -412991.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -412992.343750 Penalty: 2666.251709
	Iteration 76Q: 3 clusters Score -412992.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -412994.125000 Penalty: 2666.251709
	Iteration 77Q: 3 clusters Score -412994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -412997.187500 Penalty: 2666.251709
	Iteration 78Q: 3 clusters Score -412997.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -413000.875000 Penalty: 2666.251709
	Iteration 79Q: 3 clusters Score -413000.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -413006.656250 Penalty: 2666.251709
	Iteration 80F: 3 clusters Score -413006.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -413010.718750 Penalty: 2666.251709
	Iteration 81Q: 3 clusters Score -413010.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -413016.718750 Penalty: 2666.251709
	Iteration 82Q: 3 clusters Score -413016.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -413023.281250 Penalty: 2666.251709
	Iteration 83Q: 3 clusters Score -413023.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -413030.781250 Penalty: 2666.251709
	Iteration 84Q: 3 clusters Score -413030.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -413041.000000 Penalty: 2666.251709
	Iteration 85Q: 3 clusters Score -413041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -413048.781250 Penalty: 2666.251709
	Iteration 86Q: 3 clusters Score -413048.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -413055.406250 Penalty: 2666.251709
	Iteration 87Q: 3 clusters Score -413055.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -413061.687500 Penalty: 2666.251709
	Iteration 88Q: 3 clusters Score -413061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -413065.187500 Penalty: 2666.251709
	Iteration 89Q: 3 clusters Score -413065.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -413066.812500 Penalty: 2666.251709
	Iteration 90Q: 3 clusters Score -413066.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -413070.437500 Penalty: 2666.251709
	Iteration 91Q: 3 clusters Score -413070.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -413074.093750 Penalty: 2666.251709
	Iteration 92Q: 3 clusters Score -413074.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -413079.718750 Penalty: 2666.251709
	Iteration 93Q: 3 clusters Score -413079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -413085.562500 Penalty: 2666.251709
	Iteration 94Q: 3 clusters Score -413085.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -413093.625000 Penalty: 2666.251709
	Iteration 95Q: 3 clusters Score -413093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -413101.156250 Penalty: 2666.251709
	Iteration 96Q: 3 clusters Score -413101.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -413109.406250 Penalty: 2666.251709
	Iteration 97Q: 3 clusters Score -413109.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -413114.500000 Penalty: 2666.251709
	Iteration 98Q: 3 clusters Score -413114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -413120.031250 Penalty: 2666.251709
	Iteration 99Q: 3 clusters Score -413120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -413124.656250 Penalty: 2666.251709
	Iteration 100F: 3 clusters Score -413124.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -413126.000000 Penalty: 2666.251709
	Iteration 101Q: 3 clusters Score -413126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -413129.312500 Penalty: 2666.251709
	Iteration 102Q: 3 clusters Score -413129.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -413131.125000 Penalty: 2666.251709
	Iteration 103Q: 3 clusters Score -413131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -413133.687500 Penalty: 2666.251709
	Iteration 104Q: 3 clusters Score -413133.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -413135.937500 Penalty: 2666.251709
	Iteration 105Q: 3 clusters Score -413135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -413135.781250 Penalty: 2666.251709
	Iteration 106Q: 3 clusters Score -413135.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -413136.812500 Penalty: 2666.251709
	Iteration 107Q: 3 clusters Score -413136.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -413137.937500 Penalty: 2666.251709
	Iteration 108Q: 3 clusters Score -413137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -413138.125000 Penalty: 2666.251709
	Iteration 109Q: 3 clusters Score -413138.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -413138.281250 Penalty: 2666.251709
	Iteration 110Q: 3 clusters Score -413138.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -413138.281250 Penalty: 2666.251709
	Iteration 111F: 3 clusters Score -413138.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1164918.625000 Penalty: 1501.104492
	Iteration 0F: 2 clusters Score -1164919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1157599.125000 Penalty: 3002.208984
	Iteration 0F: 3 clusters Score -1157599 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1159874.125000 Penalty: 3002.208984
	Iteration 1F: 3 clusters Score -1159874 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1160157.625000 Penalty: 3002.208984
	Iteration 2F: 3 clusters Score -1160158 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1160430.125000 Penalty: 3002.208984
	Iteration 3F: 3 clusters Score -1160430 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1160655.125000 Penalty: 3002.208984
	Iteration 4Q: 3 clusters Score -1160655 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1160871.750000 Penalty: 3002.208984
	Iteration 5Q: 3 clusters Score -1160872 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1161120.375000 Penalty: 3002.208984
	Iteration 6Q: 3 clusters Score -1161120 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1161406.125000 Penalty: 3002.208984
	Iteration 7Q: 3 clusters Score -1161406 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -1161729.875000 Penalty: 3002.208984
	Iteration 8F: 3 clusters Score -1161730 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1162136.125000 Penalty: 3002.208984
	Iteration 9F: 3 clusters Score -1162136 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1162565.125000 Penalty: 3002.208984
	Iteration 10F: 3 clusters Score -1162565 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1162937.000000 Penalty: 3002.208984
	Iteration 11Q: 3 clusters Score -1162937 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1163197.750000 Penalty: 3002.208984
	Iteration 12Q: 3 clusters Score -1163198 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1163334.250000 Penalty: 3002.208984
	Iteration 13Q: 3 clusters Score -1163334 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1163425.500000 Penalty: 3002.208984
	Iteration 14Q: 3 clusters Score -1163426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1163497.375000 Penalty: 3002.208984
	Iteration 15Q: 3 clusters Score -1163497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1163546.875000 Penalty: 3002.208984
	Iteration 16Q: 3 clusters Score -1163547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1163575.500000 Penalty: 3002.208984
	Iteration 17Q: 3 clusters Score -1163576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1163598.250000 Penalty: 3002.208984
	Iteration 18Q: 3 clusters Score -1163598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1163609.250000 Penalty: 3002.208984
	Iteration 19Q: 3 clusters Score -1163609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1163611.500000 Penalty: 3002.208984
	Iteration 20F: 3 clusters Score -1163612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1163614.500000 Penalty: 3002.208984
	Iteration 21Q: 3 clusters Score -1163614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1163626.250000 Penalty: 3002.208984
	Iteration 22Q: 3 clusters Score -1163626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1163640.375000 Penalty: 3002.208984
	Iteration 23Q: 3 clusters Score -1163640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1163647.750000 Penalty: 3002.208984
	Iteration 24Q: 3 clusters Score -1163648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1163648.500000 Penalty: 3002.208984
	Iteration 25Q: 3 clusters Score -1163648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1163648.500000 Penalty: 3002.208984
	Iteration 26F: 3 clusters Score -1163648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -38668.394531 Penalty: 1036.218140
	Iteration 0F: 2 clusters Score -38668.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -37682.480469 Penalty: 2072.436279
	Iteration 0F: 3 clusters Score -37682.48 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -38151.421875 Penalty: 2072.436279
	Iteration 1F: 3 clusters Score -38151.42 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -38480.906250 Penalty: 2072.436279
	Iteration 2F: 3 clusters Score -38480.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -38615.199219 Penalty: 2072.436279
	Iteration 3F: 3 clusters Score -38615.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -38659.531250 Penalty: 2072.436279
	Iteration 4Q: 3 clusters Score -38659.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -38676.210938 Penalty: 2072.436279
	Iteration 5Q: 3 clusters Score -38676.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -38685.816406 Penalty: 2072.436279
	Iteration 6Q: 3 clusters Score -38685.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38687.753906 Penalty: 2072.436279
	Iteration 7Q: 3 clusters Score -38687.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -38687.753906 Penalty: 2072.436279
	Iteration 8F: 3 clusters Score -38687.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 467 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 121 members 
Entering Unmasked Estep 
Score: -40123992.000000 Penalty: 91508.632812
Splitting cluster 10 changes total score from -40125028.000000 to -40123992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -588252.625000 Penalty: 1387.961182
	Iteration 0F: 2 clusters Score -588252.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -584220.625000 Penalty: 2775.922363
	Iteration 0F: 3 clusters Score -584220.6 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -585360.437500 Penalty: 2775.922363
	Iteration 1F: 3 clusters Score -585360.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -585553.812500 Penalty: 2775.922363
	Iteration 2F: 3 clusters Score -585553.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -585693.750000 Penalty: 2775.922363
	Iteration 3F: 3 clusters Score -585693.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -585821.312500 Penalty: 2775.922363
	Iteration 4Q: 3 clusters Score -585821.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -585951.687500 Penalty: 2775.922363
	Iteration 5Q: 3 clusters Score -585951.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -586094.437500 Penalty: 2775.922363
	Iteration 6Q: 3 clusters Score -586094.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -586209.937500 Penalty: 2775.922363
	Iteration 7Q: 3 clusters Score -586209.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -586309.812500 Penalty: 2775.922363
	Iteration 8Q: 3 clusters Score -586309.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -586412.437500 Penalty: 2775.922363
	Iteration 9Q: 3 clusters Score -586412.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -586511.312500 Penalty: 2775.922363
	Iteration 10Q: 3 clusters Score -586511.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -586590.562500 Penalty: 2775.922363
	Iteration 11Q: 3 clusters Score -586590.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -586667.750000 Penalty: 2775.922363
	Iteration 12Q: 3 clusters Score -586667.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -586723.375000 Penalty: 2775.922363
	Iteration 13Q: 3 clusters Score -586723.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -586770.625000 Penalty: 2775.922363
	Iteration 14Q: 3 clusters Score -586770.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -586810.312500 Penalty: 2775.922363
	Iteration 15Q: 3 clusters Score -586810.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -586853.687500 Penalty: 2775.922363
	Iteration 16Q: 3 clusters Score -586853.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -586893.000000 Penalty: 2775.922363
	Iteration 17Q: 3 clusters Score -586893 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -586926.562500 Penalty: 2775.922363
	Iteration 18Q: 3 clusters Score -586926.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -586957.062500 Penalty: 2775.922363
	Iteration 19Q: 3 clusters Score -586957.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -586981.812500 Penalty: 2775.922363
	Iteration 20F: 3 clusters Score -586981.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -587000.687500 Penalty: 2775.922363
	Iteration 21Q: 3 clusters Score -587000.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -587017.437500 Penalty: 2775.922363
	Iteration 22Q: 3 clusters Score -587017.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -587028.937500 Penalty: 2775.922363
	Iteration 23Q: 3 clusters Score -587028.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -587038.437500 Penalty: 2775.922363
	Iteration 24Q: 3 clusters Score -587038.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -587048.437500 Penalty: 2775.922363
	Iteration 25Q: 3 clusters Score -587048.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -587057.875000 Penalty: 2775.922363
	Iteration 26Q: 3 clusters Score -587057.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -587063.937500 Penalty: 2775.922363
	Iteration 27Q: 3 clusters Score -587063.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -587068.062500 Penalty: 2775.922363
	Iteration 28Q: 3 clusters Score -587068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -587071.687500 Penalty: 2775.922363
	Iteration 29Q: 3 clusters Score -587071.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -587075.812500 Penalty: 2775.922363
	Iteration 30Q: 3 clusters Score -587075.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -587078.625000 Penalty: 2775.922363
	Iteration 31Q: 3 clusters Score -587078.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -587080.937500 Penalty: 2775.922363
	Iteration 32Q: 3 clusters Score -587080.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -587083.437500 Penalty: 2775.922363
	Iteration 33Q: 3 clusters Score -587083.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -587089.437500 Penalty: 2775.922363
	Iteration 34Q: 3 clusters Score -587089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -587090.125000 Penalty: 2775.922363
	Iteration 35Q: 3 clusters Score -587090.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -587090.500000 Penalty: 2775.922363
	Iteration 36Q: 3 clusters Score -587090.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -587090.125000 Penalty: 2775.922363
	Iteration 37Q: 3 clusters Score -587090.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -587090.125000 Penalty: 2775.922363
	Iteration 38F: 3 clusters Score -587090.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -119600.156250 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -119600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118080.515625 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -118080.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118368.906250 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -118368.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -118455.539062 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -118455.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -118513.414062 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -118513.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118543.351562 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -118543.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118565.898438 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -118565.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118585.859375 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -118585.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118601.460938 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -118601.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118621.242188 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -118621.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -118632.843750 Penalty: 2273.028320
	Iteration 9Q: 3 clusters Score -118632.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118641.265625 Penalty: 2273.028320
	Iteration 10Q: 3 clusters Score -118641.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118648.218750 Penalty: 2273.028320
	Iteration 11Q: 3 clusters Score -118648.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -118653.476562 Penalty: 2273.028320
	Iteration 12Q: 3 clusters Score -118653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118657.453125 Penalty: 2273.028320
	Iteration 13Q: 3 clusters Score -118657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -118661.164062 Penalty: 2273.028320
	Iteration 14Q: 3 clusters Score -118661.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118664.492188 Penalty: 2273.028320
	Iteration 15Q: 3 clusters Score -118664.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118668.531250 Penalty: 2273.028320
	Iteration 16Q: 3 clusters Score -118668.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -118675.156250 Penalty: 2273.028320
	Iteration 17Q: 3 clusters Score -118675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118680.367188 Penalty: 2273.028320
	Iteration 18Q: 3 clusters Score -118680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -118683.242188 Penalty: 2273.028320
	Iteration 19Q: 3 clusters Score -118683.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -118687.773438 Penalty: 2273.028320
	Iteration 20F: 3 clusters Score -118687.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -118691.906250 Penalty: 2273.028320
	Iteration 21Q: 3 clusters Score -118691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -118693.039062 Penalty: 2273.028320
	Iteration 22Q: 3 clusters Score -118693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -118693.039062 Penalty: 2273.028320
	Iteration 23F: 3 clusters Score -118693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -194842.703125 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -194842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -192888.390625 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -192888.4 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -193317.703125 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -193317.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -193488.718750 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -193488.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193738.250000 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -193738.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -193970.609375 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -193970.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -194139.437500 Penalty: 2428.193115
	Iteration 5F: 3 clusters Score -194139.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -194258.015625 Penalty: 2428.193115
	Iteration 6F: 3 clusters Score -194258 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -194326.484375 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -194326.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -194359.859375 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -194359.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -194387.937500 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -194387.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -194398.343750 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -194398.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -194411.593750 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -194411.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -194415.921875 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -194415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -194417.796875 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -194417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -194419.875000 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -194419.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -194422.078125 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -194422.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -194424.312500 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -194424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -194425.281250 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -194425.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194426.390625 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -194426.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194427.687500 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -194427.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -194427.687500 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -194427.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Entering Unmasked Estep 
Score: -1082444.000000 Penalty: 1485.845825
	Iteration 0F: 2 clusters Score -1082444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1075763.375000 Penalty: 2971.691650
	Iteration 0F: 3 clusters Score -1075763 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1078027.625000 Penalty: 2971.691650
	Iteration 1F: 3 clusters Score -1078028 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1078386.375000 Penalty: 2971.691650
	Iteration 2F: 3 clusters Score -1078386 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1078712.500000 Penalty: 2971.691650
	Iteration 3F: 3 clusters Score -1078712 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1079084.500000 Penalty: 2971.691650
	Iteration 4F: 3 clusters Score -1079084 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1079471.125000 Penalty: 2971.691650
	Iteration 5F: 3 clusters Score -1079471 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1079821.750000 Penalty: 2971.691650
	Iteration 6F: 3 clusters Score -1079822 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1080095.000000 Penalty: 2971.691650
	Iteration 7Q: 3 clusters Score -1080095 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1080332.375000 Penalty: 2971.691650
	Iteration 8Q: 3 clusters Score -1080332 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1080530.625000 Penalty: 2971.691650
	Iteration 9Q: 3 clusters Score -1080531 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1080678.500000 Penalty: 2971.691650
	Iteration 10Q: 3 clusters Score -1080678 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1080793.000000 Penalty: 2971.691650
	Iteration 11Q: 3 clusters Score -1080793 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1080882.250000 Penalty: 2971.691650
	Iteration 12Q: 3 clusters Score -1080882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1080946.875000 Penalty: 2971.691650
	Iteration 13Q: 3 clusters Score -1080947 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1080998.500000 Penalty: 2971.691650
	Iteration 14Q: 3 clusters Score -1080998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1081032.500000 Penalty: 2971.691650
	Iteration 15Q: 3 clusters Score -1081032 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1081051.125000 Penalty: 2971.691650
	Iteration 16Q: 3 clusters Score -1081051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1081076.125000 Penalty: 2971.691650
	Iteration 17Q: 3 clusters Score -1081076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1081090.250000 Penalty: 2971.691650
	Iteration 18Q: 3 clusters Score -1081090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1081104.250000 Penalty: 2971.691650
	Iteration 19Q: 3 clusters Score -1081104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1081119.250000 Penalty: 2971.691650
	Iteration 20F: 3 clusters Score -1081119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1081130.750000 Penalty: 2971.691650
	Iteration 21Q: 3 clusters Score -1081131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1081135.000000 Penalty: 2971.691650
	Iteration 22Q: 3 clusters Score -1081135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1081140.375000 Penalty: 2971.691650
	Iteration 23Q: 3 clusters Score -1081140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1081142.500000 Penalty: 2971.691650
	Iteration 24Q: 3 clusters Score -1081142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1081145.500000 Penalty: 2971.691650
	Iteration 25Q: 3 clusters Score -1081146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1081148.250000 Penalty: 2971.691650
	Iteration 26Q: 3 clusters Score -1081148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1081150.500000 Penalty: 2971.691650
	Iteration 27Q: 3 clusters Score -1081150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1081152.375000 Penalty: 2971.691650
	Iteration 28Q: 3 clusters Score -1081152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1081153.500000 Penalty: 2971.691650
	Iteration 29Q: 3 clusters Score -1081154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1081155.750000 Penalty: 2971.691650
	Iteration 30Q: 3 clusters Score -1081156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1081160.125000 Penalty: 2971.691650
	Iteration 31Q: 3 clusters Score -1081160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1081162.250000 Penalty: 2971.691650
	Iteration 32Q: 3 clusters Score -1081162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1081164.750000 Penalty: 2971.691650
	Iteration 33Q: 3 clusters Score -1081165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1081163.500000 Penalty: 2971.691650
	Iteration 34Q: 3 clusters Score -1081164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1081163.500000 Penalty: 2971.691650
	Iteration 35F: 3 clusters Score -1081164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -378495.468750 Penalty: 1319.111816
	Iteration 0F: 2 clusters Score -378495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -375588.156250 Penalty: 2638.223633
	Iteration 0F: 3 clusters Score -375588.2 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -376293.843750 Penalty: 2638.223633
	Iteration 1F: 3 clusters Score -376293.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -376451.937500 Penalty: 2638.223633
	Iteration 2F: 3 clusters Score -376451.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -376579.843750 Penalty: 2638.223633
	Iteration 3F: 3 clusters Score -376579.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -376707.312500 Penalty: 2638.223633
	Iteration 4F: 3 clusters Score -376707.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -376818.375000 Penalty: 2638.223633
	Iteration 5Q: 3 clusters Score -376818.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -376943.562500 Penalty: 2638.223633
	Iteration 6Q: 3 clusters Score -376943.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -377068.343750 Penalty: 2638.223633
	Iteration 7Q: 3 clusters Score -377068.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -377201.125000 Penalty: 2638.223633
	Iteration 8Q: 3 clusters Score -377201.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -377338.531250 Penalty: 2638.223633
	Iteration 9Q: 3 clusters Score -377338.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -377456.875000 Penalty: 2638.223633
	Iteration 10Q: 3 clusters Score -377456.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -377535.906250 Penalty: 2638.223633
	Iteration 11Q: 3 clusters Score -377535.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -377604.375000 Penalty: 2638.223633
	Iteration 12Q: 3 clusters Score -377604.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -377658.437500 Penalty: 2638.223633
	Iteration 13Q: 3 clusters Score -377658.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -377698.500000 Penalty: 2638.223633
	Iteration 14Q: 3 clusters Score -377698.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -377729.406250 Penalty: 2638.223633
	Iteration 15Q: 3 clusters Score -377729.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -377747.031250 Penalty: 2638.223633
	Iteration 16Q: 3 clusters Score -377747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -377753.906250 Penalty: 2638.223633
	Iteration 17Q: 3 clusters Score -377753.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -377756.500000 Penalty: 2638.223633
	Iteration 18Q: 3 clusters Score -377756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -377760.468750 Penalty: 2638.223633
	Iteration 19Q: 3 clusters Score -377760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -377762.843750 Penalty: 2638.223633
	Iteration 20F: 3 clusters Score -377762.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -377766.531250 Penalty: 2638.223633
	Iteration 21Q: 3 clusters Score -377766.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -377770.468750 Penalty: 2638.223633
	Iteration 22Q: 3 clusters Score -377770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -377772.312500 Penalty: 2638.223633
	Iteration 23Q: 3 clusters Score -377772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -377774.156250 Penalty: 2638.223633
	Iteration 24Q: 3 clusters Score -377774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -377775.687500 Penalty: 2638.223633
	Iteration 25Q: 3 clusters Score -377775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -377776.593750 Penalty: 2638.223633
	Iteration 26Q: 3 clusters Score -377776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -377778.687500 Penalty: 2638.223633
	Iteration 27Q: 3 clusters Score -377778.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -377782.656250 Penalty: 2638.223633
	Iteration 28Q: 3 clusters Score -377782.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -377785.375000 Penalty: 2638.223633
	Iteration 29Q: 3 clusters Score -377785.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -377789.250000 Penalty: 2638.223633
	Iteration 30Q: 3 clusters Score -377789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -377790.468750 Penalty: 2638.223633
	Iteration 31Q: 3 clusters Score -377790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -377791.312500 Penalty: 2638.223633
	Iteration 32Q: 3 clusters Score -377791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -377791.656250 Penalty: 2638.223633
	Iteration 33Q: 3 clusters Score -377791.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -377792.156250 Penalty: 2638.223633
	Iteration 34Q: 3 clusters Score -377792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -377792.250000 Penalty: 2638.223633
	Iteration 35Q: 3 clusters Score -377792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -377792.250000 Penalty: 2638.223633
	Iteration 36F: 3 clusters Score -377792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Entering Unmasked Estep 
Score: -10246450.000000 Penalty: 1852.544067
	Iteration 0F: 2 clusters Score -1.024645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -10186648.000000 Penalty: 3705.088135
	Iteration 0F: 3 clusters Score -1.018665e+07 nChanged 42805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -10212668.000000 Penalty: 3705.088135
	Iteration 1F: 3 clusters Score -1.021267e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -10214510.000000 Penalty: 3705.088135
	Iteration 2F: 3 clusters Score -1.021451e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56795 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -10217408.000000 Penalty: 3705.088135
	Iteration 3F: 3 clusters Score -1.021741e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -10222047.000000 Penalty: 3705.088135
	Iteration 4F: 3 clusters Score -1.022205e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70059 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -10228554.000000 Penalty: 3705.088135
	Iteration 5F: 3 clusters Score -1.022855e+07 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77004 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -10235471.000000 Penalty: 3705.088135
	Iteration 6F: 3 clusters Score -1.023547e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82078 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -10240615.000000 Penalty: 3705.088135
	Iteration 7F: 3 clusters Score -1.024062e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -10243306.000000 Penalty: 3705.088135
	Iteration 8Q: 3 clusters Score -1.024331e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86037 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -10244365.000000 Penalty: 3705.088135
	Iteration 9Q: 3 clusters Score -1.024436e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86688 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -10244873.000000 Penalty: 3705.088135
	Iteration 10Q: 3 clusters Score -1.024487e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87073 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -10245092.000000 Penalty: 3705.088135
	Iteration 11Q: 3 clusters Score -1.024509e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -10245203.000000 Penalty: 3705.088135
	Iteration 12Q: 3 clusters Score -1.02452e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -10245272.000000 Penalty: 3705.088135
	Iteration 13Q: 3 clusters Score -1.024527e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87615 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -10245301.000000 Penalty: 3705.088135
	Iteration 14Q: 3 clusters Score -1.02453e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87683 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10245337.000000 Penalty: 3705.088135
	Iteration 15Q: 3 clusters Score -1.024534e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -10245357.000000 Penalty: 3705.088135
	Iteration 16Q: 3 clusters Score -1.024536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87793 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -10245358.000000 Penalty: 3705.088135
	Iteration 17Q: 3 clusters Score -1.024536e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87834 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -10245359.000000 Penalty: 3705.088135
	Iteration 18Q: 3 clusters Score -1.024536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10245372.000000 Penalty: 3705.088135
	Iteration 19Q: 3 clusters Score -1.024537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87893 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -10245388.000000 Penalty: 3705.088135
	Iteration 20F: 3 clusters Score -1.024539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -10245393.000000 Penalty: 3705.088135
	Iteration 21Q: 3 clusters Score -1.024539e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10245406.000000 Penalty: 3705.088135
	Iteration 22Q: 3 clusters Score -1.024541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -10245426.000000 Penalty: 3705.088135
	Iteration 23Q: 3 clusters Score -1.024543e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87985 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -10245439.000000 Penalty: 3705.088135
	Iteration 24Q: 3 clusters Score -1.024544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88012 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -10245451.000000 Penalty: 3705.088135
	Iteration 25Q: 3 clusters Score -1.024545e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88031 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -10245458.000000 Penalty: 3705.088135
	Iteration 26Q: 3 clusters Score -1.024546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88045 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -10245460.000000 Penalty: 3705.088135
	Iteration 27Q: 3 clusters Score -1.024546e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88059 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -10245470.000000 Penalty: 3705.088135
	Iteration 28Q: 3 clusters Score -1.024547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88064 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -10245474.000000 Penalty: 3705.088135
	Iteration 29Q: 3 clusters Score -1.024547e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88066 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -10245492.000000 Penalty: 3705.088135
	Iteration 30Q: 3 clusters Score -1.024549e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -10245502.000000 Penalty: 3705.088135
	Iteration 31Q: 3 clusters Score -1.02455e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88067 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -10245501.000000 Penalty: 3705.088135
	Iteration 32Q: 3 clusters Score -1.02455e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88075 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -10245503.000000 Penalty: 3705.088135
	Iteration 33Q: 3 clusters Score -1.02455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -10245511.000000 Penalty: 3705.088135
	Iteration 34Q: 3 clusters Score -1.024551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10245518.000000 Penalty: 3705.088135
	Iteration 35Q: 3 clusters Score -1.024552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -10245521.000000 Penalty: 3705.088135
	Iteration 36Q: 3 clusters Score -1.024552e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88086 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -10245519.000000 Penalty: 3705.088135
	Iteration 37Q: 3 clusters Score -1.024552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10245520.000000 Penalty: 3705.088135
	Iteration 38Q: 3 clusters Score -1.024552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88088 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -10245520.000000 Penalty: 3705.088135
	Iteration 39F: 3 clusters Score -1.024552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Entering Unmasked Estep 
Score: -1793858.625000 Penalty: 1569.337158
	Iteration 0F: 2 clusters Score -1793859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1783113.625000 Penalty: 3138.674316
	Iteration 0F: 3 clusters Score -1783114 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1787050.500000 Penalty: 3138.674316
	Iteration 1F: 3 clusters Score -1787050 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -1787635.500000 Penalty: 3138.674316
	Iteration 2F: 3 clusters Score -1787636 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1788261.500000 Penalty: 3138.674316
	Iteration 3F: 3 clusters Score -1788262 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -1788926.125000 Penalty: 3138.674316
	Iteration 4F: 3 clusters Score -1788926 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1789608.000000 Penalty: 3138.674316
	Iteration 5F: 3 clusters Score -1789608 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1790272.375000 Penalty: 3138.674316
	Iteration 6F: 3 clusters Score -1790272 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1790866.125000 Penalty: 3138.674316
	Iteration 7F: 3 clusters Score -1790866 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1791297.125000 Penalty: 3138.674316
	Iteration 8F: 3 clusters Score -1791297 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1791562.875000 Penalty: 3138.674316
	Iteration 9Q: 3 clusters Score -1791563 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1791740.750000 Penalty: 3138.674316
	Iteration 10Q: 3 clusters Score -1791741 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1791857.750000 Penalty: 3138.674316
	Iteration 11Q: 3 clusters Score -1791858 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1791960.250000 Penalty: 3138.674316
	Iteration 12Q: 3 clusters Score -1791960 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1792056.625000 Penalty: 3138.674316
	Iteration 13Q: 3 clusters Score -1792057 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1792153.750000 Penalty: 3138.674316
	Iteration 14Q: 3 clusters Score -1792154 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1792232.500000 Penalty: 3138.674316
	Iteration 15Q: 3 clusters Score -1792232 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1792306.000000 Penalty: 3138.674316
	Iteration 16Q: 3 clusters Score -1792306 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1792367.250000 Penalty: 3138.674316
	Iteration 17Q: 3 clusters Score -1792367 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1792419.000000 Penalty: 3138.674316
	Iteration 18Q: 3 clusters Score -1792419 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1792469.125000 Penalty: 3138.674316
	Iteration 19Q: 3 clusters Score -1792469 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1792507.375000 Penalty: 3138.674316
	Iteration 20F: 3 clusters Score -1792507 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1792543.750000 Penalty: 3138.674316
	Iteration 21Q: 3 clusters Score -1792544 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1792576.750000 Penalty: 3138.674316
	Iteration 22Q: 3 clusters Score -1792577 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1792615.375000 Penalty: 3138.674316
	Iteration 23Q: 3 clusters Score -1792615 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1792663.000000 Penalty: 3138.674316
	Iteration 24Q: 3 clusters Score -1792663 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1792704.250000 Penalty: 3138.674316
	Iteration 25Q: 3 clusters Score -1792704 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1792731.000000 Penalty: 3138.674316
	Iteration 26Q: 3 clusters Score -1792731 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1792745.875000 Penalty: 3138.674316
	Iteration 27Q: 3 clusters Score -1792746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1792773.625000 Penalty: 3138.674316
	Iteration 28Q: 3 clusters Score -1792774 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1792794.875000 Penalty: 3138.674316
	Iteration 29Q: 3 clusters Score -1792795 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1792817.625000 Penalty: 3138.674316
	Iteration 30Q: 3 clusters Score -1792818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1792836.750000 Penalty: 3138.674316
	Iteration 31Q: 3 clusters Score -1792837 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -1792847.625000 Penalty: 3138.674316
	Iteration 32Q: 3 clusters Score -1792848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1792858.375000 Penalty: 3138.674316
	Iteration 33Q: 3 clusters Score -1792858 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -1792867.375000 Penalty: 3138.674316
	Iteration 34Q: 3 clusters Score -1792867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -1792876.000000 Penalty: 3138.674316
	Iteration 35Q: 3 clusters Score -1792876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1792886.625000 Penalty: 3138.674316
	Iteration 36Q: 3 clusters Score -1792887 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1792886.250000 Penalty: 3138.674316
	Iteration 37Q: 3 clusters Score -1792886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1792893.375000 Penalty: 3138.674316
	Iteration 38Q: 3 clusters Score -1792893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1792904.500000 Penalty: 3138.674316
	Iteration 39Q: 3 clusters Score -1792904 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -1792907.375000 Penalty: 3138.674316
	Iteration 40F: 3 clusters Score -1792907 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1792917.875000 Penalty: 3138.674316
	Iteration 41Q: 3 clusters Score -1792918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1792919.875000 Penalty: 3138.674316
	Iteration 42Q: 3 clusters Score -1792920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -1792919.875000 Penalty: 3138.674316
	Iteration 43Q: 3 clusters Score -1792920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1792917.750000 Penalty: 3138.674316
	Iteration 44Q: 3 clusters Score -1792918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1792919.750000 Penalty: 3138.674316
	Iteration 45Q: 3 clusters Score -1792920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -1792921.750000 Penalty: 3138.674316
	Iteration 46Q: 3 clusters Score -1792922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1792925.125000 Penalty: 3138.674316
	Iteration 47Q: 3 clusters Score -1792925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1792922.625000 Penalty: 3138.674316
	Iteration 48Q: 3 clusters Score -1792923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1792924.875000 Penalty: 3138.674316
	Iteration 49Q: 3 clusters Score -1792925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -1792924.750000 Penalty: 3138.674316
	Iteration 50Q: 3 clusters Score -1792925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1792926.750000 Penalty: 3138.674316
	Iteration 51Q: 3 clusters Score -1792927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -1792927.750000 Penalty: 3138.674316
	Iteration 52Q: 3 clusters Score -1792928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -1792926.875000 Penalty: 3138.674316
	Iteration 53Q: 3 clusters Score -1792927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1792929.875000 Penalty: 3138.674316
	Iteration 54Q: 3 clusters Score -1792930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1792929.625000 Penalty: 3138.674316
	Iteration 55Q: 3 clusters Score -1792930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1792931.500000 Penalty: 3138.674316
	Iteration 56Q: 3 clusters Score -1792932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1792929.750000 Penalty: 3138.674316
	Iteration 57Q: 3 clusters Score -1792930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1792932.875000 Penalty: 3138.674316
	Iteration 58Q: 3 clusters Score -1792933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1792933.625000 Penalty: 3138.674316
	Iteration 59Q: 3 clusters Score -1792934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1792933.375000 Penalty: 3138.674316
	Iteration 60F: 3 clusters Score -1792933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1792936.000000 Penalty: 3138.674316
	Iteration 61Q: 3 clusters Score -1792936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1792935.000000 Penalty: 3138.674316
	Iteration 62Q: 3 clusters Score -1792935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -1792936.000000 Penalty: 3138.674316
	Iteration 63Q: 3 clusters Score -1792936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -1792936.625000 Penalty: 3138.674316
	Iteration 64Q: 3 clusters Score -1792937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -1792939.375000 Penalty: 3138.674316
	Iteration 65Q: 3 clusters Score -1792939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1792939.750000 Penalty: 3138.674316
	Iteration 66Q: 3 clusters Score -1792940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1792941.250000 Penalty: 3138.674316
	Iteration 67Q: 3 clusters Score -1792941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1792942.875000 Penalty: 3138.674316
	Iteration 68Q: 3 clusters Score -1792943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -1792946.125000 Penalty: 3138.674316
	Iteration 69Q: 3 clusters Score -1792946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -1792942.500000 Penalty: 3138.674316
	Iteration 70Q: 3 clusters Score -1792942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1792946.000000 Penalty: 3138.674316
	Iteration 71Q: 3 clusters Score -1792946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1792943.875000 Penalty: 3138.674316
	Iteration 72Q: 3 clusters Score -1792944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1792942.000000 Penalty: 3138.674316
	Iteration 73Q: 3 clusters Score -1792942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1792943.250000 Penalty: 3138.674316
	Iteration 74Q: 3 clusters Score -1792943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1792948.000000 Penalty: 3138.674316
	Iteration 75Q: 3 clusters Score -1792948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1792949.625000 Penalty: 3138.674316
	Iteration 76Q: 3 clusters Score -1792950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1792949.750000 Penalty: 3138.674316
	Iteration 77Q: 3 clusters Score -1792950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1792950.125000 Penalty: 3138.674316
	Iteration 78Q: 3 clusters Score -1792950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1792950.250000 Penalty: 3138.674316
	Iteration 79Q: 3 clusters Score -1792950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1792951.875000 Penalty: 3138.674316
	Iteration 80F: 3 clusters Score -1792952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1792950.250000 Penalty: 3138.674316
	Iteration 81Q: 3 clusters Score -1792950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1792949.250000 Penalty: 3138.674316
	Iteration 82Q: 3 clusters Score -1792949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1792949.500000 Penalty: 3138.674316
	Iteration 83Q: 3 clusters Score -1792950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1792951.375000 Penalty: 3138.674316
	Iteration 84Q: 3 clusters Score -1792951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1792950.250000 Penalty: 3138.674316
	Iteration 85Q: 3 clusters Score -1792950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1792950.250000 Penalty: 3138.674316
	Iteration 86F: 3 clusters Score -1792950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -634541.750000 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -634541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -629913.687500 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -629913.7 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -631796.687500 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -631796.7 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -632243.750000 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -632243.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -632535.000000 Penalty: 2831.593750
	Iteration 3F: 3 clusters Score -632535 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -632759.750000 Penalty: 2831.593750
	Iteration 4F: 3 clusters Score -632759.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -632941.062500 Penalty: 2831.593750
	Iteration 5Q: 3 clusters Score -632941.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -633105.562500 Penalty: 2831.593750
	Iteration 6Q: 3 clusters Score -633105.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -633213.875000 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -633213.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -633279.062500 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -633279.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -633317.875000 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -633317.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -633338.312500 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -633338.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -633352.812500 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -633352.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -633366.187500 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -633366.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -633375.875000 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -633375.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -633386.312500 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -633386.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -633394.250000 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -633394.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -633402.812500 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -633402.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -633408.312500 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -633408.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -633414.437500 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -633414.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -633419.312500 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -633419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -633419.562500 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -633419.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -633424.125000 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -633424.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -633430.125000 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -633430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -633432.625000 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -633432.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -633433.187500 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -633433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -633436.125000 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -633436.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -633442.187500 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -633442.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -633452.562500 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -633452.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -633464.312500 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -633464.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -633481.250000 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -633481.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -633489.062500 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -633489.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -633494.312500 Penalty: 2831.593750
	Iteration 31Q: 3 clusters Score -633494.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -633500.125000 Penalty: 2831.593750
	Iteration 32Q: 3 clusters Score -633500.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -633510.562500 Penalty: 2831.593750
	Iteration 33Q: 3 clusters Score -633510.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -633532.937500 Penalty: 2831.593750
	Iteration 34Q: 3 clusters Score -633532.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -633547.187500 Penalty: 2831.593750
	Iteration 35Q: 3 clusters Score -633547.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -633564.562500 Penalty: 2831.593750
	Iteration 36Q: 3 clusters Score -633564.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -633589.500000 Penalty: 2831.593750
	Iteration 37Q: 3 clusters Score -633589.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -633606.937500 Penalty: 2831.593750
	Iteration 38Q: 3 clusters Score -633606.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -633629.812500 Penalty: 2831.593750
	Iteration 39Q: 3 clusters Score -633629.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -633652.125000 Penalty: 2831.593750
	Iteration 40F: 3 clusters Score -633652.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -633665.687500 Penalty: 2831.593750
	Iteration 41Q: 3 clusters Score -633665.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -633671.125000 Penalty: 2831.593750
	Iteration 42Q: 3 clusters Score -633671.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -633682.000000 Penalty: 2831.593750
	Iteration 43Q: 3 clusters Score -633682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -633688.562500 Penalty: 2831.593750
	Iteration 44Q: 3 clusters Score -633688.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -633690.000000 Penalty: 2831.593750
	Iteration 45Q: 3 clusters Score -633690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -633692.812500 Penalty: 2831.593750
	Iteration 46Q: 3 clusters Score -633692.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -633697.187500 Penalty: 2831.593750
	Iteration 47Q: 3 clusters Score -633697.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -633701.375000 Penalty: 2831.593750
	Iteration 48Q: 3 clusters Score -633701.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -633704.625000 Penalty: 2831.593750
	Iteration 49Q: 3 clusters Score -633704.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -633713.625000 Penalty: 2831.593750
	Iteration 50Q: 3 clusters Score -633713.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -633724.000000 Penalty: 2831.593750
	Iteration 51Q: 3 clusters Score -633724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -633735.687500 Penalty: 2831.593750
	Iteration 52Q: 3 clusters Score -633735.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -633745.062500 Penalty: 2831.593750
	Iteration 53Q: 3 clusters Score -633745.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -633752.062500 Penalty: 2831.593750
	Iteration 54Q: 3 clusters Score -633752.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -633759.625000 Penalty: 2831.593750
	Iteration 55Q: 3 clusters Score -633759.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -633767.562500 Penalty: 2831.593750
	Iteration 56Q: 3 clusters Score -633767.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -633776.000000 Penalty: 2831.593750
	Iteration 57Q: 3 clusters Score -633776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -633790.062500 Penalty: 2831.593750
	Iteration 58Q: 3 clusters Score -633790.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -633804.625000 Penalty: 2831.593750
	Iteration 59Q: 3 clusters Score -633804.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -633822.312500 Penalty: 2831.593750
	Iteration 60F: 3 clusters Score -633822.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -633835.375000 Penalty: 2831.593750
	Iteration 61Q: 3 clusters Score -633835.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -633850.625000 Penalty: 2831.593750
	Iteration 62Q: 3 clusters Score -633850.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -633864.875000 Penalty: 2831.593750
	Iteration 63Q: 3 clusters Score -633864.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -633877.312500 Penalty: 2831.593750
	Iteration 64Q: 3 clusters Score -633877.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -633893.812500 Penalty: 2831.593750
	Iteration 65Q: 3 clusters Score -633893.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -633931.687500 Penalty: 2831.593750
	Iteration 66Q: 3 clusters Score -633931.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -633992.125000 Penalty: 2831.593750
	Iteration 67Q: 3 clusters Score -633992.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -634060.562500 Penalty: 2831.593750
	Iteration 68Q: 3 clusters Score -634060.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -634127.187500 Penalty: 2831.593750
	Iteration 69Q: 3 clusters Score -634127.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -634163.562500 Penalty: 2831.593750
	Iteration 70Q: 3 clusters Score -634163.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -634185.250000 Penalty: 2831.593750
	Iteration 71Q: 3 clusters Score -634185.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -634213.500000 Penalty: 2831.593750
	Iteration 72Q: 3 clusters Score -634213.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -634229.937500 Penalty: 2831.593750
	Iteration 73Q: 3 clusters Score -634229.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -634234.250000 Penalty: 2831.593750
	Iteration 74Q: 3 clusters Score -634234.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -634239.937500 Penalty: 2831.593750
	Iteration 75Q: 3 clusters Score -634239.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -634244.875000 Penalty: 2831.593750
	Iteration 76Q: 3 clusters Score -634244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -634247.750000 Penalty: 2831.593750
	Iteration 77Q: 3 clusters Score -634247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -634256.687500 Penalty: 2831.593750
	Iteration 78Q: 3 clusters Score -634256.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -634261.437500 Penalty: 2831.593750
	Iteration 79Q: 3 clusters Score -634261.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -634264.125000 Penalty: 2831.593750
	Iteration 80F: 3 clusters Score -634264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -634266.125000 Penalty: 2831.593750
	Iteration 81Q: 3 clusters Score -634266.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -634267.250000 Penalty: 2831.593750
	Iteration 82Q: 3 clusters Score -634267.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -634267.000000 Penalty: 2831.593750
	Iteration 83Q: 3 clusters Score -634267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -634267.000000 Penalty: 2831.593750
	Iteration 84F: 3 clusters Score -634267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Entering Unmasked Estep 
Score: -5096483.500000 Penalty: 1736.251221
	Iteration 0F: 2 clusters Score -5096484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -5067326.000000 Penalty: 3472.502441
	Iteration 0F: 3 clusters Score -5067326 nChanged 20447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -5078862.000000 Penalty: 3472.502441
	Iteration 1F: 3 clusters Score -5078862 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -5079516.500000 Penalty: 3472.502441
	Iteration 2Q: 3 clusters Score -5079516 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -5080400.500000 Penalty: 3472.502441
	Iteration 3Q: 3 clusters Score -5080400 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5081504.500000 Penalty: 3472.502441
	Iteration 4F: 3 clusters Score -5081504 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -5083029.500000 Penalty: 3472.502441
	Iteration 5F: 3 clusters Score -5083030 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -5085073.500000 Penalty: 3472.502441
	Iteration 6F: 3 clusters Score -5085074 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -5087798.500000 Penalty: 3472.502441
	Iteration 7F: 3 clusters Score -5087798 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33008 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -5090464.000000 Penalty: 3472.502441
	Iteration 8F: 3 clusters Score -5090464 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -5092230.500000 Penalty: 3472.502441
	Iteration 9Q: 3 clusters Score -5092230 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5093112.500000 Penalty: 3472.502441
	Iteration 10Q: 3 clusters Score -5093112 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -5093610.000000 Penalty: 3472.502441
	Iteration 11Q: 3 clusters Score -5093610 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -5093928.000000 Penalty: 3472.502441
	Iteration 12Q: 3 clusters Score -5093928 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -5094191.000000 Penalty: 3472.502441
	Iteration 13Q: 3 clusters Score -5094191 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5094406.500000 Penalty: 3472.502441
	Iteration 14Q: 3 clusters Score -5094406 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38568 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -5094581.000000 Penalty: 3472.502441
	Iteration 15Q: 3 clusters Score -5094581 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -5094732.500000 Penalty: 3472.502441
	Iteration 16Q: 3 clusters Score -5094732 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5094807.500000 Penalty: 3472.502441
	Iteration 17Q: 3 clusters Score -5094808 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -5094879.500000 Penalty: 3472.502441
	Iteration 18Q: 3 clusters Score -5094880 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5094900.000000 Penalty: 3472.502441
	Iteration 19Q: 3 clusters Score -5094900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -5094949.500000 Penalty: 3472.502441
	Iteration 20F: 3 clusters Score -5094950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -5094982.000000 Penalty: 3472.502441
	Iteration 21Q: 3 clusters Score -5094982 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -5095044.000000 Penalty: 3472.502441
	Iteration 22Q: 3 clusters Score -5095044 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -5095076.500000 Penalty: 3472.502441
	Iteration 23Q: 3 clusters Score -5095076 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -5095096.000000 Penalty: 3472.502441
	Iteration 24Q: 3 clusters Score -5095096 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -5095143.000000 Penalty: 3472.502441
	Iteration 25Q: 3 clusters Score -5095143 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5095161.000000 Penalty: 3472.502441
	Iteration 26Q: 3 clusters Score -5095161 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -5095186.500000 Penalty: 3472.502441
	Iteration 27Q: 3 clusters Score -5095186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5095207.000000 Penalty: 3472.502441
	Iteration 28Q: 3 clusters Score -5095207 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5095220.000000 Penalty: 3472.502441
	Iteration 29Q: 3 clusters Score -5095220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -5095239.500000 Penalty: 3472.502441
	Iteration 30Q: 3 clusters Score -5095240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -5095277.000000 Penalty: 3472.502441
	Iteration 31Q: 3 clusters Score -5095277 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5095288.500000 Penalty: 3472.502441
	Iteration 32Q: 3 clusters Score -5095288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5095314.500000 Penalty: 3472.502441
	Iteration 33Q: 3 clusters Score -5095314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5095339.000000 Penalty: 3472.502441
	Iteration 34Q: 3 clusters Score -5095339 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5095350.000000 Penalty: 3472.502441
	Iteration 35Q: 3 clusters Score -5095350 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -5095367.500000 Penalty: 3472.502441
	Iteration 36Q: 3 clusters Score -5095368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -5095373.000000 Penalty: 3472.502441
	Iteration 37Q: 3 clusters Score -5095373 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -5095387.500000 Penalty: 3472.502441
	Iteration 38Q: 3 clusters Score -5095388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -5095389.000000 Penalty: 3472.502441
	Iteration 39Q: 3 clusters Score -5095389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -5095406.500000 Penalty: 3472.502441
	Iteration 40F: 3 clusters Score -5095406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5095421.000000 Penalty: 3472.502441
	Iteration 41Q: 3 clusters Score -5095421 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5095424.000000 Penalty: 3472.502441
	Iteration 42Q: 3 clusters Score -5095424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5095434.500000 Penalty: 3472.502441
	Iteration 43Q: 3 clusters Score -5095434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5095437.500000 Penalty: 3472.502441
	Iteration 44Q: 3 clusters Score -5095438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5095449.000000 Penalty: 3472.502441
	Iteration 45Q: 3 clusters Score -5095449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -5095453.500000 Penalty: 3472.502441
	Iteration 46Q: 3 clusters Score -5095454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -5095454.000000 Penalty: 3472.502441
	Iteration 47Q: 3 clusters Score -5095454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5095457.500000 Penalty: 3472.502441
	Iteration 48Q: 3 clusters Score -5095458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5095457.500000 Penalty: 3472.502441
	Iteration 49Q: 3 clusters Score -5095458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -5095466.000000 Penalty: 3472.502441
	Iteration 50Q: 3 clusters Score -5095466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5095471.500000 Penalty: 3472.502441
	Iteration 51Q: 3 clusters Score -5095472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -5095471.500000 Penalty: 3472.502441
	Iteration 52Q: 3 clusters Score -5095472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5095485.500000 Penalty: 3472.502441
	Iteration 53Q: 3 clusters Score -5095486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -5095492.000000 Penalty: 3472.502441
	Iteration 54Q: 3 clusters Score -5095492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -5095488.500000 Penalty: 3472.502441
	Iteration 55Q: 3 clusters Score -5095488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5095490.000000 Penalty: 3472.502441
	Iteration 56Q: 3 clusters Score -5095490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -5095489.000000 Penalty: 3472.502441
	Iteration 57Q: 3 clusters Score -5095489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5095487.000000 Penalty: 3472.502441
	Iteration 58Q: 3 clusters Score -5095487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -5095491.000000 Penalty: 3472.502441
	Iteration 59Q: 3 clusters Score -5095491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5095491.000000 Penalty: 3472.502441
	Iteration 60F: 3 clusters Score -5095491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5095484.500000 Penalty: 3472.502441
	Iteration 61Q: 3 clusters Score -5095484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5095485.500000 Penalty: 3472.502441
	Iteration 62Q: 3 clusters Score -5095486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5095485.500000 Penalty: 3472.502441
	Iteration 63F: 3 clusters Score -5095486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -2394084.750000 Penalty: 1615.306763
	Iteration 0F: 2 clusters Score -2394085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -2379888.000000 Penalty: 3230.613525
	Iteration 0F: 3 clusters Score -2379888 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2384892.000000 Penalty: 3230.613525
	Iteration 1F: 3 clusters Score -2384892 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -2385139.250000 Penalty: 3230.613525
	Iteration 2Q: 3 clusters Score -2385139 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -2385381.000000 Penalty: 3230.613525
	Iteration 3Q: 3 clusters Score -2385381 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2385673.750000 Penalty: 3230.613525
	Iteration 4Q: 3 clusters Score -2385674 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2386066.500000 Penalty: 3230.613525
	Iteration 5Q: 3 clusters Score -2386066 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -2386591.000000 Penalty: 3230.613525
	Iteration 6Q: 3 clusters Score -2386591 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2387336.750000 Penalty: 3230.613525
	Iteration 7F: 3 clusters Score -2387337 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2388273.000000 Penalty: 3230.613525
	Iteration 8F: 3 clusters Score -2388273 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -2389332.500000 Penalty: 3230.613525
	Iteration 9F: 3 clusters Score -2389332 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2390458.000000 Penalty: 3230.613525
	Iteration 10F: 3 clusters Score -2390458 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -2391442.750000 Penalty: 3230.613525
	Iteration 11Q: 3 clusters Score -2391443 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2392113.000000 Penalty: 3230.613525
	Iteration 12Q: 3 clusters Score -2392113 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2392479.250000 Penalty: 3230.613525
	Iteration 13Q: 3 clusters Score -2392479 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -2392671.250000 Penalty: 3230.613525
	Iteration 14Q: 3 clusters Score -2392671 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2392810.250000 Penalty: 3230.613525
	Iteration 15Q: 3 clusters Score -2392810 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2392888.000000 Penalty: 3230.613525
	Iteration 16Q: 3 clusters Score -2392888 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2392958.250000 Penalty: 3230.613525
	Iteration 17Q: 3 clusters Score -2392958 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2393020.750000 Penalty: 3230.613525
	Iteration 18Q: 3 clusters Score -2393021 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2393084.750000 Penalty: 3230.613525
	Iteration 19Q: 3 clusters Score -2393085 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -2393128.500000 Penalty: 3230.613525
	Iteration 20F: 3 clusters Score -2393128 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -2393163.500000 Penalty: 3230.613525
	Iteration 21Q: 3 clusters Score -2393164 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -2393183.750000 Penalty: 3230.613525
	Iteration 22Q: 3 clusters Score -2393184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -2393192.750000 Penalty: 3230.613525
	Iteration 23Q: 3 clusters Score -2393193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2393213.500000 Penalty: 3230.613525
	Iteration 24Q: 3 clusters Score -2393214 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2393222.000000 Penalty: 3230.613525
	Iteration 25Q: 3 clusters Score -2393222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2393232.000000 Penalty: 3230.613525
	Iteration 26Q: 3 clusters Score -2393232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2393245.500000 Penalty: 3230.613525
	Iteration 27Q: 3 clusters Score -2393246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2393257.250000 Penalty: 3230.613525
	Iteration 28Q: 3 clusters Score -2393257 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2393264.250000 Penalty: 3230.613525
	Iteration 29Q: 3 clusters Score -2393264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2393268.750000 Penalty: 3230.613525
	Iteration 30Q: 3 clusters Score -2393269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2393267.000000 Penalty: 3230.613525
	Iteration 31Q: 3 clusters Score -2393267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2393275.250000 Penalty: 3230.613525
	Iteration 32Q: 3 clusters Score -2393275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2393276.250000 Penalty: 3230.613525
	Iteration 33Q: 3 clusters Score -2393276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2393277.500000 Penalty: 3230.613525
	Iteration 34Q: 3 clusters Score -2393278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2393276.000000 Penalty: 3230.613525
	Iteration 35Q: 3 clusters Score -2393276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -2393278.250000 Penalty: 3230.613525
	Iteration 36Q: 3 clusters Score -2393278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2393276.500000 Penalty: 3230.613525
	Iteration 37Q: 3 clusters Score -2393276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2393277.250000 Penalty: 3230.613525
	Iteration 38Q: 3 clusters Score -2393277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2393274.750000 Penalty: 3230.613525
	Iteration 39Q: 3 clusters Score -2393275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2393273.000000 Penalty: 3230.613525
	Iteration 40F: 3 clusters Score -2393273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2393276.000000 Penalty: 3230.613525
	Iteration 41Q: 3 clusters Score -2393276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2393281.750000 Penalty: 3230.613525
	Iteration 42Q: 3 clusters Score -2393282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2393275.500000 Penalty: 3230.613525
	Iteration 43Q: 3 clusters Score -2393276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2393274.750000 Penalty: 3230.613525
	Iteration 44Q: 3 clusters Score -2393275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2393276.000000 Penalty: 3230.613525
	Iteration 45Q: 3 clusters Score -2393276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2393273.000000 Penalty: 3230.613525
	Iteration 46Q: 3 clusters Score -2393273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2393270.750000 Penalty: 3230.613525
	Iteration 47Q: 3 clusters Score -2393271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2393271.750000 Penalty: 3230.613525
	Iteration 48Q: 3 clusters Score -2393272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2393273.000000 Penalty: 3230.613525
	Iteration 49Q: 3 clusters Score -2393273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2393271.250000 Penalty: 3230.613525
	Iteration 50Q: 3 clusters Score -2393271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2393272.500000 Penalty: 3230.613525
	Iteration 51Q: 3 clusters Score -2393272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2393272.500000 Penalty: 3230.613525
	Iteration 52F: 3 clusters Score -2393272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -163150.515625 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -163150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161380.109375 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -161380.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -161697.312500 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -161697.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161814.140625 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -161814.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -161916.796875 Penalty: 2370.672607
	Iteration 3F: 3 clusters Score -161916.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -161989.468750 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -161989.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162036.781250 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -162036.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -162065.546875 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -162065.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -162092.125000 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -162092.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162116.187500 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -162116.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -162141.437500 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -162141.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162163.625000 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -162163.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162189.890625 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -162189.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -162210.734375 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -162210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162228.140625 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -162228.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -162243.328125 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -162243.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -162248.187500 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -162248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -162249.437500 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -162249.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -162250.093750 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -162250.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162251.531250 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -162251.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162251.843750 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -162251.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -162252.281250 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -162252.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -162253.015625 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -162253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -162253.312500 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -162253.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -162253.765625 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -162253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -162253.765625 Penalty: 2370.672607
	Iteration 24F: 3 clusters Score -162253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -232744.187500 Penalty: 1240.658325
	Iteration 0F: 2 clusters Score -232744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -230597.437500 Penalty: 2481.316650
	Iteration 0F: 3 clusters Score -230597.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231051.828125 Penalty: 2481.316650
	Iteration 1F: 3 clusters Score -231051.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -231161.546875 Penalty: 2481.316650
	Iteration 2F: 3 clusters Score -231161.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -231243.734375 Penalty: 2481.316650
	Iteration 3F: 3 clusters Score -231243.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231294.953125 Penalty: 2481.316650
	Iteration 4Q: 3 clusters Score -231295 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -231334.734375 Penalty: 2481.316650
	Iteration 5Q: 3 clusters Score -231334.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -231365.265625 Penalty: 2481.316650
	Iteration 6Q: 3 clusters Score -231365.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -231381.609375 Penalty: 2481.316650
	Iteration 7Q: 3 clusters Score -231381.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -231397.843750 Penalty: 2481.316650
	Iteration 8Q: 3 clusters Score -231397.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -231412.078125 Penalty: 2481.316650
	Iteration 9Q: 3 clusters Score -231412.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -231429.609375 Penalty: 2481.316650
	Iteration 10Q: 3 clusters Score -231429.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -231438.453125 Penalty: 2481.316650
	Iteration 11Q: 3 clusters Score -231438.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -231444.703125 Penalty: 2481.316650
	Iteration 12Q: 3 clusters Score -231444.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -231448.546875 Penalty: 2481.316650
	Iteration 13Q: 3 clusters Score -231448.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -231454.265625 Penalty: 2481.316650
	Iteration 14Q: 3 clusters Score -231454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231457.640625 Penalty: 2481.316650
	Iteration 15Q: 3 clusters Score -231457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -231459.718750 Penalty: 2481.316650
	Iteration 16Q: 3 clusters Score -231459.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -231462.796875 Penalty: 2481.316650
	Iteration 17Q: 3 clusters Score -231462.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -231469.328125 Penalty: 2481.316650
	Iteration 18Q: 3 clusters Score -231469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -231474.656250 Penalty: 2481.316650
	Iteration 19Q: 3 clusters Score -231474.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231477.718750 Penalty: 2481.316650
	Iteration 20F: 3 clusters Score -231477.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -231479.453125 Penalty: 2481.316650
	Iteration 21Q: 3 clusters Score -231479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231480.343750 Penalty: 2481.316650
	Iteration 22Q: 3 clusters Score -231480.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -231481.421875 Penalty: 2481.316650
	Iteration 23Q: 3 clusters Score -231481.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -231484.015625 Penalty: 2481.316650
	Iteration 24Q: 3 clusters Score -231484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -231484.703125 Penalty: 2481.316650
	Iteration 25Q: 3 clusters Score -231484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231484.984375 Penalty: 2481.316650
	Iteration 26Q: 3 clusters Score -231485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -231484.984375 Penalty: 2481.316650
	Iteration 27F: 3 clusters Score -231485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -161218.171875 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -161218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -159464.468750 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -159464.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -159809.546875 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -159809.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -159903.812500 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -159903.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -159952.406250 Penalty: 2363.529541
	Iteration 3Q: 3 clusters Score -159952.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159979.000000 Penalty: 2363.529541
	Iteration 4Q: 3 clusters Score -159979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -159995.500000 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -159995.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -160006.796875 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -160006.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160016.281250 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -160016.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -160024.953125 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -160025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160029.593750 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -160029.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -160033.562500 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -160033.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -160034.890625 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -160034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160036.015625 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -160036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -160036.015625 Penalty: 2363.529541
	Iteration 13F: 3 clusters Score -160036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -170056.421875 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -170056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -168212.625000 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -168212.6 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168749.859375 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -168749.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -169031.437500 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -169031.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -169207.109375 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -169207.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -169343.937500 Penalty: 2397.771729
	Iteration 4F: 3 clusters Score -169343.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -169473.062500 Penalty: 2397.771729
	Iteration 5F: 3 clusters Score -169473.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -169618.906250 Penalty: 2397.771729
	Iteration 6Q: 3 clusters Score -169618.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169770.765625 Penalty: 2397.771729
	Iteration 7Q: 3 clusters Score -169770.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -169890.421875 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -169890.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -169958.328125 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -169958.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -170032.875000 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -170032.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -170080.031250 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -170080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -170106.625000 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -170106.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -170119.984375 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -170120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -170125.546875 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -170125.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -170128.078125 Penalty: 2397.771729
	Iteration 15Q: 3 clusters Score -170128.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170129.546875 Penalty: 2397.771729
	Iteration 16Q: 3 clusters Score -170129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -170129.546875 Penalty: 2397.771729
	Iteration 17F: 3 clusters Score -170129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1026 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 574 members 
Entering Unmasked Estep 
Score: -40124260.000000 Penalty: 91508.632812
Splitting cluster 24 changes total score from -40125028.000000 to -40124260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -316379.000000 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -316379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -313745.000000 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -313745 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -314358.625000 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -314358.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -314501.906250 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -314501.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -314593.375000 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -314593.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -314663.156250 Penalty: 2581.383301
	Iteration 4Q: 3 clusters Score -314663.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -314716.187500 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -314716.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -314767.968750 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -314768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -314809.375000 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -314809.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -314852.968750 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -314853 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -314882.781250 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -314882.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -314907.781250 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -314907.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -314943.718750 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -314943.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -314989.781250 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -314989.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -315046.187500 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -315046.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -315097.468750 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -315097.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -315142.093750 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -315142.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -315185.531250 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -315185.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -315223.437500 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -315223.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -315251.406250 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -315251.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -315269.406250 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -315269.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -315291.500000 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -315291.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -315317.812500 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -315317.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -315348.531250 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -315348.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -315381.250000 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -315381.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -315408.687500 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -315408.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -315437.750000 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -315437.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -315471.125000 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -315471.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -315493.656250 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -315493.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -315519.625000 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -315519.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -315549.406250 Penalty: 2581.383301
	Iteration 29Q: 3 clusters Score -315549.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -315572.750000 Penalty: 2581.383301
	Iteration 30Q: 3 clusters Score -315572.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -315590.687500 Penalty: 2581.383301
	Iteration 31Q: 3 clusters Score -315590.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -315600.250000 Penalty: 2581.383301
	Iteration 32Q: 3 clusters Score -315600.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -315611.781250 Penalty: 2581.383301
	Iteration 33Q: 3 clusters Score -315611.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -315619.312500 Penalty: 2581.383301
	Iteration 34Q: 3 clusters Score -315619.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -315622.687500 Penalty: 2581.383301
	Iteration 35Q: 3 clusters Score -315622.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -315626.531250 Penalty: 2581.383301
	Iteration 36Q: 3 clusters Score -315626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -315628.718750 Penalty: 2581.383301
	Iteration 37Q: 3 clusters Score -315628.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -315631.375000 Penalty: 2581.383301
	Iteration 38Q: 3 clusters Score -315631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -315632.625000 Penalty: 2581.383301
	Iteration 39Q: 3 clusters Score -315632.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -315633.031250 Penalty: 2581.383301
	Iteration 40F: 3 clusters Score -315633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -315633.875000 Penalty: 2581.383301
	Iteration 41Q: 3 clusters Score -315633.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -315633.812500 Penalty: 2581.383301
	Iteration 42Q: 3 clusters Score -315633.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -315634.312500 Penalty: 2581.383301
	Iteration 43Q: 3 clusters Score -315634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -315635.031250 Penalty: 2581.383301
	Iteration 44Q: 3 clusters Score -315635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -315635.031250 Penalty: 2581.383301
	Iteration 45F: 3 clusters Score -315635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -555207.250000 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -555207.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -551301.375000 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -551301.4 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -552431.437500 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -552431.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -552612.312500 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -552612.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -552770.437500 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -552770.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -552929.687500 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -552929.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -553074.812500 Penalty: 2764.230225
	Iteration 5Q: 3 clusters Score -553074.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -553229.000000 Penalty: 2764.230225
	Iteration 6Q: 3 clusters Score -553229 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -553378.750000 Penalty: 2764.230225
	Iteration 7Q: 3 clusters Score -553378.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -553524.062500 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -553524.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -553657.562500 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -553657.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -553776.062500 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -553776.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -553870.375000 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -553870.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -553958.437500 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -553958.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -554066.625000 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -554066.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -554194.312500 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -554194.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -554301.750000 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -554301.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -554413.375000 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -554413.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -554518.500000 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -554518.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -554632.375000 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -554632.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -554706.375000 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -554706.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -554755.062500 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -554755.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -554780.812500 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -554780.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -554792.062500 Penalty: 2764.230225
	Iteration 22Q: 3 clusters Score -554792.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -554802.812500 Penalty: 2764.230225
	Iteration 23Q: 3 clusters Score -554802.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -554807.125000 Penalty: 2764.230225
	Iteration 24Q: 3 clusters Score -554807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -554809.125000 Penalty: 2764.230225
	Iteration 25Q: 3 clusters Score -554809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -554812.312500 Penalty: 2764.230225
	Iteration 26Q: 3 clusters Score -554812.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -554815.687500 Penalty: 2764.230225
	Iteration 27Q: 3 clusters Score -554815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -554816.562500 Penalty: 2764.230225
	Iteration 28Q: 3 clusters Score -554816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -554817.500000 Penalty: 2764.230225
	Iteration 29Q: 3 clusters Score -554817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -554817.500000 Penalty: 2764.230225
	Iteration 30F: 3 clusters Score -554817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -68207.242188 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -68207.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -66924.648438 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -66924.65 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -67198.468750 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -67198.47 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -67291.671875 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -67291.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -67367.781250 Penalty: 2172.904785
	Iteration 3F: 3 clusters Score -67367.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -67407.679688 Penalty: 2172.904785
	Iteration 4Q: 3 clusters Score -67407.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -67437.695312 Penalty: 2172.904785
	Iteration 5Q: 3 clusters Score -67437.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -67457.335938 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -67457.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -67483.265625 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -67483.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67513.648438 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -67513.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -67538.382812 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -67538.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -67561.718750 Penalty: 2172.904785
	Iteration 10Q: 3 clusters Score -67561.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67606.296875 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -67606.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -67652.648438 Penalty: 2172.904785
	Iteration 12Q: 3 clusters Score -67652.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -67704.171875 Penalty: 2172.904785
	Iteration 13Q: 3 clusters Score -67704.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -67736.507812 Penalty: 2172.904785
	Iteration 14Q: 3 clusters Score -67736.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -67755.187500 Penalty: 2172.904785
	Iteration 15Q: 3 clusters Score -67755.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -67767.734375 Penalty: 2172.904785
	Iteration 16Q: 3 clusters Score -67767.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -67776.820312 Penalty: 2172.904785
	Iteration 17Q: 3 clusters Score -67776.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -67785.820312 Penalty: 2172.904785
	Iteration 18Q: 3 clusters Score -67785.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -67791.195312 Penalty: 2172.904785
	Iteration 19Q: 3 clusters Score -67791.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -67799.695312 Penalty: 2172.904785
	Iteration 20F: 3 clusters Score -67799.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -67809.343750 Penalty: 2172.904785
	Iteration 21Q: 3 clusters Score -67809.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -67820.398438 Penalty: 2172.904785
	Iteration 22Q: 3 clusters Score -67820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -67826.367188 Penalty: 2172.904785
	Iteration 23Q: 3 clusters Score -67826.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -67830.250000 Penalty: 2172.904785
	Iteration 24Q: 3 clusters Score -67830.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -67833.703125 Penalty: 2172.904785
	Iteration 25Q: 3 clusters Score -67833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -67842.093750 Penalty: 2172.904785
	Iteration 26Q: 3 clusters Score -67842.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67857.859375 Penalty: 2172.904785
	Iteration 27Q: 3 clusters Score -67857.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -67889.937500 Penalty: 2172.904785
	Iteration 28Q: 3 clusters Score -67889.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67916.750000 Penalty: 2172.904785
	Iteration 29Q: 3 clusters Score -67916.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -67923.296875 Penalty: 2172.904785
	Iteration 30Q: 3 clusters Score -67923.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -67925.335938 Penalty: 2172.904785
	Iteration 31Q: 3 clusters Score -67925.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -67934.359375 Penalty: 2172.904785
	Iteration 32Q: 3 clusters Score -67934.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -67941.695312 Penalty: 2172.904785
	Iteration 33Q: 3 clusters Score -67941.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -67947.023438 Penalty: 2172.904785
	Iteration 34Q: 3 clusters Score -67947.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67953.101562 Penalty: 2172.904785
	Iteration 35Q: 3 clusters Score -67953.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -67953.101562 Penalty: 2172.904785
	Iteration 36F: 3 clusters Score -67953.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Entering Unmasked Estep 
Score: -1977311.250000 Penalty: 1586.742676
	Iteration 0F: 2 clusters Score -1977311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1965379.250000 Penalty: 3173.485352
	Iteration 0F: 3 clusters Score -1965379 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1969718.125000 Penalty: 3173.485352
	Iteration 1F: 3 clusters Score -1969718 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1970166.000000 Penalty: 3173.485352
	Iteration 2F: 3 clusters Score -1970166 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1970748.000000 Penalty: 3173.485352
	Iteration 3F: 3 clusters Score -1970748 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1971561.875000 Penalty: 3173.485352
	Iteration 4F: 3 clusters Score -1971562 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1972659.375000 Penalty: 3173.485352
	Iteration 5F: 3 clusters Score -1972659 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1973749.250000 Penalty: 3173.485352
	Iteration 6F: 3 clusters Score -1973749 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1974552.375000 Penalty: 3173.485352
	Iteration 7F: 3 clusters Score -1974552 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1975092.250000 Penalty: 3173.485352
	Iteration 8Q: 3 clusters Score -1975092 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1975529.875000 Penalty: 3173.485352
	Iteration 9Q: 3 clusters Score -1975530 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1975801.875000 Penalty: 3173.485352
	Iteration 10Q: 3 clusters Score -1975802 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1975958.875000 Penalty: 3173.485352
	Iteration 11Q: 3 clusters Score -1975959 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1976061.625000 Penalty: 3173.485352
	Iteration 12Q: 3 clusters Score -1976062 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1976137.500000 Penalty: 3173.485352
	Iteration 13Q: 3 clusters Score -1976138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1976191.625000 Penalty: 3173.485352
	Iteration 14Q: 3 clusters Score -1976192 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1976255.625000 Penalty: 3173.485352
	Iteration 15Q: 3 clusters Score -1976256 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1976307.375000 Penalty: 3173.485352
	Iteration 16Q: 3 clusters Score -1976307 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -1976363.375000 Penalty: 3173.485352
	Iteration 17Q: 3 clusters Score -1976363 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -1976402.875000 Penalty: 3173.485352
	Iteration 18Q: 3 clusters Score -1976403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -1976434.375000 Penalty: 3173.485352
	Iteration 19Q: 3 clusters Score -1976434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1976451.875000 Penalty: 3173.485352
	Iteration 20F: 3 clusters Score -1976452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -1976468.500000 Penalty: 3173.485352
	Iteration 21Q: 3 clusters Score -1976468 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1976482.000000 Penalty: 3173.485352
	Iteration 22Q: 3 clusters Score -1976482 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -1976488.000000 Penalty: 3173.485352
	Iteration 23Q: 3 clusters Score -1976488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1976497.375000 Penalty: 3173.485352
	Iteration 24Q: 3 clusters Score -1976497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -1976506.625000 Penalty: 3173.485352
	Iteration 25Q: 3 clusters Score -1976507 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1976515.625000 Penalty: 3173.485352
	Iteration 26Q: 3 clusters Score -1976516 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1976521.625000 Penalty: 3173.485352
	Iteration 27Q: 3 clusters Score -1976522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1976524.000000 Penalty: 3173.485352
	Iteration 28Q: 3 clusters Score -1976524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1976533.000000 Penalty: 3173.485352
	Iteration 29Q: 3 clusters Score -1976533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1976542.125000 Penalty: 3173.485352
	Iteration 30Q: 3 clusters Score -1976542 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1976551.375000 Penalty: 3173.485352
	Iteration 31Q: 3 clusters Score -1976551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1976556.125000 Penalty: 3173.485352
	Iteration 32Q: 3 clusters Score -1976556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1976565.375000 Penalty: 3173.485352
	Iteration 33Q: 3 clusters Score -1976565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1976571.500000 Penalty: 3173.485352
	Iteration 34Q: 3 clusters Score -1976572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1976575.500000 Penalty: 3173.485352
	Iteration 35Q: 3 clusters Score -1976576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -1976578.250000 Penalty: 3173.485352
	Iteration 36Q: 3 clusters Score -1976578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1976585.125000 Penalty: 3173.485352
	Iteration 37Q: 3 clusters Score -1976585 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1976588.375000 Penalty: 3173.485352
	Iteration 38Q: 3 clusters Score -1976588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1976592.875000 Penalty: 3173.485352
	Iteration 39Q: 3 clusters Score -1976593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1976592.375000 Penalty: 3173.485352
	Iteration 40F: 3 clusters Score -1976592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -1976591.625000 Penalty: 3173.485352
	Iteration 41Q: 3 clusters Score -1976592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -1976594.000000 Penalty: 3173.485352
	Iteration 42Q: 3 clusters Score -1976594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1976589.750000 Penalty: 3173.485352
	Iteration 43Q: 3 clusters Score -1976590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1976592.375000 Penalty: 3173.485352
	Iteration 44Q: 3 clusters Score -1976592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -1976593.500000 Penalty: 3173.485352
	Iteration 45Q: 3 clusters Score -1976594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1976594.500000 Penalty: 3173.485352
	Iteration 46Q: 3 clusters Score -1976594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1976595.625000 Penalty: 3173.485352
	Iteration 47Q: 3 clusters Score -1976596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1976598.500000 Penalty: 3173.485352
	Iteration 48Q: 3 clusters Score -1976598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -1976600.500000 Penalty: 3173.485352
	Iteration 49Q: 3 clusters Score -1976600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1976597.250000 Penalty: 3173.485352
	Iteration 50Q: 3 clusters Score -1976597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -1976598.250000 Penalty: 3173.485352
	Iteration 51Q: 3 clusters Score -1976598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1976600.500000 Penalty: 3173.485352
	Iteration 52Q: 3 clusters Score -1976600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1976597.375000 Penalty: 3173.485352
	Iteration 53Q: 3 clusters Score -1976597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1976594.875000 Penalty: 3173.485352
	Iteration 54Q: 3 clusters Score -1976595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1976592.875000 Penalty: 3173.485352
	Iteration 55Q: 3 clusters Score -1976593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1976592.375000 Penalty: 3173.485352
	Iteration 56Q: 3 clusters Score -1976592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1976592.375000 Penalty: 3173.485352
	Iteration 57F: 3 clusters Score -1976592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -162314.718750 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -162314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -160547.078125 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -160547.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160921.734375 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -160921.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -161058.671875 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -161058.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -161191.718750 Penalty: 2372.873047
	Iteration 3F: 3 clusters Score -161191.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -161290.312500 Penalty: 2372.873047
	Iteration 4F: 3 clusters Score -161290.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -161357.671875 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -161357.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -161434.828125 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -161434.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -161504.859375 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -161504.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -161551.531250 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -161551.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -161589.312500 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -161589.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -161624.859375 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -161624.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -161660.546875 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -161660.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -161687.562500 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -161687.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -161731.546875 Penalty: 2372.873047
	Iteration 13Q: 3 clusters Score -161731.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -161759.593750 Penalty: 2372.873047
	Iteration 14Q: 3 clusters Score -161759.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -161776.046875 Penalty: 2372.873047
	Iteration 15Q: 3 clusters Score -161776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -161797.218750 Penalty: 2372.873047
	Iteration 16Q: 3 clusters Score -161797.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161817.703125 Penalty: 2372.873047
	Iteration 17Q: 3 clusters Score -161817.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161838.109375 Penalty: 2372.873047
	Iteration 18Q: 3 clusters Score -161838.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -161854.437500 Penalty: 2372.873047
	Iteration 19Q: 3 clusters Score -161854.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -161861.546875 Penalty: 2372.873047
	Iteration 20F: 3 clusters Score -161861.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -161875.281250 Penalty: 2372.873047
	Iteration 21Q: 3 clusters Score -161875.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -161886.937500 Penalty: 2372.873047
	Iteration 22Q: 3 clusters Score -161886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -161895.968750 Penalty: 2372.873047
	Iteration 23Q: 3 clusters Score -161896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -161907.031250 Penalty: 2372.873047
	Iteration 24Q: 3 clusters Score -161907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161915.750000 Penalty: 2372.873047
	Iteration 25Q: 3 clusters Score -161915.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161931.546875 Penalty: 2372.873047
	Iteration 26Q: 3 clusters Score -161931.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161948.125000 Penalty: 2372.873047
	Iteration 27Q: 3 clusters Score -161948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -161955.531250 Penalty: 2372.873047
	Iteration 28Q: 3 clusters Score -161955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -161957.890625 Penalty: 2372.873047
	Iteration 29Q: 3 clusters Score -161957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161959.812500 Penalty: 2372.873047
	Iteration 30Q: 3 clusters Score -161959.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -161959.812500 Penalty: 2372.873047
	Iteration 31F: 3 clusters Score -161959.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -229768.218750 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -229768.2 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 1061 members 
Entering Unmasked Estep 
Score: -227617.390625 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -227617.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -228126.687500 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -228126.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -228330.796875 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -228330.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -228476.031250 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -228476 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -228672.484375 Penalty: 2481.159668
	Iteration 4F: 3 clusters Score -228672.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -228843.109375 Penalty: 2481.159668
	Iteration 5F: 3 clusters Score -228843.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -228960.921875 Penalty: 2481.159668
	Iteration 6F: 3 clusters Score -228960.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -229042.171875 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -229042.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -229094.296875 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -229094.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229117.000000 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -229117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -229129.312500 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -229129.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -229136.968750 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -229137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -229143.843750 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -229143.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -229148.390625 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -229148.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -229156.859375 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -229156.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -229169.000000 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -229169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -229175.859375 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -229175.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229185.578125 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -229185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -229194.406250 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -229194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -229203.468750 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -229203.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -229205.375000 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -229205.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -229206.703125 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -229206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -229208.031250 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -229208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -229209.171875 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -229209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -229210.312500 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -229210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -229210.281250 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -229210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -229211.031250 Penalty: 2481.159668
	Iteration 26Q: 3 clusters Score -229211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -229211.765625 Penalty: 2481.159668
	Iteration 27Q: 3 clusters Score -229211.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229211.968750 Penalty: 2481.159668
	Iteration 28Q: 3 clusters Score -229212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229211.968750 Penalty: 2481.159668
	Iteration 29F: 3 clusters Score -229212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Entering Unmasked Estep 
Score: -3040465.000000 Penalty: 1654.197876
	Iteration 0F: 2 clusters Score -3040465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -3022696.500000 Penalty: 3308.395752
	Iteration 0F: 3 clusters Score -3022696 nChanged 12068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -3029353.000000 Penalty: 3308.395752
	Iteration 1F: 3 clusters Score -3029353 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3029773.750000 Penalty: 3308.395752
	Iteration 2Q: 3 clusters Score -3029774 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -3030252.000000 Penalty: 3308.395752
	Iteration 3Q: 3 clusters Score -3030252 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -3030871.500000 Penalty: 3308.395752
	Iteration 4Q: 3 clusters Score -3030872 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -3031662.250000 Penalty: 3308.395752
	Iteration 5F: 3 clusters Score -3031662 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3032610.500000 Penalty: 3308.395752
	Iteration 6F: 3 clusters Score -3032610 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3033543.750000 Penalty: 3308.395752
	Iteration 7F: 3 clusters Score -3033544 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3034552.750000 Penalty: 3308.395752
	Iteration 8F: 3 clusters Score -3034553 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -3035597.000000 Penalty: 3308.395752
	Iteration 9F: 3 clusters Score -3035597 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -3036611.500000 Penalty: 3308.395752
	Iteration 10F: 3 clusters Score -3036612 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -3037448.250000 Penalty: 3308.395752
	Iteration 11Q: 3 clusters Score -3037448 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3038034.500000 Penalty: 3308.395752
	Iteration 12Q: 3 clusters Score -3038034 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3038442.750000 Penalty: 3308.395752
	Iteration 13Q: 3 clusters Score -3038443 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3038709.000000 Penalty: 3308.395752
	Iteration 14Q: 3 clusters Score -3038709 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 25655 members 
Entering Unmasked Estep 
Score: -3038905.750000 Penalty: 3308.395752
	Iteration 15Q: 3 clusters Score -3038906 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -3039038.000000 Penalty: 3308.395752
	Iteration 16Q: 3 clusters Score -3039038 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -3039115.000000 Penalty: 3308.395752
	Iteration 17Q: 3 clusters Score -3039115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -3039157.750000 Penalty: 3308.395752
	Iteration 18Q: 3 clusters Score -3039158 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -3039174.000000 Penalty: 3308.395752
	Iteration 19Q: 3 clusters Score -3039174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3039189.750000 Penalty: 3308.395752
	Iteration 20F: 3 clusters Score -3039190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3039198.750000 Penalty: 3308.395752
	Iteration 21Q: 3 clusters Score -3039199 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3039210.000000 Penalty: 3308.395752
	Iteration 22Q: 3 clusters Score -3039210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -3039215.250000 Penalty: 3308.395752
	Iteration 23Q: 3 clusters Score -3039215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3039213.750000 Penalty: 3308.395752
	Iteration 24Q: 3 clusters Score -3039214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3039215.000000 Penalty: 3308.395752
	Iteration 25Q: 3 clusters Score -3039215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3039217.500000 Penalty: 3308.395752
	Iteration 26Q: 3 clusters Score -3039218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3039222.500000 Penalty: 3308.395752
	Iteration 27Q: 3 clusters Score -3039222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3039224.500000 Penalty: 3308.395752
	Iteration 28Q: 3 clusters Score -3039224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -3039230.500000 Penalty: 3308.395752
	Iteration 29Q: 3 clusters Score -3039230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3039234.750000 Penalty: 3308.395752
	Iteration 30Q: 3 clusters Score -3039235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3039234.750000 Penalty: 3308.395752
	Iteration 31Q: 3 clusters Score -3039235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -3039234.750000 Penalty: 3308.395752
	Iteration 32F: 3 clusters Score -3039235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -161356.031250 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -161356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159537.218750 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -159537.2 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -160112.656250 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -160112.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160412.437500 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -160412.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160606.484375 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -160606.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -160738.281250 Penalty: 2401.005371
	Iteration 4F: 3 clusters Score -160738.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -160815.343750 Penalty: 2401.005371
	Iteration 5F: 3 clusters Score -160815.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -160875.703125 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -160875.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160911.656250 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -160911.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160943.968750 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -160944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -160975.218750 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -160975.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -160988.843750 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -160988.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -160996.171875 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -160996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -161008.671875 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -161008.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -161019.578125 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -161019.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -161025.328125 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -161025.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -161033.781250 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -161033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -161038.437500 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -161038.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -161042.406250 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -161042.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -161047.796875 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -161047.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -161051.218750 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -161051.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161053.812500 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -161053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161057.765625 Penalty: 2401.005371
	Iteration 21Q: 3 clusters Score -161057.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -161060.171875 Penalty: 2401.005371
	Iteration 22Q: 3 clusters Score -161060.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -161061.921875 Penalty: 2401.005371
	Iteration 23Q: 3 clusters Score -161061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161062.468750 Penalty: 2401.005371
	Iteration 24Q: 3 clusters Score -161062.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161063.046875 Penalty: 2401.005371
	Iteration 25Q: 3 clusters Score -161063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -161064.593750 Penalty: 2401.005371
	Iteration 26Q: 3 clusters Score -161064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -161064.593750 Penalty: 2401.005371
	Iteration 27F: 3 clusters Score -161064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -719066.875000 Penalty: 1416.942261
	Iteration 0F: 2 clusters Score -719066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -714427.000000 Penalty: 2833.884521
	Iteration 0F: 3 clusters Score -714427 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -715804.687500 Penalty: 2833.884521
	Iteration 1F: 3 clusters Score -715804.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -716038.437500 Penalty: 2833.884521
	Iteration 2F: 3 clusters Score -716038.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -716239.750000 Penalty: 2833.884521
	Iteration 3F: 3 clusters Score -716239.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -716476.687500 Penalty: 2833.884521
	Iteration 4F: 3 clusters Score -716476.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -716717.875000 Penalty: 2833.884521
	Iteration 5F: 3 clusters Score -716717.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -717003.875000 Penalty: 2833.884521
	Iteration 6F: 3 clusters Score -717003.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -717294.375000 Penalty: 2833.884521
	Iteration 7F: 3 clusters Score -717294.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -717507.250000 Penalty: 2833.884521
	Iteration 8Q: 3 clusters Score -717507.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -717650.750000 Penalty: 2833.884521
	Iteration 9Q: 3 clusters Score -717650.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -717741.312500 Penalty: 2833.884521
	Iteration 10Q: 3 clusters Score -717741.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -717795.562500 Penalty: 2833.884521
	Iteration 11Q: 3 clusters Score -717795.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -717830.250000 Penalty: 2833.884521
	Iteration 12Q: 3 clusters Score -717830.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -717866.875000 Penalty: 2833.884521
	Iteration 13Q: 3 clusters Score -717866.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -717895.562500 Penalty: 2833.884521
	Iteration 14Q: 3 clusters Score -717895.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -717913.875000 Penalty: 2833.884521
	Iteration 15Q: 3 clusters Score -717913.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -717927.500000 Penalty: 2833.884521
	Iteration 16Q: 3 clusters Score -717927.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -717929.187500 Penalty: 2833.884521
	Iteration 17Q: 3 clusters Score -717929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -717930.937500 Penalty: 2833.884521
	Iteration 18Q: 3 clusters Score -717930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -717935.812500 Penalty: 2833.884521
	Iteration 19Q: 3 clusters Score -717935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -717938.562500 Penalty: 2833.884521
	Iteration 20F: 3 clusters Score -717938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -717941.500000 Penalty: 2833.884521
	Iteration 21Q: 3 clusters Score -717941.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -717943.937500 Penalty: 2833.884521
	Iteration 22Q: 3 clusters Score -717943.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -717945.750000 Penalty: 2833.884521
	Iteration 23Q: 3 clusters Score -717945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -717946.625000 Penalty: 2833.884521
	Iteration 24Q: 3 clusters Score -717946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -717946.625000 Penalty: 2833.884521
	Iteration 25F: 3 clusters Score -717946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -72996.859375 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -72996.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71742.062500 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -71742.06 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71990.687500 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -71990.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72064.039062 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -72064.04 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72097.585938 Penalty: 2154.113525
	Iteration 3Q: 3 clusters Score -72097.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72112.765625 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -72112.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -72119.726562 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -72119.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72127.562500 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -72127.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -72138.632812 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -72138.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -72153.710938 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -72153.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -72161.242188 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -72161.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -72175.484375 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -72175.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -72196.750000 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -72196.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -72206.171875 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -72206.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -72222.179688 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -72222.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72235.859375 Penalty: 2154.113525
	Iteration 14Q: 3 clusters Score -72235.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -72253.617188 Penalty: 2154.113525
	Iteration 15Q: 3 clusters Score -72253.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -72261.695312 Penalty: 2154.113525
	Iteration 16Q: 3 clusters Score -72261.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -72268.468750 Penalty: 2154.113525
	Iteration 17Q: 3 clusters Score -72268.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -72270.890625 Penalty: 2154.113525
	Iteration 18Q: 3 clusters Score -72270.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -72273.984375 Penalty: 2154.113525
	Iteration 19Q: 3 clusters Score -72273.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -72275.156250 Penalty: 2154.113525
	Iteration 20F: 3 clusters Score -72275.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -758067.500000 Penalty: 1428.146362
	Iteration 0F: 2 clusters Score -758067.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -753098.812500 Penalty: 2856.292725
	Iteration 0F: 3 clusters Score -753098.8 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -754523.687500 Penalty: 2856.292725
	Iteration 1F: 3 clusters Score -754523.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -754711.562500 Penalty: 2856.292725
	Iteration 2F: 3 clusters Score -754711.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -754845.312500 Penalty: 2856.292725
	Iteration 3F: 3 clusters Score -754845.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -754936.750000 Penalty: 2856.292725
	Iteration 4Q: 3 clusters Score -754936.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -755025.062500 Penalty: 2856.292725
	Iteration 5Q: 3 clusters Score -755025.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -755129.687500 Penalty: 2856.292725
	Iteration 6Q: 3 clusters Score -755129.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -755256.500000 Penalty: 2856.292725
	Iteration 7Q: 3 clusters Score -755256.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -755441.437500 Penalty: 2856.292725
	Iteration 8Q: 3 clusters Score -755441.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -755645.750000 Penalty: 2856.292725
	Iteration 9Q: 3 clusters Score -755645.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -755887.062500 Penalty: 2856.292725
	Iteration 10Q: 3 clusters Score -755887.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -756135.375000 Penalty: 2856.292725
	Iteration 11Q: 3 clusters Score -756135.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -756352.187500 Penalty: 2856.292725
	Iteration 12Q: 3 clusters Score -756352.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -756523.312500 Penalty: 2856.292725
	Iteration 13Q: 3 clusters Score -756523.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -756627.562500 Penalty: 2856.292725
	Iteration 14Q: 3 clusters Score -756627.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -756700.625000 Penalty: 2856.292725
	Iteration 15Q: 3 clusters Score -756700.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -756744.375000 Penalty: 2856.292725
	Iteration 16Q: 3 clusters Score -756744.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -756775.937500 Penalty: 2856.292725
	Iteration 17Q: 3 clusters Score -756775.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -756799.062500 Penalty: 2856.292725
	Iteration 18Q: 3 clusters Score -756799.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -756812.312500 Penalty: 2856.292725
	Iteration 19Q: 3 clusters Score -756812.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -756825.250000 Penalty: 2856.292725
	Iteration 20F: 3 clusters Score -756825.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -756837.562500 Penalty: 2856.292725
	Iteration 21Q: 3 clusters Score -756837.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -756845.562500 Penalty: 2856.292725
	Iteration 22Q: 3 clusters Score -756845.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -756849.437500 Penalty: 2856.292725
	Iteration 23Q: 3 clusters Score -756849.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -756850.375000 Penalty: 2856.292725
	Iteration 24Q: 3 clusters Score -756850.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -756851.812500 Penalty: 2856.292725
	Iteration 25Q: 3 clusters Score -756851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -756854.562500 Penalty: 2856.292725
	Iteration 26Q: 3 clusters Score -756854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -756857.187500 Penalty: 2856.292725
	Iteration 27Q: 3 clusters Score -756857.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -756861.500000 Penalty: 2856.292725
	Iteration 28Q: 3 clusters Score -756861.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -756871.187500 Penalty: 2856.292725
	Iteration 29Q: 3 clusters Score -756871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -756875.937500 Penalty: 2856.292725
	Iteration 30Q: 3 clusters Score -756875.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -756882.187500 Penalty: 2856.292725
	Iteration 31Q: 3 clusters Score -756882.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -756888.250000 Penalty: 2856.292725
	Iteration 32Q: 3 clusters Score -756888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -756894.312500 Penalty: 2856.292725
	Iteration 33Q: 3 clusters Score -756894.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -756895.937500 Penalty: 2856.292725
	Iteration 34Q: 3 clusters Score -756895.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -756896.562500 Penalty: 2856.292725
	Iteration 35Q: 3 clusters Score -756896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -756896.562500 Penalty: 2856.292725
	Iteration 36F: 3 clusters Score -756896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -219476.125000 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -219476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217483.578125 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -217483.6 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -217892.328125 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -217892.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -217988.843750 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -217988.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -218053.000000 Penalty: 2452.423340
	Iteration 3Q: 3 clusters Score -218053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -218097.328125 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -218097.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -218120.593750 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -218120.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218133.671875 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -218133.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -218143.953125 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -218144 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218158.468750 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -218158.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218173.671875 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -218173.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218187.015625 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -218187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -218194.765625 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -218194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218198.109375 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -218198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218200.125000 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -218200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218200.859375 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -218200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -218202.250000 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -218202.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -218203.734375 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -218203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218204.609375 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -218204.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -218204.609375 Penalty: 2452.423340
	Iteration 18F: 3 clusters Score -218204.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Entering Unmasked Estep 
Score: -912908.875000 Penalty: 1462.818970
	Iteration 0F: 2 clusters Score -912908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -906948.000000 Penalty: 2925.637939
	Iteration 0F: 3 clusters Score -906948 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -908816.062500 Penalty: 2925.637939
	Iteration 1F: 3 clusters Score -908816.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -909081.375000 Penalty: 2925.637939
	Iteration 2F: 3 clusters Score -909081.4 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -909336.750000 Penalty: 2925.637939
	Iteration 3F: 3 clusters Score -909336.8 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -909602.250000 Penalty: 2925.637939
	Iteration 4Q: 3 clusters Score -909602.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -909845.000000 Penalty: 2925.637939
	Iteration 5F: 3 clusters Score -909845 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -910067.000000 Penalty: 2925.637939
	Iteration 6Q: 3 clusters Score -910067 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -910248.562500 Penalty: 2925.637939
	Iteration 7Q: 3 clusters Score -910248.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -910425.000000 Penalty: 2925.637939
	Iteration 8Q: 3 clusters Score -910425 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -910572.687500 Penalty: 2925.637939
	Iteration 9Q: 3 clusters Score -910572.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -910714.812500 Penalty: 2925.637939
	Iteration 10Q: 3 clusters Score -910714.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -910852.187500 Penalty: 2925.637939
	Iteration 11Q: 3 clusters Score -910852.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -910975.562500 Penalty: 2925.637939
	Iteration 12Q: 3 clusters Score -910975.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -911089.187500 Penalty: 2925.637939
	Iteration 13Q: 3 clusters Score -911089.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -911222.500000 Penalty: 2925.637939
	Iteration 14Q: 3 clusters Score -911222.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -911349.937500 Penalty: 2925.637939
	Iteration 15Q: 3 clusters Score -911349.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -911465.562500 Penalty: 2925.637939
	Iteration 16Q: 3 clusters Score -911465.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -911571.000000 Penalty: 2925.637939
	Iteration 17Q: 3 clusters Score -911571 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -911690.000000 Penalty: 2925.637939
	Iteration 18Q: 3 clusters Score -911690 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -911802.750000 Penalty: 2925.637939
	Iteration 19Q: 3 clusters Score -911802.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -911881.937500 Penalty: 2925.637939
	Iteration 20F: 3 clusters Score -911881.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -911944.250000 Penalty: 2925.637939
	Iteration 21Q: 3 clusters Score -911944.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -911986.687500 Penalty: 2925.637939
	Iteration 22Q: 3 clusters Score -911986.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -912022.437500 Penalty: 2925.637939
	Iteration 23Q: 3 clusters Score -912022.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -912051.812500 Penalty: 2925.637939
	Iteration 24Q: 3 clusters Score -912051.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -912080.187500 Penalty: 2925.637939
	Iteration 25Q: 3 clusters Score -912080.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -912094.750000 Penalty: 2925.637939
	Iteration 26Q: 3 clusters Score -912094.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -912102.062500 Penalty: 2925.637939
	Iteration 27Q: 3 clusters Score -912102.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -912108.562500 Penalty: 2925.637939
	Iteration 28Q: 3 clusters Score -912108.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -912115.875000 Penalty: 2925.637939
	Iteration 29Q: 3 clusters Score -912115.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -912123.562500 Penalty: 2925.637939
	Iteration 30Q: 3 clusters Score -912123.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -912131.125000 Penalty: 2925.637939
	Iteration 31Q: 3 clusters Score -912131.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -912133.312500 Penalty: 2925.637939
	Iteration 32Q: 3 clusters Score -912133.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -912134.125000 Penalty: 2925.637939
	Iteration 33Q: 3 clusters Score -912134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -912134.062500 Penalty: 2925.637939
	Iteration 34Q: 3 clusters Score -912134.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -912136.937500 Penalty: 2925.637939
	Iteration 35Q: 3 clusters Score -912136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -912136.937500 Penalty: 2925.637939
	Iteration 36Q: 3 clusters Score -912136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -912137.937500 Penalty: 2925.637939
	Iteration 37Q: 3 clusters Score -912137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -912137.062500 Penalty: 2925.637939
	Iteration 38Q: 3 clusters Score -912137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -912137.625000 Penalty: 2925.637939
	Iteration 39Q: 3 clusters Score -912137.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -912138.687500 Penalty: 2925.637939
	Iteration 40F: 3 clusters Score -912138.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -111739.140625 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -111739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -110257.796875 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -110257.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -110513.945312 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -110513.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -110583.265625 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -110583.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -110620.687500 Penalty: 2253.362549
	Iteration 3Q: 3 clusters Score -110620.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -110648.078125 Penalty: 2253.362549
	Iteration 4Q: 3 clusters Score -110648.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110689.640625 Penalty: 2253.362549
	Iteration 5Q: 3 clusters Score -110689.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110721.648438 Penalty: 2253.362549
	Iteration 6Q: 3 clusters Score -110721.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -110744.335938 Penalty: 2253.362549
	Iteration 7Q: 3 clusters Score -110744.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -110764.851562 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -110764.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -110776.757812 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -110776.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -110781.921875 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -110781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -110784.460938 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -110784.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110791.156250 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -110791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110801.218750 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -110801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110807.335938 Penalty: 2253.362549
	Iteration 14Q: 3 clusters Score -110807.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -110809.960938 Penalty: 2253.362549
	Iteration 15Q: 3 clusters Score -110810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -110813.890625 Penalty: 2253.362549
	Iteration 16Q: 3 clusters Score -110813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -110816.867188 Penalty: 2253.362549
	Iteration 17Q: 3 clusters Score -110816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -110821.679688 Penalty: 2253.362549
	Iteration 18Q: 3 clusters Score -110821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -110823.539062 Penalty: 2253.362549
	Iteration 19Q: 3 clusters Score -110823.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -110825.250000 Penalty: 2253.362549
	Iteration 20F: 3 clusters Score -110825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110828.078125 Penalty: 2253.362549
	Iteration 21Q: 3 clusters Score -110828.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -110828.382812 Penalty: 2253.362549
	Iteration 22Q: 3 clusters Score -110828.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110828.953125 Penalty: 2253.362549
	Iteration 23Q: 3 clusters Score -110829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110829.476562 Penalty: 2253.362549
	Iteration 24Q: 3 clusters Score -110829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110830.187500 Penalty: 2253.362549
	Iteration 25Q: 3 clusters Score -110830.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110833.242188 Penalty: 2253.362549
	Iteration 26Q: 3 clusters Score -110833.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110837.859375 Penalty: 2253.362549
	Iteration 27Q: 3 clusters Score -110837.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110842.929688 Penalty: 2253.362549
	Iteration 28Q: 3 clusters Score -110842.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -110844.476562 Penalty: 2253.362549
	Iteration 29Q: 3 clusters Score -110844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -110844.953125 Penalty: 2253.362549
	Iteration 30Q: 3 clusters Score -110845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -110845.398438 Penalty: 2253.362549
	Iteration 31Q: 3 clusters Score -110845.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110846.054688 Penalty: 2253.362549
	Iteration 32Q: 3 clusters Score -110846.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -110846.054688 Penalty: 2253.362549
	Iteration 33F: 3 clusters Score -110846.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -909547.562500 Penalty: 1462.778809
	Iteration 0F: 2 clusters Score -909547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -903549.437500 Penalty: 2925.557617
	Iteration 0F: 3 clusters Score -903549.4 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -905550.500000 Penalty: 2925.557617
	Iteration 1F: 3 clusters Score -905550.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -906061.812500 Penalty: 2925.557617
	Iteration 2F: 3 clusters Score -906061.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -906671.812500 Penalty: 2925.557617
	Iteration 3F: 3 clusters Score -906671.8 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -907291.937500 Penalty: 2925.557617
	Iteration 4F: 3 clusters Score -907291.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -907753.500000 Penalty: 2925.557617
	Iteration 5F: 3 clusters Score -907753.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -908038.500000 Penalty: 2925.557617
	Iteration 6F: 3 clusters Score -908038.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -908224.062500 Penalty: 2925.557617
	Iteration 7Q: 3 clusters Score -908224.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -908350.312500 Penalty: 2925.557617
	Iteration 8Q: 3 clusters Score -908350.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -908439.125000 Penalty: 2925.557617
	Iteration 9Q: 3 clusters Score -908439.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -908539.062500 Penalty: 2925.557617
	Iteration 10Q: 3 clusters Score -908539.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -908652.250000 Penalty: 2925.557617
	Iteration 11Q: 3 clusters Score -908652.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -908794.687500 Penalty: 2925.557617
	Iteration 12Q: 3 clusters Score -908794.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -908925.750000 Penalty: 2925.557617
	Iteration 13Q: 3 clusters Score -908925.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -909004.875000 Penalty: 2925.557617
	Iteration 14Q: 3 clusters Score -909004.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -909061.062500 Penalty: 2925.557617
	Iteration 15Q: 3 clusters Score -909061.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -909090.187500 Penalty: 2925.557617
	Iteration 16Q: 3 clusters Score -909090.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -909106.562500 Penalty: 2925.557617
	Iteration 17Q: 3 clusters Score -909106.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -909121.937500 Penalty: 2925.557617
	Iteration 18Q: 3 clusters Score -909121.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -909136.937500 Penalty: 2925.557617
	Iteration 19Q: 3 clusters Score -909136.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -909145.750000 Penalty: 2925.557617
	Iteration 20F: 3 clusters Score -909145.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -909151.062500 Penalty: 2925.557617
	Iteration 21Q: 3 clusters Score -909151.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -909157.687500 Penalty: 2925.557617
	Iteration 22Q: 3 clusters Score -909157.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -909170.000000 Penalty: 2925.557617
	Iteration 23Q: 3 clusters Score -909170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -909185.875000 Penalty: 2925.557617
	Iteration 24Q: 3 clusters Score -909185.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -909201.250000 Penalty: 2925.557617
	Iteration 25Q: 3 clusters Score -909201.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -909215.937500 Penalty: 2925.557617
	Iteration 26Q: 3 clusters Score -909215.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -909232.062500 Penalty: 2925.557617
	Iteration 27Q: 3 clusters Score -909232.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -909269.250000 Penalty: 2925.557617
	Iteration 28Q: 3 clusters Score -909269.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -909338.750000 Penalty: 2925.557617
	Iteration 29Q: 3 clusters Score -909338.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -909465.187500 Penalty: 2925.557617
	Iteration 30Q: 3 clusters Score -909465.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -909619.312500 Penalty: 2925.557617
	Iteration 31Q: 3 clusters Score -909619.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -909686.500000 Penalty: 2925.557617
	Iteration 32Q: 3 clusters Score -909686.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -909711.750000 Penalty: 2925.557617
	Iteration 33Q: 3 clusters Score -909711.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -909718.312500 Penalty: 2925.557617
	Iteration 34Q: 3 clusters Score -909718.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -909720.625000 Penalty: 2925.557617
	Iteration 35Q: 3 clusters Score -909720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -909722.312500 Penalty: 2925.557617
	Iteration 36Q: 3 clusters Score -909722.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -909722.187500 Penalty: 2925.557617
	Iteration 37Q: 3 clusters Score -909722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -909722.187500 Penalty: 2925.557617
	Iteration 38F: 3 clusters Score -909722.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 6695 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 1422 members 
Entering Unmasked Estep 
Score: -40124592.000000 Penalty: 91508.632812
Splitting cluster 39 changes total score from -40125028.000000 to -40124592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (2553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Entering Unmasked Estep 
Score: -288341.406250 Penalty: 1274.816528
	Iteration 0F: 2 clusters Score -288341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -285900.750000 Penalty: 2549.633057
	Iteration 0F: 3 clusters Score -285900.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -286456.875000 Penalty: 2549.633057
	Iteration 1F: 3 clusters Score -286456.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -286573.906250 Penalty: 2549.633057
	Iteration 2F: 3 clusters Score -286573.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -286658.687500 Penalty: 2549.633057
	Iteration 3F: 3 clusters Score -286658.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -286712.062500 Penalty: 2549.633057
	Iteration 4Q: 3 clusters Score -286712.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -286760.093750 Penalty: 2549.633057
	Iteration 5Q: 3 clusters Score -286760.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -286797.375000 Penalty: 2549.633057
	Iteration 6Q: 3 clusters Score -286797.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -286829.375000 Penalty: 2549.633057
	Iteration 7Q: 3 clusters Score -286829.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -286852.875000 Penalty: 2549.633057
	Iteration 8Q: 3 clusters Score -286852.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -286872.625000 Penalty: 2549.633057
	Iteration 9Q: 3 clusters Score -286872.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -286891.093750 Penalty: 2549.633057
	Iteration 10Q: 3 clusters Score -286891.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -286907.218750 Penalty: 2549.633057
	Iteration 11Q: 3 clusters Score -286907.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -286921.218750 Penalty: 2549.633057
	Iteration 12Q: 3 clusters Score -286921.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -286932.031250 Penalty: 2549.633057
	Iteration 13Q: 3 clusters Score -286932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -286942.687500 Penalty: 2549.633057
	Iteration 14Q: 3 clusters Score -286942.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -286951.000000 Penalty: 2549.633057
	Iteration 15Q: 3 clusters Score -286951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -286959.375000 Penalty: 2549.633057
	Iteration 16Q: 3 clusters Score -286959.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -286968.750000 Penalty: 2549.633057
	Iteration 17Q: 3 clusters Score -286968.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -286980.437500 Penalty: 2549.633057
	Iteration 18Q: 3 clusters Score -286980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -286988.875000 Penalty: 2549.633057
	Iteration 19Q: 3 clusters Score -286988.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -287005.312500 Penalty: 2549.633057
	Iteration 20F: 3 clusters Score -287005.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287027.875000 Penalty: 2549.633057
	Iteration 21Q: 3 clusters Score -287027.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -287052.281250 Penalty: 2549.633057
	Iteration 22Q: 3 clusters Score -287052.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -287083.250000 Penalty: 2549.633057
	Iteration 23Q: 3 clusters Score -287083.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287122.656250 Penalty: 2549.633057
	Iteration 24Q: 3 clusters Score -287122.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -287190.187500 Penalty: 2549.633057
	Iteration 25Q: 3 clusters Score -287190.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -287317.562500 Penalty: 2549.633057
	Iteration 26Q: 3 clusters Score -287317.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -287468.625000 Penalty: 2549.633057
	Iteration 27Q: 3 clusters Score -287468.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -287594.812500 Penalty: 2549.633057
	Iteration 28Q: 3 clusters Score -287594.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -287674.531250 Penalty: 2549.633057
	Iteration 29Q: 3 clusters Score -287674.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -287743.812500 Penalty: 2549.633057
	Iteration 30Q: 3 clusters Score -287743.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -287794.437500 Penalty: 2549.633057
	Iteration 31Q: 3 clusters Score -287794.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -287819.843750 Penalty: 2549.633057
	Iteration 32Q: 3 clusters Score -287819.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -287831.656250 Penalty: 2549.633057
	Iteration 33Q: 3 clusters Score -287831.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -287836.531250 Penalty: 2549.633057
	Iteration 34Q: 3 clusters Score -287836.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -287838.656250 Penalty: 2549.633057
	Iteration 35Q: 3 clusters Score -287838.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -287841.031250 Penalty: 2549.633057
	Iteration 36Q: 3 clusters Score -287841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -287842.343750 Penalty: 2549.633057
	Iteration 37Q: 3 clusters Score -287842.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -287843.156250 Penalty: 2549.633057
	Iteration 38Q: 3 clusters Score -287843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -287844.156250 Penalty: 2549.633057
	Iteration 39Q: 3 clusters Score -287844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -287846.718750 Penalty: 2549.633057
	Iteration 40F: 3 clusters Score -287846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -287847.781250 Penalty: 2549.633057
	Iteration 41Q: 3 clusters Score -287847.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287848.562500 Penalty: 2549.633057
	Iteration 42Q: 3 clusters Score -287848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -287848.562500 Penalty: 2549.633057
	Iteration 43F: 3 clusters Score -287848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -44400.050781 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -44400.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43416.324219 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -43416.32 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43671.503906 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -43671.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -43782.542969 Penalty: 2001.018188
	Iteration 2F: 3 clusters Score -43782.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -43880.781250 Penalty: 2001.018188
	Iteration 3F: 3 clusters Score -43880.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43958.113281 Penalty: 2001.018188
	Iteration 4Q: 3 clusters Score -43958.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44044.820312 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -44044.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -44123.269531 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -44123.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -44203.371094 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -44203.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44254.281250 Penalty: 2001.018188
	Iteration 8Q: 3 clusters Score -44254.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -44326.871094 Penalty: 2001.018188
	Iteration 9Q: 3 clusters Score -44326.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44368.968750 Penalty: 2001.018188
	Iteration 10Q: 3 clusters Score -44368.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44407.144531 Penalty: 2001.018188
	Iteration 11Q: 3 clusters Score -44407.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44437.832031 Penalty: 2001.018188
	Iteration 12Q: 3 clusters Score -44437.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -44477.289062 Penalty: 2001.018188
	Iteration 13Q: 3 clusters Score -44477.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44509.093750 Penalty: 2001.018188
	Iteration 14Q: 3 clusters Score -44509.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -44566.101562 Penalty: 2001.018188
	Iteration 15Q: 3 clusters Score -44566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -44593.621094 Penalty: 2001.018188
	Iteration 16Q: 3 clusters Score -44593.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44597.265625 Penalty: 2001.018188
	Iteration 17Q: 3 clusters Score -44597.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44597.265625 Penalty: 2001.018188
	Iteration 18F: 3 clusters Score -44597.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 193 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 279 members 
Entering Unmasked Estep 
Score: -40124140.000000 Penalty: 91508.632812
Splitting cluster 41 changes total score from -40125028.000000 to -40124140.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 42 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -469688.625000 Penalty: 1373.087769
	Iteration 0F: 2 clusters Score -469688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -465930.593750 Penalty: 2746.175537
	Iteration 0F: 3 clusters Score -465930.6 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -467141.875000 Penalty: 2746.175537
	Iteration 1F: 3 clusters Score -467141.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -467647.406250 Penalty: 2746.175537
	Iteration 2F: 3 clusters Score -467647.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -468014.812500 Penalty: 2746.175537
	Iteration 3F: 3 clusters Score -468014.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -468271.031250 Penalty: 2746.175537
	Iteration 4F: 3 clusters Score -468271 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -468433.906250 Penalty: 2746.175537
	Iteration 5F: 3 clusters Score -468433.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -468525.343750 Penalty: 2746.175537
	Iteration 6Q: 3 clusters Score -468525.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -468592.562500 Penalty: 2746.175537
	Iteration 7Q: 3 clusters Score -468592.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -468648.343750 Penalty: 2746.175537
	Iteration 8Q: 3 clusters Score -468648.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -468698.062500 Penalty: 2746.175537
	Iteration 9Q: 3 clusters Score -468698.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -468741.281250 Penalty: 2746.175537
	Iteration 10Q: 3 clusters Score -468741.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -468777.281250 Penalty: 2746.175537
	Iteration 11Q: 3 clusters Score -468777.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -468817.593750 Penalty: 2746.175537
	Iteration 12Q: 3 clusters Score -468817.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -468862.656250 Penalty: 2746.175537
	Iteration 13Q: 3 clusters Score -468862.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -468912.218750 Penalty: 2746.175537
	Iteration 14Q: 3 clusters Score -468912.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -468962.187500 Penalty: 2746.175537
	Iteration 15Q: 3 clusters Score -468962.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -469018.312500 Penalty: 2746.175537
	Iteration 16Q: 3 clusters Score -469018.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -469070.875000 Penalty: 2746.175537
	Iteration 17Q: 3 clusters Score -469070.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -469108.937500 Penalty: 2746.175537
	Iteration 18Q: 3 clusters Score -469108.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -469143.625000 Penalty: 2746.175537
	Iteration 19Q: 3 clusters Score -469143.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -469172.218750 Penalty: 2746.175537
	Iteration 20F: 3 clusters Score -469172.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -469200.968750 Penalty: 2746.175537
	Iteration 21Q: 3 clusters Score -469201 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -469234.343750 Penalty: 2746.175537
	Iteration 22Q: 3 clusters Score -469234.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -469264.500000 Penalty: 2746.175537
	Iteration 23Q: 3 clusters Score -469264.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -469293.312500 Penalty: 2746.175537
	Iteration 24Q: 3 clusters Score -469293.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -469314.656250 Penalty: 2746.175537
	Iteration 25Q: 3 clusters Score -469314.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -469326.218750 Penalty: 2746.175537
	Iteration 26Q: 3 clusters Score -469326.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -469331.156250 Penalty: 2746.175537
	Iteration 27Q: 3 clusters Score -469331.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -469334.281250 Penalty: 2746.175537
	Iteration 28Q: 3 clusters Score -469334.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -469336.937500 Penalty: 2746.175537
	Iteration 29Q: 3 clusters Score -469336.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -469340.093750 Penalty: 2746.175537
	Iteration 30Q: 3 clusters Score -469340.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -469343.218750 Penalty: 2746.175537
	Iteration 31Q: 3 clusters Score -469343.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -469346.968750 Penalty: 2746.175537
	Iteration 32Q: 3 clusters Score -469347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -469351.531250 Penalty: 2746.175537
	Iteration 33Q: 3 clusters Score -469351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -469354.937500 Penalty: 2746.175537
	Iteration 34Q: 3 clusters Score -469354.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -469357.343750 Penalty: 2746.175537
	Iteration 35Q: 3 clusters Score -469357.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -469359.312500 Penalty: 2746.175537
	Iteration 36Q: 3 clusters Score -469359.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -469360.500000 Penalty: 2746.175537
	Iteration 37Q: 3 clusters Score -469360.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -469360.343750 Penalty: 2746.175537
	Iteration 38Q: 3 clusters Score -469360.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -469362.062500 Penalty: 2746.175537
	Iteration 39Q: 3 clusters Score -469362.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -469364.937500 Penalty: 2746.175537
	Iteration 40F: 3 clusters Score -469364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -469364.937500 Penalty: 2746.175537
	Iteration 41Q: 3 clusters Score -469364.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -469366.781250 Penalty: 2746.175537
	Iteration 42Q: 3 clusters Score -469366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -469366.968750 Penalty: 2746.175537
	Iteration 43Q: 3 clusters Score -469367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -469366.968750 Penalty: 2746.175537
	Iteration 44F: 3 clusters Score -469367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -223457.218750 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -223457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -221395.515625 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -221395.5 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221820.687500 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -221820.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -221922.203125 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -221922.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -221976.000000 Penalty: 2463.063477
	Iteration 3Q: 3 clusters Score -221976 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -222010.390625 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -222010.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222028.453125 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -222028.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -222039.593750 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -222039.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222050.203125 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -222050.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -222060.250000 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -222060.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -222065.281250 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -222065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -222068.640625 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -222068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -222072.546875 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -222072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -222074.515625 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -222074.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222076.890625 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -222076.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -222078.984375 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -222079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -222080.687500 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -222080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -222080.687500 Penalty: 2463.063477
	Iteration 16F: 3 clusters Score -222080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9355 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125028.000000 Penalty: 89428.890625
Iteration 159Q: 44 clusters Score -4.012503e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7462 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89345 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26363 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125032.000000 Penalty: 89428.890625
Iteration 160F: 44 clusters Score -4.012503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43680 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26361 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125016.000000 Penalty: 89428.890625
Iteration 161Q: 44 clusters Score -4.012502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7461 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26361 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2554 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125024.000000 Penalty: 89428.890625
Iteration 162Q: 44 clusters Score -4.012502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26361 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125020.000000 Penalty: 89428.890625
Iteration 163Q: 44 clusters Score -4.012502e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125020.000000 Penalty: 89428.890625
Iteration 164Q: 44 clusters Score -4.012502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 89346 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125020.000000 Penalty: 89428.890625
Iteration 165F: 44 clusters Score -4.012502e+07 nChanged 0
Entering ConstructFrom: 
Score: -40125020.000000 Penalty: 89428.890625
Entering ConstructFrom: 
Trying to split cluster 1 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -424814.937500 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -424814.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -421662.406250 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -421662.4 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -422441.437500 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -422441.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -422583.187500 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -422583.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -422689.812500 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -422689.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -422770.656250 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -422770.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -422824.937500 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -422824.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -422864.156250 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -422864.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -422894.062500 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -422894.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -422930.875000 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -422930.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -422978.906250 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -422978.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -423022.750000 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -423022.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -423065.531250 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -423065.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -423106.937500 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -423106.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -423137.843750 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -423137.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -423170.000000 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -423170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -423199.656250 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -423199.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -423238.281250 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -423238.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -423265.968750 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -423266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -423290.468750 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -423290.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -423312.718750 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -423312.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -423342.562500 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -423342.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -423376.625000 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -423376.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -423414.531250 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -423414.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -423450.250000 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -423450.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -423483.750000 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -423483.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -423515.812500 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -423515.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -423538.875000 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -423538.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -423556.625000 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -423556.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -423574.187500 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -423574.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -423587.343750 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -423587.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -423595.656250 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -423595.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -423606.218750 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -423606.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -423612.593750 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -423612.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -423618.406250 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -423618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -423622.312500 Penalty: 2671.980713
	Iteration 34Q: 3 clusters Score -423622.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -423625.156250 Penalty: 2671.980713
	Iteration 35Q: 3 clusters Score -423625.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -423628.687500 Penalty: 2671.980713
	Iteration 36Q: 3 clusters Score -423628.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -423632.437500 Penalty: 2671.980713
	Iteration 37Q: 3 clusters Score -423632.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -423636.718750 Penalty: 2671.980713
	Iteration 38Q: 3 clusters Score -423636.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -423638.375000 Penalty: 2671.980713
	Iteration 39Q: 3 clusters Score -423638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -423640.218750 Penalty: 2671.980713
	Iteration 40F: 3 clusters Score -423640.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -423641.218750 Penalty: 2671.980713
	Iteration 41Q: 3 clusters Score -423641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -423640.968750 Penalty: 2671.980713
	Iteration 42Q: 3 clusters Score -423641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423640.968750 Penalty: 2671.980713
	Iteration 43Q: 3 clusters Score -423641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -423640.968750 Penalty: 2671.980713
	Iteration 44F: 3 clusters Score -423641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Entering Unmasked Estep 
Score: -1592190.625000 Penalty: 1548.488159
	Iteration 0F: 2 clusters Score -1592191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1582684.875000 Penalty: 3096.976318
	Iteration 0F: 3 clusters Score -1582685 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1585893.625000 Penalty: 3096.976318
	Iteration 1F: 3 clusters Score -1585894 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -1586217.750000 Penalty: 3096.976318
	Iteration 2F: 3 clusters Score -1586218 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1586506.500000 Penalty: 3096.976318
	Iteration 3F: 3 clusters Score -1586506 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1586818.250000 Penalty: 3096.976318
	Iteration 4Q: 3 clusters Score -1586818 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1587208.625000 Penalty: 3096.976318
	Iteration 5F: 3 clusters Score -1587209 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1587697.375000 Penalty: 3096.976318
	Iteration 6F: 3 clusters Score -1587697 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -1588311.250000 Penalty: 3096.976318
	Iteration 7F: 3 clusters Score -1588311 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1588994.875000 Penalty: 3096.976318
	Iteration 8F: 3 clusters Score -1588995 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -1589626.375000 Penalty: 3096.976318
	Iteration 9F: 3 clusters Score -1589626 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1590094.875000 Penalty: 3096.976318
	Iteration 10Q: 3 clusters Score -1590095 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1590415.250000 Penalty: 3096.976318
	Iteration 11Q: 3 clusters Score -1590415 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1590569.625000 Penalty: 3096.976318
	Iteration 12Q: 3 clusters Score -1590570 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1590673.250000 Penalty: 3096.976318
	Iteration 13Q: 3 clusters Score -1590673 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1590734.750000 Penalty: 3096.976318
	Iteration 14Q: 3 clusters Score -1590735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1590761.875000 Penalty: 3096.976318
	Iteration 15Q: 3 clusters Score -1590762 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1590777.750000 Penalty: 3096.976318
	Iteration 16Q: 3 clusters Score -1590778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1590780.875000 Penalty: 3096.976318
	Iteration 17Q: 3 clusters Score -1590781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1590787.250000 Penalty: 3096.976318
	Iteration 18Q: 3 clusters Score -1590787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1590789.625000 Penalty: 3096.976318
	Iteration 19Q: 3 clusters Score -1590790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1590791.625000 Penalty: 3096.976318
	Iteration 20F: 3 clusters Score -1590792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1590791.000000 Penalty: 3096.976318
	Iteration 21Q: 3 clusters Score -1590791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -1590791.000000 Penalty: 3096.976318
	Iteration 22F: 3 clusters Score -1590791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -291603.218750 Penalty: 1277.405396
	Iteration 0F: 2 clusters Score -291603.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -289145.906250 Penalty: 2554.810791
	Iteration 0F: 3 clusters Score -289145.9 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289743.218750 Penalty: 2554.810791
	Iteration 1F: 3 clusters Score -289743.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -289879.718750 Penalty: 2554.810791
	Iteration 2F: 3 clusters Score -289879.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -289965.187500 Penalty: 2554.810791
	Iteration 3F: 3 clusters Score -289965.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -290026.468750 Penalty: 2554.810791
	Iteration 4Q: 3 clusters Score -290026.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -290080.812500 Penalty: 2554.810791
	Iteration 5Q: 3 clusters Score -290080.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -290119.531250 Penalty: 2554.810791
	Iteration 6Q: 3 clusters Score -290119.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -290151.343750 Penalty: 2554.810791
	Iteration 7Q: 3 clusters Score -290151.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -290169.125000 Penalty: 2554.810791
	Iteration 8Q: 3 clusters Score -290169.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -290188.937500 Penalty: 2554.810791
	Iteration 9Q: 3 clusters Score -290188.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -290207.593750 Penalty: 2554.810791
	Iteration 10Q: 3 clusters Score -290207.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -290222.468750 Penalty: 2554.810791
	Iteration 11Q: 3 clusters Score -290222.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -290240.218750 Penalty: 2554.810791
	Iteration 12Q: 3 clusters Score -290240.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -290264.937500 Penalty: 2554.810791
	Iteration 13Q: 3 clusters Score -290264.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -290290.312500 Penalty: 2554.810791
	Iteration 14Q: 3 clusters Score -290290.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -290314.531250 Penalty: 2554.810791
	Iteration 15Q: 3 clusters Score -290314.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -290335.343750 Penalty: 2554.810791
	Iteration 16Q: 3 clusters Score -290335.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290359.875000 Penalty: 2554.810791
	Iteration 17Q: 3 clusters Score -290359.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -290379.906250 Penalty: 2554.810791
	Iteration 18Q: 3 clusters Score -290379.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -290393.937500 Penalty: 2554.810791
	Iteration 19Q: 3 clusters Score -290393.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290406.375000 Penalty: 2554.810791
	Iteration 20F: 3 clusters Score -290406.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -290426.312500 Penalty: 2554.810791
	Iteration 21Q: 3 clusters Score -290426.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -290451.218750 Penalty: 2554.810791
	Iteration 22Q: 3 clusters Score -290451.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -290476.937500 Penalty: 2554.810791
	Iteration 23Q: 3 clusters Score -290476.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -290507.250000 Penalty: 2554.810791
	Iteration 24Q: 3 clusters Score -290507.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -290531.468750 Penalty: 2554.810791
	Iteration 25Q: 3 clusters Score -290531.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -290556.625000 Penalty: 2554.810791
	Iteration 26Q: 3 clusters Score -290556.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -290584.250000 Penalty: 2554.810791
	Iteration 27Q: 3 clusters Score -290584.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -290623.531250 Penalty: 2554.810791
	Iteration 28Q: 3 clusters Score -290623.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -290667.281250 Penalty: 2554.810791
	Iteration 29Q: 3 clusters Score -290667.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -290713.750000 Penalty: 2554.810791
	Iteration 30Q: 3 clusters Score -290713.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -290761.000000 Penalty: 2554.810791
	Iteration 31Q: 3 clusters Score -290761 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -290787.781250 Penalty: 2554.810791
	Iteration 32Q: 3 clusters Score -290787.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -290808.625000 Penalty: 2554.810791
	Iteration 33Q: 3 clusters Score -290808.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290827.343750 Penalty: 2554.810791
	Iteration 34Q: 3 clusters Score -290827.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -290834.843750 Penalty: 2554.810791
	Iteration 35Q: 3 clusters Score -290834.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -290838.781250 Penalty: 2554.810791
	Iteration 36Q: 3 clusters Score -290838.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -290840.968750 Penalty: 2554.810791
	Iteration 37Q: 3 clusters Score -290841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -290842.875000 Penalty: 2554.810791
	Iteration 38Q: 3 clusters Score -290842.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -290843.468750 Penalty: 2554.810791
	Iteration 39Q: 3 clusters Score -290843.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -290843.812500 Penalty: 2554.810791
	Iteration 40F: 3 clusters Score -290843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -290844.312500 Penalty: 2554.810791
	Iteration 41Q: 3 clusters Score -290844.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -290844.312500 Penalty: 2554.810791
	Iteration 42F: 3 clusters Score -290844.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Entering Unmasked Estep 
Score: -324879.375000 Penalty: 1291.956665
	Iteration 0F: 2 clusters Score -324879.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322269.968750 Penalty: 2583.913330
	Iteration 0F: 3 clusters Score -322270 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -322905.812500 Penalty: 2583.913330
	Iteration 1F: 3 clusters Score -322905.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -323062.437500 Penalty: 2583.913330
	Iteration 2F: 3 clusters Score -323062.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -323171.812500 Penalty: 2583.913330
	Iteration 3F: 3 clusters Score -323171.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -323261.406250 Penalty: 2583.913330
	Iteration 4Q: 3 clusters Score -323261.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -323347.000000 Penalty: 2583.913330
	Iteration 5Q: 3 clusters Score -323347 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -323410.187500 Penalty: 2583.913330
	Iteration 6Q: 3 clusters Score -323410.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -323463.468750 Penalty: 2583.913330
	Iteration 7Q: 3 clusters Score -323463.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -323508.218750 Penalty: 2583.913330
	Iteration 8Q: 3 clusters Score -323508.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -323542.812500 Penalty: 2583.913330
	Iteration 9Q: 3 clusters Score -323542.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -323570.593750 Penalty: 2583.913330
	Iteration 10Q: 3 clusters Score -323570.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -323585.687500 Penalty: 2583.913330
	Iteration 11Q: 3 clusters Score -323585.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -323593.312500 Penalty: 2583.913330
	Iteration 12Q: 3 clusters Score -323593.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -323601.656250 Penalty: 2583.913330
	Iteration 13Q: 3 clusters Score -323601.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -323609.937500 Penalty: 2583.913330
	Iteration 14Q: 3 clusters Score -323609.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -323621.125000 Penalty: 2583.913330
	Iteration 15Q: 3 clusters Score -323621.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -323637.000000 Penalty: 2583.913330
	Iteration 16Q: 3 clusters Score -323637 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -323657.812500 Penalty: 2583.913330
	Iteration 17Q: 3 clusters Score -323657.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -323668.000000 Penalty: 2583.913330
	Iteration 18Q: 3 clusters Score -323668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -323674.187500 Penalty: 2583.913330
	Iteration 19Q: 3 clusters Score -323674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -323681.312500 Penalty: 2583.913330
	Iteration 20F: 3 clusters Score -323681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -323688.031250 Penalty: 2583.913330
	Iteration 21Q: 3 clusters Score -323688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -323694.937500 Penalty: 2583.913330
	Iteration 22Q: 3 clusters Score -323694.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -323702.312500 Penalty: 2583.913330
	Iteration 23Q: 3 clusters Score -323702.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -323710.781250 Penalty: 2583.913330
	Iteration 24Q: 3 clusters Score -323710.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -323722.125000 Penalty: 2583.913330
	Iteration 25Q: 3 clusters Score -323722.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -323734.937500 Penalty: 2583.913330
	Iteration 26Q: 3 clusters Score -323734.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -323739.031250 Penalty: 2583.913330
	Iteration 27Q: 3 clusters Score -323739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -323745.468750 Penalty: 2583.913330
	Iteration 28Q: 3 clusters Score -323745.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -323748.625000 Penalty: 2583.913330
	Iteration 29Q: 3 clusters Score -323748.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -323752.281250 Penalty: 2583.913330
	Iteration 30Q: 3 clusters Score -323752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -323754.187500 Penalty: 2583.913330
	Iteration 31Q: 3 clusters Score -323754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -323755.750000 Penalty: 2583.913330
	Iteration 32Q: 3 clusters Score -323755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -323757.656250 Penalty: 2583.913330
	Iteration 33Q: 3 clusters Score -323757.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -323758.562500 Penalty: 2583.913330
	Iteration 34Q: 3 clusters Score -323758.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -323759.468750 Penalty: 2583.913330
	Iteration 35Q: 3 clusters Score -323759.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -323759.468750 Penalty: 2583.913330
	Iteration 36F: 3 clusters Score -323759.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Entering Unmasked Estep 
Score: -843258.062500 Penalty: 1449.041138
	Iteration 0F: 2 clusters Score -843258.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -837705.875000 Penalty: 2898.082275
	Iteration 0F: 3 clusters Score -837705.9 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -839477.687500 Penalty: 2898.082275
	Iteration 1F: 3 clusters Score -839477.7 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -839807.875000 Penalty: 2898.082275
	Iteration 2F: 3 clusters Score -839807.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -840122.312500 Penalty: 2898.082275
	Iteration 3F: 3 clusters Score -840122.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -840416.187500 Penalty: 2898.082275
	Iteration 4F: 3 clusters Score -840416.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -840664.500000 Penalty: 2898.082275
	Iteration 5F: 3 clusters Score -840664.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -840874.750000 Penalty: 2898.082275
	Iteration 6Q: 3 clusters Score -840874.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -841034.187500 Penalty: 2898.082275
	Iteration 7Q: 3 clusters Score -841034.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -841158.125000 Penalty: 2898.082275
	Iteration 8Q: 3 clusters Score -841158.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -841264.562500 Penalty: 2898.082275
	Iteration 9Q: 3 clusters Score -841264.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -841347.125000 Penalty: 2898.082275
	Iteration 10Q: 3 clusters Score -841347.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -841421.437500 Penalty: 2898.082275
	Iteration 11Q: 3 clusters Score -841421.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -841485.750000 Penalty: 2898.082275
	Iteration 12Q: 3 clusters Score -841485.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -841533.562500 Penalty: 2898.082275
	Iteration 13Q: 3 clusters Score -841533.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -841574.625000 Penalty: 2898.082275
	Iteration 14Q: 3 clusters Score -841574.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -841609.437500 Penalty: 2898.082275
	Iteration 15Q: 3 clusters Score -841609.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -841648.437500 Penalty: 2898.082275
	Iteration 16Q: 3 clusters Score -841648.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -841677.375000 Penalty: 2898.082275
	Iteration 17Q: 3 clusters Score -841677.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -841695.875000 Penalty: 2898.082275
	Iteration 18Q: 3 clusters Score -841695.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -841712.625000 Penalty: 2898.082275
	Iteration 19Q: 3 clusters Score -841712.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -841724.562500 Penalty: 2898.082275
	Iteration 20F: 3 clusters Score -841724.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -841735.625000 Penalty: 2898.082275
	Iteration 21Q: 3 clusters Score -841735.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -841742.562500 Penalty: 2898.082275
	Iteration 22Q: 3 clusters Score -841742.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -841748.312500 Penalty: 2898.082275
	Iteration 23Q: 3 clusters Score -841748.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -841754.812500 Penalty: 2898.082275
	Iteration 24Q: 3 clusters Score -841754.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -841765.875000 Penalty: 2898.082275
	Iteration 25Q: 3 clusters Score -841765.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -841774.375000 Penalty: 2898.082275
	Iteration 26Q: 3 clusters Score -841774.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -841782.687500 Penalty: 2898.082275
	Iteration 27Q: 3 clusters Score -841782.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -841792.812500 Penalty: 2898.082275
	Iteration 28Q: 3 clusters Score -841792.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -841801.125000 Penalty: 2898.082275
	Iteration 29Q: 3 clusters Score -841801.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -841809.375000 Penalty: 2898.082275
	Iteration 30Q: 3 clusters Score -841809.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -841817.062500 Penalty: 2898.082275
	Iteration 31Q: 3 clusters Score -841817.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -841823.750000 Penalty: 2898.082275
	Iteration 32Q: 3 clusters Score -841823.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -841831.812500 Penalty: 2898.082275
	Iteration 33Q: 3 clusters Score -841831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -841837.625000 Penalty: 2898.082275
	Iteration 34Q: 3 clusters Score -841837.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -841842.625000 Penalty: 2898.082275
	Iteration 35Q: 3 clusters Score -841842.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -841848.125000 Penalty: 2898.082275
	Iteration 36Q: 3 clusters Score -841848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -841852.750000 Penalty: 2898.082275
	Iteration 37Q: 3 clusters Score -841852.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -841856.625000 Penalty: 2898.082275
	Iteration 38Q: 3 clusters Score -841856.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -841863.312500 Penalty: 2898.082275
	Iteration 39Q: 3 clusters Score -841863.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -841866.312500 Penalty: 2898.082275
	Iteration 40F: 3 clusters Score -841866.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -841868.687500 Penalty: 2898.082275
	Iteration 41Q: 3 clusters Score -841868.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -841869.562500 Penalty: 2898.082275
	Iteration 42Q: 3 clusters Score -841869.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -841871.437500 Penalty: 2898.082275
	Iteration 43Q: 3 clusters Score -841871.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -841873.062500 Penalty: 2898.082275
	Iteration 44Q: 3 clusters Score -841873.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -841875.062500 Penalty: 2898.082275
	Iteration 45Q: 3 clusters Score -841875.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -841876.750000 Penalty: 2898.082275
	Iteration 46Q: 3 clusters Score -841876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -841878.500000 Penalty: 2898.082275
	Iteration 47Q: 3 clusters Score -841878.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -841879.687500 Penalty: 2898.082275
	Iteration 48Q: 3 clusters Score -841879.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -841881.937500 Penalty: 2898.082275
	Iteration 49Q: 3 clusters Score -841881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -841882.062500 Penalty: 2898.082275
	Iteration 50Q: 3 clusters Score -841882.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -841886.312500 Penalty: 2898.082275
	Iteration 51Q: 3 clusters Score -841886.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -841887.750000 Penalty: 2898.082275
	Iteration 52Q: 3 clusters Score -841887.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -841889.500000 Penalty: 2898.082275
	Iteration 53Q: 3 clusters Score -841889.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -841892.750000 Penalty: 2898.082275
	Iteration 54Q: 3 clusters Score -841892.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -841894.250000 Penalty: 2898.082275
	Iteration 55Q: 3 clusters Score -841894.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -841898.062500 Penalty: 2898.082275
	Iteration 56Q: 3 clusters Score -841898.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -841901.187500 Penalty: 2898.082275
	Iteration 57Q: 3 clusters Score -841901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -841904.250000 Penalty: 2898.082275
	Iteration 58Q: 3 clusters Score -841904.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -841908.125000 Penalty: 2898.082275
	Iteration 59Q: 3 clusters Score -841908.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -841910.000000 Penalty: 2898.082275
	Iteration 60F: 3 clusters Score -841910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -841911.312500 Penalty: 2898.082275
	Iteration 61Q: 3 clusters Score -841911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -841912.062500 Penalty: 2898.082275
	Iteration 62Q: 3 clusters Score -841912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -841914.000000 Penalty: 2898.082275
	Iteration 63Q: 3 clusters Score -841914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -841914.750000 Penalty: 2898.082275
	Iteration 64Q: 3 clusters Score -841914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -841913.625000 Penalty: 2898.082275
	Iteration 65Q: 3 clusters Score -841913.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -841916.187500 Penalty: 2898.082275
	Iteration 66Q: 3 clusters Score -841916.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -841916.312500 Penalty: 2898.082275
	Iteration 67Q: 3 clusters Score -841916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -841916.750000 Penalty: 2898.082275
	Iteration 68Q: 3 clusters Score -841916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -841917.250000 Penalty: 2898.082275
	Iteration 69Q: 3 clusters Score -841917.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -841917.000000 Penalty: 2898.082275
	Iteration 70Q: 3 clusters Score -841917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -841917.000000 Penalty: 2898.082275
	Iteration 71F: 3 clusters Score -841917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Entering Unmasked Estep 
Score: -900102.500000 Penalty: 1456.887695
	Iteration 0F: 2 clusters Score -900102.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -894395.937500 Penalty: 2913.775391
	Iteration 0F: 3 clusters Score -894395.9 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -896065.437500 Penalty: 2913.775391
	Iteration 1F: 3 clusters Score -896065.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -896258.000000 Penalty: 2913.775391
	Iteration 2F: 3 clusters Score -896258 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -896404.250000 Penalty: 2913.775391
	Iteration 3Q: 3 clusters Score -896404.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -896533.000000 Penalty: 2913.775391
	Iteration 4Q: 3 clusters Score -896533 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -896656.312500 Penalty: 2913.775391
	Iteration 5Q: 3 clusters Score -896656.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -896767.187500 Penalty: 2913.775391
	Iteration 6Q: 3 clusters Score -896767.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -896854.937500 Penalty: 2913.775391
	Iteration 7Q: 3 clusters Score -896854.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -896943.125000 Penalty: 2913.775391
	Iteration 8Q: 3 clusters Score -896943.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -897003.312500 Penalty: 2913.775391
	Iteration 9Q: 3 clusters Score -897003.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -897063.437500 Penalty: 2913.775391
	Iteration 10Q: 3 clusters Score -897063.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -897112.250000 Penalty: 2913.775391
	Iteration 11Q: 3 clusters Score -897112.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -897165.312500 Penalty: 2913.775391
	Iteration 12Q: 3 clusters Score -897165.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -897222.312500 Penalty: 2913.775391
	Iteration 13Q: 3 clusters Score -897222.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -897292.125000 Penalty: 2913.775391
	Iteration 14Q: 3 clusters Score -897292.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -897372.500000 Penalty: 2913.775391
	Iteration 15Q: 3 clusters Score -897372.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -897477.187500 Penalty: 2913.775391
	Iteration 16Q: 3 clusters Score -897477.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -897607.062500 Penalty: 2913.775391
	Iteration 17Q: 3 clusters Score -897607.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -897743.937500 Penalty: 2913.775391
	Iteration 18Q: 3 clusters Score -897743.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -897877.562500 Penalty: 2913.775391
	Iteration 19Q: 3 clusters Score -897877.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -897986.500000 Penalty: 2913.775391
	Iteration 20F: 3 clusters Score -897986.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -898085.312500 Penalty: 2913.775391
	Iteration 21Q: 3 clusters Score -898085.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -898159.375000 Penalty: 2913.775391
	Iteration 22Q: 3 clusters Score -898159.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -898214.875000 Penalty: 2913.775391
	Iteration 23Q: 3 clusters Score -898214.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -898261.250000 Penalty: 2913.775391
	Iteration 24Q: 3 clusters Score -898261.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -898295.562500 Penalty: 2913.775391
	Iteration 25Q: 3 clusters Score -898295.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -898313.625000 Penalty: 2913.775391
	Iteration 26Q: 3 clusters Score -898313.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -898331.875000 Penalty: 2913.775391
	Iteration 27Q: 3 clusters Score -898331.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -898350.500000 Penalty: 2913.775391
	Iteration 28Q: 3 clusters Score -898350.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -898363.187500 Penalty: 2913.775391
	Iteration 29Q: 3 clusters Score -898363.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -898375.687500 Penalty: 2913.775391
	Iteration 30Q: 3 clusters Score -898375.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -898388.125000 Penalty: 2913.775391
	Iteration 31Q: 3 clusters Score -898388.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -898402.062500 Penalty: 2913.775391
	Iteration 32Q: 3 clusters Score -898402.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -898408.812500 Penalty: 2913.775391
	Iteration 33Q: 3 clusters Score -898408.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -898413.250000 Penalty: 2913.775391
	Iteration 34Q: 3 clusters Score -898413.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -898419.812500 Penalty: 2913.775391
	Iteration 35Q: 3 clusters Score -898419.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -898422.125000 Penalty: 2913.775391
	Iteration 36Q: 3 clusters Score -898422.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -898426.875000 Penalty: 2913.775391
	Iteration 37Q: 3 clusters Score -898426.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -898432.187500 Penalty: 2913.775391
	Iteration 38Q: 3 clusters Score -898432.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -898436.312500 Penalty: 2913.775391
	Iteration 39Q: 3 clusters Score -898436.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -898438.250000 Penalty: 2913.775391
	Iteration 40F: 3 clusters Score -898438.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -898442.937500 Penalty: 2913.775391
	Iteration 41Q: 3 clusters Score -898442.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -898446.312500 Penalty: 2913.775391
	Iteration 42Q: 3 clusters Score -898446.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -898450.750000 Penalty: 2913.775391
	Iteration 43Q: 3 clusters Score -898450.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -898459.125000 Penalty: 2913.775391
	Iteration 44Q: 3 clusters Score -898459.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -898463.000000 Penalty: 2913.775391
	Iteration 45Q: 3 clusters Score -898463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -898471.875000 Penalty: 2913.775391
	Iteration 46Q: 3 clusters Score -898471.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -898484.000000 Penalty: 2913.775391
	Iteration 47Q: 3 clusters Score -898484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -898492.125000 Penalty: 2913.775391
	Iteration 48Q: 3 clusters Score -898492.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -898501.437500 Penalty: 2913.775391
	Iteration 49Q: 3 clusters Score -898501.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -898507.937500 Penalty: 2913.775391
	Iteration 50Q: 3 clusters Score -898507.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -898517.250000 Penalty: 2913.775391
	Iteration 51Q: 3 clusters Score -898517.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -898522.937500 Penalty: 2913.775391
	Iteration 52Q: 3 clusters Score -898522.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -898526.750000 Penalty: 2913.775391
	Iteration 53Q: 3 clusters Score -898526.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -898533.625000 Penalty: 2913.775391
	Iteration 54Q: 3 clusters Score -898533.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -898539.187500 Penalty: 2913.775391
	Iteration 55Q: 3 clusters Score -898539.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -898543.312500 Penalty: 2913.775391
	Iteration 56Q: 3 clusters Score -898543.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -898549.375000 Penalty: 2913.775391
	Iteration 57Q: 3 clusters Score -898549.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -898554.500000 Penalty: 2913.775391
	Iteration 58Q: 3 clusters Score -898554.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -898561.000000 Penalty: 2913.775391
	Iteration 59Q: 3 clusters Score -898561 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -898564.750000 Penalty: 2913.775391
	Iteration 60F: 3 clusters Score -898564.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -898573.125000 Penalty: 2913.775391
	Iteration 61Q: 3 clusters Score -898573.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -898578.250000 Penalty: 2913.775391
	Iteration 62Q: 3 clusters Score -898578.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -898580.125000 Penalty: 2913.775391
	Iteration 63Q: 3 clusters Score -898580.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -898586.875000 Penalty: 2913.775391
	Iteration 64Q: 3 clusters Score -898586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -898590.937500 Penalty: 2913.775391
	Iteration 65Q: 3 clusters Score -898590.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -898598.250000 Penalty: 2913.775391
	Iteration 66Q: 3 clusters Score -898598.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -898603.000000 Penalty: 2913.775391
	Iteration 67Q: 3 clusters Score -898603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -898608.500000 Penalty: 2913.775391
	Iteration 68Q: 3 clusters Score -898608.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -898615.812500 Penalty: 2913.775391
	Iteration 69Q: 3 clusters Score -898615.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -898622.187500 Penalty: 2913.775391
	Iteration 70Q: 3 clusters Score -898622.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -898626.000000 Penalty: 2913.775391
	Iteration 71Q: 3 clusters Score -898626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -898633.687500 Penalty: 2913.775391
	Iteration 72Q: 3 clusters Score -898633.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -898644.937500 Penalty: 2913.775391
	Iteration 73Q: 3 clusters Score -898644.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -898657.875000 Penalty: 2913.775391
	Iteration 74Q: 3 clusters Score -898657.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -898668.562500 Penalty: 2913.775391
	Iteration 75Q: 3 clusters Score -898668.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -898681.000000 Penalty: 2913.775391
	Iteration 76Q: 3 clusters Score -898681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -898690.125000 Penalty: 2913.775391
	Iteration 77Q: 3 clusters Score -898690.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -898706.062500 Penalty: 2913.775391
	Iteration 78Q: 3 clusters Score -898706.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -898720.500000 Penalty: 2913.775391
	Iteration 79Q: 3 clusters Score -898720.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -898735.437500 Penalty: 2913.775391
	Iteration 80F: 3 clusters Score -898735.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -898743.500000 Penalty: 2913.775391
	Iteration 81Q: 3 clusters Score -898743.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -898750.625000 Penalty: 2913.775391
	Iteration 82Q: 3 clusters Score -898750.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -898759.000000 Penalty: 2913.775391
	Iteration 83Q: 3 clusters Score -898759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -898761.375000 Penalty: 2913.775391
	Iteration 84Q: 3 clusters Score -898761.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -898769.437500 Penalty: 2913.775391
	Iteration 85Q: 3 clusters Score -898769.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -898778.312500 Penalty: 2913.775391
	Iteration 86Q: 3 clusters Score -898778.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -898792.187500 Penalty: 2913.775391
	Iteration 87Q: 3 clusters Score -898792.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -898801.062500 Penalty: 2913.775391
	Iteration 88Q: 3 clusters Score -898801.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -898806.687500 Penalty: 2913.775391
	Iteration 89Q: 3 clusters Score -898806.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -898812.562500 Penalty: 2913.775391
	Iteration 90Q: 3 clusters Score -898812.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -898817.562500 Penalty: 2913.775391
	Iteration 91Q: 3 clusters Score -898817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -898825.937500 Penalty: 2913.775391
	Iteration 92Q: 3 clusters Score -898825.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -898831.625000 Penalty: 2913.775391
	Iteration 93Q: 3 clusters Score -898831.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -898840.687500 Penalty: 2913.775391
	Iteration 94Q: 3 clusters Score -898840.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -898847.250000 Penalty: 2913.775391
	Iteration 95Q: 3 clusters Score -898847.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -898854.000000 Penalty: 2913.775391
	Iteration 96Q: 3 clusters Score -898854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -898863.125000 Penalty: 2913.775391
	Iteration 97Q: 3 clusters Score -898863.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -898871.125000 Penalty: 2913.775391
	Iteration 98Q: 3 clusters Score -898871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -898882.875000 Penalty: 2913.775391
	Iteration 99Q: 3 clusters Score -898882.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -898892.000000 Penalty: 2913.775391
	Iteration 100F: 3 clusters Score -898892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -898901.500000 Penalty: 2913.775391
	Iteration 101Q: 3 clusters Score -898901.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -898906.000000 Penalty: 2913.775391
	Iteration 102Q: 3 clusters Score -898906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -898910.250000 Penalty: 2913.775391
	Iteration 103Q: 3 clusters Score -898910.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -898911.687500 Penalty: 2913.775391
	Iteration 104Q: 3 clusters Score -898911.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -898914.187500 Penalty: 2913.775391
	Iteration 105Q: 3 clusters Score -898914.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -898919.062500 Penalty: 2913.775391
	Iteration 106Q: 3 clusters Score -898919.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -898920.000000 Penalty: 2913.775391
	Iteration 107Q: 3 clusters Score -898920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -898923.250000 Penalty: 2913.775391
	Iteration 108Q: 3 clusters Score -898923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -898924.250000 Penalty: 2913.775391
	Iteration 109Q: 3 clusters Score -898924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -898926.625000 Penalty: 2913.775391
	Iteration 110Q: 3 clusters Score -898926.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -898928.625000 Penalty: 2913.775391
	Iteration 111Q: 3 clusters Score -898928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -898929.812500 Penalty: 2913.775391
	Iteration 112Q: 3 clusters Score -898929.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -898930.812500 Penalty: 2913.775391
	Iteration 113Q: 3 clusters Score -898930.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -898930.937500 Penalty: 2913.775391
	Iteration 114Q: 3 clusters Score -898930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -898931.250000 Penalty: 2913.775391
	Iteration 115Q: 3 clusters Score -898931.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -898930.687500 Penalty: 2913.775391
	Iteration 116Q: 3 clusters Score -898930.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -898929.937500 Penalty: 2913.775391
	Iteration 117Q: 3 clusters Score -898929.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -898929.937500 Penalty: 2913.775391
	Iteration 118F: 3 clusters Score -898929.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -737843.625000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -737843.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -732917.625000 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -732917.6 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -734346.875000 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -734346.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -734514.937500 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -734514.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -734648.375000 Penalty: 2850.039307
	Iteration 3Q: 3 clusters Score -734648.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -734779.437500 Penalty: 2850.039307
	Iteration 4Q: 3 clusters Score -734779.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -734894.312500 Penalty: 2850.039307
	Iteration 5Q: 3 clusters Score -734894.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -734995.437500 Penalty: 2850.039307
	Iteration 6Q: 3 clusters Score -734995.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -735102.375000 Penalty: 2850.039307
	Iteration 7Q: 3 clusters Score -735102.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -735230.500000 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -735230.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -735380.875000 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -735380.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -735553.562500 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -735553.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -735761.062500 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -735761.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -735954.375000 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -735954.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -736131.000000 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -736131 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -736273.500000 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -736273.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -736381.875000 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -736381.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -736471.125000 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -736471.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -736525.375000 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -736525.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -736561.937500 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -736561.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -736589.562500 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -736589.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -736606.500000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -736606.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -736621.875000 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -736621.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -736635.687500 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -736635.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -736641.000000 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -736641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -736640.562500 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -736640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -736642.000000 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -736642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -736643.687500 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -736643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -736645.750000 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -736645.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -736650.937500 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -736650.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -736652.187500 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -736652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -736653.000000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -736653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -736653.500000 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -736653.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -736654.750000 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -736654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -736659.187500 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -736659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -736659.187500 Penalty: 2850.039307
	Iteration 34F: 3 clusters Score -736659.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Entering Unmasked Estep 
Score: -413931.218750 Penalty: 1333.125854
	Iteration 0F: 2 clusters Score -413931.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -410784.000000 Penalty: 2666.251709
	Iteration 0F: 3 clusters Score -410784 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -411556.406250 Penalty: 2666.251709
	Iteration 1F: 3 clusters Score -411556.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -411676.062500 Penalty: 2666.251709
	Iteration 2F: 3 clusters Score -411676.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -411773.187500 Penalty: 2666.251709
	Iteration 3Q: 3 clusters Score -411773.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -411879.781250 Penalty: 2666.251709
	Iteration 4Q: 3 clusters Score -411879.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -412017.250000 Penalty: 2666.251709
	Iteration 5Q: 3 clusters Score -412017.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -412139.437500 Penalty: 2666.251709
	Iteration 6Q: 3 clusters Score -412139.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -412238.406250 Penalty: 2666.251709
	Iteration 7Q: 3 clusters Score -412238.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -412321.875000 Penalty: 2666.251709
	Iteration 8Q: 3 clusters Score -412321.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -412415.125000 Penalty: 2666.251709
	Iteration 9Q: 3 clusters Score -412415.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -412538.656250 Penalty: 2666.251709
	Iteration 10Q: 3 clusters Score -412538.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -412654.812500 Penalty: 2666.251709
	Iteration 11Q: 3 clusters Score -412654.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -412757.187500 Penalty: 2666.251709
	Iteration 12Q: 3 clusters Score -412757.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -412830.968750 Penalty: 2666.251709
	Iteration 13Q: 3 clusters Score -412831 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -412889.968750 Penalty: 2666.251709
	Iteration 14Q: 3 clusters Score -412890 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -412931.656250 Penalty: 2666.251709
	Iteration 15Q: 3 clusters Score -412931.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -412965.125000 Penalty: 2666.251709
	Iteration 16Q: 3 clusters Score -412965.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -412991.156250 Penalty: 2666.251709
	Iteration 17Q: 3 clusters Score -412991.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -413008.125000 Penalty: 2666.251709
	Iteration 18Q: 3 clusters Score -413008.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -413020.281250 Penalty: 2666.251709
	Iteration 19Q: 3 clusters Score -413020.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -413031.687500 Penalty: 2666.251709
	Iteration 20F: 3 clusters Score -413031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -413042.187500 Penalty: 2666.251709
	Iteration 21Q: 3 clusters Score -413042.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -413047.687500 Penalty: 2666.251709
	Iteration 22Q: 3 clusters Score -413047.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -413050.031250 Penalty: 2666.251709
	Iteration 23Q: 3 clusters Score -413050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -413052.406250 Penalty: 2666.251709
	Iteration 24Q: 3 clusters Score -413052.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -413055.656250 Penalty: 2666.251709
	Iteration 25Q: 3 clusters Score -413055.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -413058.687500 Penalty: 2666.251709
	Iteration 26Q: 3 clusters Score -413058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -413061.406250 Penalty: 2666.251709
	Iteration 27Q: 3 clusters Score -413061.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -413062.593750 Penalty: 2666.251709
	Iteration 28Q: 3 clusters Score -413062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -413063.250000 Penalty: 2666.251709
	Iteration 29Q: 3 clusters Score -413063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -413063.562500 Penalty: 2666.251709
	Iteration 30Q: 3 clusters Score -413063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -413063.562500 Penalty: 2666.251709
	Iteration 31F: 3 clusters Score -413063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Entering Unmasked Estep 
Score: -1164918.625000 Penalty: 1501.104492
	Iteration 0F: 2 clusters Score -1164919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1157544.500000 Penalty: 3002.208984
	Iteration 0F: 3 clusters Score -1157544 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1160049.750000 Penalty: 3002.208984
	Iteration 1F: 3 clusters Score -1160050 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1160470.125000 Penalty: 3002.208984
	Iteration 2F: 3 clusters Score -1160470 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1160829.125000 Penalty: 3002.208984
	Iteration 3F: 3 clusters Score -1160829 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1161165.750000 Penalty: 3002.208984
	Iteration 4F: 3 clusters Score -1161166 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1161483.000000 Penalty: 3002.208984
	Iteration 5Q: 3 clusters Score -1161483 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1161766.875000 Penalty: 3002.208984
	Iteration 6Q: 3 clusters Score -1161767 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1161995.750000 Penalty: 3002.208984
	Iteration 7Q: 3 clusters Score -1161996 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1162192.625000 Penalty: 3002.208984
	Iteration 8Q: 3 clusters Score -1162193 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1162370.500000 Penalty: 3002.208984
	Iteration 9Q: 3 clusters Score -1162370 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1162525.875000 Penalty: 3002.208984
	Iteration 10Q: 3 clusters Score -1162526 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1162638.250000 Penalty: 3002.208984
	Iteration 11Q: 3 clusters Score -1162638 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1162730.750000 Penalty: 3002.208984
	Iteration 12Q: 3 clusters Score -1162731 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1162816.125000 Penalty: 3002.208984
	Iteration 13Q: 3 clusters Score -1162816 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1162887.750000 Penalty: 3002.208984
	Iteration 14Q: 3 clusters Score -1162888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1162944.875000 Penalty: 3002.208984
	Iteration 15Q: 3 clusters Score -1162945 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1162984.375000 Penalty: 3002.208984
	Iteration 16Q: 3 clusters Score -1162984 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1163008.250000 Penalty: 3002.208984
	Iteration 17Q: 3 clusters Score -1163008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1163024.625000 Penalty: 3002.208984
	Iteration 18Q: 3 clusters Score -1163025 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1163036.625000 Penalty: 3002.208984
	Iteration 19Q: 3 clusters Score -1163037 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1163046.375000 Penalty: 3002.208984
	Iteration 20F: 3 clusters Score -1163046 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1163054.250000 Penalty: 3002.208984
	Iteration 21Q: 3 clusters Score -1163054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1163060.000000 Penalty: 3002.208984
	Iteration 22Q: 3 clusters Score -1163060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1163060.500000 Penalty: 3002.208984
	Iteration 23Q: 3 clusters Score -1163060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1163064.250000 Penalty: 3002.208984
	Iteration 24Q: 3 clusters Score -1163064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1163066.000000 Penalty: 3002.208984
	Iteration 25Q: 3 clusters Score -1163066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1163064.500000 Penalty: 3002.208984
	Iteration 26Q: 3 clusters Score -1163064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1163064.625000 Penalty: 3002.208984
	Iteration 27Q: 3 clusters Score -1163065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1163070.500000 Penalty: 3002.208984
	Iteration 28Q: 3 clusters Score -1163070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1163070.625000 Penalty: 3002.208984
	Iteration 29Q: 3 clusters Score -1163071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1163075.000000 Penalty: 3002.208984
	Iteration 30Q: 3 clusters Score -1163075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1163079.375000 Penalty: 3002.208984
	Iteration 31Q: 3 clusters Score -1163079 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1163079.875000 Penalty: 3002.208984
	Iteration 32Q: 3 clusters Score -1163080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1163085.250000 Penalty: 3002.208984
	Iteration 33Q: 3 clusters Score -1163085 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1163082.125000 Penalty: 3002.208984
	Iteration 34Q: 3 clusters Score -1163082 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1163085.375000 Penalty: 3002.208984
	Iteration 35Q: 3 clusters Score -1163085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1163085.750000 Penalty: 3002.208984
	Iteration 36Q: 3 clusters Score -1163086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1163088.375000 Penalty: 3002.208984
	Iteration 37Q: 3 clusters Score -1163088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1163090.125000 Penalty: 3002.208984
	Iteration 38Q: 3 clusters Score -1163090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1163088.875000 Penalty: 3002.208984
	Iteration 39Q: 3 clusters Score -1163089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -1163089.875000 Penalty: 3002.208984
	Iteration 40F: 3 clusters Score -1163090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1163092.500000 Penalty: 3002.208984
	Iteration 41Q: 3 clusters Score -1163092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1163093.000000 Penalty: 3002.208984
	Iteration 42Q: 3 clusters Score -1163093 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1163092.000000 Penalty: 3002.208984
	Iteration 43Q: 3 clusters Score -1163092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1163093.750000 Penalty: 3002.208984
	Iteration 44Q: 3 clusters Score -1163094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1163095.125000 Penalty: 3002.208984
	Iteration 45Q: 3 clusters Score -1163095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1163097.000000 Penalty: 3002.208984
	Iteration 46Q: 3 clusters Score -1163097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1163096.000000 Penalty: 3002.208984
	Iteration 47Q: 3 clusters Score -1163096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1163098.625000 Penalty: 3002.208984
	Iteration 48Q: 3 clusters Score -1163099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1163101.125000 Penalty: 3002.208984
	Iteration 49Q: 3 clusters Score -1163101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -1163101.125000 Penalty: 3002.208984
	Iteration 50Q: 3 clusters Score -1163101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1163100.625000 Penalty: 3002.208984
	Iteration 51Q: 3 clusters Score -1163101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1163103.125000 Penalty: 3002.208984
	Iteration 52Q: 3 clusters Score -1163103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -1163103.625000 Penalty: 3002.208984
	Iteration 53Q: 3 clusters Score -1163104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1163106.250000 Penalty: 3002.208984
	Iteration 54Q: 3 clusters Score -1163106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1163104.250000 Penalty: 3002.208984
	Iteration 55Q: 3 clusters Score -1163104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1163103.250000 Penalty: 3002.208984
	Iteration 56Q: 3 clusters Score -1163103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1163107.125000 Penalty: 3002.208984
	Iteration 57Q: 3 clusters Score -1163107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1163109.125000 Penalty: 3002.208984
	Iteration 58Q: 3 clusters Score -1163109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1163108.625000 Penalty: 3002.208984
	Iteration 59Q: 3 clusters Score -1163109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1163105.750000 Penalty: 3002.208984
	Iteration 60F: 3 clusters Score -1163106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1163107.250000 Penalty: 3002.208984
	Iteration 61Q: 3 clusters Score -1163107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1163107.000000 Penalty: 3002.208984
	Iteration 62Q: 3 clusters Score -1163107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1163107.000000 Penalty: 3002.208984
	Iteration 63F: 3 clusters Score -1163107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Entering Unmasked Estep 
Score: -38668.394531 Penalty: 1036.218140
	Iteration 0F: 2 clusters Score -38668.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -37636.160156 Penalty: 2072.436279
	Iteration 0F: 3 clusters Score -37636.16 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37957.742188 Penalty: 2072.436279
	Iteration 1F: 3 clusters Score -37957.74 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -38107.316406 Penalty: 2072.436279
	Iteration 2F: 3 clusters Score -38107.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -38167.644531 Penalty: 2072.436279
	Iteration 3F: 3 clusters Score -38167.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -38216.277344 Penalty: 2072.436279
	Iteration 4Q: 3 clusters Score -38216.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -38250.132812 Penalty: 2072.436279
	Iteration 5Q: 3 clusters Score -38250.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -38287.679688 Penalty: 2072.436279
	Iteration 6Q: 3 clusters Score -38287.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -38298.632812 Penalty: 2072.436279
	Iteration 7Q: 3 clusters Score -38298.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -38315.511719 Penalty: 2072.436279
	Iteration 8Q: 3 clusters Score -38315.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -38331.257812 Penalty: 2072.436279
	Iteration 9Q: 3 clusters Score -38331.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -38354.636719 Penalty: 2072.436279
	Iteration 10Q: 3 clusters Score -38354.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -38374.070312 Penalty: 2072.436279
	Iteration 11Q: 3 clusters Score -38374.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38390.054688 Penalty: 2072.436279
	Iteration 12Q: 3 clusters Score -38390.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -38396.042969 Penalty: 2072.436279
	Iteration 13Q: 3 clusters Score -38396.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -38426.152344 Penalty: 2072.436279
	Iteration 14Q: 3 clusters Score -38426.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -38438.550781 Penalty: 2072.436279
	Iteration 15Q: 3 clusters Score -38438.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38438.875000 Penalty: 2072.436279
	Iteration 16Q: 3 clusters Score -38438.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -38438.875000 Penalty: 2072.436279
	Iteration 17F: 3 clusters Score -38438.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -588252.625000 Penalty: 1387.961182
	Iteration 0F: 2 clusters Score -588252.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -584176.562500 Penalty: 2775.922363
	Iteration 0F: 3 clusters Score -584176.6 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -585268.437500 Penalty: 2775.922363
	Iteration 1F: 3 clusters Score -585268.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -585440.187500 Penalty: 2775.922363
	Iteration 2F: 3 clusters Score -585440.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -585569.187500 Penalty: 2775.922363
	Iteration 3F: 3 clusters Score -585569.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -585667.125000 Penalty: 2775.922363
	Iteration 4Q: 3 clusters Score -585667.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -585751.812500 Penalty: 2775.922363
	Iteration 5Q: 3 clusters Score -585751.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -585828.250000 Penalty: 2775.922363
	Iteration 6Q: 3 clusters Score -585828.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -585930.125000 Penalty: 2775.922363
	Iteration 7Q: 3 clusters Score -585930.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -586042.937500 Penalty: 2775.922363
	Iteration 8Q: 3 clusters Score -586042.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -586171.937500 Penalty: 2775.922363
	Iteration 9Q: 3 clusters Score -586171.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -586304.500000 Penalty: 2775.922363
	Iteration 10Q: 3 clusters Score -586304.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -586445.687500 Penalty: 2775.922363
	Iteration 11Q: 3 clusters Score -586445.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -586592.000000 Penalty: 2775.922363
	Iteration 12Q: 3 clusters Score -586592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -586730.062500 Penalty: 2775.922363
	Iteration 13Q: 3 clusters Score -586730.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -586836.875000 Penalty: 2775.922363
	Iteration 14Q: 3 clusters Score -586836.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -586902.875000 Penalty: 2775.922363
	Iteration 15Q: 3 clusters Score -586902.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -586945.312500 Penalty: 2775.922363
	Iteration 16Q: 3 clusters Score -586945.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -586978.437500 Penalty: 2775.922363
	Iteration 17Q: 3 clusters Score -586978.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -587005.125000 Penalty: 2775.922363
	Iteration 18Q: 3 clusters Score -587005.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -587034.125000 Penalty: 2775.922363
	Iteration 19Q: 3 clusters Score -587034.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -587058.250000 Penalty: 2775.922363
	Iteration 20F: 3 clusters Score -587058.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -587070.125000 Penalty: 2775.922363
	Iteration 21Q: 3 clusters Score -587070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -587079.062500 Penalty: 2775.922363
	Iteration 22Q: 3 clusters Score -587079.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -587086.375000 Penalty: 2775.922363
	Iteration 23Q: 3 clusters Score -587086.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -587090.250000 Penalty: 2775.922363
	Iteration 24Q: 3 clusters Score -587090.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -587095.625000 Penalty: 2775.922363
	Iteration 25Q: 3 clusters Score -587095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -587102.562500 Penalty: 2775.922363
	Iteration 26Q: 3 clusters Score -587102.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -587107.125000 Penalty: 2775.922363
	Iteration 27Q: 3 clusters Score -587107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -587112.000000 Penalty: 2775.922363
	Iteration 28Q: 3 clusters Score -587112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -587119.125000 Penalty: 2775.922363
	Iteration 29Q: 3 clusters Score -587119.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -587121.437500 Penalty: 2775.922363
	Iteration 30Q: 3 clusters Score -587121.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -587121.187500 Penalty: 2775.922363
	Iteration 31Q: 3 clusters Score -587121.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -587121.187500 Penalty: 2775.922363
	Iteration 32F: 3 clusters Score -587121.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Entering Unmasked Estep 
Score: -119600.156250 Penalty: 1136.514160
	Iteration 0F: 2 clusters Score -119600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118093.164062 Penalty: 2273.028320
	Iteration 0F: 3 clusters Score -118093.2 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -118431.148438 Penalty: 2273.028320
	Iteration 1F: 3 clusters Score -118431.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118525.328125 Penalty: 2273.028320
	Iteration 2F: 3 clusters Score -118525.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118566.093750 Penalty: 2273.028320
	Iteration 3Q: 3 clusters Score -118566.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118574.289062 Penalty: 2273.028320
	Iteration 4Q: 3 clusters Score -118574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118583.398438 Penalty: 2273.028320
	Iteration 5Q: 3 clusters Score -118583.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118588.156250 Penalty: 2273.028320
	Iteration 6Q: 3 clusters Score -118588.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118588.656250 Penalty: 2273.028320
	Iteration 7Q: 3 clusters Score -118588.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118588.984375 Penalty: 2273.028320
	Iteration 8Q: 3 clusters Score -118589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -118588.984375 Penalty: 2273.028320
	Iteration 9F: 3 clusters Score -118589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -194842.703125 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -194842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192891.281250 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -192891.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -193273.437500 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -193273.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -193393.250000 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -193393.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -193490.218750 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -193490.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -193564.234375 Penalty: 2428.193115
	Iteration 4Q: 3 clusters Score -193564.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -193627.500000 Penalty: 2428.193115
	Iteration 5Q: 3 clusters Score -193627.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -193710.812500 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -193710.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -193805.250000 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -193805.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -193886.296875 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -193886.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -193962.218750 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -193962.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -194044.593750 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -194044.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -194110.296875 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -194110.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -194186.812500 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -194186.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -194250.453125 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -194250.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -194291.671875 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -194291.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -194327.687500 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -194327.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -194344.328125 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -194344.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -194352.062500 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -194352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -194353.375000 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -194353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -194358.250000 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -194358.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -194369.218750 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -194369.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -194375.062500 Penalty: 2428.193115
	Iteration 21Q: 3 clusters Score -194375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -194376.812500 Penalty: 2428.193115
	Iteration 22Q: 3 clusters Score -194376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -194380.796875 Penalty: 2428.193115
	Iteration 23Q: 3 clusters Score -194380.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -194381.265625 Penalty: 2428.193115
	Iteration 24Q: 3 clusters Score -194381.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -194381.937500 Penalty: 2428.193115
	Iteration 25Q: 3 clusters Score -194381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -194381.937500 Penalty: 2428.193115
	Iteration 26F: 3 clusters Score -194381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Entering Unmasked Estep 
Score: -1082224.750000 Penalty: 1485.811035
	Iteration 0F: 2 clusters Score -1082225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1075529.625000 Penalty: 2971.622070
	Iteration 0F: 3 clusters Score -1075530 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1077617.625000 Penalty: 2971.622070
	Iteration 1F: 3 clusters Score -1077618 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1077973.500000 Penalty: 2971.622070
	Iteration 2F: 3 clusters Score -1077974 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1078285.125000 Penalty: 2971.622070
	Iteration 3F: 3 clusters Score -1078285 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1078526.625000 Penalty: 2971.622070
	Iteration 4F: 3 clusters Score -1078527 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1078747.250000 Penalty: 2971.622070
	Iteration 5Q: 3 clusters Score -1078747 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1078981.000000 Penalty: 2971.622070
	Iteration 6Q: 3 clusters Score -1078981 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1079189.375000 Penalty: 2971.622070
	Iteration 7Q: 3 clusters Score -1079189 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1079397.750000 Penalty: 2971.622070
	Iteration 8Q: 3 clusters Score -1079398 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1079621.750000 Penalty: 2971.622070
	Iteration 9Q: 3 clusters Score -1079622 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1079815.500000 Penalty: 2971.622070
	Iteration 10Q: 3 clusters Score -1079816 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1079969.375000 Penalty: 2971.622070
	Iteration 11Q: 3 clusters Score -1079969 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1080103.000000 Penalty: 2971.622070
	Iteration 12Q: 3 clusters Score -1080103 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1080236.125000 Penalty: 2971.622070
	Iteration 13Q: 3 clusters Score -1080236 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1080365.375000 Penalty: 2971.622070
	Iteration 14Q: 3 clusters Score -1080365 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1080482.125000 Penalty: 2971.622070
	Iteration 15Q: 3 clusters Score -1080482 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1080563.000000 Penalty: 2971.622070
	Iteration 16Q: 3 clusters Score -1080563 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1080619.625000 Penalty: 2971.622070
	Iteration 17Q: 3 clusters Score -1080620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1080670.375000 Penalty: 2971.622070
	Iteration 18Q: 3 clusters Score -1080670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1080715.125000 Penalty: 2971.622070
	Iteration 19Q: 3 clusters Score -1080715 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1080760.750000 Penalty: 2971.622070
	Iteration 20F: 3 clusters Score -1080761 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1080799.500000 Penalty: 2971.622070
	Iteration 21Q: 3 clusters Score -1080800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1080842.000000 Penalty: 2971.622070
	Iteration 22Q: 3 clusters Score -1080842 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1080867.500000 Penalty: 2971.622070
	Iteration 23Q: 3 clusters Score -1080868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1080879.125000 Penalty: 2971.622070
	Iteration 24Q: 3 clusters Score -1080879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1080893.500000 Penalty: 2971.622070
	Iteration 25Q: 3 clusters Score -1080894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1080899.625000 Penalty: 2971.622070
	Iteration 26Q: 3 clusters Score -1080900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1080910.500000 Penalty: 2971.622070
	Iteration 27Q: 3 clusters Score -1080910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1080920.625000 Penalty: 2971.622070
	Iteration 28Q: 3 clusters Score -1080921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1080923.250000 Penalty: 2971.622070
	Iteration 29Q: 3 clusters Score -1080923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1080928.250000 Penalty: 2971.622070
	Iteration 30Q: 3 clusters Score -1080928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1080932.375000 Penalty: 2971.622070
	Iteration 31Q: 3 clusters Score -1080932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1080934.250000 Penalty: 2971.622070
	Iteration 32Q: 3 clusters Score -1080934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1080935.250000 Penalty: 2971.622070
	Iteration 33Q: 3 clusters Score -1080935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1080935.625000 Penalty: 2971.622070
	Iteration 34Q: 3 clusters Score -1080936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1080935.125000 Penalty: 2971.622070
	Iteration 35Q: 3 clusters Score -1080935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1080936.375000 Penalty: 2971.622070
	Iteration 36Q: 3 clusters Score -1080936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1080936.750000 Penalty: 2971.622070
	Iteration 37Q: 3 clusters Score -1080937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1080937.125000 Penalty: 2971.622070
	Iteration 38Q: 3 clusters Score -1080937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1080939.875000 Penalty: 2971.622070
	Iteration 39Q: 3 clusters Score -1080940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1080939.375000 Penalty: 2971.622070
	Iteration 40F: 3 clusters Score -1080939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Entering Unmasked Estep 
Score: -378495.468750 Penalty: 1319.111816
	Iteration 0F: 2 clusters Score -378495.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -375509.968750 Penalty: 2638.223633
	Iteration 0F: 3 clusters Score -375510 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -376234.656250 Penalty: 2638.223633
	Iteration 1F: 3 clusters Score -376234.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -376391.718750 Penalty: 2638.223633
	Iteration 2F: 3 clusters Score -376391.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -376505.625000 Penalty: 2638.223633
	Iteration 3F: 3 clusters Score -376505.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -376619.875000 Penalty: 2638.223633
	Iteration 4Q: 3 clusters Score -376619.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -376735.000000 Penalty: 2638.223633
	Iteration 5Q: 3 clusters Score -376735 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -376856.125000 Penalty: 2638.223633
	Iteration 6Q: 3 clusters Score -376856.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -376968.093750 Penalty: 2638.223633
	Iteration 7Q: 3 clusters Score -376968.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -377064.625000 Penalty: 2638.223633
	Iteration 8Q: 3 clusters Score -377064.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -377172.687500 Penalty: 2638.223633
	Iteration 9Q: 3 clusters Score -377172.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -377287.093750 Penalty: 2638.223633
	Iteration 10Q: 3 clusters Score -377287.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -377397.250000 Penalty: 2638.223633
	Iteration 11Q: 3 clusters Score -377397.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -377506.656250 Penalty: 2638.223633
	Iteration 12Q: 3 clusters Score -377506.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -377602.843750 Penalty: 2638.223633
	Iteration 13Q: 3 clusters Score -377602.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -377675.218750 Penalty: 2638.223633
	Iteration 14Q: 3 clusters Score -377675.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -377717.062500 Penalty: 2638.223633
	Iteration 15Q: 3 clusters Score -377717.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -377740.625000 Penalty: 2638.223633
	Iteration 16Q: 3 clusters Score -377740.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -377754.687500 Penalty: 2638.223633
	Iteration 17Q: 3 clusters Score -377754.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -377764.750000 Penalty: 2638.223633
	Iteration 18Q: 3 clusters Score -377764.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -377771.593750 Penalty: 2638.223633
	Iteration 19Q: 3 clusters Score -377771.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -377776.500000 Penalty: 2638.223633
	Iteration 20F: 3 clusters Score -377776.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -377779.218750 Penalty: 2638.223633
	Iteration 21Q: 3 clusters Score -377779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -377781.531250 Penalty: 2638.223633
	Iteration 22Q: 3 clusters Score -377781.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -377785.031250 Penalty: 2638.223633
	Iteration 23Q: 3 clusters Score -377785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -377788.093750 Penalty: 2638.223633
	Iteration 24Q: 3 clusters Score -377788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -377790.343750 Penalty: 2638.223633
	Iteration 25Q: 3 clusters Score -377790.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -377791.812500 Penalty: 2638.223633
	Iteration 26Q: 3 clusters Score -377791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -377793.343750 Penalty: 2638.223633
	Iteration 27Q: 3 clusters Score -377793.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -377793.437500 Penalty: 2638.223633
	Iteration 28Q: 3 clusters Score -377793.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -377793.968750 Penalty: 2638.223633
	Iteration 29Q: 3 clusters Score -377794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -377794.937500 Penalty: 2638.223633
	Iteration 30Q: 3 clusters Score -377794.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -377795.437500 Penalty: 2638.223633
	Iteration 31Q: 3 clusters Score -377795.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -377795.437500 Penalty: 2638.223633
	Iteration 32F: 3 clusters Score -377795.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (89346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Entering Unmasked Estep 
Score: -10246459.000000 Penalty: 1852.544067
	Iteration 0F: 2 clusters Score -1.024646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 44725 members 
Entering Unmasked Estep 
Score: -10186674.000000 Penalty: 3705.088135
	Iteration 0F: 3 clusters Score -1.018667e+07 nChanged 42722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -10212158.000000 Penalty: 3705.088135
	Iteration 1F: 3 clusters Score -1.021216e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -10213333.000000 Penalty: 3705.088135
	Iteration 2Q: 3 clusters Score -1.021333e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46029 members 
Mstep: Class 2 contains 43317 members 
Entering Unmasked Estep 
Score: -10214488.000000 Penalty: 3705.088135
	Iteration 3Q: 3 clusters Score -1.021449e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46060 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -10215684.000000 Penalty: 3705.088135
	Iteration 4Q: 3 clusters Score -1.021568e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -10216914.000000 Penalty: 3705.088135
	Iteration 5Q: 3 clusters Score -1.021691e+07 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -10218205.000000 Penalty: 3705.088135
	Iteration 6Q: 3 clusters Score -1.02182e+07 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -10219859.000000 Penalty: 3705.088135
	Iteration 7Q: 3 clusters Score -1.021986e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -10221776.000000 Penalty: 3705.088135
	Iteration 8Q: 3 clusters Score -1.022178e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -10224389.000000 Penalty: 3705.088135
	Iteration 9Q: 3 clusters Score -1.022439e+07 nChanged 4548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 50023 members 
Entering Unmasked Estep 
Score: -10227096.000000 Penalty: 3705.088135
	Iteration 10F: 3 clusters Score -1.02271e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -10229235.000000 Penalty: 3705.088135
	Iteration 11Q: 3 clusters Score -1.022924e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -10230557.000000 Penalty: 3705.088135
	Iteration 12Q: 3 clusters Score -1.023056e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 53985 members 
Entering Unmasked Estep 
Score: -10231226.000000 Penalty: 3705.088135
	Iteration 13Q: 3 clusters Score -1.023123e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 55000 members 
Entering Unmasked Estep 
Score: -10231476.000000 Penalty: 3705.088135
	Iteration 14Q: 3 clusters Score -1.023148e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 56034 members 
Entering Unmasked Estep 
Score: -10231722.000000 Penalty: 3705.088135
	Iteration 15Q: 3 clusters Score -1.023172e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -10231968.000000 Penalty: 3705.088135
	Iteration 16Q: 3 clusters Score -1.023197e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -10232216.000000 Penalty: 3705.088135
	Iteration 17Q: 3 clusters Score -1.023222e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29923 members 
Mstep: Class 2 contains 59423 members 
Entering Unmasked Estep 
Score: -10232430.000000 Penalty: 3705.088135
	Iteration 18Q: 3 clusters Score -1.023243e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -10232737.000000 Penalty: 3705.088135
	Iteration 19Q: 3 clusters Score -1.023274e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 62079 members 
Entering Unmasked Estep 
Score: -10233107.000000 Penalty: 3705.088135
	Iteration 20F: 3 clusters Score -1.023311e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 63516 members 
Entering Unmasked Estep 
Score: -10233472.000000 Penalty: 3705.088135
	Iteration 21Q: 3 clusters Score -1.023347e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 65014 members 
Entering Unmasked Estep 
Score: -10233900.000000 Penalty: 3705.088135
	Iteration 22Q: 3 clusters Score -1.02339e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 66564 members 
Entering Unmasked Estep 
Score: -10234351.000000 Penalty: 3705.088135
	Iteration 23Q: 3 clusters Score -1.023435e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -10234916.000000 Penalty: 3705.088135
	Iteration 24Q: 3 clusters Score -1.023492e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 69856 members 
Entering Unmasked Estep 
Score: -10235470.000000 Penalty: 3705.088135
	Iteration 25Q: 3 clusters Score -1.023547e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 71635 members 
Entering Unmasked Estep 
Score: -10236165.000000 Penalty: 3705.088135
	Iteration 26Q: 3 clusters Score -1.023616e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 73433 members 
Entering Unmasked Estep 
Score: -10236931.000000 Penalty: 3705.088135
	Iteration 27Q: 3 clusters Score -1.023693e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -10237797.000000 Penalty: 3705.088135
	Iteration 28Q: 3 clusters Score -1.02378e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 76982 members 
Entering Unmasked Estep 
Score: -10238632.000000 Penalty: 3705.088135
	Iteration 29Q: 3 clusters Score -1.023863e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 78724 members 
Entering Unmasked Estep 
Score: -10239639.000000 Penalty: 3705.088135
	Iteration 30Q: 3 clusters Score -1.023964e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 80442 members 
Entering Unmasked Estep 
Score: -10240728.000000 Penalty: 3705.088135
	Iteration 31Q: 3 clusters Score -1.024073e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -10241845.000000 Penalty: 3705.088135
	Iteration 32Q: 3 clusters Score -1.024184e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 83478 members 
Entering Unmasked Estep 
Score: -10243018.000000 Penalty: 3705.088135
	Iteration 33Q: 3 clusters Score -1.024302e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -10244077.000000 Penalty: 3705.088135
	Iteration 34Q: 3 clusters Score -1.024408e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 85687 members 
Entering Unmasked Estep 
Score: -10245022.000000 Penalty: 3705.088135
	Iteration 35Q: 3 clusters Score -1.024502e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -10245697.000000 Penalty: 3705.088135
	Iteration 36Q: 3 clusters Score -1.02457e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -10246361.000000 Penalty: 3705.088135
	Iteration 37Q: 3 clusters Score -1.024636e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 87558 members 
Entering Unmasked Estep 
Score: -10247054.000000 Penalty: 3705.088135
	Iteration 38Q: 3 clusters Score -1.024705e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 87961 members 
Entering Unmasked Estep 
Score: -10247827.000000 Penalty: 3705.088135
	Iteration 39Q: 3 clusters Score -1.024783e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 88309 members 
Entering Unmasked Estep 
Score: -10248902.000000 Penalty: 3705.088135
	Iteration 40F: 3 clusters Score -1.02489e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 88634 members 
Entering Unmasked Estep 
Score: -10251074.000000 Penalty: 3705.088135
	Iteration 41Q: 3 clusters Score -1.025107e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 88854 members 
Entering Unmasked Estep 
Score: -10255391.000000 Penalty: 3705.088135
	Iteration 42Q: 3 clusters Score -1.025539e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 88919 members 
Entering Unmasked Estep 
Score: -10258286.000000 Penalty: 3705.088135
	Iteration 43Q: 3 clusters Score -1.025829e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 88946 members 
Entering Unmasked Estep 
Score: -10258973.000000 Penalty: 3705.088135
	Iteration 44Q: 3 clusters Score -1.025897e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 88962 members 
Entering Unmasked Estep 
Score: -10259425.000000 Penalty: 3705.088135
	Iteration 45Q: 3 clusters Score -1.025942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 88967 members 
Entering Unmasked Estep 
Score: -10259529.000000 Penalty: 3705.088135
	Iteration 46Q: 3 clusters Score -1.025953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -10259544.000000 Penalty: 3705.088135
	Iteration 47Q: 3 clusters Score -1.025954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -10259544.000000 Penalty: 3705.088135
	Iteration 48F: 3 clusters Score -1.025954e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 8117 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 88968 members 
Entering Unmasked Estep 
Score: -40137764.000000 Penalty: 91508.632812
Splitting cluster 16 changes total score from -40125020.000000 to -40137764.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 17 (15638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Entering Unmasked Estep 
Score: -1793858.625000 Penalty: 1569.337158
	Iteration 0F: 2 clusters Score -1793859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1783093.250000 Penalty: 3138.674316
	Iteration 0F: 3 clusters Score -1783093 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1787049.625000 Penalty: 3138.674316
	Iteration 1F: 3 clusters Score -1787050 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1787630.250000 Penalty: 3138.674316
	Iteration 2F: 3 clusters Score -1787630 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1788383.000000 Penalty: 3138.674316
	Iteration 3F: 3 clusters Score -1788383 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1789306.125000 Penalty: 3138.674316
	Iteration 4F: 3 clusters Score -1789306 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1790188.875000 Penalty: 3138.674316
	Iteration 5F: 3 clusters Score -1790189 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1790853.000000 Penalty: 3138.674316
	Iteration 6F: 3 clusters Score -1790853 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1791290.625000 Penalty: 3138.674316
	Iteration 7Q: 3 clusters Score -1791291 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1791534.375000 Penalty: 3138.674316
	Iteration 8Q: 3 clusters Score -1791534 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1791634.625000 Penalty: 3138.674316
	Iteration 9Q: 3 clusters Score -1791635 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1791684.000000 Penalty: 3138.674316
	Iteration 10Q: 3 clusters Score -1791684 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1791714.000000 Penalty: 3138.674316
	Iteration 11Q: 3 clusters Score -1791714 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1791738.625000 Penalty: 3138.674316
	Iteration 12Q: 3 clusters Score -1791739 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1791760.875000 Penalty: 3138.674316
	Iteration 13Q: 3 clusters Score -1791761 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1791785.125000 Penalty: 3138.674316
	Iteration 14Q: 3 clusters Score -1791785 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1791808.250000 Penalty: 3138.674316
	Iteration 15Q: 3 clusters Score -1791808 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1791840.250000 Penalty: 3138.674316
	Iteration 16Q: 3 clusters Score -1791840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1791865.875000 Penalty: 3138.674316
	Iteration 17Q: 3 clusters Score -1791866 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1791890.375000 Penalty: 3138.674316
	Iteration 18Q: 3 clusters Score -1791890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1791916.125000 Penalty: 3138.674316
	Iteration 19Q: 3 clusters Score -1791916 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1791940.875000 Penalty: 3138.674316
	Iteration 20F: 3 clusters Score -1791941 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1791956.875000 Penalty: 3138.674316
	Iteration 21Q: 3 clusters Score -1791957 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1791976.375000 Penalty: 3138.674316
	Iteration 22Q: 3 clusters Score -1791976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1791997.625000 Penalty: 3138.674316
	Iteration 23Q: 3 clusters Score -1791998 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1792023.625000 Penalty: 3138.674316
	Iteration 24Q: 3 clusters Score -1792024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1792055.875000 Penalty: 3138.674316
	Iteration 25Q: 3 clusters Score -1792056 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1792082.250000 Penalty: 3138.674316
	Iteration 26Q: 3 clusters Score -1792082 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1792109.375000 Penalty: 3138.674316
	Iteration 27Q: 3 clusters Score -1792109 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1792142.125000 Penalty: 3138.674316
	Iteration 28Q: 3 clusters Score -1792142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1792161.875000 Penalty: 3138.674316
	Iteration 29Q: 3 clusters Score -1792162 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1792184.000000 Penalty: 3138.674316
	Iteration 30Q: 3 clusters Score -1792184 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -1792205.625000 Penalty: 3138.674316
	Iteration 31Q: 3 clusters Score -1792206 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1792232.875000 Penalty: 3138.674316
	Iteration 32Q: 3 clusters Score -1792233 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1792254.500000 Penalty: 3138.674316
	Iteration 33Q: 3 clusters Score -1792254 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1792273.500000 Penalty: 3138.674316
	Iteration 34Q: 3 clusters Score -1792274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -1792309.500000 Penalty: 3138.674316
	Iteration 35Q: 3 clusters Score -1792310 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1792330.625000 Penalty: 3138.674316
	Iteration 36Q: 3 clusters Score -1792331 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1792346.375000 Penalty: 3138.674316
	Iteration 37Q: 3 clusters Score -1792346 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1792356.000000 Penalty: 3138.674316
	Iteration 38Q: 3 clusters Score -1792356 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1792370.250000 Penalty: 3138.674316
	Iteration 39Q: 3 clusters Score -1792370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1792376.750000 Penalty: 3138.674316
	Iteration 40F: 3 clusters Score -1792377 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1792389.125000 Penalty: 3138.674316
	Iteration 41Q: 3 clusters Score -1792389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1792396.750000 Penalty: 3138.674316
	Iteration 42Q: 3 clusters Score -1792397 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1792403.375000 Penalty: 3138.674316
	Iteration 43Q: 3 clusters Score -1792403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1792417.500000 Penalty: 3138.674316
	Iteration 44Q: 3 clusters Score -1792418 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1792430.750000 Penalty: 3138.674316
	Iteration 45Q: 3 clusters Score -1792431 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1792437.375000 Penalty: 3138.674316
	Iteration 46Q: 3 clusters Score -1792437 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1792448.500000 Penalty: 3138.674316
	Iteration 47Q: 3 clusters Score -1792448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1792450.875000 Penalty: 3138.674316
	Iteration 48Q: 3 clusters Score -1792451 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1792455.250000 Penalty: 3138.674316
	Iteration 49Q: 3 clusters Score -1792455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1792470.875000 Penalty: 3138.674316
	Iteration 50Q: 3 clusters Score -1792471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1792484.250000 Penalty: 3138.674316
	Iteration 51Q: 3 clusters Score -1792484 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1792487.750000 Penalty: 3138.674316
	Iteration 52Q: 3 clusters Score -1792488 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1792494.625000 Penalty: 3138.674316
	Iteration 53Q: 3 clusters Score -1792495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1792493.750000 Penalty: 3138.674316
	Iteration 54Q: 3 clusters Score -1792494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1792502.500000 Penalty: 3138.674316
	Iteration 55Q: 3 clusters Score -1792502 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1792504.500000 Penalty: 3138.674316
	Iteration 56Q: 3 clusters Score -1792504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1792506.625000 Penalty: 3138.674316
	Iteration 57Q: 3 clusters Score -1792507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1792514.625000 Penalty: 3138.674316
	Iteration 58Q: 3 clusters Score -1792515 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1792519.375000 Penalty: 3138.674316
	Iteration 59Q: 3 clusters Score -1792519 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1792526.625000 Penalty: 3138.674316
	Iteration 60F: 3 clusters Score -1792527 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1792542.250000 Penalty: 3138.674316
	Iteration 61Q: 3 clusters Score -1792542 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1792555.500000 Penalty: 3138.674316
	Iteration 62Q: 3 clusters Score -1792556 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1792570.125000 Penalty: 3138.674316
	Iteration 63Q: 3 clusters Score -1792570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1792584.500000 Penalty: 3138.674316
	Iteration 64Q: 3 clusters Score -1792584 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1792594.625000 Penalty: 3138.674316
	Iteration 65Q: 3 clusters Score -1792595 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1792615.625000 Penalty: 3138.674316
	Iteration 66Q: 3 clusters Score -1792616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1792635.750000 Penalty: 3138.674316
	Iteration 67Q: 3 clusters Score -1792636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1792654.375000 Penalty: 3138.674316
	Iteration 68Q: 3 clusters Score -1792654 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -1792675.000000 Penalty: 3138.674316
	Iteration 69Q: 3 clusters Score -1792675 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -1792688.000000 Penalty: 3138.674316
	Iteration 70Q: 3 clusters Score -1792688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -1792706.625000 Penalty: 3138.674316
	Iteration 71Q: 3 clusters Score -1792707 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1792729.250000 Penalty: 3138.674316
	Iteration 72Q: 3 clusters Score -1792729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -1792747.500000 Penalty: 3138.674316
	Iteration 73Q: 3 clusters Score -1792748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1792773.625000 Penalty: 3138.674316
	Iteration 74Q: 3 clusters Score -1792774 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1792786.875000 Penalty: 3138.674316
	Iteration 75Q: 3 clusters Score -1792787 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1792803.750000 Penalty: 3138.674316
	Iteration 76Q: 3 clusters Score -1792804 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1792822.750000 Penalty: 3138.674316
	Iteration 77Q: 3 clusters Score -1792823 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1792848.375000 Penalty: 3138.674316
	Iteration 78Q: 3 clusters Score -1792848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1792863.375000 Penalty: 3138.674316
	Iteration 79Q: 3 clusters Score -1792863 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1792873.375000 Penalty: 3138.674316
	Iteration 80F: 3 clusters Score -1792873 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1792883.625000 Penalty: 3138.674316
	Iteration 81Q: 3 clusters Score -1792884 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -1792884.000000 Penalty: 3138.674316
	Iteration 82Q: 3 clusters Score -1792884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1792896.250000 Penalty: 3138.674316
	Iteration 83Q: 3 clusters Score -1792896 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1792901.500000 Penalty: 3138.674316
	Iteration 84Q: 3 clusters Score -1792902 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1792908.125000 Penalty: 3138.674316
	Iteration 85Q: 3 clusters Score -1792908 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1792914.375000 Penalty: 3138.674316
	Iteration 86Q: 3 clusters Score -1792914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1792916.000000 Penalty: 3138.674316
	Iteration 87Q: 3 clusters Score -1792916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1792919.875000 Penalty: 3138.674316
	Iteration 88Q: 3 clusters Score -1792920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -1792923.625000 Penalty: 3138.674316
	Iteration 89Q: 3 clusters Score -1792924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1792925.000000 Penalty: 3138.674316
	Iteration 90Q: 3 clusters Score -1792925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -1792928.375000 Penalty: 3138.674316
	Iteration 91Q: 3 clusters Score -1792928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -1792936.625000 Penalty: 3138.674316
	Iteration 92Q: 3 clusters Score -1792937 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1792939.375000 Penalty: 3138.674316
	Iteration 93Q: 3 clusters Score -1792939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1792944.625000 Penalty: 3138.674316
	Iteration 94Q: 3 clusters Score -1792945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1792944.625000 Penalty: 3138.674316
	Iteration 95Q: 3 clusters Score -1792945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1792945.375000 Penalty: 3138.674316
	Iteration 96Q: 3 clusters Score -1792945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1792947.750000 Penalty: 3138.674316
	Iteration 97Q: 3 clusters Score -1792948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1792944.250000 Penalty: 3138.674316
	Iteration 98Q: 3 clusters Score -1792944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1792948.125000 Penalty: 3138.674316
	Iteration 99Q: 3 clusters Score -1792948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1792945.625000 Penalty: 3138.674316
	Iteration 100F: 3 clusters Score -1792946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1792950.000000 Penalty: 3138.674316
	Iteration 101Q: 3 clusters Score -1792950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -1792954.375000 Penalty: 3138.674316
	Iteration 102Q: 3 clusters Score -1792954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1792956.250000 Penalty: 3138.674316
	Iteration 103Q: 3 clusters Score -1792956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1792954.125000 Penalty: 3138.674316
	Iteration 104Q: 3 clusters Score -1792954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1792956.750000 Penalty: 3138.674316
	Iteration 105Q: 3 clusters Score -1792957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1792960.750000 Penalty: 3138.674316
	Iteration 106Q: 3 clusters Score -1792961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1792960.875000 Penalty: 3138.674316
	Iteration 107Q: 3 clusters Score -1792961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1792958.625000 Penalty: 3138.674316
	Iteration 108Q: 3 clusters Score -1792959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1792963.000000 Penalty: 3138.674316
	Iteration 109Q: 3 clusters Score -1792963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -1792961.000000 Penalty: 3138.674316
	Iteration 110Q: 3 clusters Score -1792961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1792964.125000 Penalty: 3138.674316
	Iteration 111Q: 3 clusters Score -1792964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1792966.750000 Penalty: 3138.674316
	Iteration 112Q: 3 clusters Score -1792967 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1792965.750000 Penalty: 3138.674316
	Iteration 113Q: 3 clusters Score -1792966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1792965.625000 Penalty: 3138.674316
	Iteration 114Q: 3 clusters Score -1792966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -1792969.375000 Penalty: 3138.674316
	Iteration 115Q: 3 clusters Score -1792969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1792972.375000 Penalty: 3138.674316
	Iteration 116Q: 3 clusters Score -1792972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1792967.375000 Penalty: 3138.674316
	Iteration 117Q: 3 clusters Score -1792967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1792969.500000 Penalty: 3138.674316
	Iteration 118Q: 3 clusters Score -1792970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1792969.500000 Penalty: 3138.674316
	Iteration 119Q: 3 clusters Score -1792970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1792968.625000 Penalty: 3138.674316
	Iteration 120F: 3 clusters Score -1792969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1792969.250000 Penalty: 3138.674316
	Iteration 121Q: 3 clusters Score -1792969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1792969.625000 Penalty: 3138.674316
	Iteration 122Q: 3 clusters Score -1792970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -1792970.125000 Penalty: 3138.674316
	Iteration 123Q: 3 clusters Score -1792970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1792969.125000 Penalty: 3138.674316
	Iteration 124Q: 3 clusters Score -1792969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1792968.750000 Penalty: 3138.674316
	Iteration 125Q: 3 clusters Score -1792969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1792968.875000 Penalty: 3138.674316
	Iteration 126Q: 3 clusters Score -1792969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1792969.250000 Penalty: 3138.674316
	Iteration 127Q: 3 clusters Score -1792969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1792969.750000 Penalty: 3138.674316
	Iteration 128Q: 3 clusters Score -1792970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1792973.500000 Penalty: 3138.674316
	Iteration 129Q: 3 clusters Score -1792974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1792974.625000 Penalty: 3138.674316
	Iteration 130Q: 3 clusters Score -1792975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1792975.000000 Penalty: 3138.674316
	Iteration 131Q: 3 clusters Score -1792975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1792975.500000 Penalty: 3138.674316
	Iteration 132Q: 3 clusters Score -1792976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1792973.750000 Penalty: 3138.674316
	Iteration 133Q: 3 clusters Score -1792974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1792974.625000 Penalty: 3138.674316
	Iteration 134Q: 3 clusters Score -1792975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1792976.000000 Penalty: 3138.674316
	Iteration 135Q: 3 clusters Score -1792976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -1792974.250000 Penalty: 3138.674316
	Iteration 136Q: 3 clusters Score -1792974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1792976.500000 Penalty: 3138.674316
	Iteration 137Q: 3 clusters Score -1792976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1792976.375000 Penalty: 3138.674316
	Iteration 138Q: 3 clusters Score -1792976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1792976.375000 Penalty: 3138.674316
	Iteration 139F: 3 clusters Score -1792976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Entering Unmasked Estep 
Score: -634541.750000 Penalty: 1415.796875
	Iteration 0F: 2 clusters Score -634541.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -629886.562500 Penalty: 2831.593750
	Iteration 0F: 3 clusters Score -629886.6 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -631409.687500 Penalty: 2831.593750
	Iteration 1F: 3 clusters Score -631409.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -631828.187500 Penalty: 2831.593750
	Iteration 2F: 3 clusters Score -631828.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -632247.750000 Penalty: 2831.593750
	Iteration 3F: 3 clusters Score -632247.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -632746.000000 Penalty: 2831.593750
	Iteration 4F: 3 clusters Score -632746 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -633148.125000 Penalty: 2831.593750
	Iteration 5F: 3 clusters Score -633148.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -633424.312500 Penalty: 2831.593750
	Iteration 6F: 3 clusters Score -633424.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -633561.062500 Penalty: 2831.593750
	Iteration 7Q: 3 clusters Score -633561.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -633629.812500 Penalty: 2831.593750
	Iteration 8Q: 3 clusters Score -633629.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -633673.625000 Penalty: 2831.593750
	Iteration 9Q: 3 clusters Score -633673.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -633695.812500 Penalty: 2831.593750
	Iteration 10Q: 3 clusters Score -633695.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -633716.437500 Penalty: 2831.593750
	Iteration 11Q: 3 clusters Score -633716.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -633737.500000 Penalty: 2831.593750
	Iteration 12Q: 3 clusters Score -633737.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -633748.625000 Penalty: 2831.593750
	Iteration 13Q: 3 clusters Score -633748.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -633760.812500 Penalty: 2831.593750
	Iteration 14Q: 3 clusters Score -633760.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -633777.812500 Penalty: 2831.593750
	Iteration 15Q: 3 clusters Score -633777.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -633794.000000 Penalty: 2831.593750
	Iteration 16Q: 3 clusters Score -633794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -633812.125000 Penalty: 2831.593750
	Iteration 17Q: 3 clusters Score -633812.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -633823.375000 Penalty: 2831.593750
	Iteration 18Q: 3 clusters Score -633823.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -633835.000000 Penalty: 2831.593750
	Iteration 19Q: 3 clusters Score -633835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -633841.187500 Penalty: 2831.593750
	Iteration 20F: 3 clusters Score -633841.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -633847.750000 Penalty: 2831.593750
	Iteration 21Q: 3 clusters Score -633847.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -633853.500000 Penalty: 2831.593750
	Iteration 22Q: 3 clusters Score -633853.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -633862.500000 Penalty: 2831.593750
	Iteration 23Q: 3 clusters Score -633862.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -633873.125000 Penalty: 2831.593750
	Iteration 24Q: 3 clusters Score -633873.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -633879.437500 Penalty: 2831.593750
	Iteration 25Q: 3 clusters Score -633879.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -633886.000000 Penalty: 2831.593750
	Iteration 26Q: 3 clusters Score -633886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -633889.000000 Penalty: 2831.593750
	Iteration 27Q: 3 clusters Score -633889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -633894.000000 Penalty: 2831.593750
	Iteration 28Q: 3 clusters Score -633894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -633899.625000 Penalty: 2831.593750
	Iteration 29Q: 3 clusters Score -633899.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -633902.250000 Penalty: 2831.593750
	Iteration 30Q: 3 clusters Score -633902.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -633907.062500 Penalty: 2831.593750
	Iteration 31Q: 3 clusters Score -633907.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -633908.625000 Penalty: 2831.593750
	Iteration 32Q: 3 clusters Score -633908.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -633908.937500 Penalty: 2831.593750
	Iteration 33Q: 3 clusters Score -633908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -633912.312500 Penalty: 2831.593750
	Iteration 34Q: 3 clusters Score -633912.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -633914.250000 Penalty: 2831.593750
	Iteration 35Q: 3 clusters Score -633914.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -633916.750000 Penalty: 2831.593750
	Iteration 36Q: 3 clusters Score -633916.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -633924.250000 Penalty: 2831.593750
	Iteration 37Q: 3 clusters Score -633924.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -633928.250000 Penalty: 2831.593750
	Iteration 38Q: 3 clusters Score -633928.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -633936.375000 Penalty: 2831.593750
	Iteration 39Q: 3 clusters Score -633936.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -633945.000000 Penalty: 2831.593750
	Iteration 40F: 3 clusters Score -633945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -633952.187500 Penalty: 2831.593750
	Iteration 41Q: 3 clusters Score -633952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -633960.687500 Penalty: 2831.593750
	Iteration 42Q: 3 clusters Score -633960.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -633972.875000 Penalty: 2831.593750
	Iteration 43Q: 3 clusters Score -633972.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -633984.187500 Penalty: 2831.593750
	Iteration 44Q: 3 clusters Score -633984.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -633996.437500 Penalty: 2831.593750
	Iteration 45Q: 3 clusters Score -633996.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -634008.312500 Penalty: 2831.593750
	Iteration 46Q: 3 clusters Score -634008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -634018.062500 Penalty: 2831.593750
	Iteration 47Q: 3 clusters Score -634018.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -634031.625000 Penalty: 2831.593750
	Iteration 48Q: 3 clusters Score -634031.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -634055.750000 Penalty: 2831.593750
	Iteration 49Q: 3 clusters Score -634055.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -634070.250000 Penalty: 2831.593750
	Iteration 50Q: 3 clusters Score -634070.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -634084.687500 Penalty: 2831.593750
	Iteration 51Q: 3 clusters Score -634084.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -634093.250000 Penalty: 2831.593750
	Iteration 52Q: 3 clusters Score -634093.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -634099.562500 Penalty: 2831.593750
	Iteration 53Q: 3 clusters Score -634099.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -634109.000000 Penalty: 2831.593750
	Iteration 54Q: 3 clusters Score -634109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -634118.562500 Penalty: 2831.593750
	Iteration 55Q: 3 clusters Score -634118.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -634129.250000 Penalty: 2831.593750
	Iteration 56Q: 3 clusters Score -634129.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -634141.500000 Penalty: 2831.593750
	Iteration 57Q: 3 clusters Score -634141.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -634155.125000 Penalty: 2831.593750
	Iteration 58Q: 3 clusters Score -634155.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -634166.875000 Penalty: 2831.593750
	Iteration 59Q: 3 clusters Score -634166.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -634172.562500 Penalty: 2831.593750
	Iteration 60F: 3 clusters Score -634172.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -634178.937500 Penalty: 2831.593750
	Iteration 61Q: 3 clusters Score -634178.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -634185.625000 Penalty: 2831.593750
	Iteration 62Q: 3 clusters Score -634185.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -634187.937500 Penalty: 2831.593750
	Iteration 63Q: 3 clusters Score -634187.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -634192.687500 Penalty: 2831.593750
	Iteration 64Q: 3 clusters Score -634192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -634194.750000 Penalty: 2831.593750
	Iteration 65Q: 3 clusters Score -634194.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -634197.812500 Penalty: 2831.593750
	Iteration 66Q: 3 clusters Score -634197.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -634199.687500 Penalty: 2831.593750
	Iteration 67Q: 3 clusters Score -634199.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -634202.500000 Penalty: 2831.593750
	Iteration 68Q: 3 clusters Score -634202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -634202.562500 Penalty: 2831.593750
	Iteration 69Q: 3 clusters Score -634202.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -634207.187500 Penalty: 2831.593750
	Iteration 70Q: 3 clusters Score -634207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -634207.812500 Penalty: 2831.593750
	Iteration 71Q: 3 clusters Score -634207.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -634209.187500 Penalty: 2831.593750
	Iteration 72Q: 3 clusters Score -634209.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -634210.312500 Penalty: 2831.593750
	Iteration 73Q: 3 clusters Score -634210.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -634211.750000 Penalty: 2831.593750
	Iteration 74Q: 3 clusters Score -634211.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -634212.687500 Penalty: 2831.593750
	Iteration 75Q: 3 clusters Score -634212.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -634213.375000 Penalty: 2831.593750
	Iteration 76Q: 3 clusters Score -634213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -634213.937500 Penalty: 2831.593750
	Iteration 77Q: 3 clusters Score -634213.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -634215.562500 Penalty: 2831.593750
	Iteration 78Q: 3 clusters Score -634215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -634217.062500 Penalty: 2831.593750
	Iteration 79Q: 3 clusters Score -634217.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -634216.687500 Penalty: 2831.593750
	Iteration 80F: 3 clusters Score -634216.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -634217.312500 Penalty: 2831.593750
	Iteration 81Q: 3 clusters Score -634217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -634218.187500 Penalty: 2831.593750
	Iteration 82Q: 3 clusters Score -634218.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -634218.625000 Penalty: 2831.593750
	Iteration 83Q: 3 clusters Score -634218.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -634219.375000 Penalty: 2831.593750
	Iteration 84Q: 3 clusters Score -634219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -634218.812500 Penalty: 2831.593750
	Iteration 85Q: 3 clusters Score -634218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -634220.875000 Penalty: 2831.593750
	Iteration 86Q: 3 clusters Score -634220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -634220.625000 Penalty: 2831.593750
	Iteration 87Q: 3 clusters Score -634220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -634224.812500 Penalty: 2831.593750
	Iteration 88Q: 3 clusters Score -634224.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -634223.937500 Penalty: 2831.593750
	Iteration 89Q: 3 clusters Score -634223.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -634227.125000 Penalty: 2831.593750
	Iteration 90Q: 3 clusters Score -634227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -634227.250000 Penalty: 2831.593750
	Iteration 91Q: 3 clusters Score -634227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -634226.750000 Penalty: 2831.593750
	Iteration 92Q: 3 clusters Score -634226.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -634226.500000 Penalty: 2831.593750
	Iteration 93Q: 3 clusters Score -634226.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -634226.500000 Penalty: 2831.593750
	Iteration 94F: 3 clusters Score -634226.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Entering Unmasked Estep 
Score: -5096487.000000 Penalty: 1736.251221
	Iteration 0F: 2 clusters Score -5096487 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -5067437.000000 Penalty: 3472.502441
	Iteration 0F: 3 clusters Score -5067437 nChanged 20390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -5080009.000000 Penalty: 3472.502441
	Iteration 1F: 3 clusters Score -5080009 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -5081340.500000 Penalty: 3472.502441
	Iteration 2F: 3 clusters Score -5081340 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5082887.500000 Penalty: 3472.502441
	Iteration 3F: 3 clusters Score -5082888 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -5084627.500000 Penalty: 3472.502441
	Iteration 4F: 3 clusters Score -5084628 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -5086510.000000 Penalty: 3472.502441
	Iteration 5F: 3 clusters Score -5086510 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -5088304.000000 Penalty: 3472.502441
	Iteration 6F: 3 clusters Score -5088304 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -5089859.000000 Penalty: 3472.502441
	Iteration 7F: 3 clusters Score -5089859 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29737 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -5090892.500000 Penalty: 3472.502441
	Iteration 8Q: 3 clusters Score -5090892 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -5091599.000000 Penalty: 3472.502441
	Iteration 9Q: 3 clusters Score -5091599 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -5092083.500000 Penalty: 3472.502441
	Iteration 10Q: 3 clusters Score -5092084 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32164 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -5092481.500000 Penalty: 3472.502441
	Iteration 11Q: 3 clusters Score -5092482 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32858 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -5092741.500000 Penalty: 3472.502441
	Iteration 12Q: 3 clusters Score -5092742 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -5092999.000000 Penalty: 3472.502441
	Iteration 13Q: 3 clusters Score -5092999 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -5093265.500000 Penalty: 3472.502441
	Iteration 14Q: 3 clusters Score -5093266 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -5093486.000000 Penalty: 3472.502441
	Iteration 15Q: 3 clusters Score -5093486 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -5093683.000000 Penalty: 3472.502441
	Iteration 16Q: 3 clusters Score -5093683 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -5093804.500000 Penalty: 3472.502441
	Iteration 17Q: 3 clusters Score -5093804 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -5093895.500000 Penalty: 3472.502441
	Iteration 18Q: 3 clusters Score -5093896 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -5094004.500000 Penalty: 3472.502441
	Iteration 19Q: 3 clusters Score -5094004 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5094131.500000 Penalty: 3472.502441
	Iteration 20F: 3 clusters Score -5094132 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -5094248.500000 Penalty: 3472.502441
	Iteration 21Q: 3 clusters Score -5094248 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37659 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -5094368.500000 Penalty: 3472.502441
	Iteration 22Q: 3 clusters Score -5094368 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38011 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -5094437.500000 Penalty: 3472.502441
	Iteration 23Q: 3 clusters Score -5094438 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -5094527.000000 Penalty: 3472.502441
	Iteration 24Q: 3 clusters Score -5094527 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38619 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -5094593.000000 Penalty: 3472.502441
	Iteration 25Q: 3 clusters Score -5094593 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -5094667.500000 Penalty: 3472.502441
	Iteration 26Q: 3 clusters Score -5094668 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5094737.500000 Penalty: 3472.502441
	Iteration 27Q: 3 clusters Score -5094738 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -5094801.000000 Penalty: 3472.502441
	Iteration 28Q: 3 clusters Score -5094801 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -5094848.000000 Penalty: 3472.502441
	Iteration 29Q: 3 clusters Score -5094848 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -5094918.000000 Penalty: 3472.502441
	Iteration 30Q: 3 clusters Score -5094918 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -5094956.500000 Penalty: 3472.502441
	Iteration 31Q: 3 clusters Score -5094956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5094985.000000 Penalty: 3472.502441
	Iteration 32Q: 3 clusters Score -5094985 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -5095033.000000 Penalty: 3472.502441
	Iteration 33Q: 3 clusters Score -5095033 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5095042.000000 Penalty: 3472.502441
	Iteration 34Q: 3 clusters Score -5095042 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -5095086.000000 Penalty: 3472.502441
	Iteration 35Q: 3 clusters Score -5095086 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -5095119.000000 Penalty: 3472.502441
	Iteration 36Q: 3 clusters Score -5095119 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5095166.000000 Penalty: 3472.502441
	Iteration 37Q: 3 clusters Score -5095166 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -5095203.000000 Penalty: 3472.502441
	Iteration 38Q: 3 clusters Score -5095203 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -5095228.500000 Penalty: 3472.502441
	Iteration 39Q: 3 clusters Score -5095228 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -5095244.000000 Penalty: 3472.502441
	Iteration 40F: 3 clusters Score -5095244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5095266.500000 Penalty: 3472.502441
	Iteration 41Q: 3 clusters Score -5095266 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5095294.500000 Penalty: 3472.502441
	Iteration 42Q: 3 clusters Score -5095294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -5095313.000000 Penalty: 3472.502441
	Iteration 43Q: 3 clusters Score -5095313 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -5095339.500000 Penalty: 3472.502441
	Iteration 44Q: 3 clusters Score -5095340 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5095354.500000 Penalty: 3472.502441
	Iteration 45Q: 3 clusters Score -5095354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -5095372.500000 Penalty: 3472.502441
	Iteration 46Q: 3 clusters Score -5095372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5095367.500000 Penalty: 3472.502441
	Iteration 47Q: 3 clusters Score -5095368 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5095388.000000 Penalty: 3472.502441
	Iteration 48Q: 3 clusters Score -5095388 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -5095409.000000 Penalty: 3472.502441
	Iteration 49Q: 3 clusters Score -5095409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5095421.500000 Penalty: 3472.502441
	Iteration 50Q: 3 clusters Score -5095422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -5095431.000000 Penalty: 3472.502441
	Iteration 51Q: 3 clusters Score -5095431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5095438.000000 Penalty: 3472.502441
	Iteration 52Q: 3 clusters Score -5095438 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5095453.000000 Penalty: 3472.502441
	Iteration 53Q: 3 clusters Score -5095453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -5095459.000000 Penalty: 3472.502441
	Iteration 54Q: 3 clusters Score -5095459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5095461.500000 Penalty: 3472.502441
	Iteration 55Q: 3 clusters Score -5095462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -5095460.500000 Penalty: 3472.502441
	Iteration 56Q: 3 clusters Score -5095460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5095469.000000 Penalty: 3472.502441
	Iteration 57Q: 3 clusters Score -5095469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -5095464.000000 Penalty: 3472.502441
	Iteration 58Q: 3 clusters Score -5095464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5095466.000000 Penalty: 3472.502441
	Iteration 59Q: 3 clusters Score -5095466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5095472.500000 Penalty: 3472.502441
	Iteration 60F: 3 clusters Score -5095472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5095472.500000 Penalty: 3472.502441
	Iteration 61Q: 3 clusters Score -5095472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5095471.000000 Penalty: 3472.502441
	Iteration 62Q: 3 clusters Score -5095471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5095474.500000 Penalty: 3472.502441
	Iteration 63Q: 3 clusters Score -5095474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -5095470.500000 Penalty: 3472.502441
	Iteration 64Q: 3 clusters Score -5095470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5095469.000000 Penalty: 3472.502441
	Iteration 65Q: 3 clusters Score -5095469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -5095478.500000 Penalty: 3472.502441
	Iteration 66Q: 3 clusters Score -5095478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5095479.500000 Penalty: 3472.502441
	Iteration 67Q: 3 clusters Score -5095480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5095481.000000 Penalty: 3472.502441
	Iteration 68Q: 3 clusters Score -5095481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5095479.000000 Penalty: 3472.502441
	Iteration 69Q: 3 clusters Score -5095479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -5095479.500000 Penalty: 3472.502441
	Iteration 70Q: 3 clusters Score -5095480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5095473.500000 Penalty: 3472.502441
	Iteration 71Q: 3 clusters Score -5095474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -5095474.500000 Penalty: 3472.502441
	Iteration 72Q: 3 clusters Score -5095474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5095483.000000 Penalty: 3472.502441
	Iteration 73Q: 3 clusters Score -5095483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -5095483.000000 Penalty: 3472.502441
	Iteration 74Q: 3 clusters Score -5095483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5095485.000000 Penalty: 3472.502441
	Iteration 75Q: 3 clusters Score -5095485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5095483.000000 Penalty: 3472.502441
	Iteration 76Q: 3 clusters Score -5095483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5095492.500000 Penalty: 3472.502441
	Iteration 77Q: 3 clusters Score -5095492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5095493.000000 Penalty: 3472.502441
	Iteration 78Q: 3 clusters Score -5095493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5095492.000000 Penalty: 3472.502441
	Iteration 79Q: 3 clusters Score -5095492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42182 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5095496.000000 Penalty: 3472.502441
	Iteration 80F: 3 clusters Score -5095496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5095491.500000 Penalty: 3472.502441
	Iteration 81Q: 3 clusters Score -5095492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5095491.000000 Penalty: 3472.502441
	Iteration 82Q: 3 clusters Score -5095491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -5095491.000000 Penalty: 3472.502441
	Iteration 83F: 3 clusters Score -5095491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -2394084.750000 Penalty: 1615.306763
	Iteration 0F: 2 clusters Score -2394085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2379857.500000 Penalty: 3230.613525
	Iteration 0F: 3 clusters Score -2379858 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -2385134.500000 Penalty: 3230.613525
	Iteration 1F: 3 clusters Score -2385134 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2385636.750000 Penalty: 3230.613525
	Iteration 2F: 3 clusters Score -2385637 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -2386108.000000 Penalty: 3230.613525
	Iteration 3F: 3 clusters Score -2386108 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2386613.000000 Penalty: 3230.613525
	Iteration 4F: 3 clusters Score -2386613 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -2387155.000000 Penalty: 3230.613525
	Iteration 5F: 3 clusters Score -2387155 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2387815.500000 Penalty: 3230.613525
	Iteration 6F: 3 clusters Score -2387816 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2388492.000000 Penalty: 3230.613525
	Iteration 7F: 3 clusters Score -2388492 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -2389156.000000 Penalty: 3230.613525
	Iteration 8F: 3 clusters Score -2389156 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2389767.250000 Penalty: 3230.613525
	Iteration 9F: 3 clusters Score -2389767 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -2390383.000000 Penalty: 3230.613525
	Iteration 10Q: 3 clusters Score -2390383 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2390913.500000 Penalty: 3230.613525
	Iteration 11Q: 3 clusters Score -2390914 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2391412.500000 Penalty: 3230.613525
	Iteration 12Q: 3 clusters Score -2391412 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2391799.250000 Penalty: 3230.613525
	Iteration 13Q: 3 clusters Score -2391799 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2392118.750000 Penalty: 3230.613525
	Iteration 14Q: 3 clusters Score -2392119 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2392317.750000 Penalty: 3230.613525
	Iteration 15Q: 3 clusters Score -2392318 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2392441.500000 Penalty: 3230.613525
	Iteration 16Q: 3 clusters Score -2392442 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2392543.250000 Penalty: 3230.613525
	Iteration 17Q: 3 clusters Score -2392543 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2392615.500000 Penalty: 3230.613525
	Iteration 18Q: 3 clusters Score -2392616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2392648.750000 Penalty: 3230.613525
	Iteration 19Q: 3 clusters Score -2392649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2392670.250000 Penalty: 3230.613525
	Iteration 20F: 3 clusters Score -2392670 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2392693.250000 Penalty: 3230.613525
	Iteration 21Q: 3 clusters Score -2392693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2392705.500000 Penalty: 3230.613525
	Iteration 22Q: 3 clusters Score -2392706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -2392715.500000 Penalty: 3230.613525
	Iteration 23Q: 3 clusters Score -2392716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2392725.750000 Penalty: 3230.613525
	Iteration 24Q: 3 clusters Score -2392726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2392729.750000 Penalty: 3230.613525
	Iteration 25Q: 3 clusters Score -2392730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -2392735.250000 Penalty: 3230.613525
	Iteration 26Q: 3 clusters Score -2392735 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2392736.250000 Penalty: 3230.613525
	Iteration 27Q: 3 clusters Score -2392736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2392741.500000 Penalty: 3230.613525
	Iteration 28Q: 3 clusters Score -2392742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2392747.750000 Penalty: 3230.613525
	Iteration 29Q: 3 clusters Score -2392748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2392753.500000 Penalty: 3230.613525
	Iteration 30Q: 3 clusters Score -2392754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2392757.000000 Penalty: 3230.613525
	Iteration 31Q: 3 clusters Score -2392757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2392764.500000 Penalty: 3230.613525
	Iteration 32Q: 3 clusters Score -2392764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2392765.750000 Penalty: 3230.613525
	Iteration 33Q: 3 clusters Score -2392766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2392769.250000 Penalty: 3230.613525
	Iteration 34Q: 3 clusters Score -2392769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2392777.000000 Penalty: 3230.613525
	Iteration 35Q: 3 clusters Score -2392777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2392782.250000 Penalty: 3230.613525
	Iteration 36Q: 3 clusters Score -2392782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2392784.750000 Penalty: 3230.613525
	Iteration 37Q: 3 clusters Score -2392785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2392790.000000 Penalty: 3230.613525
	Iteration 38Q: 3 clusters Score -2392790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2392789.750000 Penalty: 3230.613525
	Iteration 39Q: 3 clusters Score -2392790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2392793.250000 Penalty: 3230.613525
	Iteration 40F: 3 clusters Score -2392793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2392790.000000 Penalty: 3230.613525
	Iteration 41Q: 3 clusters Score -2392790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2392792.750000 Penalty: 3230.613525
	Iteration 42Q: 3 clusters Score -2392793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2392792.750000 Penalty: 3230.613525
	Iteration 43F: 3 clusters Score -2392793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Entering Unmasked Estep 
Score: -163150.515625 Penalty: 1185.336304
	Iteration 0F: 2 clusters Score -163150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161424.093750 Penalty: 2370.672607
	Iteration 0F: 3 clusters Score -161424.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -161736.109375 Penalty: 2370.672607
	Iteration 1F: 3 clusters Score -161736.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161825.781250 Penalty: 2370.672607
	Iteration 2F: 3 clusters Score -161825.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -161874.812500 Penalty: 2370.672607
	Iteration 3Q: 3 clusters Score -161874.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -161898.453125 Penalty: 2370.672607
	Iteration 4Q: 3 clusters Score -161898.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161912.843750 Penalty: 2370.672607
	Iteration 5Q: 3 clusters Score -161912.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161928.531250 Penalty: 2370.672607
	Iteration 6Q: 3 clusters Score -161928.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -161942.343750 Penalty: 2370.672607
	Iteration 7Q: 3 clusters Score -161942.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -161952.093750 Penalty: 2370.672607
	Iteration 8Q: 3 clusters Score -161952.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161964.312500 Penalty: 2370.672607
	Iteration 9Q: 3 clusters Score -161964.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161977.468750 Penalty: 2370.672607
	Iteration 10Q: 3 clusters Score -161977.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -161990.250000 Penalty: 2370.672607
	Iteration 11Q: 3 clusters Score -161990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -162002.437500 Penalty: 2370.672607
	Iteration 12Q: 3 clusters Score -162002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -162012.984375 Penalty: 2370.672607
	Iteration 13Q: 3 clusters Score -162013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162018.031250 Penalty: 2370.672607
	Iteration 14Q: 3 clusters Score -162018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162020.640625 Penalty: 2370.672607
	Iteration 15Q: 3 clusters Score -162020.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -162023.609375 Penalty: 2370.672607
	Iteration 16Q: 3 clusters Score -162023.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162028.562500 Penalty: 2370.672607
	Iteration 17Q: 3 clusters Score -162028.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162032.343750 Penalty: 2370.672607
	Iteration 18Q: 3 clusters Score -162032.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -162034.953125 Penalty: 2370.672607
	Iteration 19Q: 3 clusters Score -162035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162039.031250 Penalty: 2370.672607
	Iteration 20F: 3 clusters Score -162039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -162043.640625 Penalty: 2370.672607
	Iteration 21Q: 3 clusters Score -162043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -162045.000000 Penalty: 2370.672607
	Iteration 22Q: 3 clusters Score -162045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162045.281250 Penalty: 2370.672607
	Iteration 23Q: 3 clusters Score -162045.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162045.281250 Penalty: 2370.672607
	Iteration 24F: 3 clusters Score -162045.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -232744.187500 Penalty: 1240.658325
	Iteration 0F: 2 clusters Score -232744.2 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 1024 members 
Entering Unmasked Estep 
Score: -230554.156250 Penalty: 2481.316650
	Iteration 0F: 3 clusters Score -230554.2 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -231007.703125 Penalty: 2481.316650
	Iteration 1F: 3 clusters Score -231007.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -231128.312500 Penalty: 2481.316650
	Iteration 2F: 3 clusters Score -231128.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -231204.875000 Penalty: 2481.316650
	Iteration 3F: 3 clusters Score -231204.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -231264.781250 Penalty: 2481.316650
	Iteration 4Q: 3 clusters Score -231264.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -231315.500000 Penalty: 2481.316650
	Iteration 5Q: 3 clusters Score -231315.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -231361.484375 Penalty: 2481.316650
	Iteration 6Q: 3 clusters Score -231361.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -231393.593750 Penalty: 2481.316650
	Iteration 7Q: 3 clusters Score -231393.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -231418.437500 Penalty: 2481.316650
	Iteration 8Q: 3 clusters Score -231418.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231445.890625 Penalty: 2481.316650
	Iteration 9Q: 3 clusters Score -231445.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -231469.703125 Penalty: 2481.316650
	Iteration 10Q: 3 clusters Score -231469.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -231493.312500 Penalty: 2481.316650
	Iteration 11Q: 3 clusters Score -231493.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231508.609375 Penalty: 2481.316650
	Iteration 12Q: 3 clusters Score -231508.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -231520.656250 Penalty: 2481.316650
	Iteration 13Q: 3 clusters Score -231520.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -231527.421875 Penalty: 2481.316650
	Iteration 14Q: 3 clusters Score -231527.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -231532.468750 Penalty: 2481.316650
	Iteration 15Q: 3 clusters Score -231532.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231536.593750 Penalty: 2481.316650
	Iteration 16Q: 3 clusters Score -231536.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231540.328125 Penalty: 2481.316650
	Iteration 17Q: 3 clusters Score -231540.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -231546.625000 Penalty: 2481.316650
	Iteration 18Q: 3 clusters Score -231546.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -231551.265625 Penalty: 2481.316650
	Iteration 19Q: 3 clusters Score -231551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -231558.437500 Penalty: 2481.316650
	Iteration 20F: 3 clusters Score -231558.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -231564.421875 Penalty: 2481.316650
	Iteration 21Q: 3 clusters Score -231564.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -231568.812500 Penalty: 2481.316650
	Iteration 22Q: 3 clusters Score -231568.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -231572.109375 Penalty: 2481.316650
	Iteration 23Q: 3 clusters Score -231572.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -231574.281250 Penalty: 2481.316650
	Iteration 24Q: 3 clusters Score -231574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -231576.515625 Penalty: 2481.316650
	Iteration 25Q: 3 clusters Score -231576.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -231577.578125 Penalty: 2481.316650
	Iteration 26Q: 3 clusters Score -231577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -231577.578125 Penalty: 2481.316650
	Iteration 27F: 3 clusters Score -231577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Entering Unmasked Estep 
Score: -161218.171875 Penalty: 1181.764771
	Iteration 0F: 2 clusters Score -161218.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159496.640625 Penalty: 2363.529541
	Iteration 0F: 3 clusters Score -159496.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -159819.640625 Penalty: 2363.529541
	Iteration 1F: 3 clusters Score -159819.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159912.187500 Penalty: 2363.529541
	Iteration 2F: 3 clusters Score -159912.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -159972.765625 Penalty: 2363.529541
	Iteration 3Q: 3 clusters Score -159972.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160011.437500 Penalty: 2363.529541
	Iteration 4Q: 3 clusters Score -160011.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -160047.359375 Penalty: 2363.529541
	Iteration 5Q: 3 clusters Score -160047.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -160060.609375 Penalty: 2363.529541
	Iteration 6Q: 3 clusters Score -160060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160070.281250 Penalty: 2363.529541
	Iteration 7Q: 3 clusters Score -160070.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -160083.375000 Penalty: 2363.529541
	Iteration 8Q: 3 clusters Score -160083.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160090.531250 Penalty: 2363.529541
	Iteration 9Q: 3 clusters Score -160090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -160094.859375 Penalty: 2363.529541
	Iteration 10Q: 3 clusters Score -160094.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160096.859375 Penalty: 2363.529541
	Iteration 11Q: 3 clusters Score -160096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -160100.234375 Penalty: 2363.529541
	Iteration 12Q: 3 clusters Score -160100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -160105.843750 Penalty: 2363.529541
	Iteration 13Q: 3 clusters Score -160105.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -160110.218750 Penalty: 2363.529541
	Iteration 14Q: 3 clusters Score -160110.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -160112.359375 Penalty: 2363.529541
	Iteration 15Q: 3 clusters Score -160112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -160117.234375 Penalty: 2363.529541
	Iteration 16Q: 3 clusters Score -160117.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -160121.093750 Penalty: 2363.529541
	Iteration 17Q: 3 clusters Score -160121.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -160124.437500 Penalty: 2363.529541
	Iteration 18Q: 3 clusters Score -160124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -160124.781250 Penalty: 2363.529541
	Iteration 19Q: 3 clusters Score -160124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -160124.781250 Penalty: 2363.529541
	Iteration 20F: 3 clusters Score -160124.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Entering Unmasked Estep 
Score: -170056.421875 Penalty: 1198.885864
	Iteration 0F: 2 clusters Score -170056.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168254.000000 Penalty: 2397.771729
	Iteration 0F: 3 clusters Score -168254 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -168656.156250 Penalty: 2397.771729
	Iteration 1F: 3 clusters Score -168656.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -168815.187500 Penalty: 2397.771729
	Iteration 2F: 3 clusters Score -168815.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -168956.562500 Penalty: 2397.771729
	Iteration 3F: 3 clusters Score -168956.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -169088.046875 Penalty: 2397.771729
	Iteration 4F: 3 clusters Score -169088 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -169310.328125 Penalty: 2397.771729
	Iteration 5F: 3 clusters Score -169310.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -169576.265625 Penalty: 2397.771729
	Iteration 6F: 3 clusters Score -169576.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -169775.406250 Penalty: 2397.771729
	Iteration 7F: 3 clusters Score -169775.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -169874.296875 Penalty: 2397.771729
	Iteration 8Q: 3 clusters Score -169874.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -169923.687500 Penalty: 2397.771729
	Iteration 9Q: 3 clusters Score -169923.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -169962.812500 Penalty: 2397.771729
	Iteration 10Q: 3 clusters Score -169962.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -169995.984375 Penalty: 2397.771729
	Iteration 11Q: 3 clusters Score -169996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -170008.906250 Penalty: 2397.771729
	Iteration 12Q: 3 clusters Score -170008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -170016.718750 Penalty: 2397.771729
	Iteration 13Q: 3 clusters Score -170016.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -170019.093750 Penalty: 2397.771729
	Iteration 14Q: 3 clusters Score -170019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -170019.093750 Penalty: 2397.771729
	Iteration 15F: 3 clusters Score -170019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -316379.000000 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -316379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -313758.718750 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -313758.7 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -314352.031250 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -314352 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -314484.937500 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -314484.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -314580.218750 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -314580.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -314672.437500 Penalty: 2581.383301
	Iteration 4Q: 3 clusters Score -314672.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -314767.218750 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -314767.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -314860.437500 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -314860.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -314934.718750 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -314934.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -315010.156250 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -315010.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -315106.937500 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -315106.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -315180.375000 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -315180.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -315233.406250 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -315233.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -315276.937500 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -315276.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -315304.968750 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -315305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -315329.843750 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -315329.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -315356.281250 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -315356.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -315376.812500 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -315376.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -315398.500000 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -315398.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -315407.281250 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -315407.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -315416.750000 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -315416.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -315430.218750 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -315430.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -315446.062500 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -315446.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -315460.781250 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -315460.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -315470.375000 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -315470.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -315480.593750 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -315480.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -315492.656250 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -315492.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -315508.500000 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -315508.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -315521.406250 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -315521.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -315534.875000 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -315534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -315546.906250 Penalty: 2581.383301
	Iteration 29Q: 3 clusters Score -315546.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -315560.781250 Penalty: 2581.383301
	Iteration 30Q: 3 clusters Score -315560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -315580.218750 Penalty: 2581.383301
	Iteration 31Q: 3 clusters Score -315580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -315597.000000 Penalty: 2581.383301
	Iteration 32Q: 3 clusters Score -315597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -315607.343750 Penalty: 2581.383301
	Iteration 33Q: 3 clusters Score -315607.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -315615.968750 Penalty: 2581.383301
	Iteration 34Q: 3 clusters Score -315616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -315623.875000 Penalty: 2581.383301
	Iteration 35Q: 3 clusters Score -315623.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -315634.406250 Penalty: 2581.383301
	Iteration 36Q: 3 clusters Score -315634.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -315638.625000 Penalty: 2581.383301
	Iteration 37Q: 3 clusters Score -315638.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -315642.156250 Penalty: 2581.383301
	Iteration 38Q: 3 clusters Score -315642.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -315644.812500 Penalty: 2581.383301
	Iteration 39Q: 3 clusters Score -315644.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -315645.562500 Penalty: 2581.383301
	Iteration 40F: 3 clusters Score -315645.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -315647.000000 Penalty: 2581.383301
	Iteration 41Q: 3 clusters Score -315647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -315649.093750 Penalty: 2581.383301
	Iteration 42Q: 3 clusters Score -315649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -315651.406250 Penalty: 2581.383301
	Iteration 43Q: 3 clusters Score -315651.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -315653.187500 Penalty: 2581.383301
	Iteration 44Q: 3 clusters Score -315653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -315654.968750 Penalty: 2581.383301
	Iteration 45Q: 3 clusters Score -315655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -315655.500000 Penalty: 2581.383301
	Iteration 46Q: 3 clusters Score -315655.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -315657.000000 Penalty: 2581.383301
	Iteration 47Q: 3 clusters Score -315657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -315657.562500 Penalty: 2581.383301
	Iteration 48Q: 3 clusters Score -315657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -315657.875000 Penalty: 2581.383301
	Iteration 49Q: 3 clusters Score -315657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -315658.156250 Penalty: 2581.383301
	Iteration 50Q: 3 clusters Score -315658.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -315658.156250 Penalty: 2581.383301
	Iteration 51F: 3 clusters Score -315658.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -555207.250000 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -555207.2 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 2516 members 
Entering Unmasked Estep 
Score: -551258.437500 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -551258.4 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -552380.625000 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -552380.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -552585.062500 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -552585.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -552776.312500 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -552776.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -552996.062500 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -552996.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -553254.875000 Penalty: 2764.230225
	Iteration 5F: 3 clusters Score -553254.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -553507.625000 Penalty: 2764.230225
	Iteration 6F: 3 clusters Score -553507.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -553759.000000 Penalty: 2764.230225
	Iteration 7F: 3 clusters Score -553759 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -554010.125000 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -554010.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -554328.437500 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -554328.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -554684.687500 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -554684.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -554947.187500 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -554947.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -555072.875000 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -555072.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -555146.000000 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -555146 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -555167.125000 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -555167.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -555178.250000 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -555178.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -555185.875000 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -555185.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -555190.625000 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -555190.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -555191.625000 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -555191.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -555193.937500 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -555193.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -555192.812500 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -555192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -555191.875000 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -555191.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -555191.875000 Penalty: 2764.230225
	Iteration 22F: 3 clusters Score -555191.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Entering Unmasked Estep 
Score: -68207.242188 Penalty: 1086.452393
	Iteration 0F: 2 clusters Score -68207.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66934.203125 Penalty: 2172.904785
	Iteration 0F: 3 clusters Score -66934.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -67236.062500 Penalty: 2172.904785
	Iteration 1F: 3 clusters Score -67236.06 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -67360.742188 Penalty: 2172.904785
	Iteration 2F: 3 clusters Score -67360.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -67417.257812 Penalty: 2172.904785
	Iteration 3Q: 3 clusters Score -67417.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -67476.453125 Penalty: 2172.904785
	Iteration 4Q: 3 clusters Score -67476.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67539.875000 Penalty: 2172.904785
	Iteration 5Q: 3 clusters Score -67539.88 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -67601.460938 Penalty: 2172.904785
	Iteration 6Q: 3 clusters Score -67601.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -67656.484375 Penalty: 2172.904785
	Iteration 7Q: 3 clusters Score -67656.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -67703.179688 Penalty: 2172.904785
	Iteration 8Q: 3 clusters Score -67703.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -67729.031250 Penalty: 2172.904785
	Iteration 9Q: 3 clusters Score -67729.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67752.273438 Penalty: 2172.904785
	Iteration 10Q: 3 clusters Score -67752.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67762.257812 Penalty: 2172.904785
	Iteration 11Q: 3 clusters Score -67762.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67772.343750 Penalty: 2172.904785
	Iteration 12Q: 3 clusters Score -67772.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67774.015625 Penalty: 2172.904785
	Iteration 13Q: 3 clusters Score -67774.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67774.515625 Penalty: 2172.904785
	Iteration 14F: 3 clusters Score -67774.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67777.640625 Penalty: 2172.904785
	Iteration 15Q: 3 clusters Score -67777.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67779.312500 Penalty: 2172.904785
	Iteration 16Q: 3 clusters Score -67779.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67781.695312 Penalty: 2172.904785
	Iteration 17Q: 3 clusters Score -67781.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67783.710938 Penalty: 2172.904785
	Iteration 18Q: 3 clusters Score -67783.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -67784.375000 Penalty: 2172.904785
	Iteration 19Q: 3 clusters Score -67784.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67787.601562 Penalty: 2172.904785
	Iteration 20F: 3 clusters Score -67787.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Entering Unmasked Estep 
Score: -1977311.250000 Penalty: 1586.742676
	Iteration 0F: 2 clusters Score -1977311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1965369.750000 Penalty: 3173.485352
	Iteration 0F: 3 clusters Score -1965370 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1969667.750000 Penalty: 3173.485352
	Iteration 1F: 3 clusters Score -1969668 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1970075.250000 Penalty: 3173.485352
	Iteration 2F: 3 clusters Score -1970075 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1970534.625000 Penalty: 3173.485352
	Iteration 3F: 3 clusters Score -1970535 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1971052.500000 Penalty: 3173.485352
	Iteration 4F: 3 clusters Score -1971052 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1971715.125000 Penalty: 3173.485352
	Iteration 5F: 3 clusters Score -1971715 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1972480.875000 Penalty: 3173.485352
	Iteration 6F: 3 clusters Score -1972481 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1973299.125000 Penalty: 3173.485352
	Iteration 7F: 3 clusters Score -1973299 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1974005.625000 Penalty: 3173.485352
	Iteration 8F: 3 clusters Score -1974006 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1974537.500000 Penalty: 3173.485352
	Iteration 9F: 3 clusters Score -1974538 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1974926.250000 Penalty: 3173.485352
	Iteration 10Q: 3 clusters Score -1974926 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1975210.875000 Penalty: 3173.485352
	Iteration 11Q: 3 clusters Score -1975211 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1975445.875000 Penalty: 3173.485352
	Iteration 12Q: 3 clusters Score -1975446 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1975654.250000 Penalty: 3173.485352
	Iteration 13Q: 3 clusters Score -1975654 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1975835.750000 Penalty: 3173.485352
	Iteration 14Q: 3 clusters Score -1975836 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1975970.250000 Penalty: 3173.485352
	Iteration 15Q: 3 clusters Score -1975970 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1976054.500000 Penalty: 3173.485352
	Iteration 16Q: 3 clusters Score -1976054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1976129.000000 Penalty: 3173.485352
	Iteration 17Q: 3 clusters Score -1976129 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -1976191.875000 Penalty: 3173.485352
	Iteration 18Q: 3 clusters Score -1976192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1976228.750000 Penalty: 3173.485352
	Iteration 19Q: 3 clusters Score -1976229 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1976262.000000 Penalty: 3173.485352
	Iteration 20F: 3 clusters Score -1976262 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1976297.000000 Penalty: 3173.485352
	Iteration 21Q: 3 clusters Score -1976297 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1976318.750000 Penalty: 3173.485352
	Iteration 22Q: 3 clusters Score -1976319 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1976345.625000 Penalty: 3173.485352
	Iteration 23Q: 3 clusters Score -1976346 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1976367.375000 Penalty: 3173.485352
	Iteration 24Q: 3 clusters Score -1976367 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1976378.000000 Penalty: 3173.485352
	Iteration 25Q: 3 clusters Score -1976378 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1976393.000000 Penalty: 3173.485352
	Iteration 26Q: 3 clusters Score -1976393 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1976404.750000 Penalty: 3173.485352
	Iteration 27Q: 3 clusters Score -1976405 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1976420.125000 Penalty: 3173.485352
	Iteration 28Q: 3 clusters Score -1976420 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1976426.000000 Penalty: 3173.485352
	Iteration 29Q: 3 clusters Score -1976426 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1976440.125000 Penalty: 3173.485352
	Iteration 30Q: 3 clusters Score -1976440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1976448.375000 Penalty: 3173.485352
	Iteration 31Q: 3 clusters Score -1976448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1976456.875000 Penalty: 3173.485352
	Iteration 32Q: 3 clusters Score -1976457 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1976456.625000 Penalty: 3173.485352
	Iteration 33Q: 3 clusters Score -1976457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1976462.500000 Penalty: 3173.485352
	Iteration 34Q: 3 clusters Score -1976462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1976474.875000 Penalty: 3173.485352
	Iteration 35Q: 3 clusters Score -1976475 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1976487.000000 Penalty: 3173.485352
	Iteration 36Q: 3 clusters Score -1976487 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1976498.625000 Penalty: 3173.485352
	Iteration 37Q: 3 clusters Score -1976499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1976502.250000 Penalty: 3173.485352
	Iteration 38Q: 3 clusters Score -1976502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1976511.250000 Penalty: 3173.485352
	Iteration 39Q: 3 clusters Score -1976511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1976514.000000 Penalty: 3173.485352
	Iteration 40F: 3 clusters Score -1976514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1976518.000000 Penalty: 3173.485352
	Iteration 41Q: 3 clusters Score -1976518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1976530.500000 Penalty: 3173.485352
	Iteration 42Q: 3 clusters Score -1976530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1976540.000000 Penalty: 3173.485352
	Iteration 43Q: 3 clusters Score -1976540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1976539.125000 Penalty: 3173.485352
	Iteration 44Q: 3 clusters Score -1976539 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1976550.375000 Penalty: 3173.485352
	Iteration 45Q: 3 clusters Score -1976550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1976554.125000 Penalty: 3173.485352
	Iteration 46Q: 3 clusters Score -1976554 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1976555.500000 Penalty: 3173.485352
	Iteration 47Q: 3 clusters Score -1976556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1976555.875000 Penalty: 3173.485352
	Iteration 48Q: 3 clusters Score -1976556 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1976560.125000 Penalty: 3173.485352
	Iteration 49Q: 3 clusters Score -1976560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1976564.875000 Penalty: 3173.485352
	Iteration 50Q: 3 clusters Score -1976565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1976570.125000 Penalty: 3173.485352
	Iteration 51Q: 3 clusters Score -1976570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1976569.375000 Penalty: 3173.485352
	Iteration 52Q: 3 clusters Score -1976569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -1976571.125000 Penalty: 3173.485352
	Iteration 53Q: 3 clusters Score -1976571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1976568.125000 Penalty: 3173.485352
	Iteration 54Q: 3 clusters Score -1976568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1976567.000000 Penalty: 3173.485352
	Iteration 55Q: 3 clusters Score -1976567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1976572.000000 Penalty: 3173.485352
	Iteration 56Q: 3 clusters Score -1976572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1976570.750000 Penalty: 3173.485352
	Iteration 57Q: 3 clusters Score -1976571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1976568.875000 Penalty: 3173.485352
	Iteration 58Q: 3 clusters Score -1976569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1976568.000000 Penalty: 3173.485352
	Iteration 59Q: 3 clusters Score -1976568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1976570.125000 Penalty: 3173.485352
	Iteration 60F: 3 clusters Score -1976570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1976567.500000 Penalty: 3173.485352
	Iteration 61Q: 3 clusters Score -1976568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1976570.250000 Penalty: 3173.485352
	Iteration 62Q: 3 clusters Score -1976570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1976571.750000 Penalty: 3173.485352
	Iteration 63Q: 3 clusters Score -1976572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1976571.875000 Penalty: 3173.485352
	Iteration 64Q: 3 clusters Score -1976572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1976572.750000 Penalty: 3173.485352
	Iteration 65Q: 3 clusters Score -1976573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1976573.375000 Penalty: 3173.485352
	Iteration 66Q: 3 clusters Score -1976573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1976573.625000 Penalty: 3173.485352
	Iteration 67Q: 3 clusters Score -1976574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1976571.250000 Penalty: 3173.485352
	Iteration 68Q: 3 clusters Score -1976571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1976571.125000 Penalty: 3173.485352
	Iteration 69Q: 3 clusters Score -1976571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1976571.000000 Penalty: 3173.485352
	Iteration 70Q: 3 clusters Score -1976571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1976571.125000 Penalty: 3173.485352
	Iteration 71Q: 3 clusters Score -1976571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1976571.125000 Penalty: 3173.485352
	Iteration 72F: 3 clusters Score -1976571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Entering Unmasked Estep 
Score: -162314.718750 Penalty: 1186.436523
	Iteration 0F: 2 clusters Score -162314.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -160554.296875 Penalty: 2372.873047
	Iteration 0F: 3 clusters Score -160554.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -161029.703125 Penalty: 2372.873047
	Iteration 1F: 3 clusters Score -161029.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -161270.468750 Penalty: 2372.873047
	Iteration 2F: 3 clusters Score -161270.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -161425.703125 Penalty: 2372.873047
	Iteration 3F: 3 clusters Score -161425.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161529.171875 Penalty: 2372.873047
	Iteration 4F: 3 clusters Score -161529.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161610.812500 Penalty: 2372.873047
	Iteration 5Q: 3 clusters Score -161610.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -161663.203125 Penalty: 2372.873047
	Iteration 6Q: 3 clusters Score -161663.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161690.953125 Penalty: 2372.873047
	Iteration 7Q: 3 clusters Score -161691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -161711.265625 Penalty: 2372.873047
	Iteration 8Q: 3 clusters Score -161711.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -161724.890625 Penalty: 2372.873047
	Iteration 9Q: 3 clusters Score -161724.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -161734.125000 Penalty: 2372.873047
	Iteration 10Q: 3 clusters Score -161734.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161742.171875 Penalty: 2372.873047
	Iteration 11Q: 3 clusters Score -161742.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -161743.218750 Penalty: 2372.873047
	Iteration 12Q: 3 clusters Score -161743.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -161743.218750 Penalty: 2372.873047
	Iteration 13F: 3 clusters Score -161743.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -229768.218750 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -229768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -227664.734375 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -227664.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -228075.953125 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -228076 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -228175.187500 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -228175.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -228240.171875 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -228240.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228294.250000 Penalty: 2481.159668
	Iteration 4Q: 3 clusters Score -228294.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -228328.234375 Penalty: 2481.159668
	Iteration 5Q: 3 clusters Score -228328.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -228361.140625 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -228361.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -228381.906250 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -228381.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -228397.437500 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -228397.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228408.781250 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -228408.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228418.234375 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -228418.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -228436.046875 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -228436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -228460.437500 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -228460.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -228479.093750 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -228479.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -228494.421875 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -228494.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -228515.906250 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -228515.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -228533.250000 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -228533.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -228551.390625 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -228551.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -228571.062500 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -228571.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -228588.328125 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -228588.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -228606.390625 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -228606.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -228620.046875 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -228620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -228628.343750 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -228628.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -228640.468750 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -228640.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -228653.984375 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -228654 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -228667.156250 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -228667.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -228679.140625 Penalty: 2481.159668
	Iteration 26Q: 3 clusters Score -228679.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -228693.781250 Penalty: 2481.159668
	Iteration 27Q: 3 clusters Score -228693.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -228709.015625 Penalty: 2481.159668
	Iteration 28Q: 3 clusters Score -228709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -228722.312500 Penalty: 2481.159668
	Iteration 29Q: 3 clusters Score -228722.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -228739.421875 Penalty: 2481.159668
	Iteration 30Q: 3 clusters Score -228739.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -228760.140625 Penalty: 2481.159668
	Iteration 31Q: 3 clusters Score -228760.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -228794.359375 Penalty: 2481.159668
	Iteration 32Q: 3 clusters Score -228794.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -228819.015625 Penalty: 2481.159668
	Iteration 33Q: 3 clusters Score -228819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -228837.343750 Penalty: 2481.159668
	Iteration 34Q: 3 clusters Score -228837.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -228854.203125 Penalty: 2481.159668
	Iteration 35Q: 3 clusters Score -228854.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -228870.328125 Penalty: 2481.159668
	Iteration 36Q: 3 clusters Score -228870.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -228887.296875 Penalty: 2481.159668
	Iteration 37Q: 3 clusters Score -228887.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -228904.406250 Penalty: 2481.159668
	Iteration 38Q: 3 clusters Score -228904.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -228912.531250 Penalty: 2481.159668
	Iteration 39Q: 3 clusters Score -228912.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -228925.125000 Penalty: 2481.159668
	Iteration 40F: 3 clusters Score -228925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -228933.437500 Penalty: 2481.159668
	Iteration 41Q: 3 clusters Score -228933.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -228938.875000 Penalty: 2481.159668
	Iteration 42Q: 3 clusters Score -228938.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -228944.156250 Penalty: 2481.159668
	Iteration 43Q: 3 clusters Score -228944.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -228949.343750 Penalty: 2481.159668
	Iteration 44Q: 3 clusters Score -228949.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -228956.281250 Penalty: 2481.159668
	Iteration 45Q: 3 clusters Score -228956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -228960.453125 Penalty: 2481.159668
	Iteration 46Q: 3 clusters Score -228960.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -228965.015625 Penalty: 2481.159668
	Iteration 47Q: 3 clusters Score -228965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -228969.968750 Penalty: 2481.159668
	Iteration 48Q: 3 clusters Score -228970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -228971.609375 Penalty: 2481.159668
	Iteration 49Q: 3 clusters Score -228971.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -228973.359375 Penalty: 2481.159668
	Iteration 50Q: 3 clusters Score -228973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -228975.031250 Penalty: 2481.159668
	Iteration 51Q: 3 clusters Score -228975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -228981.515625 Penalty: 2481.159668
	Iteration 52Q: 3 clusters Score -228981.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -228996.062500 Penalty: 2481.159668
	Iteration 53Q: 3 clusters Score -228996.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -229017.984375 Penalty: 2481.159668
	Iteration 54Q: 3 clusters Score -229018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -229026.906250 Penalty: 2481.159668
	Iteration 55Q: 3 clusters Score -229026.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -229034.765625 Penalty: 2481.159668
	Iteration 56Q: 3 clusters Score -229034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -229038.953125 Penalty: 2481.159668
	Iteration 57Q: 3 clusters Score -229039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -229042.921875 Penalty: 2481.159668
	Iteration 58Q: 3 clusters Score -229042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -229051.125000 Penalty: 2481.159668
	Iteration 59Q: 3 clusters Score -229051.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -229057.484375 Penalty: 2481.159668
	Iteration 60F: 3 clusters Score -229057.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -229059.781250 Penalty: 2481.159668
	Iteration 61Q: 3 clusters Score -229059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -229061.796875 Penalty: 2481.159668
	Iteration 62Q: 3 clusters Score -229061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -229061.921875 Penalty: 2481.159668
	Iteration 63Q: 3 clusters Score -229061.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -229061.921875 Penalty: 2481.159668
	Iteration 64F: 3 clusters Score -229061.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Entering Unmasked Estep 
Score: -3040466.250000 Penalty: 1654.197876
	Iteration 0F: 2 clusters Score -3040466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -3022626.000000 Penalty: 3308.395752
	Iteration 0F: 3 clusters Score -3022626 nChanged 12067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -3029085.750000 Penalty: 3308.395752
	Iteration 1F: 3 clusters Score -3029086 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -3029485.750000 Penalty: 3308.395752
	Iteration 2Q: 3 clusters Score -3029486 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -3029978.750000 Penalty: 3308.395752
	Iteration 3Q: 3 clusters Score -3029979 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3030627.750000 Penalty: 3308.395752
	Iteration 4F: 3 clusters Score -3030628 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3031604.250000 Penalty: 3308.395752
	Iteration 5F: 3 clusters Score -3031604 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -3033030.250000 Penalty: 3308.395752
	Iteration 6F: 3 clusters Score -3033030 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -3034824.000000 Penalty: 3308.395752
	Iteration 7F: 3 clusters Score -3034824 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -3036586.000000 Penalty: 3308.395752
	Iteration 8F: 3 clusters Score -3036586 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3037821.500000 Penalty: 3308.395752
	Iteration 9Q: 3 clusters Score -3037822 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3038481.000000 Penalty: 3308.395752
	Iteration 10Q: 3 clusters Score -3038481 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3038766.750000 Penalty: 3308.395752
	Iteration 11Q: 3 clusters Score -3038767 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3038873.000000 Penalty: 3308.395752
	Iteration 12Q: 3 clusters Score -3038873 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3038923.500000 Penalty: 3308.395752
	Iteration 13Q: 3 clusters Score -3038924 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3038962.750000 Penalty: 3308.395752
	Iteration 14Q: 3 clusters Score -3038963 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3038988.750000 Penalty: 3308.395752
	Iteration 15Q: 3 clusters Score -3038989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3039002.250000 Penalty: 3308.395752
	Iteration 16Q: 3 clusters Score -3039002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -3039009.500000 Penalty: 3308.395752
	Iteration 17Q: 3 clusters Score -3039010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3039021.000000 Penalty: 3308.395752
	Iteration 18Q: 3 clusters Score -3039021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -3039030.500000 Penalty: 3308.395752
	Iteration 19Q: 3 clusters Score -3039030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3039034.750000 Penalty: 3308.395752
	Iteration 20F: 3 clusters Score -3039035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3039037.750000 Penalty: 3308.395752
	Iteration 21Q: 3 clusters Score -3039038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -3039045.000000 Penalty: 3308.395752
	Iteration 22Q: 3 clusters Score -3039045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3039042.750000 Penalty: 3308.395752
	Iteration 23Q: 3 clusters Score -3039043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3039042.750000 Penalty: 3308.395752
	Iteration 24F: 3 clusters Score -3039043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -161356.031250 Penalty: 1200.502686
	Iteration 0F: 2 clusters Score -161356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -159519.750000 Penalty: 2401.005371
	Iteration 0F: 3 clusters Score -159519.8 nChanged 534
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: -160034.281250 Penalty: 2401.005371
	Iteration 1F: 3 clusters Score -160034.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160324.640625 Penalty: 2401.005371
	Iteration 2F: 3 clusters Score -160324.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -160541.421875 Penalty: 2401.005371
	Iteration 3F: 3 clusters Score -160541.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160658.375000 Penalty: 2401.005371
	Iteration 4F: 3 clusters Score -160658.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160742.609375 Penalty: 2401.005371
	Iteration 5Q: 3 clusters Score -160742.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -160817.531250 Penalty: 2401.005371
	Iteration 6Q: 3 clusters Score -160817.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -160879.234375 Penalty: 2401.005371
	Iteration 7Q: 3 clusters Score -160879.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -160921.515625 Penalty: 2401.005371
	Iteration 8Q: 3 clusters Score -160921.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -160952.578125 Penalty: 2401.005371
	Iteration 9Q: 3 clusters Score -160952.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -160984.609375 Penalty: 2401.005371
	Iteration 10Q: 3 clusters Score -160984.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -161002.781250 Penalty: 2401.005371
	Iteration 11Q: 3 clusters Score -161002.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -161017.703125 Penalty: 2401.005371
	Iteration 12Q: 3 clusters Score -161017.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -161029.515625 Penalty: 2401.005371
	Iteration 13Q: 3 clusters Score -161029.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -161037.328125 Penalty: 2401.005371
	Iteration 14Q: 3 clusters Score -161037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -161045.046875 Penalty: 2401.005371
	Iteration 15Q: 3 clusters Score -161045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -161052.140625 Penalty: 2401.005371
	Iteration 16Q: 3 clusters Score -161052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -161055.796875 Penalty: 2401.005371
	Iteration 17Q: 3 clusters Score -161055.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -161057.593750 Penalty: 2401.005371
	Iteration 18Q: 3 clusters Score -161057.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -161062.859375 Penalty: 2401.005371
	Iteration 19Q: 3 clusters Score -161062.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -161062.859375 Penalty: 2401.005371
	Iteration 20F: 3 clusters Score -161062.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Entering Unmasked Estep 
Score: -719066.875000 Penalty: 1416.942261
	Iteration 0F: 2 clusters Score -719066.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -714409.437500 Penalty: 2833.884521
	Iteration 0F: 3 clusters Score -714409.4 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -715789.625000 Penalty: 2833.884521
	Iteration 1F: 3 clusters Score -715789.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -716104.625000 Penalty: 2833.884521
	Iteration 2F: 3 clusters Score -716104.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -716368.375000 Penalty: 2833.884521
	Iteration 3F: 3 clusters Score -716368.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -716572.062500 Penalty: 2833.884521
	Iteration 4F: 3 clusters Score -716572.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -716747.375000 Penalty: 2833.884521
	Iteration 5F: 3 clusters Score -716747.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -716890.062500 Penalty: 2833.884521
	Iteration 6Q: 3 clusters Score -716890.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -717012.687500 Penalty: 2833.884521
	Iteration 7Q: 3 clusters Score -717012.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -717125.562500 Penalty: 2833.884521
	Iteration 8Q: 3 clusters Score -717125.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -717220.250000 Penalty: 2833.884521
	Iteration 9Q: 3 clusters Score -717220.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -717312.000000 Penalty: 2833.884521
	Iteration 10Q: 3 clusters Score -717312 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -717375.250000 Penalty: 2833.884521
	Iteration 11Q: 3 clusters Score -717375.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -717420.500000 Penalty: 2833.884521
	Iteration 12Q: 3 clusters Score -717420.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -717457.437500 Penalty: 2833.884521
	Iteration 13Q: 3 clusters Score -717457.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -717498.500000 Penalty: 2833.884521
	Iteration 14Q: 3 clusters Score -717498.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -717529.812500 Penalty: 2833.884521
	Iteration 15Q: 3 clusters Score -717529.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -717572.937500 Penalty: 2833.884521
	Iteration 16Q: 3 clusters Score -717572.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -717619.937500 Penalty: 2833.884521
	Iteration 17Q: 3 clusters Score -717619.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -717671.125000 Penalty: 2833.884521
	Iteration 18Q: 3 clusters Score -717671.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -717719.625000 Penalty: 2833.884521
	Iteration 19Q: 3 clusters Score -717719.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -717751.875000 Penalty: 2833.884521
	Iteration 20F: 3 clusters Score -717751.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -717776.125000 Penalty: 2833.884521
	Iteration 21Q: 3 clusters Score -717776.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -717811.500000 Penalty: 2833.884521
	Iteration 22Q: 3 clusters Score -717811.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -717849.000000 Penalty: 2833.884521
	Iteration 23Q: 3 clusters Score -717849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -717872.437500 Penalty: 2833.884521
	Iteration 24Q: 3 clusters Score -717872.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -717893.750000 Penalty: 2833.884521
	Iteration 25Q: 3 clusters Score -717893.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -717906.750000 Penalty: 2833.884521
	Iteration 26Q: 3 clusters Score -717906.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -717915.312500 Penalty: 2833.884521
	Iteration 27Q: 3 clusters Score -717915.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -717917.937500 Penalty: 2833.884521
	Iteration 28Q: 3 clusters Score -717917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -717921.250000 Penalty: 2833.884521
	Iteration 29Q: 3 clusters Score -717921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -717920.875000 Penalty: 2833.884521
	Iteration 30Q: 3 clusters Score -717920.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -717922.125000 Penalty: 2833.884521
	Iteration 31Q: 3 clusters Score -717922.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -717922.125000 Penalty: 2833.884521
	Iteration 32F: 3 clusters Score -717922.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -72996.859375 Penalty: 1077.056763
	Iteration 0F: 2 clusters Score -72996.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71748.554688 Penalty: 2154.113525
	Iteration 0F: 3 clusters Score -71748.55 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72003.117188 Penalty: 2154.113525
	Iteration 1F: 3 clusters Score -72003.12 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -72066.695312 Penalty: 2154.113525
	Iteration 2F: 3 clusters Score -72066.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72106.523438 Penalty: 2154.113525
	Iteration 3Q: 3 clusters Score -72106.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72126.531250 Penalty: 2154.113525
	Iteration 4Q: 3 clusters Score -72126.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -72141.171875 Penalty: 2154.113525
	Iteration 5Q: 3 clusters Score -72141.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72154.617188 Penalty: 2154.113525
	Iteration 6Q: 3 clusters Score -72154.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -72160.804688 Penalty: 2154.113525
	Iteration 7Q: 3 clusters Score -72160.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72164.414062 Penalty: 2154.113525
	Iteration 8Q: 3 clusters Score -72164.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72165.976562 Penalty: 2154.113525
	Iteration 9Q: 3 clusters Score -72165.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72168.031250 Penalty: 2154.113525
	Iteration 10Q: 3 clusters Score -72168.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -72170.578125 Penalty: 2154.113525
	Iteration 11Q: 3 clusters Score -72170.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -72171.601562 Penalty: 2154.113525
	Iteration 12Q: 3 clusters Score -72171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72172.328125 Penalty: 2154.113525
	Iteration 13Q: 3 clusters Score -72172.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72172.328125 Penalty: 2154.113525
	Iteration 14F: 3 clusters Score -72172.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -758067.500000 Penalty: 1428.146362
	Iteration 0F: 2 clusters Score -758067.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -753124.812500 Penalty: 2856.292725
	Iteration 0F: 3 clusters Score -753124.8 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -754597.000000 Penalty: 2856.292725
	Iteration 1F: 3 clusters Score -754597 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -754792.875000 Penalty: 2856.292725
	Iteration 2F: 3 clusters Score -754792.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -754989.187500 Penalty: 2856.292725
	Iteration 3F: 3 clusters Score -754989.2 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -755181.937500 Penalty: 2856.292725
	Iteration 4F: 3 clusters Score -755181.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -755402.625000 Penalty: 2856.292725
	Iteration 5F: 3 clusters Score -755402.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -755656.812500 Penalty: 2856.292725
	Iteration 6F: 3 clusters Score -755656.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -755930.750000 Penalty: 2856.292725
	Iteration 7F: 3 clusters Score -755930.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -756196.625000 Penalty: 2856.292725
	Iteration 8Q: 3 clusters Score -756196.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -756413.187500 Penalty: 2856.292725
	Iteration 9Q: 3 clusters Score -756413.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -756569.687500 Penalty: 2856.292725
	Iteration 10Q: 3 clusters Score -756569.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -756656.750000 Penalty: 2856.292725
	Iteration 11Q: 3 clusters Score -756656.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -756732.500000 Penalty: 2856.292725
	Iteration 12Q: 3 clusters Score -756732.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -756783.625000 Penalty: 2856.292725
	Iteration 13Q: 3 clusters Score -756783.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -756819.312500 Penalty: 2856.292725
	Iteration 14Q: 3 clusters Score -756819.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -756843.625000 Penalty: 2856.292725
	Iteration 15Q: 3 clusters Score -756843.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -756859.687500 Penalty: 2856.292725
	Iteration 16Q: 3 clusters Score -756859.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -756868.875000 Penalty: 2856.292725
	Iteration 17Q: 3 clusters Score -756868.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -756873.750000 Penalty: 2856.292725
	Iteration 18Q: 3 clusters Score -756873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -756875.812500 Penalty: 2856.292725
	Iteration 19Q: 3 clusters Score -756875.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -756877.812500 Penalty: 2856.292725
	Iteration 20F: 3 clusters Score -756877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -756884.437500 Penalty: 2856.292725
	Iteration 21Q: 3 clusters Score -756884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -756886.875000 Penalty: 2856.292725
	Iteration 22Q: 3 clusters Score -756886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -756887.250000 Penalty: 2856.292725
	Iteration 23Q: 3 clusters Score -756887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -756886.312500 Penalty: 2856.292725
	Iteration 24Q: 3 clusters Score -756886.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -756888.500000 Penalty: 2856.292725
	Iteration 25Q: 3 clusters Score -756888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -756888.062500 Penalty: 2856.292725
	Iteration 26Q: 3 clusters Score -756888.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -756888.062500 Penalty: 2856.292725
	Iteration 27F: 3 clusters Score -756888.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -219476.125000 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -219476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -217405.218750 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -217405.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -217803.546875 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -217803.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -217913.953125 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -217914 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -217975.046875 Penalty: 2452.423340
	Iteration 3Q: 3 clusters Score -217975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -218011.203125 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -218011.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -218026.328125 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -218026.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -218040.312500 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -218040.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -218051.765625 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -218051.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -218065.187500 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -218065.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -218075.015625 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -218075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -218081.015625 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -218081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -218085.921875 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -218085.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -218087.796875 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -218087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -218089.281250 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -218089.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -218089.656250 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -218089.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -218089.843750 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -218089.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -218089.843750 Penalty: 2452.423340
	Iteration 16F: 3 clusters Score -218089.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Entering Unmasked Estep 
Score: -913021.125000 Penalty: 1462.838867
	Iteration 0F: 2 clusters Score -913021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -907141.812500 Penalty: 2925.677734
	Iteration 0F: 3 clusters Score -907141.8 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -908869.875000 Penalty: 2925.677734
	Iteration 1F: 3 clusters Score -908869.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -909103.312500 Penalty: 2925.677734
	Iteration 2F: 3 clusters Score -909103.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -909312.000000 Penalty: 2925.677734
	Iteration 3F: 3 clusters Score -909312 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -909513.625000 Penalty: 2925.677734
	Iteration 4Q: 3 clusters Score -909513.6 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -909713.062500 Penalty: 2925.677734
	Iteration 5Q: 3 clusters Score -909713.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -909908.250000 Penalty: 2925.677734
	Iteration 6Q: 3 clusters Score -909908.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -910156.375000 Penalty: 2925.677734
	Iteration 7Q: 3 clusters Score -910156.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -910442.312500 Penalty: 2925.677734
	Iteration 8Q: 3 clusters Score -910442.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -910714.312500 Penalty: 2925.677734
	Iteration 9Q: 3 clusters Score -910714.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -910959.187500 Penalty: 2925.677734
	Iteration 10Q: 3 clusters Score -910959.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -911182.250000 Penalty: 2925.677734
	Iteration 11Q: 3 clusters Score -911182.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -911343.312500 Penalty: 2925.677734
	Iteration 12Q: 3 clusters Score -911343.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -911463.375000 Penalty: 2925.677734
	Iteration 13Q: 3 clusters Score -911463.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -911572.125000 Penalty: 2925.677734
	Iteration 14Q: 3 clusters Score -911572.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -911661.437500 Penalty: 2925.677734
	Iteration 15Q: 3 clusters Score -911661.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -911726.687500 Penalty: 2925.677734
	Iteration 16Q: 3 clusters Score -911726.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -911766.812500 Penalty: 2925.677734
	Iteration 17Q: 3 clusters Score -911766.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -911813.875000 Penalty: 2925.677734
	Iteration 18Q: 3 clusters Score -911813.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -911856.562500 Penalty: 2925.677734
	Iteration 19Q: 3 clusters Score -911856.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -911889.125000 Penalty: 2925.677734
	Iteration 20F: 3 clusters Score -911889.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -911918.437500 Penalty: 2925.677734
	Iteration 21Q: 3 clusters Score -911918.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -911936.000000 Penalty: 2925.677734
	Iteration 22Q: 3 clusters Score -911936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -911959.437500 Penalty: 2925.677734
	Iteration 23Q: 3 clusters Score -911959.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -911976.250000 Penalty: 2925.677734
	Iteration 24Q: 3 clusters Score -911976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -911995.250000 Penalty: 2925.677734
	Iteration 25Q: 3 clusters Score -911995.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -912013.625000 Penalty: 2925.677734
	Iteration 26Q: 3 clusters Score -912013.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -912029.437500 Penalty: 2925.677734
	Iteration 27Q: 3 clusters Score -912029.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -912039.375000 Penalty: 2925.677734
	Iteration 28Q: 3 clusters Score -912039.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -912045.750000 Penalty: 2925.677734
	Iteration 29Q: 3 clusters Score -912045.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -912046.437500 Penalty: 2925.677734
	Iteration 30Q: 3 clusters Score -912046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -912050.000000 Penalty: 2925.677734
	Iteration 31Q: 3 clusters Score -912050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -912051.562500 Penalty: 2925.677734
	Iteration 32Q: 3 clusters Score -912051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -912052.125000 Penalty: 2925.677734
	Iteration 33Q: 3 clusters Score -912052.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -912052.875000 Penalty: 2925.677734
	Iteration 34Q: 3 clusters Score -912052.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -912056.000000 Penalty: 2925.677734
	Iteration 35Q: 3 clusters Score -912056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -912056.000000 Penalty: 2925.677734
	Iteration 36F: 3 clusters Score -912056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Entering Unmasked Estep 
Score: -111739.140625 Penalty: 1126.681274
	Iteration 0F: 2 clusters Score -111739.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110278.234375 Penalty: 2253.362549
	Iteration 0F: 3 clusters Score -110278.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -110551.070312 Penalty: 2253.362549
	Iteration 1F: 3 clusters Score -110551.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -110624.148438 Penalty: 2253.362549
	Iteration 2F: 3 clusters Score -110624.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -110678.117188 Penalty: 2253.362549
	Iteration 3Q: 3 clusters Score -110678.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110702.906250 Penalty: 2253.362549
	Iteration 4Q: 3 clusters Score -110702.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -110724.210938 Penalty: 2253.362549
	Iteration 5Q: 3 clusters Score -110724.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -110741.718750 Penalty: 2253.362549
	Iteration 6Q: 3 clusters Score -110741.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -110750.781250 Penalty: 2253.362549
	Iteration 7Q: 3 clusters Score -110750.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -110763.007812 Penalty: 2253.362549
	Iteration 8Q: 3 clusters Score -110763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -110786.062500 Penalty: 2253.362549
	Iteration 9Q: 3 clusters Score -110786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -110802.078125 Penalty: 2253.362549
	Iteration 10Q: 3 clusters Score -110802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110811.765625 Penalty: 2253.362549
	Iteration 11Q: 3 clusters Score -110811.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -110824.679688 Penalty: 2253.362549
	Iteration 12Q: 3 clusters Score -110824.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -110828.023438 Penalty: 2253.362549
	Iteration 13Q: 3 clusters Score -110828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110829.257812 Penalty: 2253.362549
	Iteration 14Q: 3 clusters Score -110829.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -110830.070312 Penalty: 2253.362549
	Iteration 15Q: 3 clusters Score -110830.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110832.257812 Penalty: 2253.362549
	Iteration 16Q: 3 clusters Score -110832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -110832.257812 Penalty: 2253.362549
	Iteration 17F: 3 clusters Score -110832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -909547.562500 Penalty: 1462.778809
	Iteration 0F: 2 clusters Score -909547.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -903627.625000 Penalty: 2925.557617
	Iteration 0F: 3 clusters Score -903627.6 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -905642.125000 Penalty: 2925.557617
	Iteration 1F: 3 clusters Score -905642.1 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -906194.937500 Penalty: 2925.557617
	Iteration 2F: 3 clusters Score -906194.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -906675.437500 Penalty: 2925.557617
	Iteration 3F: 3 clusters Score -906675.4 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -907068.312500 Penalty: 2925.557617
	Iteration 4F: 3 clusters Score -907068.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -907372.687500 Penalty: 2925.557617
	Iteration 5F: 3 clusters Score -907372.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -907722.625000 Penalty: 2925.557617
	Iteration 6F: 3 clusters Score -907722.6 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -908211.625000 Penalty: 2925.557617
	Iteration 7F: 3 clusters Score -908211.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -908811.812500 Penalty: 2925.557617
	Iteration 8F: 3 clusters Score -908811.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -909331.250000 Penalty: 2925.557617
	Iteration 9F: 3 clusters Score -909331.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -909616.000000 Penalty: 2925.557617
	Iteration 10Q: 3 clusters Score -909616 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -909808.375000 Penalty: 2925.557617
	Iteration 11Q: 3 clusters Score -909808.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -909946.687500 Penalty: 2925.557617
	Iteration 12Q: 3 clusters Score -909946.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -910067.687500 Penalty: 2925.557617
	Iteration 13Q: 3 clusters Score -910067.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -910147.312500 Penalty: 2925.557617
	Iteration 14Q: 3 clusters Score -910147.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -910233.937500 Penalty: 2925.557617
	Iteration 15Q: 3 clusters Score -910233.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -910303.812500 Penalty: 2925.557617
	Iteration 16Q: 3 clusters Score -910303.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -910355.000000 Penalty: 2925.557617
	Iteration 17Q: 3 clusters Score -910355 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -910406.125000 Penalty: 2925.557617
	Iteration 18Q: 3 clusters Score -910406.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -910466.437500 Penalty: 2925.557617
	Iteration 19Q: 3 clusters Score -910466.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -910515.375000 Penalty: 2925.557617
	Iteration 20F: 3 clusters Score -910515.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -910560.312500 Penalty: 2925.557617
	Iteration 21Q: 3 clusters Score -910560.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -910609.562500 Penalty: 2925.557617
	Iteration 22Q: 3 clusters Score -910609.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -910685.187500 Penalty: 2925.557617
	Iteration 23Q: 3 clusters Score -910685.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -910770.437500 Penalty: 2925.557617
	Iteration 24Q: 3 clusters Score -910770.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -910852.875000 Penalty: 2925.557617
	Iteration 25Q: 3 clusters Score -910852.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -910916.250000 Penalty: 2925.557617
	Iteration 26Q: 3 clusters Score -910916.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -910951.500000 Penalty: 2925.557617
	Iteration 27Q: 3 clusters Score -910951.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -910961.250000 Penalty: 2925.557617
	Iteration 28Q: 3 clusters Score -910961.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -910967.625000 Penalty: 2925.557617
	Iteration 29Q: 3 clusters Score -910967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -910967.812500 Penalty: 2925.557617
	Iteration 30Q: 3 clusters Score -910967.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -910967.937500 Penalty: 2925.557617
	Iteration 31Q: 3 clusters Score -910967.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -910970.000000 Penalty: 2925.557617
	Iteration 32Q: 3 clusters Score -910970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -910969.750000 Penalty: 2925.557617
	Iteration 33Q: 3 clusters Score -910969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -910968.625000 Penalty: 2925.557617
	Iteration 34Q: 3 clusters Score -910968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -910968.625000 Penalty: 2925.557617
	Iteration 35F: 3 clusters Score -910968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 5989 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 88968 members 
Mstep: Class 45 contains 2128 members 
Entering Unmasked Estep 
Score: -40138508.000000 Penalty: 93588.375000
Splitting cluster 39 changes total score from -40125020.000000 to -40138508.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 40 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -288561.687500 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -288561.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286135.343750 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -286135.3 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -286687.968750 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -286688 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -286867.375000 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -286867.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -286988.437500 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -286988.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -287070.031250 Penalty: 2549.887451
	Iteration 4Q: 3 clusters Score -287070 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -287139.000000 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -287139 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -287200.375000 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -287200.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -287264.343750 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -287264.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -287350.562500 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -287350.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -287454.593750 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -287454.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -287568.718750 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -287568.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -287702.250000 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -287702.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -287826.187500 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -287826.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -287869.000000 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -287869 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -287890.750000 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -287890.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -287903.750000 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -287903.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -287914.750000 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -287914.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -287916.875000 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -287916.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -287919.750000 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -287919.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -287921.656250 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -287921.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -287922.187500 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -287922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -287922.062500 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -287922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -287922.468750 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -287922.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -287923.125000 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -287923.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -287924.250000 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -287924.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287924.093750 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -287924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -287924.093750 Penalty: 2549.887451
	Iteration 26F: 3 clusters Score -287924.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -44400.050781 Penalty: 1000.509094
	Iteration 0F: 2 clusters Score -44400.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -43465.601562 Penalty: 2001.018188
	Iteration 0F: 3 clusters Score -43465.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -43876.980469 Penalty: 2001.018188
	Iteration 1F: 3 clusters Score -43876.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -44019.515625 Penalty: 2001.018188
	Iteration 2F: 3 clusters Score -44019.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -44138.128906 Penalty: 2001.018188
	Iteration 3Q: 3 clusters Score -44138.13 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -44272.863281 Penalty: 2001.018188
	Iteration 4Q: 3 clusters Score -44272.86 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44376.000000 Penalty: 2001.018188
	Iteration 5Q: 3 clusters Score -44376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44441.425781 Penalty: 2001.018188
	Iteration 6Q: 3 clusters Score -44441.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -44480.929688 Penalty: 2001.018188
	Iteration 7Q: 3 clusters Score -44480.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -44513.703125 Penalty: 2001.018188
	Iteration 8Q: 3 clusters Score -44513.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -44534.226562 Penalty: 2001.018188
	Iteration 9Q: 3 clusters Score -44534.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -44575.230469 Penalty: 2001.018188
	Iteration 10Q: 3 clusters Score -44575.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -44584.863281 Penalty: 2001.018188
	Iteration 11Q: 3 clusters Score -44584.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44601.222656 Penalty: 2001.018188
	Iteration 12Q: 3 clusters Score -44601.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44633.488281 Penalty: 2001.018188
	Iteration 13Q: 3 clusters Score -44633.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -44655.582031 Penalty: 2001.018188
	Iteration 14Q: 3 clusters Score -44655.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -44671.535156 Penalty: 2001.018188
	Iteration 15Q: 3 clusters Score -44671.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44684.269531 Penalty: 2001.018188
	Iteration 16Q: 3 clusters Score -44684.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -44688.964844 Penalty: 2001.018188
	Iteration 17F: 3 clusters Score -44688.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -44710.406250 Penalty: 2001.018188
	Iteration 18Q: 3 clusters Score -44710.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44735.238281 Penalty: 2001.018188
	Iteration 19Q: 3 clusters Score -44735.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44770.214844 Penalty: 2001.018188
	Iteration 20F: 3 clusters Score -44770.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -44811.199219 Penalty: 2001.018188
	Iteration 21Q: 3 clusters Score -44811.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -44827.800781 Penalty: 2001.018188
	Iteration 22Q: 3 clusters Score -44827.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -44852.746094 Penalty: 2001.018188
	Iteration 23Q: 3 clusters Score -44852.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -44881.597656 Penalty: 2001.018188
	Iteration 24Q: 3 clusters Score -44881.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44885.617188 Penalty: 2001.018188
	Iteration 25Q: 3 clusters Score -44885.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -44885.617188 Penalty: 2001.018188
	Iteration 26F: 3 clusters Score -44885.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 5989 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 88968 members 
Mstep: Class 45 contains 2128 members 
Mstep: Class 46 contains 144 members 
Entering Unmasked Estep 
Score: -40137948.000000 Penalty: 95668.117188
Splitting cluster 41 changes total score from -40125020.000000 to -40137948.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 42 (4674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Entering Unmasked Estep 
Score: -469688.625000 Penalty: 1373.087769
	Iteration 0F: 2 clusters Score -469688.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -465888.250000 Penalty: 2746.175537
	Iteration 0F: 3 clusters Score -465888.2 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -467237.218750 Penalty: 2746.175537
	Iteration 1F: 3 clusters Score -467237.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -467639.593750 Penalty: 2746.175537
	Iteration 2F: 3 clusters Score -467639.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -467943.562500 Penalty: 2746.175537
	Iteration 3F: 3 clusters Score -467943.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -468180.093750 Penalty: 2746.175537
	Iteration 4F: 3 clusters Score -468180.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -468355.281250 Penalty: 2746.175537
	Iteration 5Q: 3 clusters Score -468355.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -468488.531250 Penalty: 2746.175537
	Iteration 6Q: 3 clusters Score -468488.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -468608.156250 Penalty: 2746.175537
	Iteration 7Q: 3 clusters Score -468608.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -468707.687500 Penalty: 2746.175537
	Iteration 8Q: 3 clusters Score -468707.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -468792.062500 Penalty: 2746.175537
	Iteration 9Q: 3 clusters Score -468792.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -468846.562500 Penalty: 2746.175537
	Iteration 10Q: 3 clusters Score -468846.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -468893.500000 Penalty: 2746.175537
	Iteration 11Q: 3 clusters Score -468893.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -468932.250000 Penalty: 2746.175537
	Iteration 12Q: 3 clusters Score -468932.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -468966.031250 Penalty: 2746.175537
	Iteration 13Q: 3 clusters Score -468966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -469003.750000 Penalty: 2746.175537
	Iteration 14Q: 3 clusters Score -469003.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -469045.062500 Penalty: 2746.175537
	Iteration 15Q: 3 clusters Score -469045.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -469077.875000 Penalty: 2746.175537
	Iteration 16Q: 3 clusters Score -469077.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -469103.968750 Penalty: 2746.175537
	Iteration 17Q: 3 clusters Score -469104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -469126.906250 Penalty: 2746.175537
	Iteration 18Q: 3 clusters Score -469126.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -469142.843750 Penalty: 2746.175537
	Iteration 19Q: 3 clusters Score -469142.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -469155.156250 Penalty: 2746.175537
	Iteration 20F: 3 clusters Score -469155.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -469168.031250 Penalty: 2746.175537
	Iteration 21Q: 3 clusters Score -469168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -469173.437500 Penalty: 2746.175537
	Iteration 22Q: 3 clusters Score -469173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -469177.250000 Penalty: 2746.175537
	Iteration 23Q: 3 clusters Score -469177.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -469181.062500 Penalty: 2746.175537
	Iteration 24Q: 3 clusters Score -469181.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -469183.343750 Penalty: 2746.175537
	Iteration 25Q: 3 clusters Score -469183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -469186.687500 Penalty: 2746.175537
	Iteration 26Q: 3 clusters Score -469186.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -469187.687500 Penalty: 2746.175537
	Iteration 27Q: 3 clusters Score -469187.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -469188.875000 Penalty: 2746.175537
	Iteration 28Q: 3 clusters Score -469188.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -469188.843750 Penalty: 2746.175537
	Iteration 29Q: 3 clusters Score -469188.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -469188.843750 Penalty: 2746.175537
	Iteration 30F: 3 clusters Score -469188.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -223457.218750 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -223457.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -221415.578125 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -221415.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -221791.343750 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -221791.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -221885.359375 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -221885.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -221938.750000 Penalty: 2463.063477
	Iteration 3Q: 3 clusters Score -221938.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -221974.234375 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -221974.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -222001.250000 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -222001.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222030.437500 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -222030.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -222061.109375 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -222061.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -222075.171875 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -222075.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -222085.828125 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -222085.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222098.296875 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -222098.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222103.781250 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -222103.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -222106.484375 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -222106.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -222110.015625 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -222110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -222112.515625 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -222112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -222115.921875 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -222115.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -222119.734375 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -222119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -222122.546875 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -222122.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -222125.078125 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -222125.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -222126.125000 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -222126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -222127.046875 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -222127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -222128.218750 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -222128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -222129.484375 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -222129.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -222132.750000 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -222132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -222135.734375 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -222135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -222138.156250 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -222138.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -222139.031250 Penalty: 2463.063477
	Iteration 26Q: 3 clusters Score -222139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -222139.953125 Penalty: 2463.063477
	Iteration 27Q: 3 clusters Score -222140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -222139.843750 Penalty: 2463.063477
	Iteration 28Q: 3 clusters Score -222139.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -222140.796875 Penalty: 2463.063477
	Iteration 29Q: 3 clusters Score -222140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -222140.703125 Penalty: 2463.063477
	Iteration 30Q: 3 clusters Score -222140.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -222141.281250 Penalty: 2463.063477
	Iteration 31Q: 3 clusters Score -222141.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -222141.812500 Penalty: 2463.063477
	Iteration 32Q: 3 clusters Score -222141.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -222141.953125 Penalty: 2463.063477
	Iteration 33Q: 3 clusters Score -222142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -222142.156250 Penalty: 2463.063477
	Iteration 34Q: 3 clusters Score -222142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -222142.156250 Penalty: 2463.063477
	Iteration 35F: 3 clusters Score -222142.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 13755 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2837 members 
Mstep: Class 5 contains 7459 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10276 members 
Mstep: Class 10 contains 588 members 
Mstep: Class 11 contains 5122 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43679 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2069 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1600 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17406 members 
Mstep: Class 29 contains 1482 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26362 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6559 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1026 members 
Mstep: Class 39 contains 5989 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 328 members 
Mstep: Class 42 contains 4674 members 
Mstep: Class 43 contains 1956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138620.000000 Penalty: 95668.117188
Iteration 166F: 47 clusters Score -4.013862e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13762 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2831 members 
Mstep: Class 5 contains 7456 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10264 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 5136 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43681 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1442 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 2815 members 
Mstep: Class 26 contains 4941 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17379 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26366 members 
Mstep: Class 32 contains 1614 members 
Mstep: Class 33 contains 6124 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6563 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1028 members 
Mstep: Class 39 contains 5919 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 333 members 
Mstep: Class 42 contains 4685 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 88916 members 
Mstep: Class 45 contains 2199 members 
Mstep: Class 46 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139060.000000 Penalty: 95668.117188
Iteration 167Q: 47 clusters Score -4.013906e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2825 members 
Mstep: Class 5 contains 7446 members 
Mstep: Class 6 contains 7828 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10248 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 5135 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3352 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15639 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43680 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1441 members 
Mstep: Class 24 contains 1599 members 
Mstep: Class 25 contains 2813 members 
Mstep: Class 26 contains 4940 members 
Mstep: Class 27 contains 802 members 
Mstep: Class 28 contains 17370 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26366 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6126 members 
Mstep: Class 34 contains 756 members 
Mstep: Class 35 contains 6567 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1028 members 
Mstep: Class 39 contains 5885 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 351 members 
Mstep: Class 42 contains 4701 members 
Mstep: Class 43 contains 1956 members 
Mstep: Class 44 contains 88892 members 
Mstep: Class 45 contains 2240 members 
Mstep: Class 46 contains 212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40140004.000000 Penalty: 95668.117188
Iteration 168Q: 47 clusters Score -4.014e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2821 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 7829 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10208 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3353 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15640 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43686 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1472 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1440 members 
Mstep: Class 24 contains 1601 members 
Mstep: Class 25 contains 2811 members 
Mstep: Class 26 contains 4938 members 
Mstep: Class 27 contains 801 members 
Mstep: Class 28 contains 17348 members 
Mstep: Class 29 contains 1483 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26361 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6128 members 
Mstep: Class 34 contains 755 members 
Mstep: Class 35 contains 6569 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1029 members 
Mstep: Class 39 contains 5875 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 365 members 
Mstep: Class 42 contains 4714 members 
Mstep: Class 43 contains 1957 members 
Mstep: Class 44 contains 88867 members 
Mstep: Class 45 contains 2256 members 
Mstep: Class 46 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40141248.000000 Penalty: 95668.117188
Iteration 169Q: 47 clusters Score -4.014125e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 7444 members 
Mstep: Class 6 contains 7832 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10191 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15638 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 19 contains 43688 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1604 members 
Mstep: Class 25 contains 2810 members 
Mstep: Class 26 contains 4936 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 17328 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26359 members 
Mstep: Class 32 contains 1615 members 
Mstep: Class 33 contains 6129 members 
Mstep: Class 34 contains 754 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8120 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 5868 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 379 members 
Mstep: Class 42 contains 4718 members 
Mstep: Class 43 contains 1959 members 
Mstep: Class 44 contains 88884 members 
Mstep: Class 45 contains 2271 members 
Mstep: Class 46 contains 250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40141988.000000 Penalty: 95668.117188
Iteration 170Q: 47 clusters Score -4.014199e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13774 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 7442 members 
Mstep: Class 6 contains 7833 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10181 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15635 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 19 contains 43691 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 4931 members 
Mstep: Class 27 contains 800 members 
Mstep: Class 28 contains 17313 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26355 members 
Mstep: Class 32 contains 1617 members 
Mstep: Class 33 contains 6130 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6573 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 5863 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 385 members 
Mstep: Class 42 contains 4722 members 
Mstep: Class 43 contains 1963 members 
Mstep: Class 44 contains 88896 members 
Mstep: Class 45 contains 2285 members 
Mstep: Class 46 contains 245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142092.000000 Penalty: 95668.117188
Iteration 171Q: 47 clusters Score -4.014209e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 7441 members 
Mstep: Class 6 contains 7834 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10178 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5132 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3355 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15633 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 43694 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 4929 members 
Mstep: Class 27 contains 798 members 
Mstep: Class 28 contains 17296 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26355 members 
Mstep: Class 32 contains 1617 members 
Mstep: Class 33 contains 6131 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6575 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8118 members 
Mstep: Class 38 contains 1030 members 
Mstep: Class 39 contains 5862 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 391 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 1964 members 
Mstep: Class 44 contains 88904 members 
Mstep: Class 45 contains 2296 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142220.000000 Penalty: 95668.117188
Iteration 172Q: 47 clusters Score -4.014222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2820 members 
Mstep: Class 5 contains 7443 members 
Mstep: Class 6 contains 7838 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3655 members 
Mstep: Class 9 contains 10169 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 5131 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15632 members 
Mstep: Class 18 contains 6083 members 
Mstep: Class 19 contains 43694 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17283 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26353 members 
Mstep: Class 32 contains 1616 members 
Mstep: Class 33 contains 6131 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6578 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8116 members 
Mstep: Class 38 contains 1031 members 
Mstep: Class 39 contains 5862 members 
Mstep: Class 40 contains 2557 members 
Mstep: Class 41 contains 394 members 
Mstep: Class 42 contains 4725 members 
Mstep: Class 43 contains 1965 members 
Mstep: Class 44 contains 88914 members 
Mstep: Class 45 contains 2304 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142320.000000 Penalty: 95668.117188
Iteration 173Q: 47 clusters Score -4.014232e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7441 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3657 members 
Mstep: Class 9 contains 10164 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 43698 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 4924 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17271 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26354 members 
Mstep: Class 32 contains 1617 members 
Mstep: Class 33 contains 6131 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6584 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8115 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5860 members 
Mstep: Class 40 contains 2558 members 
Mstep: Class 41 contains 395 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 1966 members 
Mstep: Class 44 contains 88917 members 
Mstep: Class 45 contains 2310 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142312.000000 Penalty: 95668.117188
Iteration 174Q: 47 clusters Score -4.014231e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7437 members 
Mstep: Class 6 contains 7840 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 3659 members 
Mstep: Class 9 contains 10163 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 43699 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2809 members 
Mstep: Class 26 contains 4922 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17256 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26353 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6131 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6587 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8117 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5860 members 
Mstep: Class 40 contains 2559 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 1967 members 
Mstep: Class 44 contains 88919 members 
Mstep: Class 45 contains 2320 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142280.000000 Penalty: 95668.117188
Iteration 175Q: 47 clusters Score -4.014228e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13777 members 
Mstep: Class 3 contains 2591 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 7436 members 
Mstep: Class 6 contains 7841 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 10161 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15630 members 
Mstep: Class 18 contains 6081 members 
Mstep: Class 19 contains 43700 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 4922 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17246 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26350 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 6132 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6589 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8118 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5860 members 
Mstep: Class 40 contains 2558 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 1967 members 
Mstep: Class 44 contains 88922 members 
Mstep: Class 45 contains 2327 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142280.000000 Penalty: 95668.117188
Iteration 176Q: 47 clusters Score -4.014228e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 7435 members 
Mstep: Class 6 contains 7844 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10160 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15629 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43700 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2808 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17236 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26350 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 6132 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8119 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5859 members 
Mstep: Class 40 contains 2556 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4721 members 
Mstep: Class 43 contains 1968 members 
Mstep: Class 44 contains 88924 members 
Mstep: Class 45 contains 2339 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142324.000000 Penalty: 95668.117188
Iteration 177Q: 47 clusters Score -4.014232e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13775 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 7432 members 
Mstep: Class 6 contains 7847 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 10158 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3356 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 6082 members 
Mstep: Class 19 contains 43700 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4923 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17233 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26350 members 
Mstep: Class 32 contains 1621 members 
Mstep: Class 33 contains 6132 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5858 members 
Mstep: Class 40 contains 2555 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4721 members 
Mstep: Class 43 contains 1969 members 
Mstep: Class 44 contains 88926 members 
Mstep: Class 45 contains 2340 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142280.000000 Penalty: 95668.117188
Iteration 178Q: 47 clusters Score -4.014228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 7848 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3665 members 
Mstep: Class 9 contains 10156 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9353 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 43701 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17233 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26348 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 6132 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2553 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 1969 members 
Mstep: Class 44 contains 88930 members 
Mstep: Class 45 contains 2337 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142240.000000 Penalty: 95668.117188
Iteration 179Q: 47 clusters Score -4.014224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 7849 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10156 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15627 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 43703 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17233 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26348 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 6132 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5858 members 
Mstep: Class 40 contains 2552 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4724 members 
Mstep: Class 43 contains 1969 members 
Mstep: Class 44 contains 88934 members 
Mstep: Class 45 contains 2335 members 
Mstep: Class 46 contains 241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40145700.000000 Penalty: 95668.117188
Iteration 180F: 47 clusters Score -4.01457e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 13773 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7430 members 
Mstep: Class 6 contains 7851 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 10083 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5127 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 6084 members 
Mstep: Class 19 contains 43703 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1439 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17232 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26347 members 
Mstep: Class 32 contains 1620 members 
Mstep: Class 33 contains 6132 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5858 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 396 members 
Mstep: Class 42 contains 4722 members 
Mstep: Class 43 contains 1970 members 
Mstep: Class 44 contains 88676 members 
Mstep: Class 45 contains 2336 members 
Mstep: Class 46 contains 571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147164.000000 Penalty: 95668.117188
Iteration 181Q: 47 clusters Score -4.014716e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13770 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7428 members 
Mstep: Class 6 contains 7851 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10066 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 11 contains 5128 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43704 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1438 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4926 members 
Mstep: Class 27 contains 795 members 
Mstep: Class 28 contains 17227 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26349 members 
Mstep: Class 32 contains 1619 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8121 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2549 members 
Mstep: Class 41 contains 408 members 
Mstep: Class 42 contains 4722 members 
Mstep: Class 43 contains 1971 members 
Mstep: Class 44 contains 88691 members 
Mstep: Class 45 contains 2340 members 
Mstep: Class 46 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147528.000000 Penalty: 95668.117188
Iteration 182Q: 47 clusters Score -4.014753e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7421 members 
Mstep: Class 6 contains 7852 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15628 members 
Mstep: Class 18 contains 6079 members 
Mstep: Class 19 contains 43705 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4928 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17221 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8122 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2548 members 
Mstep: Class 41 contains 416 members 
Mstep: Class 42 contains 4721 members 
Mstep: Class 43 contains 1972 members 
Mstep: Class 44 contains 88695 members 
Mstep: Class 45 contains 2344 members 
Mstep: Class 46 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147680.000000 Penalty: 95668.117188
Iteration 183Q: 47 clusters Score -4.014768e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2819 members 
Mstep: Class 5 contains 7418 members 
Mstep: Class 6 contains 7853 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4928 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17217 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6592 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2547 members 
Mstep: Class 41 contains 419 members 
Mstep: Class 42 contains 4719 members 
Mstep: Class 43 contains 1974 members 
Mstep: Class 44 contains 88697 members 
Mstep: Class 45 contains 2346 members 
Mstep: Class 46 contains 556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147708.000000 Penalty: 95668.117188
Iteration 184Q: 47 clusters Score -4.014771e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13771 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2818 members 
Mstep: Class 5 contains 7416 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10071 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1436 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4928 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17217 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6593 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5856 members 
Mstep: Class 40 contains 2545 members 
Mstep: Class 41 contains 420 members 
Mstep: Class 42 contains 4719 members 
Mstep: Class 43 contains 1976 members 
Mstep: Class 44 contains 88699 members 
Mstep: Class 45 contains 2347 members 
Mstep: Class 46 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147744.000000 Penalty: 95668.117188
Iteration 185Q: 47 clusters Score -4.014774e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7414 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5129 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17216 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6594 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5856 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88698 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147744.000000 Penalty: 95668.117188
Iteration 186Q: 47 clusters Score -4.014774e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10072 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17213 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6595 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8123 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88698 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147764.000000 Penalty: 95668.117188
Iteration 187Q: 47 clusters Score -4.014776e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10070 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17210 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6595 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88700 members 
Mstep: Class 45 contains 2349 members 
Mstep: Class 46 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147768.000000 Penalty: 95668.117188
Iteration 188Q: 47 clusters Score -4.014777e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10069 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6596 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88702 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147748.000000 Penalty: 95668.117188
Iteration 189Q: 47 clusters Score -4.014775e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147752.000000 Penalty: 95668.117188
Iteration 190Q: 47 clusters Score -4.014775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1609 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147780.000000 Penalty: 95668.117188
Iteration 191F: 47 clusters Score -4.014778e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88702 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147792.000000 Penalty: 95668.117188
Iteration 192Q: 47 clusters Score -4.014779e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88702 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147784.000000 Penalty: 95668.117188
Iteration 193Q: 47 clusters Score -4.014778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147776.000000 Penalty: 95668.117188
Iteration 194Q: 47 clusters Score -4.014778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147776.000000 Penalty: 95668.117188
Iteration 195F: 47 clusters Score -4.014778e+07 nChanged 0
Entering ConstructFrom: 
Score: -40147776.000000 Penalty: 95668.117188
Entering ConstructFrom: 
Trying to split cluster 1 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -425503.312500 Penalty: 1336.252197
	Iteration 0F: 2 clusters Score -425503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -422362.875000 Penalty: 2672.504395
	Iteration 0F: 3 clusters Score -422362.9 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -423168.062500 Penalty: 2672.504395
	Iteration 1F: 3 clusters Score -423168.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -423330.906250 Penalty: 2672.504395
	Iteration 2F: 3 clusters Score -423330.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -423458.812500 Penalty: 2672.504395
	Iteration 3F: 3 clusters Score -423458.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -423538.718750 Penalty: 2672.504395
	Iteration 4Q: 3 clusters Score -423538.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -423615.281250 Penalty: 2672.504395
	Iteration 5Q: 3 clusters Score -423615.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -423678.218750 Penalty: 2672.504395
	Iteration 6Q: 3 clusters Score -423678.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -423738.031250 Penalty: 2672.504395
	Iteration 7Q: 3 clusters Score -423738 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -423794.250000 Penalty: 2672.504395
	Iteration 8Q: 3 clusters Score -423794.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -423854.812500 Penalty: 2672.504395
	Iteration 9Q: 3 clusters Score -423854.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -423921.937500 Penalty: 2672.504395
	Iteration 10Q: 3 clusters Score -423921.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -423991.250000 Penalty: 2672.504395
	Iteration 11Q: 3 clusters Score -423991.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -424053.468750 Penalty: 2672.504395
	Iteration 12Q: 3 clusters Score -424053.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -424095.250000 Penalty: 2672.504395
	Iteration 13Q: 3 clusters Score -424095.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -424135.875000 Penalty: 2672.504395
	Iteration 14Q: 3 clusters Score -424135.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -424172.718750 Penalty: 2672.504395
	Iteration 15Q: 3 clusters Score -424172.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -424196.187500 Penalty: 2672.504395
	Iteration 16Q: 3 clusters Score -424196.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -424220.250000 Penalty: 2672.504395
	Iteration 17Q: 3 clusters Score -424220.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -424238.156250 Penalty: 2672.504395
	Iteration 18Q: 3 clusters Score -424238.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -424249.687500 Penalty: 2672.504395
	Iteration 19Q: 3 clusters Score -424249.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -424257.875000 Penalty: 2672.504395
	Iteration 20F: 3 clusters Score -424257.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -424266.656250 Penalty: 2672.504395
	Iteration 21Q: 3 clusters Score -424266.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -424276.000000 Penalty: 2672.504395
	Iteration 22Q: 3 clusters Score -424276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -424288.000000 Penalty: 2672.504395
	Iteration 23Q: 3 clusters Score -424288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -424297.687500 Penalty: 2672.504395
	Iteration 24Q: 3 clusters Score -424297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -424303.812500 Penalty: 2672.504395
	Iteration 25Q: 3 clusters Score -424303.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -424311.187500 Penalty: 2672.504395
	Iteration 26Q: 3 clusters Score -424311.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -424317.000000 Penalty: 2672.504395
	Iteration 27Q: 3 clusters Score -424317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -424324.781250 Penalty: 2672.504395
	Iteration 28Q: 3 clusters Score -424324.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -424327.312500 Penalty: 2672.504395
	Iteration 29Q: 3 clusters Score -424327.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -424329.062500 Penalty: 2672.504395
	Iteration 30Q: 3 clusters Score -424329.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -424329.062500 Penalty: 2672.504395
	Iteration 31F: 3 clusters Score -424329.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Entering Unmasked Estep 
Score: -1594272.750000 Penalty: 1548.688843
	Iteration 0F: 2 clusters Score -1594273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1584728.125000 Penalty: 3097.377686
	Iteration 0F: 3 clusters Score -1584728 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1587904.000000 Penalty: 3097.377686
	Iteration 1F: 3 clusters Score -1587904 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1588210.250000 Penalty: 3097.377686
	Iteration 2F: 3 clusters Score -1588210 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1588488.500000 Penalty: 3097.377686
	Iteration 3Q: 3 clusters Score -1588488 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1588773.250000 Penalty: 3097.377686
	Iteration 4Q: 3 clusters Score -1588773 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1589061.875000 Penalty: 3097.377686
	Iteration 5Q: 3 clusters Score -1589062 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1589362.500000 Penalty: 3097.377686
	Iteration 6Q: 3 clusters Score -1589362 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1589738.000000 Penalty: 3097.377686
	Iteration 7Q: 3 clusters Score -1589738 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1590132.125000 Penalty: 3097.377686
	Iteration 8Q: 3 clusters Score -1590132 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1590559.750000 Penalty: 3097.377686
	Iteration 9Q: 3 clusters Score -1590560 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1590918.000000 Penalty: 3097.377686
	Iteration 10Q: 3 clusters Score -1590918 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1591216.500000 Penalty: 3097.377686
	Iteration 11Q: 3 clusters Score -1591216 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1591453.625000 Penalty: 3097.377686
	Iteration 12Q: 3 clusters Score -1591454 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1591643.500000 Penalty: 3097.377686
	Iteration 13Q: 3 clusters Score -1591644 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1591814.000000 Penalty: 3097.377686
	Iteration 14Q: 3 clusters Score -1591814 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1591944.750000 Penalty: 3097.377686
	Iteration 15Q: 3 clusters Score -1591945 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1592056.625000 Penalty: 3097.377686
	Iteration 16Q: 3 clusters Score -1592057 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1592135.875000 Penalty: 3097.377686
	Iteration 17Q: 3 clusters Score -1592136 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1592196.875000 Penalty: 3097.377686
	Iteration 18Q: 3 clusters Score -1592197 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1592249.625000 Penalty: 3097.377686
	Iteration 19Q: 3 clusters Score -1592250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1592285.500000 Penalty: 3097.377686
	Iteration 20F: 3 clusters Score -1592286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1592314.750000 Penalty: 3097.377686
	Iteration 21Q: 3 clusters Score -1592315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1592334.625000 Penalty: 3097.377686
	Iteration 22Q: 3 clusters Score -1592335 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1592361.500000 Penalty: 3097.377686
	Iteration 23Q: 3 clusters Score -1592362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -1592383.875000 Penalty: 3097.377686
	Iteration 24Q: 3 clusters Score -1592384 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1592411.625000 Penalty: 3097.377686
	Iteration 25Q: 3 clusters Score -1592412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1592437.750000 Penalty: 3097.377686
	Iteration 26Q: 3 clusters Score -1592438 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1592458.750000 Penalty: 3097.377686
	Iteration 27Q: 3 clusters Score -1592459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 11657 members 
Entering Unmasked Estep 
Score: -1592478.000000 Penalty: 3097.377686
	Iteration 28Q: 3 clusters Score -1592478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1592497.125000 Penalty: 3097.377686
	Iteration 29Q: 3 clusters Score -1592497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1592521.750000 Penalty: 3097.377686
	Iteration 30Q: 3 clusters Score -1592522 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -1592541.375000 Penalty: 3097.377686
	Iteration 31Q: 3 clusters Score -1592541 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -1592565.375000 Penalty: 3097.377686
	Iteration 32Q: 3 clusters Score -1592565 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -1592580.000000 Penalty: 3097.377686
	Iteration 33Q: 3 clusters Score -1592580 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1592593.125000 Penalty: 3097.377686
	Iteration 34Q: 3 clusters Score -1592593 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1592605.875000 Penalty: 3097.377686
	Iteration 35Q: 3 clusters Score -1592606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1592616.250000 Penalty: 3097.377686
	Iteration 36Q: 3 clusters Score -1592616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1592626.250000 Penalty: 3097.377686
	Iteration 37Q: 3 clusters Score -1592626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1592632.750000 Penalty: 3097.377686
	Iteration 38Q: 3 clusters Score -1592633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -1592633.875000 Penalty: 3097.377686
	Iteration 39Q: 3 clusters Score -1592634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -1592641.625000 Penalty: 3097.377686
	Iteration 40F: 3 clusters Score -1592642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1592644.750000 Penalty: 3097.377686
	Iteration 41Q: 3 clusters Score -1592645 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1592653.875000 Penalty: 3097.377686
	Iteration 42Q: 3 clusters Score -1592654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1592653.750000 Penalty: 3097.377686
	Iteration 43Q: 3 clusters Score -1592654 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1592658.000000 Penalty: 3097.377686
	Iteration 44Q: 3 clusters Score -1592658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1592663.125000 Penalty: 3097.377686
	Iteration 45Q: 3 clusters Score -1592663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1592668.875000 Penalty: 3097.377686
	Iteration 46Q: 3 clusters Score -1592669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -1592677.750000 Penalty: 3097.377686
	Iteration 47Q: 3 clusters Score -1592678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -1592681.625000 Penalty: 3097.377686
	Iteration 48Q: 3 clusters Score -1592682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1592687.750000 Penalty: 3097.377686
	Iteration 49Q: 3 clusters Score -1592688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1592694.000000 Penalty: 3097.377686
	Iteration 50Q: 3 clusters Score -1592694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1592696.500000 Penalty: 3097.377686
	Iteration 51Q: 3 clusters Score -1592696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1592698.875000 Penalty: 3097.377686
	Iteration 52Q: 3 clusters Score -1592699 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1592703.875000 Penalty: 3097.377686
	Iteration 53Q: 3 clusters Score -1592704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1592707.250000 Penalty: 3097.377686
	Iteration 54Q: 3 clusters Score -1592707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1592707.250000 Penalty: 3097.377686
	Iteration 55Q: 3 clusters Score -1592707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1592705.500000 Penalty: 3097.377686
	Iteration 56Q: 3 clusters Score -1592706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1592704.250000 Penalty: 3097.377686
	Iteration 57Q: 3 clusters Score -1592704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -1592709.375000 Penalty: 3097.377686
	Iteration 58Q: 3 clusters Score -1592709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1592710.250000 Penalty: 3097.377686
	Iteration 59Q: 3 clusters Score -1592710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1592712.875000 Penalty: 3097.377686
	Iteration 60F: 3 clusters Score -1592713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1592721.500000 Penalty: 3097.377686
	Iteration 61Q: 3 clusters Score -1592722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1592723.000000 Penalty: 3097.377686
	Iteration 62Q: 3 clusters Score -1592723 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1592730.500000 Penalty: 3097.377686
	Iteration 63Q: 3 clusters Score -1592730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1592730.375000 Penalty: 3097.377686
	Iteration 64Q: 3 clusters Score -1592730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1592737.500000 Penalty: 3097.377686
	Iteration 65Q: 3 clusters Score -1592738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -1592740.500000 Penalty: 3097.377686
	Iteration 66Q: 3 clusters Score -1592740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1592742.875000 Penalty: 3097.377686
	Iteration 67Q: 3 clusters Score -1592743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1592744.500000 Penalty: 3097.377686
	Iteration 68Q: 3 clusters Score -1592744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1592746.250000 Penalty: 3097.377686
	Iteration 69Q: 3 clusters Score -1592746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1592749.625000 Penalty: 3097.377686
	Iteration 70Q: 3 clusters Score -1592750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1592753.750000 Penalty: 3097.377686
	Iteration 71Q: 3 clusters Score -1592754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1592755.750000 Penalty: 3097.377686
	Iteration 72Q: 3 clusters Score -1592756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1592763.000000 Penalty: 3097.377686
	Iteration 73Q: 3 clusters Score -1592763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1592762.750000 Penalty: 3097.377686
	Iteration 74Q: 3 clusters Score -1592763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1592767.875000 Penalty: 3097.377686
	Iteration 75Q: 3 clusters Score -1592768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1592770.375000 Penalty: 3097.377686
	Iteration 76Q: 3 clusters Score -1592770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1592771.750000 Penalty: 3097.377686
	Iteration 77Q: 3 clusters Score -1592772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -1592772.250000 Penalty: 3097.377686
	Iteration 78Q: 3 clusters Score -1592772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1592775.875000 Penalty: 3097.377686
	Iteration 79Q: 3 clusters Score -1592776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -1592779.875000 Penalty: 3097.377686
	Iteration 80F: 3 clusters Score -1592780 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1592782.625000 Penalty: 3097.377686
	Iteration 81Q: 3 clusters Score -1592783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1592784.875000 Penalty: 3097.377686
	Iteration 82Q: 3 clusters Score -1592785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1592789.875000 Penalty: 3097.377686
	Iteration 83Q: 3 clusters Score -1592790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1592792.375000 Penalty: 3097.377686
	Iteration 84Q: 3 clusters Score -1592792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1592798.000000 Penalty: 3097.377686
	Iteration 85Q: 3 clusters Score -1592798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1592807.625000 Penalty: 3097.377686
	Iteration 86Q: 3 clusters Score -1592808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1592807.000000 Penalty: 3097.377686
	Iteration 87Q: 3 clusters Score -1592807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1592811.875000 Penalty: 3097.377686
	Iteration 88Q: 3 clusters Score -1592812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1592820.500000 Penalty: 3097.377686
	Iteration 89Q: 3 clusters Score -1592820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1592826.375000 Penalty: 3097.377686
	Iteration 90Q: 3 clusters Score -1592826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1592829.500000 Penalty: 3097.377686
	Iteration 91Q: 3 clusters Score -1592830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -1592829.750000 Penalty: 3097.377686
	Iteration 92Q: 3 clusters Score -1592830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1592833.250000 Penalty: 3097.377686
	Iteration 93Q: 3 clusters Score -1592833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1592836.500000 Penalty: 3097.377686
	Iteration 94Q: 3 clusters Score -1592836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1592834.875000 Penalty: 3097.377686
	Iteration 95Q: 3 clusters Score -1592835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -1592835.625000 Penalty: 3097.377686
	Iteration 96Q: 3 clusters Score -1592836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1592837.375000 Penalty: 3097.377686
	Iteration 97Q: 3 clusters Score -1592837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1592838.125000 Penalty: 3097.377686
	Iteration 98Q: 3 clusters Score -1592838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1592837.000000 Penalty: 3097.377686
	Iteration 99Q: 3 clusters Score -1592837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1592837.000000 Penalty: 3097.377686
	Iteration 100F: 3 clusters Score -1592837 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -290925.343750 Penalty: 1277.029053
	Iteration 0F: 2 clusters Score -290925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -288426.093750 Penalty: 2554.058105
	Iteration 0F: 3 clusters Score -288426.1 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289040.562500 Penalty: 2554.058105
	Iteration 1F: 3 clusters Score -289040.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -289178.656250 Penalty: 2554.058105
	Iteration 2F: 3 clusters Score -289178.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -289245.156250 Penalty: 2554.058105
	Iteration 3Q: 3 clusters Score -289245.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289280.343750 Penalty: 2554.058105
	Iteration 4Q: 3 clusters Score -289280.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -289307.968750 Penalty: 2554.058105
	Iteration 5Q: 3 clusters Score -289308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289339.781250 Penalty: 2554.058105
	Iteration 6Q: 3 clusters Score -289339.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -289361.437500 Penalty: 2554.058105
	Iteration 7Q: 3 clusters Score -289361.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289377.656250 Penalty: 2554.058105
	Iteration 8Q: 3 clusters Score -289377.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289395.468750 Penalty: 2554.058105
	Iteration 9Q: 3 clusters Score -289395.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -289411.625000 Penalty: 2554.058105
	Iteration 10Q: 3 clusters Score -289411.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289424.375000 Penalty: 2554.058105
	Iteration 11Q: 3 clusters Score -289424.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289432.531250 Penalty: 2554.058105
	Iteration 12Q: 3 clusters Score -289432.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -289441.437500 Penalty: 2554.058105
	Iteration 13Q: 3 clusters Score -289441.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -289452.968750 Penalty: 2554.058105
	Iteration 14Q: 3 clusters Score -289453 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289460.656250 Penalty: 2554.058105
	Iteration 15Q: 3 clusters Score -289460.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289465.656250 Penalty: 2554.058105
	Iteration 16Q: 3 clusters Score -289465.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -289472.375000 Penalty: 2554.058105
	Iteration 17Q: 3 clusters Score -289472.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -289482.250000 Penalty: 2554.058105
	Iteration 18Q: 3 clusters Score -289482.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -289488.437500 Penalty: 2554.058105
	Iteration 19Q: 3 clusters Score -289488.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -289495.656250 Penalty: 2554.058105
	Iteration 20F: 3 clusters Score -289495.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -289499.812500 Penalty: 2554.058105
	Iteration 21Q: 3 clusters Score -289499.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -289502.593750 Penalty: 2554.058105
	Iteration 22Q: 3 clusters Score -289502.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -289504.812500 Penalty: 2554.058105
	Iteration 23Q: 3 clusters Score -289504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289506.562500 Penalty: 2554.058105
	Iteration 24Q: 3 clusters Score -289506.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -289509.406250 Penalty: 2554.058105
	Iteration 25Q: 3 clusters Score -289509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289514.125000 Penalty: 2554.058105
	Iteration 26Q: 3 clusters Score -289514.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -289521.156250 Penalty: 2554.058105
	Iteration 27Q: 3 clusters Score -289521.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -289525.375000 Penalty: 2554.058105
	Iteration 28Q: 3 clusters Score -289525.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289528.093750 Penalty: 2554.058105
	Iteration 29Q: 3 clusters Score -289528.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -289529.468750 Penalty: 2554.058105
	Iteration 30Q: 3 clusters Score -289529.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289530.218750 Penalty: 2554.058105
	Iteration 31Q: 3 clusters Score -289530.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -289530.468750 Penalty: 2554.058105
	Iteration 32Q: 3 clusters Score -289530.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289530.687500 Penalty: 2554.058105
	Iteration 33Q: 3 clusters Score -289530.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -289531.656250 Penalty: 2554.058105
	Iteration 34Q: 3 clusters Score -289531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289532.437500 Penalty: 2554.058105
	Iteration 35Q: 3 clusters Score -289532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -289533.156250 Penalty: 2554.058105
	Iteration 36Q: 3 clusters Score -289533.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -289533.781250 Penalty: 2554.058105
	Iteration 37Q: 3 clusters Score -289533.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -289534.906250 Penalty: 2554.058105
	Iteration 38Q: 3 clusters Score -289534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -289537.000000 Penalty: 2554.058105
	Iteration 39Q: 3 clusters Score -289537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289540.406250 Penalty: 2554.058105
	Iteration 40F: 3 clusters Score -289540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -289541.218750 Penalty: 2554.058105
	Iteration 41Q: 3 clusters Score -289541.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -289542.000000 Penalty: 2554.058105
	Iteration 42Q: 3 clusters Score -289542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -289542.968750 Penalty: 2554.058105
	Iteration 43Q: 3 clusters Score -289543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289543.593750 Penalty: 2554.058105
	Iteration 44Q: 3 clusters Score -289543.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289544.781250 Penalty: 2554.058105
	Iteration 45Q: 3 clusters Score -289544.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -289545.406250 Penalty: 2554.058105
	Iteration 46Q: 3 clusters Score -289545.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -289547.593750 Penalty: 2554.058105
	Iteration 47Q: 3 clusters Score -289547.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -289550.062500 Penalty: 2554.058105
	Iteration 48Q: 3 clusters Score -289550.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -289551.187500 Penalty: 2554.058105
	Iteration 49Q: 3 clusters Score -289551.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289551.281250 Penalty: 2554.058105
	Iteration 50Q: 3 clusters Score -289551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -289551.281250 Penalty: 2554.058105
	Iteration 51F: 3 clusters Score -289551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -322647.750000 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -322647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -320047.875000 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -320047.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -320648.125000 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -320648.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -320782.875000 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -320782.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -320858.875000 Penalty: 2581.614014
	Iteration 3Q: 3 clusters Score -320858.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -320912.656250 Penalty: 2581.614014
	Iteration 4Q: 3 clusters Score -320912.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -320965.687500 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -320965.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -321011.906250 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -321011.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -321053.750000 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -321053.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -321086.531250 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -321086.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -321122.500000 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -321122.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -321154.375000 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -321154.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -321189.562500 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -321189.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -321222.406250 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -321222.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -321257.375000 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -321257.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -321288.125000 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -321288.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -321317.593750 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -321317.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -321345.468750 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -321345.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -321369.031250 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -321369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -321390.156250 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -321390.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -321415.937500 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -321415.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -321434.125000 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -321434.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -321448.812500 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -321448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -321458.093750 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -321458.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -321470.531250 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -321470.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -321479.937500 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -321479.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -321488.531250 Penalty: 2581.614014
	Iteration 25Q: 3 clusters Score -321488.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -321495.218750 Penalty: 2581.614014
	Iteration 26Q: 3 clusters Score -321495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -321500.781250 Penalty: 2581.614014
	Iteration 27Q: 3 clusters Score -321500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -321505.125000 Penalty: 2581.614014
	Iteration 28Q: 3 clusters Score -321505.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -321509.312500 Penalty: 2581.614014
	Iteration 29Q: 3 clusters Score -321509.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -321513.281250 Penalty: 2581.614014
	Iteration 30Q: 3 clusters Score -321513.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -321515.843750 Penalty: 2581.614014
	Iteration 31Q: 3 clusters Score -321515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -321517.187500 Penalty: 2581.614014
	Iteration 32Q: 3 clusters Score -321517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -321517.187500 Penalty: 2581.614014
	Iteration 33F: 3 clusters Score -321517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -838061.375000 Penalty: 1448.036011
	Iteration 0F: 2 clusters Score -838061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -832524.437500 Penalty: 2896.072021
	Iteration 0F: 3 clusters Score -832524.4 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -834288.500000 Penalty: 2896.072021
	Iteration 1F: 3 clusters Score -834288.5 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -834571.062500 Penalty: 2896.072021
	Iteration 2F: 3 clusters Score -834571.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -834812.750000 Penalty: 2896.072021
	Iteration 3F: 3 clusters Score -834812.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -835040.437500 Penalty: 2896.072021
	Iteration 4F: 3 clusters Score -835040.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -835248.375000 Penalty: 2896.072021
	Iteration 5Q: 3 clusters Score -835248.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -835462.812500 Penalty: 2896.072021
	Iteration 6Q: 3 clusters Score -835462.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -835681.562500 Penalty: 2896.072021
	Iteration 7Q: 3 clusters Score -835681.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -835866.750000 Penalty: 2896.072021
	Iteration 8Q: 3 clusters Score -835866.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -836015.500000 Penalty: 2896.072021
	Iteration 9Q: 3 clusters Score -836015.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -836120.375000 Penalty: 2896.072021
	Iteration 10Q: 3 clusters Score -836120.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -836201.000000 Penalty: 2896.072021
	Iteration 11Q: 3 clusters Score -836201 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -836276.937500 Penalty: 2896.072021
	Iteration 12Q: 3 clusters Score -836276.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -836327.562500 Penalty: 2896.072021
	Iteration 13Q: 3 clusters Score -836327.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -836385.562500 Penalty: 2896.072021
	Iteration 14Q: 3 clusters Score -836385.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -836450.062500 Penalty: 2896.072021
	Iteration 15Q: 3 clusters Score -836450.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -836520.937500 Penalty: 2896.072021
	Iteration 16Q: 3 clusters Score -836520.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -836585.062500 Penalty: 2896.072021
	Iteration 17Q: 3 clusters Score -836585.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -836660.687500 Penalty: 2896.072021
	Iteration 18Q: 3 clusters Score -836660.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -836723.937500 Penalty: 2896.072021
	Iteration 19Q: 3 clusters Score -836723.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -836791.625000 Penalty: 2896.072021
	Iteration 20F: 3 clusters Score -836791.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -836844.500000 Penalty: 2896.072021
	Iteration 21Q: 3 clusters Score -836844.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -836893.875000 Penalty: 2896.072021
	Iteration 22Q: 3 clusters Score -836893.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -836930.062500 Penalty: 2896.072021
	Iteration 23Q: 3 clusters Score -836930.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -836952.937500 Penalty: 2896.072021
	Iteration 24Q: 3 clusters Score -836952.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -836974.062500 Penalty: 2896.072021
	Iteration 25Q: 3 clusters Score -836974.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -836992.375000 Penalty: 2896.072021
	Iteration 26Q: 3 clusters Score -836992.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -837007.375000 Penalty: 2896.072021
	Iteration 27Q: 3 clusters Score -837007.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -837017.375000 Penalty: 2896.072021
	Iteration 28Q: 3 clusters Score -837017.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -837022.875000 Penalty: 2896.072021
	Iteration 29Q: 3 clusters Score -837022.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -837026.812500 Penalty: 2896.072021
	Iteration 30Q: 3 clusters Score -837026.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -837029.937500 Penalty: 2896.072021
	Iteration 31Q: 3 clusters Score -837029.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -837034.687500 Penalty: 2896.072021
	Iteration 32Q: 3 clusters Score -837034.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -837036.187500 Penalty: 2896.072021
	Iteration 33Q: 3 clusters Score -837036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -837038.500000 Penalty: 2896.072021
	Iteration 34Q: 3 clusters Score -837038.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -837041.187500 Penalty: 2896.072021
	Iteration 35Q: 3 clusters Score -837041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -837044.312500 Penalty: 2896.072021
	Iteration 36Q: 3 clusters Score -837044.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -837044.000000 Penalty: 2896.072021
	Iteration 37Q: 3 clusters Score -837044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -837044.562500 Penalty: 2896.072021
	Iteration 38Q: 3 clusters Score -837044.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -837047.562500 Penalty: 2896.072021
	Iteration 39Q: 3 clusters Score -837047.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -837048.500000 Penalty: 2896.072021
	Iteration 40F: 3 clusters Score -837048.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -837051.437500 Penalty: 2896.072021
	Iteration 41Q: 3 clusters Score -837051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -837049.437500 Penalty: 2896.072021
	Iteration 42Q: 3 clusters Score -837049.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -837050.687500 Penalty: 2896.072021
	Iteration 43Q: 3 clusters Score -837050.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -837050.125000 Penalty: 2896.072021
	Iteration 44Q: 3 clusters Score -837050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -837050.125000 Penalty: 2896.072021
	Iteration 45F: 3 clusters Score -837050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -903040.312500 Penalty: 1457.426514
	Iteration 0F: 2 clusters Score -903040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -897240.625000 Penalty: 2914.853027
	Iteration 0F: 3 clusters Score -897240.6 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -898988.875000 Penalty: 2914.853027
	Iteration 1F: 3 clusters Score -898988.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -899202.750000 Penalty: 2914.853027
	Iteration 2F: 3 clusters Score -899202.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -899346.000000 Penalty: 2914.853027
	Iteration 3Q: 3 clusters Score -899346 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -899445.937500 Penalty: 2914.853027
	Iteration 4Q: 3 clusters Score -899445.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -899546.062500 Penalty: 2914.853027
	Iteration 5Q: 3 clusters Score -899546.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -899648.375000 Penalty: 2914.853027
	Iteration 6Q: 3 clusters Score -899648.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -899767.125000 Penalty: 2914.853027
	Iteration 7Q: 3 clusters Score -899767.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -899907.250000 Penalty: 2914.853027
	Iteration 8Q: 3 clusters Score -899907.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -900087.500000 Penalty: 2914.853027
	Iteration 9Q: 3 clusters Score -900087.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -900293.250000 Penalty: 2914.853027
	Iteration 10Q: 3 clusters Score -900293.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -900539.875000 Penalty: 2914.853027
	Iteration 11Q: 3 clusters Score -900539.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -900785.875000 Penalty: 2914.853027
	Iteration 12Q: 3 clusters Score -900785.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -901008.125000 Penalty: 2914.853027
	Iteration 13Q: 3 clusters Score -901008.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -901170.625000 Penalty: 2914.853027
	Iteration 14Q: 3 clusters Score -901170.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -901275.062500 Penalty: 2914.853027
	Iteration 15Q: 3 clusters Score -901275.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -901345.750000 Penalty: 2914.853027
	Iteration 16Q: 3 clusters Score -901345.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -901395.562500 Penalty: 2914.853027
	Iteration 17Q: 3 clusters Score -901395.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -901445.312500 Penalty: 2914.853027
	Iteration 18Q: 3 clusters Score -901445.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -901492.312500 Penalty: 2914.853027
	Iteration 19Q: 3 clusters Score -901492.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -901530.750000 Penalty: 2914.853027
	Iteration 20F: 3 clusters Score -901530.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -901556.937500 Penalty: 2914.853027
	Iteration 21Q: 3 clusters Score -901556.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -901584.187500 Penalty: 2914.853027
	Iteration 22Q: 3 clusters Score -901584.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -901600.812500 Penalty: 2914.853027
	Iteration 23Q: 3 clusters Score -901600.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -901621.562500 Penalty: 2914.853027
	Iteration 24Q: 3 clusters Score -901621.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -901638.937500 Penalty: 2914.853027
	Iteration 25Q: 3 clusters Score -901638.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -901652.250000 Penalty: 2914.853027
	Iteration 26Q: 3 clusters Score -901652.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -901666.437500 Penalty: 2914.853027
	Iteration 27Q: 3 clusters Score -901666.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -901688.312500 Penalty: 2914.853027
	Iteration 28Q: 3 clusters Score -901688.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -901693.375000 Penalty: 2914.853027
	Iteration 29Q: 3 clusters Score -901693.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -901701.062500 Penalty: 2914.853027
	Iteration 30Q: 3 clusters Score -901701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -901708.062500 Penalty: 2914.853027
	Iteration 31Q: 3 clusters Score -901708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -901717.312500 Penalty: 2914.853027
	Iteration 32Q: 3 clusters Score -901717.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -901728.562500 Penalty: 2914.853027
	Iteration 33Q: 3 clusters Score -901728.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -901733.500000 Penalty: 2914.853027
	Iteration 34Q: 3 clusters Score -901733.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -901737.000000 Penalty: 2914.853027
	Iteration 35Q: 3 clusters Score -901737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -901742.062500 Penalty: 2914.853027
	Iteration 36Q: 3 clusters Score -901742.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -901746.687500 Penalty: 2914.853027
	Iteration 37Q: 3 clusters Score -901746.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -901752.937500 Penalty: 2914.853027
	Iteration 38Q: 3 clusters Score -901752.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -901759.250000 Penalty: 2914.853027
	Iteration 39Q: 3 clusters Score -901759.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -901763.062500 Penalty: 2914.853027
	Iteration 40F: 3 clusters Score -901763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -901766.125000 Penalty: 2914.853027
	Iteration 41Q: 3 clusters Score -901766.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -901766.500000 Penalty: 2914.853027
	Iteration 42Q: 3 clusters Score -901766.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -901767.125000 Penalty: 2914.853027
	Iteration 43Q: 3 clusters Score -901767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -901766.625000 Penalty: 2914.853027
	Iteration 44Q: 3 clusters Score -901766.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -901768.812500 Penalty: 2914.853027
	Iteration 45Q: 3 clusters Score -901768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -901770.562500 Penalty: 2914.853027
	Iteration 46Q: 3 clusters Score -901770.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -901772.375000 Penalty: 2914.853027
	Iteration 47Q: 3 clusters Score -901772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -901772.125000 Penalty: 2914.853027
	Iteration 48Q: 3 clusters Score -901772.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -901774.437500 Penalty: 2914.853027
	Iteration 49Q: 3 clusters Score -901774.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -901774.562500 Penalty: 2914.853027
	Iteration 50Q: 3 clusters Score -901774.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -901775.687500 Penalty: 2914.853027
	Iteration 51Q: 3 clusters Score -901775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -901774.062500 Penalty: 2914.853027
	Iteration 52Q: 3 clusters Score -901774.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -901774.062500 Penalty: 2914.853027
	Iteration 53F: 3 clusters Score -901774.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -737851.625000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -737851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -732916.187500 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -732916.2 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -734470.812500 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -734470.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -734702.500000 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -734702.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -734858.562500 Penalty: 2850.039307
	Iteration 3F: 3 clusters Score -734858.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -734983.312500 Penalty: 2850.039307
	Iteration 4Q: 3 clusters Score -734983.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -735076.875000 Penalty: 2850.039307
	Iteration 5Q: 3 clusters Score -735076.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -735148.875000 Penalty: 2850.039307
	Iteration 6Q: 3 clusters Score -735148.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -735215.812500 Penalty: 2850.039307
	Iteration 7Q: 3 clusters Score -735215.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -735285.187500 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -735285.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -735362.875000 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -735362.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -735447.250000 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -735447.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -735531.937500 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -735531.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -735625.500000 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -735625.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -735720.375000 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -735720.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -735809.312500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -735809.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -735878.250000 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -735878.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -735951.750000 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -735951.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -736007.312500 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -736007.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -736049.062500 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -736049.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -736089.875000 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -736089.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -736115.500000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -736115.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -736138.250000 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -736138.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -736160.187500 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -736160.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -736179.062500 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -736179.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -736194.125000 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -736194.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -736209.125000 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -736209.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -736227.187500 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -736227.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -736239.875000 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -736239.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -736252.750000 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -736252.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -736263.125000 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -736263.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -736278.750000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -736278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -736288.937500 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -736288.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -736294.000000 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -736294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -736302.812500 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -736302.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -736315.625000 Penalty: 2850.039307
	Iteration 34Q: 3 clusters Score -736315.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -736326.875000 Penalty: 2850.039307
	Iteration 35Q: 3 clusters Score -736326.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -736341.062500 Penalty: 2850.039307
	Iteration 36Q: 3 clusters Score -736341.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -736351.687500 Penalty: 2850.039307
	Iteration 37Q: 3 clusters Score -736351.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -736364.625000 Penalty: 2850.039307
	Iteration 38Q: 3 clusters Score -736364.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -736383.750000 Penalty: 2850.039307
	Iteration 39Q: 3 clusters Score -736383.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -736401.625000 Penalty: 2850.039307
	Iteration 40F: 3 clusters Score -736401.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -736420.812500 Penalty: 2850.039307
	Iteration 41Q: 3 clusters Score -736420.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -736437.625000 Penalty: 2850.039307
	Iteration 42Q: 3 clusters Score -736437.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -736452.000000 Penalty: 2850.039307
	Iteration 43Q: 3 clusters Score -736452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -736459.062500 Penalty: 2850.039307
	Iteration 44Q: 3 clusters Score -736459.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -736467.750000 Penalty: 2850.039307
	Iteration 45Q: 3 clusters Score -736467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -736473.250000 Penalty: 2850.039307
	Iteration 46Q: 3 clusters Score -736473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -736476.187500 Penalty: 2850.039307
	Iteration 47Q: 3 clusters Score -736476.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -736478.750000 Penalty: 2850.039307
	Iteration 48Q: 3 clusters Score -736478.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -736479.500000 Penalty: 2850.039307
	Iteration 49Q: 3 clusters Score -736479.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -736483.687500 Penalty: 2850.039307
	Iteration 50Q: 3 clusters Score -736483.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -736485.500000 Penalty: 2850.039307
	Iteration 51Q: 3 clusters Score -736485.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -736484.125000 Penalty: 2850.039307
	Iteration 52Q: 3 clusters Score -736484.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -736488.000000 Penalty: 2850.039307
	Iteration 53Q: 3 clusters Score -736488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -736486.937500 Penalty: 2850.039307
	Iteration 54Q: 3 clusters Score -736486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -736486.687500 Penalty: 2850.039307
	Iteration 55Q: 3 clusters Score -736486.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -736485.500000 Penalty: 2850.039307
	Iteration 56Q: 3 clusters Score -736485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -736485.500000 Penalty: 2850.039307
	Iteration 57F: 3 clusters Score -736485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -414923.968750 Penalty: 1333.525391
	Iteration 0F: 2 clusters Score -414924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -411802.187500 Penalty: 2667.050781
	Iteration 0F: 3 clusters Score -411802.2 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -412642.250000 Penalty: 2667.050781
	Iteration 1F: 3 clusters Score -412642.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -412903.031250 Penalty: 2667.050781
	Iteration 2F: 3 clusters Score -412903 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -413141.687500 Penalty: 2667.050781
	Iteration 3F: 3 clusters Score -413141.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -413307.281250 Penalty: 2667.050781
	Iteration 4F: 3 clusters Score -413307.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -413449.000000 Penalty: 2667.050781
	Iteration 5F: 3 clusters Score -413449 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -413569.625000 Penalty: 2667.050781
	Iteration 6Q: 3 clusters Score -413569.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -413663.937500 Penalty: 2667.050781
	Iteration 7Q: 3 clusters Score -413663.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -413744.875000 Penalty: 2667.050781
	Iteration 8Q: 3 clusters Score -413744.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -413814.718750 Penalty: 2667.050781
	Iteration 9Q: 3 clusters Score -413814.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -413867.562500 Penalty: 2667.050781
	Iteration 10Q: 3 clusters Score -413867.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -413908.218750 Penalty: 2667.050781
	Iteration 11Q: 3 clusters Score -413908.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -413951.593750 Penalty: 2667.050781
	Iteration 12Q: 3 clusters Score -413951.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -413990.406250 Penalty: 2667.050781
	Iteration 13Q: 3 clusters Score -413990.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -414013.093750 Penalty: 2667.050781
	Iteration 14Q: 3 clusters Score -414013.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -414027.781250 Penalty: 2667.050781
	Iteration 15Q: 3 clusters Score -414027.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -414038.406250 Penalty: 2667.050781
	Iteration 16Q: 3 clusters Score -414038.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -414044.750000 Penalty: 2667.050781
	Iteration 17Q: 3 clusters Score -414044.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -414046.968750 Penalty: 2667.050781
	Iteration 18Q: 3 clusters Score -414047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -414050.187500 Penalty: 2667.050781
	Iteration 19Q: 3 clusters Score -414050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -414053.093750 Penalty: 2667.050781
	Iteration 20F: 3 clusters Score -414053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -414054.750000 Penalty: 2667.050781
	Iteration 21Q: 3 clusters Score -414054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -414057.000000 Penalty: 2667.050781
	Iteration 22Q: 3 clusters Score -414057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -414061.000000 Penalty: 2667.050781
	Iteration 23Q: 3 clusters Score -414061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -414062.562500 Penalty: 2667.050781
	Iteration 24Q: 3 clusters Score -414062.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -414063.156250 Penalty: 2667.050781
	Iteration 25Q: 3 clusters Score -414063.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -414063.656250 Penalty: 2667.050781
	Iteration 26Q: 3 clusters Score -414063.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -414064.625000 Penalty: 2667.050781
	Iteration 27Q: 3 clusters Score -414064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -414065.718750 Penalty: 2667.050781
	Iteration 28Q: 3 clusters Score -414065.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -414065.875000 Penalty: 2667.050781
	Iteration 29Q: 3 clusters Score -414065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -414067.718750 Penalty: 2667.050781
	Iteration 30Q: 3 clusters Score -414067.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -414067.718750 Penalty: 2667.050781
	Iteration 31Q: 3 clusters Score -414067.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -414067.718750 Penalty: 2667.050781
	Iteration 32F: 3 clusters Score -414067.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1139582.500000 Penalty: 1497.668579
	Iteration 0F: 2 clusters Score -1139582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1132351.000000 Penalty: 2995.337158
	Iteration 0F: 3 clusters Score -1132351 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1134791.250000 Penalty: 2995.337158
	Iteration 1F: 3 clusters Score -1134791 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1135136.875000 Penalty: 2995.337158
	Iteration 2F: 3 clusters Score -1135137 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1135521.125000 Penalty: 2995.337158
	Iteration 3F: 3 clusters Score -1135521 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1136017.625000 Penalty: 2995.337158
	Iteration 4F: 3 clusters Score -1136018 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1136628.875000 Penalty: 2995.337158
	Iteration 5F: 3 clusters Score -1136629 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1137252.875000 Penalty: 2995.337158
	Iteration 6F: 3 clusters Score -1137253 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1137724.875000 Penalty: 2995.337158
	Iteration 7F: 3 clusters Score -1137725 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1138049.750000 Penalty: 2995.337158
	Iteration 8Q: 3 clusters Score -1138050 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1138254.000000 Penalty: 2995.337158
	Iteration 9Q: 3 clusters Score -1138254 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1138396.625000 Penalty: 2995.337158
	Iteration 10Q: 3 clusters Score -1138397 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1138537.625000 Penalty: 2995.337158
	Iteration 11Q: 3 clusters Score -1138538 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1138620.875000 Penalty: 2995.337158
	Iteration 12Q: 3 clusters Score -1138621 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1138663.375000 Penalty: 2995.337158
	Iteration 13Q: 3 clusters Score -1138663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1138678.750000 Penalty: 2995.337158
	Iteration 14Q: 3 clusters Score -1138679 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1138692.000000 Penalty: 2995.337158
	Iteration 15Q: 3 clusters Score -1138692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1138697.375000 Penalty: 2995.337158
	Iteration 16Q: 3 clusters Score -1138697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1138699.875000 Penalty: 2995.337158
	Iteration 17Q: 3 clusters Score -1138700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1138700.250000 Penalty: 2995.337158
	Iteration 18Q: 3 clusters Score -1138700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1138700.250000 Penalty: 2995.337158
	Iteration 19F: 3 clusters Score -1138700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -37728.550781 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -37728.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36724.714844 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -36724.71 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -37005.437500 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -37005.44 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -37177.980469 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -37177.98 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -37325.140625 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -37325.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -37415.871094 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -37415.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -37484.296875 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -37484.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37523.988281 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -37523.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37575.855469 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -37575.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -37592.613281 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -37592.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37594.117188 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -37594.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37597.023438 Penalty: 2065.170410
	Iteration 10F: 3 clusters Score -37597.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37629.597656 Penalty: 2065.170410
	Iteration 11Q: 3 clusters Score -37629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -37680.148438 Penalty: 2065.170410
	Iteration 12Q: 3 clusters Score -37680.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -37693.593750 Penalty: 2065.170410
	Iteration 13Q: 3 clusters Score -37693.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37701.496094 Penalty: 2065.170410
	Iteration 14Q: 3 clusters Score -37701.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -37701.496094 Penalty: 2065.170410
	Iteration 15F: 3 clusters Score -37701.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -589064.187500 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -589064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -585010.125000 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -585010.1 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -586115.000000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -586115 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -586303.187500 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -586303.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -586450.000000 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -586450 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -586582.000000 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -586582 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -586688.187500 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -586688.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -586788.375000 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -586788.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -586887.562500 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -586887.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -586997.187500 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -586997.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -587094.625000 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -587094.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -587194.750000 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -587194.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -587293.625000 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -587293.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -587394.250000 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -587394.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -587478.562500 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -587478.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -587566.625000 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -587566.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -587629.937500 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -587629.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -587677.000000 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -587677 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -587703.750000 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -587703.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -587733.562500 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -587733.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -587766.000000 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -587766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -587786.312500 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -587786.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -587809.375000 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -587809.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -587828.437500 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -587828.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -587839.937500 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -587839.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -587849.375000 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -587849.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -587856.937500 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -587856.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -587862.437500 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -587862.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -587867.000000 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -587867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -587873.437500 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -587873.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -587876.562500 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -587876.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -587878.437500 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -587878.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -587880.687500 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -587880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -587884.687500 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -587884.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -587887.625000 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -587887.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -587892.000000 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -587892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -587896.125000 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -587896.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -587900.312500 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -587900.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -587901.937500 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -587901.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -587902.562500 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -587902.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -587904.875000 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -587904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -587906.250000 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -587906.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -587906.062500 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -587906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -587906.062500 Penalty: 2776.429932
	Iteration 42F: 3 clusters Score -587906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -119295.648438 Penalty: 1136.066284
	Iteration 0F: 2 clusters Score -119295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117796.281250 Penalty: 2272.132568
	Iteration 0F: 3 clusters Score -117796.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118077.117188 Penalty: 2272.132568
	Iteration 1F: 3 clusters Score -118077.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -118163.218750 Penalty: 2272.132568
	Iteration 2F: 3 clusters Score -118163.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -118218.015625 Penalty: 2272.132568
	Iteration 3Q: 3 clusters Score -118218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -118264.851562 Penalty: 2272.132568
	Iteration 4Q: 3 clusters Score -118264.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -118298.898438 Penalty: 2272.132568
	Iteration 5Q: 3 clusters Score -118298.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -118337.632812 Penalty: 2272.132568
	Iteration 6Q: 3 clusters Score -118337.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -118382.531250 Penalty: 2272.132568
	Iteration 7Q: 3 clusters Score -118382.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -118441.046875 Penalty: 2272.132568
	Iteration 8Q: 3 clusters Score -118441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -118511.046875 Penalty: 2272.132568
	Iteration 9Q: 3 clusters Score -118511 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -118567.617188 Penalty: 2272.132568
	Iteration 10Q: 3 clusters Score -118567.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118619.203125 Penalty: 2272.132568
	Iteration 11Q: 3 clusters Score -118619.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -118679.046875 Penalty: 2272.132568
	Iteration 12Q: 3 clusters Score -118679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -118730.554688 Penalty: 2272.132568
	Iteration 13Q: 3 clusters Score -118730.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118763.609375 Penalty: 2272.132568
	Iteration 14Q: 3 clusters Score -118763.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -118820.867188 Penalty: 2272.132568
	Iteration 15Q: 3 clusters Score -118820.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -118866.382812 Penalty: 2272.132568
	Iteration 16Q: 3 clusters Score -118866.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118909.000000 Penalty: 2272.132568
	Iteration 17Q: 3 clusters Score -118909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118933.265625 Penalty: 2272.132568
	Iteration 18Q: 3 clusters Score -118933.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118936.289062 Penalty: 2272.132568
	Iteration 19Q: 3 clusters Score -118936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118940.242188 Penalty: 2272.132568
	Iteration 20F: 3 clusters Score -118940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118950.328125 Penalty: 2272.132568
	Iteration 21Q: 3 clusters Score -118950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -118955.023438 Penalty: 2272.132568
	Iteration 22Q: 3 clusters Score -118955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118959.960938 Penalty: 2272.132568
	Iteration 23Q: 3 clusters Score -118960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118960.710938 Penalty: 2272.132568
	Iteration 24Q: 3 clusters Score -118960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118960.710938 Penalty: 2272.132568
	Iteration 25F: 3 clusters Score -118960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -194842.703125 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -194842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -192946.875000 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -192946.9 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -193447.734375 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -193447.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193665.562500 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -193665.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -193887.015625 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -193887 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194095.859375 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -194095.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -194229.250000 Penalty: 2428.193115
	Iteration 5F: 3 clusters Score -194229.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -194308.046875 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -194308 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -194350.609375 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -194350.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -194374.703125 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -194374.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -194386.593750 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -194386.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -194404.515625 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -194404.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -194416.328125 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -194416.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -194424.718750 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -194424.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -194430.375000 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -194430.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -194434.125000 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -194434.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -194435.640625 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -194435.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -194438.515625 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -194438.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -194438.515625 Penalty: 2428.193115
	Iteration 17F: 3 clusters Score -194438.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -1082112.625000 Penalty: 1485.793701
	Iteration 0F: 2 clusters Score -1082113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1075389.625000 Penalty: 2971.587402
	Iteration 0F: 3 clusters Score -1075390 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1077583.000000 Penalty: 2971.587402
	Iteration 1F: 3 clusters Score -1077583 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1077854.250000 Penalty: 2971.587402
	Iteration 2F: 3 clusters Score -1077854 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1078100.125000 Penalty: 2971.587402
	Iteration 3F: 3 clusters Score -1078100 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1078393.125000 Penalty: 2971.587402
	Iteration 4F: 3 clusters Score -1078393 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1078674.625000 Penalty: 2971.587402
	Iteration 5F: 3 clusters Score -1078675 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1078897.375000 Penalty: 2971.587402
	Iteration 6Q: 3 clusters Score -1078897 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1079074.625000 Penalty: 2971.587402
	Iteration 7Q: 3 clusters Score -1079075 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1079219.375000 Penalty: 2971.587402
	Iteration 8Q: 3 clusters Score -1079219 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1079349.000000 Penalty: 2971.587402
	Iteration 9Q: 3 clusters Score -1079349 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1079435.250000 Penalty: 2971.587402
	Iteration 10Q: 3 clusters Score -1079435 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1079509.000000 Penalty: 2971.587402
	Iteration 11Q: 3 clusters Score -1079509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1079568.125000 Penalty: 2971.587402
	Iteration 12Q: 3 clusters Score -1079568 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1079615.875000 Penalty: 2971.587402
	Iteration 13Q: 3 clusters Score -1079616 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1079659.875000 Penalty: 2971.587402
	Iteration 14Q: 3 clusters Score -1079660 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1079705.375000 Penalty: 2971.587402
	Iteration 15Q: 3 clusters Score -1079705 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1079750.875000 Penalty: 2971.587402
	Iteration 16Q: 3 clusters Score -1079751 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1079806.000000 Penalty: 2971.587402
	Iteration 17Q: 3 clusters Score -1079806 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1079852.000000 Penalty: 2971.587402
	Iteration 18Q: 3 clusters Score -1079852 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1079908.750000 Penalty: 2971.587402
	Iteration 19Q: 3 clusters Score -1079909 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1079977.000000 Penalty: 2971.587402
	Iteration 20F: 3 clusters Score -1079977 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1080044.750000 Penalty: 2971.587402
	Iteration 21Q: 3 clusters Score -1080045 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1080149.500000 Penalty: 2971.587402
	Iteration 22Q: 3 clusters Score -1080150 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1080247.000000 Penalty: 2971.587402
	Iteration 23Q: 3 clusters Score -1080247 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1080344.875000 Penalty: 2971.587402
	Iteration 24Q: 3 clusters Score -1080345 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1080425.500000 Penalty: 2971.587402
	Iteration 25Q: 3 clusters Score -1080426 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1080502.000000 Penalty: 2971.587402
	Iteration 26Q: 3 clusters Score -1080502 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1080564.500000 Penalty: 2971.587402
	Iteration 27Q: 3 clusters Score -1080564 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1080604.125000 Penalty: 2971.587402
	Iteration 28Q: 3 clusters Score -1080604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1080641.625000 Penalty: 2971.587402
	Iteration 29Q: 3 clusters Score -1080642 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1080672.500000 Penalty: 2971.587402
	Iteration 30Q: 3 clusters Score -1080672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1080699.000000 Penalty: 2971.587402
	Iteration 31Q: 3 clusters Score -1080699 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1080731.000000 Penalty: 2971.587402
	Iteration 32Q: 3 clusters Score -1080731 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -1080752.875000 Penalty: 2971.587402
	Iteration 33Q: 3 clusters Score -1080753 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1080771.250000 Penalty: 2971.587402
	Iteration 34Q: 3 clusters Score -1080771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1080782.875000 Penalty: 2971.587402
	Iteration 35Q: 3 clusters Score -1080783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1080790.250000 Penalty: 2971.587402
	Iteration 36Q: 3 clusters Score -1080790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1080797.750000 Penalty: 2971.587402
	Iteration 37Q: 3 clusters Score -1080798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1080802.875000 Penalty: 2971.587402
	Iteration 38Q: 3 clusters Score -1080803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1080805.875000 Penalty: 2971.587402
	Iteration 39Q: 3 clusters Score -1080806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1080808.000000 Penalty: 2971.587402
	Iteration 40F: 3 clusters Score -1080808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1080809.500000 Penalty: 2971.587402
	Iteration 41Q: 3 clusters Score -1080810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1080811.500000 Penalty: 2971.587402
	Iteration 42Q: 3 clusters Score -1080812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1080814.125000 Penalty: 2971.587402
	Iteration 43Q: 3 clusters Score -1080814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1080814.375000 Penalty: 2971.587402
	Iteration 44Q: 3 clusters Score -1080814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1080814.375000 Penalty: 2971.587402
	Iteration 45F: 3 clusters Score -1080814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -378941.375000 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -378941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -376025.250000 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -376025.2 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -376778.093750 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -376778.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -376920.781250 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -376920.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -377019.062500 Penalty: 2638.611084
	Iteration 3Q: 3 clusters Score -377019.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -377112.343750 Penalty: 2638.611084
	Iteration 4Q: 3 clusters Score -377112.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -377186.468750 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -377186.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -377246.031250 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -377246 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -377296.875000 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -377296.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -377339.656250 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -377339.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -377378.406250 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -377378.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -377414.437500 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -377414.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -377475.375000 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -377475.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -377531.687500 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -377531.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -377593.531250 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -377593.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -377657.437500 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -377657.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -377749.031250 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -377749 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -377826.562500 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -377826.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -377872.750000 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -377872.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -377904.843750 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -377904.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -377940.375000 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -377940.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -377966.875000 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -377966.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -377988.187500 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -377988.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -378011.906250 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -378011.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -378028.281250 Penalty: 2638.611084
	Iteration 23Q: 3 clusters Score -378028.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -378037.312500 Penalty: 2638.611084
	Iteration 24Q: 3 clusters Score -378037.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -378046.281250 Penalty: 2638.611084
	Iteration 25Q: 3 clusters Score -378046.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -378053.875000 Penalty: 2638.611084
	Iteration 26Q: 3 clusters Score -378053.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -378059.250000 Penalty: 2638.611084
	Iteration 27Q: 3 clusters Score -378059.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -378064.031250 Penalty: 2638.611084
	Iteration 28Q: 3 clusters Score -378064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -378068.218750 Penalty: 2638.611084
	Iteration 29Q: 3 clusters Score -378068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -378070.343750 Penalty: 2638.611084
	Iteration 30Q: 3 clusters Score -378070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -378072.875000 Penalty: 2638.611084
	Iteration 31Q: 3 clusters Score -378072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -378074.187500 Penalty: 2638.611084
	Iteration 32Q: 3 clusters Score -378074.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -378076.843750 Penalty: 2638.611084
	Iteration 33Q: 3 clusters Score -378076.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -378076.968750 Penalty: 2638.611084
	Iteration 34Q: 3 clusters Score -378077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -378076.968750 Penalty: 2638.611084
	Iteration 35F: 3 clusters Score -378077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -62563.210938 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -62563.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61598.261719 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -61598.26 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -61723.062500 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -61723.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -61800.234375 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -61800.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61813.203125 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -61813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61814.863281 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -61814.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -61818.058594 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -61818.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61820.484375 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -61820.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61820.484375 Penalty: 1928.840576
	Iteration 7F: 3 clusters Score -61820.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Entering Unmasked Estep 
Score: -1792629.625000 Penalty: 1569.212402
	Iteration 0F: 2 clusters Score -1792630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1781762.250000 Penalty: 3138.424805
	Iteration 0F: 3 clusters Score -1781762 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1785680.500000 Penalty: 3138.424805
	Iteration 1F: 3 clusters Score -1785680 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1786161.250000 Penalty: 3138.424805
	Iteration 2F: 3 clusters Score -1786161 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1786704.250000 Penalty: 3138.424805
	Iteration 3F: 3 clusters Score -1786704 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1787464.500000 Penalty: 3138.424805
	Iteration 4F: 3 clusters Score -1787464 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1788320.250000 Penalty: 3138.424805
	Iteration 5F: 3 clusters Score -1788320 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1789139.000000 Penalty: 3138.424805
	Iteration 6F: 3 clusters Score -1789139 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1789801.125000 Penalty: 3138.424805
	Iteration 7F: 3 clusters Score -1789801 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1790276.500000 Penalty: 3138.424805
	Iteration 8F: 3 clusters Score -1790276 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1790572.500000 Penalty: 3138.424805
	Iteration 9Q: 3 clusters Score -1790572 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1790752.625000 Penalty: 3138.424805
	Iteration 10Q: 3 clusters Score -1790753 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1790857.000000 Penalty: 3138.424805
	Iteration 11Q: 3 clusters Score -1790857 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1790918.875000 Penalty: 3138.424805
	Iteration 12Q: 3 clusters Score -1790919 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1790945.625000 Penalty: 3138.424805
	Iteration 13Q: 3 clusters Score -1790946 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1790962.250000 Penalty: 3138.424805
	Iteration 14Q: 3 clusters Score -1790962 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1790986.125000 Penalty: 3138.424805
	Iteration 15Q: 3 clusters Score -1790986 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -1790998.000000 Penalty: 3138.424805
	Iteration 16Q: 3 clusters Score -1790998 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1791008.625000 Penalty: 3138.424805
	Iteration 17Q: 3 clusters Score -1791009 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1791013.875000 Penalty: 3138.424805
	Iteration 18Q: 3 clusters Score -1791014 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1791018.000000 Penalty: 3138.424805
	Iteration 19Q: 3 clusters Score -1791018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1791022.125000 Penalty: 3138.424805
	Iteration 20F: 3 clusters Score -1791022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1791023.875000 Penalty: 3138.424805
	Iteration 21Q: 3 clusters Score -1791024 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1791027.375000 Penalty: 3138.424805
	Iteration 22Q: 3 clusters Score -1791027 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1791039.375000 Penalty: 3138.424805
	Iteration 23Q: 3 clusters Score -1791039 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1791044.750000 Penalty: 3138.424805
	Iteration 24Q: 3 clusters Score -1791045 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1791053.875000 Penalty: 3138.424805
	Iteration 25Q: 3 clusters Score -1791054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1791056.500000 Penalty: 3138.424805
	Iteration 26Q: 3 clusters Score -1791056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1791058.875000 Penalty: 3138.424805
	Iteration 27Q: 3 clusters Score -1791059 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1791063.625000 Penalty: 3138.424805
	Iteration 28Q: 3 clusters Score -1791064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1791069.375000 Penalty: 3138.424805
	Iteration 29Q: 3 clusters Score -1791069 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1791076.250000 Penalty: 3138.424805
	Iteration 30Q: 3 clusters Score -1791076 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1791077.750000 Penalty: 3138.424805
	Iteration 31Q: 3 clusters Score -1791078 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1791080.125000 Penalty: 3138.424805
	Iteration 32Q: 3 clusters Score -1791080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1791079.250000 Penalty: 3138.424805
	Iteration 33Q: 3 clusters Score -1791079 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1791077.125000 Penalty: 3138.424805
	Iteration 34Q: 3 clusters Score -1791077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1791079.875000 Penalty: 3138.424805
	Iteration 35Q: 3 clusters Score -1791080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -1791077.000000 Penalty: 3138.424805
	Iteration 36Q: 3 clusters Score -1791077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1791078.375000 Penalty: 3138.424805
	Iteration 37Q: 3 clusters Score -1791078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1791090.000000 Penalty: 3138.424805
	Iteration 38Q: 3 clusters Score -1791090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1791091.750000 Penalty: 3138.424805
	Iteration 39Q: 3 clusters Score -1791092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1791088.625000 Penalty: 3138.424805
	Iteration 40F: 3 clusters Score -1791089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1791090.250000 Penalty: 3138.424805
	Iteration 41Q: 3 clusters Score -1791090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1791091.375000 Penalty: 3138.424805
	Iteration 42Q: 3 clusters Score -1791091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1791094.875000 Penalty: 3138.424805
	Iteration 43Q: 3 clusters Score -1791095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1791096.250000 Penalty: 3138.424805
	Iteration 44Q: 3 clusters Score -1791096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1791096.750000 Penalty: 3138.424805
	Iteration 45Q: 3 clusters Score -1791097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -1791099.125000 Penalty: 3138.424805
	Iteration 46Q: 3 clusters Score -1791099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1791099.375000 Penalty: 3138.424805
	Iteration 47Q: 3 clusters Score -1791099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1791100.875000 Penalty: 3138.424805
	Iteration 48Q: 3 clusters Score -1791101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1791100.875000 Penalty: 3138.424805
	Iteration 49F: 3 clusters Score -1791101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -634635.687500 Penalty: 1415.823486
	Iteration 0F: 2 clusters Score -634635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -630001.562500 Penalty: 2831.646973
	Iteration 0F: 3 clusters Score -630001.6 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -631821.812500 Penalty: 2831.646973
	Iteration 1F: 3 clusters Score -631821.8 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -632301.562500 Penalty: 2831.646973
	Iteration 2F: 3 clusters Score -632301.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -632570.750000 Penalty: 2831.646973
	Iteration 3F: 3 clusters Score -632570.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -632734.625000 Penalty: 2831.646973
	Iteration 4Q: 3 clusters Score -632734.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -632863.312500 Penalty: 2831.646973
	Iteration 5Q: 3 clusters Score -632863.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -632952.125000 Penalty: 2831.646973
	Iteration 6Q: 3 clusters Score -632952.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -633019.562500 Penalty: 2831.646973
	Iteration 7Q: 3 clusters Score -633019.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -633060.125000 Penalty: 2831.646973
	Iteration 8Q: 3 clusters Score -633060.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -633092.437500 Penalty: 2831.646973
	Iteration 9Q: 3 clusters Score -633092.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -633110.937500 Penalty: 2831.646973
	Iteration 10Q: 3 clusters Score -633110.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -633125.750000 Penalty: 2831.646973
	Iteration 11Q: 3 clusters Score -633125.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -633139.375000 Penalty: 2831.646973
	Iteration 12Q: 3 clusters Score -633139.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -633155.437500 Penalty: 2831.646973
	Iteration 13Q: 3 clusters Score -633155.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -633179.375000 Penalty: 2831.646973
	Iteration 14Q: 3 clusters Score -633179.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -633209.312500 Penalty: 2831.646973
	Iteration 15Q: 3 clusters Score -633209.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -633238.437500 Penalty: 2831.646973
	Iteration 16Q: 3 clusters Score -633238.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -633268.250000 Penalty: 2831.646973
	Iteration 17Q: 3 clusters Score -633268.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -633312.437500 Penalty: 2831.646973
	Iteration 18Q: 3 clusters Score -633312.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -633369.875000 Penalty: 2831.646973
	Iteration 19Q: 3 clusters Score -633369.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -633415.187500 Penalty: 2831.646973
	Iteration 20F: 3 clusters Score -633415.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -633455.500000 Penalty: 2831.646973
	Iteration 21Q: 3 clusters Score -633455.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -633503.312500 Penalty: 2831.646973
	Iteration 22Q: 3 clusters Score -633503.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -633539.312500 Penalty: 2831.646973
	Iteration 23Q: 3 clusters Score -633539.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -633565.437500 Penalty: 2831.646973
	Iteration 24Q: 3 clusters Score -633565.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -633584.000000 Penalty: 2831.646973
	Iteration 25Q: 3 clusters Score -633584 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -633600.625000 Penalty: 2831.646973
	Iteration 26Q: 3 clusters Score -633600.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -633619.000000 Penalty: 2831.646973
	Iteration 27Q: 3 clusters Score -633619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -633639.875000 Penalty: 2831.646973
	Iteration 28Q: 3 clusters Score -633639.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -633656.625000 Penalty: 2831.646973
	Iteration 29Q: 3 clusters Score -633656.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -633674.625000 Penalty: 2831.646973
	Iteration 30Q: 3 clusters Score -633674.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -633692.500000 Penalty: 2831.646973
	Iteration 31Q: 3 clusters Score -633692.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -633709.500000 Penalty: 2831.646973
	Iteration 32Q: 3 clusters Score -633709.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -633726.312500 Penalty: 2831.646973
	Iteration 33Q: 3 clusters Score -633726.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -633742.125000 Penalty: 2831.646973
	Iteration 34Q: 3 clusters Score -633742.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -633761.187500 Penalty: 2831.646973
	Iteration 35Q: 3 clusters Score -633761.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -633773.562500 Penalty: 2831.646973
	Iteration 36Q: 3 clusters Score -633773.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -633786.125000 Penalty: 2831.646973
	Iteration 37Q: 3 clusters Score -633786.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -633797.687500 Penalty: 2831.646973
	Iteration 38Q: 3 clusters Score -633797.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -633809.500000 Penalty: 2831.646973
	Iteration 39Q: 3 clusters Score -633809.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -633817.437500 Penalty: 2831.646973
	Iteration 40F: 3 clusters Score -633817.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -633826.625000 Penalty: 2831.646973
	Iteration 41Q: 3 clusters Score -633826.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -633839.750000 Penalty: 2831.646973
	Iteration 42Q: 3 clusters Score -633839.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -633854.062500 Penalty: 2831.646973
	Iteration 43Q: 3 clusters Score -633854.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -633877.000000 Penalty: 2831.646973
	Iteration 44Q: 3 clusters Score -633877 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -633906.437500 Penalty: 2831.646973
	Iteration 45Q: 3 clusters Score -633906.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -633936.000000 Penalty: 2831.646973
	Iteration 46Q: 3 clusters Score -633936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -633958.375000 Penalty: 2831.646973
	Iteration 47Q: 3 clusters Score -633958.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -633984.437500 Penalty: 2831.646973
	Iteration 48Q: 3 clusters Score -633984.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -634002.937500 Penalty: 2831.646973
	Iteration 49Q: 3 clusters Score -634002.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -634021.000000 Penalty: 2831.646973
	Iteration 50Q: 3 clusters Score -634021 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -634040.437500 Penalty: 2831.646973
	Iteration 51Q: 3 clusters Score -634040.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -634052.437500 Penalty: 2831.646973
	Iteration 52Q: 3 clusters Score -634052.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -634066.812500 Penalty: 2831.646973
	Iteration 53Q: 3 clusters Score -634066.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -634083.562500 Penalty: 2831.646973
	Iteration 54Q: 3 clusters Score -634083.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -634098.062500 Penalty: 2831.646973
	Iteration 55Q: 3 clusters Score -634098.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -634112.250000 Penalty: 2831.646973
	Iteration 56Q: 3 clusters Score -634112.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -634120.312500 Penalty: 2831.646973
	Iteration 57Q: 3 clusters Score -634120.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -634128.875000 Penalty: 2831.646973
	Iteration 58Q: 3 clusters Score -634128.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -634139.062500 Penalty: 2831.646973
	Iteration 59Q: 3 clusters Score -634139.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -634146.937500 Penalty: 2831.646973
	Iteration 60F: 3 clusters Score -634146.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -634160.250000 Penalty: 2831.646973
	Iteration 61Q: 3 clusters Score -634160.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -634167.312500 Penalty: 2831.646973
	Iteration 62Q: 3 clusters Score -634167.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -634171.562500 Penalty: 2831.646973
	Iteration 63Q: 3 clusters Score -634171.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -634175.062500 Penalty: 2831.646973
	Iteration 64Q: 3 clusters Score -634175.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -634177.812500 Penalty: 2831.646973
	Iteration 65Q: 3 clusters Score -634177.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -634180.250000 Penalty: 2831.646973
	Iteration 66Q: 3 clusters Score -634180.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -634181.375000 Penalty: 2831.646973
	Iteration 67Q: 3 clusters Score -634181.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -634183.625000 Penalty: 2831.646973
	Iteration 68Q: 3 clusters Score -634183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -634183.875000 Penalty: 2831.646973
	Iteration 69Q: 3 clusters Score -634183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -634184.812500 Penalty: 2831.646973
	Iteration 70Q: 3 clusters Score -634184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -634184.812500 Penalty: 2831.646973
	Iteration 71Q: 3 clusters Score -634184.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -634185.437500 Penalty: 2831.646973
	Iteration 72Q: 3 clusters Score -634185.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -634185.437500 Penalty: 2831.646973
	Iteration 73F: 3 clusters Score -634185.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Entering Unmasked Estep 
Score: -5099534.000000 Penalty: 1736.351562
	Iteration 0F: 2 clusters Score -5099534 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 21728 members 
Entering Unmasked Estep 
Score: -5070328.000000 Penalty: 3472.703125
	Iteration 0F: 3 clusters Score -5070328 nChanged 20393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -5082206.500000 Penalty: 3472.703125
	Iteration 1F: 3 clusters Score -5082206 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -5083227.000000 Penalty: 3472.703125
	Iteration 2F: 3 clusters Score -5083227 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5084759.500000 Penalty: 3472.703125
	Iteration 3F: 3 clusters Score -5084760 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -5086752.500000 Penalty: 3472.703125
	Iteration 4F: 3 clusters Score -5086752 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5089248.000000 Penalty: 3472.703125
	Iteration 5F: 3 clusters Score -5089248 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -5091694.500000 Penalty: 3472.703125
	Iteration 6F: 3 clusters Score -5091694 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -5093607.000000 Penalty: 3472.703125
	Iteration 7F: 3 clusters Score -5093607 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -5094990.000000 Penalty: 3472.703125
	Iteration 8Q: 3 clusters Score -5094990 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -5095914.500000 Penalty: 3472.703125
	Iteration 9Q: 3 clusters Score -5095914 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -5096609.500000 Penalty: 3472.703125
	Iteration 10Q: 3 clusters Score -5096610 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -5097080.500000 Penalty: 3472.703125
	Iteration 11Q: 3 clusters Score -5097080 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39239 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -5097386.500000 Penalty: 3472.703125
	Iteration 12Q: 3 clusters Score -5097386 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5097662.500000 Penalty: 3472.703125
	Iteration 13Q: 3 clusters Score -5097662 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -5097832.500000 Penalty: 3472.703125
	Iteration 14Q: 3 clusters Score -5097832 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -5097970.000000 Penalty: 3472.703125
	Iteration 15Q: 3 clusters Score -5097970 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5098078.000000 Penalty: 3472.703125
	Iteration 16Q: 3 clusters Score -5098078 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -5098164.000000 Penalty: 3472.703125
	Iteration 17Q: 3 clusters Score -5098164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -5098220.000000 Penalty: 3472.703125
	Iteration 18Q: 3 clusters Score -5098220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -5098256.500000 Penalty: 3472.703125
	Iteration 19Q: 3 clusters Score -5098256 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41200 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5098276.500000 Penalty: 3472.703125
	Iteration 20F: 3 clusters Score -5098276 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41308 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -5098310.000000 Penalty: 3472.703125
	Iteration 21Q: 3 clusters Score -5098310 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -5098356.500000 Penalty: 3472.703125
	Iteration 22Q: 3 clusters Score -5098356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5098380.000000 Penalty: 3472.703125
	Iteration 23Q: 3 clusters Score -5098380 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5098391.500000 Penalty: 3472.703125
	Iteration 24Q: 3 clusters Score -5098392 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -5098415.000000 Penalty: 3472.703125
	Iteration 25Q: 3 clusters Score -5098415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5098428.500000 Penalty: 3472.703125
	Iteration 26Q: 3 clusters Score -5098428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -5098437.000000 Penalty: 3472.703125
	Iteration 27Q: 3 clusters Score -5098437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5098444.500000 Penalty: 3472.703125
	Iteration 28Q: 3 clusters Score -5098444 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5098469.500000 Penalty: 3472.703125
	Iteration 29Q: 3 clusters Score -5098470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5098473.000000 Penalty: 3472.703125
	Iteration 30Q: 3 clusters Score -5098473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5098469.000000 Penalty: 3472.703125
	Iteration 31Q: 3 clusters Score -5098469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5098484.000000 Penalty: 3472.703125
	Iteration 32Q: 3 clusters Score -5098484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5098489.500000 Penalty: 3472.703125
	Iteration 33Q: 3 clusters Score -5098490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5098505.000000 Penalty: 3472.703125
	Iteration 34Q: 3 clusters Score -5098505 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -5098504.500000 Penalty: 3472.703125
	Iteration 35Q: 3 clusters Score -5098504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5098513.500000 Penalty: 3472.703125
	Iteration 36Q: 3 clusters Score -5098514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5098516.500000 Penalty: 3472.703125
	Iteration 37Q: 3 clusters Score -5098516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5098508.000000 Penalty: 3472.703125
	Iteration 38Q: 3 clusters Score -5098508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5098519.500000 Penalty: 3472.703125
	Iteration 39Q: 3 clusters Score -5098520 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -5098523.500000 Penalty: 3472.703125
	Iteration 40F: 3 clusters Score -5098524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5098519.500000 Penalty: 3472.703125
	Iteration 41Q: 3 clusters Score -5098520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -5098511.000000 Penalty: 3472.703125
	Iteration 42Q: 3 clusters Score -5098511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5098519.500000 Penalty: 3472.703125
	Iteration 43Q: 3 clusters Score -5098520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -5098524.000000 Penalty: 3472.703125
	Iteration 44Q: 3 clusters Score -5098524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -5098516.000000 Penalty: 3472.703125
	Iteration 45Q: 3 clusters Score -5098516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5098525.500000 Penalty: 3472.703125
	Iteration 46Q: 3 clusters Score -5098526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -5098518.000000 Penalty: 3472.703125
	Iteration 47Q: 3 clusters Score -5098518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5098521.000000 Penalty: 3472.703125
	Iteration 48Q: 3 clusters Score -5098521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5098524.000000 Penalty: 3472.703125
	Iteration 49Q: 3 clusters Score -5098524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -5098527.000000 Penalty: 3472.703125
	Iteration 50Q: 3 clusters Score -5098527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -5098531.500000 Penalty: 3472.703125
	Iteration 51Q: 3 clusters Score -5098532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -5098529.500000 Penalty: 3472.703125
	Iteration 52Q: 3 clusters Score -5098530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5098528.500000 Penalty: 3472.703125
	Iteration 53Q: 3 clusters Score -5098528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -5098526.000000 Penalty: 3472.703125
	Iteration 54Q: 3 clusters Score -5098526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -5098526.000000 Penalty: 3472.703125
	Iteration 55Q: 3 clusters Score -5098526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -5098530.500000 Penalty: 3472.703125
	Iteration 56Q: 3 clusters Score -5098530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -5098530.500000 Penalty: 3472.703125
	Iteration 57Q: 3 clusters Score -5098530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -5098534.000000 Penalty: 3472.703125
	Iteration 58Q: 3 clusters Score -5098534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42225 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5098531.000000 Penalty: 3472.703125
	Iteration 59Q: 3 clusters Score -5098531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -5098529.500000 Penalty: 3472.703125
	Iteration 60F: 3 clusters Score -5098530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -5098534.500000 Penalty: 3472.703125
	Iteration 61Q: 3 clusters Score -5098534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5098532.000000 Penalty: 3472.703125
	Iteration 62Q: 3 clusters Score -5098532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5098529.500000 Penalty: 3472.703125
	Iteration 63Q: 3 clusters Score -5098530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5098529.500000 Penalty: 3472.703125
	Iteration 64F: 3 clusters Score -5098530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -2394084.750000 Penalty: 1615.306763
	Iteration 0F: 2 clusters Score -2394085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2380066.500000 Penalty: 3230.613525
	Iteration 0F: 3 clusters Score -2380066 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -2385305.000000 Penalty: 3230.613525
	Iteration 1F: 3 clusters Score -2385305 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2385889.000000 Penalty: 3230.613525
	Iteration 2F: 3 clusters Score -2385889 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2386642.000000 Penalty: 3230.613525
	Iteration 3F: 3 clusters Score -2386642 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2387712.750000 Penalty: 3230.613525
	Iteration 4F: 3 clusters Score -2387713 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -2389022.750000 Penalty: 3230.613525
	Iteration 5F: 3 clusters Score -2389023 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -2390263.500000 Penalty: 3230.613525
	Iteration 6F: 3 clusters Score -2390264 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2391196.250000 Penalty: 3230.613525
	Iteration 7F: 3 clusters Score -2391196 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -2391783.750000 Penalty: 3230.613525
	Iteration 8Q: 3 clusters Score -2391784 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2392230.250000 Penalty: 3230.613525
	Iteration 9Q: 3 clusters Score -2392230 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2392601.750000 Penalty: 3230.613525
	Iteration 10Q: 3 clusters Score -2392602 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2392880.250000 Penalty: 3230.613525
	Iteration 11Q: 3 clusters Score -2392880 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2393063.250000 Penalty: 3230.613525
	Iteration 12Q: 3 clusters Score -2393063 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2393169.250000 Penalty: 3230.613525
	Iteration 13Q: 3 clusters Score -2393169 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2393224.000000 Penalty: 3230.613525
	Iteration 14Q: 3 clusters Score -2393224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2393261.000000 Penalty: 3230.613525
	Iteration 15Q: 3 clusters Score -2393261 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2393273.250000 Penalty: 3230.613525
	Iteration 16Q: 3 clusters Score -2393273 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2393283.750000 Penalty: 3230.613525
	Iteration 17Q: 3 clusters Score -2393284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2393287.500000 Penalty: 3230.613525
	Iteration 18Q: 3 clusters Score -2393288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2393290.750000 Penalty: 3230.613525
	Iteration 19Q: 3 clusters Score -2393291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2393300.000000 Penalty: 3230.613525
	Iteration 20F: 3 clusters Score -2393300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2393304.500000 Penalty: 3230.613525
	Iteration 21Q: 3 clusters Score -2393304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2393302.000000 Penalty: 3230.613525
	Iteration 22Q: 3 clusters Score -2393302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2393303.750000 Penalty: 3230.613525
	Iteration 23Q: 3 clusters Score -2393304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2393303.750000 Penalty: 3230.613525
	Iteration 24Q: 3 clusters Score -2393304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2393302.500000 Penalty: 3230.613525
	Iteration 25Q: 3 clusters Score -2393302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2393304.750000 Penalty: 3230.613525
	Iteration 26Q: 3 clusters Score -2393305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2393305.500000 Penalty: 3230.613525
	Iteration 27Q: 3 clusters Score -2393306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2393307.750000 Penalty: 3230.613525
	Iteration 28Q: 3 clusters Score -2393308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2393309.500000 Penalty: 3230.613525
	Iteration 29Q: 3 clusters Score -2393310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2393311.250000 Penalty: 3230.613525
	Iteration 30Q: 3 clusters Score -2393311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2393309.500000 Penalty: 3230.613525
	Iteration 31Q: 3 clusters Score -2393310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2393310.000000 Penalty: 3230.613525
	Iteration 32Q: 3 clusters Score -2393310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2393313.500000 Penalty: 3230.613525
	Iteration 33Q: 3 clusters Score -2393314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2393311.000000 Penalty: 3230.613525
	Iteration 34Q: 3 clusters Score -2393311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2393309.250000 Penalty: 3230.613525
	Iteration 35Q: 3 clusters Score -2393309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2393310.250000 Penalty: 3230.613525
	Iteration 36Q: 3 clusters Score -2393310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2393313.000000 Penalty: 3230.613525
	Iteration 37Q: 3 clusters Score -2393313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2393313.000000 Penalty: 3230.613525
	Iteration 38F: 3 clusters Score -2393313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -163249.609375 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -163249.6 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 716 members 
Entering Unmasked Estep 
Score: -161483.687500 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -161483.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161826.656250 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -161826.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -161915.687500 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -161915.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161985.843750 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -161985.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162035.421875 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -162035.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162082.312500 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -162082.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162116.187500 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -162116.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162138.046875 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -162138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -162162.312500 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -162162.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162183.265625 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -162183.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -162204.187500 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -162204.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -162228.781250 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -162228.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -162273.468750 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -162273.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -162335.703125 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -162335.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -162410.234375 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -162410.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -162483.015625 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -162483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -162526.968750 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -162527 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -162565.546875 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -162565.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162598.796875 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -162598.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -162629.062500 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -162629.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -162646.796875 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -162646.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -162666.140625 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -162666.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -162682.281250 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -162682.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -162702.609375 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -162702.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -162732.171875 Penalty: 2370.893311
	Iteration 24Q: 3 clusters Score -162732.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -162761.796875 Penalty: 2370.893311
	Iteration 25Q: 3 clusters Score -162761.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162797.515625 Penalty: 2370.893311
	Iteration 26Q: 3 clusters Score -162797.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -162838.703125 Penalty: 2370.893311
	Iteration 27Q: 3 clusters Score -162838.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -162882.968750 Penalty: 2370.893311
	Iteration 28Q: 3 clusters Score -162883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162918.531250 Penalty: 2370.893311
	Iteration 29Q: 3 clusters Score -162918.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -162937.796875 Penalty: 2370.893311
	Iteration 30Q: 3 clusters Score -162937.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -162962.656250 Penalty: 2370.893311
	Iteration 31Q: 3 clusters Score -162962.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -162982.031250 Penalty: 2370.893311
	Iteration 32Q: 3 clusters Score -162982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -162992.156250 Penalty: 2370.893311
	Iteration 33Q: 3 clusters Score -162992.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -162998.140625 Penalty: 2370.893311
	Iteration 34Q: 3 clusters Score -162998.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -163001.562500 Penalty: 2370.893311
	Iteration 35Q: 3 clusters Score -163001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -163003.593750 Penalty: 2370.893311
	Iteration 36Q: 3 clusters Score -163003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163004.593750 Penalty: 2370.893311
	Iteration 37Q: 3 clusters Score -163004.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -163004.593750 Penalty: 2370.893311
	Iteration 38F: 3 clusters Score -163004.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -232524.187500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -232524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230407.421875 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -230407.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230886.500000 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -230886.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -230997.718750 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -230997.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -231061.390625 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -231061.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -231102.953125 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -231103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -231131.390625 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -231131.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -231160.671875 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -231160.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -231182.343750 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -231182.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -231201.484375 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -231201.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -231223.046875 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -231223 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -231249.734375 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -231249.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -231279.078125 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -231279.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -231305.093750 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -231305.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -231329.734375 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -231329.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -231349.234375 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -231349.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -231365.093750 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -231365.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -231379.531250 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -231379.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -231389.093750 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -231389.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -231398.140625 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -231398.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -231405.734375 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -231405.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -231412.765625 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -231412.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -231417.671875 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -231417.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -231425.765625 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -231425.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -231432.984375 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -231433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -231441.718750 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -231441.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -231451.531250 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -231451.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -231458.984375 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -231459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -231462.203125 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -231462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -231467.140625 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -231467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -231471.812500 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -231471.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -231475.203125 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -231475.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -231477.640625 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -231477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -231480.625000 Penalty: 2481.002441
	Iteration 32Q: 3 clusters Score -231480.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -231484.187500 Penalty: 2481.002441
	Iteration 33Q: 3 clusters Score -231484.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -231489.609375 Penalty: 2481.002441
	Iteration 34Q: 3 clusters Score -231489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -231493.328125 Penalty: 2481.002441
	Iteration 35Q: 3 clusters Score -231493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -231496.968750 Penalty: 2481.002441
	Iteration 36Q: 3 clusters Score -231497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -231501.609375 Penalty: 2481.002441
	Iteration 37Q: 3 clusters Score -231501.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -231506.468750 Penalty: 2481.002441
	Iteration 38Q: 3 clusters Score -231506.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -231510.765625 Penalty: 2481.002441
	Iteration 39Q: 3 clusters Score -231510.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -231515.859375 Penalty: 2481.002441
	Iteration 40F: 3 clusters Score -231515.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -231520.718750 Penalty: 2481.002441
	Iteration 41Q: 3 clusters Score -231520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -231527.390625 Penalty: 2481.002441
	Iteration 42Q: 3 clusters Score -231527.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -231531.265625 Penalty: 2481.002441
	Iteration 43Q: 3 clusters Score -231531.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -231534.578125 Penalty: 2481.002441
	Iteration 44Q: 3 clusters Score -231534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -231537.937500 Penalty: 2481.002441
	Iteration 45Q: 3 clusters Score -231537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -231540.750000 Penalty: 2481.002441
	Iteration 46Q: 3 clusters Score -231540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -231541.890625 Penalty: 2481.002441
	Iteration 47Q: 3 clusters Score -231541.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -231544.531250 Penalty: 2481.002441
	Iteration 48Q: 3 clusters Score -231544.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -231546.375000 Penalty: 2481.002441
	Iteration 49Q: 3 clusters Score -231546.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -231546.375000 Penalty: 2481.002441
	Iteration 50F: 3 clusters Score -231546.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -160602.578125 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -160602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158851.906250 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -158851.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159186.921875 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -159186.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -159266.671875 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -159266.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -159310.984375 Penalty: 2362.172363
	Iteration 3Q: 3 clusters Score -159311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -159348.718750 Penalty: 2362.172363
	Iteration 4Q: 3 clusters Score -159348.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -159372.609375 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -159372.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -159393.750000 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -159393.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159406.515625 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -159406.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -159413.343750 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -159413.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159416.625000 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -159416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159418.625000 Penalty: 2362.172363
	Iteration 10Q: 3 clusters Score -159418.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -159421.500000 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -159421.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159424.609375 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -159424.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -159430.890625 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -159430.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159437.671875 Penalty: 2362.172363
	Iteration 14Q: 3 clusters Score -159437.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -159442.078125 Penalty: 2362.172363
	Iteration 15Q: 3 clusters Score -159442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159445.484375 Penalty: 2362.172363
	Iteration 16Q: 3 clusters Score -159445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -159447.187500 Penalty: 2362.172363
	Iteration 17Q: 3 clusters Score -159447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -159448.218750 Penalty: 2362.172363
	Iteration 18Q: 3 clusters Score -159448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -159448.546875 Penalty: 2362.172363
	Iteration 19Q: 3 clusters Score -159448.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -159449.328125 Penalty: 2362.172363
	Iteration 20F: 3 clusters Score -159449.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159450.750000 Penalty: 2362.172363
	Iteration 21Q: 3 clusters Score -159450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159451.593750 Penalty: 2362.172363
	Iteration 22Q: 3 clusters Score -159451.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159451.593750 Penalty: 2362.172363
	Iteration 23F: 3 clusters Score -159451.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -170920.296875 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -170920.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -169085.812500 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -169085.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -169480.734375 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -169480.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -169603.640625 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -169603.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -169670.921875 Penalty: 2399.392578
	Iteration 3F: 3 clusters Score -169670.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169752.390625 Penalty: 2399.392578
	Iteration 4Q: 3 clusters Score -169752.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -169815.812500 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -169815.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -169873.421875 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -169873.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -169934.703125 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -169934.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -169997.125000 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -169997.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -170067.953125 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -170068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -170158.968750 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -170159 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170225.765625 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -170225.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -170308.156250 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -170308.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -170388.609375 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -170388.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -170444.890625 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -170444.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -170490.953125 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -170491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -170534.062500 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -170534.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -170560.953125 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -170561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170583.203125 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -170583.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -170589.734375 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -170589.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -170604.656250 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -170604.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -170621.343750 Penalty: 2399.392578
	Iteration 21Q: 3 clusters Score -170621.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -170626.812500 Penalty: 2399.392578
	Iteration 22Q: 3 clusters Score -170626.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170631.203125 Penalty: 2399.392578
	Iteration 23Q: 3 clusters Score -170631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -170632.812500 Penalty: 2399.392578
	Iteration 24Q: 3 clusters Score -170632.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -170635.109375 Penalty: 2399.392578
	Iteration 25Q: 3 clusters Score -170635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -170635.921875 Penalty: 2399.392578
	Iteration 26Q: 3 clusters Score -170635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -170635.921875 Penalty: 2399.392578
	Iteration 27F: 3 clusters Score -170635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -315542.500000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -315542.5 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 1382 members 
Entering Unmasked Estep 
Score: -312940.375000 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -312940.4 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -313551.187500 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -313551.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -313678.375000 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -313678.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -313746.843750 Penalty: 2580.458252
	Iteration 3Q: 3 clusters Score -313746.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -313788.312500 Penalty: 2580.458252
	Iteration 4Q: 3 clusters Score -313788.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313816.843750 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -313816.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -313842.656250 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -313842.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313859.687500 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -313859.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -313871.250000 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -313871.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -313879.781250 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -313879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -313886.406250 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -313886.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -313894.375000 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -313894.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313904.375000 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -313904.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -313911.750000 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -313911.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -313920.375000 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -313920.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -313929.250000 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -313929.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -313934.812500 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -313934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -313940.000000 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -313940 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -313942.781250 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -313942.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -313945.125000 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -313945.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -313946.656250 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -313946.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -313947.656250 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -313947.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -313948.906250 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -313948.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -313951.062500 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -313951.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -313952.625000 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -313952.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313957.093750 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -313957.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -313959.156250 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -313959.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -313960.906250 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -313960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313961.625000 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -313961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313963.937500 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -313963.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313964.625000 Penalty: 2580.458252
	Iteration 30Q: 3 clusters Score -313964.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -313965.406250 Penalty: 2580.458252
	Iteration 31Q: 3 clusters Score -313965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313967.312500 Penalty: 2580.458252
	Iteration 32Q: 3 clusters Score -313967.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -313968.437500 Penalty: 2580.458252
	Iteration 33Q: 3 clusters Score -313968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -313970.406250 Penalty: 2580.458252
	Iteration 34Q: 3 clusters Score -313970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313971.812500 Penalty: 2580.458252
	Iteration 35Q: 3 clusters Score -313971.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313973.187500 Penalty: 2580.458252
	Iteration 36Q: 3 clusters Score -313973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313974.250000 Penalty: 2580.458252
	Iteration 37Q: 3 clusters Score -313974.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -313974.843750 Penalty: 2580.458252
	Iteration 38Q: 3 clusters Score -313974.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313976.031250 Penalty: 2580.458252
	Iteration 39Q: 3 clusters Score -313976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -313978.125000 Penalty: 2580.458252
	Iteration 40F: 3 clusters Score -313978.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -313981.593750 Penalty: 2580.458252
	Iteration 41Q: 3 clusters Score -313981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -313985.125000 Penalty: 2580.458252
	Iteration 42Q: 3 clusters Score -313985.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -313989.687500 Penalty: 2580.458252
	Iteration 43Q: 3 clusters Score -313989.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -313993.781250 Penalty: 2580.458252
	Iteration 44Q: 3 clusters Score -313993.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -313997.968750 Penalty: 2580.458252
	Iteration 45Q: 3 clusters Score -313998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -314000.875000 Penalty: 2580.458252
	Iteration 46Q: 3 clusters Score -314000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -314002.937500 Penalty: 2580.458252
	Iteration 47Q: 3 clusters Score -314002.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -314004.500000 Penalty: 2580.458252
	Iteration 48Q: 3 clusters Score -314004.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -314005.156250 Penalty: 2580.458252
	Iteration 49Q: 3 clusters Score -314005.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -314007.187500 Penalty: 2580.458252
	Iteration 50Q: 3 clusters Score -314007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314007.343750 Penalty: 2580.458252
	Iteration 51Q: 3 clusters Score -314007.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -314007.468750 Penalty: 2580.458252
	Iteration 52Q: 3 clusters Score -314007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -314008.312500 Penalty: 2580.458252
	Iteration 53Q: 3 clusters Score -314008.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -314008.937500 Penalty: 2580.458252
	Iteration 54Q: 3 clusters Score -314008.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -314008.937500 Penalty: 2580.458252
	Iteration 55F: 3 clusters Score -314008.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -553650.312500 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -553650.3 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 2519 members 
Entering Unmasked Estep 
Score: -549676.250000 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -549676.2 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -550779.312500 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -550779.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -550980.125000 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -550980.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -551176.375000 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -551176.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -551374.750000 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -551374.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -551539.750000 Penalty: 2763.307617
	Iteration 5Q: 3 clusters Score -551539.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -551688.312500 Penalty: 2763.307617
	Iteration 6Q: 3 clusters Score -551688.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -551842.562500 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -551842.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -551991.812500 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -551991.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -552160.750000 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -552160.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -552293.437500 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -552293.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -552389.062500 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -552389.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -552464.750000 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -552464.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -552512.125000 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -552512.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -552548.687500 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -552548.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -552569.687500 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -552569.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -552585.187500 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -552585.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -552597.437500 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -552597.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -552607.562500 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -552607.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -552619.000000 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -552619 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -552627.187500 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -552627.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -552631.812500 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -552631.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -552635.750000 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -552635.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -552642.625000 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -552642.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -552652.250000 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -552652.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -552658.250000 Penalty: 2763.307617
	Iteration 25Q: 3 clusters Score -552658.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -552664.187500 Penalty: 2763.307617
	Iteration 26Q: 3 clusters Score -552664.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -552668.625000 Penalty: 2763.307617
	Iteration 27Q: 3 clusters Score -552668.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -552670.375000 Penalty: 2763.307617
	Iteration 28Q: 3 clusters Score -552670.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -552673.062500 Penalty: 2763.307617
	Iteration 29Q: 3 clusters Score -552673.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -552674.625000 Penalty: 2763.307617
	Iteration 30Q: 3 clusters Score -552674.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -552676.125000 Penalty: 2763.307617
	Iteration 31Q: 3 clusters Score -552676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -552680.562500 Penalty: 2763.307617
	Iteration 32Q: 3 clusters Score -552680.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -552684.312500 Penalty: 2763.307617
	Iteration 33Q: 3 clusters Score -552684.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -552688.250000 Penalty: 2763.307617
	Iteration 34Q: 3 clusters Score -552688.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -552689.875000 Penalty: 2763.307617
	Iteration 35Q: 3 clusters Score -552689.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -552692.562500 Penalty: 2763.307617
	Iteration 36Q: 3 clusters Score -552692.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -552693.250000 Penalty: 2763.307617
	Iteration 37Q: 3 clusters Score -552693.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -552697.000000 Penalty: 2763.307617
	Iteration 38Q: 3 clusters Score -552697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -552701.875000 Penalty: 2763.307617
	Iteration 39Q: 3 clusters Score -552701.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -552702.875000 Penalty: 2763.307617
	Iteration 40F: 3 clusters Score -552702.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -552704.187500 Penalty: 2763.307617
	Iteration 41Q: 3 clusters Score -552704.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -552706.437500 Penalty: 2763.307617
	Iteration 42Q: 3 clusters Score -552706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -552707.875000 Penalty: 2763.307617
	Iteration 43Q: 3 clusters Score -552707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -552706.625000 Penalty: 2763.307617
	Iteration 44Q: 3 clusters Score -552706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -552709.687500 Penalty: 2763.307617
	Iteration 45Q: 3 clusters Score -552709.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -552710.875000 Penalty: 2763.307617
	Iteration 46Q: 3 clusters Score -552710.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -552713.062500 Penalty: 2763.307617
	Iteration 47Q: 3 clusters Score -552713.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -552716.875000 Penalty: 2763.307617
	Iteration 48Q: 3 clusters Score -552716.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -552717.000000 Penalty: 2763.307617
	Iteration 49Q: 3 clusters Score -552717 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -552720.187500 Penalty: 2763.307617
	Iteration 50Q: 3 clusters Score -552720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -552725.437500 Penalty: 2763.307617
	Iteration 51Q: 3 clusters Score -552725.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -552728.250000 Penalty: 2763.307617
	Iteration 52Q: 3 clusters Score -552728.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -552732.437500 Penalty: 2763.307617
	Iteration 53Q: 3 clusters Score -552732.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -552737.125000 Penalty: 2763.307617
	Iteration 54Q: 3 clusters Score -552737.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -552747.062500 Penalty: 2763.307617
	Iteration 55Q: 3 clusters Score -552747.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -552760.625000 Penalty: 2763.307617
	Iteration 56Q: 3 clusters Score -552760.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -552770.500000 Penalty: 2763.307617
	Iteration 57Q: 3 clusters Score -552770.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -552778.937500 Penalty: 2763.307617
	Iteration 58Q: 3 clusters Score -552778.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -552792.562500 Penalty: 2763.307617
	Iteration 59Q: 3 clusters Score -552792.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -552816.000000 Penalty: 2763.307617
	Iteration 60F: 3 clusters Score -552816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -552838.062500 Penalty: 2763.307617
	Iteration 61Q: 3 clusters Score -552838.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -552864.750000 Penalty: 2763.307617
	Iteration 62Q: 3 clusters Score -552864.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -552887.875000 Penalty: 2763.307617
	Iteration 63Q: 3 clusters Score -552887.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -552902.062500 Penalty: 2763.307617
	Iteration 64Q: 3 clusters Score -552902.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -552916.750000 Penalty: 2763.307617
	Iteration 65Q: 3 clusters Score -552916.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -552929.750000 Penalty: 2763.307617
	Iteration 66Q: 3 clusters Score -552929.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -552941.375000 Penalty: 2763.307617
	Iteration 67Q: 3 clusters Score -552941.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -552956.375000 Penalty: 2763.307617
	Iteration 68Q: 3 clusters Score -552956.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -552968.312500 Penalty: 2763.307617
	Iteration 69Q: 3 clusters Score -552968.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -552985.562500 Penalty: 2763.307617
	Iteration 70Q: 3 clusters Score -552985.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -552998.250000 Penalty: 2763.307617
	Iteration 71Q: 3 clusters Score -552998.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -553011.187500 Penalty: 2763.307617
	Iteration 72Q: 3 clusters Score -553011.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -553025.000000 Penalty: 2763.307617
	Iteration 73Q: 3 clusters Score -553025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -553030.250000 Penalty: 2763.307617
	Iteration 74Q: 3 clusters Score -553030.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -553035.562500 Penalty: 2763.307617
	Iteration 75Q: 3 clusters Score -553035.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -553040.875000 Penalty: 2763.307617
	Iteration 76Q: 3 clusters Score -553040.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -553050.125000 Penalty: 2763.307617
	Iteration 77Q: 3 clusters Score -553050.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -553058.187500 Penalty: 2763.307617
	Iteration 78Q: 3 clusters Score -553058.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -553064.687500 Penalty: 2763.307617
	Iteration 79Q: 3 clusters Score -553064.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -553067.875000 Penalty: 2763.307617
	Iteration 80F: 3 clusters Score -553067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -553070.062500 Penalty: 2763.307617
	Iteration 81Q: 3 clusters Score -553070.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -553074.312500 Penalty: 2763.307617
	Iteration 82Q: 3 clusters Score -553074.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -553083.062500 Penalty: 2763.307617
	Iteration 83Q: 3 clusters Score -553083.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -553092.937500 Penalty: 2763.307617
	Iteration 84Q: 3 clusters Score -553092.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -553104.500000 Penalty: 2763.307617
	Iteration 85Q: 3 clusters Score -553104.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -553115.875000 Penalty: 2763.307617
	Iteration 86Q: 3 clusters Score -553115.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -553125.437500 Penalty: 2763.307617
	Iteration 87Q: 3 clusters Score -553125.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -553131.562500 Penalty: 2763.307617
	Iteration 88Q: 3 clusters Score -553131.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -553139.937500 Penalty: 2763.307617
	Iteration 89Q: 3 clusters Score -553139.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -553143.500000 Penalty: 2763.307617
	Iteration 90Q: 3 clusters Score -553143.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -553147.625000 Penalty: 2763.307617
	Iteration 91Q: 3 clusters Score -553147.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -553149.250000 Penalty: 2763.307617
	Iteration 92Q: 3 clusters Score -553149.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -553151.125000 Penalty: 2763.307617
	Iteration 93Q: 3 clusters Score -553151.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -553153.437500 Penalty: 2763.307617
	Iteration 94Q: 3 clusters Score -553153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -553154.375000 Penalty: 2763.307617
	Iteration 95Q: 3 clusters Score -553154.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -553156.312500 Penalty: 2763.307617
	Iteration 96Q: 3 clusters Score -553156.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -553159.375000 Penalty: 2763.307617
	Iteration 97Q: 3 clusters Score -553159.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -553162.750000 Penalty: 2763.307617
	Iteration 98Q: 3 clusters Score -553162.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -553167.062500 Penalty: 2763.307617
	Iteration 99Q: 3 clusters Score -553167.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -553170.562500 Penalty: 2763.307617
	Iteration 100F: 3 clusters Score -553170.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -553173.937500 Penalty: 2763.307617
	Iteration 101Q: 3 clusters Score -553173.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -553178.062500 Penalty: 2763.307617
	Iteration 102Q: 3 clusters Score -553178.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -553183.437500 Penalty: 2763.307617
	Iteration 103Q: 3 clusters Score -553183.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -553186.250000 Penalty: 2763.307617
	Iteration 104Q: 3 clusters Score -553186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -553188.750000 Penalty: 2763.307617
	Iteration 105Q: 3 clusters Score -553188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -553193.750000 Penalty: 2763.307617
	Iteration 106Q: 3 clusters Score -553193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -553194.437500 Penalty: 2763.307617
	Iteration 107Q: 3 clusters Score -553194.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -553195.812500 Penalty: 2763.307617
	Iteration 108Q: 3 clusters Score -553195.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -553197.625000 Penalty: 2763.307617
	Iteration 109Q: 3 clusters Score -553197.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -553200.062500 Penalty: 2763.307617
	Iteration 110Q: 3 clusters Score -553200.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -553200.750000 Penalty: 2763.307617
	Iteration 111Q: 3 clusters Score -553200.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -553201.687500 Penalty: 2763.307617
	Iteration 112Q: 3 clusters Score -553201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -553201.687500 Penalty: 2763.307617
	Iteration 113F: 3 clusters Score -553201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -67790.265625 Penalty: 1085.434937
	Iteration 0F: 2 clusters Score -67790.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -66511.070312 Penalty: 2170.869873
	Iteration 0F: 3 clusters Score -66511.07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -66800.945312 Penalty: 2170.869873
	Iteration 1F: 3 clusters Score -66800.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66889.343750 Penalty: 2170.869873
	Iteration 2F: 3 clusters Score -66889.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -66916.367188 Penalty: 2170.869873
	Iteration 3Q: 3 clusters Score -66916.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -66935.851562 Penalty: 2170.869873
	Iteration 4Q: 3 clusters Score -66935.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -66947.664062 Penalty: 2170.869873
	Iteration 5Q: 3 clusters Score -66947.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -66954.453125 Penalty: 2170.869873
	Iteration 6Q: 3 clusters Score -66954.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66958.054688 Penalty: 2170.869873
	Iteration 7Q: 3 clusters Score -66958.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66961.679688 Penalty: 2170.869873
	Iteration 8Q: 3 clusters Score -66961.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -66962.132812 Penalty: 2170.869873
	Iteration 9Q: 3 clusters Score -66962.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66964.515625 Penalty: 2170.869873
	Iteration 10Q: 3 clusters Score -66964.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -66964.515625 Penalty: 2170.869873
	Iteration 11F: 3 clusters Score -66964.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Entering Unmasked Estep 
Score: -1955336.875000 Penalty: 1584.893066
	Iteration 0F: 2 clusters Score -1955337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1943375.625000 Penalty: 3169.786133
	Iteration 0F: 3 clusters Score -1943376 nChanged 7832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1947720.375000 Penalty: 3169.786133
	Iteration 1F: 3 clusters Score -1947720 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -1948150.750000 Penalty: 3169.786133
	Iteration 2F: 3 clusters Score -1948151 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1948687.625000 Penalty: 3169.786133
	Iteration 3F: 3 clusters Score -1948688 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -1949372.625000 Penalty: 3169.786133
	Iteration 4F: 3 clusters Score -1949373 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1950288.250000 Penalty: 3169.786133
	Iteration 5F: 3 clusters Score -1950288 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1951324.875000 Penalty: 3169.786133
	Iteration 6F: 3 clusters Score -1951325 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1952264.000000 Penalty: 3169.786133
	Iteration 7F: 3 clusters Score -1952264 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1952952.375000 Penalty: 3169.786133
	Iteration 8F: 3 clusters Score -1952952 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1953344.375000 Penalty: 3169.786133
	Iteration 9Q: 3 clusters Score -1953344 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1953601.000000 Penalty: 3169.786133
	Iteration 10Q: 3 clusters Score -1953601 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1953792.250000 Penalty: 3169.786133
	Iteration 11Q: 3 clusters Score -1953792 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1953962.875000 Penalty: 3169.786133
	Iteration 12Q: 3 clusters Score -1953963 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1954101.125000 Penalty: 3169.786133
	Iteration 13Q: 3 clusters Score -1954101 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1954230.875000 Penalty: 3169.786133
	Iteration 14Q: 3 clusters Score -1954231 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1954326.500000 Penalty: 3169.786133
	Iteration 15Q: 3 clusters Score -1954326 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1954389.375000 Penalty: 3169.786133
	Iteration 16Q: 3 clusters Score -1954389 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1954455.125000 Penalty: 3169.786133
	Iteration 17Q: 3 clusters Score -1954455 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1954491.750000 Penalty: 3169.786133
	Iteration 18Q: 3 clusters Score -1954492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1954521.500000 Penalty: 3169.786133
	Iteration 19Q: 3 clusters Score -1954522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -1954536.625000 Penalty: 3169.786133
	Iteration 20F: 3 clusters Score -1954537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1954546.375000 Penalty: 3169.786133
	Iteration 21Q: 3 clusters Score -1954546 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1954554.125000 Penalty: 3169.786133
	Iteration 22Q: 3 clusters Score -1954554 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1954565.750000 Penalty: 3169.786133
	Iteration 23Q: 3 clusters Score -1954566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1954564.000000 Penalty: 3169.786133
	Iteration 24Q: 3 clusters Score -1954564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -1954565.625000 Penalty: 3169.786133
	Iteration 25Q: 3 clusters Score -1954566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1954572.125000 Penalty: 3169.786133
	Iteration 26Q: 3 clusters Score -1954572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1954573.750000 Penalty: 3169.786133
	Iteration 27Q: 3 clusters Score -1954574 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1954577.500000 Penalty: 3169.786133
	Iteration 28Q: 3 clusters Score -1954578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1954582.625000 Penalty: 3169.786133
	Iteration 29Q: 3 clusters Score -1954583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1954584.125000 Penalty: 3169.786133
	Iteration 30Q: 3 clusters Score -1954584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -1954584.375000 Penalty: 3169.786133
	Iteration 31Q: 3 clusters Score -1954584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1954588.625000 Penalty: 3169.786133
	Iteration 32Q: 3 clusters Score -1954589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1954589.125000 Penalty: 3169.786133
	Iteration 33Q: 3 clusters Score -1954589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1954594.875000 Penalty: 3169.786133
	Iteration 34Q: 3 clusters Score -1954595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1954598.875000 Penalty: 3169.786133
	Iteration 35Q: 3 clusters Score -1954599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1954595.500000 Penalty: 3169.786133
	Iteration 36Q: 3 clusters Score -1954596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1954598.250000 Penalty: 3169.786133
	Iteration 37Q: 3 clusters Score -1954598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1954602.250000 Penalty: 3169.786133
	Iteration 38Q: 3 clusters Score -1954602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1954600.000000 Penalty: 3169.786133
	Iteration 39Q: 3 clusters Score -1954600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1954601.625000 Penalty: 3169.786133
	Iteration 40F: 3 clusters Score -1954602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1954605.250000 Penalty: 3169.786133
	Iteration 41Q: 3 clusters Score -1954605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1954604.375000 Penalty: 3169.786133
	Iteration 42Q: 3 clusters Score -1954604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1954603.750000 Penalty: 3169.786133
	Iteration 43Q: 3 clusters Score -1954604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1954603.750000 Penalty: 3169.786133
	Iteration 44F: 3 clusters Score -1954604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -162519.656250 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -162519.7 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 751 members 
Entering Unmasked Estep 
Score: -160794.421875 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -160794.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -161212.578125 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -161212.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -161370.093750 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -161370.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -161468.500000 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -161468.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -161552.359375 Penalty: 2373.311279
	Iteration 4F: 3 clusters Score -161552.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -161632.968750 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -161633 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -161697.109375 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -161697.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -161743.375000 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -161743.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -161782.125000 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -161782.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -161829.234375 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -161829.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161860.656250 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -161860.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -161883.343750 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -161883.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -161911.000000 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -161911 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -161927.343750 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -161927.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -161934.781250 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -161934.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -161945.515625 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -161945.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -161954.296875 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -161954.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -161960.312500 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -161960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -161967.281250 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -161967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161974.718750 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -161974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161977.375000 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -161977.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -229768.218750 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -229768.2 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 1061 members 
Entering Unmasked Estep 
Score: -227683.546875 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -227683.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -228229.218750 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -228229.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -228434.312500 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -228434.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -228605.484375 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -228605.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -228760.656250 Penalty: 2481.159668
	Iteration 4F: 3 clusters Score -228760.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -228892.984375 Penalty: 2481.159668
	Iteration 5F: 3 clusters Score -228893 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -228990.640625 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -228990.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -229052.875000 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -229052.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -229102.437500 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -229102.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -229131.250000 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -229131.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -229152.109375 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -229152.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -229171.171875 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -229171.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -229186.687500 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -229186.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -229191.843750 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -229191.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -229194.125000 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -229194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -229195.968750 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -229196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -229196.984375 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -229197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -229197.375000 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -229197.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -229197.812500 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -229197.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -229198.156250 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -229198.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -229198.156250 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -229198.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Entering Unmasked Estep 
Score: -3039441.250000 Penalty: 1654.136108
	Iteration 0F: 2 clusters Score -3039441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -3021604.500000 Penalty: 3308.272217
	Iteration 0F: 3 clusters Score -3021604 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3028242.000000 Penalty: 3308.272217
	Iteration 1F: 3 clusters Score -3028242 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3028811.250000 Penalty: 3308.272217
	Iteration 2F: 3 clusters Score -3028811 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -3029597.750000 Penalty: 3308.272217
	Iteration 3F: 3 clusters Score -3029598 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3030635.500000 Penalty: 3308.272217
	Iteration 4F: 3 clusters Score -3030636 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -3031738.500000 Penalty: 3308.272217
	Iteration 5F: 3 clusters Score -3031738 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -3032970.500000 Penalty: 3308.272217
	Iteration 6F: 3 clusters Score -3032970 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -3034254.250000 Penalty: 3308.272217
	Iteration 7F: 3 clusters Score -3034254 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -3035597.750000 Penalty: 3308.272217
	Iteration 8F: 3 clusters Score -3035598 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -3036941.000000 Penalty: 3308.272217
	Iteration 9Q: 3 clusters Score -3036941 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3037922.750000 Penalty: 3308.272217
	Iteration 10Q: 3 clusters Score -3037923 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -3038430.500000 Penalty: 3308.272217
	Iteration 11Q: 3 clusters Score -3038430 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -3038749.000000 Penalty: 3308.272217
	Iteration 12Q: 3 clusters Score -3038749 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -3038946.000000 Penalty: 3308.272217
	Iteration 13Q: 3 clusters Score -3038946 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3039068.000000 Penalty: 3308.272217
	Iteration 14Q: 3 clusters Score -3039068 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3039139.500000 Penalty: 3308.272217
	Iteration 15Q: 3 clusters Score -3039140 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -3039186.000000 Penalty: 3308.272217
	Iteration 16Q: 3 clusters Score -3039186 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3039217.500000 Penalty: 3308.272217
	Iteration 17Q: 3 clusters Score -3039218 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -3039229.000000 Penalty: 3308.272217
	Iteration 18Q: 3 clusters Score -3039229 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -3039244.500000 Penalty: 3308.272217
	Iteration 19Q: 3 clusters Score -3039244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3039262.500000 Penalty: 3308.272217
	Iteration 20F: 3 clusters Score -3039262 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3039266.500000 Penalty: 3308.272217
	Iteration 21Q: 3 clusters Score -3039266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3039273.250000 Penalty: 3308.272217
	Iteration 22Q: 3 clusters Score -3039273 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -3039280.250000 Penalty: 3308.272217
	Iteration 23Q: 3 clusters Score -3039280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -3039280.750000 Penalty: 3308.272217
	Iteration 24Q: 3 clusters Score -3039281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3039284.250000 Penalty: 3308.272217
	Iteration 25Q: 3 clusters Score -3039284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3039279.500000 Penalty: 3308.272217
	Iteration 26Q: 3 clusters Score -3039280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -3039280.500000 Penalty: 3308.272217
	Iteration 27Q: 3 clusters Score -3039280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3039282.750000 Penalty: 3308.272217
	Iteration 28Q: 3 clusters Score -3039283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3039284.000000 Penalty: 3308.272217
	Iteration 29Q: 3 clusters Score -3039284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3039287.500000 Penalty: 3308.272217
	Iteration 30Q: 3 clusters Score -3039288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3039287.500000 Penalty: 3308.272217
	Iteration 31F: 3 clusters Score -3039288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -161551.218750 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -161551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159723.734375 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -159723.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160310.140625 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -160310.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -160600.421875 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -160600.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -160742.093750 Penalty: 2401.407471
	Iteration 3F: 3 clusters Score -160742.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -160851.000000 Penalty: 2401.407471
	Iteration 4F: 3 clusters Score -160851 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -160944.921875 Penalty: 2401.407471
	Iteration 5Q: 3 clusters Score -160944.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -161016.421875 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -161016.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -161104.046875 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -161104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -161174.531250 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -161174.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -161219.828125 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -161219.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -161245.906250 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -161245.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -161276.562500 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -161276.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -161301.953125 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -161302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -161311.640625 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -161311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -161319.406250 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -161319.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -161324.078125 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -161324.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -161325.906250 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -161325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -161326.000000 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -161326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -161327.000000 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -161327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -161327.968750 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -161328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -161329.484375 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -161329.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -161330.750000 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -161330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -161331.609375 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -161331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -161332.421875 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -161332.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -161332.421875 Penalty: 2401.407471
	Iteration 24F: 3 clusters Score -161332.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -720364.250000 Penalty: 1417.233887
	Iteration 0F: 2 clusters Score -720364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -715632.937500 Penalty: 2834.467773
	Iteration 0F: 3 clusters Score -715632.9 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -717036.187500 Penalty: 2834.467773
	Iteration 1F: 3 clusters Score -717036.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -717271.562500 Penalty: 2834.467773
	Iteration 2F: 3 clusters Score -717271.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -717459.687500 Penalty: 2834.467773
	Iteration 3F: 3 clusters Score -717459.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -717651.937500 Penalty: 2834.467773
	Iteration 4F: 3 clusters Score -717651.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -717848.875000 Penalty: 2834.467773
	Iteration 5Q: 3 clusters Score -717848.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -718060.125000 Penalty: 2834.467773
	Iteration 6Q: 3 clusters Score -718060.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -718279.000000 Penalty: 2834.467773
	Iteration 7Q: 3 clusters Score -718279 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -718460.250000 Penalty: 2834.467773
	Iteration 8Q: 3 clusters Score -718460.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -718653.187500 Penalty: 2834.467773
	Iteration 9Q: 3 clusters Score -718653.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -718791.625000 Penalty: 2834.467773
	Iteration 10Q: 3 clusters Score -718791.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -718889.625000 Penalty: 2834.467773
	Iteration 11Q: 3 clusters Score -718889.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -718961.625000 Penalty: 2834.467773
	Iteration 12Q: 3 clusters Score -718961.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -719020.312500 Penalty: 2834.467773
	Iteration 13Q: 3 clusters Score -719020.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -719060.250000 Penalty: 2834.467773
	Iteration 14Q: 3 clusters Score -719060.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -719103.125000 Penalty: 2834.467773
	Iteration 15Q: 3 clusters Score -719103.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -719134.750000 Penalty: 2834.467773
	Iteration 16Q: 3 clusters Score -719134.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -719157.562500 Penalty: 2834.467773
	Iteration 17Q: 3 clusters Score -719157.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -719176.687500 Penalty: 2834.467773
	Iteration 18Q: 3 clusters Score -719176.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -719192.312500 Penalty: 2834.467773
	Iteration 19Q: 3 clusters Score -719192.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -719203.187500 Penalty: 2834.467773
	Iteration 20F: 3 clusters Score -719203.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -719209.812500 Penalty: 2834.467773
	Iteration 21Q: 3 clusters Score -719209.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -719215.750000 Penalty: 2834.467773
	Iteration 22Q: 3 clusters Score -719215.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -719224.312500 Penalty: 2834.467773
	Iteration 23Q: 3 clusters Score -719224.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -719231.625000 Penalty: 2834.467773
	Iteration 24Q: 3 clusters Score -719231.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -719235.375000 Penalty: 2834.467773
	Iteration 25Q: 3 clusters Score -719235.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -719239.937500 Penalty: 2834.467773
	Iteration 26Q: 3 clusters Score -719239.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -719244.187500 Penalty: 2834.467773
	Iteration 27Q: 3 clusters Score -719244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -719247.750000 Penalty: 2834.467773
	Iteration 28Q: 3 clusters Score -719247.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -719247.750000 Penalty: 2834.467773
	Iteration 29F: 3 clusters Score -719247.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -72732.750000 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -72732.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71477.351562 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -71477.35 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71708.320312 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -71708.32 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71812.007812 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -71812.01 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71878.406250 Penalty: 2152.821289
	Iteration 3Q: 3 clusters Score -71878.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71934.585938 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -71934.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71983.914062 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -71983.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -72053.273438 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -72053.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72085.031250 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -72085.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -72104.726562 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -72104.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72131.585938 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -72131.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -72147.031250 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -72147.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -72165.476562 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -72165.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -72193.687500 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -72193.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -72223.773438 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -72223.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72253.437500 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -72253.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -72278.070312 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -72278.07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -72301.000000 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -72301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -72318.921875 Penalty: 2152.821289
	Iteration 17Q: 3 clusters Score -72318.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -72328.125000 Penalty: 2152.821289
	Iteration 18Q: 3 clusters Score -72328.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -72337.242188 Penalty: 2152.821289
	Iteration 19Q: 3 clusters Score -72337.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -72345.726562 Penalty: 2152.821289
	Iteration 20F: 3 clusters Score -72345.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -72357.070312 Penalty: 2152.821289
	Iteration 21Q: 3 clusters Score -72357.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -72362.367188 Penalty: 2152.821289
	Iteration 22Q: 3 clusters Score -72362.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72362.726562 Penalty: 2152.821289
	Iteration 23Q: 3 clusters Score -72362.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -72362.726562 Penalty: 2152.821289
	Iteration 24F: 3 clusters Score -72362.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -762332.750000 Penalty: 1429.085205
	Iteration 0F: 2 clusters Score -762332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -757384.250000 Penalty: 2858.170410
	Iteration 0F: 3 clusters Score -757384.2 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -758853.687500 Penalty: 2858.170410
	Iteration 1F: 3 clusters Score -758853.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -759035.875000 Penalty: 2858.170410
	Iteration 2F: 3 clusters Score -759035.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -759154.125000 Penalty: 2858.170410
	Iteration 3Q: 3 clusters Score -759154.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -759242.875000 Penalty: 2858.170410
	Iteration 4Q: 3 clusters Score -759242.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -759321.062500 Penalty: 2858.170410
	Iteration 5Q: 3 clusters Score -759321.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -759415.312500 Penalty: 2858.170410
	Iteration 6Q: 3 clusters Score -759415.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -759525.812500 Penalty: 2858.170410
	Iteration 7Q: 3 clusters Score -759525.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -759663.812500 Penalty: 2858.170410
	Iteration 8Q: 3 clusters Score -759663.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -759823.062500 Penalty: 2858.170410
	Iteration 9Q: 3 clusters Score -759823.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -759992.125000 Penalty: 2858.170410
	Iteration 10Q: 3 clusters Score -759992.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -760195.937500 Penalty: 2858.170410
	Iteration 11Q: 3 clusters Score -760195.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -760411.500000 Penalty: 2858.170410
	Iteration 12Q: 3 clusters Score -760411.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -760616.375000 Penalty: 2858.170410
	Iteration 13Q: 3 clusters Score -760616.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -760862.750000 Penalty: 2858.170410
	Iteration 14Q: 3 clusters Score -760862.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -761089.750000 Penalty: 2858.170410
	Iteration 15Q: 3 clusters Score -761089.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -761253.125000 Penalty: 2858.170410
	Iteration 16Q: 3 clusters Score -761253.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -761345.437500 Penalty: 2858.170410
	Iteration 17Q: 3 clusters Score -761345.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -761402.000000 Penalty: 2858.170410
	Iteration 18Q: 3 clusters Score -761402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -761438.125000 Penalty: 2858.170410
	Iteration 19Q: 3 clusters Score -761438.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -761464.937500 Penalty: 2858.170410
	Iteration 20F: 3 clusters Score -761464.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -761493.625000 Penalty: 2858.170410
	Iteration 21Q: 3 clusters Score -761493.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -761515.687500 Penalty: 2858.170410
	Iteration 22Q: 3 clusters Score -761515.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -761541.187500 Penalty: 2858.170410
	Iteration 23Q: 3 clusters Score -761541.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -761566.312500 Penalty: 2858.170410
	Iteration 24Q: 3 clusters Score -761566.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -761594.125000 Penalty: 2858.170410
	Iteration 25Q: 3 clusters Score -761594.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -761620.187500 Penalty: 2858.170410
	Iteration 26Q: 3 clusters Score -761620.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -761653.875000 Penalty: 2858.170410
	Iteration 27Q: 3 clusters Score -761653.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -761687.750000 Penalty: 2858.170410
	Iteration 28Q: 3 clusters Score -761687.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -761738.750000 Penalty: 2858.170410
	Iteration 29Q: 3 clusters Score -761738.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -761795.187500 Penalty: 2858.170410
	Iteration 30Q: 3 clusters Score -761795.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -761838.250000 Penalty: 2858.170410
	Iteration 31Q: 3 clusters Score -761838.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -761872.125000 Penalty: 2858.170410
	Iteration 32Q: 3 clusters Score -761872.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -761894.125000 Penalty: 2858.170410
	Iteration 33Q: 3 clusters Score -761894.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -761904.937500 Penalty: 2858.170410
	Iteration 34Q: 3 clusters Score -761904.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -761910.750000 Penalty: 2858.170410
	Iteration 35Q: 3 clusters Score -761910.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -761916.312500 Penalty: 2858.170410
	Iteration 36Q: 3 clusters Score -761916.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -761917.062500 Penalty: 2858.170410
	Iteration 37Q: 3 clusters Score -761917.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -761919.250000 Penalty: 2858.170410
	Iteration 38Q: 3 clusters Score -761919.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -761921.125000 Penalty: 2858.170410
	Iteration 39Q: 3 clusters Score -761921.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -761921.187500 Penalty: 2858.170410
	Iteration 40F: 3 clusters Score -761921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -761922.250000 Penalty: 2858.170410
	Iteration 41Q: 3 clusters Score -761922.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -761923.250000 Penalty: 2858.170410
	Iteration 42Q: 3 clusters Score -761923.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -761922.375000 Penalty: 2858.170410
	Iteration 43Q: 3 clusters Score -761922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -761922.250000 Penalty: 2858.170410
	Iteration 44Q: 3 clusters Score -761922.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -761922.375000 Penalty: 2858.170410
	Iteration 45Q: 3 clusters Score -761922.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -761923.562500 Penalty: 2858.170410
	Iteration 46Q: 3 clusters Score -761923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -761923.000000 Penalty: 2858.170410
	Iteration 47Q: 3 clusters Score -761923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -761923.000000 Penalty: 2858.170410
	Iteration 48F: 3 clusters Score -761923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -219476.125000 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -219476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -217485.000000 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -217485 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -217818.609375 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -217818.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -217906.312500 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -217906.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -217970.171875 Penalty: 2452.423340
	Iteration 3Q: 3 clusters Score -217970.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -218023.078125 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -218023.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -218058.875000 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -218058.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -218086.828125 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -218086.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -218110.812500 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -218110.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -218137.234375 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -218137.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -218165.453125 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -218165.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -218179.343750 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -218179.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -218191.796875 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -218191.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -218198.687500 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -218198.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -218201.234375 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -218201.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -218204.156250 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -218204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -218207.656250 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -218207.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -218211.406250 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -218211.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -218216.406250 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -218216.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -218220.734375 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -218220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -218225.609375 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -218225.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -218227.875000 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -218227.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -218233.734375 Penalty: 2452.423340
	Iteration 21Q: 3 clusters Score -218233.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -218240.296875 Penalty: 2452.423340
	Iteration 22Q: 3 clusters Score -218240.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -218244.390625 Penalty: 2452.423340
	Iteration 23Q: 3 clusters Score -218244.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -218249.953125 Penalty: 2452.423340
	Iteration 24Q: 3 clusters Score -218250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -218253.656250 Penalty: 2452.423340
	Iteration 25Q: 3 clusters Score -218253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -218257.375000 Penalty: 2452.423340
	Iteration 26Q: 3 clusters Score -218257.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -218261.109375 Penalty: 2452.423340
	Iteration 27Q: 3 clusters Score -218261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -218266.078125 Penalty: 2452.423340
	Iteration 28Q: 3 clusters Score -218266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -218270.859375 Penalty: 2452.423340
	Iteration 29Q: 3 clusters Score -218270.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -218275.703125 Penalty: 2452.423340
	Iteration 30Q: 3 clusters Score -218275.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -218278.734375 Penalty: 2452.423340
	Iteration 31Q: 3 clusters Score -218278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -218281.609375 Penalty: 2452.423340
	Iteration 32Q: 3 clusters Score -218281.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -218284.625000 Penalty: 2452.423340
	Iteration 33Q: 3 clusters Score -218284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -218287.468750 Penalty: 2452.423340
	Iteration 34Q: 3 clusters Score -218287.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -218289.703125 Penalty: 2452.423340
	Iteration 35Q: 3 clusters Score -218289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -218291.750000 Penalty: 2452.423340
	Iteration 36Q: 3 clusters Score -218291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -218293.953125 Penalty: 2452.423340
	Iteration 37Q: 3 clusters Score -218294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -218295.234375 Penalty: 2452.423340
	Iteration 38Q: 3 clusters Score -218295.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -218299.859375 Penalty: 2452.423340
	Iteration 39Q: 3 clusters Score -218299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -218301.484375 Penalty: 2452.423340
	Iteration 40F: 3 clusters Score -218301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218303.593750 Penalty: 2452.423340
	Iteration 41Q: 3 clusters Score -218303.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218304.265625 Penalty: 2452.423340
	Iteration 42Q: 3 clusters Score -218304.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -218304.265625 Penalty: 2452.423340
	Iteration 43F: 3 clusters Score -218304.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -913567.375000 Penalty: 1462.938843
	Iteration 0F: 2 clusters Score -913567.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -907686.500000 Penalty: 2925.877686
	Iteration 0F: 3 clusters Score -907686.5 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -909494.062500 Penalty: 2925.877686
	Iteration 1F: 3 clusters Score -909494.1 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -909794.625000 Penalty: 2925.877686
	Iteration 2F: 3 clusters Score -909794.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -910072.750000 Penalty: 2925.877686
	Iteration 3F: 3 clusters Score -910072.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -910353.375000 Penalty: 2925.877686
	Iteration 4F: 3 clusters Score -910353.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -910641.000000 Penalty: 2925.877686
	Iteration 5F: 3 clusters Score -910641 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -910957.062500 Penalty: 2925.877686
	Iteration 6F: 3 clusters Score -910957.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -911285.875000 Penalty: 2925.877686
	Iteration 7F: 3 clusters Score -911285.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -911593.687500 Penalty: 2925.877686
	Iteration 8Q: 3 clusters Score -911593.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -911836.375000 Penalty: 2925.877686
	Iteration 9Q: 3 clusters Score -911836.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -912009.437500 Penalty: 2925.877686
	Iteration 10Q: 3 clusters Score -912009.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -912125.875000 Penalty: 2925.877686
	Iteration 11Q: 3 clusters Score -912125.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -912203.625000 Penalty: 2925.877686
	Iteration 12Q: 3 clusters Score -912203.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -912261.875000 Penalty: 2925.877686
	Iteration 13Q: 3 clusters Score -912261.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -912299.187500 Penalty: 2925.877686
	Iteration 14Q: 3 clusters Score -912299.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -912320.250000 Penalty: 2925.877686
	Iteration 15Q: 3 clusters Score -912320.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -912331.937500 Penalty: 2925.877686
	Iteration 16Q: 3 clusters Score -912331.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -912347.687500 Penalty: 2925.877686
	Iteration 17Q: 3 clusters Score -912347.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -912364.937500 Penalty: 2925.877686
	Iteration 18Q: 3 clusters Score -912364.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -912381.187500 Penalty: 2925.877686
	Iteration 19Q: 3 clusters Score -912381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -912394.000000 Penalty: 2925.877686
	Iteration 20F: 3 clusters Score -912394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -912398.687500 Penalty: 2925.877686
	Iteration 21Q: 3 clusters Score -912398.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -912406.312500 Penalty: 2925.877686
	Iteration 22Q: 3 clusters Score -912406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -912411.312500 Penalty: 2925.877686
	Iteration 23Q: 3 clusters Score -912411.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -912414.937500 Penalty: 2925.877686
	Iteration 24Q: 3 clusters Score -912414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -912415.812500 Penalty: 2925.877686
	Iteration 25Q: 3 clusters Score -912415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -912414.937500 Penalty: 2925.877686
	Iteration 26Q: 3 clusters Score -912414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -912416.812500 Penalty: 2925.877686
	Iteration 27Q: 3 clusters Score -912416.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -912418.562500 Penalty: 2925.877686
	Iteration 28Q: 3 clusters Score -912418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -912419.875000 Penalty: 2925.877686
	Iteration 29Q: 3 clusters Score -912419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -912422.312500 Penalty: 2925.877686
	Iteration 30Q: 3 clusters Score -912422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -912424.187500 Penalty: 2925.877686
	Iteration 31Q: 3 clusters Score -912424.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -912424.937500 Penalty: 2925.877686
	Iteration 32Q: 3 clusters Score -912424.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -912424.937500 Penalty: 2925.877686
	Iteration 33F: 3 clusters Score -912424.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -112402.312500 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -112402.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -110939.132812 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -110939.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -111231.851562 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -111231.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111315.523438 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -111315.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111373.195312 Penalty: 2255.257568
	Iteration 3Q: 3 clusters Score -111373.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111428.382812 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -111428.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111466.320312 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -111466.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -111496.281250 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -111496.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -111523.554688 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -111523.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -111554.875000 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -111554.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -111572.875000 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -111572.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111585.367188 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -111585.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111593.515625 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -111593.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -111598.890625 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -111598.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111601.390625 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -111601.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -111601.390625 Penalty: 2255.257568
	Iteration 14F: 3 clusters Score -111601.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -661481.625000 Penalty: 1409.751343
	Iteration 0F: 2 clusters Score -661481.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -656962.500000 Penalty: 2819.502686
	Iteration 0F: 3 clusters Score -656962.5 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -658230.687500 Penalty: 2819.502686
	Iteration 1F: 3 clusters Score -658230.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -658430.500000 Penalty: 2819.502686
	Iteration 2F: 3 clusters Score -658430.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -658573.562500 Penalty: 2819.502686
	Iteration 3F: 3 clusters Score -658573.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -658704.250000 Penalty: 2819.502686
	Iteration 4Q: 3 clusters Score -658704.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -658826.187500 Penalty: 2819.502686
	Iteration 5Q: 3 clusters Score -658826.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -658971.937500 Penalty: 2819.502686
	Iteration 6Q: 3 clusters Score -658971.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -659182.812500 Penalty: 2819.502686
	Iteration 7Q: 3 clusters Score -659182.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -659462.812500 Penalty: 2819.502686
	Iteration 8F: 3 clusters Score -659462.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -659756.500000 Penalty: 2819.502686
	Iteration 9F: 3 clusters Score -659756.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -660088.125000 Penalty: 2819.502686
	Iteration 10F: 3 clusters Score -660088.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -660411.562500 Penalty: 2819.502686
	Iteration 11Q: 3 clusters Score -660411.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -660742.250000 Penalty: 2819.502686
	Iteration 12Q: 3 clusters Score -660742.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -661065.312500 Penalty: 2819.502686
	Iteration 13Q: 3 clusters Score -661065.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -661268.687500 Penalty: 2819.502686
	Iteration 14Q: 3 clusters Score -661268.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -661333.125000 Penalty: 2819.502686
	Iteration 15Q: 3 clusters Score -661333.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -661361.875000 Penalty: 2819.502686
	Iteration 16Q: 3 clusters Score -661361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -661374.812500 Penalty: 2819.502686
	Iteration 17Q: 3 clusters Score -661374.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -661377.812500 Penalty: 2819.502686
	Iteration 18Q: 3 clusters Score -661377.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -661379.437500 Penalty: 2819.502686
	Iteration 19Q: 3 clusters Score -661379.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -661379.187500 Penalty: 2819.502686
	Iteration 20F: 3 clusters Score -661379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -287540.468750 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -287540.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -285084.687500 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -285084.7 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -285665.593750 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -285665.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -285817.937500 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -285817.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -285878.656250 Penalty: 2548.740723
	Iteration 3Q: 3 clusters Score -285878.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -285923.781250 Penalty: 2548.740723
	Iteration 4Q: 3 clusters Score -285923.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -285960.843750 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -285960.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -285996.468750 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -285996.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -286022.437500 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -286022.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -286039.968750 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -286040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -286055.062500 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -286055.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -286065.250000 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -286065.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -286080.281250 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -286080.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -286094.343750 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -286094.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -286106.281250 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -286106.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -286117.250000 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -286117.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -286123.687500 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -286123.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286130.531250 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -286130.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286136.750000 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -286136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -286142.500000 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -286142.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -286150.687500 Penalty: 2548.740723
	Iteration 19Q: 3 clusters Score -286150.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -286158.531250 Penalty: 2548.740723
	Iteration 20F: 3 clusters Score -286158.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -286165.531250 Penalty: 2548.740723
	Iteration 21Q: 3 clusters Score -286165.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -286171.843750 Penalty: 2548.740723
	Iteration 22Q: 3 clusters Score -286171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -286175.531250 Penalty: 2548.740723
	Iteration 23Q: 3 clusters Score -286175.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -286178.281250 Penalty: 2548.740723
	Iteration 24Q: 3 clusters Score -286178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -286181.625000 Penalty: 2548.740723
	Iteration 25Q: 3 clusters Score -286181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -286184.687500 Penalty: 2548.740723
	Iteration 26Q: 3 clusters Score -286184.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -286188.500000 Penalty: 2548.740723
	Iteration 27Q: 3 clusters Score -286188.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -286190.968750 Penalty: 2548.740723
	Iteration 28Q: 3 clusters Score -286191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -286192.093750 Penalty: 2548.740723
	Iteration 29Q: 3 clusters Score -286192.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -286192.812500 Penalty: 2548.740723
	Iteration 30Q: 3 clusters Score -286192.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -286196.093750 Penalty: 2548.740723
	Iteration 31Q: 3 clusters Score -286196.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -286197.718750 Penalty: 2548.740723
	Iteration 32Q: 3 clusters Score -286197.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -286200.062500 Penalty: 2548.740723
	Iteration 33Q: 3 clusters Score -286200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -286203.562500 Penalty: 2548.740723
	Iteration 34Q: 3 clusters Score -286203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -286207.250000 Penalty: 2548.740723
	Iteration 35Q: 3 clusters Score -286207.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -286207.468750 Penalty: 2548.740723
	Iteration 36Q: 3 clusters Score -286207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -286208.312500 Penalty: 2548.740723
	Iteration 37Q: 3 clusters Score -286208.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -286208.312500 Penalty: 2548.740723
	Iteration 38Q: 3 clusters Score -286208.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -286209.468750 Penalty: 2548.740723
	Iteration 39Q: 3 clusters Score -286209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -286210.281250 Penalty: 2548.740723
	Iteration 40F: 3 clusters Score -286210.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -286210.093750 Penalty: 2548.740723
	Iteration 41Q: 3 clusters Score -286210.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -286210.843750 Penalty: 2548.740723
	Iteration 42Q: 3 clusters Score -286210.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -286210.468750 Penalty: 2548.740723
	Iteration 43Q: 3 clusters Score -286210.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -286211.968750 Penalty: 2548.740723
	Iteration 44Q: 3 clusters Score -286212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -286219.500000 Penalty: 2548.740723
	Iteration 45Q: 3 clusters Score -286219.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286228.281250 Penalty: 2548.740723
	Iteration 46Q: 3 clusters Score -286228.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -286238.437500 Penalty: 2548.740723
	Iteration 47Q: 3 clusters Score -286238.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -286248.531250 Penalty: 2548.740723
	Iteration 48Q: 3 clusters Score -286248.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -286259.406250 Penalty: 2548.740723
	Iteration 49Q: 3 clusters Score -286259.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -286274.125000 Penalty: 2548.740723
	Iteration 50Q: 3 clusters Score -286274.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -286289.687500 Penalty: 2548.740723
	Iteration 51Q: 3 clusters Score -286289.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -286303.156250 Penalty: 2548.740723
	Iteration 52Q: 3 clusters Score -286303.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -286310.968750 Penalty: 2548.740723
	Iteration 53Q: 3 clusters Score -286311 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -286318.750000 Penalty: 2548.740723
	Iteration 54Q: 3 clusters Score -286318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -286327.406250 Penalty: 2548.740723
	Iteration 55Q: 3 clusters Score -286327.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -286337.156250 Penalty: 2548.740723
	Iteration 56Q: 3 clusters Score -286337.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -286343.656250 Penalty: 2548.740723
	Iteration 57Q: 3 clusters Score -286343.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -286347.781250 Penalty: 2548.740723
	Iteration 58Q: 3 clusters Score -286347.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -286353.250000 Penalty: 2548.740723
	Iteration 59Q: 3 clusters Score -286353.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -286360.000000 Penalty: 2548.740723
	Iteration 60F: 3 clusters Score -286360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -286364.812500 Penalty: 2548.740723
	Iteration 61Q: 3 clusters Score -286364.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -286369.093750 Penalty: 2548.740723
	Iteration 62Q: 3 clusters Score -286369.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -286375.156250 Penalty: 2548.740723
	Iteration 63Q: 3 clusters Score -286375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -286379.312500 Penalty: 2548.740723
	Iteration 64Q: 3 clusters Score -286379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -286381.906250 Penalty: 2548.740723
	Iteration 65Q: 3 clusters Score -286381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -286382.656250 Penalty: 2548.740723
	Iteration 66Q: 3 clusters Score -286382.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -286383.187500 Penalty: 2548.740723
	Iteration 67Q: 3 clusters Score -286383.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -286384.500000 Penalty: 2548.740723
	Iteration 68Q: 3 clusters Score -286384.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -286386.718750 Penalty: 2548.740723
	Iteration 69Q: 3 clusters Score -286386.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -286388.562500 Penalty: 2548.740723
	Iteration 70Q: 3 clusters Score -286388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -286390.531250 Penalty: 2548.740723
	Iteration 71Q: 3 clusters Score -286390.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -286392.437500 Penalty: 2548.740723
	Iteration 72Q: 3 clusters Score -286392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -286395.187500 Penalty: 2548.740723
	Iteration 73Q: 3 clusters Score -286395.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -286402.687500 Penalty: 2548.740723
	Iteration 74Q: 3 clusters Score -286402.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -286410.531250 Penalty: 2548.740723
	Iteration 75Q: 3 clusters Score -286410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -286418.500000 Penalty: 2548.740723
	Iteration 76Q: 3 clusters Score -286418.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -286423.875000 Penalty: 2548.740723
	Iteration 77Q: 3 clusters Score -286423.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -286430.750000 Penalty: 2548.740723
	Iteration 78Q: 3 clusters Score -286430.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -286436.500000 Penalty: 2548.740723
	Iteration 79Q: 3 clusters Score -286436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -286440.375000 Penalty: 2548.740723
	Iteration 80F: 3 clusters Score -286440.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -286444.250000 Penalty: 2548.740723
	Iteration 81Q: 3 clusters Score -286444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -286449.000000 Penalty: 2548.740723
	Iteration 82Q: 3 clusters Score -286449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -286452.843750 Penalty: 2548.740723
	Iteration 83Q: 3 clusters Score -286452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -286456.500000 Penalty: 2548.740723
	Iteration 84Q: 3 clusters Score -286456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -286460.093750 Penalty: 2548.740723
	Iteration 85Q: 3 clusters Score -286460.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -286463.750000 Penalty: 2548.740723
	Iteration 86Q: 3 clusters Score -286463.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -286468.875000 Penalty: 2548.740723
	Iteration 87Q: 3 clusters Score -286468.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -286469.937500 Penalty: 2548.740723
	Iteration 88Q: 3 clusters Score -286469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -286469.718750 Penalty: 2548.740723
	Iteration 89Q: 3 clusters Score -286469.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -286469.906250 Penalty: 2548.740723
	Iteration 90Q: 3 clusters Score -286469.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -286469.906250 Penalty: 2548.740723
	Iteration 91F: 3 clusters Score -286469.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Entering Unmasked Estep 
Score: -38716.988281 Penalty: 982.313354
	Iteration 0F: 2 clusters Score -38716.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -37790.929688 Penalty: 1964.626709
	Iteration 0F: 3 clusters Score -37790.93 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38021.953125 Penalty: 1964.626709
	Iteration 1F: 3 clusters Score -38021.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -38145.343750 Penalty: 1964.626709
	Iteration 2F: 3 clusters Score -38145.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -38227.128906 Penalty: 1964.626709
	Iteration 3Q: 3 clusters Score -38227.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38316.195312 Penalty: 1964.626709
	Iteration 4Q: 3 clusters Score -38316.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -38387.789062 Penalty: 1964.626709
	Iteration 5Q: 3 clusters Score -38387.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38411.960938 Penalty: 1964.626709
	Iteration 6Q: 3 clusters Score -38411.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -38428.625000 Penalty: 1964.626709
	Iteration 7Q: 3 clusters Score -38428.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38441.121094 Penalty: 1964.626709
	Iteration 8Q: 3 clusters Score -38441.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38450.500000 Penalty: 1964.626709
	Iteration 9Q: 3 clusters Score -38450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -38462.750000 Penalty: 1964.626709
	Iteration 10Q: 3 clusters Score -38462.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -38469.609375 Penalty: 1964.626709
	Iteration 11Q: 3 clusters Score -38469.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38476.710938 Penalty: 1964.626709
	Iteration 12Q: 3 clusters Score -38476.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -38487.871094 Penalty: 1964.626709
	Iteration 13Q: 3 clusters Score -38487.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -38493.339844 Penalty: 1964.626709
	Iteration 14Q: 3 clusters Score -38493.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -38495.144531 Penalty: 1964.626709
	Iteration 15Q: 3 clusters Score -38495.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38495.738281 Penalty: 1964.626709
	Iteration 16Q: 3 clusters Score -38495.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -38495.738281 Penalty: 1964.626709
	Iteration 17F: 3 clusters Score -38495.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -474364.000000 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -474364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -470595.000000 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -470595 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -471814.906250 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -471814.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -472101.937500 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -472101.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -472313.406250 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -472313.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -472484.906250 Penalty: 2749.358398
	Iteration 4F: 3 clusters Score -472484.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -472622.250000 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -472622.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -472737.312500 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -472737.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -472851.156250 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -472851.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -472931.531250 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -472931.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -472985.687500 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -472985.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -473034.562500 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -473034.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -473066.687500 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -473066.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -473095.343750 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -473095.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -473127.250000 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -473127.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -473164.812500 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -473164.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -473211.093750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -473211.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -473255.906250 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -473255.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -473296.156250 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -473296.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -473332.812500 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -473332.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -473376.468750 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -473376.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -473422.156250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -473422.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -473457.093750 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -473457.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -473488.968750 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -473489 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -473522.406250 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -473522.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -473544.375000 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -473544.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -473558.406250 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -473558.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -473568.281250 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -473568.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -473580.531250 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -473580.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -473594.375000 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -473594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -473606.062500 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -473606.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -473614.000000 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -473614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -473623.031250 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -473623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -473628.281250 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -473628.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -473633.937500 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -473633.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -473645.156250 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -473645.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -473657.625000 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -473657.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -473667.812500 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -473667.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -473684.406250 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -473684.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -473694.218750 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -473694.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -473708.500000 Penalty: 2749.358398
	Iteration 39Q: 3 clusters Score -473708.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -473723.156250 Penalty: 2749.358398
	Iteration 40F: 3 clusters Score -473723.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -473736.062500 Penalty: 2749.358398
	Iteration 41Q: 3 clusters Score -473736.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -473754.812500 Penalty: 2749.358398
	Iteration 42Q: 3 clusters Score -473754.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -473777.375000 Penalty: 2749.358398
	Iteration 43Q: 3 clusters Score -473777.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -473802.968750 Penalty: 2749.358398
	Iteration 44Q: 3 clusters Score -473803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -473843.812500 Penalty: 2749.358398
	Iteration 45Q: 3 clusters Score -473843.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -473876.625000 Penalty: 2749.358398
	Iteration 46Q: 3 clusters Score -473876.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -473904.125000 Penalty: 2749.358398
	Iteration 47Q: 3 clusters Score -473904.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -473932.000000 Penalty: 2749.358398
	Iteration 48Q: 3 clusters Score -473932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -473959.187500 Penalty: 2749.358398
	Iteration 49Q: 3 clusters Score -473959.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -473987.250000 Penalty: 2749.358398
	Iteration 50Q: 3 clusters Score -473987.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -474014.281250 Penalty: 2749.358398
	Iteration 51Q: 3 clusters Score -474014.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -474027.937500 Penalty: 2749.358398
	Iteration 52Q: 3 clusters Score -474027.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -474036.781250 Penalty: 2749.358398
	Iteration 53Q: 3 clusters Score -474036.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -474045.687500 Penalty: 2749.358398
	Iteration 54Q: 3 clusters Score -474045.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -474055.750000 Penalty: 2749.358398
	Iteration 55Q: 3 clusters Score -474055.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -474062.593750 Penalty: 2749.358398
	Iteration 56Q: 3 clusters Score -474062.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -474070.343750 Penalty: 2749.358398
	Iteration 57Q: 3 clusters Score -474070.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -474084.406250 Penalty: 2749.358398
	Iteration 58Q: 3 clusters Score -474084.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -474102.781250 Penalty: 2749.358398
	Iteration 59Q: 3 clusters Score -474102.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -474125.156250 Penalty: 2749.358398
	Iteration 60F: 3 clusters Score -474125.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -474160.000000 Penalty: 2749.358398
	Iteration 61Q: 3 clusters Score -474160 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -474190.406250 Penalty: 2749.358398
	Iteration 62Q: 3 clusters Score -474190.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -474211.281250 Penalty: 2749.358398
	Iteration 63Q: 3 clusters Score -474211.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -474222.062500 Penalty: 2749.358398
	Iteration 64Q: 3 clusters Score -474222.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -474228.406250 Penalty: 2749.358398
	Iteration 65Q: 3 clusters Score -474228.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -474231.687500 Penalty: 2749.358398
	Iteration 66Q: 3 clusters Score -474231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -474232.562500 Penalty: 2749.358398
	Iteration 67Q: 3 clusters Score -474232.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -474234.125000 Penalty: 2749.358398
	Iteration 68Q: 3 clusters Score -474234.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -474236.000000 Penalty: 2749.358398
	Iteration 69Q: 3 clusters Score -474236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -474236.062500 Penalty: 2749.358398
	Iteration 70Q: 3 clusters Score -474236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -474236.281250 Penalty: 2749.358398
	Iteration 71Q: 3 clusters Score -474236.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -474236.968750 Penalty: 2749.358398
	Iteration 72Q: 3 clusters Score -474237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -474236.968750 Penalty: 2749.358398
	Iteration 73F: 3 clusters Score -474237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -225805.390625 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -225805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223724.187500 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -223724.2 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -224145.640625 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -224145.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224233.484375 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -224233.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -224284.750000 Penalty: 2466.534180
	Iteration 3Q: 3 clusters Score -224284.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -224311.984375 Penalty: 2466.534180
	Iteration 4Q: 3 clusters Score -224312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -224330.265625 Penalty: 2466.534180
	Iteration 5Q: 3 clusters Score -224330.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -224343.250000 Penalty: 2466.534180
	Iteration 6Q: 3 clusters Score -224343.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224352.859375 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -224352.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224364.109375 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -224364.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -224372.031250 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -224372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -224379.843750 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -224379.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -224386.187500 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -224386.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -224390.468750 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -224390.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224392.250000 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -224392.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224393.078125 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -224393.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -224393.078125 Penalty: 2466.534180
	Iteration 15F: 3 clusters Score -224393.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (88703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Entering Unmasked Estep 
Score: -10166747.000000 Penalty: 1851.370483
	Iteration 0F: 2 clusters Score -1.016675e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -10107317.000000 Penalty: 3702.740967
	Iteration 0F: 3 clusters Score -1.010732e+07 nChanged 42512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -10131890.000000 Penalty: 3702.740967
	Iteration 1F: 3 clusters Score -1.013189e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46682 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -10132685.000000 Penalty: 3702.740967
	Iteration 2Q: 3 clusters Score -1.013268e+07 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -10133770.000000 Penalty: 3702.740967
	Iteration 3Q: 3 clusters Score -1.013377e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -10135200.000000 Penalty: 3702.740967
	Iteration 4Q: 3 clusters Score -1.01352e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -10137543.000000 Penalty: 3702.740967
	Iteration 5F: 3 clusters Score -1.013754e+07 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58865 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -10140824.000000 Penalty: 3702.740967
	Iteration 6F: 3 clusters Score -1.014082e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64131 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -10145011.000000 Penalty: 3702.740967
	Iteration 7F: 3 clusters Score -1.014501e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -10149891.000000 Penalty: 3702.740967
	Iteration 8F: 3 clusters Score -1.014989e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74586 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -10154456.000000 Penalty: 3702.740967
	Iteration 9F: 3 clusters Score -1.015446e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78278 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -10157709.000000 Penalty: 3702.740967
	Iteration 10Q: 3 clusters Score -1.015771e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80893 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -10159849.000000 Penalty: 3702.740967
	Iteration 11Q: 3 clusters Score -1.015985e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -10161254.000000 Penalty: 3702.740967
	Iteration 12Q: 3 clusters Score -1.016125e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84197 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -10162271.000000 Penalty: 3702.740967
	Iteration 13Q: 3 clusters Score -1.016227e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85333 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -10163088.000000 Penalty: 3702.740967
	Iteration 14Q: 3 clusters Score -1.016309e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86212 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -10163666.000000 Penalty: 3702.740967
	Iteration 15Q: 3 clusters Score -1.016367e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86894 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -10164154.000000 Penalty: 3702.740967
	Iteration 16Q: 3 clusters Score -1.016415e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -10164548.000000 Penalty: 3702.740967
	Iteration 17Q: 3 clusters Score -1.016455e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87770 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10164799.000000 Penalty: 3702.740967
	Iteration 18Q: 3 clusters Score -1.01648e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88000 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10165009.000000 Penalty: 3702.740967
	Iteration 19Q: 3 clusters Score -1.016501e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88114 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10165120.000000 Penalty: 3702.740967
	Iteration 20F: 3 clusters Score -1.016512e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88180 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10165195.000000 Penalty: 3702.740967
	Iteration 21Q: 3 clusters Score -1.01652e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -10165270.000000 Penalty: 3702.740967
	Iteration 22Q: 3 clusters Score -1.016527e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88251 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -10165301.000000 Penalty: 3702.740967
	Iteration 23Q: 3 clusters Score -1.01653e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88272 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -10165326.000000 Penalty: 3702.740967
	Iteration 24Q: 3 clusters Score -1.016533e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -10165354.000000 Penalty: 3702.740967
	Iteration 25Q: 3 clusters Score -1.016535e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88290 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10165361.000000 Penalty: 3702.740967
	Iteration 26Q: 3 clusters Score -1.016536e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10165384.000000 Penalty: 3702.740967
	Iteration 27Q: 3 clusters Score -1.016538e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88284 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10165400.000000 Penalty: 3702.740967
	Iteration 28Q: 3 clusters Score -1.01654e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10165421.000000 Penalty: 3702.740967
	Iteration 29Q: 3 clusters Score -1.016542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88291 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10165425.000000 Penalty: 3702.740967
	Iteration 30Q: 3 clusters Score -1.016542e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10165431.000000 Penalty: 3702.740967
	Iteration 31Q: 3 clusters Score -1.016543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10165438.000000 Penalty: 3702.740967
	Iteration 32Q: 3 clusters Score -1.016544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10165440.000000 Penalty: 3702.740967
	Iteration 33Q: 3 clusters Score -1.016544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -10165441.000000 Penalty: 3702.740967
	Iteration 34F: 3 clusters Score -1.016544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88297 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10165441.000000 Penalty: 3702.740967
	Iteration 35Q: 3 clusters Score -1.016544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10165440.000000 Penalty: 3702.740967
	Iteration 36Q: 3 clusters Score -1.016544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -10165440.000000 Penalty: 3702.740967
	Iteration 37Q: 3 clusters Score -1.016544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10165441.000000 Penalty: 3702.740967
	Iteration 38Q: 3 clusters Score -1.016544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10165439.000000 Penalty: 3702.740967
	Iteration 39Q: 3 clusters Score -1.016544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88298 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -10165431.000000 Penalty: 3702.740967
	Iteration 40F: 3 clusters Score -1.016543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -265734.250000 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -265734.2 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 1161 members 
Entering Unmasked Estep 
Score: -263490.187500 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -263490.2 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -263994.656250 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -263994.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -264099.375000 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -264099.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264204.562500 Penalty: 2522.428711
	Iteration 3F: 3 clusters Score -264204.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -264343.875000 Penalty: 2522.428711
	Iteration 4Q: 3 clusters Score -264343.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -264486.437500 Penalty: 2522.428711
	Iteration 5F: 3 clusters Score -264486.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -264569.906250 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -264569.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -264630.875000 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -264630.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -264685.406250 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -264685.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -264728.843750 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -264728.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -264766.500000 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -264766.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -264793.531250 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -264793.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -264815.187500 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -264815.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -264832.625000 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -264832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -264850.312500 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -264850.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -264874.531250 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -264874.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -264898.687500 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -264898.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -264915.875000 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -264915.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -264924.656250 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -264924.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -264931.281250 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -264931.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -264939.531250 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -264939.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -264945.625000 Penalty: 2522.428711
	Iteration 21Q: 3 clusters Score -264945.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -264956.562500 Penalty: 2522.428711
	Iteration 22Q: 3 clusters Score -264956.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -264965.906250 Penalty: 2522.428711
	Iteration 23Q: 3 clusters Score -264965.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -264974.843750 Penalty: 2522.428711
	Iteration 24Q: 3 clusters Score -264974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -264980.906250 Penalty: 2522.428711
	Iteration 25Q: 3 clusters Score -264980.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -264986.125000 Penalty: 2522.428711
	Iteration 26Q: 3 clusters Score -264986.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -264988.781250 Penalty: 2522.428711
	Iteration 27Q: 3 clusters Score -264988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -264994.906250 Penalty: 2522.428711
	Iteration 28Q: 3 clusters Score -264994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -265000.218750 Penalty: 2522.428711
	Iteration 29Q: 3 clusters Score -265000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -265002.093750 Penalty: 2522.428711
	Iteration 30Q: 3 clusters Score -265002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -265003.218750 Penalty: 2522.428711
	Iteration 31Q: 3 clusters Score -265003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -265006.593750 Penalty: 2522.428711
	Iteration 32Q: 3 clusters Score -265006.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -265011.062500 Penalty: 2522.428711
	Iteration 33Q: 3 clusters Score -265011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -265015.562500 Penalty: 2522.428711
	Iteration 34Q: 3 clusters Score -265015.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -265023.031250 Penalty: 2522.428711
	Iteration 35Q: 3 clusters Score -265023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -265025.375000 Penalty: 2522.428711
	Iteration 36Q: 3 clusters Score -265025.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -265026.093750 Penalty: 2522.428711
	Iteration 37Q: 3 clusters Score -265026.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -265027.187500 Penalty: 2522.428711
	Iteration 38Q: 3 clusters Score -265027.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -265029.093750 Penalty: 2522.428711
	Iteration 39Q: 3 clusters Score -265029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -265032.062500 Penalty: 2522.428711
	Iteration 40F: 3 clusters Score -265032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -265032.875000 Penalty: 2522.428711
	Iteration 41Q: 3 clusters Score -265032.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -265032.875000 Penalty: 2522.428711
	Iteration 42F: 3 clusters Score -265032.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -78920.046875 Penalty: 1027.999268
	Iteration 0F: 2 clusters Score -78920.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -77894.359375 Penalty: 2055.998535
	Iteration 0F: 3 clusters Score -77894.36 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -78116.835938 Penalty: 2055.998535
	Iteration 1F: 3 clusters Score -78116.84 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78223.437500 Penalty: 2055.998535
	Iteration 2F: 3 clusters Score -78223.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78321.750000 Penalty: 2055.998535
	Iteration 3Q: 3 clusters Score -78321.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78391.398438 Penalty: 2055.998535
	Iteration 4Q: 3 clusters Score -78391.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -78424.812500 Penalty: 2055.998535
	Iteration 5Q: 3 clusters Score -78424.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -78458.203125 Penalty: 2055.998535
	Iteration 6Q: 3 clusters Score -78458.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -78493.703125 Penalty: 2055.998535
	Iteration 7Q: 3 clusters Score -78493.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -78584.882812 Penalty: 2055.998535
	Iteration 8Q: 3 clusters Score -78584.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -78706.609375 Penalty: 2055.998535
	Iteration 9F: 3 clusters Score -78706.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -78815.921875 Penalty: 2055.998535
	Iteration 10F: 3 clusters Score -78815.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -78958.992188 Penalty: 2055.998535
	Iteration 11Q: 3 clusters Score -78958.99 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79250.781250 Penalty: 2055.998535
	Iteration 12Q: 3 clusters Score -79250.78 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -79640.218750 Penalty: 2055.998535
	Iteration 13Q: 3 clusters Score -79640.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -80630.609375 Penalty: 2055.998535
	Iteration 14Q: 3 clusters Score -80630.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81333.320312 Penalty: 2055.998535
	Iteration 15Q: 3 clusters Score -81333.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81389.835938 Penalty: 2055.998535
	Iteration 16Q: 3 clusters Score -81389.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -81399.898438 Penalty: 2055.998535
	Iteration 17Q: 3 clusters Score -81399.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81405.203125 Penalty: 2055.998535
	Iteration 18Q: 3 clusters Score -81405.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -81413.593750 Penalty: 2055.998535
	Iteration 19F: 3 clusters Score -81413.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -81442.335938 Penalty: 2055.998535
	Iteration 20F: 3 clusters Score -81442.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 166 members 
Entering Unmasked Estep 
Score: -40149272.000000 Penalty: 97747.859375
Splitting cluster 46 changes total score from -40147776.000000 to -40149272.000000
So it's getting split into cluster 47.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149312.000000 Penalty: 97747.859375
Iteration 196F: 48 clusters Score -4.014931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8125 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 416 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88702 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149392.000000 Penalty: 97747.859375
Iteration 197Q: 48 clusters Score -4.014939e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88701 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149412.000000 Penalty: 97747.859375
Iteration 198Q: 48 clusters Score -4.014941e+07 nChanged 1
Entering ConstructFrom: 
Score: -40149412.000000 Penalty: 97747.859375
Entering ConstructFrom: 
Trying to split cluster 1 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -425503.312500 Penalty: 1336.252197
	Iteration 0F: 2 clusters Score -425503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -422390.875000 Penalty: 2672.504395
	Iteration 0F: 3 clusters Score -422390.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -423190.000000 Penalty: 2672.504395
	Iteration 1F: 3 clusters Score -423190 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -423322.531250 Penalty: 2672.504395
	Iteration 2F: 3 clusters Score -423322.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -423409.875000 Penalty: 2672.504395
	Iteration 3Q: 3 clusters Score -423409.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -423487.843750 Penalty: 2672.504395
	Iteration 4Q: 3 clusters Score -423487.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -423571.343750 Penalty: 2672.504395
	Iteration 5Q: 3 clusters Score -423571.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -423647.718750 Penalty: 2672.504395
	Iteration 6Q: 3 clusters Score -423647.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -423712.937500 Penalty: 2672.504395
	Iteration 7Q: 3 clusters Score -423712.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -423788.437500 Penalty: 2672.504395
	Iteration 8Q: 3 clusters Score -423788.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -423875.437500 Penalty: 2672.504395
	Iteration 9Q: 3 clusters Score -423875.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -423950.718750 Penalty: 2672.504395
	Iteration 10Q: 3 clusters Score -423950.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -424016.093750 Penalty: 2672.504395
	Iteration 11Q: 3 clusters Score -424016.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -424070.500000 Penalty: 2672.504395
	Iteration 12Q: 3 clusters Score -424070.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -424114.687500 Penalty: 2672.504395
	Iteration 13Q: 3 clusters Score -424114.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -424147.281250 Penalty: 2672.504395
	Iteration 14Q: 3 clusters Score -424147.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -424176.312500 Penalty: 2672.504395
	Iteration 15Q: 3 clusters Score -424176.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -424203.656250 Penalty: 2672.504395
	Iteration 16Q: 3 clusters Score -424203.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -424224.906250 Penalty: 2672.504395
	Iteration 17Q: 3 clusters Score -424224.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -424242.875000 Penalty: 2672.504395
	Iteration 18Q: 3 clusters Score -424242.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -424255.375000 Penalty: 2672.504395
	Iteration 19Q: 3 clusters Score -424255.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -424263.718750 Penalty: 2672.504395
	Iteration 20F: 3 clusters Score -424263.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -424271.375000 Penalty: 2672.504395
	Iteration 21Q: 3 clusters Score -424271.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -424278.937500 Penalty: 2672.504395
	Iteration 22Q: 3 clusters Score -424278.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -424283.687500 Penalty: 2672.504395
	Iteration 23Q: 3 clusters Score -424283.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -424287.937500 Penalty: 2672.504395
	Iteration 24Q: 3 clusters Score -424287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -424292.500000 Penalty: 2672.504395
	Iteration 25Q: 3 clusters Score -424292.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -424298.562500 Penalty: 2672.504395
	Iteration 26Q: 3 clusters Score -424298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -424300.437500 Penalty: 2672.504395
	Iteration 27Q: 3 clusters Score -424300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -424301.312500 Penalty: 2672.504395
	Iteration 28Q: 3 clusters Score -424301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -424301.437500 Penalty: 2672.504395
	Iteration 29Q: 3 clusters Score -424301.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -424303.343750 Penalty: 2672.504395
	Iteration 30Q: 3 clusters Score -424303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -424305.187500 Penalty: 2672.504395
	Iteration 31Q: 3 clusters Score -424305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -424306.406250 Penalty: 2672.504395
	Iteration 32Q: 3 clusters Score -424306.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -424307.156250 Penalty: 2672.504395
	Iteration 33Q: 3 clusters Score -424307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -424308.031250 Penalty: 2672.504395
	Iteration 34Q: 3 clusters Score -424308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -424308.906250 Penalty: 2672.504395
	Iteration 35Q: 3 clusters Score -424308.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -424309.968750 Penalty: 2672.504395
	Iteration 36Q: 3 clusters Score -424310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -424309.843750 Penalty: 2672.504395
	Iteration 37Q: 3 clusters Score -424309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -424311.843750 Penalty: 2672.504395
	Iteration 38Q: 3 clusters Score -424311.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -424311.937500 Penalty: 2672.504395
	Iteration 39Q: 3 clusters Score -424311.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -424312.593750 Penalty: 2672.504395
	Iteration 40F: 3 clusters Score -424312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -424313.906250 Penalty: 2672.504395
	Iteration 41Q: 3 clusters Score -424313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -424314.562500 Penalty: 2672.504395
	Iteration 42Q: 3 clusters Score -424314.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -424315.781250 Penalty: 2672.504395
	Iteration 43Q: 3 clusters Score -424315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -424316.562500 Penalty: 2672.504395
	Iteration 44Q: 3 clusters Score -424316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -424317.250000 Penalty: 2672.504395
	Iteration 45Q: 3 clusters Score -424317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -424318.593750 Penalty: 2672.504395
	Iteration 46Q: 3 clusters Score -424318.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -424319.812500 Penalty: 2672.504395
	Iteration 47Q: 3 clusters Score -424319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -424323.718750 Penalty: 2672.504395
	Iteration 48Q: 3 clusters Score -424323.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -424326.218750 Penalty: 2672.504395
	Iteration 49Q: 3 clusters Score -424326.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -424329.625000 Penalty: 2672.504395
	Iteration 50Q: 3 clusters Score -424329.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -424333.937500 Penalty: 2672.504395
	Iteration 51Q: 3 clusters Score -424333.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -424336.218750 Penalty: 2672.504395
	Iteration 52Q: 3 clusters Score -424336.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -424336.906250 Penalty: 2672.504395
	Iteration 53Q: 3 clusters Score -424336.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -424337.593750 Penalty: 2672.504395
	Iteration 54Q: 3 clusters Score -424337.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -424337.843750 Penalty: 2672.504395
	Iteration 55Q: 3 clusters Score -424337.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -424337.718750 Penalty: 2672.504395
	Iteration 56Q: 3 clusters Score -424337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -424338.937500 Penalty: 2672.504395
	Iteration 57Q: 3 clusters Score -424338.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -424340.906250 Penalty: 2672.504395
	Iteration 58Q: 3 clusters Score -424340.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -424343.187500 Penalty: 2672.504395
	Iteration 59Q: 3 clusters Score -424343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -424349.125000 Penalty: 2672.504395
	Iteration 60F: 3 clusters Score -424349.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -424352.875000 Penalty: 2672.504395
	Iteration 61Q: 3 clusters Score -424352.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -424357.343750 Penalty: 2672.504395
	Iteration 62Q: 3 clusters Score -424357.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -424360.437500 Penalty: 2672.504395
	Iteration 63Q: 3 clusters Score -424360.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -424361.718750 Penalty: 2672.504395
	Iteration 64Q: 3 clusters Score -424361.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -424363.187500 Penalty: 2672.504395
	Iteration 65Q: 3 clusters Score -424363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -424366.218750 Penalty: 2672.504395
	Iteration 66Q: 3 clusters Score -424366.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -424369.031250 Penalty: 2672.504395
	Iteration 67Q: 3 clusters Score -424369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -424372.500000 Penalty: 2672.504395
	Iteration 68Q: 3 clusters Score -424372.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -424374.562500 Penalty: 2672.504395
	Iteration 69Q: 3 clusters Score -424374.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -424377.500000 Penalty: 2672.504395
	Iteration 70Q: 3 clusters Score -424377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -424379.375000 Penalty: 2672.504395
	Iteration 71Q: 3 clusters Score -424379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -424383.750000 Penalty: 2672.504395
	Iteration 72Q: 3 clusters Score -424383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -424387.062500 Penalty: 2672.504395
	Iteration 73Q: 3 clusters Score -424387.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -424393.062500 Penalty: 2672.504395
	Iteration 74Q: 3 clusters Score -424393.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -424397.750000 Penalty: 2672.504395
	Iteration 75Q: 3 clusters Score -424397.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -424404.125000 Penalty: 2672.504395
	Iteration 76Q: 3 clusters Score -424404.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -424408.062500 Penalty: 2672.504395
	Iteration 77Q: 3 clusters Score -424408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -424411.156250 Penalty: 2672.504395
	Iteration 78Q: 3 clusters Score -424411.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -424413.031250 Penalty: 2672.504395
	Iteration 79Q: 3 clusters Score -424413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -424413.656250 Penalty: 2672.504395
	Iteration 80F: 3 clusters Score -424413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -424415.187500 Penalty: 2672.504395
	Iteration 81Q: 3 clusters Score -424415.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -424415.312500 Penalty: 2672.504395
	Iteration 82Q: 3 clusters Score -424415.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -424416.718750 Penalty: 2672.504395
	Iteration 83Q: 3 clusters Score -424416.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -424418.500000 Penalty: 2672.504395
	Iteration 84Q: 3 clusters Score -424418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -424420.031250 Penalty: 2672.504395
	Iteration 85Q: 3 clusters Score -424420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -424421.031250 Penalty: 2672.504395
	Iteration 86Q: 3 clusters Score -424421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -424422.343750 Penalty: 2672.504395
	Iteration 87Q: 3 clusters Score -424422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -424423.781250 Penalty: 2672.504395
	Iteration 88Q: 3 clusters Score -424423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -424424.281250 Penalty: 2672.504395
	Iteration 89Q: 3 clusters Score -424424.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -424424.281250 Penalty: 2672.504395
	Iteration 90F: 3 clusters Score -424424.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Entering Unmasked Estep 
Score: -1594272.750000 Penalty: 1548.688843
	Iteration 0F: 2 clusters Score -1594273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1584652.375000 Penalty: 3097.377686
	Iteration 0F: 3 clusters Score -1584652 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1587871.750000 Penalty: 3097.377686
	Iteration 1F: 3 clusters Score -1587872 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1588101.125000 Penalty: 3097.377686
	Iteration 2F: 3 clusters Score -1588101 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1588303.625000 Penalty: 3097.377686
	Iteration 3Q: 3 clusters Score -1588304 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1588460.750000 Penalty: 3097.377686
	Iteration 4Q: 3 clusters Score -1588461 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1588604.875000 Penalty: 3097.377686
	Iteration 5Q: 3 clusters Score -1588605 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1588736.625000 Penalty: 3097.377686
	Iteration 6Q: 3 clusters Score -1588737 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1588883.375000 Penalty: 3097.377686
	Iteration 7Q: 3 clusters Score -1588883 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1589068.875000 Penalty: 3097.377686
	Iteration 8Q: 3 clusters Score -1589069 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1589307.625000 Penalty: 3097.377686
	Iteration 9Q: 3 clusters Score -1589308 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1589713.500000 Penalty: 3097.377686
	Iteration 10Q: 3 clusters Score -1589714 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1590274.625000 Penalty: 3097.377686
	Iteration 11F: 3 clusters Score -1590275 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1590939.750000 Penalty: 3097.377686
	Iteration 12F: 3 clusters Score -1590940 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1591567.125000 Penalty: 3097.377686
	Iteration 13F: 3 clusters Score -1591567 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1592024.875000 Penalty: 3097.377686
	Iteration 14Q: 3 clusters Score -1592025 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1592341.625000 Penalty: 3097.377686
	Iteration 15Q: 3 clusters Score -1592342 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1592542.750000 Penalty: 3097.377686
	Iteration 16Q: 3 clusters Score -1592543 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -1592636.125000 Penalty: 3097.377686
	Iteration 17Q: 3 clusters Score -1592636 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1592700.875000 Penalty: 3097.377686
	Iteration 18Q: 3 clusters Score -1592701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1592760.375000 Penalty: 3097.377686
	Iteration 19Q: 3 clusters Score -1592760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1592800.250000 Penalty: 3097.377686
	Iteration 20F: 3 clusters Score -1592800 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1592837.750000 Penalty: 3097.377686
	Iteration 21Q: 3 clusters Score -1592838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1592876.625000 Penalty: 3097.377686
	Iteration 22Q: 3 clusters Score -1592877 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1592896.375000 Penalty: 3097.377686
	Iteration 23Q: 3 clusters Score -1592896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1592922.125000 Penalty: 3097.377686
	Iteration 24Q: 3 clusters Score -1592922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -1592936.750000 Penalty: 3097.377686
	Iteration 25Q: 3 clusters Score -1592937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1592939.875000 Penalty: 3097.377686
	Iteration 26Q: 3 clusters Score -1592940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1592941.250000 Penalty: 3097.377686
	Iteration 27Q: 3 clusters Score -1592941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -1592946.250000 Penalty: 3097.377686
	Iteration 28Q: 3 clusters Score -1592946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1592949.000000 Penalty: 3097.377686
	Iteration 29Q: 3 clusters Score -1592949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1592949.875000 Penalty: 3097.377686
	Iteration 30Q: 3 clusters Score -1592950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1592949.875000 Penalty: 3097.377686
	Iteration 31F: 3 clusters Score -1592950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -290925.343750 Penalty: 1277.029053
	Iteration 0F: 2 clusters Score -290925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -288476.750000 Penalty: 2554.058105
	Iteration 0F: 3 clusters Score -288476.8 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289041.156250 Penalty: 2554.058105
	Iteration 1F: 3 clusters Score -289041.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -289199.468750 Penalty: 2554.058105
	Iteration 2F: 3 clusters Score -289199.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -289316.062500 Penalty: 2554.058105
	Iteration 3F: 3 clusters Score -289316.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -289401.406250 Penalty: 2554.058105
	Iteration 4Q: 3 clusters Score -289401.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -289451.468750 Penalty: 2554.058105
	Iteration 5Q: 3 clusters Score -289451.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -289486.000000 Penalty: 2554.058105
	Iteration 6Q: 3 clusters Score -289486 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -289515.031250 Penalty: 2554.058105
	Iteration 7Q: 3 clusters Score -289515 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -289547.031250 Penalty: 2554.058105
	Iteration 8Q: 3 clusters Score -289547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -289581.531250 Penalty: 2554.058105
	Iteration 9Q: 3 clusters Score -289581.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -289594.218750 Penalty: 2554.058105
	Iteration 10Q: 3 clusters Score -289594.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -289605.250000 Penalty: 2554.058105
	Iteration 11Q: 3 clusters Score -289605.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -289615.281250 Penalty: 2554.058105
	Iteration 12Q: 3 clusters Score -289615.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -289631.375000 Penalty: 2554.058105
	Iteration 13Q: 3 clusters Score -289631.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -289646.125000 Penalty: 2554.058105
	Iteration 14Q: 3 clusters Score -289646.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289660.531250 Penalty: 2554.058105
	Iteration 15Q: 3 clusters Score -289660.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -289673.062500 Penalty: 2554.058105
	Iteration 16Q: 3 clusters Score -289673.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -289688.000000 Penalty: 2554.058105
	Iteration 17Q: 3 clusters Score -289688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -289698.687500 Penalty: 2554.058105
	Iteration 18Q: 3 clusters Score -289698.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -289708.500000 Penalty: 2554.058105
	Iteration 19Q: 3 clusters Score -289708.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -289716.437500 Penalty: 2554.058105
	Iteration 20F: 3 clusters Score -289716.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -289725.781250 Penalty: 2554.058105
	Iteration 21Q: 3 clusters Score -289725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -289733.343750 Penalty: 2554.058105
	Iteration 22Q: 3 clusters Score -289733.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -289739.062500 Penalty: 2554.058105
	Iteration 23Q: 3 clusters Score -289739.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -289743.718750 Penalty: 2554.058105
	Iteration 24Q: 3 clusters Score -289743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -289752.531250 Penalty: 2554.058105
	Iteration 25Q: 3 clusters Score -289752.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -289761.625000 Penalty: 2554.058105
	Iteration 26Q: 3 clusters Score -289761.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -289769.343750 Penalty: 2554.058105
	Iteration 27Q: 3 clusters Score -289769.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -289775.531250 Penalty: 2554.058105
	Iteration 28Q: 3 clusters Score -289775.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -289779.875000 Penalty: 2554.058105
	Iteration 29Q: 3 clusters Score -289779.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -289784.125000 Penalty: 2554.058105
	Iteration 30Q: 3 clusters Score -289784.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -289788.812500 Penalty: 2554.058105
	Iteration 31Q: 3 clusters Score -289788.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -289790.625000 Penalty: 2554.058105
	Iteration 32Q: 3 clusters Score -289790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -289792.375000 Penalty: 2554.058105
	Iteration 33Q: 3 clusters Score -289792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -289793.718750 Penalty: 2554.058105
	Iteration 34Q: 3 clusters Score -289793.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -289793.468750 Penalty: 2554.058105
	Iteration 35Q: 3 clusters Score -289793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -289794.125000 Penalty: 2554.058105
	Iteration 36Q: 3 clusters Score -289794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -289794.687500 Penalty: 2554.058105
	Iteration 37Q: 3 clusters Score -289794.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -289795.062500 Penalty: 2554.058105
	Iteration 38Q: 3 clusters Score -289795.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -289796.093750 Penalty: 2554.058105
	Iteration 39Q: 3 clusters Score -289796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -289796.093750 Penalty: 2554.058105
	Iteration 40F: 3 clusters Score -289796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -289796.687500 Penalty: 2554.058105
	Iteration 41Q: 3 clusters Score -289796.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -289796.687500 Penalty: 2554.058105
	Iteration 42F: 3 clusters Score -289796.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -322647.750000 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -322647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -320063.625000 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -320063.6 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -320676.437500 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -320676.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -320802.718750 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -320802.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -320873.718750 Penalty: 2581.614014
	Iteration 3Q: 3 clusters Score -320873.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -320935.437500 Penalty: 2581.614014
	Iteration 4Q: 3 clusters Score -320935.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -320982.218750 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -320982.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -321029.906250 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -321029.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -321074.531250 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -321074.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -321113.781250 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -321113.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -321158.718750 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -321158.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -321198.750000 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -321198.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -321247.031250 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -321247 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -321288.000000 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -321288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -321314.250000 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -321314.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -321338.281250 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -321338.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -321365.375000 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -321365.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -321400.218750 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -321400.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -321429.781250 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -321429.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -321455.062500 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -321455.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -321470.562500 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -321470.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -321486.781250 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -321486.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -321499.343750 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -321499.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -321508.531250 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -321508.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -321511.531250 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -321511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -321515.312500 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -321515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -321517.000000 Penalty: 2581.614014
	Iteration 25Q: 3 clusters Score -321517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -321517.250000 Penalty: 2581.614014
	Iteration 26Q: 3 clusters Score -321517.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -321517.968750 Penalty: 2581.614014
	Iteration 27Q: 3 clusters Score -321518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -321518.406250 Penalty: 2581.614014
	Iteration 28Q: 3 clusters Score -321518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -321520.250000 Penalty: 2581.614014
	Iteration 29Q: 3 clusters Score -321520.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -321520.250000 Penalty: 2581.614014
	Iteration 30F: 3 clusters Score -321520.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -838061.375000 Penalty: 1448.036011
	Iteration 0F: 2 clusters Score -838061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -832593.437500 Penalty: 2896.072021
	Iteration 0F: 3 clusters Score -832593.4 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -834286.562500 Penalty: 2896.072021
	Iteration 1F: 3 clusters Score -834286.6 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -834525.312500 Penalty: 2896.072021
	Iteration 2F: 3 clusters Score -834525.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -834746.750000 Penalty: 2896.072021
	Iteration 3F: 3 clusters Score -834746.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -834966.437500 Penalty: 2896.072021
	Iteration 4F: 3 clusters Score -834966.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -835189.687500 Penalty: 2896.072021
	Iteration 5F: 3 clusters Score -835189.7 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -835408.625000 Penalty: 2896.072021
	Iteration 6Q: 3 clusters Score -835408.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -835640.375000 Penalty: 2896.072021
	Iteration 7Q: 3 clusters Score -835640.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -835830.125000 Penalty: 2896.072021
	Iteration 8Q: 3 clusters Score -835830.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -835991.000000 Penalty: 2896.072021
	Iteration 9Q: 3 clusters Score -835991 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -836138.687500 Penalty: 2896.072021
	Iteration 10Q: 3 clusters Score -836138.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -836288.625000 Penalty: 2896.072021
	Iteration 11Q: 3 clusters Score -836288.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -836417.750000 Penalty: 2896.072021
	Iteration 12Q: 3 clusters Score -836417.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -836536.250000 Penalty: 2896.072021
	Iteration 13Q: 3 clusters Score -836536.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -836647.312500 Penalty: 2896.072021
	Iteration 14Q: 3 clusters Score -836647.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -836764.375000 Penalty: 2896.072021
	Iteration 15Q: 3 clusters Score -836764.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -836858.187500 Penalty: 2896.072021
	Iteration 16Q: 3 clusters Score -836858.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -836929.312500 Penalty: 2896.072021
	Iteration 17Q: 3 clusters Score -836929.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -836971.812500 Penalty: 2896.072021
	Iteration 18Q: 3 clusters Score -836971.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -837005.937500 Penalty: 2896.072021
	Iteration 19Q: 3 clusters Score -837005.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -837027.937500 Penalty: 2896.072021
	Iteration 20F: 3 clusters Score -837027.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -837044.125000 Penalty: 2896.072021
	Iteration 21Q: 3 clusters Score -837044.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -837057.625000 Penalty: 2896.072021
	Iteration 22Q: 3 clusters Score -837057.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -837078.062500 Penalty: 2896.072021
	Iteration 23Q: 3 clusters Score -837078.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -837103.250000 Penalty: 2896.072021
	Iteration 24Q: 3 clusters Score -837103.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -837121.625000 Penalty: 2896.072021
	Iteration 25Q: 3 clusters Score -837121.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -837129.625000 Penalty: 2896.072021
	Iteration 26Q: 3 clusters Score -837129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -837134.500000 Penalty: 2896.072021
	Iteration 27Q: 3 clusters Score -837134.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -837138.187500 Penalty: 2896.072021
	Iteration 28Q: 3 clusters Score -837138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -837144.625000 Penalty: 2896.072021
	Iteration 29Q: 3 clusters Score -837144.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -837147.625000 Penalty: 2896.072021
	Iteration 30Q: 3 clusters Score -837147.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -837150.562500 Penalty: 2896.072021
	Iteration 31Q: 3 clusters Score -837150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -837152.750000 Penalty: 2896.072021
	Iteration 32Q: 3 clusters Score -837152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -837152.437500 Penalty: 2896.072021
	Iteration 33Q: 3 clusters Score -837152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -837152.437500 Penalty: 2896.072021
	Iteration 34Q: 3 clusters Score -837152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -837154.062500 Penalty: 2896.072021
	Iteration 35Q: 3 clusters Score -837154.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -837155.375000 Penalty: 2896.072021
	Iteration 36Q: 3 clusters Score -837155.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -837155.375000 Penalty: 2896.072021
	Iteration 37F: 3 clusters Score -837155.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -903040.312500 Penalty: 1457.426514
	Iteration 0F: 2 clusters Score -903040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -897244.062500 Penalty: 2914.853027
	Iteration 0F: 3 clusters Score -897244.1 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -898945.750000 Penalty: 2914.853027
	Iteration 1F: 3 clusters Score -898945.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -899158.750000 Penalty: 2914.853027
	Iteration 2F: 3 clusters Score -899158.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -899337.562500 Penalty: 2914.853027
	Iteration 3F: 3 clusters Score -899337.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -899462.125000 Penalty: 2914.853027
	Iteration 4Q: 3 clusters Score -899462.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -899563.875000 Penalty: 2914.853027
	Iteration 5Q: 3 clusters Score -899563.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -899671.375000 Penalty: 2914.853027
	Iteration 6Q: 3 clusters Score -899671.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -899763.437500 Penalty: 2914.853027
	Iteration 7Q: 3 clusters Score -899763.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -899846.562500 Penalty: 2914.853027
	Iteration 8Q: 3 clusters Score -899846.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -899921.750000 Penalty: 2914.853027
	Iteration 9Q: 3 clusters Score -899921.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -900005.312500 Penalty: 2914.853027
	Iteration 10Q: 3 clusters Score -900005.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -900088.812500 Penalty: 2914.853027
	Iteration 11Q: 3 clusters Score -900088.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -900175.437500 Penalty: 2914.853027
	Iteration 12Q: 3 clusters Score -900175.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -900282.062500 Penalty: 2914.853027
	Iteration 13Q: 3 clusters Score -900282.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -900411.875000 Penalty: 2914.853027
	Iteration 14Q: 3 clusters Score -900411.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -900593.125000 Penalty: 2914.853027
	Iteration 15Q: 3 clusters Score -900593.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -900838.062500 Penalty: 2914.853027
	Iteration 16Q: 3 clusters Score -900838.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -901107.312500 Penalty: 2914.853027
	Iteration 17Q: 3 clusters Score -901107.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -901343.437500 Penalty: 2914.853027
	Iteration 18Q: 3 clusters Score -901343.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -901469.875000 Penalty: 2914.853027
	Iteration 19Q: 3 clusters Score -901469.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -901541.250000 Penalty: 2914.853027
	Iteration 20F: 3 clusters Score -901541.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -901591.875000 Penalty: 2914.853027
	Iteration 21Q: 3 clusters Score -901591.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -901626.250000 Penalty: 2914.853027
	Iteration 22Q: 3 clusters Score -901626.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -901654.312500 Penalty: 2914.853027
	Iteration 23Q: 3 clusters Score -901654.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -901681.875000 Penalty: 2914.853027
	Iteration 24Q: 3 clusters Score -901681.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -901707.312500 Penalty: 2914.853027
	Iteration 25Q: 3 clusters Score -901707.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -901729.625000 Penalty: 2914.853027
	Iteration 26Q: 3 clusters Score -901729.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -901754.250000 Penalty: 2914.853027
	Iteration 27Q: 3 clusters Score -901754.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -901778.750000 Penalty: 2914.853027
	Iteration 28Q: 3 clusters Score -901778.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -901798.375000 Penalty: 2914.853027
	Iteration 29Q: 3 clusters Score -901798.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -901821.500000 Penalty: 2914.853027
	Iteration 30Q: 3 clusters Score -901821.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -901842.500000 Penalty: 2914.853027
	Iteration 31Q: 3 clusters Score -901842.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -901862.125000 Penalty: 2914.853027
	Iteration 32Q: 3 clusters Score -901862.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -901882.562500 Penalty: 2914.853027
	Iteration 33Q: 3 clusters Score -901882.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -901899.500000 Penalty: 2914.853027
	Iteration 34Q: 3 clusters Score -901899.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -901925.437500 Penalty: 2914.853027
	Iteration 35Q: 3 clusters Score -901925.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -901944.125000 Penalty: 2914.853027
	Iteration 36Q: 3 clusters Score -901944.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -901964.375000 Penalty: 2914.853027
	Iteration 37Q: 3 clusters Score -901964.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -901982.625000 Penalty: 2914.853027
	Iteration 38Q: 3 clusters Score -901982.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -901996.812500 Penalty: 2914.853027
	Iteration 39Q: 3 clusters Score -901996.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -902009.500000 Penalty: 2914.853027
	Iteration 40F: 3 clusters Score -902009.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -902022.312500 Penalty: 2914.853027
	Iteration 41Q: 3 clusters Score -902022.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -902033.062500 Penalty: 2914.853027
	Iteration 42Q: 3 clusters Score -902033.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -902042.937500 Penalty: 2914.853027
	Iteration 43Q: 3 clusters Score -902042.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -902050.000000 Penalty: 2914.853027
	Iteration 44Q: 3 clusters Score -902050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -902052.437500 Penalty: 2914.853027
	Iteration 45Q: 3 clusters Score -902052.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -902054.812500 Penalty: 2914.853027
	Iteration 46Q: 3 clusters Score -902054.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -902057.062500 Penalty: 2914.853027
	Iteration 47Q: 3 clusters Score -902057.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -902056.062500 Penalty: 2914.853027
	Iteration 48Q: 3 clusters Score -902056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -902058.562500 Penalty: 2914.853027
	Iteration 49Q: 3 clusters Score -902058.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -902059.000000 Penalty: 2914.853027
	Iteration 50Q: 3 clusters Score -902059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -902060.750000 Penalty: 2914.853027
	Iteration 51Q: 3 clusters Score -902060.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -902060.750000 Penalty: 2914.853027
	Iteration 52F: 3 clusters Score -902060.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -737851.625000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -737851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -732936.875000 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -732936.9 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -734468.812500 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -734468.8 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -734661.812500 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -734661.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -734817.562500 Penalty: 2850.039307
	Iteration 3Q: 3 clusters Score -734817.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -734952.312500 Penalty: 2850.039307
	Iteration 4Q: 3 clusters Score -734952.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -735094.437500 Penalty: 2850.039307
	Iteration 5Q: 3 clusters Score -735094.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -735201.375000 Penalty: 2850.039307
	Iteration 6Q: 3 clusters Score -735201.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -735281.625000 Penalty: 2850.039307
	Iteration 7Q: 3 clusters Score -735281.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -735349.312500 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -735349.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -735410.312500 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -735410.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -735471.375000 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -735471.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -735528.812500 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -735528.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -735595.187500 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -735595.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -735670.187500 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -735670.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -735745.062500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -735745.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -735826.500000 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -735826.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -735911.812500 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -735911.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -735984.812500 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -735984.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -736047.437500 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -736047.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -736123.437500 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -736123.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -736193.000000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -736193 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -736250.375000 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -736250.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -736298.937500 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -736298.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -736355.812500 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -736355.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -736400.937500 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -736400.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -736427.687500 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -736427.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -736454.875000 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -736454.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -736477.562500 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -736477.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -736508.125000 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -736508.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -736535.875000 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -736535.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -736552.500000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -736552.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -736566.875000 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -736566.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -736585.000000 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -736585 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -736601.125000 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -736601.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -736617.187500 Penalty: 2850.039307
	Iteration 34Q: 3 clusters Score -736617.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -736629.187500 Penalty: 2850.039307
	Iteration 35Q: 3 clusters Score -736629.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -736634.375000 Penalty: 2850.039307
	Iteration 36Q: 3 clusters Score -736634.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -736638.812500 Penalty: 2850.039307
	Iteration 37Q: 3 clusters Score -736638.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -736641.875000 Penalty: 2850.039307
	Iteration 38Q: 3 clusters Score -736641.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -736645.000000 Penalty: 2850.039307
	Iteration 39Q: 3 clusters Score -736645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -736646.562500 Penalty: 2850.039307
	Iteration 40F: 3 clusters Score -736646.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -736648.875000 Penalty: 2850.039307
	Iteration 41Q: 3 clusters Score -736648.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -736653.125000 Penalty: 2850.039307
	Iteration 42Q: 3 clusters Score -736653.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -736655.062500 Penalty: 2850.039307
	Iteration 43Q: 3 clusters Score -736655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -736655.187500 Penalty: 2850.039307
	Iteration 44Q: 3 clusters Score -736655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -736656.375000 Penalty: 2850.039307
	Iteration 45Q: 3 clusters Score -736656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -736656.750000 Penalty: 2850.039307
	Iteration 46Q: 3 clusters Score -736656.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -736658.500000 Penalty: 2850.039307
	Iteration 47Q: 3 clusters Score -736658.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -736658.500000 Penalty: 2850.039307
	Iteration 48F: 3 clusters Score -736658.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -414923.968750 Penalty: 1333.525391
	Iteration 0F: 2 clusters Score -414924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -411786.093750 Penalty: 2667.050781
	Iteration 0F: 3 clusters Score -411786.1 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -412639.187500 Penalty: 2667.050781
	Iteration 1F: 3 clusters Score -412639.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -412795.875000 Penalty: 2667.050781
	Iteration 2F: 3 clusters Score -412795.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -412936.718750 Penalty: 2667.050781
	Iteration 3F: 3 clusters Score -412936.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -413079.562500 Penalty: 2667.050781
	Iteration 4Q: 3 clusters Score -413079.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -413190.500000 Penalty: 2667.050781
	Iteration 5Q: 3 clusters Score -413190.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -413307.281250 Penalty: 2667.050781
	Iteration 6Q: 3 clusters Score -413307.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -413409.187500 Penalty: 2667.050781
	Iteration 7Q: 3 clusters Score -413409.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -413498.500000 Penalty: 2667.050781
	Iteration 8Q: 3 clusters Score -413498.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -413566.406250 Penalty: 2667.050781
	Iteration 9Q: 3 clusters Score -413566.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -413614.343750 Penalty: 2667.050781
	Iteration 10Q: 3 clusters Score -413614.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -413648.406250 Penalty: 2667.050781
	Iteration 11Q: 3 clusters Score -413648.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -413669.625000 Penalty: 2667.050781
	Iteration 12Q: 3 clusters Score -413669.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -413687.093750 Penalty: 2667.050781
	Iteration 13Q: 3 clusters Score -413687.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -413704.468750 Penalty: 2667.050781
	Iteration 14Q: 3 clusters Score -413704.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -413716.906250 Penalty: 2667.050781
	Iteration 15Q: 3 clusters Score -413716.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -413730.250000 Penalty: 2667.050781
	Iteration 16Q: 3 clusters Score -413730.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -413745.437500 Penalty: 2667.050781
	Iteration 17Q: 3 clusters Score -413745.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -413757.218750 Penalty: 2667.050781
	Iteration 18Q: 3 clusters Score -413757.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -413765.343750 Penalty: 2667.050781
	Iteration 19Q: 3 clusters Score -413765.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -413772.125000 Penalty: 2667.050781
	Iteration 20F: 3 clusters Score -413772.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -413780.062500 Penalty: 2667.050781
	Iteration 21Q: 3 clusters Score -413780.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -413788.281250 Penalty: 2667.050781
	Iteration 22Q: 3 clusters Score -413788.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -413797.656250 Penalty: 2667.050781
	Iteration 23Q: 3 clusters Score -413797.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -413808.500000 Penalty: 2667.050781
	Iteration 24Q: 3 clusters Score -413808.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -413821.125000 Penalty: 2667.050781
	Iteration 25Q: 3 clusters Score -413821.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -413831.531250 Penalty: 2667.050781
	Iteration 26Q: 3 clusters Score -413831.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -413842.906250 Penalty: 2667.050781
	Iteration 27Q: 3 clusters Score -413842.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -413854.406250 Penalty: 2667.050781
	Iteration 28Q: 3 clusters Score -413854.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -413863.437500 Penalty: 2667.050781
	Iteration 29Q: 3 clusters Score -413863.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -413880.125000 Penalty: 2667.050781
	Iteration 30Q: 3 clusters Score -413880.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -413898.250000 Penalty: 2667.050781
	Iteration 31Q: 3 clusters Score -413898.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -413905.187500 Penalty: 2667.050781
	Iteration 32Q: 3 clusters Score -413905.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -413913.156250 Penalty: 2667.050781
	Iteration 33Q: 3 clusters Score -413913.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -413923.625000 Penalty: 2667.050781
	Iteration 34Q: 3 clusters Score -413923.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -413933.843750 Penalty: 2667.050781
	Iteration 35Q: 3 clusters Score -413933.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -413943.062500 Penalty: 2667.050781
	Iteration 36Q: 3 clusters Score -413943.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -413950.000000 Penalty: 2667.050781
	Iteration 37Q: 3 clusters Score -413950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -413953.687500 Penalty: 2667.050781
	Iteration 38Q: 3 clusters Score -413953.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -413959.500000 Penalty: 2667.050781
	Iteration 39Q: 3 clusters Score -413959.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -413964.843750 Penalty: 2667.050781
	Iteration 40F: 3 clusters Score -413964.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -413973.843750 Penalty: 2667.050781
	Iteration 41Q: 3 clusters Score -413973.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -413980.875000 Penalty: 2667.050781
	Iteration 42Q: 3 clusters Score -413980.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -413985.375000 Penalty: 2667.050781
	Iteration 43Q: 3 clusters Score -413985.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -413990.593750 Penalty: 2667.050781
	Iteration 44Q: 3 clusters Score -413990.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -413999.812500 Penalty: 2667.050781
	Iteration 45Q: 3 clusters Score -413999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -414005.281250 Penalty: 2667.050781
	Iteration 46Q: 3 clusters Score -414005.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -414013.093750 Penalty: 2667.050781
	Iteration 47Q: 3 clusters Score -414013.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -414017.843750 Penalty: 2667.050781
	Iteration 48Q: 3 clusters Score -414017.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -414020.875000 Penalty: 2667.050781
	Iteration 49Q: 3 clusters Score -414020.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -414023.718750 Penalty: 2667.050781
	Iteration 50Q: 3 clusters Score -414023.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -414025.093750 Penalty: 2667.050781
	Iteration 51Q: 3 clusters Score -414025.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -414028.125000 Penalty: 2667.050781
	Iteration 52Q: 3 clusters Score -414028.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -414031.687500 Penalty: 2667.050781
	Iteration 53Q: 3 clusters Score -414031.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -414034.375000 Penalty: 2667.050781
	Iteration 54Q: 3 clusters Score -414034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -414035.593750 Penalty: 2667.050781
	Iteration 55Q: 3 clusters Score -414035.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -414036.843750 Penalty: 2667.050781
	Iteration 56Q: 3 clusters Score -414036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -414037.406250 Penalty: 2667.050781
	Iteration 57Q: 3 clusters Score -414037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -414038.500000 Penalty: 2667.050781
	Iteration 58Q: 3 clusters Score -414038.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -414038.781250 Penalty: 2667.050781
	Iteration 59Q: 3 clusters Score -414038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -414038.468750 Penalty: 2667.050781
	Iteration 60F: 3 clusters Score -414038.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -414039.218750 Penalty: 2667.050781
	Iteration 61Q: 3 clusters Score -414039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -414041.593750 Penalty: 2667.050781
	Iteration 62Q: 3 clusters Score -414041.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -414041.312500 Penalty: 2667.050781
	Iteration 63Q: 3 clusters Score -414041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -414042.625000 Penalty: 2667.050781
	Iteration 64Q: 3 clusters Score -414042.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -414042.625000 Penalty: 2667.050781
	Iteration 65F: 3 clusters Score -414042.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Entering Unmasked Estep 
Score: -1139582.500000 Penalty: 1497.668579
	Iteration 0F: 2 clusters Score -1139582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1132406.125000 Penalty: 2995.337158
	Iteration 0F: 3 clusters Score -1132406 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1134802.750000 Penalty: 2995.337158
	Iteration 1F: 3 clusters Score -1134803 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1135161.875000 Penalty: 2995.337158
	Iteration 2F: 3 clusters Score -1135162 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1135492.750000 Penalty: 2995.337158
	Iteration 3F: 3 clusters Score -1135493 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1135846.250000 Penalty: 2995.337158
	Iteration 4F: 3 clusters Score -1135846 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1136247.375000 Penalty: 2995.337158
	Iteration 5F: 3 clusters Score -1136247 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1136608.375000 Penalty: 2995.337158
	Iteration 6F: 3 clusters Score -1136608 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1136967.875000 Penalty: 2995.337158
	Iteration 7F: 3 clusters Score -1136968 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1137306.000000 Penalty: 2995.337158
	Iteration 8Q: 3 clusters Score -1137306 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1137596.625000 Penalty: 2995.337158
	Iteration 9Q: 3 clusters Score -1137597 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1137860.250000 Penalty: 2995.337158
	Iteration 10Q: 3 clusters Score -1137860 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1138047.125000 Penalty: 2995.337158
	Iteration 11Q: 3 clusters Score -1138047 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1138185.750000 Penalty: 2995.337158
	Iteration 12Q: 3 clusters Score -1138186 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1138319.875000 Penalty: 2995.337158
	Iteration 13Q: 3 clusters Score -1138320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1138408.875000 Penalty: 2995.337158
	Iteration 14Q: 3 clusters Score -1138409 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1138502.750000 Penalty: 2995.337158
	Iteration 15Q: 3 clusters Score -1138503 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1138565.000000 Penalty: 2995.337158
	Iteration 16Q: 3 clusters Score -1138565 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1138599.375000 Penalty: 2995.337158
	Iteration 17Q: 3 clusters Score -1138599 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1138618.250000 Penalty: 2995.337158
	Iteration 18Q: 3 clusters Score -1138618 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -1138632.875000 Penalty: 2995.337158
	Iteration 19Q: 3 clusters Score -1138633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1138644.250000 Penalty: 2995.337158
	Iteration 20F: 3 clusters Score -1138644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1138649.125000 Penalty: 2995.337158
	Iteration 21Q: 3 clusters Score -1138649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1138656.750000 Penalty: 2995.337158
	Iteration 22Q: 3 clusters Score -1138657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1138660.125000 Penalty: 2995.337158
	Iteration 23Q: 3 clusters Score -1138660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1138662.875000 Penalty: 2995.337158
	Iteration 24Q: 3 clusters Score -1138663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1138661.500000 Penalty: 2995.337158
	Iteration 25Q: 3 clusters Score -1138662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1138664.875000 Penalty: 2995.337158
	Iteration 26Q: 3 clusters Score -1138665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1138662.500000 Penalty: 2995.337158
	Iteration 27Q: 3 clusters Score -1138662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1138665.750000 Penalty: 2995.337158
	Iteration 28Q: 3 clusters Score -1138666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1138666.125000 Penalty: 2995.337158
	Iteration 29Q: 3 clusters Score -1138666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1138667.625000 Penalty: 2995.337158
	Iteration 30Q: 3 clusters Score -1138668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1138667.500000 Penalty: 2995.337158
	Iteration 31Q: 3 clusters Score -1138668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1138669.750000 Penalty: 2995.337158
	Iteration 32Q: 3 clusters Score -1138670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1138673.125000 Penalty: 2995.337158
	Iteration 33Q: 3 clusters Score -1138673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1138674.875000 Penalty: 2995.337158
	Iteration 34Q: 3 clusters Score -1138675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1138676.000000 Penalty: 2995.337158
	Iteration 35Q: 3 clusters Score -1138676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1138674.875000 Penalty: 2995.337158
	Iteration 36Q: 3 clusters Score -1138675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1138675.000000 Penalty: 2995.337158
	Iteration 37Q: 3 clusters Score -1138675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1138675.000000 Penalty: 2995.337158
	Iteration 38F: 3 clusters Score -1138675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -37728.550781 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -37728.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -36770.386719 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -36770.39 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -37223.296875 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -37223.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -37351.207031 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -37351.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -37459.968750 Penalty: 2065.170410
	Iteration 3F: 3 clusters Score -37459.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37554.191406 Penalty: 2065.170410
	Iteration 4Q: 3 clusters Score -37554.19 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -37610.421875 Penalty: 2065.170410
	Iteration 5Q: 3 clusters Score -37610.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -37629.835938 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -37629.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -37632.722656 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -37632.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37633.667969 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -37633.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -37636.851562 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -37636.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -37638.515625 Penalty: 2065.170410
	Iteration 10Q: 3 clusters Score -37638.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -37639.992188 Penalty: 2065.170410
	Iteration 11Q: 3 clusters Score -37639.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37641.941406 Penalty: 2065.170410
	Iteration 12Q: 3 clusters Score -37641.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -37646.222656 Penalty: 2065.170410
	Iteration 13Q: 3 clusters Score -37646.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37647.480469 Penalty: 2065.170410
	Iteration 14Q: 3 clusters Score -37647.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -37647.480469 Penalty: 2065.170410
	Iteration 15F: 3 clusters Score -37647.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -589064.187500 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -589064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -584988.000000 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -584988 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -586187.812500 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -586187.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -586410.750000 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -586410.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -586563.312500 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -586563.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -586663.687500 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -586663.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -586756.125000 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -586756.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -586862.312500 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -586862.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -586939.625000 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -586939.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -587007.250000 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -587007.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -587064.625000 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -587064.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -587122.812500 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -587122.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -587181.625000 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -587181.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -587222.437500 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -587222.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -587253.062500 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -587253.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -587282.125000 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -587282.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -587312.625000 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -587312.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -587347.062500 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -587347.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -587383.250000 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -587383.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -587414.312500 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -587414.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -587443.812500 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -587443.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -587471.875000 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -587471.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -587498.750000 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -587498.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -587525.250000 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -587525.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -587549.312500 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -587549.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -587577.125000 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -587577.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -587606.937500 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -587606.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -587641.687500 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -587641.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -587674.625000 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -587674.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -587712.312500 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -587712.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -587744.812500 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -587744.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -587762.375000 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -587762.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -587779.250000 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -587779.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -587796.875000 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -587796.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -587805.375000 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -587805.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -587816.687500 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -587816.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -587833.000000 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -587833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -587849.812500 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -587849.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -587860.875000 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -587860.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -587866.375000 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -587866.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -587872.500000 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -587872.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -587875.875000 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -587875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -587878.625000 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -587878.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -587881.500000 Penalty: 2776.429932
	Iteration 42Q: 3 clusters Score -587881.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -587884.375000 Penalty: 2776.429932
	Iteration 43Q: 3 clusters Score -587884.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -587888.250000 Penalty: 2776.429932
	Iteration 44Q: 3 clusters Score -587888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -587889.562500 Penalty: 2776.429932
	Iteration 45Q: 3 clusters Score -587889.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -587892.125000 Penalty: 2776.429932
	Iteration 46Q: 3 clusters Score -587892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -587894.187500 Penalty: 2776.429932
	Iteration 47Q: 3 clusters Score -587894.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -587894.187500 Penalty: 2776.429932
	Iteration 48Q: 3 clusters Score -587894.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -587895.625000 Penalty: 2776.429932
	Iteration 49Q: 3 clusters Score -587895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -587898.375000 Penalty: 2776.429932
	Iteration 50Q: 3 clusters Score -587898.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -587899.250000 Penalty: 2776.429932
	Iteration 51Q: 3 clusters Score -587899.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -587900.125000 Penalty: 2776.429932
	Iteration 52Q: 3 clusters Score -587900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -587900.812500 Penalty: 2776.429932
	Iteration 53Q: 3 clusters Score -587900.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -587900.562500 Penalty: 2776.429932
	Iteration 54Q: 3 clusters Score -587900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -587901.187500 Penalty: 2776.429932
	Iteration 55Q: 3 clusters Score -587901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -587901.187500 Penalty: 2776.429932
	Iteration 56F: 3 clusters Score -587901.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -119295.648438 Penalty: 1136.066284
	Iteration 0F: 2 clusters Score -119295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117805.890625 Penalty: 2272.132568
	Iteration 0F: 3 clusters Score -117805.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -118082.554688 Penalty: 2272.132568
	Iteration 1F: 3 clusters Score -118082.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118186.156250 Penalty: 2272.132568
	Iteration 2F: 3 clusters Score -118186.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118242.921875 Penalty: 2272.132568
	Iteration 3Q: 3 clusters Score -118242.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118280.851562 Penalty: 2272.132568
	Iteration 4Q: 3 clusters Score -118280.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118306.453125 Penalty: 2272.132568
	Iteration 5Q: 3 clusters Score -118306.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -118321.460938 Penalty: 2272.132568
	Iteration 6Q: 3 clusters Score -118321.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -118338.156250 Penalty: 2272.132568
	Iteration 7Q: 3 clusters Score -118338.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -118347.601562 Penalty: 2272.132568
	Iteration 8Q: 3 clusters Score -118347.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118351.437500 Penalty: 2272.132568
	Iteration 9Q: 3 clusters Score -118351.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -118357.078125 Penalty: 2272.132568
	Iteration 10Q: 3 clusters Score -118357.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118361.976562 Penalty: 2272.132568
	Iteration 11Q: 3 clusters Score -118362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118362.398438 Penalty: 2272.132568
	Iteration 12Q: 3 clusters Score -118362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118362.851562 Penalty: 2272.132568
	Iteration 13Q: 3 clusters Score -118362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118363.375000 Penalty: 2272.132568
	Iteration 14Q: 3 clusters Score -118363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118364.140625 Penalty: 2272.132568
	Iteration 15Q: 3 clusters Score -118364.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -118367.593750 Penalty: 2272.132568
	Iteration 16Q: 3 clusters Score -118367.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -118368.750000 Penalty: 2272.132568
	Iteration 17Q: 3 clusters Score -118368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118369.046875 Penalty: 2272.132568
	Iteration 18Q: 3 clusters Score -118369 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -118369.046875 Penalty: 2272.132568
	Iteration 19F: 3 clusters Score -118369 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -194842.703125 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -194842.7 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 901 members 
Entering Unmasked Estep 
Score: -192908.062500 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -192908.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -193360.625000 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -193360.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -193535.234375 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -193535.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -193653.656250 Penalty: 2428.193115
	Iteration 3F: 3 clusters Score -193653.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -193754.437500 Penalty: 2428.193115
	Iteration 4F: 3 clusters Score -193754.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -193846.218750 Penalty: 2428.193115
	Iteration 5F: 3 clusters Score -193846.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -193956.750000 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -193956.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -194077.468750 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -194077.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -194185.390625 Penalty: 2428.193115
	Iteration 8F: 3 clusters Score -194185.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -194258.578125 Penalty: 2428.193115
	Iteration 9Q: 3 clusters Score -194258.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -194313.593750 Penalty: 2428.193115
	Iteration 10Q: 3 clusters Score -194313.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -194351.843750 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -194351.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -194379.187500 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -194379.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -194391.421875 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -194391.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -194400.000000 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -194400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -194404.578125 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -194404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -194406.343750 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -194406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -194406.578125 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -194406.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -194407.343750 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -194407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -194407.343750 Penalty: 2428.193115
	Iteration 19F: 3 clusters Score -194407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -1082112.625000 Penalty: 1485.793701
	Iteration 0F: 2 clusters Score -1082113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -1075332.750000 Penalty: 2971.587402
	Iteration 0F: 3 clusters Score -1075333 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1077508.875000 Penalty: 2971.587402
	Iteration 1F: 3 clusters Score -1077509 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1077745.000000 Penalty: 2971.587402
	Iteration 2F: 3 clusters Score -1077745 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1077931.125000 Penalty: 2971.587402
	Iteration 3F: 3 clusters Score -1077931 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1078090.875000 Penalty: 2971.587402
	Iteration 4Q: 3 clusters Score -1078091 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -1078273.625000 Penalty: 2971.587402
	Iteration 5Q: 3 clusters Score -1078274 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1078504.875000 Penalty: 2971.587402
	Iteration 6Q: 3 clusters Score -1078505 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1078805.625000 Penalty: 2971.587402
	Iteration 7F: 3 clusters Score -1078806 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1079176.000000 Penalty: 2971.587402
	Iteration 8F: 3 clusters Score -1079176 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1079572.125000 Penalty: 2971.587402
	Iteration 9F: 3 clusters Score -1079572 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1079983.500000 Penalty: 2971.587402
	Iteration 10F: 3 clusters Score -1079984 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1080293.000000 Penalty: 2971.587402
	Iteration 11Q: 3 clusters Score -1080293 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1080486.125000 Penalty: 2971.587402
	Iteration 12Q: 3 clusters Score -1080486 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1080620.500000 Penalty: 2971.587402
	Iteration 13Q: 3 clusters Score -1080620 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1080696.500000 Penalty: 2971.587402
	Iteration 14Q: 3 clusters Score -1080696 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1080741.500000 Penalty: 2971.587402
	Iteration 15Q: 3 clusters Score -1080742 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1080769.750000 Penalty: 2971.587402
	Iteration 16Q: 3 clusters Score -1080770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1080799.875000 Penalty: 2971.587402
	Iteration 17Q: 3 clusters Score -1080800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -1080820.750000 Penalty: 2971.587402
	Iteration 18Q: 3 clusters Score -1080821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1080829.375000 Penalty: 2971.587402
	Iteration 19Q: 3 clusters Score -1080829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1080835.750000 Penalty: 2971.587402
	Iteration 20F: 3 clusters Score -1080836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1080842.875000 Penalty: 2971.587402
	Iteration 21Q: 3 clusters Score -1080843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1080848.500000 Penalty: 2971.587402
	Iteration 22Q: 3 clusters Score -1080848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1080851.250000 Penalty: 2971.587402
	Iteration 23Q: 3 clusters Score -1080851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1080853.625000 Penalty: 2971.587402
	Iteration 24Q: 3 clusters Score -1080854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -1080858.500000 Penalty: 2971.587402
	Iteration 25Q: 3 clusters Score -1080858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -1080862.375000 Penalty: 2971.587402
	Iteration 26Q: 3 clusters Score -1080862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1080862.750000 Penalty: 2971.587402
	Iteration 27Q: 3 clusters Score -1080863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1080863.250000 Penalty: 2971.587402
	Iteration 28Q: 3 clusters Score -1080863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1080863.750000 Penalty: 2971.587402
	Iteration 29Q: 3 clusters Score -1080864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1080865.875000 Penalty: 2971.587402
	Iteration 30Q: 3 clusters Score -1080866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1080865.875000 Penalty: 2971.587402
	Iteration 31F: 3 clusters Score -1080866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -378941.375000 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -378941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -376003.593750 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -376003.6 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -376885.343750 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -376885.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -377149.718750 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -377149.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -377354.125000 Penalty: 2638.611084
	Iteration 3F: 3 clusters Score -377354.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -377501.375000 Penalty: 2638.611084
	Iteration 4F: 3 clusters Score -377501.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -377626.562500 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -377626.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -377711.937500 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -377711.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -377770.187500 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -377770.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -377820.187500 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -377820.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -377856.500000 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -377856.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -377889.156250 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -377889.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -377917.281250 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -377917.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -377937.218750 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -377937.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -377952.593750 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -377952.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -377971.125000 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -377971.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -377988.968750 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -377989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -377999.781250 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -377999.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -378009.500000 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -378009.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -378015.781250 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -378015.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -378023.656250 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -378023.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -378029.468750 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -378029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -378035.125000 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -378035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -378037.500000 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -378037.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -378039.406250 Penalty: 2638.611084
	Iteration 23Q: 3 clusters Score -378039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -378040.281250 Penalty: 2638.611084
	Iteration 24Q: 3 clusters Score -378040.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -378042.843750 Penalty: 2638.611084
	Iteration 25Q: 3 clusters Score -378042.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -378045.031250 Penalty: 2638.611084
	Iteration 26Q: 3 clusters Score -378045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -378050.500000 Penalty: 2638.611084
	Iteration 27Q: 3 clusters Score -378050.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -378055.531250 Penalty: 2638.611084
	Iteration 28Q: 3 clusters Score -378055.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -378060.125000 Penalty: 2638.611084
	Iteration 29Q: 3 clusters Score -378060.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -378065.843750 Penalty: 2638.611084
	Iteration 30Q: 3 clusters Score -378065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -378069.812500 Penalty: 2638.611084
	Iteration 31Q: 3 clusters Score -378069.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -378074.718750 Penalty: 2638.611084
	Iteration 32Q: 3 clusters Score -378074.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -378087.093750 Penalty: 2638.611084
	Iteration 33Q: 3 clusters Score -378087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -378094.781250 Penalty: 2638.611084
	Iteration 34Q: 3 clusters Score -378094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -378101.781250 Penalty: 2638.611084
	Iteration 35Q: 3 clusters Score -378101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -378103.656250 Penalty: 2638.611084
	Iteration 36Q: 3 clusters Score -378103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -378104.750000 Penalty: 2638.611084
	Iteration 37Q: 3 clusters Score -378104.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -378105.375000 Penalty: 2638.611084
	Iteration 38Q: 3 clusters Score -378105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -378107.406250 Penalty: 2638.611084
	Iteration 39Q: 3 clusters Score -378107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -378108.812500 Penalty: 2638.611084
	Iteration 40F: 3 clusters Score -378108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -378110.468750 Penalty: 2638.611084
	Iteration 41Q: 3 clusters Score -378110.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -378112.562500 Penalty: 2638.611084
	Iteration 42Q: 3 clusters Score -378112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -378113.156250 Penalty: 2638.611084
	Iteration 43Q: 3 clusters Score -378113.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -378113.156250 Penalty: 2638.611084
	Iteration 44F: 3 clusters Score -378113.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -62563.210938 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -62563.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61608.066406 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -61608.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -61726.546875 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -61726.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61772.601562 Penalty: 1928.840576
	Iteration 2F: 3 clusters Score -61772.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61786.542969 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -61786.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -61792.085938 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -61792.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61792.683594 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -61792.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -61792.683594 Penalty: 1928.840576
	Iteration 6F: 3 clusters Score -61792.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Entering Unmasked Estep 
Score: -1792629.625000 Penalty: 1569.212402
	Iteration 0F: 2 clusters Score -1792630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1781903.875000 Penalty: 3138.424805
	Iteration 0F: 3 clusters Score -1781904 nChanged 6983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1785693.250000 Penalty: 3138.424805
	Iteration 1F: 3 clusters Score -1785693 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1786010.250000 Penalty: 3138.424805
	Iteration 2F: 3 clusters Score -1786010 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -1786327.250000 Penalty: 3138.424805
	Iteration 3F: 3 clusters Score -1786327 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1786611.000000 Penalty: 3138.424805
	Iteration 4Q: 3 clusters Score -1786611 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1786917.000000 Penalty: 3138.424805
	Iteration 5Q: 3 clusters Score -1786917 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1787301.375000 Penalty: 3138.424805
	Iteration 6Q: 3 clusters Score -1787301 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -1787752.125000 Penalty: 3138.424805
	Iteration 7F: 3 clusters Score -1787752 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1788272.750000 Penalty: 3138.424805
	Iteration 8F: 3 clusters Score -1788273 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -1788888.375000 Penalty: 3138.424805
	Iteration 9F: 3 clusters Score -1788888 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1789479.750000 Penalty: 3138.424805
	Iteration 10Q: 3 clusters Score -1789480 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1790022.000000 Penalty: 3138.424805
	Iteration 11Q: 3 clusters Score -1790022 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1790470.750000 Penalty: 3138.424805
	Iteration 12Q: 3 clusters Score -1790471 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1790872.750000 Penalty: 3138.424805
	Iteration 13Q: 3 clusters Score -1790873 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1791190.500000 Penalty: 3138.424805
	Iteration 14Q: 3 clusters Score -1791190 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1791401.750000 Penalty: 3138.424805
	Iteration 15Q: 3 clusters Score -1791402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -1791496.250000 Penalty: 3138.424805
	Iteration 16Q: 3 clusters Score -1791496 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1791542.750000 Penalty: 3138.424805
	Iteration 17Q: 3 clusters Score -1791543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1791570.125000 Penalty: 3138.424805
	Iteration 18Q: 3 clusters Score -1791570 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1791590.625000 Penalty: 3138.424805
	Iteration 19Q: 3 clusters Score -1791591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1791604.250000 Penalty: 3138.424805
	Iteration 20F: 3 clusters Score -1791604 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1791605.500000 Penalty: 3138.424805
	Iteration 21Q: 3 clusters Score -1791606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -1791622.000000 Penalty: 3138.424805
	Iteration 22Q: 3 clusters Score -1791622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -1791628.125000 Penalty: 3138.424805
	Iteration 23Q: 3 clusters Score -1791628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -1791638.125000 Penalty: 3138.424805
	Iteration 24Q: 3 clusters Score -1791638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1791643.375000 Penalty: 3138.424805
	Iteration 25Q: 3 clusters Score -1791643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1791650.750000 Penalty: 3138.424805
	Iteration 26Q: 3 clusters Score -1791651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -1791655.125000 Penalty: 3138.424805
	Iteration 27Q: 3 clusters Score -1791655 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1791659.625000 Penalty: 3138.424805
	Iteration 28Q: 3 clusters Score -1791660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1791661.000000 Penalty: 3138.424805
	Iteration 29Q: 3 clusters Score -1791661 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1791669.875000 Penalty: 3138.424805
	Iteration 30Q: 3 clusters Score -1791670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -1791677.875000 Penalty: 3138.424805
	Iteration 31Q: 3 clusters Score -1791678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -1791688.250000 Penalty: 3138.424805
	Iteration 32Q: 3 clusters Score -1791688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1791691.000000 Penalty: 3138.424805
	Iteration 33Q: 3 clusters Score -1791691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1791693.875000 Penalty: 3138.424805
	Iteration 34Q: 3 clusters Score -1791694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -1791694.375000 Penalty: 3138.424805
	Iteration 35Q: 3 clusters Score -1791694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1791695.000000 Penalty: 3138.424805
	Iteration 36Q: 3 clusters Score -1791695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -1791698.875000 Penalty: 3138.424805
	Iteration 37Q: 3 clusters Score -1791699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1791701.875000 Penalty: 3138.424805
	Iteration 38Q: 3 clusters Score -1791702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1791704.875000 Penalty: 3138.424805
	Iteration 39Q: 3 clusters Score -1791705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -1791704.125000 Penalty: 3138.424805
	Iteration 40F: 3 clusters Score -1791704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -1791706.250000 Penalty: 3138.424805
	Iteration 41Q: 3 clusters Score -1791706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -1791705.625000 Penalty: 3138.424805
	Iteration 42Q: 3 clusters Score -1791706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1791705.625000 Penalty: 3138.424805
	Iteration 43Q: 3 clusters Score -1791706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1791707.125000 Penalty: 3138.424805
	Iteration 44Q: 3 clusters Score -1791707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1791709.000000 Penalty: 3138.424805
	Iteration 45Q: 3 clusters Score -1791709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 14071 members 
Entering Unmasked Estep 
Score: -1791709.000000 Penalty: 3138.424805
	Iteration 46F: 3 clusters Score -1791709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -634635.687500 Penalty: 1415.823486
	Iteration 0F: 2 clusters Score -634635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -629982.562500 Penalty: 2831.646973
	Iteration 0F: 3 clusters Score -629982.6 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -631878.937500 Penalty: 2831.646973
	Iteration 1F: 3 clusters Score -631878.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -632382.937500 Penalty: 2831.646973
	Iteration 2F: 3 clusters Score -632382.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -632764.125000 Penalty: 2831.646973
	Iteration 3F: 3 clusters Score -632764.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -633018.875000 Penalty: 2831.646973
	Iteration 4F: 3 clusters Score -633018.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -633232.437500 Penalty: 2831.646973
	Iteration 5Q: 3 clusters Score -633232.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -633389.875000 Penalty: 2831.646973
	Iteration 6Q: 3 clusters Score -633389.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -633521.312500 Penalty: 2831.646973
	Iteration 7Q: 3 clusters Score -633521.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -633623.750000 Penalty: 2831.646973
	Iteration 8Q: 3 clusters Score -633623.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -633687.937500 Penalty: 2831.646973
	Iteration 9Q: 3 clusters Score -633687.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -633733.125000 Penalty: 2831.646973
	Iteration 10Q: 3 clusters Score -633733.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -633765.812500 Penalty: 2831.646973
	Iteration 11Q: 3 clusters Score -633765.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -633784.500000 Penalty: 2831.646973
	Iteration 12Q: 3 clusters Score -633784.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -633802.812500 Penalty: 2831.646973
	Iteration 13Q: 3 clusters Score -633802.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -633816.687500 Penalty: 2831.646973
	Iteration 14Q: 3 clusters Score -633816.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -633832.062500 Penalty: 2831.646973
	Iteration 15Q: 3 clusters Score -633832.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -633842.562500 Penalty: 2831.646973
	Iteration 16Q: 3 clusters Score -633842.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -633850.125000 Penalty: 2831.646973
	Iteration 17Q: 3 clusters Score -633850.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -633856.875000 Penalty: 2831.646973
	Iteration 18Q: 3 clusters Score -633856.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -633863.312500 Penalty: 2831.646973
	Iteration 19Q: 3 clusters Score -633863.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -633867.250000 Penalty: 2831.646973
	Iteration 20F: 3 clusters Score -633867.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -633871.250000 Penalty: 2831.646973
	Iteration 21Q: 3 clusters Score -633871.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -633873.625000 Penalty: 2831.646973
	Iteration 22Q: 3 clusters Score -633873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -633874.562500 Penalty: 2831.646973
	Iteration 23Q: 3 clusters Score -633874.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -633876.125000 Penalty: 2831.646973
	Iteration 24Q: 3 clusters Score -633876.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -633876.250000 Penalty: 2831.646973
	Iteration 25Q: 3 clusters Score -633876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -633876.312500 Penalty: 2831.646973
	Iteration 26Q: 3 clusters Score -633876.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -633876.875000 Penalty: 2831.646973
	Iteration 27Q: 3 clusters Score -633876.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -633877.687500 Penalty: 2831.646973
	Iteration 28Q: 3 clusters Score -633877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -633878.312500 Penalty: 2831.646973
	Iteration 29Q: 3 clusters Score -633878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -633878.000000 Penalty: 2831.646973
	Iteration 30Q: 3 clusters Score -633878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -633879.875000 Penalty: 2831.646973
	Iteration 31Q: 3 clusters Score -633879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -633879.187500 Penalty: 2831.646973
	Iteration 32Q: 3 clusters Score -633879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -633879.250000 Penalty: 2831.646973
	Iteration 33Q: 3 clusters Score -633879.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -633879.500000 Penalty: 2831.646973
	Iteration 34Q: 3 clusters Score -633879.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -633879.750000 Penalty: 2831.646973
	Iteration 35Q: 3 clusters Score -633879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -633879.750000 Penalty: 2831.646973
	Iteration 36F: 3 clusters Score -633879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Entering Unmasked Estep 
Score: -5099534.000000 Penalty: 1736.351562
	Iteration 0F: 2 clusters Score -5099534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -5070330.000000 Penalty: 3472.703125
	Iteration 0F: 3 clusters Score -5070330 nChanged 20380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -5082323.500000 Penalty: 3472.703125
	Iteration 1F: 3 clusters Score -5082324 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -5083210.500000 Penalty: 3472.703125
	Iteration 2Q: 3 clusters Score -5083210 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -5084410.500000 Penalty: 3472.703125
	Iteration 3F: 3 clusters Score -5084410 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -5086006.500000 Penalty: 3472.703125
	Iteration 4F: 3 clusters Score -5086006 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -5087877.500000 Penalty: 3472.703125
	Iteration 5F: 3 clusters Score -5087878 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -5089954.500000 Penalty: 3472.703125
	Iteration 6F: 3 clusters Score -5089954 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -5091940.500000 Penalty: 3472.703125
	Iteration 7F: 3 clusters Score -5091940 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -5093156.000000 Penalty: 3472.703125
	Iteration 8F: 3 clusters Score -5093156 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -5093781.000000 Penalty: 3472.703125
	Iteration 9Q: 3 clusters Score -5093781 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -5094191.500000 Penalty: 3472.703125
	Iteration 10Q: 3 clusters Score -5094192 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -5094448.500000 Penalty: 3472.703125
	Iteration 11Q: 3 clusters Score -5094448 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -5094641.000000 Penalty: 3472.703125
	Iteration 12Q: 3 clusters Score -5094641 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5094789.000000 Penalty: 3472.703125
	Iteration 13Q: 3 clusters Score -5094789 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -5094878.500000 Penalty: 3472.703125
	Iteration 14Q: 3 clusters Score -5094878 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -5094940.000000 Penalty: 3472.703125
	Iteration 15Q: 3 clusters Score -5094940 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -5095001.000000 Penalty: 3472.703125
	Iteration 16Q: 3 clusters Score -5095001 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5095026.500000 Penalty: 3472.703125
	Iteration 17Q: 3 clusters Score -5095026 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -5095073.500000 Penalty: 3472.703125
	Iteration 18Q: 3 clusters Score -5095074 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -5095116.000000 Penalty: 3472.703125
	Iteration 19Q: 3 clusters Score -5095116 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5095143.500000 Penalty: 3472.703125
	Iteration 20F: 3 clusters Score -5095144 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -5095187.000000 Penalty: 3472.703125
	Iteration 21Q: 3 clusters Score -5095187 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -5095182.500000 Penalty: 3472.703125
	Iteration 22Q: 3 clusters Score -5095182 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20183 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5095213.000000 Penalty: 3472.703125
	Iteration 23Q: 3 clusters Score -5095213 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -5095245.000000 Penalty: 3472.703125
	Iteration 24Q: 3 clusters Score -5095245 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -5095261.000000 Penalty: 3472.703125
	Iteration 25Q: 3 clusters Score -5095261 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -5095252.000000 Penalty: 3472.703125
	Iteration 26Q: 3 clusters Score -5095252 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5095267.500000 Penalty: 3472.703125
	Iteration 27Q: 3 clusters Score -5095268 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -5095275.000000 Penalty: 3472.703125
	Iteration 28Q: 3 clusters Score -5095275 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -5095292.000000 Penalty: 3472.703125
	Iteration 29Q: 3 clusters Score -5095292 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -5095305.000000 Penalty: 3472.703125
	Iteration 30Q: 3 clusters Score -5095305 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5095311.500000 Penalty: 3472.703125
	Iteration 31Q: 3 clusters Score -5095312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -5095313.000000 Penalty: 3472.703125
	Iteration 32Q: 3 clusters Score -5095313 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 24311 members 
Entering Unmasked Estep 
Score: -5095300.500000 Penalty: 3472.703125
	Iteration 33Q: 3 clusters Score -5095300 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -5095300.500000 Penalty: 3472.703125
	Iteration 34Q: 3 clusters Score -5095300 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -5095306.500000 Penalty: 3472.703125
	Iteration 35Q: 3 clusters Score -5095306 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5095311.000000 Penalty: 3472.703125
	Iteration 36Q: 3 clusters Score -5095311 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -5095327.000000 Penalty: 3472.703125
	Iteration 37Q: 3 clusters Score -5095327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -5095329.000000 Penalty: 3472.703125
	Iteration 38Q: 3 clusters Score -5095329 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -5095327.500000 Penalty: 3472.703125
	Iteration 39Q: 3 clusters Score -5095328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5095320.500000 Penalty: 3472.703125
	Iteration 40F: 3 clusters Score -5095320 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 24725 members 
Entering Unmasked Estep 
Score: -5095312.500000 Penalty: 3472.703125
	Iteration 41Q: 3 clusters Score -5095312 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -5095320.500000 Penalty: 3472.703125
	Iteration 42Q: 3 clusters Score -5095320 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5095323.000000 Penalty: 3472.703125
	Iteration 43Q: 3 clusters Score -5095323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -5095335.500000 Penalty: 3472.703125
	Iteration 44Q: 3 clusters Score -5095336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5095338.500000 Penalty: 3472.703125
	Iteration 45Q: 3 clusters Score -5095338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5095344.500000 Penalty: 3472.703125
	Iteration 46Q: 3 clusters Score -5095344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -5095333.500000 Penalty: 3472.703125
	Iteration 47Q: 3 clusters Score -5095334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -5095333.500000 Penalty: 3472.703125
	Iteration 48Q: 3 clusters Score -5095334 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -5095338.000000 Penalty: 3472.703125
	Iteration 49Q: 3 clusters Score -5095338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -5095347.500000 Penalty: 3472.703125
	Iteration 50Q: 3 clusters Score -5095348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -5095347.000000 Penalty: 3472.703125
	Iteration 51Q: 3 clusters Score -5095347 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5095350.000000 Penalty: 3472.703125
	Iteration 52Q: 3 clusters Score -5095350 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -5095361.000000 Penalty: 3472.703125
	Iteration 53Q: 3 clusters Score -5095361 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -5095361.000000 Penalty: 3472.703125
	Iteration 54Q: 3 clusters Score -5095361 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -5095365.000000 Penalty: 3472.703125
	Iteration 55Q: 3 clusters Score -5095365 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -5095364.000000 Penalty: 3472.703125
	Iteration 56Q: 3 clusters Score -5095364 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -5095374.500000 Penalty: 3472.703125
	Iteration 57Q: 3 clusters Score -5095374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -5095386.500000 Penalty: 3472.703125
	Iteration 58Q: 3 clusters Score -5095386 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -5095371.000000 Penalty: 3472.703125
	Iteration 59Q: 3 clusters Score -5095371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -5095391.000000 Penalty: 3472.703125
	Iteration 60F: 3 clusters Score -5095391 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -5095406.000000 Penalty: 3472.703125
	Iteration 61Q: 3 clusters Score -5095406 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -5095426.500000 Penalty: 3472.703125
	Iteration 62Q: 3 clusters Score -5095426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -5095424.000000 Penalty: 3472.703125
	Iteration 63Q: 3 clusters Score -5095424 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5095432.500000 Penalty: 3472.703125
	Iteration 64Q: 3 clusters Score -5095432 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5095435.500000 Penalty: 3472.703125
	Iteration 65Q: 3 clusters Score -5095436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -5095461.500000 Penalty: 3472.703125
	Iteration 66Q: 3 clusters Score -5095462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -5095475.000000 Penalty: 3472.703125
	Iteration 67Q: 3 clusters Score -5095475 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -5095477.500000 Penalty: 3472.703125
	Iteration 68Q: 3 clusters Score -5095478 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -5095495.000000 Penalty: 3472.703125
	Iteration 69Q: 3 clusters Score -5095495 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5095525.500000 Penalty: 3472.703125
	Iteration 70Q: 3 clusters Score -5095526 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 27292 members 
Entering Unmasked Estep 
Score: -5095534.000000 Penalty: 3472.703125
	Iteration 71Q: 3 clusters Score -5095534 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5095536.000000 Penalty: 3472.703125
	Iteration 72Q: 3 clusters Score -5095536 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5095542.000000 Penalty: 3472.703125
	Iteration 73Q: 3 clusters Score -5095542 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 27759 members 
Entering Unmasked Estep 
Score: -5095551.500000 Penalty: 3472.703125
	Iteration 74Q: 3 clusters Score -5095552 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -5095571.500000 Penalty: 3472.703125
	Iteration 75Q: 3 clusters Score -5095572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5095611.000000 Penalty: 3472.703125
	Iteration 76Q: 3 clusters Score -5095611 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -5095628.500000 Penalty: 3472.703125
	Iteration 77Q: 3 clusters Score -5095628 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5095640.500000 Penalty: 3472.703125
	Iteration 78Q: 3 clusters Score -5095640 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5095643.500000 Penalty: 3472.703125
	Iteration 79Q: 3 clusters Score -5095644 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5095694.000000 Penalty: 3472.703125
	Iteration 80F: 3 clusters Score -5095694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5095751.500000 Penalty: 3472.703125
	Iteration 81Q: 3 clusters Score -5095752 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5095766.000000 Penalty: 3472.703125
	Iteration 82Q: 3 clusters Score -5095766 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -5095788.000000 Penalty: 3472.703125
	Iteration 83Q: 3 clusters Score -5095788 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 29893 members 
Entering Unmasked Estep 
Score: -5095806.000000 Penalty: 3472.703125
	Iteration 84Q: 3 clusters Score -5095806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -5095845.000000 Penalty: 3472.703125
	Iteration 85Q: 3 clusters Score -5095845 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -5095879.500000 Penalty: 3472.703125
	Iteration 86Q: 3 clusters Score -5095880 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -5095906.500000 Penalty: 3472.703125
	Iteration 87Q: 3 clusters Score -5095906 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -5095949.000000 Penalty: 3472.703125
	Iteration 88Q: 3 clusters Score -5095949 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -5095981.500000 Penalty: 3472.703125
	Iteration 89Q: 3 clusters Score -5095982 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -5096006.000000 Penalty: 3472.703125
	Iteration 90Q: 3 clusters Score -5096006 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -5096030.500000 Penalty: 3472.703125
	Iteration 91Q: 3 clusters Score -5096030 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -5096078.000000 Penalty: 3472.703125
	Iteration 92Q: 3 clusters Score -5096078 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -5096129.500000 Penalty: 3472.703125
	Iteration 93Q: 3 clusters Score -5096130 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -5096172.500000 Penalty: 3472.703125
	Iteration 94Q: 3 clusters Score -5096172 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -5096229.000000 Penalty: 3472.703125
	Iteration 95Q: 3 clusters Score -5096229 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -5096302.500000 Penalty: 3472.703125
	Iteration 96Q: 3 clusters Score -5096302 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 33408 members 
Entering Unmasked Estep 
Score: -5096362.000000 Penalty: 3472.703125
	Iteration 97Q: 3 clusters Score -5096362 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -5096452.000000 Penalty: 3472.703125
	Iteration 98Q: 3 clusters Score -5096452 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -5096516.500000 Penalty: 3472.703125
	Iteration 99Q: 3 clusters Score -5096516 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5096591.500000 Penalty: 3472.703125
	Iteration 100F: 3 clusters Score -5096592 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -5096633.500000 Penalty: 3472.703125
	Iteration 101Q: 3 clusters Score -5096634 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -5096732.000000 Penalty: 3472.703125
	Iteration 102Q: 3 clusters Score -5096732 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -5096812.000000 Penalty: 3472.703125
	Iteration 103Q: 3 clusters Score -5096812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -5096908.000000 Penalty: 3472.703125
	Iteration 104Q: 3 clusters Score -5096908 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -5096983.500000 Penalty: 3472.703125
	Iteration 105Q: 3 clusters Score -5096984 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -5097051.000000 Penalty: 3472.703125
	Iteration 106Q: 3 clusters Score -5097051 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -5097133.000000 Penalty: 3472.703125
	Iteration 107Q: 3 clusters Score -5097133 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -5097201.500000 Penalty: 3472.703125
	Iteration 108Q: 3 clusters Score -5097202 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -5097300.000000 Penalty: 3472.703125
	Iteration 109Q: 3 clusters Score -5097300 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5097392.500000 Penalty: 3472.703125
	Iteration 110Q: 3 clusters Score -5097392 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -5097475.500000 Penalty: 3472.703125
	Iteration 111Q: 3 clusters Score -5097476 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -5097588.000000 Penalty: 3472.703125
	Iteration 112Q: 3 clusters Score -5097588 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -5097654.500000 Penalty: 3472.703125
	Iteration 113Q: 3 clusters Score -5097654 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -5097740.000000 Penalty: 3472.703125
	Iteration 114Q: 3 clusters Score -5097740 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -5097800.500000 Penalty: 3472.703125
	Iteration 115Q: 3 clusters Score -5097800 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -5097852.000000 Penalty: 3472.703125
	Iteration 116Q: 3 clusters Score -5097852 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -5097892.000000 Penalty: 3472.703125
	Iteration 117Q: 3 clusters Score -5097892 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -5097956.500000 Penalty: 3472.703125
	Iteration 118Q: 3 clusters Score -5097956 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -5097989.500000 Penalty: 3472.703125
	Iteration 119Q: 3 clusters Score -5097990 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -5098034.000000 Penalty: 3472.703125
	Iteration 120F: 3 clusters Score -5098034 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5098060.000000 Penalty: 3472.703125
	Iteration 121Q: 3 clusters Score -5098060 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -5098101.500000 Penalty: 3472.703125
	Iteration 122Q: 3 clusters Score -5098102 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -5098103.000000 Penalty: 3472.703125
	Iteration 123Q: 3 clusters Score -5098103 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -5098149.500000 Penalty: 3472.703125
	Iteration 124Q: 3 clusters Score -5098150 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 40920 members 
Entering Unmasked Estep 
Score: -5098199.500000 Penalty: 3472.703125
	Iteration 125Q: 3 clusters Score -5098200 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -5098229.000000 Penalty: 3472.703125
	Iteration 126Q: 3 clusters Score -5098229 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5098262.500000 Penalty: 3472.703125
	Iteration 127Q: 3 clusters Score -5098262 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -5098293.000000 Penalty: 3472.703125
	Iteration 128Q: 3 clusters Score -5098293 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -5098316.500000 Penalty: 3472.703125
	Iteration 129Q: 3 clusters Score -5098316 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -5098350.000000 Penalty: 3472.703125
	Iteration 130Q: 3 clusters Score -5098350 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -5098370.500000 Penalty: 3472.703125
	Iteration 131Q: 3 clusters Score -5098370 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -5098391.500000 Penalty: 3472.703125
	Iteration 132Q: 3 clusters Score -5098392 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -5098402.000000 Penalty: 3472.703125
	Iteration 133Q: 3 clusters Score -5098402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -5098424.500000 Penalty: 3472.703125
	Iteration 134Q: 3 clusters Score -5098424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -5098428.500000 Penalty: 3472.703125
	Iteration 135Q: 3 clusters Score -5098428 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5098444.000000 Penalty: 3472.703125
	Iteration 136Q: 3 clusters Score -5098444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
Score: -5098457.500000 Penalty: 3472.703125
	Iteration 137Q: 3 clusters Score -5098458 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5098458.500000 Penalty: 3472.703125
	Iteration 138Q: 3 clusters Score -5098458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -5098476.500000 Penalty: 3472.703125
	Iteration 139Q: 3 clusters Score -5098476 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -5098485.500000 Penalty: 3472.703125
	Iteration 140F: 3 clusters Score -5098486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -5098498.500000 Penalty: 3472.703125
	Iteration 141Q: 3 clusters Score -5098498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 41975 members 
Entering Unmasked Estep 
Score: -5098496.000000 Penalty: 3472.703125
	Iteration 142Q: 3 clusters Score -5098496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -5098498.500000 Penalty: 3472.703125
	Iteration 143Q: 3 clusters Score -5098498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -5098505.500000 Penalty: 3472.703125
	Iteration 144Q: 3 clusters Score -5098506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -5098501.000000 Penalty: 3472.703125
	Iteration 145Q: 3 clusters Score -5098501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5098506.000000 Penalty: 3472.703125
	Iteration 146Q: 3 clusters Score -5098506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -5098512.000000 Penalty: 3472.703125
	Iteration 147Q: 3 clusters Score -5098512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5098510.500000 Penalty: 3472.703125
	Iteration 148Q: 3 clusters Score -5098510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -5098512.500000 Penalty: 3472.703125
	Iteration 149Q: 3 clusters Score -5098512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -5098520.500000 Penalty: 3472.703125
	Iteration 150Q: 3 clusters Score -5098520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5098520.000000 Penalty: 3472.703125
	Iteration 151Q: 3 clusters Score -5098520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -5098523.500000 Penalty: 3472.703125
	Iteration 152Q: 3 clusters Score -5098524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5098520.000000 Penalty: 3472.703125
	Iteration 153Q: 3 clusters Score -5098520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -5098522.000000 Penalty: 3472.703125
	Iteration 154Q: 3 clusters Score -5098522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -5098520.000000 Penalty: 3472.703125
	Iteration 155Q: 3 clusters Score -5098520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -5098521.500000 Penalty: 3472.703125
	Iteration 156Q: 3 clusters Score -5098522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -5098517.500000 Penalty: 3472.703125
	Iteration 157Q: 3 clusters Score -5098518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -5098517.500000 Penalty: 3472.703125
	Iteration 158Q: 3 clusters Score -5098518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -5098519.500000 Penalty: 3472.703125
	Iteration 159Q: 3 clusters Score -5098520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -5098517.500000 Penalty: 3472.703125
	Iteration 160F: 3 clusters Score -5098518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5098516.500000 Penalty: 3472.703125
	Iteration 161Q: 3 clusters Score -5098516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -5098516.500000 Penalty: 3472.703125
	Iteration 162F: 3 clusters Score -5098516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -2394084.750000 Penalty: 1615.306763
	Iteration 0F: 2 clusters Score -2394085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2379842.000000 Penalty: 3230.613525
	Iteration 0F: 3 clusters Score -2379842 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -2385036.500000 Penalty: 3230.613525
	Iteration 1F: 3 clusters Score -2385036 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2385453.000000 Penalty: 3230.613525
	Iteration 2F: 3 clusters Score -2385453 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2385959.000000 Penalty: 3230.613525
	Iteration 3Q: 3 clusters Score -2385959 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -2386636.750000 Penalty: 3230.613525
	Iteration 4F: 3 clusters Score -2386637 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2387501.250000 Penalty: 3230.613525
	Iteration 5F: 3 clusters Score -2387501 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2388433.500000 Penalty: 3230.613525
	Iteration 6F: 3 clusters Score -2388434 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2389312.500000 Penalty: 3230.613525
	Iteration 7F: 3 clusters Score -2389312 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2390080.000000 Penalty: 3230.613525
	Iteration 8F: 3 clusters Score -2390080 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2390663.500000 Penalty: 3230.613525
	Iteration 9Q: 3 clusters Score -2390664 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2391137.250000 Penalty: 3230.613525
	Iteration 10Q: 3 clusters Score -2391137 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2391511.500000 Penalty: 3230.613525
	Iteration 11Q: 3 clusters Score -2391512 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2391850.500000 Penalty: 3230.613525
	Iteration 12Q: 3 clusters Score -2391850 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2392220.750000 Penalty: 3230.613525
	Iteration 13Q: 3 clusters Score -2392221 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2392580.000000 Penalty: 3230.613525
	Iteration 14Q: 3 clusters Score -2392580 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -2392873.750000 Penalty: 3230.613525
	Iteration 15Q: 3 clusters Score -2392874 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2393098.250000 Penalty: 3230.613525
	Iteration 16Q: 3 clusters Score -2393098 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2393188.500000 Penalty: 3230.613525
	Iteration 17Q: 3 clusters Score -2393188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -2393229.250000 Penalty: 3230.613525
	Iteration 18Q: 3 clusters Score -2393229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2393252.500000 Penalty: 3230.613525
	Iteration 19Q: 3 clusters Score -2393252 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2393262.750000 Penalty: 3230.613525
	Iteration 20F: 3 clusters Score -2393263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -2393275.500000 Penalty: 3230.613525
	Iteration 21Q: 3 clusters Score -2393276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2393275.750000 Penalty: 3230.613525
	Iteration 22Q: 3 clusters Score -2393276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2393281.500000 Penalty: 3230.613525
	Iteration 23Q: 3 clusters Score -2393282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2393286.750000 Penalty: 3230.613525
	Iteration 24Q: 3 clusters Score -2393287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -2393290.500000 Penalty: 3230.613525
	Iteration 25Q: 3 clusters Score -2393290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2393289.750000 Penalty: 3230.613525
	Iteration 26Q: 3 clusters Score -2393290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2393291.500000 Penalty: 3230.613525
	Iteration 27Q: 3 clusters Score -2393292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2393290.500000 Penalty: 3230.613525
	Iteration 28Q: 3 clusters Score -2393290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2393291.500000 Penalty: 3230.613525
	Iteration 29Q: 3 clusters Score -2393292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2393293.500000 Penalty: 3230.613525
	Iteration 30Q: 3 clusters Score -2393294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2393291.500000 Penalty: 3230.613525
	Iteration 31Q: 3 clusters Score -2393292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2393292.750000 Penalty: 3230.613525
	Iteration 32Q: 3 clusters Score -2393293 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2393297.500000 Penalty: 3230.613525
	Iteration 33Q: 3 clusters Score -2393298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -2393296.500000 Penalty: 3230.613525
	Iteration 34Q: 3 clusters Score -2393296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -2393297.750000 Penalty: 3230.613525
	Iteration 35Q: 3 clusters Score -2393298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2393297.750000 Penalty: 3230.613525
	Iteration 36Q: 3 clusters Score -2393298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2393297.500000 Penalty: 3230.613525
	Iteration 37Q: 3 clusters Score -2393298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2393298.250000 Penalty: 3230.613525
	Iteration 38Q: 3 clusters Score -2393298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2393298.250000 Penalty: 3230.613525
	Iteration 39F: 3 clusters Score -2393298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -163249.609375 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -163249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -161495.562500 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -161495.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -161809.875000 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -161809.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -161917.796875 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -161917.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -161971.531250 Penalty: 2370.893311
	Iteration 3Q: 3 clusters Score -161971.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -162003.046875 Penalty: 2370.893311
	Iteration 4Q: 3 clusters Score -162003 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -162019.437500 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -162019.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162035.265625 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -162035.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -162046.265625 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -162046.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162054.203125 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -162054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -162057.000000 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -162057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -162061.796875 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -162061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162065.140625 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -162065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162067.859375 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -162067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162070.953125 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -162071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162074.781250 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -162074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -162079.656250 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -162079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -162081.359375 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -162081.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -162082.437500 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -162082.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162083.484375 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -162083.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -162084.718750 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -162084.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -162085.609375 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -162085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -162087.609375 Penalty: 2370.893311
	Iteration 21Q: 3 clusters Score -162087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -162090.171875 Penalty: 2370.893311
	Iteration 22Q: 3 clusters Score -162090.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162093.953125 Penalty: 2370.893311
	Iteration 23Q: 3 clusters Score -162094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162095.921875 Penalty: 2370.893311
	Iteration 24Q: 3 clusters Score -162095.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -162097.500000 Penalty: 2370.893311
	Iteration 25Q: 3 clusters Score -162097.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162097.812500 Penalty: 2370.893311
	Iteration 26Q: 3 clusters Score -162097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -162097.812500 Penalty: 2370.893311
	Iteration 27F: 3 clusters Score -162097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -232524.187500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -232524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -230395.187500 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -230395.2 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -230852.343750 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -230852.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230979.906250 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -230979.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -231097.953125 Penalty: 2481.002441
	Iteration 3F: 3 clusters Score -231098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -231182.234375 Penalty: 2481.002441
	Iteration 4F: 3 clusters Score -231182.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -231242.500000 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -231242.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -231291.156250 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -231291.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -231328.562500 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -231328.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -231353.406250 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -231353.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -231366.593750 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -231366.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -231378.625000 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -231378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -231387.437500 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -231387.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -231392.312500 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -231392.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -231394.484375 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -231394.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -231397.968750 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -231398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -231399.171875 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -231399.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -231401.312500 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -231401.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -231402.718750 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -231402.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -231405.015625 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -231405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -231407.156250 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -231407.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -231408.093750 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -231408.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -231409.828125 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -231409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -231411.859375 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -231411.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -231415.234375 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -231415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -231422.750000 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -231422.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -231431.062500 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -231431.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -231437.984375 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -231438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231440.203125 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -231440.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231442.000000 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -231442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231444.765625 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -231444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231446.859375 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -231446.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -231447.250000 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -231447.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -231447.250000 Penalty: 2481.002441
	Iteration 32F: 3 clusters Score -231447.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -160602.578125 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -160602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -158903.187500 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -158903.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159221.859375 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -159221.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -159309.343750 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -159309.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -159349.718750 Penalty: 2362.172363
	Iteration 3Q: 3 clusters Score -159349.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -159378.593750 Penalty: 2362.172363
	Iteration 4Q: 3 clusters Score -159378.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159400.625000 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -159400.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -159434.171875 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -159434.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -159455.765625 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -159455.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -159471.890625 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -159471.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -159485.968750 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -159486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -159499.062500 Penalty: 2362.172363
	Iteration 10Q: 3 clusters Score -159499.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -159505.453125 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -159505.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -159513.078125 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -159513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -159520.218750 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -159520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -159528.734375 Penalty: 2362.172363
	Iteration 14Q: 3 clusters Score -159528.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -159532.734375 Penalty: 2362.172363
	Iteration 15Q: 3 clusters Score -159532.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -159536.578125 Penalty: 2362.172363
	Iteration 16Q: 3 clusters Score -159536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -159539.078125 Penalty: 2362.172363
	Iteration 17Q: 3 clusters Score -159539.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -159544.406250 Penalty: 2362.172363
	Iteration 18Q: 3 clusters Score -159544.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -159548.265625 Penalty: 2362.172363
	Iteration 19Q: 3 clusters Score -159548.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -159550.296875 Penalty: 2362.172363
	Iteration 20F: 3 clusters Score -159550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -159551.281250 Penalty: 2362.172363
	Iteration 21Q: 3 clusters Score -159551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -159552.843750 Penalty: 2362.172363
	Iteration 22Q: 3 clusters Score -159552.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -159555.328125 Penalty: 2362.172363
	Iteration 23Q: 3 clusters Score -159555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -159555.765625 Penalty: 2362.172363
	Iteration 24Q: 3 clusters Score -159555.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -159555.765625 Penalty: 2362.172363
	Iteration 25F: 3 clusters Score -159555.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -170920.296875 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -170920.3 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 771 members 
Entering Unmasked Estep 
Score: -169135.687500 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -169135.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -169497.812500 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -169497.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -169624.593750 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -169624.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -169713.937500 Penalty: 2399.392578
	Iteration 3F: 3 clusters Score -169713.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -169826.406250 Penalty: 2399.392578
	Iteration 4F: 3 clusters Score -169826.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -169908.671875 Penalty: 2399.392578
	Iteration 5Q: 3 clusters Score -169908.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -169971.312500 Penalty: 2399.392578
	Iteration 6Q: 3 clusters Score -169971.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -170047.250000 Penalty: 2399.392578
	Iteration 7Q: 3 clusters Score -170047.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -170170.296875 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -170170.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -170306.125000 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -170306.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -170508.781250 Penalty: 2399.392578
	Iteration 10F: 3 clusters Score -170508.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -170732.015625 Penalty: 2399.392578
	Iteration 11F: 3 clusters Score -170732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -170844.078125 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -170844.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -170894.625000 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -170894.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -170914.812500 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -170914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170920.578125 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -170920.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170922.718750 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -170922.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170924.906250 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -170924.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -170926.140625 Penalty: 2399.392578
	Iteration 18Q: 3 clusters Score -170926.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -170926.562500 Penalty: 2399.392578
	Iteration 19Q: 3 clusters Score -170926.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -170927.203125 Penalty: 2399.392578
	Iteration 20F: 3 clusters Score -170927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -170927.875000 Penalty: 2399.392578
	Iteration 21Q: 3 clusters Score -170927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -170927.875000 Penalty: 2399.392578
	Iteration 22F: 3 clusters Score -170927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 652 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88701 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 178 members 
Mstep: Class 48 contains 956 members 
Entering Unmasked Estep 
Score: -40148584.000000 Penalty: 99827.601562
Splitting cluster 24 changes total score from -40149412.000000 to -40148584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -315542.500000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -315542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -312941.687500 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -312941.7 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -313569.031250 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -313569 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -313700.343750 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -313700.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -313781.281250 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -313781.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -313819.312500 Penalty: 2580.458252
	Iteration 4Q: 3 clusters Score -313819.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -313842.156250 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -313842.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -313856.937500 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -313856.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -313870.500000 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -313870.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -313884.625000 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -313884.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -313895.250000 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -313895.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -313901.843750 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -313901.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -313912.906250 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -313912.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -313920.718750 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -313920.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -313923.750000 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -313923.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -313925.718750 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -313925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -313926.031250 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -313926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -313928.781250 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -313928.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -313931.187500 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -313931.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -313933.562500 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -313933.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -313936.281250 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -313936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -313939.062500 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -313939.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -313942.781250 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -313942.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -313947.218750 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -313947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -313950.781250 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -313950.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -313952.562500 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -313952.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -313954.375000 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -313954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -313955.468750 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -313955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313955.718750 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -313955.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -313956.312500 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -313956.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -313958.531250 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -313958.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -313961.281250 Penalty: 2580.458252
	Iteration 30Q: 3 clusters Score -313961.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -313963.187500 Penalty: 2580.458252
	Iteration 31Q: 3 clusters Score -313963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -313964.156250 Penalty: 2580.458252
	Iteration 32Q: 3 clusters Score -313964.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -313964.312500 Penalty: 2580.458252
	Iteration 33Q: 3 clusters Score -313964.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -313965.250000 Penalty: 2580.458252
	Iteration 34Q: 3 clusters Score -313965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -313966.656250 Penalty: 2580.458252
	Iteration 35Q: 3 clusters Score -313966.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -313970.218750 Penalty: 2580.458252
	Iteration 36Q: 3 clusters Score -313970.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -313973.968750 Penalty: 2580.458252
	Iteration 37Q: 3 clusters Score -313974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -313976.656250 Penalty: 2580.458252
	Iteration 38Q: 3 clusters Score -313976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -313978.312500 Penalty: 2580.458252
	Iteration 39Q: 3 clusters Score -313978.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -313979.468750 Penalty: 2580.458252
	Iteration 40F: 3 clusters Score -313979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -313981.031250 Penalty: 2580.458252
	Iteration 41Q: 3 clusters Score -313981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -313981.250000 Penalty: 2580.458252
	Iteration 42Q: 3 clusters Score -313981.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -313981.250000 Penalty: 2580.458252
	Iteration 43F: 3 clusters Score -313981.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -553650.312500 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -553650.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -549715.000000 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -549715 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -550723.875000 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -550723.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -550926.125000 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -550926.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -551093.562500 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -551093.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -551239.562500 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -551239.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -551392.562500 Penalty: 2763.307617
	Iteration 5Q: 3 clusters Score -551392.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -551600.000000 Penalty: 2763.307617
	Iteration 6F: 3 clusters Score -551600 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -551833.750000 Penalty: 2763.307617
	Iteration 7F: 3 clusters Score -551833.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -552075.500000 Penalty: 2763.307617
	Iteration 8F: 3 clusters Score -552075.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -552306.687500 Penalty: 2763.307617
	Iteration 9F: 3 clusters Score -552306.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -552513.937500 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -552513.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -552720.375000 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -552720.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -552949.062500 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -552949.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -553128.187500 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -553128.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -553248.062500 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -553248.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -553295.125000 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -553295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -553311.812500 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -553311.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -553317.937500 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -553317.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -553322.625000 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -553322.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -553325.250000 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -553325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -553324.625000 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -553324.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -67790.265625 Penalty: 1085.434937
	Iteration 0F: 2 clusters Score -67790.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66528.539062 Penalty: 2170.869873
	Iteration 0F: 3 clusters Score -66528.54 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -66803.140625 Penalty: 2170.869873
	Iteration 1F: 3 clusters Score -66803.14 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -66892.187500 Penalty: 2170.869873
	Iteration 2F: 3 clusters Score -66892.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -66934.429688 Penalty: 2170.869873
	Iteration 3Q: 3 clusters Score -66934.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66974.453125 Penalty: 2170.869873
	Iteration 4Q: 3 clusters Score -66974.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66995.789062 Penalty: 2170.869873
	Iteration 5Q: 3 clusters Score -66995.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -67013.390625 Penalty: 2170.869873
	Iteration 6Q: 3 clusters Score -67013.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -67047.757812 Penalty: 2170.869873
	Iteration 7Q: 3 clusters Score -67047.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67079.648438 Penalty: 2170.869873
	Iteration 8Q: 3 clusters Score -67079.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67091.648438 Penalty: 2170.869873
	Iteration 9Q: 3 clusters Score -67091.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67096.375000 Penalty: 2170.869873
	Iteration 10Q: 3 clusters Score -67096.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -67097.828125 Penalty: 2170.869873
	Iteration 11Q: 3 clusters Score -67097.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67098.250000 Penalty: 2170.869873
	Iteration 12Q: 3 clusters Score -67098.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -67098.250000 Penalty: 2170.869873
	Iteration 13F: 3 clusters Score -67098.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Entering Unmasked Estep 
Score: -1955336.875000 Penalty: 1584.893066
	Iteration 0F: 2 clusters Score -1955337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1943413.250000 Penalty: 3169.786133
	Iteration 0F: 3 clusters Score -1943413 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1947880.250000 Penalty: 3169.786133
	Iteration 1F: 3 clusters Score -1947880 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1948500.750000 Penalty: 3169.786133
	Iteration 2F: 3 clusters Score -1948501 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1949261.750000 Penalty: 3169.786133
	Iteration 3F: 3 clusters Score -1949262 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1950163.000000 Penalty: 3169.786133
	Iteration 4F: 3 clusters Score -1950163 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1951109.750000 Penalty: 3169.786133
	Iteration 5F: 3 clusters Score -1951110 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1951954.625000 Penalty: 3169.786133
	Iteration 6F: 3 clusters Score -1951955 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1952512.625000 Penalty: 3169.786133
	Iteration 7Q: 3 clusters Score -1952513 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -1952884.375000 Penalty: 3169.786133
	Iteration 8Q: 3 clusters Score -1952884 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -1953145.125000 Penalty: 3169.786133
	Iteration 9Q: 3 clusters Score -1953145 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1953368.250000 Penalty: 3169.786133
	Iteration 10Q: 3 clusters Score -1953368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1953570.125000 Penalty: 3169.786133
	Iteration 11Q: 3 clusters Score -1953570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1953774.000000 Penalty: 3169.786133
	Iteration 12Q: 3 clusters Score -1953774 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -1953947.000000 Penalty: 3169.786133
	Iteration 13Q: 3 clusters Score -1953947 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -1954043.000000 Penalty: 3169.786133
	Iteration 14Q: 3 clusters Score -1954043 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1954116.750000 Penalty: 3169.786133
	Iteration 15Q: 3 clusters Score -1954117 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -1954162.250000 Penalty: 3169.786133
	Iteration 16Q: 3 clusters Score -1954162 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -1954195.375000 Penalty: 3169.786133
	Iteration 17Q: 3 clusters Score -1954195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1954217.125000 Penalty: 3169.786133
	Iteration 18Q: 3 clusters Score -1954217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1954238.250000 Penalty: 3169.786133
	Iteration 19Q: 3 clusters Score -1954238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1954255.125000 Penalty: 3169.786133
	Iteration 20F: 3 clusters Score -1954255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -1954275.750000 Penalty: 3169.786133
	Iteration 21Q: 3 clusters Score -1954276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -1954296.125000 Penalty: 3169.786133
	Iteration 22Q: 3 clusters Score -1954296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -1954325.375000 Penalty: 3169.786133
	Iteration 23Q: 3 clusters Score -1954325 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1954365.000000 Penalty: 3169.786133
	Iteration 24Q: 3 clusters Score -1954365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1954409.250000 Penalty: 3169.786133
	Iteration 25Q: 3 clusters Score -1954409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -1954448.250000 Penalty: 3169.786133
	Iteration 26Q: 3 clusters Score -1954448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1954481.250000 Penalty: 3169.786133
	Iteration 27Q: 3 clusters Score -1954481 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1954506.500000 Penalty: 3169.786133
	Iteration 28Q: 3 clusters Score -1954506 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -1954525.750000 Penalty: 3169.786133
	Iteration 29Q: 3 clusters Score -1954526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -1954543.625000 Penalty: 3169.786133
	Iteration 30Q: 3 clusters Score -1954544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1954567.000000 Penalty: 3169.786133
	Iteration 31Q: 3 clusters Score -1954567 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -1954577.750000 Penalty: 3169.786133
	Iteration 32Q: 3 clusters Score -1954578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1954592.375000 Penalty: 3169.786133
	Iteration 33Q: 3 clusters Score -1954592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1954607.500000 Penalty: 3169.786133
	Iteration 34Q: 3 clusters Score -1954608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -1954615.750000 Penalty: 3169.786133
	Iteration 35Q: 3 clusters Score -1954616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -1954621.250000 Penalty: 3169.786133
	Iteration 36Q: 3 clusters Score -1954621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -1954623.125000 Penalty: 3169.786133
	Iteration 37Q: 3 clusters Score -1954623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1954626.875000 Penalty: 3169.786133
	Iteration 38Q: 3 clusters Score -1954627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -1954629.875000 Penalty: 3169.786133
	Iteration 39Q: 3 clusters Score -1954630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -1954628.625000 Penalty: 3169.786133
	Iteration 40F: 3 clusters Score -1954629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -1954630.375000 Penalty: 3169.786133
	Iteration 41Q: 3 clusters Score -1954630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -1954632.875000 Penalty: 3169.786133
	Iteration 42Q: 3 clusters Score -1954633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -1954634.375000 Penalty: 3169.786133
	Iteration 43Q: 3 clusters Score -1954634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1954633.625000 Penalty: 3169.786133
	Iteration 44Q: 3 clusters Score -1954634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1954636.750000 Penalty: 3169.786133
	Iteration 45Q: 3 clusters Score -1954637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1954634.375000 Penalty: 3169.786133
	Iteration 46Q: 3 clusters Score -1954634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1954632.625000 Penalty: 3169.786133
	Iteration 47Q: 3 clusters Score -1954633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -1954632.625000 Penalty: 3169.786133
	Iteration 48F: 3 clusters Score -1954633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -162519.656250 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -162519.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -160795.093750 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -160795.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -161186.390625 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -161186.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -161318.031250 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -161318 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -161429.421875 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -161429.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -161530.734375 Penalty: 2373.311279
	Iteration 4F: 3 clusters Score -161530.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -161607.687500 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -161607.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -161680.156250 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -161680.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -161767.812500 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -161767.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -161828.218750 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -161828.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -161863.359375 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -161863.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -161898.093750 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -161898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -161907.640625 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -161907.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -161911.703125 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -161911.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -161918.906250 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -161918.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161924.859375 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -161924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -161927.437500 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -161927.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161928.640625 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -161928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161930.890625 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -161930.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -161931.390625 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -161931.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161932.109375 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -161932.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -161933.640625 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -161933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -161935.906250 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -161935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -161939.593750 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -161939.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161943.156250 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -161943.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161944.875000 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -161944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -161944.875000 Penalty: 2373.311279
	Iteration 25F: 3 clusters Score -161944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -229768.218750 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -229768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -227631.484375 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -227631.5 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -228079.625000 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -228079.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228193.625000 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -228193.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -228275.031250 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -228275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -228317.187500 Penalty: 2481.159668
	Iteration 4Q: 3 clusters Score -228317.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -228348.203125 Penalty: 2481.159668
	Iteration 5Q: 3 clusters Score -228348.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -228370.031250 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -228370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -228383.234375 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -228383.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -228395.984375 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -228396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -228407.796875 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -228407.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -228429.531250 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -228429.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -228469.031250 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -228469 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -228517.421875 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -228517.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -228569.125000 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -228569.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -228634.218750 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -228634.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -228707.187500 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -228707.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -228802.828125 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -228802.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -228886.000000 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -228886 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -228950.109375 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -228950.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229002.671875 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -229002.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -229046.703125 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -229046.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -229078.625000 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -229078.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -229094.375000 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -229094.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -229107.765625 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -229107.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -229118.328125 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -229118.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -229126.187500 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -229126.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -229132.421875 Penalty: 2481.159668
	Iteration 26Q: 3 clusters Score -229132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -229139.171875 Penalty: 2481.159668
	Iteration 27Q: 3 clusters Score -229139.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -229144.375000 Penalty: 2481.159668
	Iteration 28Q: 3 clusters Score -229144.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -229149.625000 Penalty: 2481.159668
	Iteration 29Q: 3 clusters Score -229149.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -229155.734375 Penalty: 2481.159668
	Iteration 30Q: 3 clusters Score -229155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -229160.359375 Penalty: 2481.159668
	Iteration 31Q: 3 clusters Score -229160.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -229165.703125 Penalty: 2481.159668
	Iteration 32Q: 3 clusters Score -229165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -229168.203125 Penalty: 2481.159668
	Iteration 33Q: 3 clusters Score -229168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -229169.109375 Penalty: 2481.159668
	Iteration 34Q: 3 clusters Score -229169.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -229170.281250 Penalty: 2481.159668
	Iteration 35Q: 3 clusters Score -229170.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -229170.968750 Penalty: 2481.159668
	Iteration 36Q: 3 clusters Score -229171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -229171.421875 Penalty: 2481.159668
	Iteration 37Q: 3 clusters Score -229171.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -229171.593750 Penalty: 2481.159668
	Iteration 38Q: 3 clusters Score -229171.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -229172.109375 Penalty: 2481.159668
	Iteration 39Q: 3 clusters Score -229172.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -229172.109375 Penalty: 2481.159668
	Iteration 40F: 3 clusters Score -229172.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Entering Unmasked Estep 
Score: -3039441.250000 Penalty: 1654.136108
	Iteration 0F: 2 clusters Score -3039441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -3021799.250000 Penalty: 3308.272217
	Iteration 0F: 3 clusters Score -3021799 nChanged 11966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -3028604.000000 Penalty: 3308.272217
	Iteration 1F: 3 clusters Score -3028604 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -3029284.000000 Penalty: 3308.272217
	Iteration 2F: 3 clusters Score -3029284 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3030100.500000 Penalty: 3308.272217
	Iteration 3F: 3 clusters Score -3030100 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3030966.500000 Penalty: 3308.272217
	Iteration 4F: 3 clusters Score -3030966 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -3031729.500000 Penalty: 3308.272217
	Iteration 5F: 3 clusters Score -3031730 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -3032488.250000 Penalty: 3308.272217
	Iteration 6F: 3 clusters Score -3032488 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -3033372.250000 Penalty: 3308.272217
	Iteration 7F: 3 clusters Score -3033372 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -3034394.750000 Penalty: 3308.272217
	Iteration 8F: 3 clusters Score -3034395 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3035452.250000 Penalty: 3308.272217
	Iteration 9F: 3 clusters Score -3035452 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -3036416.500000 Penalty: 3308.272217
	Iteration 10Q: 3 clusters Score -3036416 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -3037111.500000 Penalty: 3308.272217
	Iteration 11Q: 3 clusters Score -3037112 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -3037585.750000 Penalty: 3308.272217
	Iteration 12Q: 3 clusters Score -3037586 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -3037848.750000 Penalty: 3308.272217
	Iteration 13Q: 3 clusters Score -3037849 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -3037999.500000 Penalty: 3308.272217
	Iteration 14Q: 3 clusters Score -3038000 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -3038097.000000 Penalty: 3308.272217
	Iteration 15Q: 3 clusters Score -3038097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3038134.250000 Penalty: 3308.272217
	Iteration 16Q: 3 clusters Score -3038134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -3038150.250000 Penalty: 3308.272217
	Iteration 17Q: 3 clusters Score -3038150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -3038164.750000 Penalty: 3308.272217
	Iteration 18Q: 3 clusters Score -3038165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3038170.750000 Penalty: 3308.272217
	Iteration 19Q: 3 clusters Score -3038171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -3038181.750000 Penalty: 3308.272217
	Iteration 20F: 3 clusters Score -3038182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3038188.000000 Penalty: 3308.272217
	Iteration 21Q: 3 clusters Score -3038188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -3038190.750000 Penalty: 3308.272217
	Iteration 22Q: 3 clusters Score -3038191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3038190.750000 Penalty: 3308.272217
	Iteration 23Q: 3 clusters Score -3038191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3038190.750000 Penalty: 3308.272217
	Iteration 24F: 3 clusters Score -3038191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -161551.218750 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -161551.2 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 816 members 
Entering Unmasked Estep 
Score: -159690.625000 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -159690.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -160215.765625 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -160215.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160499.078125 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -160499.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160701.828125 Penalty: 2401.407471
	Iteration 3F: 3 clusters Score -160701.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -160812.656250 Penalty: 2401.407471
	Iteration 4F: 3 clusters Score -160812.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -160901.234375 Penalty: 2401.407471
	Iteration 5Q: 3 clusters Score -160901.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -160979.828125 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -160979.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -161048.562500 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -161048.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161088.406250 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -161088.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161116.328125 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -161116.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -161169.046875 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -161169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -161198.453125 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -161198.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -161219.890625 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -161219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -161232.312500 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -161232.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -161249.656250 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -161249.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -161261.468750 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -161261.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -161269.421875 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -161269.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161272.906250 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -161272.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161275.453125 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -161275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -161278.515625 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -161278.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -161285.015625 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -161285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161290.156250 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -161290.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -161297.171875 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -161297.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -161304.125000 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -161304.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -161307.328125 Penalty: 2401.407471
	Iteration 24Q: 3 clusters Score -161307.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -161309.687500 Penalty: 2401.407471
	Iteration 25Q: 3 clusters Score -161309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -161312.187500 Penalty: 2401.407471
	Iteration 26Q: 3 clusters Score -161312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -161315.062500 Penalty: 2401.407471
	Iteration 27Q: 3 clusters Score -161315.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -161317.265625 Penalty: 2401.407471
	Iteration 28Q: 3 clusters Score -161317.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -161319.890625 Penalty: 2401.407471
	Iteration 29Q: 3 clusters Score -161319.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161322.578125 Penalty: 2401.407471
	Iteration 30Q: 3 clusters Score -161322.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -161325.390625 Penalty: 2401.407471
	Iteration 31Q: 3 clusters Score -161325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -161325.984375 Penalty: 2401.407471
	Iteration 32Q: 3 clusters Score -161326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -161325.984375 Penalty: 2401.407471
	Iteration 33F: 3 clusters Score -161326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -720364.250000 Penalty: 1417.233887
	Iteration 0F: 2 clusters Score -720364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -715686.250000 Penalty: 2834.467773
	Iteration 0F: 3 clusters Score -715686.2 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -717087.937500 Penalty: 2834.467773
	Iteration 1F: 3 clusters Score -717087.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -717359.000000 Penalty: 2834.467773
	Iteration 2F: 3 clusters Score -717359 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -717558.125000 Penalty: 2834.467773
	Iteration 3F: 3 clusters Score -717558.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -717743.937500 Penalty: 2834.467773
	Iteration 4F: 3 clusters Score -717743.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -717945.687500 Penalty: 2834.467773
	Iteration 5F: 3 clusters Score -717945.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -718130.500000 Penalty: 2834.467773
	Iteration 6Q: 3 clusters Score -718130.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -718321.875000 Penalty: 2834.467773
	Iteration 7Q: 3 clusters Score -718321.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -718503.437500 Penalty: 2834.467773
	Iteration 8Q: 3 clusters Score -718503.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -718646.812500 Penalty: 2834.467773
	Iteration 9Q: 3 clusters Score -718646.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -718774.125000 Penalty: 2834.467773
	Iteration 10Q: 3 clusters Score -718774.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -718882.312500 Penalty: 2834.467773
	Iteration 11Q: 3 clusters Score -718882.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -718971.250000 Penalty: 2834.467773
	Iteration 12Q: 3 clusters Score -718971.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -719023.125000 Penalty: 2834.467773
	Iteration 13Q: 3 clusters Score -719023.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -719060.562500 Penalty: 2834.467773
	Iteration 14Q: 3 clusters Score -719060.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -719089.437500 Penalty: 2834.467773
	Iteration 15Q: 3 clusters Score -719089.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -719109.000000 Penalty: 2834.467773
	Iteration 16Q: 3 clusters Score -719109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -719127.875000 Penalty: 2834.467773
	Iteration 17Q: 3 clusters Score -719127.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -719148.562500 Penalty: 2834.467773
	Iteration 18Q: 3 clusters Score -719148.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -719160.937500 Penalty: 2834.467773
	Iteration 19Q: 3 clusters Score -719160.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -719173.875000 Penalty: 2834.467773
	Iteration 20F: 3 clusters Score -719173.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -719180.750000 Penalty: 2834.467773
	Iteration 21Q: 3 clusters Score -719180.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -719187.250000 Penalty: 2834.467773
	Iteration 22Q: 3 clusters Score -719187.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -719193.625000 Penalty: 2834.467773
	Iteration 23Q: 3 clusters Score -719193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -719198.062500 Penalty: 2834.467773
	Iteration 24Q: 3 clusters Score -719198.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -719198.375000 Penalty: 2834.467773
	Iteration 25Q: 3 clusters Score -719198.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -719203.937500 Penalty: 2834.467773
	Iteration 26Q: 3 clusters Score -719203.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -719205.750000 Penalty: 2834.467773
	Iteration 27Q: 3 clusters Score -719205.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -719208.562500 Penalty: 2834.467773
	Iteration 28Q: 3 clusters Score -719208.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -719210.937500 Penalty: 2834.467773
	Iteration 29Q: 3 clusters Score -719210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -719211.500000 Penalty: 2834.467773
	Iteration 30Q: 3 clusters Score -719211.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -719212.812500 Penalty: 2834.467773
	Iteration 31Q: 3 clusters Score -719212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -719213.812500 Penalty: 2834.467773
	Iteration 32Q: 3 clusters Score -719213.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -719214.687500 Penalty: 2834.467773
	Iteration 33Q: 3 clusters Score -719214.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -719213.562500 Penalty: 2834.467773
	Iteration 34Q: 3 clusters Score -719213.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -719215.000000 Penalty: 2834.467773
	Iteration 35Q: 3 clusters Score -719215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -719215.125000 Penalty: 2834.467773
	Iteration 36Q: 3 clusters Score -719215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -719216.062500 Penalty: 2834.467773
	Iteration 37Q: 3 clusters Score -719216.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -719216.062500 Penalty: 2834.467773
	Iteration 38F: 3 clusters Score -719216.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -72732.750000 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -72732.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71497.921875 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -71497.92 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71750.843750 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -71750.84 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71813.445312 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -71813.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -71842.992188 Penalty: 2152.821289
	Iteration 3Q: 3 clusters Score -71842.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71854.328125 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -71854.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71867.718750 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -71867.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71876.867188 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -71876.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71882.304688 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -71882.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71885.148438 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -71885.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71887.476562 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -71887.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71888.156250 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -71888.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71889.312500 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -71889.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71889.312500 Penalty: 2152.821289
	Iteration 12F: 3 clusters Score -71889.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -762332.750000 Penalty: 1429.085205
	Iteration 0F: 2 clusters Score -762332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -757374.000000 Penalty: 2858.170410
	Iteration 0F: 3 clusters Score -757374 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -758723.875000 Penalty: 2858.170410
	Iteration 1F: 3 clusters Score -758723.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -758922.187500 Penalty: 2858.170410
	Iteration 2F: 3 clusters Score -758922.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -759081.625000 Penalty: 2858.170410
	Iteration 3F: 3 clusters Score -759081.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -759239.125000 Penalty: 2858.170410
	Iteration 4Q: 3 clusters Score -759239.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -759380.000000 Penalty: 2858.170410
	Iteration 5Q: 3 clusters Score -759380 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -759516.062500 Penalty: 2858.170410
	Iteration 6Q: 3 clusters Score -759516.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -759624.750000 Penalty: 2858.170410
	Iteration 7Q: 3 clusters Score -759624.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -759728.500000 Penalty: 2858.170410
	Iteration 8Q: 3 clusters Score -759728.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -759845.562500 Penalty: 2858.170410
	Iteration 9Q: 3 clusters Score -759845.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -759976.875000 Penalty: 2858.170410
	Iteration 10Q: 3 clusters Score -759976.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -760079.125000 Penalty: 2858.170410
	Iteration 11Q: 3 clusters Score -760079.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -760183.312500 Penalty: 2858.170410
	Iteration 12Q: 3 clusters Score -760183.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -760317.562500 Penalty: 2858.170410
	Iteration 13Q: 3 clusters Score -760317.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -760465.937500 Penalty: 2858.170410
	Iteration 14Q: 3 clusters Score -760465.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -760588.187500 Penalty: 2858.170410
	Iteration 15Q: 3 clusters Score -760588.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -760686.625000 Penalty: 2858.170410
	Iteration 16Q: 3 clusters Score -760686.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -760772.437500 Penalty: 2858.170410
	Iteration 17Q: 3 clusters Score -760772.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -760840.937500 Penalty: 2858.170410
	Iteration 18Q: 3 clusters Score -760840.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -760909.437500 Penalty: 2858.170410
	Iteration 19Q: 3 clusters Score -760909.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -760965.250000 Penalty: 2858.170410
	Iteration 20F: 3 clusters Score -760965.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -761031.937500 Penalty: 2858.170410
	Iteration 21Q: 3 clusters Score -761031.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -761096.187500 Penalty: 2858.170410
	Iteration 22Q: 3 clusters Score -761096.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -761155.562500 Penalty: 2858.170410
	Iteration 23Q: 3 clusters Score -761155.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -761209.437500 Penalty: 2858.170410
	Iteration 24Q: 3 clusters Score -761209.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -761257.625000 Penalty: 2858.170410
	Iteration 25Q: 3 clusters Score -761257.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -761295.250000 Penalty: 2858.170410
	Iteration 26Q: 3 clusters Score -761295.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -761334.500000 Penalty: 2858.170410
	Iteration 27Q: 3 clusters Score -761334.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -761366.375000 Penalty: 2858.170410
	Iteration 28Q: 3 clusters Score -761366.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -761396.250000 Penalty: 2858.170410
	Iteration 29Q: 3 clusters Score -761396.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -761417.250000 Penalty: 2858.170410
	Iteration 30Q: 3 clusters Score -761417.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -761440.875000 Penalty: 2858.170410
	Iteration 31Q: 3 clusters Score -761440.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -761466.062500 Penalty: 2858.170410
	Iteration 32Q: 3 clusters Score -761466.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -761497.625000 Penalty: 2858.170410
	Iteration 33Q: 3 clusters Score -761497.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -761530.125000 Penalty: 2858.170410
	Iteration 34Q: 3 clusters Score -761530.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -761554.750000 Penalty: 2858.170410
	Iteration 35Q: 3 clusters Score -761554.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -761580.375000 Penalty: 2858.170410
	Iteration 36Q: 3 clusters Score -761580.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -761599.687500 Penalty: 2858.170410
	Iteration 37Q: 3 clusters Score -761599.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -761616.625000 Penalty: 2858.170410
	Iteration 38Q: 3 clusters Score -761616.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -761637.812500 Penalty: 2858.170410
	Iteration 39Q: 3 clusters Score -761637.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -761664.625000 Penalty: 2858.170410
	Iteration 40F: 3 clusters Score -761664.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -761697.562500 Penalty: 2858.170410
	Iteration 41Q: 3 clusters Score -761697.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -761733.687500 Penalty: 2858.170410
	Iteration 42Q: 3 clusters Score -761733.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -761765.187500 Penalty: 2858.170410
	Iteration 43Q: 3 clusters Score -761765.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -761794.062500 Penalty: 2858.170410
	Iteration 44Q: 3 clusters Score -761794.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -761822.500000 Penalty: 2858.170410
	Iteration 45Q: 3 clusters Score -761822.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -761840.187500 Penalty: 2858.170410
	Iteration 46Q: 3 clusters Score -761840.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -761850.875000 Penalty: 2858.170410
	Iteration 47Q: 3 clusters Score -761850.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -761861.687500 Penalty: 2858.170410
	Iteration 48Q: 3 clusters Score -761861.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -761866.312500 Penalty: 2858.170410
	Iteration 49Q: 3 clusters Score -761866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -761875.812500 Penalty: 2858.170410
	Iteration 50Q: 3 clusters Score -761875.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -761885.687500 Penalty: 2858.170410
	Iteration 51Q: 3 clusters Score -761885.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -761905.562500 Penalty: 2858.170410
	Iteration 52Q: 3 clusters Score -761905.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -761909.625000 Penalty: 2858.170410
	Iteration 53Q: 3 clusters Score -761909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -761912.937500 Penalty: 2858.170410
	Iteration 54Q: 3 clusters Score -761912.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -761914.750000 Penalty: 2858.170410
	Iteration 55Q: 3 clusters Score -761914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -761915.187500 Penalty: 2858.170410
	Iteration 56Q: 3 clusters Score -761915.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -761918.750000 Penalty: 2858.170410
	Iteration 57Q: 3 clusters Score -761918.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -761920.562500 Penalty: 2858.170410
	Iteration 58Q: 3 clusters Score -761920.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -761922.812500 Penalty: 2858.170410
	Iteration 59Q: 3 clusters Score -761922.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -761923.437500 Penalty: 2858.170410
	Iteration 60F: 3 clusters Score -761923.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -761926.812500 Penalty: 2858.170410
	Iteration 61Q: 3 clusters Score -761926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -761929.187500 Penalty: 2858.170410
	Iteration 62Q: 3 clusters Score -761929.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -761933.125000 Penalty: 2858.170410
	Iteration 63Q: 3 clusters Score -761933.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -761933.062500 Penalty: 2858.170410
	Iteration 64Q: 3 clusters Score -761933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -761933.562500 Penalty: 2858.170410
	Iteration 65Q: 3 clusters Score -761933.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -761934.250000 Penalty: 2858.170410
	Iteration 66Q: 3 clusters Score -761934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -761934.250000 Penalty: 2858.170410
	Iteration 67F: 3 clusters Score -761934.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -219476.125000 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -219476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -217441.312500 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -217441.3 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217826.843750 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -217826.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -217940.187500 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -217940.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -217998.828125 Penalty: 2452.423340
	Iteration 3F: 3 clusters Score -217998.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -218043.625000 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -218043.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -218071.500000 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -218071.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -218087.187500 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -218087.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -218091.859375 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -218091.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -218096.703125 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -218096.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -218103.500000 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -218103.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -218109.734375 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -218109.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -218113.609375 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -218113.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -218119.453125 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -218119.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -218126.234375 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -218126.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -218133.390625 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -218133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -218138.468750 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -218138.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -218143.437500 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -218143.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -218148.062500 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -218148.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -218152.265625 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -218152.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -218155.093750 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -218155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -218159.843750 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -218159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -218166.187500 Penalty: 2452.423340
	Iteration 21Q: 3 clusters Score -218166.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -218172.984375 Penalty: 2452.423340
	Iteration 22Q: 3 clusters Score -218173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -218175.906250 Penalty: 2452.423340
	Iteration 23Q: 3 clusters Score -218175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -218178.656250 Penalty: 2452.423340
	Iteration 24Q: 3 clusters Score -218178.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -218179.921875 Penalty: 2452.423340
	Iteration 25Q: 3 clusters Score -218179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -218181.234375 Penalty: 2452.423340
	Iteration 26Q: 3 clusters Score -218181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -218183.343750 Penalty: 2452.423340
	Iteration 27Q: 3 clusters Score -218183.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -218187.265625 Penalty: 2452.423340
	Iteration 28Q: 3 clusters Score -218187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -218188.515625 Penalty: 2452.423340
	Iteration 29Q: 3 clusters Score -218188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -218189.453125 Penalty: 2452.423340
	Iteration 30Q: 3 clusters Score -218189.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -218189.453125 Penalty: 2452.423340
	Iteration 31F: 3 clusters Score -218189.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -913449.500000 Penalty: 1462.918945
	Iteration 0F: 2 clusters Score -913449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -907487.375000 Penalty: 2925.837891
	Iteration 0F: 3 clusters Score -907487.4 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -909436.437500 Penalty: 2925.837891
	Iteration 1F: 3 clusters Score -909436.4 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -909804.375000 Penalty: 2925.837891
	Iteration 2F: 3 clusters Score -909804.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -910138.625000 Penalty: 2925.837891
	Iteration 3F: 3 clusters Score -910138.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -910429.000000 Penalty: 2925.837891
	Iteration 4F: 3 clusters Score -910429 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -910729.375000 Penalty: 2925.837891
	Iteration 5F: 3 clusters Score -910729.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -911018.250000 Penalty: 2925.837891
	Iteration 6Q: 3 clusters Score -911018.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -911303.250000 Penalty: 2925.837891
	Iteration 7Q: 3 clusters Score -911303.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -911568.000000 Penalty: 2925.837891
	Iteration 8Q: 3 clusters Score -911568 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -911767.125000 Penalty: 2925.837891
	Iteration 9Q: 3 clusters Score -911767.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -911927.625000 Penalty: 2925.837891
	Iteration 10Q: 3 clusters Score -911927.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -912051.687500 Penalty: 2925.837891
	Iteration 11Q: 3 clusters Score -912051.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -912119.062500 Penalty: 2925.837891
	Iteration 12Q: 3 clusters Score -912119.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -912173.562500 Penalty: 2925.837891
	Iteration 13Q: 3 clusters Score -912173.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -912207.187500 Penalty: 2925.837891
	Iteration 14Q: 3 clusters Score -912207.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -912234.250000 Penalty: 2925.837891
	Iteration 15Q: 3 clusters Score -912234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -912255.250000 Penalty: 2925.837891
	Iteration 16Q: 3 clusters Score -912255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -912260.875000 Penalty: 2925.837891
	Iteration 17Q: 3 clusters Score -912260.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -912263.687500 Penalty: 2925.837891
	Iteration 18Q: 3 clusters Score -912263.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -912270.250000 Penalty: 2925.837891
	Iteration 19Q: 3 clusters Score -912270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -912273.250000 Penalty: 2925.837891
	Iteration 20F: 3 clusters Score -912273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -912277.750000 Penalty: 2925.837891
	Iteration 21Q: 3 clusters Score -912277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -912280.750000 Penalty: 2925.837891
	Iteration 22Q: 3 clusters Score -912280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -912283.937500 Penalty: 2925.837891
	Iteration 23Q: 3 clusters Score -912283.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -912285.687500 Penalty: 2925.837891
	Iteration 24Q: 3 clusters Score -912285.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -912287.437500 Penalty: 2925.837891
	Iteration 25Q: 3 clusters Score -912287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -912292.250000 Penalty: 2925.837891
	Iteration 26Q: 3 clusters Score -912292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -912293.875000 Penalty: 2925.837891
	Iteration 27Q: 3 clusters Score -912293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -912296.437500 Penalty: 2925.837891
	Iteration 28Q: 3 clusters Score -912296.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -912297.125000 Penalty: 2925.837891
	Iteration 29Q: 3 clusters Score -912297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -912299.500000 Penalty: 2925.837891
	Iteration 30Q: 3 clusters Score -912299.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -912300.937500 Penalty: 2925.837891
	Iteration 31Q: 3 clusters Score -912300.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -912301.312500 Penalty: 2925.837891
	Iteration 32Q: 3 clusters Score -912301.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -912302.562500 Penalty: 2925.837891
	Iteration 33Q: 3 clusters Score -912302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -912302.562500 Penalty: 2925.837891
	Iteration 34F: 3 clusters Score -912302.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -112402.312500 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -112402.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110950.953125 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -110951 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -111175.156250 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -111175.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -111235.601562 Penalty: 2255.257568
	Iteration 2F: 3 clusters Score -111235.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -111282.320312 Penalty: 2255.257568
	Iteration 3Q: 3 clusters Score -111282.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111313.546875 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -111313.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111338.671875 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -111338.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -111361.132812 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -111361.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -111374.054688 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -111374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111383.210938 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -111383.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -111395.687500 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -111395.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -111401.437500 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -111401.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -111407.507812 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -111407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -111420.703125 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -111420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -111442.851562 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -111442.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -111469.687500 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -111469.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -111497.539062 Penalty: 2255.257568
	Iteration 15Q: 3 clusters Score -111497.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -111519.390625 Penalty: 2255.257568
	Iteration 16Q: 3 clusters Score -111519.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111538.335938 Penalty: 2255.257568
	Iteration 17Q: 3 clusters Score -111538.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -111557.187500 Penalty: 2255.257568
	Iteration 18Q: 3 clusters Score -111557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -111573.953125 Penalty: 2255.257568
	Iteration 19Q: 3 clusters Score -111574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111596.960938 Penalty: 2255.257568
	Iteration 20F: 3 clusters Score -111597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111624.335938 Penalty: 2255.257568
	Iteration 21Q: 3 clusters Score -111624.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -111642.484375 Penalty: 2255.257568
	Iteration 22Q: 3 clusters Score -111642.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111652.421875 Penalty: 2255.257568
	Iteration 23Q: 3 clusters Score -111652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -111657.101562 Penalty: 2255.257568
	Iteration 24Q: 3 clusters Score -111657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111660.453125 Penalty: 2255.257568
	Iteration 25Q: 3 clusters Score -111660.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111661.085938 Penalty: 2255.257568
	Iteration 26Q: 3 clusters Score -111661.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111662.273438 Penalty: 2255.257568
	Iteration 27Q: 3 clusters Score -111662.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -111663.039062 Penalty: 2255.257568
	Iteration 28Q: 3 clusters Score -111663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111666.195312 Penalty: 2255.257568
	Iteration 29Q: 3 clusters Score -111666.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111669.414062 Penalty: 2255.257568
	Iteration 30Q: 3 clusters Score -111669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -111675.070312 Penalty: 2255.257568
	Iteration 31Q: 3 clusters Score -111675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -111676.226562 Penalty: 2255.257568
	Iteration 32Q: 3 clusters Score -111676.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111678.234375 Penalty: 2255.257568
	Iteration 33Q: 3 clusters Score -111678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -111678.234375 Penalty: 2255.257568
	Iteration 34F: 3 clusters Score -111678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -661481.625000 Penalty: 1409.751343
	Iteration 0F: 2 clusters Score -661481.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -657068.812500 Penalty: 2819.502686
	Iteration 0F: 3 clusters Score -657068.8 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -658322.875000 Penalty: 2819.502686
	Iteration 1F: 3 clusters Score -658322.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -658515.625000 Penalty: 2819.502686
	Iteration 2F: 3 clusters Score -658515.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -658645.562500 Penalty: 2819.502686
	Iteration 3F: 3 clusters Score -658645.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -658748.062500 Penalty: 2819.502686
	Iteration 4Q: 3 clusters Score -658748.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -658845.562500 Penalty: 2819.502686
	Iteration 5Q: 3 clusters Score -658845.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -658942.437500 Penalty: 2819.502686
	Iteration 6Q: 3 clusters Score -658942.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -659051.875000 Penalty: 2819.502686
	Iteration 7Q: 3 clusters Score -659051.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -659162.062500 Penalty: 2819.502686
	Iteration 8Q: 3 clusters Score -659162.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -659289.937500 Penalty: 2819.502686
	Iteration 9Q: 3 clusters Score -659289.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -659409.562500 Penalty: 2819.502686
	Iteration 10Q: 3 clusters Score -659409.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -659527.000000 Penalty: 2819.502686
	Iteration 11Q: 3 clusters Score -659527 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -659620.562500 Penalty: 2819.502686
	Iteration 12Q: 3 clusters Score -659620.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -659724.375000 Penalty: 2819.502686
	Iteration 13Q: 3 clusters Score -659724.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -659824.125000 Penalty: 2819.502686
	Iteration 14Q: 3 clusters Score -659824.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -659909.000000 Penalty: 2819.502686
	Iteration 15Q: 3 clusters Score -659909 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -659958.250000 Penalty: 2819.502686
	Iteration 16Q: 3 clusters Score -659958.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -660003.687500 Penalty: 2819.502686
	Iteration 17Q: 3 clusters Score -660003.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -660051.750000 Penalty: 2819.502686
	Iteration 18Q: 3 clusters Score -660051.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -660085.750000 Penalty: 2819.502686
	Iteration 19Q: 3 clusters Score -660085.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -660104.062500 Penalty: 2819.502686
	Iteration 20F: 3 clusters Score -660104.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -660119.250000 Penalty: 2819.502686
	Iteration 21Q: 3 clusters Score -660119.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -660132.875000 Penalty: 2819.502686
	Iteration 22Q: 3 clusters Score -660132.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -660147.625000 Penalty: 2819.502686
	Iteration 23Q: 3 clusters Score -660147.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -660172.000000 Penalty: 2819.502686
	Iteration 24Q: 3 clusters Score -660172 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -660195.437500 Penalty: 2819.502686
	Iteration 25Q: 3 clusters Score -660195.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -660204.125000 Penalty: 2819.502686
	Iteration 26Q: 3 clusters Score -660204.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -660212.812500 Penalty: 2819.502686
	Iteration 27Q: 3 clusters Score -660212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -660221.062500 Penalty: 2819.502686
	Iteration 28Q: 3 clusters Score -660221.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -660225.437500 Penalty: 2819.502686
	Iteration 29Q: 3 clusters Score -660225.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -660232.562500 Penalty: 2819.502686
	Iteration 30Q: 3 clusters Score -660232.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -660235.437500 Penalty: 2819.502686
	Iteration 31Q: 3 clusters Score -660235.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -660237.312500 Penalty: 2819.502686
	Iteration 32Q: 3 clusters Score -660237.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -660238.937500 Penalty: 2819.502686
	Iteration 33Q: 3 clusters Score -660238.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -660241.125000 Penalty: 2819.502686
	Iteration 34Q: 3 clusters Score -660241.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -660243.125000 Penalty: 2819.502686
	Iteration 35Q: 3 clusters Score -660243.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -660245.125000 Penalty: 2819.502686
	Iteration 36Q: 3 clusters Score -660245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -660247.687500 Penalty: 2819.502686
	Iteration 37Q: 3 clusters Score -660247.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -660248.125000 Penalty: 2819.502686
	Iteration 38Q: 3 clusters Score -660248.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -660250.000000 Penalty: 2819.502686
	Iteration 39Q: 3 clusters Score -660250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -660251.250000 Penalty: 2819.502686
	Iteration 40F: 3 clusters Score -660251.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -660253.125000 Penalty: 2819.502686
	Iteration 41Q: 3 clusters Score -660253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -660256.437500 Penalty: 2819.502686
	Iteration 42Q: 3 clusters Score -660256.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -660259.937500 Penalty: 2819.502686
	Iteration 43Q: 3 clusters Score -660259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -660261.000000 Penalty: 2819.502686
	Iteration 44Q: 3 clusters Score -660261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -660261.687500 Penalty: 2819.502686
	Iteration 45Q: 3 clusters Score -660261.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -660264.937500 Penalty: 2819.502686
	Iteration 46Q: 3 clusters Score -660264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -660267.875000 Penalty: 2819.502686
	Iteration 47Q: 3 clusters Score -660267.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -660276.500000 Penalty: 2819.502686
	Iteration 48Q: 3 clusters Score -660276.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -660286.875000 Penalty: 2819.502686
	Iteration 49Q: 3 clusters Score -660286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -660296.375000 Penalty: 2819.502686
	Iteration 50Q: 3 clusters Score -660296.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -660308.125000 Penalty: 2819.502686
	Iteration 51Q: 3 clusters Score -660308.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -660321.937500 Penalty: 2819.502686
	Iteration 52Q: 3 clusters Score -660321.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -660336.812500 Penalty: 2819.502686
	Iteration 53Q: 3 clusters Score -660336.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -660362.000000 Penalty: 2819.502686
	Iteration 54Q: 3 clusters Score -660362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -660390.312500 Penalty: 2819.502686
	Iteration 55Q: 3 clusters Score -660390.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -660423.000000 Penalty: 2819.502686
	Iteration 56Q: 3 clusters Score -660423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -660458.062500 Penalty: 2819.502686
	Iteration 57Q: 3 clusters Score -660458.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -660479.375000 Penalty: 2819.502686
	Iteration 58Q: 3 clusters Score -660479.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -660494.000000 Penalty: 2819.502686
	Iteration 59Q: 3 clusters Score -660494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -660503.437500 Penalty: 2819.502686
	Iteration 60F: 3 clusters Score -660503.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -660513.875000 Penalty: 2819.502686
	Iteration 61Q: 3 clusters Score -660513.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -660523.812500 Penalty: 2819.502686
	Iteration 62Q: 3 clusters Score -660523.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -660530.500000 Penalty: 2819.502686
	Iteration 63Q: 3 clusters Score -660530.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -660535.000000 Penalty: 2819.502686
	Iteration 64Q: 3 clusters Score -660535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -660538.062500 Penalty: 2819.502686
	Iteration 65Q: 3 clusters Score -660538.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -660538.750000 Penalty: 2819.502686
	Iteration 66Q: 3 clusters Score -660538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -660541.500000 Penalty: 2819.502686
	Iteration 67Q: 3 clusters Score -660541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -660544.375000 Penalty: 2819.502686
	Iteration 68Q: 3 clusters Score -660544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -660545.812500 Penalty: 2819.502686
	Iteration 69Q: 3 clusters Score -660545.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -660546.750000 Penalty: 2819.502686
	Iteration 70Q: 3 clusters Score -660546.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -660552.437500 Penalty: 2819.502686
	Iteration 71Q: 3 clusters Score -660552.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -660561.187500 Penalty: 2819.502686
	Iteration 72Q: 3 clusters Score -660561.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -660565.125000 Penalty: 2819.502686
	Iteration 73Q: 3 clusters Score -660565.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -660567.187500 Penalty: 2819.502686
	Iteration 74Q: 3 clusters Score -660567.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -660567.500000 Penalty: 2819.502686
	Iteration 75Q: 3 clusters Score -660567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -660568.375000 Penalty: 2819.502686
	Iteration 76Q: 3 clusters Score -660568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -660570.000000 Penalty: 2819.502686
	Iteration 77Q: 3 clusters Score -660570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -660569.875000 Penalty: 2819.502686
	Iteration 78Q: 3 clusters Score -660569.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -660569.937500 Penalty: 2819.502686
	Iteration 79Q: 3 clusters Score -660569.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -660571.687500 Penalty: 2819.502686
	Iteration 80F: 3 clusters Score -660571.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -287540.468750 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -287540.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -285127.593750 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -285127.6 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -285701.125000 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -285701.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -285830.312500 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -285830.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -285893.875000 Penalty: 2548.740723
	Iteration 3Q: 3 clusters Score -285893.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -285933.250000 Penalty: 2548.740723
	Iteration 4Q: 3 clusters Score -285933.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -285977.875000 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -285977.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -286006.906250 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -286006.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -286035.281250 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -286035.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -286062.906250 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -286062.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -286088.500000 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -286088.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -286115.031250 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -286115 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -286143.437500 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -286143.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -286168.562500 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -286168.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -286186.562500 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -286186.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -286199.750000 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -286199.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -286213.187500 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -286213.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -286232.375000 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -286232.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -286250.531250 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -286250.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -286268.843750 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -286268.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -286282.593750 Penalty: 2548.740723
	Iteration 19Q: 3 clusters Score -286282.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -286297.843750 Penalty: 2548.740723
	Iteration 20F: 3 clusters Score -286297.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -286315.812500 Penalty: 2548.740723
	Iteration 21Q: 3 clusters Score -286315.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -286334.906250 Penalty: 2548.740723
	Iteration 22Q: 3 clusters Score -286334.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -286347.812500 Penalty: 2548.740723
	Iteration 23Q: 3 clusters Score -286347.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -286364.125000 Penalty: 2548.740723
	Iteration 24Q: 3 clusters Score -286364.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -286377.531250 Penalty: 2548.740723
	Iteration 25Q: 3 clusters Score -286377.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -286387.343750 Penalty: 2548.740723
	Iteration 26Q: 3 clusters Score -286387.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -286398.000000 Penalty: 2548.740723
	Iteration 27Q: 3 clusters Score -286398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -286409.593750 Penalty: 2548.740723
	Iteration 28Q: 3 clusters Score -286409.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -286420.250000 Penalty: 2548.740723
	Iteration 29Q: 3 clusters Score -286420.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -286426.312500 Penalty: 2548.740723
	Iteration 30Q: 3 clusters Score -286426.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -286442.562500 Penalty: 2548.740723
	Iteration 31Q: 3 clusters Score -286442.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -286465.187500 Penalty: 2548.740723
	Iteration 32Q: 3 clusters Score -286465.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -286476.375000 Penalty: 2548.740723
	Iteration 33Q: 3 clusters Score -286476.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -286493.281250 Penalty: 2548.740723
	Iteration 34Q: 3 clusters Score -286493.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -286515.812500 Penalty: 2548.740723
	Iteration 35Q: 3 clusters Score -286515.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -286529.312500 Penalty: 2548.740723
	Iteration 36Q: 3 clusters Score -286529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -286538.218750 Penalty: 2548.740723
	Iteration 37Q: 3 clusters Score -286538.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -286545.312500 Penalty: 2548.740723
	Iteration 38Q: 3 clusters Score -286545.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -286548.500000 Penalty: 2548.740723
	Iteration 39Q: 3 clusters Score -286548.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -286549.218750 Penalty: 2548.740723
	Iteration 40F: 3 clusters Score -286549.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -286550.531250 Penalty: 2548.740723
	Iteration 41Q: 3 clusters Score -286550.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -286551.281250 Penalty: 2548.740723
	Iteration 42Q: 3 clusters Score -286551.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -286551.531250 Penalty: 2548.740723
	Iteration 43Q: 3 clusters Score -286551.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -286551.531250 Penalty: 2548.740723
	Iteration 44F: 3 clusters Score -286551.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Entering Unmasked Estep 
Score: -37844.140625 Penalty: 978.810242
	Iteration 0F: 2 clusters Score -37844.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36864.539062 Penalty: 1957.620483
	Iteration 0F: 3 clusters Score -36864.54 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37076.582031 Penalty: 1957.620483
	Iteration 1F: 3 clusters Score -37076.58 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -37227.636719 Penalty: 1957.620483
	Iteration 2F: 3 clusters Score -37227.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37302.964844 Penalty: 1957.620483
	Iteration 3F: 3 clusters Score -37302.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -37349.988281 Penalty: 1957.620483
	Iteration 4Q: 3 clusters Score -37349.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37384.386719 Penalty: 1957.620483
	Iteration 5Q: 3 clusters Score -37384.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -37444.562500 Penalty: 1957.620483
	Iteration 6Q: 3 clusters Score -37444.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -37474.570312 Penalty: 1957.620483
	Iteration 7Q: 3 clusters Score -37474.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37497.214844 Penalty: 1957.620483
	Iteration 8Q: 3 clusters Score -37497.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -37512.292969 Penalty: 1957.620483
	Iteration 9Q: 3 clusters Score -37512.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37515.062500 Penalty: 1957.620483
	Iteration 10Q: 3 clusters Score -37515.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37516.105469 Penalty: 1957.620483
	Iteration 11Q: 3 clusters Score -37516.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -37516.105469 Penalty: 1957.620483
	Iteration 12F: 3 clusters Score -37516.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -474364.000000 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -474364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -470574.250000 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -470574.2 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -471997.125000 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -471997.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -472350.875000 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -472350.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -472624.687500 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -472624.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -472811.250000 Penalty: 2749.358398
	Iteration 4F: 3 clusters Score -472811.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -472981.000000 Penalty: 2749.358398
	Iteration 5Q: 3 clusters Score -472981 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -473153.218750 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -473153.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -473365.968750 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -473366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -473538.906250 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -473538.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -473662.843750 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -473662.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -473755.343750 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -473755.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -473805.562500 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -473805.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -473835.437500 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -473835.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -473852.781250 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -473852.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -473864.718750 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -473864.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -473873.468750 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -473873.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -473880.031250 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -473880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -473887.781250 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -473887.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -473893.750000 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -473893.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -473900.625000 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -473900.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -473908.031250 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -473908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -473916.750000 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -473916.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -473925.406250 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -473925.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -473938.718750 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -473938.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -473953.656250 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -473953.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -473967.312500 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -473967.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -473977.093750 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -473977.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -473985.968750 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -473986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -473993.312500 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -473993.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -473999.250000 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -473999.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -474004.156250 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -474004.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -474005.468750 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -474005.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -474007.312500 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -474007.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -474009.843750 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -474009.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -474012.437500 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -474012.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -474013.781250 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -474013.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -474015.843750 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -474015.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -474016.250000 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -474016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -474017.187500 Penalty: 2749.358398
	Iteration 38Q: 3 clusters Score -474017.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -474019.093750 Penalty: 2749.358398
	Iteration 39Q: 3 clusters Score -474019.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -474022.187500 Penalty: 2749.358398
	Iteration 40F: 3 clusters Score -474022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -474023.781250 Penalty: 2749.358398
	Iteration 41Q: 3 clusters Score -474023.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -474024.250000 Penalty: 2749.358398
	Iteration 42Q: 3 clusters Score -474024.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -474025.593750 Penalty: 2749.358398
	Iteration 43Q: 3 clusters Score -474025.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -474026.875000 Penalty: 2749.358398
	Iteration 44Q: 3 clusters Score -474026.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -474029.375000 Penalty: 2749.358398
	Iteration 45Q: 3 clusters Score -474029.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -474032.687500 Penalty: 2749.358398
	Iteration 46Q: 3 clusters Score -474032.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -474037.593750 Penalty: 2749.358398
	Iteration 47Q: 3 clusters Score -474037.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -474043.812500 Penalty: 2749.358398
	Iteration 48Q: 3 clusters Score -474043.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -474052.343750 Penalty: 2749.358398
	Iteration 49Q: 3 clusters Score -474052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -474053.625000 Penalty: 2749.358398
	Iteration 50Q: 3 clusters Score -474053.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -474056.031250 Penalty: 2749.358398
	Iteration 51Q: 3 clusters Score -474056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -474060.625000 Penalty: 2749.358398
	Iteration 52Q: 3 clusters Score -474060.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -474065.562500 Penalty: 2749.358398
	Iteration 53Q: 3 clusters Score -474065.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -474067.812500 Penalty: 2749.358398
	Iteration 54Q: 3 clusters Score -474067.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -474072.500000 Penalty: 2749.358398
	Iteration 55Q: 3 clusters Score -474072.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -474081.187500 Penalty: 2749.358398
	Iteration 56Q: 3 clusters Score -474081.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -474087.687500 Penalty: 2749.358398
	Iteration 57Q: 3 clusters Score -474087.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -474095.031250 Penalty: 2749.358398
	Iteration 58Q: 3 clusters Score -474095 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -474104.750000 Penalty: 2749.358398
	Iteration 59Q: 3 clusters Score -474104.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -474120.343750 Penalty: 2749.358398
	Iteration 60F: 3 clusters Score -474120.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -474142.906250 Penalty: 2749.358398
	Iteration 61Q: 3 clusters Score -474142.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -474182.312500 Penalty: 2749.358398
	Iteration 62Q: 3 clusters Score -474182.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -474249.031250 Penalty: 2749.358398
	Iteration 63Q: 3 clusters Score -474249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -474314.937500 Penalty: 2749.358398
	Iteration 64Q: 3 clusters Score -474314.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -474374.750000 Penalty: 2749.358398
	Iteration 65Q: 3 clusters Score -474374.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -474406.093750 Penalty: 2749.358398
	Iteration 66Q: 3 clusters Score -474406.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -474417.375000 Penalty: 2749.358398
	Iteration 67Q: 3 clusters Score -474417.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -474423.750000 Penalty: 2749.358398
	Iteration 68Q: 3 clusters Score -474423.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -474430.375000 Penalty: 2749.358398
	Iteration 69Q: 3 clusters Score -474430.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -474436.750000 Penalty: 2749.358398
	Iteration 70Q: 3 clusters Score -474436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -474439.062500 Penalty: 2749.358398
	Iteration 71Q: 3 clusters Score -474439.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -474440.062500 Penalty: 2749.358398
	Iteration 72Q: 3 clusters Score -474440.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -474441.031250 Penalty: 2749.358398
	Iteration 73Q: 3 clusters Score -474441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -474441.437500 Penalty: 2749.358398
	Iteration 74Q: 3 clusters Score -474441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -474441.968750 Penalty: 2749.358398
	Iteration 75Q: 3 clusters Score -474442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -474442.187500 Penalty: 2749.358398
	Iteration 76Q: 3 clusters Score -474442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -474442.187500 Penalty: 2749.358398
	Iteration 77F: 3 clusters Score -474442.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 2278 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88701 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 178 members 
Mstep: Class 48 contains 2442 members 
Entering Unmasked Estep 
Score: -40148808.000000 Penalty: 99827.601562
Splitting cluster 42 changes total score from -40149412.000000 to -40148808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 43 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -225805.390625 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -225805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -223701.640625 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -223701.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224133.796875 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -224133.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -224228.062500 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -224228.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -224283.015625 Penalty: 2466.534180
	Iteration 3Q: 3 clusters Score -224283 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -224325.109375 Penalty: 2466.534180
	Iteration 4Q: 3 clusters Score -224325.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -224353.937500 Penalty: 2466.534180
	Iteration 5Q: 3 clusters Score -224353.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224376.375000 Penalty: 2466.534180
	Iteration 6Q: 3 clusters Score -224376.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -224389.703125 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -224389.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -224403.500000 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -224403.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -224417.234375 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -224417.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -224435.671875 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -224435.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -224444.218750 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -224444.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -224457.015625 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -224457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -224466.515625 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -224466.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -224474.515625 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -224474.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -224480.093750 Penalty: 2466.534180
	Iteration 15Q: 3 clusters Score -224480.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -224485.437500 Penalty: 2466.534180
	Iteration 16Q: 3 clusters Score -224485.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -224491.468750 Penalty: 2466.534180
	Iteration 17Q: 3 clusters Score -224491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224495.593750 Penalty: 2466.534180
	Iteration 18Q: 3 clusters Score -224495.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -224502.078125 Penalty: 2466.534180
	Iteration 19Q: 3 clusters Score -224502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -224505.593750 Penalty: 2466.534180
	Iteration 20F: 3 clusters Score -224505.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -224509.218750 Penalty: 2466.534180
	Iteration 21Q: 3 clusters Score -224509.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -224514.406250 Penalty: 2466.534180
	Iteration 22Q: 3 clusters Score -224514.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -224518.484375 Penalty: 2466.534180
	Iteration 23Q: 3 clusters Score -224518.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -224522.140625 Penalty: 2466.534180
	Iteration 24Q: 3 clusters Score -224522.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -224524.250000 Penalty: 2466.534180
	Iteration 25Q: 3 clusters Score -224524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -224526.453125 Penalty: 2466.534180
	Iteration 26Q: 3 clusters Score -224526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -224529.390625 Penalty: 2466.534180
	Iteration 27Q: 3 clusters Score -224529.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -224530.937500 Penalty: 2466.534180
	Iteration 28Q: 3 clusters Score -224530.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -224531.843750 Penalty: 2466.534180
	Iteration 29Q: 3 clusters Score -224531.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -224532.750000 Penalty: 2466.534180
	Iteration 30Q: 3 clusters Score -224532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -224534.703125 Penalty: 2466.534180
	Iteration 31Q: 3 clusters Score -224534.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -224537.078125 Penalty: 2466.534180
	Iteration 32Q: 3 clusters Score -224537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -224538.218750 Penalty: 2466.534180
	Iteration 33Q: 3 clusters Score -224538.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -224539.843750 Penalty: 2466.534180
	Iteration 34Q: 3 clusters Score -224539.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -224540.015625 Penalty: 2466.534180
	Iteration 35Q: 3 clusters Score -224540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -224540.546875 Penalty: 2466.534180
	Iteration 36Q: 3 clusters Score -224540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -224541.437500 Penalty: 2466.534180
	Iteration 37Q: 3 clusters Score -224541.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -224542.203125 Penalty: 2466.534180
	Iteration 38Q: 3 clusters Score -224542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -224542.250000 Penalty: 2466.534180
	Iteration 39Q: 3 clusters Score -224542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -224542.609375 Penalty: 2466.534180
	Iteration 40F: 3 clusters Score -224542.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (88701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88701 members 
Entering Unmasked Estep 
Score: -10166513.000000 Penalty: 1851.366821
	Iteration 0F: 2 clusters Score -1.016651e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -10107400.000000 Penalty: 3702.733643
	Iteration 0F: 3 clusters Score -1.01074e+07 nChanged 42315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47512 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -10131363.000000 Penalty: 3702.733643
	Iteration 1F: 3 clusters Score -1.013136e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -10132159.000000 Penalty: 3702.733643
	Iteration 2Q: 3 clusters Score -1.013216e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52041 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -10133377.000000 Penalty: 3702.733643
	Iteration 3Q: 3 clusters Score -1.013338e+07 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -10135525.000000 Penalty: 3702.733643
	Iteration 4F: 3 clusters Score -1.013552e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61727 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -10139283.000000 Penalty: 3702.733643
	Iteration 5F: 3 clusters Score -1.013928e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69160 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -10145697.000000 Penalty: 3702.733643
	Iteration 6F: 3 clusters Score -1.01457e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -10153577.000000 Penalty: 3702.733643
	Iteration 7F: 3 clusters Score -1.015358e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83189 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -10159956.000000 Penalty: 3702.733643
	Iteration 8F: 3 clusters Score -1.015996e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86422 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10163192.000000 Penalty: 3702.733643
	Iteration 9Q: 3 clusters Score -1.016319e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10164395.000000 Penalty: 3702.733643
	Iteration 10Q: 3 clusters Score -1.01644e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88024 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -10164915.000000 Penalty: 3702.733643
	Iteration 11Q: 3 clusters Score -1.016492e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10165155.000000 Penalty: 3702.733643
	Iteration 12Q: 3 clusters Score -1.016516e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88096 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10165260.000000 Penalty: 3702.733643
	Iteration 13Q: 3 clusters Score -1.016526e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88063 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -10165354.000000 Penalty: 3702.733643
	Iteration 14Q: 3 clusters Score -1.016535e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88055 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -10165407.000000 Penalty: 3702.733643
	Iteration 15Q: 3 clusters Score -1.016541e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88038 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -10165438.000000 Penalty: 3702.733643
	Iteration 16Q: 3 clusters Score -1.016544e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88023 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -10165451.000000 Penalty: 3702.733643
	Iteration 17Q: 3 clusters Score -1.016545e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -10165472.000000 Penalty: 3702.733643
	Iteration 18Q: 3 clusters Score -1.016547e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87990 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10165474.000000 Penalty: 3702.733643
	Iteration 19Q: 3 clusters Score -1.016547e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87982 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10165477.000000 Penalty: 3702.733643
	Iteration 20F: 3 clusters Score -1.016548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87975 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -10165483.000000 Penalty: 3702.733643
	Iteration 21Q: 3 clusters Score -1.016548e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10165480.000000 Penalty: 3702.733643
	Iteration 22Q: 3 clusters Score -1.016548e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10165489.000000 Penalty: 3702.733643
	Iteration 23Q: 3 clusters Score -1.016549e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87964 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10165487.000000 Penalty: 3702.733643
	Iteration 24Q: 3 clusters Score -1.016549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87959 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10165494.000000 Penalty: 3702.733643
	Iteration 25Q: 3 clusters Score -1.016549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87958 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -10165494.000000 Penalty: 3702.733643
	Iteration 26Q: 3 clusters Score -1.016549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87956 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10165494.000000 Penalty: 3702.733643
	Iteration 27Q: 3 clusters Score -1.016549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87953 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10165486.000000 Penalty: 3702.733643
	Iteration 28Q: 3 clusters Score -1.016549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87949 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10165483.000000 Penalty: 3702.733643
	Iteration 29Q: 3 clusters Score -1.016548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87946 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -10165489.000000 Penalty: 3702.733643
	Iteration 30Q: 3 clusters Score -1.016549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87945 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -10165489.000000 Penalty: 3702.733643
	Iteration 31Q: 3 clusters Score -1.016549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10165497.000000 Penalty: 3702.733643
	Iteration 32Q: 3 clusters Score -1.01655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87941 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -10165491.000000 Penalty: 3702.733643
	Iteration 33Q: 3 clusters Score -1.016549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87940 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10165494.000000 Penalty: 3702.733643
	Iteration 34Q: 3 clusters Score -1.016549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87938 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -10165488.000000 Penalty: 3702.733643
	Iteration 35Q: 3 clusters Score -1.016549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87937 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -10165492.000000 Penalty: 3702.733643
	Iteration 36Q: 3 clusters Score -1.016549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10165492.000000 Penalty: 3702.733643
	Iteration 37Q: 3 clusters Score -1.016549e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87933 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10165492.000000 Penalty: 3702.733643
	Iteration 38Q: 3 clusters Score -1.016549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -10165499.000000 Penalty: 3702.733643
	Iteration 39Q: 3 clusters Score -1.01655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -10165500.000000 Penalty: 3702.733643
	Iteration 40F: 3 clusters Score -1.01655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10165496.000000 Penalty: 3702.733643
	Iteration 41Q: 3 clusters Score -1.01655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87921 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -10165496.000000 Penalty: 3702.733643
	Iteration 42Q: 3 clusters Score -1.01655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87920 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10165499.000000 Penalty: 3702.733643
	Iteration 43Q: 3 clusters Score -1.01655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87919 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -10165499.000000 Penalty: 3702.733643
	Iteration 44Q: 3 clusters Score -1.01655e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87917 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10165496.000000 Penalty: 3702.733643
	Iteration 45Q: 3 clusters Score -1.01655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87916 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -10165499.000000 Penalty: 3702.733643
	Iteration 46Q: 3 clusters Score -1.01655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10165492.000000 Penalty: 3702.733643
	Iteration 47Q: 3 clusters Score -1.016549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87915 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10165492.000000 Penalty: 3702.733643
	Iteration 48F: 3 clusters Score -1.016549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -265734.250000 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -265734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -263433.156250 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -263433.2 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -263965.312500 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -263965.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -264110.281250 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -264110.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -264218.750000 Penalty: 2522.428711
	Iteration 3F: 3 clusters Score -264218.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -264336.656250 Penalty: 2522.428711
	Iteration 4F: 3 clusters Score -264336.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -264445.531250 Penalty: 2522.428711
	Iteration 5Q: 3 clusters Score -264445.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -264548.781250 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -264548.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -264630.218750 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -264630.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -264681.750000 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -264681.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -264721.125000 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -264721.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -264756.750000 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -264756.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -264791.187500 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -264791.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -264808.156250 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -264808.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -264823.906250 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -264823.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -264843.156250 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -264843.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -264866.531250 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -264866.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -264883.500000 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -264883.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -264894.218750 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -264894.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -264907.406250 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -264907.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -264917.875000 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -264917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -264921.187500 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -264921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -264926.875000 Penalty: 2522.428711
	Iteration 21Q: 3 clusters Score -264926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -264935.250000 Penalty: 2522.428711
	Iteration 22Q: 3 clusters Score -264935.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -264941.218750 Penalty: 2522.428711
	Iteration 23Q: 3 clusters Score -264941.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -264944.343750 Penalty: 2522.428711
	Iteration 24Q: 3 clusters Score -264944.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -264950.093750 Penalty: 2522.428711
	Iteration 25Q: 3 clusters Score -264950.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -264961.656250 Penalty: 2522.428711
	Iteration 26Q: 3 clusters Score -264961.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -264975.500000 Penalty: 2522.428711
	Iteration 27Q: 3 clusters Score -264975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -264983.656250 Penalty: 2522.428711
	Iteration 28Q: 3 clusters Score -264983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -264988.781250 Penalty: 2522.428711
	Iteration 29Q: 3 clusters Score -264988.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -264994.593750 Penalty: 2522.428711
	Iteration 30Q: 3 clusters Score -264994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -264997.906250 Penalty: 2522.428711
	Iteration 31Q: 3 clusters Score -264997.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -265000.750000 Penalty: 2522.428711
	Iteration 32Q: 3 clusters Score -265000.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -265007.875000 Penalty: 2522.428711
	Iteration 33Q: 3 clusters Score -265007.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -265011.687500 Penalty: 2522.428711
	Iteration 34Q: 3 clusters Score -265011.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -265014.062500 Penalty: 2522.428711
	Iteration 35Q: 3 clusters Score -265014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -265015.562500 Penalty: 2522.428711
	Iteration 36Q: 3 clusters Score -265015.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -265018.531250 Penalty: 2522.428711
	Iteration 37Q: 3 clusters Score -265018.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -265019.437500 Penalty: 2522.428711
	Iteration 38Q: 3 clusters Score -265019.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -265020.218750 Penalty: 2522.428711
	Iteration 39Q: 3 clusters Score -265020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -265021.156250 Penalty: 2522.428711
	Iteration 40F: 3 clusters Score -265021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -265021.187500 Penalty: 2522.428711
	Iteration 41Q: 3 clusters Score -265021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -265021.687500 Penalty: 2522.428711
	Iteration 42Q: 3 clusters Score -265021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -265021.687500 Penalty: 2522.428711
	Iteration 43F: 3 clusters Score -265021.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Entering Unmasked Estep 
Score: -59760.824219 Penalty: 970.744080
	Iteration 0F: 2 clusters Score -59760.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -58767.277344 Penalty: 1941.488159
	Iteration 0F: 3 clusters Score -58767.28 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58875.773438 Penalty: 1941.488159
	Iteration 1F: 3 clusters Score -58875.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58919.242188 Penalty: 1941.488159
	Iteration 2F: 3 clusters Score -58919.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58949.199219 Penalty: 1941.488159
	Iteration 3Q: 3 clusters Score -58949.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58968.902344 Penalty: 1941.488159
	Iteration 4Q: 3 clusters Score -58968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -58976.839844 Penalty: 1941.488159
	Iteration 5Q: 3 clusters Score -58976.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58983.609375 Penalty: 1941.488159
	Iteration 6Q: 3 clusters Score -58983.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -58985.804688 Penalty: 1941.488159
	Iteration 7Q: 3 clusters Score -58985.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58989.644531 Penalty: 1941.488159
	Iteration 8Q: 3 clusters Score -58989.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58992.246094 Penalty: 1941.488159
	Iteration 9Q: 3 clusters Score -58992.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58993.410156 Penalty: 1941.488159
	Iteration 10Q: 3 clusters Score -58993.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -58994.808594 Penalty: 1941.488159
	Iteration 11Q: 3 clusters Score -58994.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -58997.367188 Penalty: 1941.488159
	Iteration 12Q: 3 clusters Score -58997.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -59000.519531 Penalty: 1941.488159
	Iteration 13Q: 3 clusters Score -59000.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59001.429688 Penalty: 1941.488159
	Iteration 14Q: 3 clusters Score -59001.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -59001.429688 Penalty: 1941.488159
	Iteration 15F: 3 clusters Score -59001.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Entering Unmasked Estep 
Score: -23672.533203 Penalty: 842.039856
	Iteration 0F: 2 clusters Score -23672.53 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 102 members 
Entering Unmasked Estep 
Score: -22981.033203 Penalty: 1684.079712
	Iteration 0F: 3 clusters Score -22981.03 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -23051.310547 Penalty: 1684.079712
	Iteration 1F: 3 clusters Score -23051.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -23084.611328 Penalty: 1684.079712
	Iteration 2F: 3 clusters Score -23084.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -23110.447266 Penalty: 1684.079712
	Iteration 3Q: 3 clusters Score -23110.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -23125.691406 Penalty: 1684.079712
	Iteration 4Q: 3 clusters Score -23125.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23133.181641 Penalty: 1684.079712
	Iteration 5Q: 3 clusters Score -23133.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -23133.181641 Penalty: 1684.079712
	Iteration 6F: 3 clusters Score -23133.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10061 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88701 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149428.000000 Penalty: 97747.859375
Iteration 199Q: 48 clusters Score -4.014943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10060 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 413 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88701 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149436.000000 Penalty: 97747.859375
Iteration 200F: 48 clusters Score -4.014944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10059 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88702 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 393 members 
Mstep: Class 47 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149456.000000 Penalty: 97747.859375
Iteration 201Q: 48 clusters Score -4.014946e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10058 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88702 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 394 members 
Mstep: Class 47 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149452.000000 Penalty: 97747.859375
Iteration 202Q: 48 clusters Score -4.014945e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 394 members 
Mstep: Class 47 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149452.000000 Penalty: 97747.859375
Iteration 203Q: 48 clusters Score -4.014945e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1608 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 394 members 
Mstep: Class 47 contains 180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149452.000000 Penalty: 97747.859375
Iteration 204F: 48 clusters Score -4.014945e+07 nChanged 0
Entering ConstructFrom: 
Score: -40149452.000000 Penalty: 97747.859375
Entering ConstructFrom: 
Trying to split cluster 1 (3726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Entering Unmasked Estep 
Score: -425503.312500 Penalty: 1336.252197
	Iteration 0F: 2 clusters Score -425503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -422322.593750 Penalty: 2672.504395
	Iteration 0F: 3 clusters Score -422322.6 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -423190.687500 Penalty: 2672.504395
	Iteration 1F: 3 clusters Score -423190.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -423405.500000 Penalty: 2672.504395
	Iteration 2F: 3 clusters Score -423405.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -423546.781250 Penalty: 2672.504395
	Iteration 3F: 3 clusters Score -423546.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -423649.843750 Penalty: 2672.504395
	Iteration 4Q: 3 clusters Score -423649.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -423767.968750 Penalty: 2672.504395
	Iteration 5Q: 3 clusters Score -423768 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -423851.718750 Penalty: 2672.504395
	Iteration 6Q: 3 clusters Score -423851.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -423919.437500 Penalty: 2672.504395
	Iteration 7Q: 3 clusters Score -423919.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -423978.062500 Penalty: 2672.504395
	Iteration 8Q: 3 clusters Score -423978.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -424030.312500 Penalty: 2672.504395
	Iteration 9Q: 3 clusters Score -424030.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -424083.656250 Penalty: 2672.504395
	Iteration 10Q: 3 clusters Score -424083.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -424124.843750 Penalty: 2672.504395
	Iteration 11Q: 3 clusters Score -424124.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -424157.343750 Penalty: 2672.504395
	Iteration 12Q: 3 clusters Score -424157.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -424188.187500 Penalty: 2672.504395
	Iteration 13Q: 3 clusters Score -424188.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -424210.093750 Penalty: 2672.504395
	Iteration 14Q: 3 clusters Score -424210.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -424232.687500 Penalty: 2672.504395
	Iteration 15Q: 3 clusters Score -424232.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -424251.062500 Penalty: 2672.504395
	Iteration 16Q: 3 clusters Score -424251.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -424264.937500 Penalty: 2672.504395
	Iteration 17Q: 3 clusters Score -424264.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -424274.718750 Penalty: 2672.504395
	Iteration 18Q: 3 clusters Score -424274.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -424282.500000 Penalty: 2672.504395
	Iteration 19Q: 3 clusters Score -424282.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -424290.000000 Penalty: 2672.504395
	Iteration 20F: 3 clusters Score -424290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -424296.218750 Penalty: 2672.504395
	Iteration 21Q: 3 clusters Score -424296.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -424298.750000 Penalty: 2672.504395
	Iteration 22Q: 3 clusters Score -424298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -424299.406250 Penalty: 2672.504395
	Iteration 23Q: 3 clusters Score -424299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -424300.593750 Penalty: 2672.504395
	Iteration 24Q: 3 clusters Score -424300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -424301.000000 Penalty: 2672.504395
	Iteration 25Q: 3 clusters Score -424301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -424300.843750 Penalty: 2672.504395
	Iteration 26Q: 3 clusters Score -424300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -424300.843750 Penalty: 2672.504395
	Iteration 27F: 3 clusters Score -424300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Entering Unmasked Estep 
Score: -1594272.750000 Penalty: 1548.688843
	Iteration 0F: 2 clusters Score -1594273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1584707.125000 Penalty: 3097.377686
	Iteration 0F: 3 clusters Score -1584707 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1587898.250000 Penalty: 3097.377686
	Iteration 1F: 3 clusters Score -1587898 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1588132.500000 Penalty: 3097.377686
	Iteration 2F: 3 clusters Score -1588132 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1588323.125000 Penalty: 3097.377686
	Iteration 3Q: 3 clusters Score -1588323 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1588481.875000 Penalty: 3097.377686
	Iteration 4Q: 3 clusters Score -1588482 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -1588638.250000 Penalty: 3097.377686
	Iteration 5Q: 3 clusters Score -1588638 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1588829.375000 Penalty: 3097.377686
	Iteration 6Q: 3 clusters Score -1588829 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1589102.375000 Penalty: 3097.377686
	Iteration 7Q: 3 clusters Score -1589102 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1589507.125000 Penalty: 3097.377686
	Iteration 8F: 3 clusters Score -1589507 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1590019.875000 Penalty: 3097.377686
	Iteration 9F: 3 clusters Score -1590020 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1590651.375000 Penalty: 3097.377686
	Iteration 10F: 3 clusters Score -1590651 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1591295.000000 Penalty: 3097.377686
	Iteration 11F: 3 clusters Score -1591295 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1591858.625000 Penalty: 3097.377686
	Iteration 12Q: 3 clusters Score -1591859 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1592253.875000 Penalty: 3097.377686
	Iteration 13Q: 3 clusters Score -1592254 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1592539.625000 Penalty: 3097.377686
	Iteration 14Q: 3 clusters Score -1592540 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -1592679.125000 Penalty: 3097.377686
	Iteration 15Q: 3 clusters Score -1592679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1592762.875000 Penalty: 3097.377686
	Iteration 16Q: 3 clusters Score -1592763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1592824.125000 Penalty: 3097.377686
	Iteration 17Q: 3 clusters Score -1592824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1592862.875000 Penalty: 3097.377686
	Iteration 18Q: 3 clusters Score -1592863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1592876.625000 Penalty: 3097.377686
	Iteration 19Q: 3 clusters Score -1592877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1592890.250000 Penalty: 3097.377686
	Iteration 20F: 3 clusters Score -1592890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -1592895.500000 Penalty: 3097.377686
	Iteration 21Q: 3 clusters Score -1592896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1592893.500000 Penalty: 3097.377686
	Iteration 22Q: 3 clusters Score -1592894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1592893.375000 Penalty: 3097.377686
	Iteration 23Q: 3 clusters Score -1592893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1592893.375000 Penalty: 3097.377686
	Iteration 24F: 3 clusters Score -1592893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Entering Unmasked Estep 
Score: -290925.343750 Penalty: 1277.029053
	Iteration 0F: 2 clusters Score -290925.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -288458.156250 Penalty: 2554.058105
	Iteration 0F: 3 clusters Score -288458.2 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -288966.906250 Penalty: 2554.058105
	Iteration 1F: 3 clusters Score -288966.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -289082.812500 Penalty: 2554.058105
	Iteration 2F: 3 clusters Score -289082.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -289154.875000 Penalty: 2554.058105
	Iteration 3Q: 3 clusters Score -289154.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -289209.250000 Penalty: 2554.058105
	Iteration 4Q: 3 clusters Score -289209.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -289259.562500 Penalty: 2554.058105
	Iteration 5Q: 3 clusters Score -289259.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -289298.843750 Penalty: 2554.058105
	Iteration 6Q: 3 clusters Score -289298.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -289329.187500 Penalty: 2554.058105
	Iteration 7Q: 3 clusters Score -289329.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -289354.625000 Penalty: 2554.058105
	Iteration 8Q: 3 clusters Score -289354.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -289374.187500 Penalty: 2554.058105
	Iteration 9Q: 3 clusters Score -289374.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -289393.093750 Penalty: 2554.058105
	Iteration 10Q: 3 clusters Score -289393.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -289417.125000 Penalty: 2554.058105
	Iteration 11Q: 3 clusters Score -289417.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -289436.718750 Penalty: 2554.058105
	Iteration 12Q: 3 clusters Score -289436.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -289449.468750 Penalty: 2554.058105
	Iteration 13Q: 3 clusters Score -289449.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -289463.687500 Penalty: 2554.058105
	Iteration 14Q: 3 clusters Score -289463.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -289479.406250 Penalty: 2554.058105
	Iteration 15Q: 3 clusters Score -289479.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -289488.531250 Penalty: 2554.058105
	Iteration 16Q: 3 clusters Score -289488.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -289496.312500 Penalty: 2554.058105
	Iteration 17Q: 3 clusters Score -289496.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -289501.937500 Penalty: 2554.058105
	Iteration 18Q: 3 clusters Score -289501.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -289510.312500 Penalty: 2554.058105
	Iteration 19Q: 3 clusters Score -289510.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -289519.343750 Penalty: 2554.058105
	Iteration 20F: 3 clusters Score -289519.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -289527.437500 Penalty: 2554.058105
	Iteration 21Q: 3 clusters Score -289527.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -289530.031250 Penalty: 2554.058105
	Iteration 22Q: 3 clusters Score -289530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -289532.437500 Penalty: 2554.058105
	Iteration 23Q: 3 clusters Score -289532.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -289537.937500 Penalty: 2554.058105
	Iteration 24Q: 3 clusters Score -289537.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -289542.187500 Penalty: 2554.058105
	Iteration 25Q: 3 clusters Score -289542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -289546.562500 Penalty: 2554.058105
	Iteration 26Q: 3 clusters Score -289546.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -289555.468750 Penalty: 2554.058105
	Iteration 27Q: 3 clusters Score -289555.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -289561.250000 Penalty: 2554.058105
	Iteration 28Q: 3 clusters Score -289561.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -289563.656250 Penalty: 2554.058105
	Iteration 29Q: 3 clusters Score -289563.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -289567.500000 Penalty: 2554.058105
	Iteration 30Q: 3 clusters Score -289567.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -289568.531250 Penalty: 2554.058105
	Iteration 31Q: 3 clusters Score -289568.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -289569.750000 Penalty: 2554.058105
	Iteration 32Q: 3 clusters Score -289569.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -289571.875000 Penalty: 2554.058105
	Iteration 33Q: 3 clusters Score -289571.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -289574.750000 Penalty: 2554.058105
	Iteration 34Q: 3 clusters Score -289574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -289576.937500 Penalty: 2554.058105
	Iteration 35Q: 3 clusters Score -289576.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -289580.781250 Penalty: 2554.058105
	Iteration 36Q: 3 clusters Score -289580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289588.000000 Penalty: 2554.058105
	Iteration 37Q: 3 clusters Score -289588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -289593.968750 Penalty: 2554.058105
	Iteration 38Q: 3 clusters Score -289594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -289603.875000 Penalty: 2554.058105
	Iteration 39Q: 3 clusters Score -289603.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -289609.781250 Penalty: 2554.058105
	Iteration 40F: 3 clusters Score -289609.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -289618.718750 Penalty: 2554.058105
	Iteration 41Q: 3 clusters Score -289618.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -289628.250000 Penalty: 2554.058105
	Iteration 42Q: 3 clusters Score -289628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -289637.156250 Penalty: 2554.058105
	Iteration 43Q: 3 clusters Score -289637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -289646.968750 Penalty: 2554.058105
	Iteration 44Q: 3 clusters Score -289647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -289655.218750 Penalty: 2554.058105
	Iteration 45Q: 3 clusters Score -289655.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -289671.937500 Penalty: 2554.058105
	Iteration 46Q: 3 clusters Score -289671.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -289688.250000 Penalty: 2554.058105
	Iteration 47Q: 3 clusters Score -289688.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -289699.218750 Penalty: 2554.058105
	Iteration 48Q: 3 clusters Score -289699.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -289711.593750 Penalty: 2554.058105
	Iteration 49Q: 3 clusters Score -289711.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -289720.000000 Penalty: 2554.058105
	Iteration 50Q: 3 clusters Score -289720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -289729.437500 Penalty: 2554.058105
	Iteration 51Q: 3 clusters Score -289729.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -289740.656250 Penalty: 2554.058105
	Iteration 52Q: 3 clusters Score -289740.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -289749.906250 Penalty: 2554.058105
	Iteration 53Q: 3 clusters Score -289749.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -289759.687500 Penalty: 2554.058105
	Iteration 54Q: 3 clusters Score -289759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -289762.562500 Penalty: 2554.058105
	Iteration 55Q: 3 clusters Score -289762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -289765.937500 Penalty: 2554.058105
	Iteration 56Q: 3 clusters Score -289765.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -289771.218750 Penalty: 2554.058105
	Iteration 57Q: 3 clusters Score -289771.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -289775.281250 Penalty: 2554.058105
	Iteration 58Q: 3 clusters Score -289775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -289777.562500 Penalty: 2554.058105
	Iteration 59Q: 3 clusters Score -289777.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -289780.281250 Penalty: 2554.058105
	Iteration 60F: 3 clusters Score -289780.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -289784.437500 Penalty: 2554.058105
	Iteration 61Q: 3 clusters Score -289784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -289789.750000 Penalty: 2554.058105
	Iteration 62Q: 3 clusters Score -289789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -289797.593750 Penalty: 2554.058105
	Iteration 63Q: 3 clusters Score -289797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -289806.062500 Penalty: 2554.058105
	Iteration 64Q: 3 clusters Score -289806.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -289813.625000 Penalty: 2554.058105
	Iteration 65Q: 3 clusters Score -289813.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -289815.625000 Penalty: 2554.058105
	Iteration 66Q: 3 clusters Score -289815.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -289817.625000 Penalty: 2554.058105
	Iteration 67Q: 3 clusters Score -289817.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -289818.625000 Penalty: 2554.058105
	Iteration 68Q: 3 clusters Score -289818.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -289822.125000 Penalty: 2554.058105
	Iteration 69Q: 3 clusters Score -289822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -289823.875000 Penalty: 2554.058105
	Iteration 70Q: 3 clusters Score -289823.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -289826.093750 Penalty: 2554.058105
	Iteration 71Q: 3 clusters Score -289826.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -289836.406250 Penalty: 2554.058105
	Iteration 72Q: 3 clusters Score -289836.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -289845.281250 Penalty: 2554.058105
	Iteration 73Q: 3 clusters Score -289845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -289850.031250 Penalty: 2554.058105
	Iteration 74Q: 3 clusters Score -289850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -289853.250000 Penalty: 2554.058105
	Iteration 75Q: 3 clusters Score -289853.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -289857.312500 Penalty: 2554.058105
	Iteration 76Q: 3 clusters Score -289857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -289861.718750 Penalty: 2554.058105
	Iteration 77Q: 3 clusters Score -289861.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -289865.218750 Penalty: 2554.058105
	Iteration 78Q: 3 clusters Score -289865.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -289870.250000 Penalty: 2554.058105
	Iteration 79Q: 3 clusters Score -289870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -289875.531250 Penalty: 2554.058105
	Iteration 80F: 3 clusters Score -289875.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -289881.312500 Penalty: 2554.058105
	Iteration 81Q: 3 clusters Score -289881.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -289888.500000 Penalty: 2554.058105
	Iteration 82Q: 3 clusters Score -289888.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -289890.437500 Penalty: 2554.058105
	Iteration 83Q: 3 clusters Score -289890.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -289892.625000 Penalty: 2554.058105
	Iteration 84Q: 3 clusters Score -289892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -289892.718750 Penalty: 2554.058105
	Iteration 85Q: 3 clusters Score -289892.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -289892.718750 Penalty: 2554.058105
	Iteration 86F: 3 clusters Score -289892.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Entering Unmasked Estep 
Score: -322647.750000 Penalty: 1290.807007
	Iteration 0F: 2 clusters Score -322647.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -320066.343750 Penalty: 2581.614014
	Iteration 0F: 3 clusters Score -320066.3 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -320653.906250 Penalty: 2581.614014
	Iteration 1F: 3 clusters Score -320653.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -320779.125000 Penalty: 2581.614014
	Iteration 2F: 3 clusters Score -320779.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -320854.312500 Penalty: 2581.614014
	Iteration 3Q: 3 clusters Score -320854.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -320892.968750 Penalty: 2581.614014
	Iteration 4Q: 3 clusters Score -320893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -320925.718750 Penalty: 2581.614014
	Iteration 5Q: 3 clusters Score -320925.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -320948.406250 Penalty: 2581.614014
	Iteration 6Q: 3 clusters Score -320948.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -320964.531250 Penalty: 2581.614014
	Iteration 7Q: 3 clusters Score -320964.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -320974.125000 Penalty: 2581.614014
	Iteration 8Q: 3 clusters Score -320974.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -320983.250000 Penalty: 2581.614014
	Iteration 9Q: 3 clusters Score -320983.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -320991.375000 Penalty: 2581.614014
	Iteration 10Q: 3 clusters Score -320991.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -320996.468750 Penalty: 2581.614014
	Iteration 11Q: 3 clusters Score -320996.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -321005.750000 Penalty: 2581.614014
	Iteration 12Q: 3 clusters Score -321005.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -321015.781250 Penalty: 2581.614014
	Iteration 13Q: 3 clusters Score -321015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -321023.343750 Penalty: 2581.614014
	Iteration 14Q: 3 clusters Score -321023.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -321028.406250 Penalty: 2581.614014
	Iteration 15Q: 3 clusters Score -321028.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -321032.875000 Penalty: 2581.614014
	Iteration 16Q: 3 clusters Score -321032.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -321036.468750 Penalty: 2581.614014
	Iteration 17Q: 3 clusters Score -321036.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -321039.718750 Penalty: 2581.614014
	Iteration 18Q: 3 clusters Score -321039.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -321043.593750 Penalty: 2581.614014
	Iteration 19Q: 3 clusters Score -321043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -321047.343750 Penalty: 2581.614014
	Iteration 20F: 3 clusters Score -321047.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -321053.031250 Penalty: 2581.614014
	Iteration 21Q: 3 clusters Score -321053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -321058.906250 Penalty: 2581.614014
	Iteration 22Q: 3 clusters Score -321058.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -321065.781250 Penalty: 2581.614014
	Iteration 23Q: 3 clusters Score -321065.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -321074.812500 Penalty: 2581.614014
	Iteration 24Q: 3 clusters Score -321074.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -321084.562500 Penalty: 2581.614014
	Iteration 25Q: 3 clusters Score -321084.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -321097.625000 Penalty: 2581.614014
	Iteration 26Q: 3 clusters Score -321097.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -321109.593750 Penalty: 2581.614014
	Iteration 27Q: 3 clusters Score -321109.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -321125.375000 Penalty: 2581.614014
	Iteration 28Q: 3 clusters Score -321125.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -321145.406250 Penalty: 2581.614014
	Iteration 29Q: 3 clusters Score -321145.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -321165.062500 Penalty: 2581.614014
	Iteration 30Q: 3 clusters Score -321165.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -321180.687500 Penalty: 2581.614014
	Iteration 31Q: 3 clusters Score -321180.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -321200.687500 Penalty: 2581.614014
	Iteration 32Q: 3 clusters Score -321200.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -321219.062500 Penalty: 2581.614014
	Iteration 33Q: 3 clusters Score -321219.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -321236.031250 Penalty: 2581.614014
	Iteration 34Q: 3 clusters Score -321236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -321258.031250 Penalty: 2581.614014
	Iteration 35Q: 3 clusters Score -321258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -321280.000000 Penalty: 2581.614014
	Iteration 36Q: 3 clusters Score -321280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -321305.437500 Penalty: 2581.614014
	Iteration 37Q: 3 clusters Score -321305.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -321325.468750 Penalty: 2581.614014
	Iteration 38Q: 3 clusters Score -321325.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -321348.968750 Penalty: 2581.614014
	Iteration 39Q: 3 clusters Score -321349 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -321371.218750 Penalty: 2581.614014
	Iteration 40F: 3 clusters Score -321371.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -321400.312500 Penalty: 2581.614014
	Iteration 41Q: 3 clusters Score -321400.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -321442.968750 Penalty: 2581.614014
	Iteration 42Q: 3 clusters Score -321443 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -321473.312500 Penalty: 2581.614014
	Iteration 43Q: 3 clusters Score -321473.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -321497.125000 Penalty: 2581.614014
	Iteration 44Q: 3 clusters Score -321497.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -321509.375000 Penalty: 2581.614014
	Iteration 45Q: 3 clusters Score -321509.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -321514.437500 Penalty: 2581.614014
	Iteration 46Q: 3 clusters Score -321514.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -321516.531250 Penalty: 2581.614014
	Iteration 47Q: 3 clusters Score -321516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -321518.781250 Penalty: 2581.614014
	Iteration 48Q: 3 clusters Score -321518.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -321518.781250 Penalty: 2581.614014
	Iteration 49F: 3 clusters Score -321518.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Entering Unmasked Estep 
Score: -838061.375000 Penalty: 1448.036011
	Iteration 0F: 2 clusters Score -838061.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -832547.812500 Penalty: 2896.072021
	Iteration 0F: 3 clusters Score -832547.8 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -834210.062500 Penalty: 2896.072021
	Iteration 1F: 3 clusters Score -834210.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -834562.062500 Penalty: 2896.072021
	Iteration 2F: 3 clusters Score -834562.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -834886.875000 Penalty: 2896.072021
	Iteration 3F: 3 clusters Score -834886.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -835193.187500 Penalty: 2896.072021
	Iteration 4F: 3 clusters Score -835193.2 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -835449.562500 Penalty: 2896.072021
	Iteration 5F: 3 clusters Score -835449.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -835670.750000 Penalty: 2896.072021
	Iteration 6Q: 3 clusters Score -835670.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -835874.125000 Penalty: 2896.072021
	Iteration 7Q: 3 clusters Score -835874.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -836078.812500 Penalty: 2896.072021
	Iteration 8Q: 3 clusters Score -836078.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -836288.625000 Penalty: 2896.072021
	Iteration 9Q: 3 clusters Score -836288.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -836492.000000 Penalty: 2896.072021
	Iteration 10Q: 3 clusters Score -836492 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -836657.687500 Penalty: 2896.072021
	Iteration 11Q: 3 clusters Score -836657.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -836808.687500 Penalty: 2896.072021
	Iteration 12Q: 3 clusters Score -836808.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -836918.875000 Penalty: 2896.072021
	Iteration 13Q: 3 clusters Score -836918.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -837003.687500 Penalty: 2896.072021
	Iteration 14Q: 3 clusters Score -837003.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -837082.687500 Penalty: 2896.072021
	Iteration 15Q: 3 clusters Score -837082.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -837127.625000 Penalty: 2896.072021
	Iteration 16Q: 3 clusters Score -837127.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -837149.625000 Penalty: 2896.072021
	Iteration 17Q: 3 clusters Score -837149.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -837168.375000 Penalty: 2896.072021
	Iteration 18Q: 3 clusters Score -837168.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -837181.937500 Penalty: 2896.072021
	Iteration 19Q: 3 clusters Score -837181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -837191.750000 Penalty: 2896.072021
	Iteration 20F: 3 clusters Score -837191.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -837200.250000 Penalty: 2896.072021
	Iteration 21Q: 3 clusters Score -837200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -837204.875000 Penalty: 2896.072021
	Iteration 22Q: 3 clusters Score -837204.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -837207.187500 Penalty: 2896.072021
	Iteration 23Q: 3 clusters Score -837207.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -837211.687500 Penalty: 2896.072021
	Iteration 24Q: 3 clusters Score -837211.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -837213.937500 Penalty: 2896.072021
	Iteration 25Q: 3 clusters Score -837213.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -837212.937500 Penalty: 2896.072021
	Iteration 26Q: 3 clusters Score -837212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -837213.562500 Penalty: 2896.072021
	Iteration 27Q: 3 clusters Score -837213.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -837213.562500 Penalty: 2896.072021
	Iteration 28F: 3 clusters Score -837213.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Entering Unmasked Estep 
Score: -903040.312500 Penalty: 1457.426514
	Iteration 0F: 2 clusters Score -903040.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -897239.750000 Penalty: 2914.853027
	Iteration 0F: 3 clusters Score -897239.8 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -899046.750000 Penalty: 2914.853027
	Iteration 1F: 3 clusters Score -899046.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -899297.250000 Penalty: 2914.853027
	Iteration 2F: 3 clusters Score -899297.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -899488.000000 Penalty: 2914.853027
	Iteration 3F: 3 clusters Score -899488 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -899650.625000 Penalty: 2914.853027
	Iteration 4Q: 3 clusters Score -899650.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -899779.437500 Penalty: 2914.853027
	Iteration 5Q: 3 clusters Score -899779.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -899883.625000 Penalty: 2914.853027
	Iteration 6Q: 3 clusters Score -899883.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -899976.625000 Penalty: 2914.853027
	Iteration 7Q: 3 clusters Score -899976.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -900072.250000 Penalty: 2914.853027
	Iteration 8Q: 3 clusters Score -900072.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -900163.375000 Penalty: 2914.853027
	Iteration 9Q: 3 clusters Score -900163.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -900245.812500 Penalty: 2914.853027
	Iteration 10Q: 3 clusters Score -900245.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -900315.562500 Penalty: 2914.853027
	Iteration 11Q: 3 clusters Score -900315.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -900383.437500 Penalty: 2914.853027
	Iteration 12Q: 3 clusters Score -900383.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -900451.687500 Penalty: 2914.853027
	Iteration 13Q: 3 clusters Score -900451.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -900531.000000 Penalty: 2914.853027
	Iteration 14Q: 3 clusters Score -900531 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -900616.375000 Penalty: 2914.853027
	Iteration 15Q: 3 clusters Score -900616.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -900720.687500 Penalty: 2914.853027
	Iteration 16Q: 3 clusters Score -900720.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -900821.375000 Penalty: 2914.853027
	Iteration 17Q: 3 clusters Score -900821.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -900912.250000 Penalty: 2914.853027
	Iteration 18Q: 3 clusters Score -900912.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -901020.312500 Penalty: 2914.853027
	Iteration 19Q: 3 clusters Score -901020.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -901126.062500 Penalty: 2914.853027
	Iteration 20F: 3 clusters Score -901126.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -901223.437500 Penalty: 2914.853027
	Iteration 21Q: 3 clusters Score -901223.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -901317.187500 Penalty: 2914.853027
	Iteration 22Q: 3 clusters Score -901317.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -901392.250000 Penalty: 2914.853027
	Iteration 23Q: 3 clusters Score -901392.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -901452.125000 Penalty: 2914.853027
	Iteration 24Q: 3 clusters Score -901452.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -901502.375000 Penalty: 2914.853027
	Iteration 25Q: 3 clusters Score -901502.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -901548.250000 Penalty: 2914.853027
	Iteration 26Q: 3 clusters Score -901548.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -901590.000000 Penalty: 2914.853027
	Iteration 27Q: 3 clusters Score -901590 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -901619.312500 Penalty: 2914.853027
	Iteration 28Q: 3 clusters Score -901619.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -901649.875000 Penalty: 2914.853027
	Iteration 29Q: 3 clusters Score -901649.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -901670.875000 Penalty: 2914.853027
	Iteration 30Q: 3 clusters Score -901670.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -901684.937500 Penalty: 2914.853027
	Iteration 31Q: 3 clusters Score -901684.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -901697.375000 Penalty: 2914.853027
	Iteration 32Q: 3 clusters Score -901697.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -901704.187500 Penalty: 2914.853027
	Iteration 33Q: 3 clusters Score -901704.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -901711.312500 Penalty: 2914.853027
	Iteration 34Q: 3 clusters Score -901711.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -901724.125000 Penalty: 2914.853027
	Iteration 35Q: 3 clusters Score -901724.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -901735.000000 Penalty: 2914.853027
	Iteration 36Q: 3 clusters Score -901735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -901741.375000 Penalty: 2914.853027
	Iteration 37Q: 3 clusters Score -901741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -901747.500000 Penalty: 2914.853027
	Iteration 38Q: 3 clusters Score -901747.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -901754.250000 Penalty: 2914.853027
	Iteration 39Q: 3 clusters Score -901754.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -901756.625000 Penalty: 2914.853027
	Iteration 40F: 3 clusters Score -901756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -901761.625000 Penalty: 2914.853027
	Iteration 41Q: 3 clusters Score -901761.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -901763.500000 Penalty: 2914.853027
	Iteration 42Q: 3 clusters Score -901763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -901766.250000 Penalty: 2914.853027
	Iteration 43Q: 3 clusters Score -901766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -901768.062500 Penalty: 2914.853027
	Iteration 44Q: 3 clusters Score -901768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -901769.875000 Penalty: 2914.853027
	Iteration 45Q: 3 clusters Score -901769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -901770.500000 Penalty: 2914.853027
	Iteration 46Q: 3 clusters Score -901770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -901770.500000 Penalty: 2914.853027
	Iteration 47F: 3 clusters Score -901770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Entering Unmasked Estep 
Score: -737851.625000 Penalty: 1425.019653
	Iteration 0F: 2 clusters Score -737851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -732942.375000 Penalty: 2850.039307
	Iteration 0F: 3 clusters Score -732942.4 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -734339.500000 Penalty: 2850.039307
	Iteration 1F: 3 clusters Score -734339.5 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -734558.125000 Penalty: 2850.039307
	Iteration 2F: 3 clusters Score -734558.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -734746.750000 Penalty: 2850.039307
	Iteration 3F: 3 clusters Score -734746.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -734921.062500 Penalty: 2850.039307
	Iteration 4F: 3 clusters Score -734921.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -735089.250000 Penalty: 2850.039307
	Iteration 5Q: 3 clusters Score -735089.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -735203.312500 Penalty: 2850.039307
	Iteration 6Q: 3 clusters Score -735203.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -735328.625000 Penalty: 2850.039307
	Iteration 7Q: 3 clusters Score -735328.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -735447.250000 Penalty: 2850.039307
	Iteration 8Q: 3 clusters Score -735447.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -735590.625000 Penalty: 2850.039307
	Iteration 9Q: 3 clusters Score -735590.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -735729.625000 Penalty: 2850.039307
	Iteration 10Q: 3 clusters Score -735729.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -735874.687500 Penalty: 2850.039307
	Iteration 11Q: 3 clusters Score -735874.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -736001.500000 Penalty: 2850.039307
	Iteration 12Q: 3 clusters Score -736001.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -736138.000000 Penalty: 2850.039307
	Iteration 13Q: 3 clusters Score -736138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -736243.687500 Penalty: 2850.039307
	Iteration 14Q: 3 clusters Score -736243.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -736319.625000 Penalty: 2850.039307
	Iteration 15Q: 3 clusters Score -736319.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -736376.312500 Penalty: 2850.039307
	Iteration 16Q: 3 clusters Score -736376.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -736420.562500 Penalty: 2850.039307
	Iteration 17Q: 3 clusters Score -736420.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -736466.250000 Penalty: 2850.039307
	Iteration 18Q: 3 clusters Score -736466.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -736502.687500 Penalty: 2850.039307
	Iteration 19Q: 3 clusters Score -736502.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -736529.625000 Penalty: 2850.039307
	Iteration 20F: 3 clusters Score -736529.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -736551.187500 Penalty: 2850.039307
	Iteration 21Q: 3 clusters Score -736551.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -736571.750000 Penalty: 2850.039307
	Iteration 22Q: 3 clusters Score -736571.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -736585.062500 Penalty: 2850.039307
	Iteration 23Q: 3 clusters Score -736585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -736592.250000 Penalty: 2850.039307
	Iteration 24Q: 3 clusters Score -736592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -736594.437500 Penalty: 2850.039307
	Iteration 25Q: 3 clusters Score -736594.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -736600.125000 Penalty: 2850.039307
	Iteration 26Q: 3 clusters Score -736600.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -736603.437500 Penalty: 2850.039307
	Iteration 27Q: 3 clusters Score -736603.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -736610.375000 Penalty: 2850.039307
	Iteration 28Q: 3 clusters Score -736610.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -736618.437500 Penalty: 2850.039307
	Iteration 29Q: 3 clusters Score -736618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -736625.000000 Penalty: 2850.039307
	Iteration 30Q: 3 clusters Score -736625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -736628.312500 Penalty: 2850.039307
	Iteration 31Q: 3 clusters Score -736628.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -736630.562500 Penalty: 2850.039307
	Iteration 32Q: 3 clusters Score -736630.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -736631.312500 Penalty: 2850.039307
	Iteration 33Q: 3 clusters Score -736631.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -736631.312500 Penalty: 2850.039307
	Iteration 34F: 3 clusters Score -736631.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -414923.968750 Penalty: 1333.525391
	Iteration 0F: 2 clusters Score -414924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -411826.531250 Penalty: 2667.050781
	Iteration 0F: 3 clusters Score -411826.5 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -412651.937500 Penalty: 2667.050781
	Iteration 1F: 3 clusters Score -412651.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -412842.343750 Penalty: 2667.050781
	Iteration 2F: 3 clusters Score -412842.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -412968.343750 Penalty: 2667.050781
	Iteration 3F: 3 clusters Score -412968.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413056.656250 Penalty: 2667.050781
	Iteration 4Q: 3 clusters Score -413056.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -413138.687500 Penalty: 2667.050781
	Iteration 5Q: 3 clusters Score -413138.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -413185.687500 Penalty: 2667.050781
	Iteration 6Q: 3 clusters Score -413185.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -413224.968750 Penalty: 2667.050781
	Iteration 7Q: 3 clusters Score -413225 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -413254.218750 Penalty: 2667.050781
	Iteration 8Q: 3 clusters Score -413254.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -413284.406250 Penalty: 2667.050781
	Iteration 9Q: 3 clusters Score -413284.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -413320.031250 Penalty: 2667.050781
	Iteration 10Q: 3 clusters Score -413320 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -413352.593750 Penalty: 2667.050781
	Iteration 11Q: 3 clusters Score -413352.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -413382.406250 Penalty: 2667.050781
	Iteration 12Q: 3 clusters Score -413382.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -413410.531250 Penalty: 2667.050781
	Iteration 13Q: 3 clusters Score -413410.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -413439.781250 Penalty: 2667.050781
	Iteration 14Q: 3 clusters Score -413439.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -413476.062500 Penalty: 2667.050781
	Iteration 15Q: 3 clusters Score -413476.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -413521.531250 Penalty: 2667.050781
	Iteration 16Q: 3 clusters Score -413521.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -413573.781250 Penalty: 2667.050781
	Iteration 17Q: 3 clusters Score -413573.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -413615.375000 Penalty: 2667.050781
	Iteration 18Q: 3 clusters Score -413615.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -413653.750000 Penalty: 2667.050781
	Iteration 19Q: 3 clusters Score -413653.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -413692.156250 Penalty: 2667.050781
	Iteration 20F: 3 clusters Score -413692.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -413723.718750 Penalty: 2667.050781
	Iteration 21Q: 3 clusters Score -413723.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -413750.281250 Penalty: 2667.050781
	Iteration 22Q: 3 clusters Score -413750.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -413774.625000 Penalty: 2667.050781
	Iteration 23Q: 3 clusters Score -413774.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -413802.812500 Penalty: 2667.050781
	Iteration 24Q: 3 clusters Score -413802.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -413833.031250 Penalty: 2667.050781
	Iteration 25Q: 3 clusters Score -413833 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -413862.500000 Penalty: 2667.050781
	Iteration 26Q: 3 clusters Score -413862.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -413891.625000 Penalty: 2667.050781
	Iteration 27Q: 3 clusters Score -413891.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -413918.625000 Penalty: 2667.050781
	Iteration 28Q: 3 clusters Score -413918.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -413936.031250 Penalty: 2667.050781
	Iteration 29Q: 3 clusters Score -413936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -413952.937500 Penalty: 2667.050781
	Iteration 30Q: 3 clusters Score -413952.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -413970.281250 Penalty: 2667.050781
	Iteration 31Q: 3 clusters Score -413970.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -413985.468750 Penalty: 2667.050781
	Iteration 32Q: 3 clusters Score -413985.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -414000.031250 Penalty: 2667.050781
	Iteration 33Q: 3 clusters Score -414000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -414013.875000 Penalty: 2667.050781
	Iteration 34Q: 3 clusters Score -414013.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -414029.375000 Penalty: 2667.050781
	Iteration 35Q: 3 clusters Score -414029.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -414047.656250 Penalty: 2667.050781
	Iteration 36Q: 3 clusters Score -414047.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -414064.750000 Penalty: 2667.050781
	Iteration 37Q: 3 clusters Score -414064.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -414083.500000 Penalty: 2667.050781
	Iteration 38Q: 3 clusters Score -414083.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -414097.218750 Penalty: 2667.050781
	Iteration 39Q: 3 clusters Score -414097.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -414108.062500 Penalty: 2667.050781
	Iteration 40F: 3 clusters Score -414108.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -414115.562500 Penalty: 2667.050781
	Iteration 41Q: 3 clusters Score -414115.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -414119.125000 Penalty: 2667.050781
	Iteration 42Q: 3 clusters Score -414119.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -414120.781250 Penalty: 2667.050781
	Iteration 43Q: 3 clusters Score -414120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -414122.937500 Penalty: 2667.050781
	Iteration 44Q: 3 clusters Score -414122.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -414124.812500 Penalty: 2667.050781
	Iteration 45Q: 3 clusters Score -414124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -414127.500000 Penalty: 2667.050781
	Iteration 46Q: 3 clusters Score -414127.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -414130.406250 Penalty: 2667.050781
	Iteration 47Q: 3 clusters Score -414130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -414131.312500 Penalty: 2667.050781
	Iteration 48Q: 3 clusters Score -414131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -414131.875000 Penalty: 2667.050781
	Iteration 49Q: 3 clusters Score -414131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -414133.031250 Penalty: 2667.050781
	Iteration 50Q: 3 clusters Score -414133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -414134.562500 Penalty: 2667.050781
	Iteration 51Q: 3 clusters Score -414134.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -414134.968750 Penalty: 2667.050781
	Iteration 52Q: 3 clusters Score -414135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -414134.968750 Penalty: 2667.050781
	Iteration 53F: 3 clusters Score -414135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Entering Unmasked Estep 
Score: -1139122.625000 Penalty: 1497.604004
	Iteration 0F: 2 clusters Score -1139123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1131868.375000 Penalty: 2995.208008
	Iteration 0F: 3 clusters Score -1131868 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1134227.500000 Penalty: 2995.208008
	Iteration 1F: 3 clusters Score -1134228 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1134503.500000 Penalty: 2995.208008
	Iteration 2F: 3 clusters Score -1134504 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1134744.500000 Penalty: 2995.208008
	Iteration 3F: 3 clusters Score -1134744 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1135055.250000 Penalty: 2995.208008
	Iteration 4F: 3 clusters Score -1135055 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1135446.000000 Penalty: 2995.208008
	Iteration 5F: 3 clusters Score -1135446 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1135878.500000 Penalty: 2995.208008
	Iteration 6F: 3 clusters Score -1135878 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1136333.500000 Penalty: 2995.208008
	Iteration 7F: 3 clusters Score -1136334 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1136680.625000 Penalty: 2995.208008
	Iteration 8F: 3 clusters Score -1136681 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1136952.750000 Penalty: 2995.208008
	Iteration 9Q: 3 clusters Score -1136953 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1137141.000000 Penalty: 2995.208008
	Iteration 10Q: 3 clusters Score -1137141 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1137271.500000 Penalty: 2995.208008
	Iteration 11Q: 3 clusters Score -1137272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1137368.250000 Penalty: 2995.208008
	Iteration 12Q: 3 clusters Score -1137368 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1137467.250000 Penalty: 2995.208008
	Iteration 13Q: 3 clusters Score -1137467 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1137568.250000 Penalty: 2995.208008
	Iteration 14Q: 3 clusters Score -1137568 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1137671.250000 Penalty: 2995.208008
	Iteration 15Q: 3 clusters Score -1137671 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1137770.500000 Penalty: 2995.208008
	Iteration 16Q: 3 clusters Score -1137770 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1137865.250000 Penalty: 2995.208008
	Iteration 17Q: 3 clusters Score -1137865 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1137943.875000 Penalty: 2995.208008
	Iteration 18Q: 3 clusters Score -1137944 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1138003.250000 Penalty: 2995.208008
	Iteration 19Q: 3 clusters Score -1138003 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1138043.375000 Penalty: 2995.208008
	Iteration 20F: 3 clusters Score -1138043 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1138071.875000 Penalty: 2995.208008
	Iteration 21Q: 3 clusters Score -1138072 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1138090.625000 Penalty: 2995.208008
	Iteration 22Q: 3 clusters Score -1138091 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1138106.125000 Penalty: 2995.208008
	Iteration 23Q: 3 clusters Score -1138106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1138117.125000 Penalty: 2995.208008
	Iteration 24Q: 3 clusters Score -1138117 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1138128.875000 Penalty: 2995.208008
	Iteration 25Q: 3 clusters Score -1138129 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1138143.250000 Penalty: 2995.208008
	Iteration 26Q: 3 clusters Score -1138143 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1138156.375000 Penalty: 2995.208008
	Iteration 27Q: 3 clusters Score -1138156 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1138171.750000 Penalty: 2995.208008
	Iteration 28Q: 3 clusters Score -1138172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1138180.875000 Penalty: 2995.208008
	Iteration 29Q: 3 clusters Score -1138181 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1138193.000000 Penalty: 2995.208008
	Iteration 30Q: 3 clusters Score -1138193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1138194.250000 Penalty: 2995.208008
	Iteration 31Q: 3 clusters Score -1138194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1138200.625000 Penalty: 2995.208008
	Iteration 32Q: 3 clusters Score -1138201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1138200.625000 Penalty: 2995.208008
	Iteration 33Q: 3 clusters Score -1138201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1138208.500000 Penalty: 2995.208008
	Iteration 34Q: 3 clusters Score -1138208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1138209.000000 Penalty: 2995.208008
	Iteration 35Q: 3 clusters Score -1138209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1138208.125000 Penalty: 2995.208008
	Iteration 36Q: 3 clusters Score -1138208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1138209.250000 Penalty: 2995.208008
	Iteration 37Q: 3 clusters Score -1138209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1138210.750000 Penalty: 2995.208008
	Iteration 38Q: 3 clusters Score -1138211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1138212.000000 Penalty: 2995.208008
	Iteration 39Q: 3 clusters Score -1138212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1138213.375000 Penalty: 2995.208008
	Iteration 40F: 3 clusters Score -1138213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1138214.125000 Penalty: 2995.208008
	Iteration 41Q: 3 clusters Score -1138214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1138213.875000 Penalty: 2995.208008
	Iteration 42Q: 3 clusters Score -1138214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1138214.875000 Penalty: 2995.208008
	Iteration 43Q: 3 clusters Score -1138215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1138220.000000 Penalty: 2995.208008
	Iteration 44Q: 3 clusters Score -1138220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1138218.875000 Penalty: 2995.208008
	Iteration 45Q: 3 clusters Score -1138219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1138218.375000 Penalty: 2995.208008
	Iteration 46Q: 3 clusters Score -1138218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -1138220.000000 Penalty: 2995.208008
	Iteration 47Q: 3 clusters Score -1138220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1138221.125000 Penalty: 2995.208008
	Iteration 48Q: 3 clusters Score -1138221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1138220.500000 Penalty: 2995.208008
	Iteration 49Q: 3 clusters Score -1138220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1138222.250000 Penalty: 2995.208008
	Iteration 50Q: 3 clusters Score -1138222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1138220.000000 Penalty: 2995.208008
	Iteration 51Q: 3 clusters Score -1138220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1138220.000000 Penalty: 2995.208008
	Iteration 52F: 3 clusters Score -1138220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -37728.550781 Penalty: 1032.585205
	Iteration 0F: 2 clusters Score -37728.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -36755.128906 Penalty: 2065.170410
	Iteration 0F: 3 clusters Score -36755.13 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -37082.324219 Penalty: 2065.170410
	Iteration 1F: 3 clusters Score -37082.32 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -37176.757812 Penalty: 2065.170410
	Iteration 2F: 3 clusters Score -37176.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -37252.699219 Penalty: 2065.170410
	Iteration 3Q: 3 clusters Score -37252.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -37360.664062 Penalty: 2065.170410
	Iteration 4F: 3 clusters Score -37360.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -37469.175781 Penalty: 2065.170410
	Iteration 5F: 3 clusters Score -37469.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -37518.011719 Penalty: 2065.170410
	Iteration 6Q: 3 clusters Score -37518.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -37547.609375 Penalty: 2065.170410
	Iteration 7Q: 3 clusters Score -37547.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -37561.109375 Penalty: 2065.170410
	Iteration 8Q: 3 clusters Score -37561.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -37564.449219 Penalty: 2065.170410
	Iteration 9Q: 3 clusters Score -37564.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -37565.519531 Penalty: 2065.170410
	Iteration 10Q: 3 clusters Score -37565.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37566.937500 Penalty: 2065.170410
	Iteration 11Q: 3 clusters Score -37566.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -37566.937500 Penalty: 2065.170410
	Iteration 12F: 3 clusters Score -37566.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -589064.187500 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -589064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -585004.062500 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -585004.1 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -586237.875000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -586237.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -586474.750000 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -586474.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -586636.500000 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -586636.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -586765.250000 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -586765.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -586910.312500 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -586910.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -587064.250000 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -587064.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -587243.375000 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -587243.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -587438.812500 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -587438.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -587592.000000 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -587592 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -587716.937500 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -587716.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -587800.375000 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -587800.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -587863.875000 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -587863.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -587898.500000 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -587898.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -587922.562500 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -587922.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -587935.937500 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -587935.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -587952.187500 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -587952.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -587963.062500 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -587963.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -587968.562500 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -587968.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -587975.125000 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -587975.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -587982.500000 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -587982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -587986.312500 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -587986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -587988.375000 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -587988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -587988.312500 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -587988.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -587988.312500 Penalty: 2776.429932
	Iteration 24F: 3 clusters Score -587988.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -119295.648438 Penalty: 1136.066284
	Iteration 0F: 2 clusters Score -119295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -117799.500000 Penalty: 2272.132568
	Iteration 0F: 3 clusters Score -117799.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118105.203125 Penalty: 2272.132568
	Iteration 1F: 3 clusters Score -118105.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118207.421875 Penalty: 2272.132568
	Iteration 2F: 3 clusters Score -118207.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118258.976562 Penalty: 2272.132568
	Iteration 3Q: 3 clusters Score -118259 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118306.132812 Penalty: 2272.132568
	Iteration 4Q: 3 clusters Score -118306.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -118344.406250 Penalty: 2272.132568
	Iteration 5Q: 3 clusters Score -118344.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -118373.484375 Penalty: 2272.132568
	Iteration 6Q: 3 clusters Score -118373.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118408.437500 Penalty: 2272.132568
	Iteration 7Q: 3 clusters Score -118408.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -118429.257812 Penalty: 2272.132568
	Iteration 8Q: 3 clusters Score -118429.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -118446.906250 Penalty: 2272.132568
	Iteration 9Q: 3 clusters Score -118446.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -118460.765625 Penalty: 2272.132568
	Iteration 10Q: 3 clusters Score -118460.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -118469.296875 Penalty: 2272.132568
	Iteration 11Q: 3 clusters Score -118469.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118474.890625 Penalty: 2272.132568
	Iteration 12Q: 3 clusters Score -118474.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -118484.234375 Penalty: 2272.132568
	Iteration 13Q: 3 clusters Score -118484.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118489.328125 Penalty: 2272.132568
	Iteration 14Q: 3 clusters Score -118489.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -118497.054688 Penalty: 2272.132568
	Iteration 15Q: 3 clusters Score -118497.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -118501.203125 Penalty: 2272.132568
	Iteration 16Q: 3 clusters Score -118501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118504.359375 Penalty: 2272.132568
	Iteration 17Q: 3 clusters Score -118504.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118505.992188 Penalty: 2272.132568
	Iteration 18Q: 3 clusters Score -118506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -118507.968750 Penalty: 2272.132568
	Iteration 19Q: 3 clusters Score -118508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -118510.750000 Penalty: 2272.132568
	Iteration 20F: 3 clusters Score -118510.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118511.835938 Penalty: 2272.132568
	Iteration 21Q: 3 clusters Score -118511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -118512.171875 Penalty: 2272.132568
	Iteration 22Q: 3 clusters Score -118512.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118513.132812 Penalty: 2272.132568
	Iteration 23Q: 3 clusters Score -118513.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -118513.132812 Penalty: 2272.132568
	Iteration 24F: 3 clusters Score -118513.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Entering Unmasked Estep 
Score: -194842.703125 Penalty: 1214.096558
	Iteration 0F: 2 clusters Score -194842.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192898.218750 Penalty: 2428.193115
	Iteration 0F: 3 clusters Score -192898.2 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -193314.578125 Penalty: 2428.193115
	Iteration 1F: 3 clusters Score -193314.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -193405.234375 Penalty: 2428.193115
	Iteration 2F: 3 clusters Score -193405.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -193455.031250 Penalty: 2428.193115
	Iteration 3Q: 3 clusters Score -193455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -193504.734375 Penalty: 2428.193115
	Iteration 4Q: 3 clusters Score -193504.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -193567.359375 Penalty: 2428.193115
	Iteration 5Q: 3 clusters Score -193567.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -193640.828125 Penalty: 2428.193115
	Iteration 6Q: 3 clusters Score -193640.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -193725.281250 Penalty: 2428.193115
	Iteration 7Q: 3 clusters Score -193725.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -193856.390625 Penalty: 2428.193115
	Iteration 8Q: 3 clusters Score -193856.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -194035.921875 Penalty: 2428.193115
	Iteration 9F: 3 clusters Score -194035.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -194197.531250 Penalty: 2428.193115
	Iteration 10F: 3 clusters Score -194197.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -194282.750000 Penalty: 2428.193115
	Iteration 11Q: 3 clusters Score -194282.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -194334.406250 Penalty: 2428.193115
	Iteration 12Q: 3 clusters Score -194334.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -194382.921875 Penalty: 2428.193115
	Iteration 13Q: 3 clusters Score -194382.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -194403.843750 Penalty: 2428.193115
	Iteration 14Q: 3 clusters Score -194403.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -194415.156250 Penalty: 2428.193115
	Iteration 15Q: 3 clusters Score -194415.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -194420.187500 Penalty: 2428.193115
	Iteration 16Q: 3 clusters Score -194420.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -194423.703125 Penalty: 2428.193115
	Iteration 17Q: 3 clusters Score -194423.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -194425.546875 Penalty: 2428.193115
	Iteration 18Q: 3 clusters Score -194425.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -194428.671875 Penalty: 2428.193115
	Iteration 19Q: 3 clusters Score -194428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -194431.812500 Penalty: 2428.193115
	Iteration 20F: 3 clusters Score -194431.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Entering Unmasked Estep 
Score: -1082112.625000 Penalty: 1485.793701
	Iteration 0F: 2 clusters Score -1082113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1075379.125000 Penalty: 2971.587402
	Iteration 0F: 3 clusters Score -1075379 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1077497.375000 Penalty: 2971.587402
	Iteration 1F: 3 clusters Score -1077497 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1077752.125000 Penalty: 2971.587402
	Iteration 2F: 3 clusters Score -1077752 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1077957.875000 Penalty: 2971.587402
	Iteration 3Q: 3 clusters Score -1077958 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1078187.500000 Penalty: 2971.587402
	Iteration 4Q: 3 clusters Score -1078188 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1078456.375000 Penalty: 2971.587402
	Iteration 5F: 3 clusters Score -1078456 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1078813.000000 Penalty: 2971.587402
	Iteration 6F: 3 clusters Score -1078813 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1079258.750000 Penalty: 2971.587402
	Iteration 7F: 3 clusters Score -1079259 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1079768.375000 Penalty: 2971.587402
	Iteration 8F: 3 clusters Score -1079768 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1080203.250000 Penalty: 2971.587402
	Iteration 9F: 3 clusters Score -1080203 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1080485.250000 Penalty: 2971.587402
	Iteration 10Q: 3 clusters Score -1080485 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1080641.875000 Penalty: 2971.587402
	Iteration 11Q: 3 clusters Score -1080642 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1080728.000000 Penalty: 2971.587402
	Iteration 12Q: 3 clusters Score -1080728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1080780.875000 Penalty: 2971.587402
	Iteration 13Q: 3 clusters Score -1080781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -1080810.375000 Penalty: 2971.587402
	Iteration 14Q: 3 clusters Score -1080810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1080831.500000 Penalty: 2971.587402
	Iteration 15Q: 3 clusters Score -1080832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1080844.125000 Penalty: 2971.587402
	Iteration 16Q: 3 clusters Score -1080844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1080851.625000 Penalty: 2971.587402
	Iteration 17Q: 3 clusters Score -1080852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1080858.500000 Penalty: 2971.587402
	Iteration 18Q: 3 clusters Score -1080858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1080866.750000 Penalty: 2971.587402
	Iteration 19Q: 3 clusters Score -1080867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1080871.250000 Penalty: 2971.587402
	Iteration 20F: 3 clusters Score -1080871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1080876.500000 Penalty: 2971.587402
	Iteration 21Q: 3 clusters Score -1080876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1080875.750000 Penalty: 2971.587402
	Iteration 22Q: 3 clusters Score -1080876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1080877.625000 Penalty: 2971.587402
	Iteration 23Q: 3 clusters Score -1080878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1080879.000000 Penalty: 2971.587402
	Iteration 24Q: 3 clusters Score -1080879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1080879.000000 Penalty: 2971.587402
	Iteration 25F: 3 clusters Score -1080879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Entering Unmasked Estep 
Score: -378941.375000 Penalty: 1319.305542
	Iteration 0F: 2 clusters Score -378941.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -376012.218750 Penalty: 2638.611084
	Iteration 0F: 3 clusters Score -376012.2 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -376681.031250 Penalty: 2638.611084
	Iteration 1F: 3 clusters Score -376681 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -376803.093750 Penalty: 2638.611084
	Iteration 2F: 3 clusters Score -376803.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -376870.125000 Penalty: 2638.611084
	Iteration 3Q: 3 clusters Score -376870.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -376924.937500 Penalty: 2638.611084
	Iteration 4Q: 3 clusters Score -376924.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -376975.468750 Penalty: 2638.611084
	Iteration 5Q: 3 clusters Score -376975.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -377024.375000 Penalty: 2638.611084
	Iteration 6Q: 3 clusters Score -377024.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -377064.000000 Penalty: 2638.611084
	Iteration 7Q: 3 clusters Score -377064 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -377111.812500 Penalty: 2638.611084
	Iteration 8Q: 3 clusters Score -377111.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -377171.906250 Penalty: 2638.611084
	Iteration 9Q: 3 clusters Score -377171.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -377223.218750 Penalty: 2638.611084
	Iteration 10Q: 3 clusters Score -377223.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -377294.156250 Penalty: 2638.611084
	Iteration 11Q: 3 clusters Score -377294.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -377371.500000 Penalty: 2638.611084
	Iteration 12Q: 3 clusters Score -377371.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -377470.625000 Penalty: 2638.611084
	Iteration 13Q: 3 clusters Score -377470.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -377566.906250 Penalty: 2638.611084
	Iteration 14Q: 3 clusters Score -377566.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -377642.531250 Penalty: 2638.611084
	Iteration 15Q: 3 clusters Score -377642.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -377716.937500 Penalty: 2638.611084
	Iteration 16Q: 3 clusters Score -377716.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -377808.156250 Penalty: 2638.611084
	Iteration 17Q: 3 clusters Score -377808.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -377914.875000 Penalty: 2638.611084
	Iteration 18Q: 3 clusters Score -377914.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -378020.031250 Penalty: 2638.611084
	Iteration 19Q: 3 clusters Score -378020 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -378112.562500 Penalty: 2638.611084
	Iteration 20F: 3 clusters Score -378112.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -378166.406250 Penalty: 2638.611084
	Iteration 21Q: 3 clusters Score -378166.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -378201.625000 Penalty: 2638.611084
	Iteration 22Q: 3 clusters Score -378201.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -378216.343750 Penalty: 2638.611084
	Iteration 23Q: 3 clusters Score -378216.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -378224.812500 Penalty: 2638.611084
	Iteration 24Q: 3 clusters Score -378224.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -378234.281250 Penalty: 2638.611084
	Iteration 25Q: 3 clusters Score -378234.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -378242.625000 Penalty: 2638.611084
	Iteration 26Q: 3 clusters Score -378242.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -378245.406250 Penalty: 2638.611084
	Iteration 27Q: 3 clusters Score -378245.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -378248.531250 Penalty: 2638.611084
	Iteration 28Q: 3 clusters Score -378248.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -378249.281250 Penalty: 2638.611084
	Iteration 29Q: 3 clusters Score -378249.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -378250.187500 Penalty: 2638.611084
	Iteration 30Q: 3 clusters Score -378250.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -378250.875000 Penalty: 2638.611084
	Iteration 31Q: 3 clusters Score -378250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -378252.187500 Penalty: 2638.611084
	Iteration 32Q: 3 clusters Score -378252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -378253.781250 Penalty: 2638.611084
	Iteration 33Q: 3 clusters Score -378253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -378255.156250 Penalty: 2638.611084
	Iteration 34Q: 3 clusters Score -378255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -378255.093750 Penalty: 2638.611084
	Iteration 35Q: 3 clusters Score -378255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -378255.093750 Penalty: 2638.611084
	Iteration 36F: 3 clusters Score -378255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Entering Unmasked Estep 
Score: -62563.210938 Penalty: 964.420288
	Iteration 0F: 2 clusters Score -62563.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61618.234375 Penalty: 1928.840576
	Iteration 0F: 3 clusters Score -61618.23 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61743.296875 Penalty: 1928.840576
	Iteration 1F: 3 clusters Score -61743.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61779.609375 Penalty: 1928.840576
	Iteration 2Q: 3 clusters Score -61779.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61800.085938 Penalty: 1928.840576
	Iteration 3Q: 3 clusters Score -61800.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61807.914062 Penalty: 1928.840576
	Iteration 4Q: 3 clusters Score -61807.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61813.511719 Penalty: 1928.840576
	Iteration 5Q: 3 clusters Score -61813.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61815.730469 Penalty: 1928.840576
	Iteration 6Q: 3 clusters Score -61815.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61817.300781 Penalty: 1928.840576
	Iteration 7Q: 3 clusters Score -61817.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61819.046875 Penalty: 1928.840576
	Iteration 8Q: 3 clusters Score -61819.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61819.046875 Penalty: 1928.840576
	Iteration 9F: 3 clusters Score -61819.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (15626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Entering Unmasked Estep 
Score: -1792629.625000 Penalty: 1569.212402
	Iteration 0F: 2 clusters Score -1792630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1781832.125000 Penalty: 3138.424805
	Iteration 0F: 3 clusters Score -1781832 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1785711.000000 Penalty: 3138.424805
	Iteration 1F: 3 clusters Score -1785711 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1786072.625000 Penalty: 3138.424805
	Iteration 2F: 3 clusters Score -1786073 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1786467.125000 Penalty: 3138.424805
	Iteration 3Q: 3 clusters Score -1786467 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1786929.375000 Penalty: 3138.424805
	Iteration 4F: 3 clusters Score -1786929 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1787404.500000 Penalty: 3138.424805
	Iteration 5Q: 3 clusters Score -1787404 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1787836.750000 Penalty: 3138.424805
	Iteration 6Q: 3 clusters Score -1787837 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1788304.375000 Penalty: 3138.424805
	Iteration 7Q: 3 clusters Score -1788304 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1788753.125000 Penalty: 3138.424805
	Iteration 8Q: 3 clusters Score -1788753 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1789145.250000 Penalty: 3138.424805
	Iteration 9Q: 3 clusters Score -1789145 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1789454.375000 Penalty: 3138.424805
	Iteration 10Q: 3 clusters Score -1789454 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1789727.375000 Penalty: 3138.424805
	Iteration 11Q: 3 clusters Score -1789727 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1789981.625000 Penalty: 3138.424805
	Iteration 12Q: 3 clusters Score -1789982 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1790173.875000 Penalty: 3138.424805
	Iteration 13Q: 3 clusters Score -1790174 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1790327.000000 Penalty: 3138.424805
	Iteration 14Q: 3 clusters Score -1790327 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1790450.125000 Penalty: 3138.424805
	Iteration 15Q: 3 clusters Score -1790450 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1790564.750000 Penalty: 3138.424805
	Iteration 16Q: 3 clusters Score -1790565 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1790668.250000 Penalty: 3138.424805
	Iteration 17Q: 3 clusters Score -1790668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1790767.250000 Penalty: 3138.424805
	Iteration 18Q: 3 clusters Score -1790767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1790871.375000 Penalty: 3138.424805
	Iteration 19Q: 3 clusters Score -1790871 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1790950.375000 Penalty: 3138.424805
	Iteration 20F: 3 clusters Score -1790950 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1791011.250000 Penalty: 3138.424805
	Iteration 21Q: 3 clusters Score -1791011 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1791069.000000 Penalty: 3138.424805
	Iteration 22Q: 3 clusters Score -1791069 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1791109.875000 Penalty: 3138.424805
	Iteration 23Q: 3 clusters Score -1791110 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1791145.375000 Penalty: 3138.424805
	Iteration 24Q: 3 clusters Score -1791145 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1791180.875000 Penalty: 3138.424805
	Iteration 25Q: 3 clusters Score -1791181 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1791207.750000 Penalty: 3138.424805
	Iteration 26Q: 3 clusters Score -1791208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1791229.000000 Penalty: 3138.424805
	Iteration 27Q: 3 clusters Score -1791229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1791242.750000 Penalty: 3138.424805
	Iteration 28Q: 3 clusters Score -1791243 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1791261.375000 Penalty: 3138.424805
	Iteration 29Q: 3 clusters Score -1791261 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1791283.125000 Penalty: 3138.424805
	Iteration 30Q: 3 clusters Score -1791283 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1791289.625000 Penalty: 3138.424805
	Iteration 31Q: 3 clusters Score -1791290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1791299.375000 Penalty: 3138.424805
	Iteration 32Q: 3 clusters Score -1791299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1791305.375000 Penalty: 3138.424805
	Iteration 33Q: 3 clusters Score -1791305 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1791314.375000 Penalty: 3138.424805
	Iteration 34Q: 3 clusters Score -1791314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1791324.625000 Penalty: 3138.424805
	Iteration 35Q: 3 clusters Score -1791325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1791326.250000 Penalty: 3138.424805
	Iteration 36Q: 3 clusters Score -1791326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1791329.250000 Penalty: 3138.424805
	Iteration 37Q: 3 clusters Score -1791329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1791334.125000 Penalty: 3138.424805
	Iteration 38Q: 3 clusters Score -1791334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1791334.000000 Penalty: 3138.424805
	Iteration 39Q: 3 clusters Score -1791334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1791338.625000 Penalty: 3138.424805
	Iteration 40F: 3 clusters Score -1791339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1791339.875000 Penalty: 3138.424805
	Iteration 41Q: 3 clusters Score -1791340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1791343.625000 Penalty: 3138.424805
	Iteration 42Q: 3 clusters Score -1791344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1791342.125000 Penalty: 3138.424805
	Iteration 43Q: 3 clusters Score -1791342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1791341.625000 Penalty: 3138.424805
	Iteration 44Q: 3 clusters Score -1791342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1791344.375000 Penalty: 3138.424805
	Iteration 45Q: 3 clusters Score -1791344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1791346.750000 Penalty: 3138.424805
	Iteration 46Q: 3 clusters Score -1791347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1791347.000000 Penalty: 3138.424805
	Iteration 47Q: 3 clusters Score -1791347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1791347.500000 Penalty: 3138.424805
	Iteration 48Q: 3 clusters Score -1791348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1791348.000000 Penalty: 3138.424805
	Iteration 49Q: 3 clusters Score -1791348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1791350.500000 Penalty: 3138.424805
	Iteration 50Q: 3 clusters Score -1791350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1791350.375000 Penalty: 3138.424805
	Iteration 51Q: 3 clusters Score -1791350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1791350.125000 Penalty: 3138.424805
	Iteration 52Q: 3 clusters Score -1791350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1791352.125000 Penalty: 3138.424805
	Iteration 53Q: 3 clusters Score -1791352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1791353.125000 Penalty: 3138.424805
	Iteration 54Q: 3 clusters Score -1791353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1791353.125000 Penalty: 3138.424805
	Iteration 55F: 3 clusters Score -1791353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -634635.687500 Penalty: 1415.823486
	Iteration 0F: 2 clusters Score -634635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -629973.437500 Penalty: 2831.646973
	Iteration 0F: 3 clusters Score -629973.4 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -631761.000000 Penalty: 2831.646973
	Iteration 1F: 3 clusters Score -631761 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -632192.625000 Penalty: 2831.646973
	Iteration 2F: 3 clusters Score -632192.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -632517.312500 Penalty: 2831.646973
	Iteration 3F: 3 clusters Score -632517.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -632816.937500 Penalty: 2831.646973
	Iteration 4F: 3 clusters Score -632816.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -633081.187500 Penalty: 2831.646973
	Iteration 5F: 3 clusters Score -633081.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -633274.062500 Penalty: 2831.646973
	Iteration 6Q: 3 clusters Score -633274.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -633439.750000 Penalty: 2831.646973
	Iteration 7Q: 3 clusters Score -633439.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -633571.500000 Penalty: 2831.646973
	Iteration 8Q: 3 clusters Score -633571.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -633669.687500 Penalty: 2831.646973
	Iteration 9Q: 3 clusters Score -633669.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -633731.375000 Penalty: 2831.646973
	Iteration 10Q: 3 clusters Score -633731.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -633774.937500 Penalty: 2831.646973
	Iteration 11Q: 3 clusters Score -633774.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -633804.187500 Penalty: 2831.646973
	Iteration 12Q: 3 clusters Score -633804.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -633830.937500 Penalty: 2831.646973
	Iteration 13Q: 3 clusters Score -633830.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -633852.562500 Penalty: 2831.646973
	Iteration 14Q: 3 clusters Score -633852.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -633877.750000 Penalty: 2831.646973
	Iteration 15Q: 3 clusters Score -633877.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -633898.687500 Penalty: 2831.646973
	Iteration 16Q: 3 clusters Score -633898.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -633912.000000 Penalty: 2831.646973
	Iteration 17Q: 3 clusters Score -633912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -633921.437500 Penalty: 2831.646973
	Iteration 18Q: 3 clusters Score -633921.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -633926.437500 Penalty: 2831.646973
	Iteration 19Q: 3 clusters Score -633926.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -633929.375000 Penalty: 2831.646973
	Iteration 20F: 3 clusters Score -633929.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -633936.125000 Penalty: 2831.646973
	Iteration 21Q: 3 clusters Score -633936.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -633938.562500 Penalty: 2831.646973
	Iteration 22Q: 3 clusters Score -633938.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -633942.500000 Penalty: 2831.646973
	Iteration 23Q: 3 clusters Score -633942.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -633947.000000 Penalty: 2831.646973
	Iteration 24Q: 3 clusters Score -633947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -633949.687500 Penalty: 2831.646973
	Iteration 25Q: 3 clusters Score -633949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -633952.187500 Penalty: 2831.646973
	Iteration 26Q: 3 clusters Score -633952.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -633951.875000 Penalty: 2831.646973
	Iteration 27Q: 3 clusters Score -633951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -633953.812500 Penalty: 2831.646973
	Iteration 28Q: 3 clusters Score -633953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -633955.812500 Penalty: 2831.646973
	Iteration 29Q: 3 clusters Score -633955.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -633955.250000 Penalty: 2831.646973
	Iteration 30Q: 3 clusters Score -633955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -633955.750000 Penalty: 2831.646973
	Iteration 31Q: 3 clusters Score -633955.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -633957.312500 Penalty: 2831.646973
	Iteration 32Q: 3 clusters Score -633957.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -633957.875000 Penalty: 2831.646973
	Iteration 33Q: 3 clusters Score -633957.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -633957.875000 Penalty: 2831.646973
	Iteration 34F: 3 clusters Score -633957.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Entering Unmasked Estep 
Score: -5099534.000000 Penalty: 1736.351562
	Iteration 0F: 2 clusters Score -5099534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21972 members 
Entering Unmasked Estep 
Score: -5070335.500000 Penalty: 3472.703125
	Iteration 0F: 3 clusters Score -5070336 nChanged 20404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -5081825.500000 Penalty: 3472.703125
	Iteration 1F: 3 clusters Score -5081826 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -5082441.500000 Penalty: 3472.703125
	Iteration 2Q: 3 clusters Score -5082442 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -5083347.500000 Penalty: 3472.703125
	Iteration 3Q: 3 clusters Score -5083348 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -5084680.500000 Penalty: 3472.703125
	Iteration 4F: 3 clusters Score -5084680 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -5086623.500000 Penalty: 3472.703125
	Iteration 5F: 3 clusters Score -5086624 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -5089163.000000 Penalty: 3472.703125
	Iteration 6F: 3 clusters Score -5089163 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -5091868.500000 Penalty: 3472.703125
	Iteration 7F: 3 clusters Score -5091868 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -5094202.000000 Penalty: 3472.703125
	Iteration 8F: 3 clusters Score -5094202 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -5095872.500000 Penalty: 3472.703125
	Iteration 9Q: 3 clusters Score -5095872 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5096902.500000 Penalty: 3472.703125
	Iteration 10Q: 3 clusters Score -5096902 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -5097488.000000 Penalty: 3472.703125
	Iteration 11Q: 3 clusters Score -5097488 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -5097811.000000 Penalty: 3472.703125
	Iteration 12Q: 3 clusters Score -5097811 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -5098016.000000 Penalty: 3472.703125
	Iteration 13Q: 3 clusters Score -5098016 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -5098113.500000 Penalty: 3472.703125
	Iteration 14Q: 3 clusters Score -5098114 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -5098161.000000 Penalty: 3472.703125
	Iteration 15Q: 3 clusters Score -5098161 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5098199.000000 Penalty: 3472.703125
	Iteration 16Q: 3 clusters Score -5098199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -5098199.000000 Penalty: 3472.703125
	Iteration 17Q: 3 clusters Score -5098199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -5098211.000000 Penalty: 3472.703125
	Iteration 18Q: 3 clusters Score -5098211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -5098226.500000 Penalty: 3472.703125
	Iteration 19Q: 3 clusters Score -5098226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -5098243.000000 Penalty: 3472.703125
	Iteration 20F: 3 clusters Score -5098243 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -5098244.000000 Penalty: 3472.703125
	Iteration 21Q: 3 clusters Score -5098244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -5098249.500000 Penalty: 3472.703125
	Iteration 22Q: 3 clusters Score -5098250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -5098250.500000 Penalty: 3472.703125
	Iteration 23Q: 3 clusters Score -5098250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -5098252.000000 Penalty: 3472.703125
	Iteration 24Q: 3 clusters Score -5098252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5098254.000000 Penalty: 3472.703125
	Iteration 25Q: 3 clusters Score -5098254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -5098252.500000 Penalty: 3472.703125
	Iteration 26Q: 3 clusters Score -5098252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -5098252.500000 Penalty: 3472.703125
	Iteration 27Q: 3 clusters Score -5098252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5098253.500000 Penalty: 3472.703125
	Iteration 28Q: 3 clusters Score -5098254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -5098253.500000 Penalty: 3472.703125
	Iteration 29F: 3 clusters Score -5098254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Entering Unmasked Estep 
Score: -2394084.750000 Penalty: 1615.306763
	Iteration 0F: 2 clusters Score -2394085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2379867.500000 Penalty: 3230.613525
	Iteration 0F: 3 clusters Score -2379868 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2385111.500000 Penalty: 3230.613525
	Iteration 1F: 3 clusters Score -2385112 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2385658.250000 Penalty: 3230.613525
	Iteration 2F: 3 clusters Score -2385658 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2386325.000000 Penalty: 3230.613525
	Iteration 3F: 3 clusters Score -2386325 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2387139.250000 Penalty: 3230.613525
	Iteration 4F: 3 clusters Score -2387139 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2388079.000000 Penalty: 3230.613525
	Iteration 5F: 3 clusters Score -2388079 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2388959.750000 Penalty: 3230.613525
	Iteration 6F: 3 clusters Score -2388960 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2389736.750000 Penalty: 3230.613525
	Iteration 7F: 3 clusters Score -2389737 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2390382.750000 Penalty: 3230.613525
	Iteration 8Q: 3 clusters Score -2390383 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2390955.500000 Penalty: 3230.613525
	Iteration 9Q: 3 clusters Score -2390956 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -2391472.750000 Penalty: 3230.613525
	Iteration 10Q: 3 clusters Score -2391473 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2391892.750000 Penalty: 3230.613525
	Iteration 11Q: 3 clusters Score -2391893 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2392194.500000 Penalty: 3230.613525
	Iteration 12Q: 3 clusters Score -2392194 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2392389.000000 Penalty: 3230.613525
	Iteration 13Q: 3 clusters Score -2392389 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -2392545.500000 Penalty: 3230.613525
	Iteration 14Q: 3 clusters Score -2392546 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2392652.500000 Penalty: 3230.613525
	Iteration 15Q: 3 clusters Score -2392652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2392716.000000 Penalty: 3230.613525
	Iteration 16Q: 3 clusters Score -2392716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2392762.500000 Penalty: 3230.613525
	Iteration 17Q: 3 clusters Score -2392762 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2392802.000000 Penalty: 3230.613525
	Iteration 18Q: 3 clusters Score -2392802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2392848.750000 Penalty: 3230.613525
	Iteration 19Q: 3 clusters Score -2392849 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -2392891.750000 Penalty: 3230.613525
	Iteration 20F: 3 clusters Score -2392892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2392933.750000 Penalty: 3230.613525
	Iteration 21Q: 3 clusters Score -2392934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2392965.750000 Penalty: 3230.613525
	Iteration 22Q: 3 clusters Score -2392966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -2393004.000000 Penalty: 3230.613525
	Iteration 23Q: 3 clusters Score -2393004 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2393038.500000 Penalty: 3230.613525
	Iteration 24Q: 3 clusters Score -2393038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -2393063.500000 Penalty: 3230.613525
	Iteration 25Q: 3 clusters Score -2393064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 20163 members 
Entering Unmasked Estep 
Score: -2393072.000000 Penalty: 3230.613525
	Iteration 26Q: 3 clusters Score -2393072 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2393082.500000 Penalty: 3230.613525
	Iteration 27Q: 3 clusters Score -2393082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2393089.000000 Penalty: 3230.613525
	Iteration 28Q: 3 clusters Score -2393089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2393093.750000 Penalty: 3230.613525
	Iteration 29Q: 3 clusters Score -2393094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2393096.000000 Penalty: 3230.613525
	Iteration 30Q: 3 clusters Score -2393096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -2393098.250000 Penalty: 3230.613525
	Iteration 31Q: 3 clusters Score -2393098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -2393103.000000 Penalty: 3230.613525
	Iteration 32Q: 3 clusters Score -2393103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2393105.000000 Penalty: 3230.613525
	Iteration 33Q: 3 clusters Score -2393105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2393103.500000 Penalty: 3230.613525
	Iteration 34Q: 3 clusters Score -2393104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2393107.000000 Penalty: 3230.613525
	Iteration 35Q: 3 clusters Score -2393107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2393110.250000 Penalty: 3230.613525
	Iteration 36Q: 3 clusters Score -2393110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -2393110.250000 Penalty: 3230.613525
	Iteration 37F: 3 clusters Score -2393110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Entering Unmasked Estep 
Score: -163249.609375 Penalty: 1185.446655
	Iteration 0F: 2 clusters Score -163249.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -161510.171875 Penalty: 2370.893311
	Iteration 0F: 3 clusters Score -161510.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -161870.562500 Penalty: 2370.893311
	Iteration 1F: 3 clusters Score -161870.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -162006.375000 Penalty: 2370.893311
	Iteration 2F: 3 clusters Score -162006.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162118.859375 Penalty: 2370.893311
	Iteration 3F: 3 clusters Score -162118.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -162212.593750 Penalty: 2370.893311
	Iteration 4F: 3 clusters Score -162212.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162283.609375 Penalty: 2370.893311
	Iteration 5Q: 3 clusters Score -162283.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -162373.375000 Penalty: 2370.893311
	Iteration 6Q: 3 clusters Score -162373.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -162431.906250 Penalty: 2370.893311
	Iteration 7Q: 3 clusters Score -162431.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -162486.250000 Penalty: 2370.893311
	Iteration 8Q: 3 clusters Score -162486.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -162556.859375 Penalty: 2370.893311
	Iteration 9Q: 3 clusters Score -162556.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -162633.421875 Penalty: 2370.893311
	Iteration 10Q: 3 clusters Score -162633.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -162713.265625 Penalty: 2370.893311
	Iteration 11Q: 3 clusters Score -162713.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -162784.500000 Penalty: 2370.893311
	Iteration 12Q: 3 clusters Score -162784.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -162838.281250 Penalty: 2370.893311
	Iteration 13Q: 3 clusters Score -162838.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162877.062500 Penalty: 2370.893311
	Iteration 14Q: 3 clusters Score -162877.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -162929.531250 Penalty: 2370.893311
	Iteration 15Q: 3 clusters Score -162929.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -162962.437500 Penalty: 2370.893311
	Iteration 16Q: 3 clusters Score -162962.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -162984.531250 Penalty: 2370.893311
	Iteration 17Q: 3 clusters Score -162984.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -162996.578125 Penalty: 2370.893311
	Iteration 18Q: 3 clusters Score -162996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -163002.687500 Penalty: 2370.893311
	Iteration 19Q: 3 clusters Score -163002.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -163003.750000 Penalty: 2370.893311
	Iteration 20F: 3 clusters Score -163003.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -232524.187500 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -232524.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -230393.671875 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -230393.7 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -230820.656250 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -230820.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -230916.234375 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -230916.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -230972.484375 Penalty: 2481.002441
	Iteration 3Q: 3 clusters Score -230972.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -231021.781250 Penalty: 2481.002441
	Iteration 4Q: 3 clusters Score -231021.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -231048.078125 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -231048.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -231067.265625 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -231067.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -231083.437500 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -231083.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -231098.062500 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -231098.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -231111.750000 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -231111.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -231123.421875 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -231123.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -231137.015625 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -231137 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -231146.390625 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -231146.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -231155.687500 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -231155.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -231163.562500 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -231163.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -231172.921875 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -231172.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -231179.687500 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -231179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -231183.250000 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -231183.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -231186.906250 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -231186.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -231191.515625 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -231191.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -231195.687500 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -231195.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -231202.687500 Penalty: 2481.002441
	Iteration 21Q: 3 clusters Score -231202.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -231209.296875 Penalty: 2481.002441
	Iteration 22Q: 3 clusters Score -231209.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -231215.546875 Penalty: 2481.002441
	Iteration 23Q: 3 clusters Score -231215.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -231216.921875 Penalty: 2481.002441
	Iteration 24Q: 3 clusters Score -231216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -231218.328125 Penalty: 2481.002441
	Iteration 25Q: 3 clusters Score -231218.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -231221.765625 Penalty: 2481.002441
	Iteration 26Q: 3 clusters Score -231221.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -231226.937500 Penalty: 2481.002441
	Iteration 27Q: 3 clusters Score -231226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -231232.000000 Penalty: 2481.002441
	Iteration 28Q: 3 clusters Score -231232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -231243.828125 Penalty: 2481.002441
	Iteration 29Q: 3 clusters Score -231243.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -231254.562500 Penalty: 2481.002441
	Iteration 30Q: 3 clusters Score -231254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -231270.062500 Penalty: 2481.002441
	Iteration 31Q: 3 clusters Score -231270.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -231287.796875 Penalty: 2481.002441
	Iteration 32Q: 3 clusters Score -231287.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -231300.093750 Penalty: 2481.002441
	Iteration 33Q: 3 clusters Score -231300.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -231310.859375 Penalty: 2481.002441
	Iteration 34Q: 3 clusters Score -231310.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -231318.359375 Penalty: 2481.002441
	Iteration 35Q: 3 clusters Score -231318.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -231326.328125 Penalty: 2481.002441
	Iteration 36Q: 3 clusters Score -231326.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -231335.078125 Penalty: 2481.002441
	Iteration 37Q: 3 clusters Score -231335.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -231345.515625 Penalty: 2481.002441
	Iteration 38Q: 3 clusters Score -231345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -231352.421875 Penalty: 2481.002441
	Iteration 39Q: 3 clusters Score -231352.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -231360.093750 Penalty: 2481.002441
	Iteration 40F: 3 clusters Score -231360.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -231371.234375 Penalty: 2481.002441
	Iteration 41Q: 3 clusters Score -231371.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -231381.406250 Penalty: 2481.002441
	Iteration 42Q: 3 clusters Score -231381.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -231394.375000 Penalty: 2481.002441
	Iteration 43Q: 3 clusters Score -231394.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -231404.281250 Penalty: 2481.002441
	Iteration 44Q: 3 clusters Score -231404.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -231413.296875 Penalty: 2481.002441
	Iteration 45Q: 3 clusters Score -231413.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -231420.718750 Penalty: 2481.002441
	Iteration 46Q: 3 clusters Score -231420.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -231425.421875 Penalty: 2481.002441
	Iteration 47Q: 3 clusters Score -231425.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -231430.125000 Penalty: 2481.002441
	Iteration 48Q: 3 clusters Score -231430.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -231436.156250 Penalty: 2481.002441
	Iteration 49Q: 3 clusters Score -231436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -231439.531250 Penalty: 2481.002441
	Iteration 50Q: 3 clusters Score -231439.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -231441.687500 Penalty: 2481.002441
	Iteration 51Q: 3 clusters Score -231441.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -231444.265625 Penalty: 2481.002441
	Iteration 52Q: 3 clusters Score -231444.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -231446.984375 Penalty: 2481.002441
	Iteration 53Q: 3 clusters Score -231447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -231448.281250 Penalty: 2481.002441
	Iteration 54Q: 3 clusters Score -231448.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -231449.468750 Penalty: 2481.002441
	Iteration 55Q: 3 clusters Score -231449.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -231450.343750 Penalty: 2481.002441
	Iteration 56Q: 3 clusters Score -231450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -231451.343750 Penalty: 2481.002441
	Iteration 57Q: 3 clusters Score -231451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -231452.031250 Penalty: 2481.002441
	Iteration 58Q: 3 clusters Score -231452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -231452.281250 Penalty: 2481.002441
	Iteration 59Q: 3 clusters Score -231452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -231452.281250 Penalty: 2481.002441
	Iteration 60F: 3 clusters Score -231452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Entering Unmasked Estep 
Score: -160602.578125 Penalty: 1181.086182
	Iteration 0F: 2 clusters Score -160602.6 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 701 members 
Entering Unmasked Estep 
Score: -158880.156250 Penalty: 2362.172363
	Iteration 0F: 3 clusters Score -158880.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159198.734375 Penalty: 2362.172363
	Iteration 1F: 3 clusters Score -159198.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -159280.562500 Penalty: 2362.172363
	Iteration 2F: 3 clusters Score -159280.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -159324.000000 Penalty: 2362.172363
	Iteration 3Q: 3 clusters Score -159324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -159349.375000 Penalty: 2362.172363
	Iteration 4Q: 3 clusters Score -159349.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -159359.843750 Penalty: 2362.172363
	Iteration 5Q: 3 clusters Score -159359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -159366.562500 Penalty: 2362.172363
	Iteration 6Q: 3 clusters Score -159366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -159369.328125 Penalty: 2362.172363
	Iteration 7Q: 3 clusters Score -159369.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -159373.203125 Penalty: 2362.172363
	Iteration 8Q: 3 clusters Score -159373.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159379.828125 Penalty: 2362.172363
	Iteration 9Q: 3 clusters Score -159379.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159384.234375 Penalty: 2362.172363
	Iteration 10Q: 3 clusters Score -159384.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -159387.000000 Penalty: 2362.172363
	Iteration 11Q: 3 clusters Score -159387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159389.843750 Penalty: 2362.172363
	Iteration 12Q: 3 clusters Score -159389.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159394.937500 Penalty: 2362.172363
	Iteration 13Q: 3 clusters Score -159394.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159397.906250 Penalty: 2362.172363
	Iteration 14Q: 3 clusters Score -159397.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159400.562500 Penalty: 2362.172363
	Iteration 15Q: 3 clusters Score -159400.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159402.640625 Penalty: 2362.172363
	Iteration 16Q: 3 clusters Score -159402.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159404.250000 Penalty: 2362.172363
	Iteration 17Q: 3 clusters Score -159404.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -159404.250000 Penalty: 2362.172363
	Iteration 18F: 3 clusters Score -159404.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Entering Unmasked Estep 
Score: -170920.296875 Penalty: 1199.696289
	Iteration 0F: 2 clusters Score -170920.3 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 827 members 
Entering Unmasked Estep 
Score: -169118.421875 Penalty: 2399.392578
	Iteration 0F: 3 clusters Score -169118.4 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -169633.625000 Penalty: 2399.392578
	Iteration 1F: 3 clusters Score -169633.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169797.281250 Penalty: 2399.392578
	Iteration 2F: 3 clusters Score -169797.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -169944.328125 Penalty: 2399.392578
	Iteration 3F: 3 clusters Score -169944.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -170144.515625 Penalty: 2399.392578
	Iteration 4F: 3 clusters Score -170144.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -170294.875000 Penalty: 2399.392578
	Iteration 5F: 3 clusters Score -170294.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -170460.531250 Penalty: 2399.392578
	Iteration 6F: 3 clusters Score -170460.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -170635.234375 Penalty: 2399.392578
	Iteration 7F: 3 clusters Score -170635.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -170746.375000 Penalty: 2399.392578
	Iteration 8Q: 3 clusters Score -170746.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -170843.656250 Penalty: 2399.392578
	Iteration 9Q: 3 clusters Score -170843.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -170897.796875 Penalty: 2399.392578
	Iteration 10Q: 3 clusters Score -170897.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -170940.562500 Penalty: 2399.392578
	Iteration 11Q: 3 clusters Score -170940.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -170973.453125 Penalty: 2399.392578
	Iteration 12Q: 3 clusters Score -170973.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -170984.671875 Penalty: 2399.392578
	Iteration 13Q: 3 clusters Score -170984.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -170991.515625 Penalty: 2399.392578
	Iteration 14Q: 3 clusters Score -170991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170995.109375 Penalty: 2399.392578
	Iteration 15Q: 3 clusters Score -170995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -170997.484375 Penalty: 2399.392578
	Iteration 16Q: 3 clusters Score -170997.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -170997.859375 Penalty: 2399.392578
	Iteration 17Q: 3 clusters Score -170997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -170997.859375 Penalty: 2399.392578
	Iteration 18F: 3 clusters Score -170997.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 2588 members 
Mstep: Class 4 contains 2817 members 
Mstep: Class 5 contains 7413 members 
Mstep: Class 6 contains 7854 members 
Mstep: Class 7 contains 6434 members 
Mstep: Class 8 contains 3664 members 
Mstep: Class 9 contains 10057 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 5130 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 1757 members 
Mstep: Class 14 contains 9352 members 
Mstep: Class 15 contains 3357 members 
Mstep: Class 16 contains 378 members 
Mstep: Class 17 contains 15626 members 
Mstep: Class 18 contains 6080 members 
Mstep: Class 19 contains 43706 members 
Mstep: Class 20 contains 20751 members 
Mstep: Class 21 contains 1473 members 
Mstep: Class 22 contains 2067 members 
Mstep: Class 23 contains 1434 members 
Mstep: Class 24 contains 1023 members 
Mstep: Class 25 contains 2807 members 
Mstep: Class 26 contains 4927 members 
Mstep: Class 27 contains 796 members 
Mstep: Class 28 contains 17209 members 
Mstep: Class 29 contains 1484 members 
Mstep: Class 30 contains 2068 members 
Mstep: Class 31 contains 26352 members 
Mstep: Class 32 contains 1618 members 
Mstep: Class 33 contains 6133 members 
Mstep: Class 34 contains 753 members 
Mstep: Class 35 contains 6597 members 
Mstep: Class 36 contains 1893 members 
Mstep: Class 37 contains 8124 members 
Mstep: Class 38 contains 1032 members 
Mstep: Class 39 contains 5857 members 
Mstep: Class 40 contains 2546 members 
Mstep: Class 41 contains 412 members 
Mstep: Class 42 contains 4720 members 
Mstep: Class 43 contains 1977 members 
Mstep: Class 44 contains 88703 members 
Mstep: Class 45 contains 2348 members 
Mstep: Class 46 contains 394 members 
Mstep: Class 47 contains 180 members 
Mstep: Class 48 contains 585 members 
Entering Unmasked Estep 
Score: -40148672.000000 Penalty: 99827.601562
Splitting cluster 24 changes total score from -40149452.000000 to -40148672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -315542.500000 Penalty: 1290.229126
	Iteration 0F: 2 clusters Score -315542.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -312959.281250 Penalty: 2580.458252
	Iteration 0F: 3 clusters Score -312959.3 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -313629.031250 Penalty: 2580.458252
	Iteration 1F: 3 clusters Score -313629 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -313780.750000 Penalty: 2580.458252
	Iteration 2F: 3 clusters Score -313780.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -313861.093750 Penalty: 2580.458252
	Iteration 3F: 3 clusters Score -313861.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -313919.812500 Penalty: 2580.458252
	Iteration 4Q: 3 clusters Score -313919.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -313961.562500 Penalty: 2580.458252
	Iteration 5Q: 3 clusters Score -313961.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -313987.000000 Penalty: 2580.458252
	Iteration 6Q: 3 clusters Score -313987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -314019.875000 Penalty: 2580.458252
	Iteration 7Q: 3 clusters Score -314019.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -314046.000000 Penalty: 2580.458252
	Iteration 8Q: 3 clusters Score -314046 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -314071.343750 Penalty: 2580.458252
	Iteration 9Q: 3 clusters Score -314071.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -314094.156250 Penalty: 2580.458252
	Iteration 10Q: 3 clusters Score -314094.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -314114.000000 Penalty: 2580.458252
	Iteration 11Q: 3 clusters Score -314114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -314134.593750 Penalty: 2580.458252
	Iteration 12Q: 3 clusters Score -314134.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -314157.250000 Penalty: 2580.458252
	Iteration 13Q: 3 clusters Score -314157.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -314181.781250 Penalty: 2580.458252
	Iteration 14Q: 3 clusters Score -314181.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -314204.250000 Penalty: 2580.458252
	Iteration 15Q: 3 clusters Score -314204.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -314223.250000 Penalty: 2580.458252
	Iteration 16Q: 3 clusters Score -314223.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -314241.062500 Penalty: 2580.458252
	Iteration 17Q: 3 clusters Score -314241.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -314255.843750 Penalty: 2580.458252
	Iteration 18Q: 3 clusters Score -314255.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -314268.062500 Penalty: 2580.458252
	Iteration 19Q: 3 clusters Score -314268.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -314280.406250 Penalty: 2580.458252
	Iteration 20F: 3 clusters Score -314280.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -314293.875000 Penalty: 2580.458252
	Iteration 21Q: 3 clusters Score -314293.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -314309.218750 Penalty: 2580.458252
	Iteration 22Q: 3 clusters Score -314309.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -314327.906250 Penalty: 2580.458252
	Iteration 23Q: 3 clusters Score -314327.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -314347.593750 Penalty: 2580.458252
	Iteration 24Q: 3 clusters Score -314347.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -314367.000000 Penalty: 2580.458252
	Iteration 25Q: 3 clusters Score -314367 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -314397.906250 Penalty: 2580.458252
	Iteration 26Q: 3 clusters Score -314397.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -314433.437500 Penalty: 2580.458252
	Iteration 27Q: 3 clusters Score -314433.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -314455.343750 Penalty: 2580.458252
	Iteration 28Q: 3 clusters Score -314455.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -314473.937500 Penalty: 2580.458252
	Iteration 29Q: 3 clusters Score -314473.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -314488.562500 Penalty: 2580.458252
	Iteration 30Q: 3 clusters Score -314488.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -314507.656250 Penalty: 2580.458252
	Iteration 31Q: 3 clusters Score -314507.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -314522.343750 Penalty: 2580.458252
	Iteration 32Q: 3 clusters Score -314522.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -314532.468750 Penalty: 2580.458252
	Iteration 33Q: 3 clusters Score -314532.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -314547.218750 Penalty: 2580.458252
	Iteration 34Q: 3 clusters Score -314547.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -314561.312500 Penalty: 2580.458252
	Iteration 35Q: 3 clusters Score -314561.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -314575.187500 Penalty: 2580.458252
	Iteration 36Q: 3 clusters Score -314575.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -314587.000000 Penalty: 2580.458252
	Iteration 37Q: 3 clusters Score -314587 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -314591.687500 Penalty: 2580.458252
	Iteration 38Q: 3 clusters Score -314591.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -314593.468750 Penalty: 2580.458252
	Iteration 39Q: 3 clusters Score -314593.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -314596.906250 Penalty: 2580.458252
	Iteration 40F: 3 clusters Score -314596.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -314598.718750 Penalty: 2580.458252
	Iteration 41Q: 3 clusters Score -314598.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -314600.281250 Penalty: 2580.458252
	Iteration 42Q: 3 clusters Score -314600.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -314601.031250 Penalty: 2580.458252
	Iteration 43Q: 3 clusters Score -314601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -314601.031250 Penalty: 2580.458252
	Iteration 44F: 3 clusters Score -314601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -553650.312500 Penalty: 1381.653809
	Iteration 0F: 2 clusters Score -553650.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -549693.562500 Penalty: 2763.307617
	Iteration 0F: 3 clusters Score -549693.6 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -550937.500000 Penalty: 2763.307617
	Iteration 1F: 3 clusters Score -550937.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -551171.000000 Penalty: 2763.307617
	Iteration 2F: 3 clusters Score -551171 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -551362.812500 Penalty: 2763.307617
	Iteration 3F: 3 clusters Score -551362.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -551532.500000 Penalty: 2763.307617
	Iteration 4F: 3 clusters Score -551532.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -551677.625000 Penalty: 2763.307617
	Iteration 5Q: 3 clusters Score -551677.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -551808.250000 Penalty: 2763.307617
	Iteration 6Q: 3 clusters Score -551808.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -551922.500000 Penalty: 2763.307617
	Iteration 7Q: 3 clusters Score -551922.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -552029.937500 Penalty: 2763.307617
	Iteration 8Q: 3 clusters Score -552029.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -552137.062500 Penalty: 2763.307617
	Iteration 9Q: 3 clusters Score -552137.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -552271.562500 Penalty: 2763.307617
	Iteration 10Q: 3 clusters Score -552271.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -552449.187500 Penalty: 2763.307617
	Iteration 11Q: 3 clusters Score -552449.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -552674.875000 Penalty: 2763.307617
	Iteration 12Q: 3 clusters Score -552674.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -552940.875000 Penalty: 2763.307617
	Iteration 13Q: 3 clusters Score -552940.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -553217.312500 Penalty: 2763.307617
	Iteration 14Q: 3 clusters Score -553217.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -553439.750000 Penalty: 2763.307617
	Iteration 15Q: 3 clusters Score -553439.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -553555.687500 Penalty: 2763.307617
	Iteration 16Q: 3 clusters Score -553555.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -553599.312500 Penalty: 2763.307617
	Iteration 17Q: 3 clusters Score -553599.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -553617.562500 Penalty: 2763.307617
	Iteration 18Q: 3 clusters Score -553617.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -553629.687500 Penalty: 2763.307617
	Iteration 19Q: 3 clusters Score -553629.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -553636.625000 Penalty: 2763.307617
	Iteration 20F: 3 clusters Score -553636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -553639.687500 Penalty: 2763.307617
	Iteration 21Q: 3 clusters Score -553639.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -553642.750000 Penalty: 2763.307617
	Iteration 22Q: 3 clusters Score -553642.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -553644.187500 Penalty: 2763.307617
	Iteration 23Q: 3 clusters Score -553644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -553645.000000 Penalty: 2763.307617
	Iteration 24Q: 3 clusters Score -553645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -553645.000000 Penalty: 2763.307617
	Iteration 25F: 3 clusters Score -553645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Entering Unmasked Estep 
Score: -67790.265625 Penalty: 1085.434937
	Iteration 0F: 2 clusters Score -67790.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -66549.062500 Penalty: 2170.869873
	Iteration 0F: 3 clusters Score -66549.06 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -66847.125000 Penalty: 2170.869873
	Iteration 1F: 3 clusters Score -66847.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -66923.726562 Penalty: 2170.869873
	Iteration 2F: 3 clusters Score -66923.73 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -67000.828125 Penalty: 2170.869873
	Iteration 3Q: 3 clusters Score -67000.83 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -67063.742188 Penalty: 2170.869873
	Iteration 4Q: 3 clusters Score -67063.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -67119.812500 Penalty: 2170.869873
	Iteration 5Q: 3 clusters Score -67119.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67169.859375 Penalty: 2170.869873
	Iteration 6Q: 3 clusters Score -67169.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67202.304688 Penalty: 2170.869873
	Iteration 7Q: 3 clusters Score -67202.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -67225.890625 Penalty: 2170.869873
	Iteration 8Q: 3 clusters Score -67225.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67246.765625 Penalty: 2170.869873
	Iteration 9Q: 3 clusters Score -67246.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67272.726562 Penalty: 2170.869873
	Iteration 10Q: 3 clusters Score -67272.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67295.703125 Penalty: 2170.869873
	Iteration 11Q: 3 clusters Score -67295.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -67307.843750 Penalty: 2170.869873
	Iteration 12Q: 3 clusters Score -67307.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67321.906250 Penalty: 2170.869873
	Iteration 13Q: 3 clusters Score -67321.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67329.914062 Penalty: 2170.869873
	Iteration 14Q: 3 clusters Score -67329.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -67334.601562 Penalty: 2170.869873
	Iteration 15Q: 3 clusters Score -67334.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67339.382812 Penalty: 2170.869873
	Iteration 16Q: 3 clusters Score -67339.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -67341.937500 Penalty: 2170.869873
	Iteration 17Q: 3 clusters Score -67341.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67343.195312 Penalty: 2170.869873
	Iteration 18Q: 3 clusters Score -67343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -67349.851562 Penalty: 2170.869873
	Iteration 19F: 3 clusters Score -67349.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -67368.929688 Penalty: 2170.869873
	Iteration 20F: 3 clusters Score -67368.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -67376.070312 Penalty: 2170.869873
	Iteration 21Q: 3 clusters Score -67376.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67380.460938 Penalty: 2170.869873
	Iteration 22Q: 3 clusters Score -67380.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -67383.882812 Penalty: 2170.869873
	Iteration 23Q: 3 clusters Score -67383.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67386.031250 Penalty: 2170.869873
	Iteration 24Q: 3 clusters Score -67386.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -67386.031250 Penalty: 2170.869873
	Iteration 25F: 3 clusters Score -67386.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (17209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Entering Unmasked Estep 
Score: -1955336.875000 Penalty: 1584.893066
	Iteration 0F: 2 clusters Score -1955337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1943521.000000 Penalty: 3169.786133
	Iteration 0F: 3 clusters Score -1943521 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1947973.625000 Penalty: 3169.786133
	Iteration 1F: 3 clusters Score -1947974 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1948572.125000 Penalty: 3169.786133
	Iteration 2F: 3 clusters Score -1948572 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1949288.625000 Penalty: 3169.786133
	Iteration 3F: 3 clusters Score -1949289 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1950043.875000 Penalty: 3169.786133
	Iteration 4F: 3 clusters Score -1950044 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1950905.875000 Penalty: 3169.786133
	Iteration 5F: 3 clusters Score -1950906 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1951756.750000 Penalty: 3169.786133
	Iteration 6F: 3 clusters Score -1951757 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1952483.750000 Penalty: 3169.786133
	Iteration 7F: 3 clusters Score -1952484 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1952996.875000 Penalty: 3169.786133
	Iteration 8Q: 3 clusters Score -1952997 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1953384.375000 Penalty: 3169.786133
	Iteration 9Q: 3 clusters Score -1953384 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1953673.625000 Penalty: 3169.786133
	Iteration 10Q: 3 clusters Score -1953674 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1953925.125000 Penalty: 3169.786133
	Iteration 11Q: 3 clusters Score -1953925 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -1954115.125000 Penalty: 3169.786133
	Iteration 12Q: 3 clusters Score -1954115 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -1954198.750000 Penalty: 3169.786133
	Iteration 13Q: 3 clusters Score -1954199 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1954261.625000 Penalty: 3169.786133
	Iteration 14Q: 3 clusters Score -1954262 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -1954321.125000 Penalty: 3169.786133
	Iteration 15Q: 3 clusters Score -1954321 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1954344.875000 Penalty: 3169.786133
	Iteration 16Q: 3 clusters Score -1954345 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1954380.375000 Penalty: 3169.786133
	Iteration 17Q: 3 clusters Score -1954380 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -1954395.375000 Penalty: 3169.786133
	Iteration 18Q: 3 clusters Score -1954395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1954410.875000 Penalty: 3169.786133
	Iteration 19Q: 3 clusters Score -1954411 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1954426.125000 Penalty: 3169.786133
	Iteration 20F: 3 clusters Score -1954426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1954438.625000 Penalty: 3169.786133
	Iteration 21Q: 3 clusters Score -1954439 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -1954450.125000 Penalty: 3169.786133
	Iteration 22Q: 3 clusters Score -1954450 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1954477.750000 Penalty: 3169.786133
	Iteration 23Q: 3 clusters Score -1954478 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1954485.375000 Penalty: 3169.786133
	Iteration 24Q: 3 clusters Score -1954485 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1954495.750000 Penalty: 3169.786133
	Iteration 25Q: 3 clusters Score -1954496 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -1954509.875000 Penalty: 3169.786133
	Iteration 26Q: 3 clusters Score -1954510 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1954526.250000 Penalty: 3169.786133
	Iteration 27Q: 3 clusters Score -1954526 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1954535.000000 Penalty: 3169.786133
	Iteration 28Q: 3 clusters Score -1954535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1954547.750000 Penalty: 3169.786133
	Iteration 29Q: 3 clusters Score -1954548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1954551.500000 Penalty: 3169.786133
	Iteration 30Q: 3 clusters Score -1954552 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1954561.750000 Penalty: 3169.786133
	Iteration 31Q: 3 clusters Score -1954562 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -1954570.125000 Penalty: 3169.786133
	Iteration 32Q: 3 clusters Score -1954570 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1954572.500000 Penalty: 3169.786133
	Iteration 33Q: 3 clusters Score -1954572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1954576.000000 Penalty: 3169.786133
	Iteration 34Q: 3 clusters Score -1954576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1954574.750000 Penalty: 3169.786133
	Iteration 35Q: 3 clusters Score -1954575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1954578.750000 Penalty: 3169.786133
	Iteration 36Q: 3 clusters Score -1954579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1954581.375000 Penalty: 3169.786133
	Iteration 37Q: 3 clusters Score -1954581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1954582.125000 Penalty: 3169.786133
	Iteration 38Q: 3 clusters Score -1954582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1954582.250000 Penalty: 3169.786133
	Iteration 39Q: 3 clusters Score -1954582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1954585.375000 Penalty: 3169.786133
	Iteration 40F: 3 clusters Score -1954585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1954588.125000 Penalty: 3169.786133
	Iteration 41Q: 3 clusters Score -1954588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -1954584.625000 Penalty: 3169.786133
	Iteration 42Q: 3 clusters Score -1954585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -1954583.750000 Penalty: 3169.786133
	Iteration 43Q: 3 clusters Score -1954584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1954582.500000 Penalty: 3169.786133
	Iteration 44Q: 3 clusters Score -1954582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1954581.750000 Penalty: 3169.786133
	Iteration 45Q: 3 clusters Score -1954582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -1954582.625000 Penalty: 3169.786133
	Iteration 46Q: 3 clusters Score -1954583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -1954582.000000 Penalty: 3169.786133
	Iteration 47Q: 3 clusters Score -1954582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -1954582.250000 Penalty: 3169.786133
	Iteration 48Q: 3 clusters Score -1954582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -1954580.500000 Penalty: 3169.786133
	Iteration 49Q: 3 clusters Score -1954580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1954583.625000 Penalty: 3169.786133
	Iteration 50Q: 3 clusters Score -1954584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1954583.625000 Penalty: 3169.786133
	Iteration 51F: 3 clusters Score -1954584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Entering Unmasked Estep 
Score: -162519.656250 Penalty: 1186.655640
	Iteration 0F: 2 clusters Score -162519.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -160796.281250 Penalty: 2373.311279
	Iteration 0F: 3 clusters Score -160796.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -161251.625000 Penalty: 2373.311279
	Iteration 1F: 3 clusters Score -161251.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -161422.671875 Penalty: 2373.311279
	Iteration 2F: 3 clusters Score -161422.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -161510.625000 Penalty: 2373.311279
	Iteration 3F: 3 clusters Score -161510.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161591.093750 Penalty: 2373.311279
	Iteration 4Q: 3 clusters Score -161591.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -161651.765625 Penalty: 2373.311279
	Iteration 5Q: 3 clusters Score -161651.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -161708.718750 Penalty: 2373.311279
	Iteration 6Q: 3 clusters Score -161708.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161757.703125 Penalty: 2373.311279
	Iteration 7Q: 3 clusters Score -161757.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -161784.296875 Penalty: 2373.311279
	Iteration 8Q: 3 clusters Score -161784.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -161807.984375 Penalty: 2373.311279
	Iteration 9Q: 3 clusters Score -161808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -161826.296875 Penalty: 2373.311279
	Iteration 10Q: 3 clusters Score -161826.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161837.859375 Penalty: 2373.311279
	Iteration 11Q: 3 clusters Score -161837.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161847.796875 Penalty: 2373.311279
	Iteration 12Q: 3 clusters Score -161847.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161853.859375 Penalty: 2373.311279
	Iteration 13Q: 3 clusters Score -161853.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161854.406250 Penalty: 2373.311279
	Iteration 14Q: 3 clusters Score -161854.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -161855.203125 Penalty: 2373.311279
	Iteration 15Q: 3 clusters Score -161855.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161855.734375 Penalty: 2373.311279
	Iteration 16Q: 3 clusters Score -161855.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -161857.828125 Penalty: 2373.311279
	Iteration 17Q: 3 clusters Score -161857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161859.718750 Penalty: 2373.311279
	Iteration 18Q: 3 clusters Score -161859.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -161862.984375 Penalty: 2373.311279
	Iteration 19Q: 3 clusters Score -161863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -161863.750000 Penalty: 2373.311279
	Iteration 20F: 3 clusters Score -161863.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -161866.859375 Penalty: 2373.311279
	Iteration 21Q: 3 clusters Score -161866.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -161872.296875 Penalty: 2373.311279
	Iteration 22Q: 3 clusters Score -161872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161878.562500 Penalty: 2373.311279
	Iteration 23Q: 3 clusters Score -161878.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161888.031250 Penalty: 2373.311279
	Iteration 24Q: 3 clusters Score -161888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161896.281250 Penalty: 2373.311279
	Iteration 25Q: 3 clusters Score -161896.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161903.000000 Penalty: 2373.311279
	Iteration 26Q: 3 clusters Score -161903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -161909.265625 Penalty: 2373.311279
	Iteration 27Q: 3 clusters Score -161909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -161913.984375 Penalty: 2373.311279
	Iteration 28Q: 3 clusters Score -161914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -161919.015625 Penalty: 2373.311279
	Iteration 29Q: 3 clusters Score -161919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -161921.765625 Penalty: 2373.311279
	Iteration 30Q: 3 clusters Score -161921.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -161926.031250 Penalty: 2373.311279
	Iteration 31Q: 3 clusters Score -161926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -161928.484375 Penalty: 2373.311279
	Iteration 32Q: 3 clusters Score -161928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -161937.234375 Penalty: 2373.311279
	Iteration 33Q: 3 clusters Score -161937.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -161945.046875 Penalty: 2373.311279
	Iteration 34Q: 3 clusters Score -161945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -161950.765625 Penalty: 2373.311279
	Iteration 35Q: 3 clusters Score -161950.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -161952.937500 Penalty: 2373.311279
	Iteration 36Q: 3 clusters Score -161952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -161954.421875 Penalty: 2373.311279
	Iteration 37Q: 3 clusters Score -161954.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -161954.421875 Penalty: 2373.311279
	Iteration 38F: 3 clusters Score -161954.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -229768.218750 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -229768.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -227600.906250 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -227600.9 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -228103.453125 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -228103.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -228246.562500 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -228246.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -228366.734375 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -228366.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -228468.656250 Penalty: 2481.159668
	Iteration 4Q: 3 clusters Score -228468.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -228556.031250 Penalty: 2481.159668
	Iteration 5Q: 3 clusters Score -228556 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -228634.843750 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -228634.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -228724.609375 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -228724.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -228799.562500 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -228799.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -228872.531250 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -228872.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228921.406250 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -228921.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -228971.093750 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -228971.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -229012.250000 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -229012.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229053.812500 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -229053.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -229090.875000 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -229090.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -229126.500000 Penalty: 2481.159668
	Iteration 15Q: 3 clusters Score -229126.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -229155.562500 Penalty: 2481.159668
	Iteration 16Q: 3 clusters Score -229155.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -229180.531250 Penalty: 2481.159668
	Iteration 17Q: 3 clusters Score -229180.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -229200.968750 Penalty: 2481.159668
	Iteration 18Q: 3 clusters Score -229201 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -229213.000000 Penalty: 2481.159668
	Iteration 19Q: 3 clusters Score -229213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -229221.953125 Penalty: 2481.159668
	Iteration 20F: 3 clusters Score -229222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229226.968750 Penalty: 2481.159668
	Iteration 21Q: 3 clusters Score -229227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -229230.328125 Penalty: 2481.159668
	Iteration 22Q: 3 clusters Score -229230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -229231.390625 Penalty: 2481.159668
	Iteration 23Q: 3 clusters Score -229231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229232.812500 Penalty: 2481.159668
	Iteration 24Q: 3 clusters Score -229232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229234.734375 Penalty: 2481.159668
	Iteration 25Q: 3 clusters Score -229234.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -229235.593750 Penalty: 2481.159668
	Iteration 26Q: 3 clusters Score -229235.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -229236.468750 Penalty: 2481.159668
	Iteration 27Q: 3 clusters Score -229236.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -229237.093750 Penalty: 2481.159668
	Iteration 28Q: 3 clusters Score -229237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -229238.781250 Penalty: 2481.159668
	Iteration 29Q: 3 clusters Score -229238.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -229239.156250 Penalty: 2481.159668
	Iteration 30Q: 3 clusters Score -229239.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -229239.828125 Penalty: 2481.159668
	Iteration 31Q: 3 clusters Score -229239.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229240.015625 Penalty: 2481.159668
	Iteration 32Q: 3 clusters Score -229240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229240.015625 Penalty: 2481.159668
	Iteration 33F: 3 clusters Score -229240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (26352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Entering Unmasked Estep 
Score: -3039441.250000 Penalty: 1654.136108
	Iteration 0F: 2 clusters Score -3039441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -3021606.250000 Penalty: 3308.272217
	Iteration 0F: 3 clusters Score -3021606 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3028424.250000 Penalty: 3308.272217
	Iteration 1F: 3 clusters Score -3028424 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -3028922.000000 Penalty: 3308.272217
	Iteration 2Q: 3 clusters Score -3028922 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15886 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -3029567.000000 Penalty: 3308.272217
	Iteration 3Q: 3 clusters Score -3029567 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -3030448.250000 Penalty: 3308.272217
	Iteration 4F: 3 clusters Score -3030448 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3031605.500000 Penalty: 3308.272217
	Iteration 5F: 3 clusters Score -3031606 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -3032989.750000 Penalty: 3308.272217
	Iteration 6F: 3 clusters Score -3032990 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3034463.000000 Penalty: 3308.272217
	Iteration 7F: 3 clusters Score -3034463 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3035829.500000 Penalty: 3308.272217
	Iteration 8F: 3 clusters Score -3035830 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3036850.000000 Penalty: 3308.272217
	Iteration 9Q: 3 clusters Score -3036850 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -3037437.250000 Penalty: 3308.272217
	Iteration 10Q: 3 clusters Score -3037437 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3037766.500000 Penalty: 3308.272217
	Iteration 11Q: 3 clusters Score -3037766 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3037960.750000 Penalty: 3308.272217
	Iteration 12Q: 3 clusters Score -3037961 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3038078.000000 Penalty: 3308.272217
	Iteration 13Q: 3 clusters Score -3038078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3038136.500000 Penalty: 3308.272217
	Iteration 14Q: 3 clusters Score -3038136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3038157.750000 Penalty: 3308.272217
	Iteration 15Q: 3 clusters Score -3038158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3038175.750000 Penalty: 3308.272217
	Iteration 16Q: 3 clusters Score -3038176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3038193.250000 Penalty: 3308.272217
	Iteration 17Q: 3 clusters Score -3038193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3038198.250000 Penalty: 3308.272217
	Iteration 18Q: 3 clusters Score -3038198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3038204.500000 Penalty: 3308.272217
	Iteration 19Q: 3 clusters Score -3038204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3038206.500000 Penalty: 3308.272217
	Iteration 20F: 3 clusters Score -3038206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3038209.000000 Penalty: 3308.272217
	Iteration 21Q: 3 clusters Score -3038209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3038215.250000 Penalty: 3308.272217
	Iteration 22Q: 3 clusters Score -3038215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3038220.250000 Penalty: 3308.272217
	Iteration 23Q: 3 clusters Score -3038220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3038221.250000 Penalty: 3308.272217
	Iteration 24Q: 3 clusters Score -3038221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3038224.250000 Penalty: 3308.272217
	Iteration 25Q: 3 clusters Score -3038224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -3038224.250000 Penalty: 3308.272217
	Iteration 26F: 3 clusters Score -3038224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Entering Unmasked Estep 
Score: -161551.218750 Penalty: 1200.703735
	Iteration 0F: 2 clusters Score -161551.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159711.187500 Penalty: 2401.407471
	Iteration 0F: 3 clusters Score -159711.2 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -160185.578125 Penalty: 2401.407471
	Iteration 1F: 3 clusters Score -160185.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -160472.843750 Penalty: 2401.407471
	Iteration 2F: 3 clusters Score -160472.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -160692.734375 Penalty: 2401.407471
	Iteration 3F: 3 clusters Score -160692.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -160813.515625 Penalty: 2401.407471
	Iteration 4F: 3 clusters Score -160813.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -160896.859375 Penalty: 2401.407471
	Iteration 5Q: 3 clusters Score -160896.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -160964.468750 Penalty: 2401.407471
	Iteration 6Q: 3 clusters Score -160964.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -161035.625000 Penalty: 2401.407471
	Iteration 7Q: 3 clusters Score -161035.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161092.890625 Penalty: 2401.407471
	Iteration 8Q: 3 clusters Score -161092.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -161139.468750 Penalty: 2401.407471
	Iteration 9Q: 3 clusters Score -161139.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -161178.062500 Penalty: 2401.407471
	Iteration 10Q: 3 clusters Score -161178.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -161209.031250 Penalty: 2401.407471
	Iteration 11Q: 3 clusters Score -161209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -161227.562500 Penalty: 2401.407471
	Iteration 12Q: 3 clusters Score -161227.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -161247.906250 Penalty: 2401.407471
	Iteration 13Q: 3 clusters Score -161247.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -161260.687500 Penalty: 2401.407471
	Iteration 14Q: 3 clusters Score -161260.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -161264.359375 Penalty: 2401.407471
	Iteration 15Q: 3 clusters Score -161264.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161265.406250 Penalty: 2401.407471
	Iteration 16Q: 3 clusters Score -161265.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161268.421875 Penalty: 2401.407471
	Iteration 17Q: 3 clusters Score -161268.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -161271.171875 Penalty: 2401.407471
	Iteration 18Q: 3 clusters Score -161271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -161273.421875 Penalty: 2401.407471
	Iteration 19Q: 3 clusters Score -161273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -161277.078125 Penalty: 2401.407471
	Iteration 20F: 3 clusters Score -161277.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -161283.937500 Penalty: 2401.407471
	Iteration 21Q: 3 clusters Score -161283.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161287.234375 Penalty: 2401.407471
	Iteration 22Q: 3 clusters Score -161287.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -161288.828125 Penalty: 2401.407471
	Iteration 23Q: 3 clusters Score -161288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -161290.453125 Penalty: 2401.407471
	Iteration 24Q: 3 clusters Score -161290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -161291.953125 Penalty: 2401.407471
	Iteration 25Q: 3 clusters Score -161292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -161292.765625 Penalty: 2401.407471
	Iteration 26Q: 3 clusters Score -161292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -161292.765625 Penalty: 2401.407471
	Iteration 27F: 3 clusters Score -161292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Entering Unmasked Estep 
Score: -720364.250000 Penalty: 1417.233887
	Iteration 0F: 2 clusters Score -720364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -715704.625000 Penalty: 2834.467773
	Iteration 0F: 3 clusters Score -715704.6 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -717030.937500 Penalty: 2834.467773
	Iteration 1F: 3 clusters Score -717030.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -717215.125000 Penalty: 2834.467773
	Iteration 2F: 3 clusters Score -717215.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -717362.000000 Penalty: 2834.467773
	Iteration 3F: 3 clusters Score -717362 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -717489.500000 Penalty: 2834.467773
	Iteration 4Q: 3 clusters Score -717489.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -717608.562500 Penalty: 2834.467773
	Iteration 5Q: 3 clusters Score -717608.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -717713.437500 Penalty: 2834.467773
	Iteration 6Q: 3 clusters Score -717713.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -717823.875000 Penalty: 2834.467773
	Iteration 7Q: 3 clusters Score -717823.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -717933.625000 Penalty: 2834.467773
	Iteration 8Q: 3 clusters Score -717933.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -718055.500000 Penalty: 2834.467773
	Iteration 9Q: 3 clusters Score -718055.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -718175.875000 Penalty: 2834.467773
	Iteration 10Q: 3 clusters Score -718175.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -718306.312500 Penalty: 2834.467773
	Iteration 11Q: 3 clusters Score -718306.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -718453.875000 Penalty: 2834.467773
	Iteration 12Q: 3 clusters Score -718453.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -718597.312500 Penalty: 2834.467773
	Iteration 13Q: 3 clusters Score -718597.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -718726.937500 Penalty: 2834.467773
	Iteration 14Q: 3 clusters Score -718726.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -718857.687500 Penalty: 2834.467773
	Iteration 15Q: 3 clusters Score -718857.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -718953.937500 Penalty: 2834.467773
	Iteration 16Q: 3 clusters Score -718953.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -719010.625000 Penalty: 2834.467773
	Iteration 17Q: 3 clusters Score -719010.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -719052.437500 Penalty: 2834.467773
	Iteration 18Q: 3 clusters Score -719052.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -719066.375000 Penalty: 2834.467773
	Iteration 19Q: 3 clusters Score -719066.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -719080.750000 Penalty: 2834.467773
	Iteration 20F: 3 clusters Score -719080.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -719097.437500 Penalty: 2834.467773
	Iteration 21Q: 3 clusters Score -719097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -719111.375000 Penalty: 2834.467773
	Iteration 22Q: 3 clusters Score -719111.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -719118.375000 Penalty: 2834.467773
	Iteration 23Q: 3 clusters Score -719118.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -719126.250000 Penalty: 2834.467773
	Iteration 24Q: 3 clusters Score -719126.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -719136.312500 Penalty: 2834.467773
	Iteration 25Q: 3 clusters Score -719136.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -719140.250000 Penalty: 2834.467773
	Iteration 26Q: 3 clusters Score -719140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -719142.000000 Penalty: 2834.467773
	Iteration 27Q: 3 clusters Score -719142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -719144.187500 Penalty: 2834.467773
	Iteration 28Q: 3 clusters Score -719144.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -719144.187500 Penalty: 2834.467773
	Iteration 29F: 3 clusters Score -719144.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -72732.750000 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -72732.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71450.250000 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -71450.25 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71691.242188 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -71691.24 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -71757.289062 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -71757.29 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -71800.000000 Penalty: 2152.821289
	Iteration 3Q: 3 clusters Score -71800 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -71838.757812 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -71838.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71869.648438 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -71869.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71897.648438 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -71897.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -71930.187500 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -71930.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -71951.406250 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -71951.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -71967.867188 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -71967.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71977.968750 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -71977.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -71987.312500 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -71987.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -72003.929688 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -72003.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72016.210938 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -72016.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -72025.500000 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -72025.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -72035.125000 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -72035.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -72043.281250 Penalty: 2152.821289
	Iteration 16Q: 3 clusters Score -72043.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -72050.421875 Penalty: 2152.821289
	Iteration 17Q: 3 clusters Score -72050.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72061.617188 Penalty: 2152.821289
	Iteration 18Q: 3 clusters Score -72061.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -72064.343750 Penalty: 2152.821289
	Iteration 19Q: 3 clusters Score -72064.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -72064.820312 Penalty: 2152.821289
	Iteration 20F: 3 clusters Score -72064.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (6597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Entering Unmasked Estep 
Score: -762332.750000 Penalty: 1429.085205
	Iteration 0F: 2 clusters Score -762332.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -757368.062500 Penalty: 2858.170410
	Iteration 0F: 3 clusters Score -757368.1 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -758767.437500 Penalty: 2858.170410
	Iteration 1F: 3 clusters Score -758767.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -758950.937500 Penalty: 2858.170410
	Iteration 2F: 3 clusters Score -758950.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -759083.062500 Penalty: 2858.170410
	Iteration 3Q: 3 clusters Score -759083.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -759174.000000 Penalty: 2858.170410
	Iteration 4Q: 3 clusters Score -759174 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -759250.500000 Penalty: 2858.170410
	Iteration 5Q: 3 clusters Score -759250.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -759334.437500 Penalty: 2858.170410
	Iteration 6Q: 3 clusters Score -759334.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -759433.187500 Penalty: 2858.170410
	Iteration 7Q: 3 clusters Score -759433.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -759526.250000 Penalty: 2858.170410
	Iteration 8Q: 3 clusters Score -759526.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -759637.187500 Penalty: 2858.170410
	Iteration 9Q: 3 clusters Score -759637.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -759805.562500 Penalty: 2858.170410
	Iteration 10Q: 3 clusters Score -759805.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -760009.750000 Penalty: 2858.170410
	Iteration 11Q: 3 clusters Score -760009.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -760233.062500 Penalty: 2858.170410
	Iteration 12Q: 3 clusters Score -760233.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -760432.937500 Penalty: 2858.170410
	Iteration 13Q: 3 clusters Score -760432.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -760585.625000 Penalty: 2858.170410
	Iteration 14Q: 3 clusters Score -760585.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -760686.062500 Penalty: 2858.170410
	Iteration 15Q: 3 clusters Score -760686.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -760776.687500 Penalty: 2858.170410
	Iteration 16Q: 3 clusters Score -760776.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -760848.500000 Penalty: 2858.170410
	Iteration 17Q: 3 clusters Score -760848.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -760906.750000 Penalty: 2858.170410
	Iteration 18Q: 3 clusters Score -760906.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -760936.812500 Penalty: 2858.170410
	Iteration 19Q: 3 clusters Score -760936.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -760966.562500 Penalty: 2858.170410
	Iteration 20F: 3 clusters Score -760966.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -760992.750000 Penalty: 2858.170410
	Iteration 21Q: 3 clusters Score -760992.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -761014.875000 Penalty: 2858.170410
	Iteration 22Q: 3 clusters Score -761014.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -761033.437500 Penalty: 2858.170410
	Iteration 23Q: 3 clusters Score -761033.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -761056.437500 Penalty: 2858.170410
	Iteration 24Q: 3 clusters Score -761056.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -761075.062500 Penalty: 2858.170410
	Iteration 25Q: 3 clusters Score -761075.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -761087.625000 Penalty: 2858.170410
	Iteration 26Q: 3 clusters Score -761087.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -761098.937500 Penalty: 2858.170410
	Iteration 27Q: 3 clusters Score -761098.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -761113.062500 Penalty: 2858.170410
	Iteration 28Q: 3 clusters Score -761113.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -761120.937500 Penalty: 2858.170410
	Iteration 29Q: 3 clusters Score -761120.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -761127.750000 Penalty: 2858.170410
	Iteration 30Q: 3 clusters Score -761127.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -761132.687500 Penalty: 2858.170410
	Iteration 31Q: 3 clusters Score -761132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -761138.937500 Penalty: 2858.170410
	Iteration 32Q: 3 clusters Score -761138.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -761147.812500 Penalty: 2858.170410
	Iteration 33Q: 3 clusters Score -761147.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -761153.687500 Penalty: 2858.170410
	Iteration 34Q: 3 clusters Score -761153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -761154.750000 Penalty: 2858.170410
	Iteration 35Q: 3 clusters Score -761154.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -761154.750000 Penalty: 2858.170410
	Iteration 36F: 3 clusters Score -761154.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Entering Unmasked Estep 
Score: -219476.125000 Penalty: 1226.211670
	Iteration 0F: 2 clusters Score -219476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -217418.468750 Penalty: 2452.423340
	Iteration 0F: 3 clusters Score -217418.5 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -217810.390625 Penalty: 2452.423340
	Iteration 1F: 3 clusters Score -217810.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -217916.687500 Penalty: 2452.423340
	Iteration 2F: 3 clusters Score -217916.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -217979.781250 Penalty: 2452.423340
	Iteration 3F: 3 clusters Score -217979.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -218014.796875 Penalty: 2452.423340
	Iteration 4Q: 3 clusters Score -218014.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -218039.562500 Penalty: 2452.423340
	Iteration 5Q: 3 clusters Score -218039.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -218054.546875 Penalty: 2452.423340
	Iteration 6Q: 3 clusters Score -218054.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -218063.921875 Penalty: 2452.423340
	Iteration 7Q: 3 clusters Score -218063.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -218071.531250 Penalty: 2452.423340
	Iteration 8Q: 3 clusters Score -218071.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -218078.343750 Penalty: 2452.423340
	Iteration 9Q: 3 clusters Score -218078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -218081.921875 Penalty: 2452.423340
	Iteration 10Q: 3 clusters Score -218081.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -218083.234375 Penalty: 2452.423340
	Iteration 11Q: 3 clusters Score -218083.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -218084.578125 Penalty: 2452.423340
	Iteration 12Q: 3 clusters Score -218084.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -218087.468750 Penalty: 2452.423340
	Iteration 13Q: 3 clusters Score -218087.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -218090.500000 Penalty: 2452.423340
	Iteration 14Q: 3 clusters Score -218090.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -218091.953125 Penalty: 2452.423340
	Iteration 15Q: 3 clusters Score -218092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -218093.078125 Penalty: 2452.423340
	Iteration 16Q: 3 clusters Score -218093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -218094.234375 Penalty: 2452.423340
	Iteration 17Q: 3 clusters Score -218094.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -218095.828125 Penalty: 2452.423340
	Iteration 18Q: 3 clusters Score -218095.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -218098.406250 Penalty: 2452.423340
	Iteration 19Q: 3 clusters Score -218098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -218098.906250 Penalty: 2452.423340
	Iteration 20F: 3 clusters Score -218098.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -218099.750000 Penalty: 2452.423340
	Iteration 21Q: 3 clusters Score -218099.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -218099.750000 Penalty: 2452.423340
	Iteration 22F: 3 clusters Score -218099.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -913449.500000 Penalty: 1462.918945
	Iteration 0F: 2 clusters Score -913449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -907459.187500 Penalty: 2925.837891
	Iteration 0F: 3 clusters Score -907459.2 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -909459.375000 Penalty: 2925.837891
	Iteration 1F: 3 clusters Score -909459.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -909791.937500 Penalty: 2925.837891
	Iteration 2F: 3 clusters Score -909791.9 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -910084.500000 Penalty: 2925.837891
	Iteration 3F: 3 clusters Score -910084.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -910331.625000 Penalty: 2925.837891
	Iteration 4F: 3 clusters Score -910331.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -910567.187500 Penalty: 2925.837891
	Iteration 5Q: 3 clusters Score -910567.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -910788.500000 Penalty: 2925.837891
	Iteration 6Q: 3 clusters Score -910788.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -910983.187500 Penalty: 2925.837891
	Iteration 7Q: 3 clusters Score -910983.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -911176.250000 Penalty: 2925.837891
	Iteration 8Q: 3 clusters Score -911176.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -911329.812500 Penalty: 2925.837891
	Iteration 9Q: 3 clusters Score -911329.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -911448.875000 Penalty: 2925.837891
	Iteration 10Q: 3 clusters Score -911448.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -911535.625000 Penalty: 2925.837891
	Iteration 11Q: 3 clusters Score -911535.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -911600.625000 Penalty: 2925.837891
	Iteration 12Q: 3 clusters Score -911600.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -911662.125000 Penalty: 2925.837891
	Iteration 13Q: 3 clusters Score -911662.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -911713.000000 Penalty: 2925.837891
	Iteration 14Q: 3 clusters Score -911713 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -911751.000000 Penalty: 2925.837891
	Iteration 15Q: 3 clusters Score -911751 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -911776.750000 Penalty: 2925.837891
	Iteration 16Q: 3 clusters Score -911776.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -911797.500000 Penalty: 2925.837891
	Iteration 17Q: 3 clusters Score -911797.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -911824.937500 Penalty: 2925.837891
	Iteration 18Q: 3 clusters Score -911824.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -911853.875000 Penalty: 2925.837891
	Iteration 19Q: 3 clusters Score -911853.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -911883.375000 Penalty: 2925.837891
	Iteration 20F: 3 clusters Score -911883.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -911906.125000 Penalty: 2925.837891
	Iteration 21Q: 3 clusters Score -911906.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -911929.687500 Penalty: 2925.837891
	Iteration 22Q: 3 clusters Score -911929.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -911946.062500 Penalty: 2925.837891
	Iteration 23Q: 3 clusters Score -911946.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -911956.812500 Penalty: 2925.837891
	Iteration 24Q: 3 clusters Score -911956.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -911973.000000 Penalty: 2925.837891
	Iteration 25Q: 3 clusters Score -911973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -911986.250000 Penalty: 2925.837891
	Iteration 26Q: 3 clusters Score -911986.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -912002.750000 Penalty: 2925.837891
	Iteration 27Q: 3 clusters Score -912002.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -912014.812500 Penalty: 2925.837891
	Iteration 28Q: 3 clusters Score -912014.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -912020.812500 Penalty: 2925.837891
	Iteration 29Q: 3 clusters Score -912020.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -912038.312500 Penalty: 2925.837891
	Iteration 30Q: 3 clusters Score -912038.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -912051.062500 Penalty: 2925.837891
	Iteration 31Q: 3 clusters Score -912051.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -912061.000000 Penalty: 2925.837891
	Iteration 32Q: 3 clusters Score -912061 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -912069.937500 Penalty: 2925.837891
	Iteration 33Q: 3 clusters Score -912069.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -912080.500000 Penalty: 2925.837891
	Iteration 34Q: 3 clusters Score -912080.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -912085.312500 Penalty: 2925.837891
	Iteration 35Q: 3 clusters Score -912085.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -912092.750000 Penalty: 2925.837891
	Iteration 36Q: 3 clusters Score -912092.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -912099.812500 Penalty: 2925.837891
	Iteration 37Q: 3 clusters Score -912099.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -912103.562500 Penalty: 2925.837891
	Iteration 38Q: 3 clusters Score -912103.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -912110.437500 Penalty: 2925.837891
	Iteration 39Q: 3 clusters Score -912110.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -912117.562500 Penalty: 2925.837891
	Iteration 40F: 3 clusters Score -912117.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -912120.750000 Penalty: 2925.837891
	Iteration 41Q: 3 clusters Score -912120.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -912122.187500 Penalty: 2925.837891
	Iteration 42Q: 3 clusters Score -912122.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -912129.062500 Penalty: 2925.837891
	Iteration 43Q: 3 clusters Score -912129.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -912134.812500 Penalty: 2925.837891
	Iteration 44Q: 3 clusters Score -912134.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -912139.375000 Penalty: 2925.837891
	Iteration 45Q: 3 clusters Score -912139.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -912140.562500 Penalty: 2925.837891
	Iteration 46Q: 3 clusters Score -912140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -912144.500000 Penalty: 2925.837891
	Iteration 47Q: 3 clusters Score -912144.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -912147.000000 Penalty: 2925.837891
	Iteration 48Q: 3 clusters Score -912147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -912148.687500 Penalty: 2925.837891
	Iteration 49Q: 3 clusters Score -912148.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -912151.250000 Penalty: 2925.837891
	Iteration 50Q: 3 clusters Score -912151.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -912152.750000 Penalty: 2925.837891
	Iteration 51Q: 3 clusters Score -912152.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -912155.312500 Penalty: 2925.837891
	Iteration 52Q: 3 clusters Score -912155.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -912155.875000 Penalty: 2925.837891
	Iteration 53Q: 3 clusters Score -912155.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -912156.375000 Penalty: 2925.837891
	Iteration 54Q: 3 clusters Score -912156.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -912160.375000 Penalty: 2925.837891
	Iteration 55Q: 3 clusters Score -912160.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -912161.062500 Penalty: 2925.837891
	Iteration 56Q: 3 clusters Score -912161.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -912160.812500 Penalty: 2925.837891
	Iteration 57Q: 3 clusters Score -912160.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -912160.687500 Penalty: 2925.837891
	Iteration 58Q: 3 clusters Score -912160.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -912160.375000 Penalty: 2925.837891
	Iteration 59Q: 3 clusters Score -912160.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -912160.375000 Penalty: 2925.837891
	Iteration 60F: 3 clusters Score -912160.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Entering Unmasked Estep 
Score: -112402.312500 Penalty: 1127.628784
	Iteration 0F: 2 clusters Score -112402.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -110932.335938 Penalty: 2255.257568
	Iteration 0F: 3 clusters Score -110932.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -111170.164062 Penalty: 2255.257568
	Iteration 1F: 3 clusters Score -111170.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -111215.132812 Penalty: 2255.257568
	Iteration 2Q: 3 clusters Score -111215.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -111250.843750 Penalty: 2255.257568
	Iteration 3Q: 3 clusters Score -111250.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -111272.937500 Penalty: 2255.257568
	Iteration 4Q: 3 clusters Score -111272.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111282.101562 Penalty: 2255.257568
	Iteration 5Q: 3 clusters Score -111282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111287.890625 Penalty: 2255.257568
	Iteration 6Q: 3 clusters Score -111287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111296.835938 Penalty: 2255.257568
	Iteration 7Q: 3 clusters Score -111296.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -111311.781250 Penalty: 2255.257568
	Iteration 8Q: 3 clusters Score -111311.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -111326.187500 Penalty: 2255.257568
	Iteration 9Q: 3 clusters Score -111326.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -111340.609375 Penalty: 2255.257568
	Iteration 10Q: 3 clusters Score -111340.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -111349.281250 Penalty: 2255.257568
	Iteration 11Q: 3 clusters Score -111349.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -111362.101562 Penalty: 2255.257568
	Iteration 12Q: 3 clusters Score -111362.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111364.757812 Penalty: 2255.257568
	Iteration 13Q: 3 clusters Score -111364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -111370.710938 Penalty: 2255.257568
	Iteration 14Q: 3 clusters Score -111370.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -111376.468750 Penalty: 2255.257568
	Iteration 15Q: 3 clusters Score -111376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -111392.039062 Penalty: 2255.257568
	Iteration 16Q: 3 clusters Score -111392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -111404.523438 Penalty: 2255.257568
	Iteration 17Q: 3 clusters Score -111404.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -111415.734375 Penalty: 2255.257568
	Iteration 18Q: 3 clusters Score -111415.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -111423.382812 Penalty: 2255.257568
	Iteration 19Q: 3 clusters Score -111423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -111429.125000 Penalty: 2255.257568
	Iteration 20F: 3 clusters Score -111429.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -111436.695312 Penalty: 2255.257568
	Iteration 21Q: 3 clusters Score -111436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -111439.578125 Penalty: 2255.257568
	Iteration 22Q: 3 clusters Score -111439.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -111445.039062 Penalty: 2255.257568
	Iteration 23Q: 3 clusters Score -111445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -111451.781250 Penalty: 2255.257568
	Iteration 24Q: 3 clusters Score -111451.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111460.554688 Penalty: 2255.257568
	Iteration 25Q: 3 clusters Score -111460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111462.093750 Penalty: 2255.257568
	Iteration 26Q: 3 clusters Score -111462.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111462.742188 Penalty: 2255.257568
	Iteration 27Q: 3 clusters Score -111462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -111465.750000 Penalty: 2255.257568
	Iteration 28Q: 3 clusters Score -111465.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111466.750000 Penalty: 2255.257568
	Iteration 29Q: 3 clusters Score -111466.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -111466.750000 Penalty: 2255.257568
	Iteration 30F: 3 clusters Score -111466.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (5857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Entering Unmasked Estep 
Score: -661481.625000 Penalty: 1409.751343
	Iteration 0F: 2 clusters Score -661481.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -656929.312500 Penalty: 2819.502686
	Iteration 0F: 3 clusters Score -656929.3 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -658181.437500 Penalty: 2819.502686
	Iteration 1F: 3 clusters Score -658181.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -658357.312500 Penalty: 2819.502686
	Iteration 2F: 3 clusters Score -658357.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -658494.187500 Penalty: 2819.502686
	Iteration 3Q: 3 clusters Score -658494.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -658633.312500 Penalty: 2819.502686
	Iteration 4Q: 3 clusters Score -658633.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -658795.562500 Penalty: 2819.502686
	Iteration 5Q: 3 clusters Score -658795.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -659011.937500 Penalty: 2819.502686
	Iteration 6Q: 3 clusters Score -659011.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -659255.437500 Penalty: 2819.502686
	Iteration 7Q: 3 clusters Score -659255.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -659504.500000 Penalty: 2819.502686
	Iteration 8Q: 3 clusters Score -659504.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -659692.812500 Penalty: 2819.502686
	Iteration 9Q: 3 clusters Score -659692.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -659810.812500 Penalty: 2819.502686
	Iteration 10Q: 3 clusters Score -659810.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -659890.875000 Penalty: 2819.502686
	Iteration 11Q: 3 clusters Score -659890.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -659945.937500 Penalty: 2819.502686
	Iteration 12Q: 3 clusters Score -659945.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -660014.187500 Penalty: 2819.502686
	Iteration 13Q: 3 clusters Score -660014.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -660083.500000 Penalty: 2819.502686
	Iteration 14Q: 3 clusters Score -660083.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -660163.187500 Penalty: 2819.502686
	Iteration 15Q: 3 clusters Score -660163.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -660242.437500 Penalty: 2819.502686
	Iteration 16Q: 3 clusters Score -660242.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -660315.437500 Penalty: 2819.502686
	Iteration 17Q: 3 clusters Score -660315.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -660375.312500 Penalty: 2819.502686
	Iteration 18Q: 3 clusters Score -660375.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -660415.937500 Penalty: 2819.502686
	Iteration 19Q: 3 clusters Score -660415.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -660459.625000 Penalty: 2819.502686
	Iteration 20F: 3 clusters Score -660459.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -660486.875000 Penalty: 2819.502686
	Iteration 21Q: 3 clusters Score -660486.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -660507.062500 Penalty: 2819.502686
	Iteration 22Q: 3 clusters Score -660507.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -660522.562500 Penalty: 2819.502686
	Iteration 23Q: 3 clusters Score -660522.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -660537.062500 Penalty: 2819.502686
	Iteration 24Q: 3 clusters Score -660537.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -660543.375000 Penalty: 2819.502686
	Iteration 25Q: 3 clusters Score -660543.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -660551.687500 Penalty: 2819.502686
	Iteration 26Q: 3 clusters Score -660551.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -660555.187500 Penalty: 2819.502686
	Iteration 27Q: 3 clusters Score -660555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -660558.187500 Penalty: 2819.502686
	Iteration 28Q: 3 clusters Score -660558.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -660560.937500 Penalty: 2819.502686
	Iteration 29Q: 3 clusters Score -660560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -660563.187500 Penalty: 2819.502686
	Iteration 30Q: 3 clusters Score -660563.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -660567.375000 Penalty: 2819.502686
	Iteration 31Q: 3 clusters Score -660567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -660569.375000 Penalty: 2819.502686
	Iteration 32Q: 3 clusters Score -660569.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -660570.937500 Penalty: 2819.502686
	Iteration 33Q: 3 clusters Score -660570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -660569.500000 Penalty: 2819.502686
	Iteration 34Q: 3 clusters Score -660569.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -660572.437500 Penalty: 2819.502686
	Iteration 35Q: 3 clusters Score -660572.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -660572.812500 Penalty: 2819.502686
	Iteration 36Q: 3 clusters Score -660572.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -660574.437500 Penalty: 2819.502686
	Iteration 37Q: 3 clusters Score -660574.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -660577.000000 Penalty: 2819.502686
	Iteration 38Q: 3 clusters Score -660577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -660578.437500 Penalty: 2819.502686
	Iteration 39Q: 3 clusters Score -660578.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -660580.000000 Penalty: 2819.502686
	Iteration 40F: 3 clusters Score -660580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -660581.437500 Penalty: 2819.502686
	Iteration 41Q: 3 clusters Score -660581.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -660583.187500 Penalty: 2819.502686
	Iteration 42Q: 3 clusters Score -660583.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -660585.000000 Penalty: 2819.502686
	Iteration 43Q: 3 clusters Score -660585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -660586.500000 Penalty: 2819.502686
	Iteration 44Q: 3 clusters Score -660586.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -660586.375000 Penalty: 2819.502686
	Iteration 45Q: 3 clusters Score -660586.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -660586.375000 Penalty: 2819.502686
	Iteration 46F: 3 clusters Score -660586.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -287540.468750 Penalty: 1274.370361
	Iteration 0F: 2 clusters Score -287540.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -285107.062500 Penalty: 2548.740723
	Iteration 0F: 3 clusters Score -285107.1 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -285666.031250 Penalty: 2548.740723
	Iteration 1F: 3 clusters Score -285666 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -285797.625000 Penalty: 2548.740723
	Iteration 2F: 3 clusters Score -285797.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -285873.375000 Penalty: 2548.740723
	Iteration 3Q: 3 clusters Score -285873.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -285923.000000 Penalty: 2548.740723
	Iteration 4Q: 3 clusters Score -285923 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -285953.687500 Penalty: 2548.740723
	Iteration 5Q: 3 clusters Score -285953.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -285981.062500 Penalty: 2548.740723
	Iteration 6Q: 3 clusters Score -285981.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -286009.718750 Penalty: 2548.740723
	Iteration 7Q: 3 clusters Score -286009.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -286037.562500 Penalty: 2548.740723
	Iteration 8Q: 3 clusters Score -286037.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -286063.375000 Penalty: 2548.740723
	Iteration 9Q: 3 clusters Score -286063.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -286092.187500 Penalty: 2548.740723
	Iteration 10Q: 3 clusters Score -286092.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -286130.937500 Penalty: 2548.740723
	Iteration 11Q: 3 clusters Score -286130.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -286171.468750 Penalty: 2548.740723
	Iteration 12Q: 3 clusters Score -286171.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -286220.281250 Penalty: 2548.740723
	Iteration 13Q: 3 clusters Score -286220.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -286281.000000 Penalty: 2548.740723
	Iteration 14Q: 3 clusters Score -286281 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -286356.812500 Penalty: 2548.740723
	Iteration 15Q: 3 clusters Score -286356.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -286454.000000 Penalty: 2548.740723
	Iteration 16Q: 3 clusters Score -286454 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -286562.125000 Penalty: 2548.740723
	Iteration 17Q: 3 clusters Score -286562.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -286651.968750 Penalty: 2548.740723
	Iteration 18Q: 3 clusters Score -286652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -286732.531250 Penalty: 2548.740723
	Iteration 19Q: 3 clusters Score -286732.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286821.187500 Penalty: 2548.740723
	Iteration 20F: 3 clusters Score -286821.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286910.218750 Penalty: 2548.740723
	Iteration 21Q: 3 clusters Score -286910.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -286960.281250 Penalty: 2548.740723
	Iteration 22Q: 3 clusters Score -286960.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -286985.343750 Penalty: 2548.740723
	Iteration 23Q: 3 clusters Score -286985.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286996.437500 Penalty: 2548.740723
	Iteration 24Q: 3 clusters Score -286996.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -287009.312500 Penalty: 2548.740723
	Iteration 25Q: 3 clusters Score -287009.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -287019.875000 Penalty: 2548.740723
	Iteration 26Q: 3 clusters Score -287019.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -287028.406250 Penalty: 2548.740723
	Iteration 27Q: 3 clusters Score -287028.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -287033.562500 Penalty: 2548.740723
	Iteration 28Q: 3 clusters Score -287033.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -287037.218750 Penalty: 2548.740723
	Iteration 29Q: 3 clusters Score -287037.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -287040.250000 Penalty: 2548.740723
	Iteration 30Q: 3 clusters Score -287040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -287041.218750 Penalty: 2548.740723
	Iteration 31Q: 3 clusters Score -287041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -287041.250000 Penalty: 2548.740723
	Iteration 32Q: 3 clusters Score -287041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -287041.250000 Penalty: 2548.740723
	Iteration 33F: 3 clusters Score -287041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -37754.632812 Penalty: 978.416260
	Iteration 0F: 2 clusters Score -37754.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36780.792969 Penalty: 1956.832520
	Iteration 0F: 3 clusters Score -36780.79 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -36978.984375 Penalty: 1956.832520
	Iteration 1F: 3 clusters Score -36978.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -37071.406250 Penalty: 1956.832520
	Iteration 2F: 3 clusters Score -37071.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37117.503906 Penalty: 1956.832520
	Iteration 3Q: 3 clusters Score -37117.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -37161.230469 Penalty: 1956.832520
	Iteration 4Q: 3 clusters Score -37161.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -37207.949219 Penalty: 1956.832520
	Iteration 5Q: 3 clusters Score -37207.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -37250.109375 Penalty: 1956.832520
	Iteration 6Q: 3 clusters Score -37250.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -37289.640625 Penalty: 1956.832520
	Iteration 7Q: 3 clusters Score -37289.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -37345.703125 Penalty: 1956.832520
	Iteration 8Q: 3 clusters Score -37345.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37378.105469 Penalty: 1956.832520
	Iteration 9Q: 3 clusters Score -37378.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -37391.398438 Penalty: 1956.832520
	Iteration 10Q: 3 clusters Score -37391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37391.785156 Penalty: 1956.832520
	Iteration 11Q: 3 clusters Score -37391.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -37391.785156 Penalty: 1956.832520
	Iteration 12F: 3 clusters Score -37391.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (4720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Entering Unmasked Estep 
Score: -474364.000000 Penalty: 1374.679199
	Iteration 0F: 2 clusters Score -474364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -470601.312500 Penalty: 2749.358398
	Iteration 0F: 3 clusters Score -470601.3 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -471916.531250 Penalty: 2749.358398
	Iteration 1F: 3 clusters Score -471916.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -472321.937500 Penalty: 2749.358398
	Iteration 2F: 3 clusters Score -472321.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -472647.875000 Penalty: 2749.358398
	Iteration 3F: 3 clusters Score -472647.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -472934.281250 Penalty: 2749.358398
	Iteration 4F: 3 clusters Score -472934.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -473170.156250 Penalty: 2749.358398
	Iteration 5F: 3 clusters Score -473170.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -473353.812500 Penalty: 2749.358398
	Iteration 6Q: 3 clusters Score -473353.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -473484.812500 Penalty: 2749.358398
	Iteration 7Q: 3 clusters Score -473484.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -473572.093750 Penalty: 2749.358398
	Iteration 8Q: 3 clusters Score -473572.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -473646.875000 Penalty: 2749.358398
	Iteration 9Q: 3 clusters Score -473646.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -473717.562500 Penalty: 2749.358398
	Iteration 10Q: 3 clusters Score -473717.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -473769.625000 Penalty: 2749.358398
	Iteration 11Q: 3 clusters Score -473769.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -473815.468750 Penalty: 2749.358398
	Iteration 12Q: 3 clusters Score -473815.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -473854.625000 Penalty: 2749.358398
	Iteration 13Q: 3 clusters Score -473854.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -473888.093750 Penalty: 2749.358398
	Iteration 14Q: 3 clusters Score -473888.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -473919.500000 Penalty: 2749.358398
	Iteration 15Q: 3 clusters Score -473919.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -473940.500000 Penalty: 2749.358398
	Iteration 16Q: 3 clusters Score -473940.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -473952.531250 Penalty: 2749.358398
	Iteration 17Q: 3 clusters Score -473952.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -473967.281250 Penalty: 2749.358398
	Iteration 18Q: 3 clusters Score -473967.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -473983.156250 Penalty: 2749.358398
	Iteration 19Q: 3 clusters Score -473983.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -473999.687500 Penalty: 2749.358398
	Iteration 20F: 3 clusters Score -473999.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -474013.093750 Penalty: 2749.358398
	Iteration 21Q: 3 clusters Score -474013.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -474023.906250 Penalty: 2749.358398
	Iteration 22Q: 3 clusters Score -474023.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -474032.218750 Penalty: 2749.358398
	Iteration 23Q: 3 clusters Score -474032.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -474039.593750 Penalty: 2749.358398
	Iteration 24Q: 3 clusters Score -474039.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -474051.312500 Penalty: 2749.358398
	Iteration 25Q: 3 clusters Score -474051.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -474059.031250 Penalty: 2749.358398
	Iteration 26Q: 3 clusters Score -474059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -474069.343750 Penalty: 2749.358398
	Iteration 27Q: 3 clusters Score -474069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -474073.562500 Penalty: 2749.358398
	Iteration 28Q: 3 clusters Score -474073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -474075.687500 Penalty: 2749.358398
	Iteration 29Q: 3 clusters Score -474075.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -474079.812500 Penalty: 2749.358398
	Iteration 30Q: 3 clusters Score -474079.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -474084.812500 Penalty: 2749.358398
	Iteration 31Q: 3 clusters Score -474084.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -474087.843750 Penalty: 2749.358398
	Iteration 32Q: 3 clusters Score -474087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -474088.312500 Penalty: 2749.358398
	Iteration 33Q: 3 clusters Score -474088.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -474090.500000 Penalty: 2749.358398
	Iteration 34Q: 3 clusters Score -474090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -474091.781250 Penalty: 2749.358398
	Iteration 35Q: 3 clusters Score -474091.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -474092.406250 Penalty: 2749.358398
	Iteration 36Q: 3 clusters Score -474092.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -474092.281250 Penalty: 2749.358398
	Iteration 37Q: 3 clusters Score -474092.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -474092.281250 Penalty: 2749.358398
	Iteration 38F: 3 clusters Score -474092.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -225805.390625 Penalty: 1233.267090
	Iteration 0F: 2 clusters Score -225805.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -223686.906250 Penalty: 2466.534180
	Iteration 0F: 3 clusters Score -223686.9 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -224131.171875 Penalty: 2466.534180
	Iteration 1F: 3 clusters Score -224131.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -224222.218750 Penalty: 2466.534180
	Iteration 2F: 3 clusters Score -224222.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -224286.984375 Penalty: 2466.534180
	Iteration 3Q: 3 clusters Score -224287 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -224326.046875 Penalty: 2466.534180
	Iteration 4Q: 3 clusters Score -224326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -224353.468750 Penalty: 2466.534180
	Iteration 5Q: 3 clusters Score -224353.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -224369.484375 Penalty: 2466.534180
	Iteration 6Q: 3 clusters Score -224369.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -224383.312500 Penalty: 2466.534180
	Iteration 7Q: 3 clusters Score -224383.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -224395.015625 Penalty: 2466.534180
	Iteration 8Q: 3 clusters Score -224395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -224404.453125 Penalty: 2466.534180
	Iteration 9Q: 3 clusters Score -224404.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -224413.156250 Penalty: 2466.534180
	Iteration 10Q: 3 clusters Score -224413.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -224423.234375 Penalty: 2466.534180
	Iteration 11Q: 3 clusters Score -224423.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -224432.968750 Penalty: 2466.534180
	Iteration 12Q: 3 clusters Score -224433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -224441.250000 Penalty: 2466.534180
	Iteration 13Q: 3 clusters Score -224441.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -224451.046875 Penalty: 2466.534180
	Iteration 14Q: 3 clusters Score -224451 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -224462.109375 Penalty: 2466.534180
	Iteration 15Q: 3 clusters Score -224462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224469.640625 Penalty: 2466.534180
	Iteration 16Q: 3 clusters Score -224469.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -224481.015625 Penalty: 2466.534180
	Iteration 17Q: 3 clusters Score -224481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -224491.750000 Penalty: 2466.534180
	Iteration 18Q: 3 clusters Score -224491.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -224499.015625 Penalty: 2466.534180
	Iteration 19Q: 3 clusters Score -224499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -224507.609375 Penalty: 2466.534180
	Iteration 20F: 3 clusters Score -224507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -224516.156250 Penalty: 2466.534180
	Iteration 21Q: 3 clusters Score -224516.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -224524.296875 Penalty: 2466.534180
	Iteration 22Q: 3 clusters Score -224524.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -224534.328125 Penalty: 2466.534180
	Iteration 23Q: 3 clusters Score -224534.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -224549.390625 Penalty: 2466.534180
	Iteration 24Q: 3 clusters Score -224549.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -224555.734375 Penalty: 2466.534180
	Iteration 25Q: 3 clusters Score -224555.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -224561.890625 Penalty: 2466.534180
	Iteration 26Q: 3 clusters Score -224561.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -224568.765625 Penalty: 2466.534180
	Iteration 27Q: 3 clusters Score -224568.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -224574.953125 Penalty: 2466.534180
	Iteration 28Q: 3 clusters Score -224575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -224578.593750 Penalty: 2466.534180
	Iteration 29Q: 3 clusters Score -224578.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -224581.593750 Penalty: 2466.534180
	Iteration 30Q: 3 clusters Score -224581.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -224583.109375 Penalty: 2466.534180
	Iteration 31Q: 3 clusters Score -224583.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -224584.093750 Penalty: 2466.534180
	Iteration 32Q: 3 clusters Score -224584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -224584.796875 Penalty: 2466.534180
	Iteration 33Q: 3 clusters Score -224584.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -224585.968750 Penalty: 2466.534180
	Iteration 34Q: 3 clusters Score -224586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -224585.968750 Penalty: 2466.534180
	Iteration 35F: 3 clusters Score -224586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (88703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88703 members 
Entering Unmasked Estep 
Score: -10166739.000000 Penalty: 1851.370483
	Iteration 0F: 2 clusters Score -1.016674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -10107343.000000 Penalty: 3702.740967
	Iteration 0F: 3 clusters Score -1.010734e+07 nChanged 42283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -10131577.000000 Penalty: 3702.740967
	Iteration 1F: 3 clusters Score -1.013158e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -10132163.000000 Penalty: 3702.740967
	Iteration 2Q: 3 clusters Score -1.013216e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -10132850.000000 Penalty: 3702.740967
	Iteration 3Q: 3 clusters Score -1.013285e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -10133781.000000 Penalty: 3702.740967
	Iteration 4Q: 3 clusters Score -1.013378e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -10135052.000000 Penalty: 3702.740967
	Iteration 5Q: 3 clusters Score -1.013505e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 53974 members 
Entering Unmasked Estep 
Score: -10137215.000000 Penalty: 3702.740967
	Iteration 6Q: 3 clusters Score -1.013722e+07 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 58326 members 
Entering Unmasked Estep 
Score: -10140497.000000 Penalty: 3702.740967
	Iteration 7F: 3 clusters Score -1.01405e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 63722 members 
Entering Unmasked Estep 
Score: -10145214.000000 Penalty: 3702.740967
	Iteration 8F: 3 clusters Score -1.014521e+07 nChanged 6145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 69321 members 
Entering Unmasked Estep 
Score: -10150804.000000 Penalty: 3702.740967
	Iteration 9F: 3 clusters Score -1.01508e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -10155686.000000 Penalty: 3702.740967
	Iteration 10F: 3 clusters Score -1.015569e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 77858 members 
Entering Unmasked Estep 
Score: -10158881.000000 Penalty: 3702.740967
	Iteration 11Q: 3 clusters Score -1.015888e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 80467 members 
Entering Unmasked Estep 
Score: -10161070.000000 Penalty: 3702.740967
	Iteration 12Q: 3 clusters Score -1.016107e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 82395 members 
Entering Unmasked Estep 
Score: -10162423.000000 Penalty: 3702.740967
	Iteration 13Q: 3 clusters Score -1.016242e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 83859 members 
Entering Unmasked Estep 
Score: -10163394.000000 Penalty: 3702.740967
	Iteration 14Q: 3 clusters Score -1.016339e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 84960 members 
Entering Unmasked Estep 
Score: -10164271.000000 Penalty: 3702.740967
	Iteration 15Q: 3 clusters Score -1.016427e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 85763 members 
Entering Unmasked Estep 
Score: -10164798.000000 Penalty: 3702.740967
	Iteration 16Q: 3 clusters Score -1.01648e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -10165103.000000 Penalty: 3702.740967
	Iteration 17Q: 3 clusters Score -1.01651e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 86627 members 
Entering Unmasked Estep 
Score: -10165272.000000 Penalty: 3702.740967
	Iteration 18Q: 3 clusters Score -1.016527e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 86850 members 
Entering Unmasked Estep 
Score: -10165420.000000 Penalty: 3702.740967
	Iteration 19Q: 3 clusters Score -1.016542e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 87002 members 
Entering Unmasked Estep 
Score: -10165480.000000 Penalty: 3702.740967
	Iteration 20F: 3 clusters Score -1.016548e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -10165510.000000 Penalty: 3702.740967
	Iteration 21Q: 3 clusters Score -1.016551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 87195 members 
Entering Unmasked Estep 
Score: -10165536.000000 Penalty: 3702.740967
	Iteration 22Q: 3 clusters Score -1.016554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 87278 members 
Entering Unmasked Estep 
Score: -10165547.000000 Penalty: 3702.740967
	Iteration 23Q: 3 clusters Score -1.016555e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 87336 members 
Entering Unmasked Estep 
Score: -10165586.000000 Penalty: 3702.740967
	Iteration 24Q: 3 clusters Score -1.016559e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -10165616.000000 Penalty: 3702.740967
	Iteration 25Q: 3 clusters Score -1.016562e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 87416 members 
Entering Unmasked Estep 
Score: -10165644.000000 Penalty: 3702.740967
	Iteration 26Q: 3 clusters Score -1.016564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -10165691.000000 Penalty: 3702.740967
	Iteration 27Q: 3 clusters Score -1.016569e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 87472 members 
Entering Unmasked Estep 
Score: -10165719.000000 Penalty: 3702.740967
	Iteration 28Q: 3 clusters Score -1.016572e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -10165723.000000 Penalty: 3702.740967
	Iteration 29Q: 3 clusters Score -1.016572e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 87504 members 
Entering Unmasked Estep 
Score: -10165755.000000 Penalty: 3702.740967
	Iteration 30Q: 3 clusters Score -1.016576e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 87522 members 
Entering Unmasked Estep 
Score: -10165764.000000 Penalty: 3702.740967
	Iteration 31Q: 3 clusters Score -1.016576e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 87537 members 
Entering Unmasked Estep 
Score: -10165781.000000 Penalty: 3702.740967
	Iteration 32Q: 3 clusters Score -1.016578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -10165790.000000 Penalty: 3702.740967
	Iteration 33Q: 3 clusters Score -1.016579e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -10165794.000000 Penalty: 3702.740967
	Iteration 34Q: 3 clusters Score -1.016579e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 87557 members 
Entering Unmasked Estep 
Score: -10165814.000000 Penalty: 3702.740967
	Iteration 35Q: 3 clusters Score -1.016581e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -10165809.000000 Penalty: 3702.740967
	Iteration 36Q: 3 clusters Score -1.016581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 87551 members 
Entering Unmasked Estep 
Score: -10165798.000000 Penalty: 3702.740967
	Iteration 37Q: 3 clusters Score -1.01658e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -10165804.000000 Penalty: 3702.740967
	Iteration 38Q: 3 clusters Score -1.01658e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -10165801.000000 Penalty: 3702.740967
	Iteration 39Q: 3 clusters Score -1.01658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -10165799.000000 Penalty: 3702.740967
	Iteration 40F: 3 clusters Score -1.01658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -10165808.000000 Penalty: 3702.740967
	Iteration 41Q: 3 clusters Score -1.016581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 87568 members 
Entering Unmasked Estep 
Score: -10165812.000000 Penalty: 3702.740967
	Iteration 42Q: 3 clusters Score -1.016581e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 87571 members 
Entering Unmasked Estep 
Score: -10165804.000000 Penalty: 3702.740967
	Iteration 43Q: 3 clusters Score -1.01658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 87572 members 
Entering Unmasked Estep 
Score: -10165806.000000 Penalty: 3702.740967
	Iteration 44Q: 3 clusters Score -1.016581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -10165806.000000 Penalty: 3702.740967
	Iteration 45Q: 3 clusters Score -1.016581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 87574 members 
Entering Unmasked Estep 
Score: -10165814.000000 Penalty: 3702.740967
	Iteration 46Q: 3 clusters Score -1.016581e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 87575 members 
Entering Unmasked Estep 
Score: -10165808.000000 Penalty: 3702.740967
	Iteration 47Q: 3 clusters Score -1.016581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 87576 members 
Entering Unmasked Estep 
Score: -10165806.000000 Penalty: 3702.740967
	Iteration 48Q: 3 clusters Score -1.016581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 87577 members 
Entering Unmasked Estep 
Score: -10165810.000000 Penalty: 3702.740967
	Iteration 49Q: 3 clusters Score -1.016581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 87578 members 
Entering Unmasked Estep 
Score: -10165807.000000 Penalty: 3702.740967
	Iteration 50Q: 3 clusters Score -1.016581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -10165812.000000 Penalty: 3702.740967
	Iteration 51Q: 3 clusters Score -1.016581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 87581 members 
Entering Unmasked Estep 
Score: -10165813.000000 Penalty: 3702.740967
	Iteration 52Q: 3 clusters Score -1.016581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -10165811.000000 Penalty: 3702.740967
	Iteration 53Q: 3 clusters Score -1.016581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 87580 members 
Entering Unmasked Estep 
Score: -10165809.000000 Penalty: 3702.740967
	Iteration 54Q: 3 clusters Score -1.016581e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -10165805.000000 Penalty: 3702.740967
	Iteration 55Q: 3 clusters Score -1.01658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 87579 members 
Entering Unmasked Estep 
Score: -10165805.000000 Penalty: 3702.740967
	Iteration 56F: 3 clusters Score -1.01658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (2348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Entering Unmasked Estep 
Score: -265734.250000 Penalty: 1261.214355
	Iteration 0F: 2 clusters Score -265734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -263392.843750 Penalty: 2522.428711
	Iteration 0F: 3 clusters Score -263392.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -263925.531250 Penalty: 2522.428711
	Iteration 1F: 3 clusters Score -263925.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -264127.656250 Penalty: 2522.428711
	Iteration 2F: 3 clusters Score -264127.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -264270.718750 Penalty: 2522.428711
	Iteration 3F: 3 clusters Score -264270.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -264418.375000 Penalty: 2522.428711
	Iteration 4F: 3 clusters Score -264418.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -264537.750000 Penalty: 2522.428711
	Iteration 5F: 3 clusters Score -264537.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -264649.687500 Penalty: 2522.428711
	Iteration 6Q: 3 clusters Score -264649.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -264743.125000 Penalty: 2522.428711
	Iteration 7Q: 3 clusters Score -264743.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -264813.906250 Penalty: 2522.428711
	Iteration 8Q: 3 clusters Score -264813.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -264859.625000 Penalty: 2522.428711
	Iteration 9Q: 3 clusters Score -264859.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -264891.750000 Penalty: 2522.428711
	Iteration 10Q: 3 clusters Score -264891.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -264911.656250 Penalty: 2522.428711
	Iteration 11Q: 3 clusters Score -264911.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -264925.531250 Penalty: 2522.428711
	Iteration 12Q: 3 clusters Score -264925.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -264941.156250 Penalty: 2522.428711
	Iteration 13Q: 3 clusters Score -264941.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -264950.218750 Penalty: 2522.428711
	Iteration 14Q: 3 clusters Score -264950.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -264953.937500 Penalty: 2522.428711
	Iteration 15Q: 3 clusters Score -264953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -264955.312500 Penalty: 2522.428711
	Iteration 16Q: 3 clusters Score -264955.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -264957.937500 Penalty: 2522.428711
	Iteration 17Q: 3 clusters Score -264957.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -264959.187500 Penalty: 2522.428711
	Iteration 18Q: 3 clusters Score -264959.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -264959.531250 Penalty: 2522.428711
	Iteration 19Q: 3 clusters Score -264959.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -264959.468750 Penalty: 2522.428711
	Iteration 20F: 3 clusters Score -264959.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -59898.523438 Penalty: 971.156982
	Iteration 0F: 2 clusters Score -59898.52 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 197 members 
Entering Unmasked Estep 
Score: -58926.414062 Penalty: 1942.313965
	Iteration 0F: 3 clusters Score -58926.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59045.535156 Penalty: 1942.313965
	Iteration 1F: 3 clusters Score -59045.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59098.261719 Penalty: 1942.313965
	Iteration 2F: 3 clusters Score -59098.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59131.007812 Penalty: 1942.313965
	Iteration 3Q: 3 clusters Score -59131.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -59150.691406 Penalty: 1942.313965
	Iteration 4Q: 3 clusters Score -59150.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -59157.597656 Penalty: 1942.313965
	Iteration 5Q: 3 clusters Score -59157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59164.531250 Penalty: 1942.313965
	Iteration 6Q: 3 clusters Score -59164.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59167.152344 Penalty: 1942.313965
	Iteration 7Q: 3 clusters Score -59167.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59167.152344 Penalty: 1942.313965
	Iteration 8F: 3 clusters Score -59167.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Entering Unmasked Estep 
Score: -23892.509766 Penalty: 843.855530
	Iteration 0F: 2 clusters Score -23892.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -23228.939453 Penalty: 1687.711060
	Iteration 0F: 3 clusters Score -23228.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -23308.716797 Penalty: 1687.711060
	Iteration 1F: 3 clusters Score -23308.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -23322.027344 Penalty: 1687.711060
	Iteration 2Q: 3 clusters Score -23322.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -23328.439453 Penalty: 1687.711060
	Iteration 3Q: 3 clusters Score -23328.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -23341.914062 Penalty: 1687.711060
	Iteration 4Q: 3 clusters Score -23341.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -23355.359375 Penalty: 1687.711060
	Iteration 5Q: 3 clusters Score -23355.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -23363.263672 Penalty: 1687.711060
	Iteration 6Q: 3 clusters Score -23363.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -23372.957031 Penalty: 1687.711060
	Iteration 7Q: 3 clusters Score -23372.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -23375.292969 Penalty: 1687.711060
	Iteration 8Q: 3 clusters Score -23375.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -23381.916016 Penalty: 1687.711060
	Iteration 9Q: 3 clusters Score -23381.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23382.990234 Penalty: 1687.711060
	Iteration 10Q: 3 clusters Score -23382.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -23382.990234 Penalty: 1687.711060
	Iteration 11F: 3 clusters Score -23382.99 nChanged 0
--- Evaluating fit on full set of 1084927 points ---
Entering Unmasked Estep 
Score: -120485520.000000 Penalty: 106138.515625
22->48 Clusters: Score -120485520.000000, best is -120596400.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 361642 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 16550 members 
Mstep: Class 3 contains 16498 members 
Mstep: Class 4 contains 16324 members 
Mstep: Class 5 contains 16422 members 
Mstep: Class 6 contains 16223 members 
Mstep: Class 7 contains 16547 members 
Mstep: Class 8 contains 16453 members 
Mstep: Class 9 contains 16438 members 
Mstep: Class 10 contains 16472 members 
Mstep: Class 11 contains 16578 members 
Mstep: Class 12 contains 16539 members 
Mstep: Class 13 contains 16506 members 
Mstep: Class 14 contains 16226 members 
Mstep: Class 15 contains 15969 members 
Mstep: Class 16 contains 16297 members 
Mstep: Class 17 contains 16329 members 
Mstep: Class 18 contains 16551 members 
Mstep: Class 19 contains 16630 members 
Mstep: Class 20 contains 16569 members 
Mstep: Class 21 contains 16603 members 
Mstep: Class 22 contains 16410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 586.282471 but Gain 2079.742188
Score: -37738996.000000 Penalty: 43674.574219
Iteration 0F: 22 clusters Score -3.7739e+07 nChanged 343782
Entering Unmasked Mstep 
Mstep: Class 0 contains 653 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 15833 members 
Mstep: Class 3 contains 39901 members 
Mstep: Class 4 contains 19160 members 
Mstep: Class 5 contains 10680 members 
Mstep: Class 6 contains 10378 members 
Mstep: Class 7 contains 35253 members 
Mstep: Class 8 contains 16697 members 
Mstep: Class 9 contains 29013 members 
Mstep: Class 10 contains 15725 members 
Mstep: Class 11 contains 18198 members 
Mstep: Class 12 contains 17386 members 
Mstep: Class 13 contains 11396 members 
Mstep: Class 14 contains 6200 members 
Mstep: Class 15 contains 17975 members 
Mstep: Class 16 contains 18077 members 
Mstep: Class 17 contains 6405 members 
Mstep: Class 18 contains 13535 members 
Mstep: Class 19 contains 16690 members 
Mstep: Class 20 contains 17483 members 
Mstep: Class 22 contains 13906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38945464.000000 Penalty: 43674.574219
Iteration 1F: 22 clusters Score -3.894546e+07 nChanged 165230
Entering Unmasked Mstep 
Mstep: Class 0 contains 617 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 14948 members 
Mstep: Class 3 contains 67240 members 
Mstep: Class 4 contains 11118 members 
Mstep: Class 5 contains 6574 members 
Mstep: Class 6 contains 4806 members 
Mstep: Class 7 contains 47089 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 21730 members 
Mstep: Class 10 contains 11884 members 
Mstep: Class 11 contains 11995 members 
Mstep: Class 12 contains 12892 members 
Mstep: Class 13 contains 11660 members 
Mstep: Class 14 contains 5467 members 
Mstep: Class 15 contains 22084 members 
Mstep: Class 16 contains 19948 members 
Mstep: Class 17 contains 7979 members 
Mstep: Class 18 contains 26985 members 
Mstep: Class 19 contains 14916 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 22 contains 7095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39445872.000000 Penalty: 43674.574219
Iteration 2F: 22 clusters Score -3.944587e+07 nChanged 121447
Entering Unmasked Mstep 
Mstep: Class 0 contains 486 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15033 members 
Mstep: Class 3 contains 78813 members 
Mstep: Class 4 contains 6828 members 
Mstep: Class 5 contains 4601 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 44778 members 
Mstep: Class 8 contains 8939 members 
Mstep: Class 9 contains 13523 members 
Mstep: Class 10 contains 8926 members 
Mstep: Class 11 contains 10215 members 
Mstep: Class 12 contains 9979 members 
Mstep: Class 13 contains 11721 members 
Mstep: Class 14 contains 5573 members 
Mstep: Class 15 contains 24170 members 
Mstep: Class 16 contains 16551 members 
Mstep: Class 17 contains 8571 members 
Mstep: Class 18 contains 49998 members 
Mstep: Class 19 contains 16033 members 
Mstep: Class 20 contains 16632 members 
Mstep: Class 22 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39703972.000000 Penalty: 43674.574219
Iteration 3F: 22 clusters Score -3.970397e+07 nChanged 81111
Entering Unmasked Mstep 
Mstep: Class 0 contains 312 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 14809 members 
Mstep: Class 3 contains 80271 members 
Mstep: Class 4 contains 5541 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 2096 members 
Mstep: Class 7 contains 43591 members 
Mstep: Class 8 contains 8565 members 
Mstep: Class 9 contains 9428 members 
Mstep: Class 10 contains 6760 members 
Mstep: Class 11 contains 11005 members 
Mstep: Class 12 contains 7712 members 
Mstep: Class 13 contains 9308 members 
Mstep: Class 14 contains 6258 members 
Mstep: Class 15 contains 23500 members 
Mstep: Class 16 contains 13832 members 
Mstep: Class 17 contains 7662 members 
Mstep: Class 18 contains 68831 members 
Mstep: Class 19 contains 17186 members 
Mstep: Class 20 contains 14257 members 
Mstep: Class 22 contains 3892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39847604.000000 Penalty: 43674.574219
Iteration 4F: 22 clusters Score -3.98476e+07 nChanged 51279
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 14323 members 
Mstep: Class 3 contains 78185 members 
Mstep: Class 4 contains 5412 members 
Mstep: Class 5 contains 3572 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 43973 members 
Mstep: Class 8 contains 8125 members 
Mstep: Class 9 contains 7704 members 
Mstep: Class 10 contains 5667 members 
Mstep: Class 11 contains 12192 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 8182 members 
Mstep: Class 14 contains 6412 members 
Mstep: Class 15 contains 23025 members 
Mstep: Class 16 contains 11293 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 80429 members 
Mstep: Class 19 contains 17950 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 22 contains 3802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39922180.000000 Penalty: 43674.574219
Iteration 5F: 22 clusters Score -3.992218e+07 nChanged 31548
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 13874 members 
Mstep: Class 3 contains 75464 members 
Mstep: Class 4 contains 5507 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 2461 members 
Mstep: Class 7 contains 44719 members 
Mstep: Class 8 contains 7448 members 
Mstep: Class 9 contains 7183 members 
Mstep: Class 10 contains 5496 members 
Mstep: Class 11 contains 12545 members 
Mstep: Class 12 contains 4747 members 
Mstep: Class 13 contains 8099 members 
Mstep: Class 14 contains 6167 members 
Mstep: Class 15 contains 22869 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 86502 members 
Mstep: Class 19 contains 18733 members 
Mstep: Class 20 contains 12945 members 
Mstep: Class 22 contains 4309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39957564.000000 Penalty: 43674.574219
Iteration 6F: 22 clusters Score -3.995756e+07 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13542 members 
Mstep: Class 3 contains 73298 members 
Mstep: Class 4 contains 5588 members 
Mstep: Class 5 contains 3571 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 45086 members 
Mstep: Class 8 contains 6472 members 
Mstep: Class 9 contains 7256 members 
Mstep: Class 10 contains 5497 members 
Mstep: Class 11 contains 12083 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 8344 members 
Mstep: Class 14 contains 5841 members 
Mstep: Class 15 contains 22719 members 
Mstep: Class 16 contains 7554 members 
Mstep: Class 17 contains 7843 members 
Mstep: Class 18 contains 89954 members 
Mstep: Class 19 contains 19603 members 
Mstep: Class 20 contains 12892 members 
Mstep: Class 22 contains 5251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39977988.000000 Penalty: 43674.574219
Iteration 7F: 22 clusters Score -3.997799e+07 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 71551 members 
Mstep: Class 4 contains 5612 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 3519 members 
Mstep: Class 7 contains 45226 members 
Mstep: Class 8 contains 5168 members 
Mstep: Class 9 contains 7466 members 
Mstep: Class 10 contains 5484 members 
Mstep: Class 11 contains 11322 members 
Mstep: Class 12 contains 4051 members 
Mstep: Class 13 contains 8649 members 
Mstep: Class 14 contains 5595 members 
Mstep: Class 15 contains 22573 members 
Mstep: Class 16 contains 6519 members 
Mstep: Class 17 contains 8061 members 
Mstep: Class 18 contains 92217 members 
Mstep: Class 19 contains 20317 members 
Mstep: Class 20 contains 12995 members 
Mstep: Class 22 contains 6526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39992680.000000 Penalty: 43674.574219
Iteration 8Q: 22 clusters Score -3.999268e+07 nChanged 12807
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 13226 members 
Mstep: Class 3 contains 70234 members 
Mstep: Class 4 contains 5624 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 4020 members 
Mstep: Class 7 contains 45153 members 
Mstep: Class 8 contains 3908 members 
Mstep: Class 9 contains 7691 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 10359 members 
Mstep: Class 12 contains 4123 members 
Mstep: Class 13 contains 8975 members 
Mstep: Class 14 contains 5454 members 
Mstep: Class 15 contains 22348 members 
Mstep: Class 16 contains 5904 members 
Mstep: Class 17 contains 8135 members 
Mstep: Class 18 contains 93912 members 
Mstep: Class 19 contains 20755 members 
Mstep: Class 20 contains 13248 members 
Mstep: Class 22 contains 7679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40003568.000000 Penalty: 43674.574219
Iteration 9Q: 22 clusters Score -4.000357e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13173 members 
Mstep: Class 3 contains 69141 members 
Mstep: Class 4 contains 5709 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 4370 members 
Mstep: Class 7 contains 44933 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 7970 members 
Mstep: Class 10 contains 5513 members 
Mstep: Class 11 contains 9213 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 9283 members 
Mstep: Class 14 contains 5407 members 
Mstep: Class 15 contains 22077 members 
Mstep: Class 16 contains 5522 members 
Mstep: Class 17 contains 8089 members 
Mstep: Class 18 contains 95268 members 
Mstep: Class 19 contains 21071 members 
Mstep: Class 20 contains 13589 members 
Mstep: Class 22 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40011012.000000 Penalty: 43674.574219
Iteration 10Q: 22 clusters Score -4.001101e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13201 members 
Mstep: Class 3 contains 68115 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 2999 members 
Mstep: Class 9 contains 8217 members 
Mstep: Class 10 contains 5561 members 
Mstep: Class 11 contains 8118 members 
Mstep: Class 12 contains 4850 members 
Mstep: Class 13 contains 9546 members 
Mstep: Class 14 contains 5460 members 
Mstep: Class 15 contains 21848 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 8022 members 
Mstep: Class 18 contains 96385 members 
Mstep: Class 19 contains 21278 members 
Mstep: Class 20 contains 13938 members 
Mstep: Class 22 contains 8295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40016548.000000 Penalty: 43674.574219
Iteration 11Q: 22 clusters Score -4.001655e+07 nChanged 6927
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13186 members 
Mstep: Class 3 contains 67006 members 
Mstep: Class 4 contains 6020 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 4864 members 
Mstep: Class 7 contains 44284 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 8343 members 
Mstep: Class 10 contains 5645 members 
Mstep: Class 11 contains 7384 members 
Mstep: Class 12 contains 5217 members 
Mstep: Class 13 contains 9837 members 
Mstep: Class 14 contains 5534 members 
Mstep: Class 15 contains 21712 members 
Mstep: Class 16 contains 4820 members 
Mstep: Class 17 contains 7887 members 
Mstep: Class 18 contains 97416 members 
Mstep: Class 19 contains 21463 members 
Mstep: Class 20 contains 14270 members 
Mstep: Class 22 contains 8340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40020768.000000 Penalty: 43674.574219
Iteration 12Q: 22 clusters Score -4.002077e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 13254 members 
Mstep: Class 3 contains 65772 members 
Mstep: Class 4 contains 6184 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 5033 members 
Mstep: Class 7 contains 43759 members 
Mstep: Class 8 contains 2749 members 
Mstep: Class 9 contains 8406 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 6908 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 10074 members 
Mstep: Class 14 contains 5694 members 
Mstep: Class 15 contains 21741 members 
Mstep: Class 16 contains 4500 members 
Mstep: Class 17 contains 7767 members 
Mstep: Class 18 contains 98470 members 
Mstep: Class 19 contains 21565 members 
Mstep: Class 20 contains 14581 members 
Mstep: Class 22 contains 8352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40024392.000000 Penalty: 43674.574219
Iteration 13Q: 22 clusters Score -4.002439e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 13410 members 
Mstep: Class 3 contains 64379 members 
Mstep: Class 4 contains 6317 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 5189 members 
Mstep: Class 7 contains 43069 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 8425 members 
Mstep: Class 10 contains 5805 members 
Mstep: Class 11 contains 6605 members 
Mstep: Class 12 contains 5625 members 
Mstep: Class 13 contains 10303 members 
Mstep: Class 14 contains 5807 members 
Mstep: Class 15 contains 21976 members 
Mstep: Class 16 contains 4185 members 
Mstep: Class 17 contains 7605 members 
Mstep: Class 18 contains 99558 members 
Mstep: Class 19 contains 21708 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 22 contains 8361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40027936.000000 Penalty: 43674.574219
Iteration 14Q: 22 clusters Score -4.002794e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 13646 members 
Mstep: Class 3 contains 62819 members 
Mstep: Class 4 contains 6448 members 
Mstep: Class 5 contains 4316 members 
Mstep: Class 6 contains 5345 members 
Mstep: Class 7 contains 42214 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 8465 members 
Mstep: Class 10 contains 5827 members 
Mstep: Class 11 contains 6501 members 
Mstep: Class 12 contains 5715 members 
Mstep: Class 13 contains 10518 members 
Mstep: Class 14 contains 5838 members 
Mstep: Class 15 contains 22467 members 
Mstep: Class 16 contains 3878 members 
Mstep: Class 17 contains 7451 members 
Mstep: Class 18 contains 100693 members 
Mstep: Class 19 contains 21876 members 
Mstep: Class 20 contains 15205 members 
Mstep: Class 22 contains 8330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40032324.000000 Penalty: 43674.574219
Iteration 15Q: 22 clusters Score -4.003232e+07 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 13776 members 
Mstep: Class 3 contains 61003 members 
Mstep: Class 4 contains 6586 members 
Mstep: Class 5 contains 4411 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 41154 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 8494 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 6484 members 
Mstep: Class 12 contains 5718 members 
Mstep: Class 13 contains 10728 members 
Mstep: Class 14 contains 5850 members 
Mstep: Class 15 contains 23236 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 18 contains 101963 members 
Mstep: Class 19 contains 22231 members 
Mstep: Class 20 contains 15488 members 
Mstep: Class 22 contains 8294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40036568.000000 Penalty: 43674.574219
Iteration 16Q: 22 clusters Score -4.003657e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 13813 members 
Mstep: Class 3 contains 58904 members 
Mstep: Class 4 contains 6727 members 
Mstep: Class 5 contains 4485 members 
Mstep: Class 6 contains 5542 members 
Mstep: Class 7 contains 39893 members 
Mstep: Class 8 contains 2414 members 
Mstep: Class 9 contains 8510 members 
Mstep: Class 10 contains 5965 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 10901 members 
Mstep: Class 14 contains 5832 members 
Mstep: Class 15 contains 24403 members 
Mstep: Class 16 contains 3298 members 
Mstep: Class 17 contains 7237 members 
Mstep: Class 18 contains 103306 members 
Mstep: Class 19 contains 22739 members 
Mstep: Class 20 contains 15763 members 
Mstep: Class 22 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40041120.000000 Penalty: 43674.574219
Iteration 17Q: 22 clusters Score -4.004112e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13850 members 
Mstep: Class 3 contains 56789 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 4547 members 
Mstep: Class 6 contains 5586 members 
Mstep: Class 7 contains 38702 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 8540 members 
Mstep: Class 10 contains 6028 members 
Mstep: Class 11 contains 6350 members 
Mstep: Class 12 contains 5720 members 
Mstep: Class 13 contains 11083 members 
Mstep: Class 14 contains 5795 members 
Mstep: Class 15 contains 25803 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 7163 members 
Mstep: Class 18 contains 104304 members 
Mstep: Class 19 contains 23385 members 
Mstep: Class 20 contains 16000 members 
Mstep: Class 22 contains 8213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40045724.000000 Penalty: 43674.574219
Iteration 18Q: 22 clusters Score -4.004572e+07 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 13780 members 
Mstep: Class 3 contains 54966 members 
Mstep: Class 4 contains 6975 members 
Mstep: Class 5 contains 4585 members 
Mstep: Class 6 contains 5661 members 
Mstep: Class 7 contains 37706 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 8571 members 
Mstep: Class 10 contains 6093 members 
Mstep: Class 11 contains 6291 members 
Mstep: Class 12 contains 5727 members 
Mstep: Class 13 contains 11247 members 
Mstep: Class 14 contains 5774 members 
Mstep: Class 15 contains 27218 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 7098 members 
Mstep: Class 18 contains 104867 members 
Mstep: Class 19 contains 24013 members 
Mstep: Class 20 contains 16195 members 
Mstep: Class 22 contains 8166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40048996.000000 Penalty: 43674.574219
Iteration 19Q: 22 clusters Score -4.0049e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13706 members 
Mstep: Class 3 contains 53541 members 
Mstep: Class 4 contains 7029 members 
Mstep: Class 5 contains 4624 members 
Mstep: Class 6 contains 5750 members 
Mstep: Class 7 contains 36974 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 8604 members 
Mstep: Class 10 contains 6136 members 
Mstep: Class 11 contains 6249 members 
Mstep: Class 12 contains 5736 members 
Mstep: Class 13 contains 11415 members 
Mstep: Class 14 contains 5749 members 
Mstep: Class 15 contains 28444 members 
Mstep: Class 16 contains 2729 members 
Mstep: Class 17 contains 7036 members 
Mstep: Class 18 contains 105017 members 
Mstep: Class 19 contains 24551 members 
Mstep: Class 20 contains 16377 members 
Mstep: Class 22 contains 8098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40052944.000000 Penalty: 43674.574219
Iteration 20F: 22 clusters Score -4.005294e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 13588 members 
Mstep: Class 3 contains 52565 members 
Mstep: Class 4 contains 7110 members 
Mstep: Class 5 contains 4660 members 
Mstep: Class 6 contains 5926 members 
Mstep: Class 7 contains 36327 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 8660 members 
Mstep: Class 10 contains 6155 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 11543 members 
Mstep: Class 14 contains 5719 members 
Mstep: Class 15 contains 29403 members 
Mstep: Class 16 contains 2923 members 
Mstep: Class 17 contains 6963 members 
Mstep: Class 18 contains 104878 members 
Mstep: Class 19 contains 24895 members 
Mstep: Class 20 contains 16507 members 
Mstep: Class 22 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40054492.000000 Penalty: 43674.574219
Iteration 21Q: 22 clusters Score -4.005449e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 13425 members 
Mstep: Class 3 contains 51899 members 
Mstep: Class 4 contains 7161 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 6043 members 
Mstep: Class 7 contains 35894 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 8729 members 
Mstep: Class 10 contains 6163 members 
Mstep: Class 11 contains 6241 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 11655 members 
Mstep: Class 14 contains 5693 members 
Mstep: Class 15 contains 30139 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 6917 members 
Mstep: Class 18 contains 104617 members 
Mstep: Class 19 contains 25227 members 
Mstep: Class 20 contains 16623 members 
Mstep: Class 22 contains 7948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40055340.000000 Penalty: 43674.574219
Iteration 22Q: 22 clusters Score -4.005534e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 13275 members 
Mstep: Class 3 contains 51466 members 
Mstep: Class 4 contains 7244 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 6141 members 
Mstep: Class 7 contains 35590 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 8794 members 
Mstep: Class 10 contains 6151 members 
Mstep: Class 11 contains 6245 members 
Mstep: Class 12 contains 5761 members 
Mstep: Class 13 contains 11731 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 15 contains 30737 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 6863 members 
Mstep: Class 18 contains 104308 members 
Mstep: Class 19 contains 25487 members 
Mstep: Class 20 contains 16716 members 
Mstep: Class 22 contains 7874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40056120.000000 Penalty: 43674.574219
Iteration 23Q: 22 clusters Score -4.005612e+07 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 13123 members 
Mstep: Class 3 contains 51161 members 
Mstep: Class 4 contains 7344 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 6207 members 
Mstep: Class 7 contains 35430 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 8853 members 
Mstep: Class 10 contains 6133 members 
Mstep: Class 11 contains 6258 members 
Mstep: Class 12 contains 5775 members 
Mstep: Class 13 contains 11786 members 
Mstep: Class 14 contains 5623 members 
Mstep: Class 15 contains 31220 members 
Mstep: Class 16 contains 3273 members 
Mstep: Class 17 contains 6775 members 
Mstep: Class 18 contains 103998 members 
Mstep: Class 19 contains 25691 members 
Mstep: Class 20 contains 16812 members 
Mstep: Class 22 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40056832.000000 Penalty: 43674.574219
Iteration 24Q: 22 clusters Score -4.005683e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12964 members 
Mstep: Class 3 contains 50944 members 
Mstep: Class 4 contains 7455 members 
Mstep: Class 5 contains 4739 members 
Mstep: Class 6 contains 6244 members 
Mstep: Class 7 contains 35326 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 8901 members 
Mstep: Class 10 contains 6118 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 5785 members 
Mstep: Class 13 contains 11824 members 
Mstep: Class 14 contains 5588 members 
Mstep: Class 15 contains 31630 members 
Mstep: Class 16 contains 3311 members 
Mstep: Class 17 contains 6688 members 
Mstep: Class 18 contains 103696 members 
Mstep: Class 19 contains 25892 members 
Mstep: Class 20 contains 16902 members 
Mstep: Class 22 contains 7739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057308.000000 Penalty: 43674.574219
Iteration 25Q: 22 clusters Score -4.005731e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 12829 members 
Mstep: Class 3 contains 50790 members 
Mstep: Class 4 contains 7537 members 
Mstep: Class 5 contains 4759 members 
Mstep: Class 6 contains 6287 members 
Mstep: Class 7 contains 35254 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 6096 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 5794 members 
Mstep: Class 13 contains 11849 members 
Mstep: Class 14 contains 5564 members 
Mstep: Class 15 contains 31971 members 
Mstep: Class 16 contains 3333 members 
Mstep: Class 17 contains 6595 members 
Mstep: Class 18 contains 103419 members 
Mstep: Class 19 contains 26072 members 
Mstep: Class 20 contains 16981 members 
Mstep: Class 22 contains 7665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057432.000000 Penalty: 43674.574219
Iteration 26Q: 22 clusters Score -4.005743e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12714 members 
Mstep: Class 3 contains 50668 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 35204 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 6281 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 11862 members 
Mstep: Class 14 contains 5533 members 
Mstep: Class 15 contains 32272 members 
Mstep: Class 16 contains 3353 members 
Mstep: Class 17 contains 6491 members 
Mstep: Class 18 contains 103157 members 
Mstep: Class 19 contains 26223 members 
Mstep: Class 20 contains 17067 members 
Mstep: Class 22 contains 7590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057488.000000 Penalty: 43674.574219
Iteration 27Q: 22 clusters Score -4.005749e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12586 members 
Mstep: Class 3 contains 50578 members 
Mstep: Class 4 contains 7707 members 
Mstep: Class 5 contains 4804 members 
Mstep: Class 6 contains 6358 members 
Mstep: Class 7 contains 35167 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 9067 members 
Mstep: Class 10 contains 6103 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 11870 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 15 contains 32545 members 
Mstep: Class 16 contains 3367 members 
Mstep: Class 17 contains 6382 members 
Mstep: Class 18 contains 102910 members 
Mstep: Class 19 contains 26338 members 
Mstep: Class 20 contains 17145 members 
Mstep: Class 22 contains 7507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057684.000000 Penalty: 43674.574219
Iteration 28Q: 22 clusters Score -4.005768e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12476 members 
Mstep: Class 3 contains 50514 members 
Mstep: Class 4 contains 7786 members 
Mstep: Class 5 contains 4821 members 
Mstep: Class 6 contains 6365 members 
Mstep: Class 7 contains 35142 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 6105 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 5803 members 
Mstep: Class 13 contains 11863 members 
Mstep: Class 14 contains 5494 members 
Mstep: Class 15 contains 32764 members 
Mstep: Class 16 contains 3371 members 
Mstep: Class 17 contains 6306 members 
Mstep: Class 18 contains 102706 members 
Mstep: Class 19 contains 26460 members 
Mstep: Class 20 contains 17223 members 
Mstep: Class 22 contains 7421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057740.000000 Penalty: 43674.574219
Iteration 29Q: 22 clusters Score -4.005774e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 50474 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 5 contains 4840 members 
Mstep: Class 6 contains 6359 members 
Mstep: Class 7 contains 35123 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 6102 members 
Mstep: Class 11 contains 6310 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 11862 members 
Mstep: Class 14 contains 5479 members 
Mstep: Class 15 contains 32964 members 
Mstep: Class 16 contains 3373 members 
Mstep: Class 17 contains 6222 members 
Mstep: Class 18 contains 102550 members 
Mstep: Class 19 contains 26534 members 
Mstep: Class 20 contains 17308 members 
Mstep: Class 22 contains 7324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057996.000000 Penalty: 43674.574219
Iteration 30Q: 22 clusters Score -4.0058e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12315 members 
Mstep: Class 3 contains 50449 members 
Mstep: Class 4 contains 7942 members 
Mstep: Class 5 contains 4855 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 35114 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 9189 members 
Mstep: Class 10 contains 6098 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 11854 members 
Mstep: Class 14 contains 5462 members 
Mstep: Class 15 contains 33128 members 
Mstep: Class 16 contains 3377 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 102431 members 
Mstep: Class 19 contains 26578 members 
Mstep: Class 20 contains 17402 members 
Mstep: Class 22 contains 7236 members 
Entering Unmasked Estep 
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Iteration 31Q: 22 clusters Score -4.005827e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12255 members 
Mstep: Class 3 contains 50422 members 
Mstep: Class 4 contains 8009 members 
Mstep: Class 5 contains 4870 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 35104 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 9228 members 
Mstep: Class 10 contains 6094 members 
Mstep: Class 11 contains 6323 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 11844 members 
Mstep: Class 14 contains 5448 members 
Mstep: Class 15 contains 33254 members 
Mstep: Class 16 contains 3382 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 102341 members 
Mstep: Class 19 contains 26597 members 
Mstep: Class 20 contains 17481 members 
Mstep: Class 22 contains 7146 members 
Entering Unmasked Estep 
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Iteration 32Q: 22 clusters Score -4.005846e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12215 members 
Mstep: Class 3 contains 50407 members 
Mstep: Class 4 contains 8064 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 35091 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 9263 members 
Mstep: Class 10 contains 6093 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 5803 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 5428 members 
Mstep: Class 15 contains 33371 members 
Mstep: Class 16 contains 3388 members 
Mstep: Class 17 contains 5975 members 
Mstep: Class 18 contains 102260 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 17556 members 
Mstep: Class 22 contains 7059 members 
Entering Unmasked Estep 
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Iteration 33Q: 22 clusters Score -4.005855e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12166 members 
Mstep: Class 3 contains 50391 members 
Mstep: Class 4 contains 8119 members 
Mstep: Class 5 contains 4914 members 
Mstep: Class 6 contains 6463 members 
Mstep: Class 7 contains 35084 members 
Mstep: Class 8 contains 2370 members 
Mstep: Class 9 contains 9294 members 
Mstep: Class 10 contains 6093 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 5803 members 
Mstep: Class 13 contains 11830 members 
Mstep: Class 14 contains 5404 members 
Mstep: Class 15 contains 33463 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5898 members 
Mstep: Class 18 contains 102198 members 
Mstep: Class 19 contains 26576 members 
Mstep: Class 20 contains 17641 members 
Mstep: Class 22 contains 6969 members 
Entering Unmasked Estep 
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Iteration 34Q: 22 clusters Score -4.005877e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12135 members 
Mstep: Class 3 contains 50382 members 
Mstep: Class 4 contains 8184 members 
Mstep: Class 5 contains 4931 members 
Mstep: Class 6 contains 6472 members 
Mstep: Class 7 contains 35092 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 9315 members 
Mstep: Class 10 contains 6090 members 
Mstep: Class 11 contains 6349 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 11825 members 
Mstep: Class 14 contains 5391 members 
Mstep: Class 15 contains 33545 members 
Mstep: Class 16 contains 3394 members 
Mstep: Class 17 contains 5839 members 
Mstep: Class 18 contains 102122 members 
Mstep: Class 19 contains 26562 members 
Mstep: Class 20 contains 17724 members 
Mstep: Class 22 contains 6880 members 
Entering Unmasked Estep 
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Iteration 35Q: 22 clusters Score -4.005872e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12103 members 
Mstep: Class 3 contains 50375 members 
Mstep: Class 4 contains 8221 members 
Mstep: Class 5 contains 4942 members 
Mstep: Class 6 contains 6460 members 
Mstep: Class 7 contains 35102 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 9343 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 6360 members 
Mstep: Class 12 contains 5801 members 
Mstep: Class 13 contains 11816 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 15 contains 33626 members 
Mstep: Class 16 contains 3393 members 
Mstep: Class 17 contains 5798 members 
Mstep: Class 18 contains 102056 members 
Mstep: Class 19 contains 26562 members 
Mstep: Class 20 contains 17830 members 
Mstep: Class 22 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40058836.000000 Penalty: 43674.574219
Iteration 36Q: 22 clusters Score -4.005884e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12080 members 
Mstep: Class 3 contains 50367 members 
Mstep: Class 4 contains 8258 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 35101 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 9373 members 
Mstep: Class 10 contains 6092 members 
Mstep: Class 11 contains 6375 members 
Mstep: Class 12 contains 5806 members 
Mstep: Class 13 contains 11812 members 
Mstep: Class 14 contains 5375 members 
Mstep: Class 15 contains 33707 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 5758 members 
Mstep: Class 18 contains 101995 members 
Mstep: Class 19 contains 26544 members 
Mstep: Class 20 contains 17935 members 
Mstep: Class 22 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40058896.000000 Penalty: 43674.574219
Iteration 37Q: 22 clusters Score -4.00589e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12057 members 
Mstep: Class 3 contains 50366 members 
Mstep: Class 4 contains 8303 members 
Mstep: Class 5 contains 4952 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 35105 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 9406 members 
Mstep: Class 10 contains 6092 members 
Mstep: Class 11 contains 6382 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 11803 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 15 contains 33766 members 
Mstep: Class 16 contains 3395 members 
Mstep: Class 17 contains 5731 members 
Mstep: Class 18 contains 101941 members 
Mstep: Class 19 contains 26534 members 
Mstep: Class 20 contains 18024 members 
Mstep: Class 22 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40058988.000000 Penalty: 43674.574219
Iteration 38Q: 22 clusters Score -4.005899e+07 nChanged 547
Entering ConstructFrom: 
Score: -40058988.000000 Penalty: 43674.574219
Entering ConstructFrom: 
Trying to split cluster 1 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -88082.859375 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -88082.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -86756.710938 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -86756.71 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -87916.132812 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -87916.13 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88887.960938 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -88887.96 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -89676.179688 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -89676.18 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -89932.421875 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -89932.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89989.773438 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -89989.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -90006.156250 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -90006.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -90014.687500 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -90014.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -90021.054688 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -90021.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -90027.101562 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -90027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90030.757812 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -90030.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -90037.859375 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -90037.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -90047.695312 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -90047.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90055.960938 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -90055.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -90062.648438 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -90062.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -90069.281250 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -90069.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90070.343750 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -90070.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -90070.343750 Penalty: 2307.240479
	Iteration 17F: 3 clusters Score -90070.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12029 members 
Mstep: Class 3 contains 50366 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Entering Unmasked Estep 
Score: -40060104.000000 Penalty: 45754.316406
Splitting cluster 1 changes total score from -40058988.000000 to -40060104.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 2 (12029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Entering Unmasked Estep 
Score: -1330142.750000 Penalty: 1526.699829
	Iteration 0F: 2 clusters Score -1330143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1321697.875000 Penalty: 3053.399658
	Iteration 0F: 3 clusters Score -1321698 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1325270.500000 Penalty: 3053.399658
	Iteration 1F: 3 clusters Score -1325270 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1326653.625000 Penalty: 3053.399658
	Iteration 2F: 3 clusters Score -1326654 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1327887.625000 Penalty: 3053.399658
	Iteration 3F: 3 clusters Score -1327888 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1328766.125000 Penalty: 3053.399658
	Iteration 4F: 3 clusters Score -1328766 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1329289.000000 Penalty: 3053.399658
	Iteration 5F: 3 clusters Score -1329289 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1329583.500000 Penalty: 3053.399658
	Iteration 6Q: 3 clusters Score -1329584 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1329732.000000 Penalty: 3053.399658
	Iteration 7Q: 3 clusters Score -1329732 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1329826.000000 Penalty: 3053.399658
	Iteration 8Q: 3 clusters Score -1329826 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1329869.250000 Penalty: 3053.399658
	Iteration 9Q: 3 clusters Score -1329869 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1329899.625000 Penalty: 3053.399658
	Iteration 10Q: 3 clusters Score -1329900 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1329925.250000 Penalty: 3053.399658
	Iteration 11Q: 3 clusters Score -1329925 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1329945.250000 Penalty: 3053.399658
	Iteration 12Q: 3 clusters Score -1329945 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1329962.375000 Penalty: 3053.399658
	Iteration 13Q: 3 clusters Score -1329962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1329986.875000 Penalty: 3053.399658
	Iteration 14Q: 3 clusters Score -1329987 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1330000.625000 Penalty: 3053.399658
	Iteration 15Q: 3 clusters Score -1330001 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1330010.500000 Penalty: 3053.399658
	Iteration 16Q: 3 clusters Score -1330010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1330025.500000 Penalty: 3053.399658
	Iteration 17Q: 3 clusters Score -1330026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1330030.875000 Penalty: 3053.399658
	Iteration 18Q: 3 clusters Score -1330031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1330033.625000 Penalty: 3053.399658
	Iteration 19Q: 3 clusters Score -1330034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1330041.000000 Penalty: 3053.399658
	Iteration 20F: 3 clusters Score -1330041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1330046.375000 Penalty: 3053.399658
	Iteration 21Q: 3 clusters Score -1330046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1330061.000000 Penalty: 3053.399658
	Iteration 22Q: 3 clusters Score -1330061 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1330078.250000 Penalty: 3053.399658
	Iteration 23Q: 3 clusters Score -1330078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1330092.750000 Penalty: 3053.399658
	Iteration 24Q: 3 clusters Score -1330093 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1330108.375000 Penalty: 3053.399658
	Iteration 25Q: 3 clusters Score -1330108 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1330132.625000 Penalty: 3053.399658
	Iteration 26Q: 3 clusters Score -1330133 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1330147.000000 Penalty: 3053.399658
	Iteration 27Q: 3 clusters Score -1330147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1330162.375000 Penalty: 3053.399658
	Iteration 28Q: 3 clusters Score -1330162 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1330183.750000 Penalty: 3053.399658
	Iteration 29Q: 3 clusters Score -1330184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1330195.250000 Penalty: 3053.399658
	Iteration 30Q: 3 clusters Score -1330195 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1330209.625000 Penalty: 3053.399658
	Iteration 31Q: 3 clusters Score -1330210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1330219.500000 Penalty: 3053.399658
	Iteration 32Q: 3 clusters Score -1330220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1330228.250000 Penalty: 3053.399658
	Iteration 33Q: 3 clusters Score -1330228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1330232.625000 Penalty: 3053.399658
	Iteration 34Q: 3 clusters Score -1330233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1330240.000000 Penalty: 3053.399658
	Iteration 35Q: 3 clusters Score -1330240 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1330243.750000 Penalty: 3053.399658
	Iteration 36Q: 3 clusters Score -1330244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1330253.250000 Penalty: 3053.399658
	Iteration 37Q: 3 clusters Score -1330253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1330259.500000 Penalty: 3053.399658
	Iteration 38Q: 3 clusters Score -1330260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1330263.625000 Penalty: 3053.399658
	Iteration 39Q: 3 clusters Score -1330264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1330269.000000 Penalty: 3053.399658
	Iteration 40F: 3 clusters Score -1330269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1330272.125000 Penalty: 3053.399658
	Iteration 41Q: 3 clusters Score -1330272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1330273.000000 Penalty: 3053.399658
	Iteration 42Q: 3 clusters Score -1330273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -1330272.500000 Penalty: 3053.399658
	Iteration 43Q: 3 clusters Score -1330272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1330273.750000 Penalty: 3053.399658
	Iteration 44Q: 3 clusters Score -1330274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1330274.375000 Penalty: 3053.399658
	Iteration 45Q: 3 clusters Score -1330274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1330277.750000 Penalty: 3053.399658
	Iteration 46Q: 3 clusters Score -1330278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1330275.625000 Penalty: 3053.399658
	Iteration 47Q: 3 clusters Score -1330276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1330277.625000 Penalty: 3053.399658
	Iteration 48Q: 3 clusters Score -1330278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1330278.625000 Penalty: 3053.399658
	Iteration 49Q: 3 clusters Score -1330279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1330278.625000 Penalty: 3053.399658
	Iteration 50F: 3 clusters Score -1330279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 50366 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Entering Unmasked Estep 
Score: -40059560.000000 Penalty: 47834.058594
Splitting cluster 2 changes total score from -40058988.000000 to -40059560.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 3 (50366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Entering Unmasked Estep 
Score: -5854346.000000 Penalty: 1759.399048
	Iteration 0F: 2 clusters Score -5854346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -5820861.000000 Penalty: 3518.798096
	Iteration 0F: 3 clusters Score -5820861 nChanged 23637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25428 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -5835284.500000 Penalty: 3518.798096
	Iteration 1F: 3 clusters Score -5835284 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5837930.000000 Penalty: 3518.798096
	Iteration 2F: 3 clusters Score -5837930 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -5841189.500000 Penalty: 3518.798096
	Iteration 3F: 3 clusters Score -5841190 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -5844182.500000 Penalty: 3518.798096
	Iteration 4F: 3 clusters Score -5844182 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -5846835.000000 Penalty: 3518.798096
	Iteration 5F: 3 clusters Score -5846835 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -5849337.500000 Penalty: 3518.798096
	Iteration 6F: 3 clusters Score -5849338 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -5851473.500000 Penalty: 3518.798096
	Iteration 7F: 3 clusters Score -5851474 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -5853094.500000 Penalty: 3518.798096
	Iteration 8Q: 3 clusters Score -5853094 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -5854579.000000 Penalty: 3518.798096
	Iteration 9Q: 3 clusters Score -5854579 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -5855985.500000 Penalty: 3518.798096
	Iteration 10Q: 3 clusters Score -5855986 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5857180.500000 Penalty: 3518.798096
	Iteration 11Q: 3 clusters Score -5857180 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -5858008.500000 Penalty: 3518.798096
	Iteration 12Q: 3 clusters Score -5858008 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -5858431.500000 Penalty: 3518.798096
	Iteration 13Q: 3 clusters Score -5858432 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -5858551.500000 Penalty: 3518.798096
	Iteration 14Q: 3 clusters Score -5858552 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -5858617.500000 Penalty: 3518.798096
	Iteration 15Q: 3 clusters Score -5858618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5858655.500000 Penalty: 3518.798096
	Iteration 16Q: 3 clusters Score -5858656 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -5858701.000000 Penalty: 3518.798096
	Iteration 17Q: 3 clusters Score -5858701 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5858714.000000 Penalty: 3518.798096
	Iteration 18Q: 3 clusters Score -5858714 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -5858730.000000 Penalty: 3518.798096
	Iteration 19Q: 3 clusters Score -5858730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -5858746.500000 Penalty: 3518.798096
	Iteration 20F: 3 clusters Score -5858746 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -5858760.500000 Penalty: 3518.798096
	Iteration 21Q: 3 clusters Score -5858760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -5858762.500000 Penalty: 3518.798096
	Iteration 22Q: 3 clusters Score -5858762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 44979 members 
Entering Unmasked Estep 
Score: -5858768.500000 Penalty: 3518.798096
	Iteration 23Q: 3 clusters Score -5858768 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -5858787.000000 Penalty: 3518.798096
	Iteration 24Q: 3 clusters Score -5858787 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -5858800.000000 Penalty: 3518.798096
	Iteration 25Q: 3 clusters Score -5858800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -5858817.500000 Penalty: 3518.798096
	Iteration 26Q: 3 clusters Score -5858818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -5858837.000000 Penalty: 3518.798096
	Iteration 27Q: 3 clusters Score -5858837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -5858839.500000 Penalty: 3518.798096
	Iteration 28Q: 3 clusters Score -5858840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -5858838.000000 Penalty: 3518.798096
	Iteration 29Q: 3 clusters Score -5858838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -5858845.500000 Penalty: 3518.798096
	Iteration 30Q: 3 clusters Score -5858846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -5858851.500000 Penalty: 3518.798096
	Iteration 31Q: 3 clusters Score -5858852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -5858853.500000 Penalty: 3518.798096
	Iteration 32Q: 3 clusters Score -5858854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -5858846.500000 Penalty: 3518.798096
	Iteration 33Q: 3 clusters Score -5858846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -5858850.500000 Penalty: 3518.798096
	Iteration 34Q: 3 clusters Score -5858850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -5858857.500000 Penalty: 3518.798096
	Iteration 35Q: 3 clusters Score -5858858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -5858854.000000 Penalty: 3518.798096
	Iteration 36Q: 3 clusters Score -5858854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -5858854.000000 Penalty: 3518.798096
	Iteration 37F: 3 clusters Score -5858854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 8354 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Entering Unmasked Estep 
Score: -40063488.000000 Penalty: 49913.800781
Splitting cluster 3 changes total score from -40058988.000000 to -40063488.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (8354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Entering Unmasked Estep 
Score: -906228.312500 Penalty: 1467.455566
	Iteration 0F: 2 clusters Score -906228.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -900146.812500 Penalty: 2934.911133
	Iteration 0F: 3 clusters Score -900146.8 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -902663.250000 Penalty: 2934.911133
	Iteration 1F: 3 clusters Score -902663.2 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -904013.125000 Penalty: 2934.911133
	Iteration 2F: 3 clusters Score -904013.1 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -905040.937500 Penalty: 2934.911133
	Iteration 3F: 3 clusters Score -905040.9 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -905599.625000 Penalty: 2934.911133
	Iteration 4F: 3 clusters Score -905599.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -905976.125000 Penalty: 2934.911133
	Iteration 5F: 3 clusters Score -905976.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -906263.250000 Penalty: 2934.911133
	Iteration 6Q: 3 clusters Score -906263.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -906510.500000 Penalty: 2934.911133
	Iteration 7Q: 3 clusters Score -906510.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -906685.812500 Penalty: 2934.911133
	Iteration 8Q: 3 clusters Score -906685.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -906811.562500 Penalty: 2934.911133
	Iteration 9Q: 3 clusters Score -906811.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -906908.937500 Penalty: 2934.911133
	Iteration 10Q: 3 clusters Score -906908.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -906969.000000 Penalty: 2934.911133
	Iteration 11Q: 3 clusters Score -906969 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -907023.937500 Penalty: 2934.911133
	Iteration 12Q: 3 clusters Score -907023.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -907071.625000 Penalty: 2934.911133
	Iteration 13Q: 3 clusters Score -907071.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -907095.312500 Penalty: 2934.911133
	Iteration 14Q: 3 clusters Score -907095.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -907117.062500 Penalty: 2934.911133
	Iteration 15Q: 3 clusters Score -907117.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -907138.750000 Penalty: 2934.911133
	Iteration 16Q: 3 clusters Score -907138.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -907156.187500 Penalty: 2934.911133
	Iteration 17Q: 3 clusters Score -907156.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -907167.750000 Penalty: 2934.911133
	Iteration 18Q: 3 clusters Score -907167.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -907181.500000 Penalty: 2934.911133
	Iteration 19Q: 3 clusters Score -907181.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -907189.812500 Penalty: 2934.911133
	Iteration 20F: 3 clusters Score -907189.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -907201.437500 Penalty: 2934.911133
	Iteration 21Q: 3 clusters Score -907201.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -907214.687500 Penalty: 2934.911133
	Iteration 22Q: 3 clusters Score -907214.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -907230.125000 Penalty: 2934.911133
	Iteration 23Q: 3 clusters Score -907230.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -907236.937500 Penalty: 2934.911133
	Iteration 24Q: 3 clusters Score -907236.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -907239.250000 Penalty: 2934.911133
	Iteration 25Q: 3 clusters Score -907239.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -907246.000000 Penalty: 2934.911133
	Iteration 26Q: 3 clusters Score -907246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -907250.500000 Penalty: 2934.911133
	Iteration 27Q: 3 clusters Score -907250.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -907256.937500 Penalty: 2934.911133
	Iteration 28Q: 3 clusters Score -907256.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -907258.125000 Penalty: 2934.911133
	Iteration 29Q: 3 clusters Score -907258.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -907261.125000 Penalty: 2934.911133
	Iteration 30Q: 3 clusters Score -907261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -907266.125000 Penalty: 2934.911133
	Iteration 31Q: 3 clusters Score -907266.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -907271.312500 Penalty: 2934.911133
	Iteration 32Q: 3 clusters Score -907271.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -907276.375000 Penalty: 2934.911133
	Iteration 33Q: 3 clusters Score -907276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -907280.437500 Penalty: 2934.911133
	Iteration 34Q: 3 clusters Score -907280.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -907286.750000 Penalty: 2934.911133
	Iteration 35Q: 3 clusters Score -907286.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -907291.437500 Penalty: 2934.911133
	Iteration 36Q: 3 clusters Score -907291.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -907298.562500 Penalty: 2934.911133
	Iteration 37Q: 3 clusters Score -907298.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -907308.625000 Penalty: 2934.911133
	Iteration 38Q: 3 clusters Score -907308.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -907311.250000 Penalty: 2934.911133
	Iteration 39Q: 3 clusters Score -907311.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -907317.437500 Penalty: 2934.911133
	Iteration 40F: 3 clusters Score -907317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -907322.000000 Penalty: 2934.911133
	Iteration 41Q: 3 clusters Score -907322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -907324.375000 Penalty: 2934.911133
	Iteration 42Q: 3 clusters Score -907324.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -907326.125000 Penalty: 2934.911133
	Iteration 43Q: 3 clusters Score -907326.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -907328.375000 Penalty: 2934.911133
	Iteration 44Q: 3 clusters Score -907328.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -907329.750000 Penalty: 2934.911133
	Iteration 45Q: 3 clusters Score -907329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -907328.312500 Penalty: 2934.911133
	Iteration 46Q: 3 clusters Score -907328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -907331.312500 Penalty: 2934.911133
	Iteration 47Q: 3 clusters Score -907331.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -907332.000000 Penalty: 2934.911133
	Iteration 48Q: 3 clusters Score -907332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -907338.625000 Penalty: 2934.911133
	Iteration 49Q: 3 clusters Score -907338.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -907348.500000 Penalty: 2934.911133
	Iteration 50Q: 3 clusters Score -907348.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -907360.937500 Penalty: 2934.911133
	Iteration 51Q: 3 clusters Score -907360.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -907375.625000 Penalty: 2934.911133
	Iteration 52Q: 3 clusters Score -907375.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -907401.625000 Penalty: 2934.911133
	Iteration 53Q: 3 clusters Score -907401.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -907427.562500 Penalty: 2934.911133
	Iteration 54Q: 3 clusters Score -907427.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -907443.937500 Penalty: 2934.911133
	Iteration 55Q: 3 clusters Score -907443.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -907454.937500 Penalty: 2934.911133
	Iteration 56Q: 3 clusters Score -907454.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -907459.437500 Penalty: 2934.911133
	Iteration 57Q: 3 clusters Score -907459.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -907462.187500 Penalty: 2934.911133
	Iteration 58Q: 3 clusters Score -907462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -907467.562500 Penalty: 2934.911133
	Iteration 59Q: 3 clusters Score -907467.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -907470.937500 Penalty: 2934.911133
	Iteration 60F: 3 clusters Score -907470.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -907478.250000 Penalty: 2934.911133
	Iteration 61Q: 3 clusters Score -907478.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -907483.500000 Penalty: 2934.911133
	Iteration 62Q: 3 clusters Score -907483.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -907488.312500 Penalty: 2934.911133
	Iteration 63Q: 3 clusters Score -907488.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -907491.562500 Penalty: 2934.911133
	Iteration 64Q: 3 clusters Score -907491.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -907494.125000 Penalty: 2934.911133
	Iteration 65Q: 3 clusters Score -907494.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -907498.062500 Penalty: 2934.911133
	Iteration 66Q: 3 clusters Score -907498.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -907502.187500 Penalty: 2934.911133
	Iteration 67Q: 3 clusters Score -907502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -907506.312500 Penalty: 2934.911133
	Iteration 68Q: 3 clusters Score -907506.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -907507.875000 Penalty: 2934.911133
	Iteration 69Q: 3 clusters Score -907507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -907510.625000 Penalty: 2934.911133
	Iteration 70Q: 3 clusters Score -907510.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -907513.125000 Penalty: 2934.911133
	Iteration 71Q: 3 clusters Score -907513.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -907513.437500 Penalty: 2934.911133
	Iteration 72Q: 3 clusters Score -907513.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -907515.687500 Penalty: 2934.911133
	Iteration 73Q: 3 clusters Score -907515.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -907517.437500 Penalty: 2934.911133
	Iteration 74Q: 3 clusters Score -907517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -907519.500000 Penalty: 2934.911133
	Iteration 75Q: 3 clusters Score -907519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -907520.625000 Penalty: 2934.911133
	Iteration 76Q: 3 clusters Score -907520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -907520.625000 Penalty: 2934.911133
	Iteration 77F: 3 clusters Score -907520.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 4957 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Entering Unmasked Estep 
Score: -40064424.000000 Penalty: 51993.542969
Splitting cluster 4 changes total score from -40058988.000000 to -40064424.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 5 (4957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Entering Unmasked Estep 
Score: -541764.062500 Penalty: 1382.640381
	Iteration 0F: 2 clusters Score -541764.1 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 2402 members 
Entering Unmasked Estep 
Score: -537849.875000 Penalty: 2765.280762
	Iteration 0F: 3 clusters Score -537849.9 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -539229.187500 Penalty: 2765.280762
	Iteration 1F: 3 clusters Score -539229.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -539783.875000 Penalty: 2765.280762
	Iteration 2F: 3 clusters Score -539783.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -540400.812500 Penalty: 2765.280762
	Iteration 3F: 3 clusters Score -540400.8 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -540997.562500 Penalty: 2765.280762
	Iteration 4F: 3 clusters Score -540997.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -541421.937500 Penalty: 2765.280762
	Iteration 5F: 3 clusters Score -541421.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -541618.312500 Penalty: 2765.280762
	Iteration 6F: 3 clusters Score -541618.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -541713.375000 Penalty: 2765.280762
	Iteration 7Q: 3 clusters Score -541713.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -541773.250000 Penalty: 2765.280762
	Iteration 8Q: 3 clusters Score -541773.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -541838.562500 Penalty: 2765.280762
	Iteration 9Q: 3 clusters Score -541838.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -541912.312500 Penalty: 2765.280762
	Iteration 10Q: 3 clusters Score -541912.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -541998.375000 Penalty: 2765.280762
	Iteration 11Q: 3 clusters Score -541998.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -542087.500000 Penalty: 2765.280762
	Iteration 12Q: 3 clusters Score -542087.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -542185.000000 Penalty: 2765.280762
	Iteration 13Q: 3 clusters Score -542185 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -542302.437500 Penalty: 2765.280762
	Iteration 14Q: 3 clusters Score -542302.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -542427.000000 Penalty: 2765.280762
	Iteration 15Q: 3 clusters Score -542427 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -542517.937500 Penalty: 2765.280762
	Iteration 16Q: 3 clusters Score -542517.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -542598.812500 Penalty: 2765.280762
	Iteration 17Q: 3 clusters Score -542598.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -542659.937500 Penalty: 2765.280762
	Iteration 18Q: 3 clusters Score -542659.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -542699.812500 Penalty: 2765.280762
	Iteration 19Q: 3 clusters Score -542699.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -542723.125000 Penalty: 2765.280762
	Iteration 20F: 3 clusters Score -542723.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -542745.375000 Penalty: 2765.280762
	Iteration 21Q: 3 clusters Score -542745.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -542757.062500 Penalty: 2765.280762
	Iteration 22Q: 3 clusters Score -542757.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -542764.562500 Penalty: 2765.280762
	Iteration 23Q: 3 clusters Score -542764.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -542770.625000 Penalty: 2765.280762
	Iteration 24Q: 3 clusters Score -542770.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -542779.937500 Penalty: 2765.280762
	Iteration 25Q: 3 clusters Score -542779.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -542785.750000 Penalty: 2765.280762
	Iteration 26Q: 3 clusters Score -542785.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -542792.000000 Penalty: 2765.280762
	Iteration 27Q: 3 clusters Score -542792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -542800.500000 Penalty: 2765.280762
	Iteration 28Q: 3 clusters Score -542800.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -542804.500000 Penalty: 2765.280762
	Iteration 29Q: 3 clusters Score -542804.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -542807.062500 Penalty: 2765.280762
	Iteration 30Q: 3 clusters Score -542807.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -542813.812500 Penalty: 2765.280762
	Iteration 31Q: 3 clusters Score -542813.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -542819.312500 Penalty: 2765.280762
	Iteration 32Q: 3 clusters Score -542819.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -542830.625000 Penalty: 2765.280762
	Iteration 33Q: 3 clusters Score -542830.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -542837.000000 Penalty: 2765.280762
	Iteration 34Q: 3 clusters Score -542837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -542842.062500 Penalty: 2765.280762
	Iteration 35Q: 3 clusters Score -542842.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -542843.375000 Penalty: 2765.280762
	Iteration 36Q: 3 clusters Score -542843.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -542844.062500 Penalty: 2765.280762
	Iteration 37Q: 3 clusters Score -542844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -542843.812500 Penalty: 2765.280762
	Iteration 38Q: 3 clusters Score -542843.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -542844.312500 Penalty: 2765.280762
	Iteration 39Q: 3 clusters Score -542844.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -542844.687500 Penalty: 2765.280762
	Iteration 40F: 3 clusters Score -542844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -542846.125000 Penalty: 2765.280762
	Iteration 41Q: 3 clusters Score -542846.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -542846.875000 Penalty: 2765.280762
	Iteration 42Q: 3 clusters Score -542846.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -542846.750000 Penalty: 2765.280762
	Iteration 43Q: 3 clusters Score -542846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -542848.437500 Penalty: 2765.280762
	Iteration 44Q: 3 clusters Score -542848.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -542848.937500 Penalty: 2765.280762
	Iteration 45Q: 3 clusters Score -542848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -542848.937500 Penalty: 2765.280762
	Iteration 46F: 3 clusters Score -542848.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 35109 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Entering Unmasked Estep 
Score: -40064712.000000 Penalty: 54073.285156
Splitting cluster 5 changes total score from -40058988.000000 to -40064712.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 6 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -665014.375000 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -665014.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -660105.187500 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -660105.2 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -661814.937500 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -661814.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -662250.062500 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -662250.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -662618.750000 Penalty: 2847.758301
	Iteration 3F: 3 clusters Score -662618.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -662936.500000 Penalty: 2847.758301
	Iteration 4F: 3 clusters Score -662936.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -663167.437500 Penalty: 2847.758301
	Iteration 5F: 3 clusters Score -663167.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -663329.437500 Penalty: 2847.758301
	Iteration 6Q: 3 clusters Score -663329.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -663483.125000 Penalty: 2847.758301
	Iteration 7Q: 3 clusters Score -663483.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -663614.500000 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -663614.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -663698.250000 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -663698.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -663768.062500 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -663768.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -663819.500000 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -663819.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -663853.625000 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -663853.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -663885.250000 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -663885.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -663901.625000 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -663901.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -663915.750000 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -663915.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -663920.437500 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -663920.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -663925.937500 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -663925.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -663927.125000 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -663927.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -663927.625000 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -663927.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -663928.625000 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -663928.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -663931.125000 Penalty: 2847.758301
	Iteration 21Q: 3 clusters Score -663931.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -663932.437500 Penalty: 2847.758301
	Iteration 22Q: 3 clusters Score -663932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -663933.125000 Penalty: 2847.758301
	Iteration 23Q: 3 clusters Score -663933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -663934.000000 Penalty: 2847.758301
	Iteration 24Q: 3 clusters Score -663934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -663934.687500 Penalty: 2847.758301
	Iteration 25Q: 3 clusters Score -663934.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -663934.000000 Penalty: 2847.758301
	Iteration 26Q: 3 clusters Score -663934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -663934.000000 Penalty: 2847.758301
	Iteration 27Q: 3 clusters Score -663934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -663934.000000 Penalty: 2847.758301
	Iteration 28F: 3 clusters Score -663934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Entering Unmasked Estep 
Score: -4006696.750000 Penalty: 1700.759644
	Iteration 0F: 2 clusters Score -4006697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -3983147.500000 Penalty: 3401.519287
	Iteration 0F: 3 clusters Score -3983148 nChanged 16251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -3992265.500000 Penalty: 3401.519287
	Iteration 1F: 3 clusters Score -3992266 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3993316.750000 Penalty: 3401.519287
	Iteration 2F: 3 clusters Score -3993317 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -3995042.750000 Penalty: 3401.519287
	Iteration 3F: 3 clusters Score -3995043 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3997476.250000 Penalty: 3401.519287
	Iteration 4F: 3 clusters Score -3997476 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -4000221.000000 Penalty: 3401.519287
	Iteration 5F: 3 clusters Score -4000221 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -4003093.500000 Penalty: 3401.519287
	Iteration 6F: 3 clusters Score -4003094 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -4005853.750000 Penalty: 3401.519287
	Iteration 7F: 3 clusters Score -4005854 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -4008676.250000 Penalty: 3401.519287
	Iteration 8F: 3 clusters Score -4008676 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4011458.000000 Penalty: 3401.519287
	Iteration 9F: 3 clusters Score -4011458 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4013954.750000 Penalty: 3401.519287
	Iteration 10Q: 3 clusters Score -4013955 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -4015509.250000 Penalty: 3401.519287
	Iteration 11Q: 3 clusters Score -4015509 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -4016102.000000 Penalty: 3401.519287
	Iteration 12Q: 3 clusters Score -4016102 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -4016248.500000 Penalty: 3401.519287
	Iteration 13Q: 3 clusters Score -4016248 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4016295.250000 Penalty: 3401.519287
	Iteration 14Q: 3 clusters Score -4016295 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -4016312.250000 Penalty: 3401.519287
	Iteration 15Q: 3 clusters Score -4016312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -4016305.000000 Penalty: 3401.519287
	Iteration 16Q: 3 clusters Score -4016305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4016306.750000 Penalty: 3401.519287
	Iteration 17Q: 3 clusters Score -4016307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -4016297.000000 Penalty: 3401.519287
	Iteration 18Q: 3 clusters Score -4016297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4016307.000000 Penalty: 3401.519287
	Iteration 19Q: 3 clusters Score -4016307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -4016309.000000 Penalty: 3401.519287
	Iteration 20F: 3 clusters Score -4016309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -4016308.750000 Penalty: 3401.519287
	Iteration 21Q: 3 clusters Score -4016309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -4016305.250000 Penalty: 3401.519287
	Iteration 22Q: 3 clusters Score -4016305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4016304.750000 Penalty: 3401.519287
	Iteration 23Q: 3 clusters Score -4016305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4016305.750000 Penalty: 3401.519287
	Iteration 24Q: 3 clusters Score -4016306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4016305.750000 Penalty: 3401.519287
	Iteration 25F: 3 clusters Score -4016306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Entering Unmasked Estep 
Score: -40074272.000000 Penalty: 56153.027344
Splitting cluster 7 changes total score from -40058988.000000 to -40074272.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 8 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -256995.203125 Penalty: 1263.277466
	Iteration 0F: 2 clusters Score -256995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -254725.296875 Penalty: 2526.554932
	Iteration 0F: 3 clusters Score -254725.3 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -255524.593750 Penalty: 2526.554932
	Iteration 1F: 3 clusters Score -255524.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -255849.484375 Penalty: 2526.554932
	Iteration 2F: 3 clusters Score -255849.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -256087.968750 Penalty: 2526.554932
	Iteration 3F: 3 clusters Score -256088 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -256288.437500 Penalty: 2526.554932
	Iteration 4F: 3 clusters Score -256288.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -256448.468750 Penalty: 2526.554932
	Iteration 5F: 3 clusters Score -256448.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -256554.078125 Penalty: 2526.554932
	Iteration 6Q: 3 clusters Score -256554.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -256620.078125 Penalty: 2526.554932
	Iteration 7Q: 3 clusters Score -256620.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -256677.062500 Penalty: 2526.554932
	Iteration 8Q: 3 clusters Score -256677.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -256725.890625 Penalty: 2526.554932
	Iteration 9Q: 3 clusters Score -256725.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -256793.296875 Penalty: 2526.554932
	Iteration 10Q: 3 clusters Score -256793.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -256873.515625 Penalty: 2526.554932
	Iteration 11Q: 3 clusters Score -256873.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -256946.421875 Penalty: 2526.554932
	Iteration 12Q: 3 clusters Score -256946.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -257015.937500 Penalty: 2526.554932
	Iteration 13Q: 3 clusters Score -257015.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -257112.328125 Penalty: 2526.554932
	Iteration 14Q: 3 clusters Score -257112.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257257.687500 Penalty: 2526.554932
	Iteration 15Q: 3 clusters Score -257257.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -257453.203125 Penalty: 2526.554932
	Iteration 16Q: 3 clusters Score -257453.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -257726.859375 Penalty: 2526.554932
	Iteration 17Q: 3 clusters Score -257726.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -258067.750000 Penalty: 2526.554932
	Iteration 18Q: 3 clusters Score -258067.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -258317.046875 Penalty: 2526.554932
	Iteration 19Q: 3 clusters Score -258317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -258366.156250 Penalty: 2526.554932
	Iteration 20F: 3 clusters Score -258366.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -258379.078125 Penalty: 2526.554932
	Iteration 21Q: 3 clusters Score -258379.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -258386.171875 Penalty: 2526.554932
	Iteration 22Q: 3 clusters Score -258386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -258388.609375 Penalty: 2526.554932
	Iteration 23Q: 3 clusters Score -258388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -258388.609375 Penalty: 2526.554932
	Iteration 24F: 3 clusters Score -258388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 9447 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Entering Unmasked Estep 
Score: -40074832.000000 Penalty: 58232.765625
Splitting cluster 8 changes total score from -40058988.000000 to -40074832.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 9 (9447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Entering Unmasked Estep 
Score: -1065588.500000 Penalty: 1487.436035
	Iteration 0F: 2 clusters Score -1065588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1058788.750000 Penalty: 2974.872070
	Iteration 0F: 3 clusters Score -1058789 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1061236.000000 Penalty: 2974.872070
	Iteration 1F: 3 clusters Score -1061236 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1061662.625000 Penalty: 2974.872070
	Iteration 2F: 3 clusters Score -1061663 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1062060.625000 Penalty: 2974.872070
	Iteration 3F: 3 clusters Score -1062061 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1062433.250000 Penalty: 2974.872070
	Iteration 4F: 3 clusters Score -1062433 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1062742.250000 Penalty: 2974.872070
	Iteration 5F: 3 clusters Score -1062742 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1063037.375000 Penalty: 2974.872070
	Iteration 6Q: 3 clusters Score -1063037 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1063344.500000 Penalty: 2974.872070
	Iteration 7Q: 3 clusters Score -1063344 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1063662.125000 Penalty: 2974.872070
	Iteration 8Q: 3 clusters Score -1063662 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1063952.375000 Penalty: 2974.872070
	Iteration 9Q: 3 clusters Score -1063952 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1064147.375000 Penalty: 2974.872070
	Iteration 10Q: 3 clusters Score -1064147 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1064268.375000 Penalty: 2974.872070
	Iteration 11Q: 3 clusters Score -1064268 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1064359.750000 Penalty: 2974.872070
	Iteration 12Q: 3 clusters Score -1064360 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1064435.375000 Penalty: 2974.872070
	Iteration 13Q: 3 clusters Score -1064435 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1064501.500000 Penalty: 2974.872070
	Iteration 14Q: 3 clusters Score -1064502 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1064569.875000 Penalty: 2974.872070
	Iteration 15Q: 3 clusters Score -1064570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1064649.750000 Penalty: 2974.872070
	Iteration 16Q: 3 clusters Score -1064650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1064736.375000 Penalty: 2974.872070
	Iteration 17Q: 3 clusters Score -1064736 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1064890.125000 Penalty: 2974.872070
	Iteration 18Q: 3 clusters Score -1064890 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1065163.000000 Penalty: 2974.872070
	Iteration 19Q: 3 clusters Score -1065163 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1065546.750000 Penalty: 2974.872070
	Iteration 20F: 3 clusters Score -1065547 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1065882.375000 Penalty: 2974.872070
	Iteration 21Q: 3 clusters Score -1065882 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1066075.375000 Penalty: 2974.872070
	Iteration 22Q: 3 clusters Score -1066075 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1066191.625000 Penalty: 2974.872070
	Iteration 23Q: 3 clusters Score -1066192 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1066298.500000 Penalty: 2974.872070
	Iteration 24Q: 3 clusters Score -1066298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1066362.500000 Penalty: 2974.872070
	Iteration 25Q: 3 clusters Score -1066362 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1066405.625000 Penalty: 2974.872070
	Iteration 26Q: 3 clusters Score -1066406 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1066431.750000 Penalty: 2974.872070
	Iteration 27Q: 3 clusters Score -1066432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1066444.875000 Penalty: 2974.872070
	Iteration 28Q: 3 clusters Score -1066445 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1066459.125000 Penalty: 2974.872070
	Iteration 29Q: 3 clusters Score -1066459 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1066477.250000 Penalty: 2974.872070
	Iteration 30Q: 3 clusters Score -1066477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1066485.000000 Penalty: 2974.872070
	Iteration 31Q: 3 clusters Score -1066485 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1066492.625000 Penalty: 2974.872070
	Iteration 32Q: 3 clusters Score -1066493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1066495.750000 Penalty: 2974.872070
	Iteration 33Q: 3 clusters Score -1066496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1066497.125000 Penalty: 2974.872070
	Iteration 34Q: 3 clusters Score -1066497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1066503.750000 Penalty: 2974.872070
	Iteration 35Q: 3 clusters Score -1066504 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1066508.500000 Penalty: 2974.872070
	Iteration 36Q: 3 clusters Score -1066508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1066516.750000 Penalty: 2974.872070
	Iteration 37Q: 3 clusters Score -1066517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1066522.750000 Penalty: 2974.872070
	Iteration 38Q: 3 clusters Score -1066523 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1066526.625000 Penalty: 2974.872070
	Iteration 39Q: 3 clusters Score -1066527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1066531.375000 Penalty: 2974.872070
	Iteration 40F: 3 clusters Score -1066531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1066538.625000 Penalty: 2974.872070
	Iteration 41Q: 3 clusters Score -1066539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1066546.125000 Penalty: 2974.872070
	Iteration 42Q: 3 clusters Score -1066546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1066557.875000 Penalty: 2974.872070
	Iteration 43Q: 3 clusters Score -1066558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1066560.000000 Penalty: 2974.872070
	Iteration 44Q: 3 clusters Score -1066560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1066565.000000 Penalty: 2974.872070
	Iteration 45Q: 3 clusters Score -1066565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1066569.625000 Penalty: 2974.872070
	Iteration 46Q: 3 clusters Score -1066570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1066574.875000 Penalty: 2974.872070
	Iteration 47Q: 3 clusters Score -1066575 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1066584.625000 Penalty: 2974.872070
	Iteration 48Q: 3 clusters Score -1066585 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1066598.750000 Penalty: 2974.872070
	Iteration 49Q: 3 clusters Score -1066599 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1066616.500000 Penalty: 2974.872070
	Iteration 50Q: 3 clusters Score -1066616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1066629.250000 Penalty: 2974.872070
	Iteration 51Q: 3 clusters Score -1066629 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1066640.875000 Penalty: 2974.872070
	Iteration 52Q: 3 clusters Score -1066641 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1066653.750000 Penalty: 2974.872070
	Iteration 53Q: 3 clusters Score -1066654 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1066679.625000 Penalty: 2974.872070
	Iteration 54Q: 3 clusters Score -1066680 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1066702.125000 Penalty: 2974.872070
	Iteration 55Q: 3 clusters Score -1066702 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1066721.125000 Penalty: 2974.872070
	Iteration 56Q: 3 clusters Score -1066721 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1066738.375000 Penalty: 2974.872070
	Iteration 57Q: 3 clusters Score -1066738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1066757.250000 Penalty: 2974.872070
	Iteration 58Q: 3 clusters Score -1066757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1066773.750000 Penalty: 2974.872070
	Iteration 59Q: 3 clusters Score -1066774 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1066800.875000 Penalty: 2974.872070
	Iteration 60F: 3 clusters Score -1066801 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -1066832.875000 Penalty: 2974.872070
	Iteration 61Q: 3 clusters Score -1066833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1066871.000000 Penalty: 2974.872070
	Iteration 62Q: 3 clusters Score -1066871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1066921.500000 Penalty: 2974.872070
	Iteration 63Q: 3 clusters Score -1066922 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1066992.375000 Penalty: 2974.872070
	Iteration 64Q: 3 clusters Score -1066992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1067104.250000 Penalty: 2974.872070
	Iteration 65Q: 3 clusters Score -1067104 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1067264.375000 Penalty: 2974.872070
	Iteration 66Q: 3 clusters Score -1067264 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1067456.500000 Penalty: 2974.872070
	Iteration 67Q: 3 clusters Score -1067456 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1067658.250000 Penalty: 2974.872070
	Iteration 68Q: 3 clusters Score -1067658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1067831.625000 Penalty: 2974.872070
	Iteration 69Q: 3 clusters Score -1067832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1067946.250000 Penalty: 2974.872070
	Iteration 70Q: 3 clusters Score -1067946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1068008.500000 Penalty: 2974.872070
	Iteration 71Q: 3 clusters Score -1068008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1068036.750000 Penalty: 2974.872070
	Iteration 72Q: 3 clusters Score -1068037 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1068056.500000 Penalty: 2974.872070
	Iteration 73Q: 3 clusters Score -1068056 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1068065.125000 Penalty: 2974.872070
	Iteration 74Q: 3 clusters Score -1068065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1068072.000000 Penalty: 2974.872070
	Iteration 75Q: 3 clusters Score -1068072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1068074.000000 Penalty: 2974.872070
	Iteration 76Q: 3 clusters Score -1068074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1068075.750000 Penalty: 2974.872070
	Iteration 77Q: 3 clusters Score -1068076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1068079.625000 Penalty: 2974.872070
	Iteration 78Q: 3 clusters Score -1068080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1068079.375000 Penalty: 2974.872070
	Iteration 79Q: 3 clusters Score -1068079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1068080.250000 Penalty: 2974.872070
	Iteration 80F: 3 clusters Score -1068080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1068084.625000 Penalty: 2974.872070
	Iteration 81Q: 3 clusters Score -1068085 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -1068083.000000 Penalty: 2974.872070
	Iteration 82Q: 3 clusters Score -1068083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1068085.625000 Penalty: 2974.872070
	Iteration 83Q: 3 clusters Score -1068086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1068085.250000 Penalty: 2974.872070
	Iteration 84Q: 3 clusters Score -1068085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1068085.625000 Penalty: 2974.872070
	Iteration 85Q: 3 clusters Score -1068086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1068088.625000 Penalty: 2974.872070
	Iteration 86Q: 3 clusters Score -1068089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1068088.125000 Penalty: 2974.872070
	Iteration 87Q: 3 clusters Score -1068088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1068088.000000 Penalty: 2974.872070
	Iteration 88Q: 3 clusters Score -1068088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1068087.250000 Penalty: 2974.872070
	Iteration 89Q: 3 clusters Score -1068087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1068087.250000 Penalty: 2974.872070
	Iteration 90F: 3 clusters Score -1068087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 6095 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Entering Unmasked Estep 
Score: -40076784.000000 Penalty: 60312.507812
Splitting cluster 9 changes total score from -40058988.000000 to -40076784.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 10 (6095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Entering Unmasked Estep 
Score: -672733.562500 Penalty: 1416.223999
	Iteration 0F: 2 clusters Score -672733.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -668056.312500 Penalty: 2832.447998
	Iteration 0F: 3 clusters Score -668056.3 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -670184.375000 Penalty: 2832.447998
	Iteration 1F: 3 clusters Score -670184.4 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -672153.187500 Penalty: 2832.447998
	Iteration 2F: 3 clusters Score -672153.2 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -675413.312500 Penalty: 2832.447998
	Iteration 3F: 3 clusters Score -675413.3 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -680041.125000 Penalty: 2832.447998
	Iteration 4F: 3 clusters Score -680041.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -680838.437500 Penalty: 2832.447998
	Iteration 5Q: 3 clusters Score -680838.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -680982.125000 Penalty: 2832.447998
	Iteration 6Q: 3 clusters Score -680982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -681006.187500 Penalty: 2832.447998
	Iteration 7Q: 3 clusters Score -681006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -681015.187500 Penalty: 2832.447998
	Iteration 8Q: 3 clusters Score -681015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -681019.500000 Penalty: 2832.447998
	Iteration 9Q: 3 clusters Score -681019.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -681020.687500 Penalty: 2832.447998
	Iteration 10Q: 3 clusters Score -681020.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -681021.687500 Penalty: 2832.447998
	Iteration 11Q: 3 clusters Score -681021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -681021.687500 Penalty: 2832.447998
	Iteration 12F: 3 clusters Score -681021.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 6389 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Entering Unmasked Estep 
Score: -40084256.000000 Penalty: 62392.250000
Splitting cluster 10 changes total score from -40058988.000000 to -40084256.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 11 (6389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Entering Unmasked Estep 
Score: -715004.750000 Penalty: 1423.879150
	Iteration 0F: 2 clusters Score -715004.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -710203.687500 Penalty: 2847.758301
	Iteration 0F: 3 clusters Score -710203.7 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -711842.312500 Penalty: 2847.758301
	Iteration 1F: 3 clusters Score -711842.3 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -712268.562500 Penalty: 2847.758301
	Iteration 2F: 3 clusters Score -712268.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -712777.875000 Penalty: 2847.758301
	Iteration 3F: 3 clusters Score -712777.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -713384.750000 Penalty: 2847.758301
	Iteration 4F: 3 clusters Score -713384.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -714027.000000 Penalty: 2847.758301
	Iteration 5F: 3 clusters Score -714027 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -714699.562500 Penalty: 2847.758301
	Iteration 6F: 3 clusters Score -714699.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -715228.750000 Penalty: 2847.758301
	Iteration 7F: 3 clusters Score -715228.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -715669.937500 Penalty: 2847.758301
	Iteration 8Q: 3 clusters Score -715669.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -716055.187500 Penalty: 2847.758301
	Iteration 9Q: 3 clusters Score -716055.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -716276.500000 Penalty: 2847.758301
	Iteration 10Q: 3 clusters Score -716276.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -716348.687500 Penalty: 2847.758301
	Iteration 11Q: 3 clusters Score -716348.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -716368.875000 Penalty: 2847.758301
	Iteration 12Q: 3 clusters Score -716368.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -716375.125000 Penalty: 2847.758301
	Iteration 13Q: 3 clusters Score -716375.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -716380.750000 Penalty: 2847.758301
	Iteration 14Q: 3 clusters Score -716380.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -716382.062500 Penalty: 2847.758301
	Iteration 15Q: 3 clusters Score -716382.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -716382.812500 Penalty: 2847.758301
	Iteration 16Q: 3 clusters Score -716382.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -716383.812500 Penalty: 2847.758301
	Iteration 17Q: 3 clusters Score -716383.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -716383.375000 Penalty: 2847.758301
	Iteration 18Q: 3 clusters Score -716383.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -716382.750000 Penalty: 2847.758301
	Iteration 19Q: 3 clusters Score -716382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -716382.750000 Penalty: 2847.758301
	Iteration 20F: 3 clusters Score -716382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 11798 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 4471 members 
Entering Unmasked Estep 
Score: -40084896.000000 Penalty: 64471.992188
Splitting cluster 11 changes total score from -40058988.000000 to -40084896.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 12 (5805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Entering Unmasked Estep 
Score: -662015.562500 Penalty: 1408.302246
	Iteration 0F: 2 clusters Score -662015.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -657560.687500 Penalty: 2816.604492
	Iteration 0F: 3 clusters Score -657560.7 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -659027.000000 Penalty: 2816.604492
	Iteration 1F: 3 clusters Score -659027 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -659543.875000 Penalty: 2816.604492
	Iteration 2F: 3 clusters Score -659543.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -660063.312500 Penalty: 2816.604492
	Iteration 3F: 3 clusters Score -660063.3 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -660537.875000 Penalty: 2816.604492
	Iteration 4F: 3 clusters Score -660537.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -660961.125000 Penalty: 2816.604492
	Iteration 5F: 3 clusters Score -660961.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -661214.437500 Penalty: 2816.604492
	Iteration 6F: 3 clusters Score -661214.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -661332.000000 Penalty: 2816.604492
	Iteration 7Q: 3 clusters Score -661332 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -661388.125000 Penalty: 2816.604492
	Iteration 8Q: 3 clusters Score -661388.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -661422.937500 Penalty: 2816.604492
	Iteration 9Q: 3 clusters Score -661422.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -661450.562500 Penalty: 2816.604492
	Iteration 10Q: 3 clusters Score -661450.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -661459.500000 Penalty: 2816.604492
	Iteration 11Q: 3 clusters Score -661459.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -661465.625000 Penalty: 2816.604492
	Iteration 12Q: 3 clusters Score -661465.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -661471.062500 Penalty: 2816.604492
	Iteration 13Q: 3 clusters Score -661471.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -661475.562500 Penalty: 2816.604492
	Iteration 14Q: 3 clusters Score -661475.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -661479.187500 Penalty: 2816.604492
	Iteration 15Q: 3 clusters Score -661479.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -661489.500000 Penalty: 2816.604492
	Iteration 16Q: 3 clusters Score -661489.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -661507.625000 Penalty: 2816.604492
	Iteration 17Q: 3 clusters Score -661507.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -661533.312500 Penalty: 2816.604492
	Iteration 18Q: 3 clusters Score -661533.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -661556.437500 Penalty: 2816.604492
	Iteration 19Q: 3 clusters Score -661556.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -661569.875000 Penalty: 2816.604492
	Iteration 20F: 3 clusters Score -661569.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -661581.750000 Penalty: 2816.604492
	Iteration 21Q: 3 clusters Score -661581.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -661586.250000 Penalty: 2816.604492
	Iteration 22Q: 3 clusters Score -661586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -661592.062500 Penalty: 2816.604492
	Iteration 23Q: 3 clusters Score -661592.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -661593.500000 Penalty: 2816.604492
	Iteration 24Q: 3 clusters Score -661593.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -661593.250000 Penalty: 2816.604492
	Iteration 25Q: 3 clusters Score -661593.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -661593.750000 Penalty: 2816.604492
	Iteration 26Q: 3 clusters Score -661593.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -661594.750000 Penalty: 2816.604492
	Iteration 27Q: 3 clusters Score -661594.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -661594.750000 Penalty: 2816.604492
	Iteration 28F: 3 clusters Score -661594.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (11798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Entering Unmasked Estep 
Score: -1332858.625000 Penalty: 1523.548950
	Iteration 0F: 2 clusters Score -1332859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1324612.375000 Penalty: 3047.097900
	Iteration 0F: 3 clusters Score -1324612 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1327512.625000 Penalty: 3047.097900
	Iteration 1F: 3 clusters Score -1327513 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1327903.750000 Penalty: 3047.097900
	Iteration 2F: 3 clusters Score -1327904 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1328248.625000 Penalty: 3047.097900
	Iteration 3F: 3 clusters Score -1328249 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1328663.750000 Penalty: 3047.097900
	Iteration 4Q: 3 clusters Score -1328664 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1329233.500000 Penalty: 3047.097900
	Iteration 5F: 3 clusters Score -1329234 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1330034.875000 Penalty: 3047.097900
	Iteration 6F: 3 clusters Score -1330035 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1331051.125000 Penalty: 3047.097900
	Iteration 7F: 3 clusters Score -1331051 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1331954.750000 Penalty: 3047.097900
	Iteration 8F: 3 clusters Score -1331955 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1332518.000000 Penalty: 3047.097900
	Iteration 9F: 3 clusters Score -1332518 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1332802.125000 Penalty: 3047.097900
	Iteration 10Q: 3 clusters Score -1332802 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1332957.375000 Penalty: 3047.097900
	Iteration 11Q: 3 clusters Score -1332957 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1333066.125000 Penalty: 3047.097900
	Iteration 12Q: 3 clusters Score -1333066 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1333150.125000 Penalty: 3047.097900
	Iteration 13Q: 3 clusters Score -1333150 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1333208.500000 Penalty: 3047.097900
	Iteration 14Q: 3 clusters Score -1333208 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1333248.750000 Penalty: 3047.097900
	Iteration 15Q: 3 clusters Score -1333249 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1333280.625000 Penalty: 3047.097900
	Iteration 16Q: 3 clusters Score -1333281 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1333309.750000 Penalty: 3047.097900
	Iteration 17Q: 3 clusters Score -1333310 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1333334.375000 Penalty: 3047.097900
	Iteration 18Q: 3 clusters Score -1333334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1333361.500000 Penalty: 3047.097900
	Iteration 19Q: 3 clusters Score -1333362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1333375.750000 Penalty: 3047.097900
	Iteration 20F: 3 clusters Score -1333376 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1333391.000000 Penalty: 3047.097900
	Iteration 21Q: 3 clusters Score -1333391 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1333398.250000 Penalty: 3047.097900
	Iteration 22Q: 3 clusters Score -1333398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1333414.375000 Penalty: 3047.097900
	Iteration 23Q: 3 clusters Score -1333414 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1333423.625000 Penalty: 3047.097900
	Iteration 24Q: 3 clusters Score -1333424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1333430.500000 Penalty: 3047.097900
	Iteration 25Q: 3 clusters Score -1333430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1333440.000000 Penalty: 3047.097900
	Iteration 26Q: 3 clusters Score -1333440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1333440.750000 Penalty: 3047.097900
	Iteration 27Q: 3 clusters Score -1333441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1333450.875000 Penalty: 3047.097900
	Iteration 28Q: 3 clusters Score -1333451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1333453.750000 Penalty: 3047.097900
	Iteration 29Q: 3 clusters Score -1333454 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1333456.750000 Penalty: 3047.097900
	Iteration 30Q: 3 clusters Score -1333457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1333458.500000 Penalty: 3047.097900
	Iteration 31Q: 3 clusters Score -1333458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1333461.125000 Penalty: 3047.097900
	Iteration 32Q: 3 clusters Score -1333461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1333462.750000 Penalty: 3047.097900
	Iteration 33Q: 3 clusters Score -1333463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1333463.750000 Penalty: 3047.097900
	Iteration 34Q: 3 clusters Score -1333464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1333463.250000 Penalty: 3047.097900
	Iteration 35Q: 3 clusters Score -1333463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1333463.750000 Penalty: 3047.097900
	Iteration 36Q: 3 clusters Score -1333464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1333463.750000 Penalty: 3047.097900
	Iteration 37Q: 3 clusters Score -1333464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1333464.875000 Penalty: 3047.097900
	Iteration 38Q: 3 clusters Score -1333465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1333463.875000 Penalty: 3047.097900
	Iteration 39Q: 3 clusters Score -1333464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1333465.625000 Penalty: 3047.097900
	Iteration 40F: 3 clusters Score -1333466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1333466.500000 Penalty: 3047.097900
	Iteration 41Q: 3 clusters Score -1333466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1333468.500000 Penalty: 3047.097900
	Iteration 42Q: 3 clusters Score -1333468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1333469.500000 Penalty: 3047.097900
	Iteration 43Q: 3 clusters Score -1333470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1333469.500000 Penalty: 3047.097900
	Iteration 44F: 3 clusters Score -1333470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 33820 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 1257 members 
Entering Unmasked Estep 
Score: -40085020.000000 Penalty: 66551.734375
Splitting cluster 13 changes total score from -40058988.000000 to -40085020.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 14 (5369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Entering Unmasked Estep 
Score: -618538.625000 Penalty: 1395.614502
	Iteration 0F: 2 clusters Score -618538.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -614353.500000 Penalty: 2791.229004
	Iteration 0F: 3 clusters Score -614353.5 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -615481.125000 Penalty: 2791.229004
	Iteration 1F: 3 clusters Score -615481.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -615709.937500 Penalty: 2791.229004
	Iteration 2F: 3 clusters Score -615709.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -615870.437500 Penalty: 2791.229004
	Iteration 3F: 3 clusters Score -615870.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -615981.750000 Penalty: 2791.229004
	Iteration 4Q: 3 clusters Score -615981.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -616087.625000 Penalty: 2791.229004
	Iteration 5Q: 3 clusters Score -616087.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -616185.937500 Penalty: 2791.229004
	Iteration 6Q: 3 clusters Score -616185.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -616282.375000 Penalty: 2791.229004
	Iteration 7Q: 3 clusters Score -616282.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -616429.187500 Penalty: 2791.229004
	Iteration 8Q: 3 clusters Score -616429.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -616675.250000 Penalty: 2791.229004
	Iteration 9Q: 3 clusters Score -616675.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -617015.500000 Penalty: 2791.229004
	Iteration 10F: 3 clusters Score -617015.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -617367.062500 Penalty: 2791.229004
	Iteration 11F: 3 clusters Score -617367.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -617603.875000 Penalty: 2791.229004
	Iteration 12F: 3 clusters Score -617603.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -617740.375000 Penalty: 2791.229004
	Iteration 13Q: 3 clusters Score -617740.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -617833.750000 Penalty: 2791.229004
	Iteration 14Q: 3 clusters Score -617833.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -617921.687500 Penalty: 2791.229004
	Iteration 15Q: 3 clusters Score -617921.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -617983.875000 Penalty: 2791.229004
	Iteration 16Q: 3 clusters Score -617983.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -618034.062500 Penalty: 2791.229004
	Iteration 17Q: 3 clusters Score -618034.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -618074.500000 Penalty: 2791.229004
	Iteration 18Q: 3 clusters Score -618074.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -618115.062500 Penalty: 2791.229004
	Iteration 19Q: 3 clusters Score -618115.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -618153.000000 Penalty: 2791.229004
	Iteration 20F: 3 clusters Score -618153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -618179.187500 Penalty: 2791.229004
	Iteration 21Q: 3 clusters Score -618179.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -618211.937500 Penalty: 2791.229004
	Iteration 22Q: 3 clusters Score -618211.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -618243.250000 Penalty: 2791.229004
	Iteration 23Q: 3 clusters Score -618243.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -618275.625000 Penalty: 2791.229004
	Iteration 24Q: 3 clusters Score -618275.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -618295.687500 Penalty: 2791.229004
	Iteration 25Q: 3 clusters Score -618295.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -618311.000000 Penalty: 2791.229004
	Iteration 26Q: 3 clusters Score -618311 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -618317.125000 Penalty: 2791.229004
	Iteration 27Q: 3 clusters Score -618317.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -618320.000000 Penalty: 2791.229004
	Iteration 28Q: 3 clusters Score -618320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -618328.125000 Penalty: 2791.229004
	Iteration 29Q: 3 clusters Score -618328.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -618337.750000 Penalty: 2791.229004
	Iteration 30Q: 3 clusters Score -618337.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -618342.312500 Penalty: 2791.229004
	Iteration 31Q: 3 clusters Score -618342.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -618346.937500 Penalty: 2791.229004
	Iteration 32Q: 3 clusters Score -618346.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -618351.437500 Penalty: 2791.229004
	Iteration 33Q: 3 clusters Score -618351.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -618353.500000 Penalty: 2791.229004
	Iteration 34Q: 3 clusters Score -618353.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -618357.625000 Penalty: 2791.229004
	Iteration 35Q: 3 clusters Score -618357.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -618362.437500 Penalty: 2791.229004
	Iteration 36Q: 3 clusters Score -618362.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -618367.937500 Penalty: 2791.229004
	Iteration 37Q: 3 clusters Score -618367.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -618374.062500 Penalty: 2791.229004
	Iteration 38Q: 3 clusters Score -618374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -618377.250000 Penalty: 2791.229004
	Iteration 39Q: 3 clusters Score -618377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -618379.437500 Penalty: 2791.229004
	Iteration 40F: 3 clusters Score -618379.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -618381.250000 Penalty: 2791.229004
	Iteration 41Q: 3 clusters Score -618381.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -618385.312500 Penalty: 2791.229004
	Iteration 42Q: 3 clusters Score -618385.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -618392.812500 Penalty: 2791.229004
	Iteration 43Q: 3 clusters Score -618392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -618399.812500 Penalty: 2791.229004
	Iteration 44Q: 3 clusters Score -618399.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -618403.125000 Penalty: 2791.229004
	Iteration 45Q: 3 clusters Score -618403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -618405.437500 Penalty: 2791.229004
	Iteration 46Q: 3 clusters Score -618405.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -618406.312500 Penalty: 2791.229004
	Iteration 47Q: 3 clusters Score -618406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -618406.500000 Penalty: 2791.229004
	Iteration 48Q: 3 clusters Score -618406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -618406.562500 Penalty: 2791.229004
	Iteration 49Q: 3 clusters Score -618406.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -618406.687500 Penalty: 2791.229004
	Iteration 50Q: 3 clusters Score -618406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -618408.125000 Penalty: 2791.229004
	Iteration 51Q: 3 clusters Score -618408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -618409.812500 Penalty: 2791.229004
	Iteration 52Q: 3 clusters Score -618409.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -618410.500000 Penalty: 2791.229004
	Iteration 53Q: 3 clusters Score -618410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -618411.875000 Penalty: 2791.229004
	Iteration 54Q: 3 clusters Score -618411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -618412.000000 Penalty: 2791.229004
	Iteration 55Q: 3 clusters Score -618412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -618413.875000 Penalty: 2791.229004
	Iteration 56Q: 3 clusters Score -618413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -618412.937500 Penalty: 2791.229004
	Iteration 57Q: 3 clusters Score -618412.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -618415.562500 Penalty: 2791.229004
	Iteration 58Q: 3 clusters Score -618415.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -618415.500000 Penalty: 2791.229004
	Iteration 59Q: 3 clusters Score -618415.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -618416.125000 Penalty: 2791.229004
	Iteration 60F: 3 clusters Score -618416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -618418.062500 Penalty: 2791.229004
	Iteration 61Q: 3 clusters Score -618418.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -618416.812500 Penalty: 2791.229004
	Iteration 62Q: 3 clusters Score -618416.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -618416.812500 Penalty: 2791.229004
	Iteration 63F: 3 clusters Score -618416.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Entering Unmasked Estep 
Score: -3868323.750000 Penalty: 1694.681152
	Iteration 0F: 2 clusters Score -3868324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -3845622.000000 Penalty: 3389.362305
	Iteration 0F: 3 clusters Score -3845622 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -3855101.500000 Penalty: 3389.362305
	Iteration 1F: 3 clusters Score -3855102 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3856894.250000 Penalty: 3389.362305
	Iteration 2F: 3 clusters Score -3856894 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -3859657.000000 Penalty: 3389.362305
	Iteration 3F: 3 clusters Score -3859657 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -3863102.000000 Penalty: 3389.362305
	Iteration 4F: 3 clusters Score -3863102 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25950 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -3866336.000000 Penalty: 3389.362305
	Iteration 5F: 3 clusters Score -3866336 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3869121.500000 Penalty: 3389.362305
	Iteration 6F: 3 clusters Score -3869122 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3870769.250000 Penalty: 3389.362305
	Iteration 7Q: 3 clusters Score -3870769 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3871637.000000 Penalty: 3389.362305
	Iteration 8Q: 3 clusters Score -3871637 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25479 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3872201.250000 Penalty: 3389.362305
	Iteration 9Q: 3 clusters Score -3872201 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3872576.000000 Penalty: 3389.362305
	Iteration 10Q: 3 clusters Score -3872576 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -3872724.000000 Penalty: 3389.362305
	Iteration 11Q: 3 clusters Score -3872724 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24509 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -3872811.500000 Penalty: 3389.362305
	Iteration 12Q: 3 clusters Score -3872812 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -3872833.750000 Penalty: 3389.362305
	Iteration 13Q: 3 clusters Score -3872834 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -3872835.500000 Penalty: 3389.362305
	Iteration 14Q: 3 clusters Score -3872836 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -3872847.500000 Penalty: 3389.362305
	Iteration 15Q: 3 clusters Score -3872848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -3872845.500000 Penalty: 3389.362305
	Iteration 16Q: 3 clusters Score -3872846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -3872835.750000 Penalty: 3389.362305
	Iteration 17Q: 3 clusters Score -3872836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -3872840.250000 Penalty: 3389.362305
	Iteration 18Q: 3 clusters Score -3872840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3872838.000000 Penalty: 3389.362305
	Iteration 19Q: 3 clusters Score -3872838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3872838.250000 Penalty: 3389.362305
	Iteration 20F: 3 clusters Score -3872838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3872834.500000 Penalty: 3389.362305
	Iteration 21Q: 3 clusters Score -3872834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -3872836.750000 Penalty: 3389.362305
	Iteration 22Q: 3 clusters Score -3872837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -3872837.250000 Penalty: 3389.362305
	Iteration 23Q: 3 clusters Score -3872837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -3872836.750000 Penalty: 3389.362305
	Iteration 24Q: 3 clusters Score -3872837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3872835.000000 Penalty: 3389.362305
	Iteration 25Q: 3 clusters Score -3872835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3872837.500000 Penalty: 3389.362305
	Iteration 26Q: 3 clusters Score -3872838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3872837.500000 Penalty: 3389.362305
	Iteration 27F: 3 clusters Score -3872838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 24141 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 5700 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 9679 members 
Entering Unmasked Estep 
Score: -40089012.000000 Penalty: 68631.476562
Splitting cluster 15 changes total score from -40058988.000000 to -40089012.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (3392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Entering Unmasked Estep 
Score: -392327.000000 Penalty: 1320.990967
	Iteration 0F: 2 clusters Score -392327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -389351.000000 Penalty: 2641.981934
	Iteration 0F: 3 clusters Score -389351 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -390065.531250 Penalty: 2641.981934
	Iteration 1F: 3 clusters Score -390065.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -390230.500000 Penalty: 2641.981934
	Iteration 2F: 3 clusters Score -390230.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -390336.718750 Penalty: 2641.981934
	Iteration 3F: 3 clusters Score -390336.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -390399.812500 Penalty: 2641.981934
	Iteration 4Q: 3 clusters Score -390399.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -390433.968750 Penalty: 2641.981934
	Iteration 5Q: 3 clusters Score -390434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -390459.937500 Penalty: 2641.981934
	Iteration 6Q: 3 clusters Score -390459.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -390475.718750 Penalty: 2641.981934
	Iteration 7Q: 3 clusters Score -390475.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -390490.281250 Penalty: 2641.981934
	Iteration 8Q: 3 clusters Score -390490.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -390501.625000 Penalty: 2641.981934
	Iteration 9Q: 3 clusters Score -390501.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -390512.656250 Penalty: 2641.981934
	Iteration 10Q: 3 clusters Score -390512.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -390527.312500 Penalty: 2641.981934
	Iteration 11Q: 3 clusters Score -390527.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -390538.718750 Penalty: 2641.981934
	Iteration 12Q: 3 clusters Score -390538.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -390551.156250 Penalty: 2641.981934
	Iteration 13Q: 3 clusters Score -390551.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -390562.031250 Penalty: 2641.981934
	Iteration 14Q: 3 clusters Score -390562 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -390575.156250 Penalty: 2641.981934
	Iteration 15Q: 3 clusters Score -390575.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -390583.968750 Penalty: 2641.981934
	Iteration 16Q: 3 clusters Score -390584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -390591.062500 Penalty: 2641.981934
	Iteration 17Q: 3 clusters Score -390591.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -390601.500000 Penalty: 2641.981934
	Iteration 18Q: 3 clusters Score -390601.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -390617.218750 Penalty: 2641.981934
	Iteration 19Q: 3 clusters Score -390617.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -390634.656250 Penalty: 2641.981934
	Iteration 20F: 3 clusters Score -390634.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -390650.187500 Penalty: 2641.981934
	Iteration 21Q: 3 clusters Score -390650.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -390664.531250 Penalty: 2641.981934
	Iteration 22Q: 3 clusters Score -390664.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -390680.250000 Penalty: 2641.981934
	Iteration 23Q: 3 clusters Score -390680.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -390697.218750 Penalty: 2641.981934
	Iteration 24Q: 3 clusters Score -390697.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -390713.093750 Penalty: 2641.981934
	Iteration 25Q: 3 clusters Score -390713.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -390728.406250 Penalty: 2641.981934
	Iteration 26Q: 3 clusters Score -390728.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -390746.531250 Penalty: 2641.981934
	Iteration 27Q: 3 clusters Score -390746.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -390765.500000 Penalty: 2641.981934
	Iteration 28Q: 3 clusters Score -390765.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -390788.000000 Penalty: 2641.981934
	Iteration 29Q: 3 clusters Score -390788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -390817.281250 Penalty: 2641.981934
	Iteration 30Q: 3 clusters Score -390817.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -390851.125000 Penalty: 2641.981934
	Iteration 31Q: 3 clusters Score -390851.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -390883.781250 Penalty: 2641.981934
	Iteration 32Q: 3 clusters Score -390883.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -390920.156250 Penalty: 2641.981934
	Iteration 33Q: 3 clusters Score -390920.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -390966.062500 Penalty: 2641.981934
	Iteration 34Q: 3 clusters Score -390966.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -391019.531250 Penalty: 2641.981934
	Iteration 35Q: 3 clusters Score -391019.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -391102.687500 Penalty: 2641.981934
	Iteration 36Q: 3 clusters Score -391102.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -391192.156250 Penalty: 2641.981934
	Iteration 37Q: 3 clusters Score -391192.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -391251.156250 Penalty: 2641.981934
	Iteration 38Q: 3 clusters Score -391251.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -391303.000000 Penalty: 2641.981934
	Iteration 39Q: 3 clusters Score -391303 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -391332.500000 Penalty: 2641.981934
	Iteration 40F: 3 clusters Score -391332.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -391350.468750 Penalty: 2641.981934
	Iteration 41Q: 3 clusters Score -391350.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -391371.468750 Penalty: 2641.981934
	Iteration 42Q: 3 clusters Score -391371.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -391396.593750 Penalty: 2641.981934
	Iteration 43Q: 3 clusters Score -391396.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -391415.375000 Penalty: 2641.981934
	Iteration 44Q: 3 clusters Score -391415.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -391434.781250 Penalty: 2641.981934
	Iteration 45Q: 3 clusters Score -391434.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -391452.781250 Penalty: 2641.981934
	Iteration 46Q: 3 clusters Score -391452.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -391474.187500 Penalty: 2641.981934
	Iteration 47Q: 3 clusters Score -391474.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -391500.281250 Penalty: 2641.981934
	Iteration 48Q: 3 clusters Score -391500.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -391518.000000 Penalty: 2641.981934
	Iteration 49Q: 3 clusters Score -391518 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -391537.375000 Penalty: 2641.981934
	Iteration 50Q: 3 clusters Score -391537.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -391564.437500 Penalty: 2641.981934
	Iteration 51Q: 3 clusters Score -391564.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -391580.687500 Penalty: 2641.981934
	Iteration 52Q: 3 clusters Score -391580.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -391593.593750 Penalty: 2641.981934
	Iteration 53Q: 3 clusters Score -391593.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -391607.156250 Penalty: 2641.981934
	Iteration 54Q: 3 clusters Score -391607.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -391619.718750 Penalty: 2641.981934
	Iteration 55Q: 3 clusters Score -391619.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -391630.031250 Penalty: 2641.981934
	Iteration 56Q: 3 clusters Score -391630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -391639.343750 Penalty: 2641.981934
	Iteration 57Q: 3 clusters Score -391639.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -391643.718750 Penalty: 2641.981934
	Iteration 58Q: 3 clusters Score -391643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -391648.625000 Penalty: 2641.981934
	Iteration 59Q: 3 clusters Score -391648.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -391653.531250 Penalty: 2641.981934
	Iteration 60F: 3 clusters Score -391653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -391660.125000 Penalty: 2641.981934
	Iteration 61Q: 3 clusters Score -391660.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -391668.187500 Penalty: 2641.981934
	Iteration 62Q: 3 clusters Score -391668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -391671.625000 Penalty: 2641.981934
	Iteration 63Q: 3 clusters Score -391671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -391675.687500 Penalty: 2641.981934
	Iteration 64Q: 3 clusters Score -391675.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -391681.281250 Penalty: 2641.981934
	Iteration 65Q: 3 clusters Score -391681.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -391686.500000 Penalty: 2641.981934
	Iteration 66Q: 3 clusters Score -391686.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -391691.125000 Penalty: 2641.981934
	Iteration 67Q: 3 clusters Score -391691.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -391694.031250 Penalty: 2641.981934
	Iteration 68Q: 3 clusters Score -391694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -391697.812500 Penalty: 2641.981934
	Iteration 69Q: 3 clusters Score -391697.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -391701.312500 Penalty: 2641.981934
	Iteration 70Q: 3 clusters Score -391701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -391704.375000 Penalty: 2641.981934
	Iteration 71Q: 3 clusters Score -391704.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -391714.781250 Penalty: 2641.981934
	Iteration 72Q: 3 clusters Score -391714.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -391721.062500 Penalty: 2641.981934
	Iteration 73Q: 3 clusters Score -391721.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -391722.718750 Penalty: 2641.981934
	Iteration 74Q: 3 clusters Score -391722.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -391725.031250 Penalty: 2641.981934
	Iteration 75Q: 3 clusters Score -391725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -391727.125000 Penalty: 2641.981934
	Iteration 76Q: 3 clusters Score -391727.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -391729.656250 Penalty: 2641.981934
	Iteration 77Q: 3 clusters Score -391729.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -391734.625000 Penalty: 2641.981934
	Iteration 78Q: 3 clusters Score -391734.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -391740.437500 Penalty: 2641.981934
	Iteration 79Q: 3 clusters Score -391740.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -391744.500000 Penalty: 2641.981934
	Iteration 80F: 3 clusters Score -391744.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -391748.562500 Penalty: 2641.981934
	Iteration 81Q: 3 clusters Score -391748.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -391750.375000 Penalty: 2641.981934
	Iteration 82Q: 3 clusters Score -391750.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -391753.500000 Penalty: 2641.981934
	Iteration 83Q: 3 clusters Score -391753.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -391755.687500 Penalty: 2641.981934
	Iteration 84Q: 3 clusters Score -391755.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -391758.250000 Penalty: 2641.981934
	Iteration 85Q: 3 clusters Score -391758.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -391760.750000 Penalty: 2641.981934
	Iteration 86Q: 3 clusters Score -391760.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -391764.875000 Penalty: 2641.981934
	Iteration 87Q: 3 clusters Score -391764.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -391768.343750 Penalty: 2641.981934
	Iteration 88Q: 3 clusters Score -391768.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -391770.031250 Penalty: 2641.981934
	Iteration 89Q: 3 clusters Score -391770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -391771.375000 Penalty: 2641.981934
	Iteration 90Q: 3 clusters Score -391771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -391775.906250 Penalty: 2641.981934
	Iteration 91Q: 3 clusters Score -391775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -391777.375000 Penalty: 2641.981934
	Iteration 92Q: 3 clusters Score -391777.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -391781.031250 Penalty: 2641.981934
	Iteration 93Q: 3 clusters Score -391781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -391787.812500 Penalty: 2641.981934
	Iteration 94Q: 3 clusters Score -391787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -391794.781250 Penalty: 2641.981934
	Iteration 95Q: 3 clusters Score -391794.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -391801.500000 Penalty: 2641.981934
	Iteration 96Q: 3 clusters Score -391801.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -391807.750000 Penalty: 2641.981934
	Iteration 97Q: 3 clusters Score -391807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -391816.968750 Penalty: 2641.981934
	Iteration 98Q: 3 clusters Score -391817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -391822.812500 Penalty: 2641.981934
	Iteration 99Q: 3 clusters Score -391822.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -391832.750000 Penalty: 2641.981934
	Iteration 100F: 3 clusters Score -391832.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -391848.250000 Penalty: 2641.981934
	Iteration 101Q: 3 clusters Score -391848.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -391872.125000 Penalty: 2641.981934
	Iteration 102Q: 3 clusters Score -391872.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -391901.406250 Penalty: 2641.981934
	Iteration 103Q: 3 clusters Score -391901.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -391933.281250 Penalty: 2641.981934
	Iteration 104Q: 3 clusters Score -391933.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -391979.781250 Penalty: 2641.981934
	Iteration 105Q: 3 clusters Score -391979.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -392063.656250 Penalty: 2641.981934
	Iteration 106Q: 3 clusters Score -392063.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -392129.843750 Penalty: 2641.981934
	Iteration 107Q: 3 clusters Score -392129.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -392181.437500 Penalty: 2641.981934
	Iteration 108Q: 3 clusters Score -392181.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -392204.031250 Penalty: 2641.981934
	Iteration 109Q: 3 clusters Score -392204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -392218.437500 Penalty: 2641.981934
	Iteration 110Q: 3 clusters Score -392218.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -392221.250000 Penalty: 2641.981934
	Iteration 111Q: 3 clusters Score -392221.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -392221.625000 Penalty: 2641.981934
	Iteration 112Q: 3 clusters Score -392221.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392222.156250 Penalty: 2641.981934
	Iteration 113Q: 3 clusters Score -392222.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392222.156250 Penalty: 2641.981934
	Iteration 114F: 3 clusters Score -392222.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Entering Unmasked Estep 
Score: -548629.312500 Penalty: 1405.335938
	Iteration 0F: 2 clusters Score -548629.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -544189.812500 Penalty: 2810.671875
	Iteration 0F: 3 clusters Score -544189.8 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -546919.750000 Penalty: 2810.671875
	Iteration 1F: 3 clusters Score -546919.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -548385.625000 Penalty: 2810.671875
	Iteration 2F: 3 clusters Score -548385.6 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -549298.312500 Penalty: 2810.671875
	Iteration 3F: 3 clusters Score -549298.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -549677.250000 Penalty: 2810.671875
	Iteration 4F: 3 clusters Score -549677.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -549818.250000 Penalty: 2810.671875
	Iteration 5Q: 3 clusters Score -549818.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -549879.062500 Penalty: 2810.671875
	Iteration 6Q: 3 clusters Score -549879.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -549908.125000 Penalty: 2810.671875
	Iteration 7Q: 3 clusters Score -549908.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -549923.937500 Penalty: 2810.671875
	Iteration 8Q: 3 clusters Score -549923.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -549933.187500 Penalty: 2810.671875
	Iteration 9Q: 3 clusters Score -549933.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -549940.562500 Penalty: 2810.671875
	Iteration 10Q: 3 clusters Score -549940.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -549944.500000 Penalty: 2810.671875
	Iteration 11Q: 3 clusters Score -549944.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -549947.562500 Penalty: 2810.671875
	Iteration 12Q: 3 clusters Score -549947.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -549949.062500 Penalty: 2810.671875
	Iteration 13Q: 3 clusters Score -549949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -549950.125000 Penalty: 2810.671875
	Iteration 14Q: 3 clusters Score -549950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -549950.687500 Penalty: 2810.671875
	Iteration 15Q: 3 clusters Score -549950.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -549951.562500 Penalty: 2810.671875
	Iteration 16Q: 3 clusters Score -549951.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -549951.437500 Penalty: 2810.671875
	Iteration 17Q: 3 clusters Score -549951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -549952.125000 Penalty: 2810.671875
	Iteration 18Q: 3 clusters Score -549952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -549952.125000 Penalty: 2810.671875
	Iteration 19F: 3 clusters Score -549952.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 24141 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 101884 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 9679 members 
Mstep: Class 34 contains 3622 members 
Entering Unmasked Estep 
Score: -40089772.000000 Penalty: 70711.218750
Splitting cluster 17 changes total score from -40058988.000000 to -40089772.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 18 (101884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Entering Unmasked Estep 
Score: -11657029.000000 Penalty: 1873.883423
	Iteration 0F: 2 clusters Score -1.165703e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -11588830.000000 Penalty: 3747.766846
	Iteration 0F: 3 clusters Score -1.158883e+07 nChanged 48907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56157 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -11617901.000000 Penalty: 3747.766846
	Iteration 1F: 3 clusters Score -1.16179e+07 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59157 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -11619838.000000 Penalty: 3747.766846
	Iteration 2Q: 3 clusters Score -1.161984e+07 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63415 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -11622867.000000 Penalty: 3747.766846
	Iteration 3F: 3 clusters Score -1.162287e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68977 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -11627397.000000 Penalty: 3747.766846
	Iteration 4F: 3 clusters Score -1.16274e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -11633765.000000 Penalty: 3747.766846
	Iteration 5F: 3 clusters Score -1.163376e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -11640954.000000 Penalty: 3747.766846
	Iteration 6F: 3 clusters Score -1.164095e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88052 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -11647336.000000 Penalty: 3747.766846
	Iteration 7F: 3 clusters Score -1.164734e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -11651851.000000 Penalty: 3747.766846
	Iteration 8Q: 3 clusters Score -1.165185e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -11654589.000000 Penalty: 3747.766846
	Iteration 9Q: 3 clusters Score -1.165459e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94159 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -11656414.000000 Penalty: 3747.766846
	Iteration 10Q: 3 clusters Score -1.165641e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94616 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -11657553.000000 Penalty: 3747.766846
	Iteration 11Q: 3 clusters Score -1.165755e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94875 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -11658231.000000 Penalty: 3747.766846
	Iteration 12Q: 3 clusters Score -1.165823e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95000 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -11658492.000000 Penalty: 3747.766846
	Iteration 13Q: 3 clusters Score -1.165849e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95062 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -11658616.000000 Penalty: 3747.766846
	Iteration 14Q: 3 clusters Score -1.165862e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95104 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -11658690.000000 Penalty: 3747.766846
	Iteration 15Q: 3 clusters Score -1.165869e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95122 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -11658713.000000 Penalty: 3747.766846
	Iteration 16Q: 3 clusters Score -1.165871e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95138 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -11658732.000000 Penalty: 3747.766846
	Iteration 17Q: 3 clusters Score -1.165873e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -11658746.000000 Penalty: 3747.766846
	Iteration 18Q: 3 clusters Score -1.165875e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -11658762.000000 Penalty: 3747.766846
	Iteration 19Q: 3 clusters Score -1.165876e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95164 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -11658755.000000 Penalty: 3747.766846
	Iteration 20F: 3 clusters Score -1.165876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -11658749.000000 Penalty: 3747.766846
	Iteration 21Q: 3 clusters Score -1.165875e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -11658755.000000 Penalty: 3747.766846
	Iteration 22Q: 3 clusters Score -1.165876e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95157 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -11658757.000000 Penalty: 3747.766846
	Iteration 23Q: 3 clusters Score -1.165876e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95155 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -11658750.000000 Penalty: 3747.766846
	Iteration 24Q: 3 clusters Score -1.165875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95152 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -11658744.000000 Penalty: 3747.766846
	Iteration 25Q: 3 clusters Score -1.165874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95150 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11658752.000000 Penalty: 3747.766846
	Iteration 26Q: 3 clusters Score -1.165875e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95148 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -11658746.000000 Penalty: 3747.766846
	Iteration 27Q: 3 clusters Score -1.165875e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -11658730.000000 Penalty: 3747.766846
	Iteration 28Q: 3 clusters Score -1.165873e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -11658738.000000 Penalty: 3747.766846
	Iteration 29Q: 3 clusters Score -1.165874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -11658738.000000 Penalty: 3747.766846
	Iteration 30F: 3 clusters Score -1.165874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 24141 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 95147 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 9679 members 
Mstep: Class 34 contains 3622 members 
Mstep: Class 35 contains 6737 members 
Entering Unmasked Estep 
Score: -40091656.000000 Penalty: 72790.960938
Splitting cluster 18 changes total score from -40058988.000000 to -40091656.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 19 (26526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26526 members 
Entering Unmasked Estep 
Score: -2988269.500000 Penalty: 1655.205566
	Iteration 0F: 2 clusters Score -2988270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2970387.500000 Penalty: 3310.411133
	Iteration 0F: 3 clusters Score -2970388 nChanged 12101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -2977244.500000 Penalty: 3310.411133
	Iteration 1F: 3 clusters Score -2977244 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2977881.500000 Penalty: 3310.411133
	Iteration 2F: 3 clusters Score -2977882 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2978627.750000 Penalty: 3310.411133
	Iteration 3F: 3 clusters Score -2978628 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2979547.250000 Penalty: 3310.411133
	Iteration 4F: 3 clusters Score -2979547 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2980653.000000 Penalty: 3310.411133
	Iteration 5F: 3 clusters Score -2980653 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -2981793.250000 Penalty: 3310.411133
	Iteration 6F: 3 clusters Score -2981793 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2983176.000000 Penalty: 3310.411133
	Iteration 7F: 3 clusters Score -2983176 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -2984970.750000 Penalty: 3310.411133
	Iteration 8F: 3 clusters Score -2984971 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -2987032.500000 Penalty: 3310.411133
	Iteration 9F: 3 clusters Score -2987032 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -2988725.000000 Penalty: 3310.411133
	Iteration 10F: 3 clusters Score -2988725 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2989507.250000 Penalty: 3310.411133
	Iteration 11Q: 3 clusters Score -2989507 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2989750.250000 Penalty: 3310.411133
	Iteration 12Q: 3 clusters Score -2989750 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -2989827.500000 Penalty: 3310.411133
	Iteration 13Q: 3 clusters Score -2989828 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2989884.000000 Penalty: 3310.411133
	Iteration 14Q: 3 clusters Score -2989884 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2989921.000000 Penalty: 3310.411133
	Iteration 15Q: 3 clusters Score -2989921 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2989946.250000 Penalty: 3310.411133
	Iteration 16Q: 3 clusters Score -2989946 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 12505 members 
Entering Unmasked Estep 
Score: -2989964.500000 Penalty: 3310.411133
	Iteration 17Q: 3 clusters Score -2989964 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2989969.250000 Penalty: 3310.411133
	Iteration 18Q: 3 clusters Score -2989969 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -2989975.500000 Penalty: 3310.411133
	Iteration 19Q: 3 clusters Score -2989976 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2989986.750000 Penalty: 3310.411133
	Iteration 20F: 3 clusters Score -2989987 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2989991.750000 Penalty: 3310.411133
	Iteration 21Q: 3 clusters Score -2989992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2989997.250000 Penalty: 3310.411133
	Iteration 22Q: 3 clusters Score -2989997 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2990011.000000 Penalty: 3310.411133
	Iteration 23Q: 3 clusters Score -2990011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2989998.500000 Penalty: 3310.411133
	Iteration 24Q: 3 clusters Score -2989998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2989993.250000 Penalty: 3310.411133
	Iteration 25Q: 3 clusters Score -2989993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2989998.750000 Penalty: 3310.411133
	Iteration 26Q: 3 clusters Score -2989999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2990009.500000 Penalty: 3310.411133
	Iteration 27Q: 3 clusters Score -2990010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2990007.500000 Penalty: 3310.411133
	Iteration 28Q: 3 clusters Score -2990008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2990004.750000 Penalty: 3310.411133
	Iteration 29Q: 3 clusters Score -2990005 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2990008.250000 Penalty: 3310.411133
	Iteration 30Q: 3 clusters Score -2990008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2990009.500000 Penalty: 3310.411133
	Iteration 31Q: 3 clusters Score -2990010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2990009.250000 Penalty: 3310.411133
	Iteration 32Q: 3 clusters Score -2990009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -2990009.250000 Penalty: 3310.411133
	Iteration 33Q: 3 clusters Score -2990009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2990014.000000 Penalty: 3310.411133
	Iteration 34Q: 3 clusters Score -2990014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2990023.750000 Penalty: 3310.411133
	Iteration 35Q: 3 clusters Score -2990024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -2990021.500000 Penalty: 3310.411133
	Iteration 36Q: 3 clusters Score -2990022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2990019.000000 Penalty: 3310.411133
	Iteration 37Q: 3 clusters Score -2990019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2990020.250000 Penalty: 3310.411133
	Iteration 38Q: 3 clusters Score -2990020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -2990025.000000 Penalty: 3310.411133
	Iteration 39Q: 3 clusters Score -2990025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -2990029.250000 Penalty: 3310.411133
	Iteration 40F: 3 clusters Score -2990029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2990026.750000 Penalty: 3310.411133
	Iteration 41Q: 3 clusters Score -2990027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -2990025.500000 Penalty: 3310.411133
	Iteration 42Q: 3 clusters Score -2990026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2990027.000000 Penalty: 3310.411133
	Iteration 43Q: 3 clusters Score -2990027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -2990027.000000 Penalty: 3310.411133
	Iteration 44F: 3 clusters Score -2990027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 24141 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 95147 members 
Mstep: Class 19 contains 14668 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 21 contains 428 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 3771 members 
Mstep: Class 24 contains 45224 members 
Mstep: Class 25 contains 6516 members 
Mstep: Class 26 contains 2735 members 
Mstep: Class 27 contains 20908 members 
Mstep: Class 28 contains 882 members 
Mstep: Class 29 contains 3919 members 
Mstep: Class 30 contains 1654 members 
Mstep: Class 31 contains 4471 members 
Mstep: Class 32 contains 1257 members 
Mstep: Class 33 contains 9679 members 
Mstep: Class 34 contains 3622 members 
Mstep: Class 35 contains 6737 members 
Mstep: Class 36 contains 11858 members 
Entering Unmasked Estep 
Score: -40092836.000000 Penalty: 74870.703125
Splitting cluster 19 changes total score from -40058988.000000 to -40092836.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 20 (18111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Entering Unmasked Estep 
Score: -2060465.375000 Penalty: 1593.194580
	Iteration 0F: 2 clusters Score -2060465 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2048075.875000 Penalty: 3186.389160
	Iteration 0F: 3 clusters Score -2048076 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2052480.125000 Penalty: 3186.389160
	Iteration 1F: 3 clusters Score -2052480 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2052903.625000 Penalty: 3186.389160
	Iteration 2F: 3 clusters Score -2052904 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2053404.375000 Penalty: 3186.389160
	Iteration 3F: 3 clusters Score -2053404 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2053985.125000 Penalty: 3186.389160
	Iteration 4F: 3 clusters Score -2053985 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2054604.875000 Penalty: 3186.389160
	Iteration 5F: 3 clusters Score -2054605 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2055289.250000 Penalty: 3186.389160
	Iteration 6F: 3 clusters Score -2055289 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -2055965.250000 Penalty: 3186.389160
	Iteration 7F: 3 clusters Score -2055965 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2056614.000000 Penalty: 3186.389160
	Iteration 8Q: 3 clusters Score -2056614 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2057179.750000 Penalty: 3186.389160
	Iteration 9Q: 3 clusters Score -2057180 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2057603.000000 Penalty: 3186.389160
	Iteration 10Q: 3 clusters Score -2057603 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -2057933.500000 Penalty: 3186.389160
	Iteration 11Q: 3 clusters Score -2057934 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2058191.625000 Penalty: 3186.389160
	Iteration 12Q: 3 clusters Score -2058192 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2058402.500000 Penalty: 3186.389160
	Iteration 13Q: 3 clusters Score -2058402 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -2058539.500000 Penalty: 3186.389160
	Iteration 14Q: 3 clusters Score -2058540 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2058635.375000 Penalty: 3186.389160
	Iteration 15Q: 3 clusters Score -2058635 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2058701.000000 Penalty: 3186.389160
	Iteration 16Q: 3 clusters Score -2058701 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2058764.125000 Penalty: 3186.389160
	Iteration 17Q: 3 clusters Score -2058764 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2058802.375000 Penalty: 3186.389160
	Iteration 18Q: 3 clusters Score -2058802 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2058828.000000 Penalty: 3186.389160
	Iteration 19Q: 3 clusters Score -2058828 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2058863.000000 Penalty: 3186.389160
	Iteration 20F: 3 clusters Score -2058863 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2058884.250000 Penalty: 3186.389160
	Iteration 21Q: 3 clusters Score -2058884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -2058907.000000 Penalty: 3186.389160
	Iteration 22Q: 3 clusters Score -2058907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2058922.625000 Penalty: 3186.389160
	Iteration 23Q: 3 clusters Score -2058923 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2058934.125000 Penalty: 3186.389160
	Iteration 24Q: 3 clusters Score -2058934 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2058948.000000 Penalty: 3186.389160
	Iteration 25Q: 3 clusters Score -2058948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2058963.000000 Penalty: 3186.389160
	Iteration 26Q: 3 clusters Score -2058963 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2058981.875000 Penalty: 3186.389160
	Iteration 27Q: 3 clusters Score -2058982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2058993.125000 Penalty: 3186.389160
	Iteration 28Q: 3 clusters Score -2058993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2059002.875000 Penalty: 3186.389160
	Iteration 29Q: 3 clusters Score -2059003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2059016.875000 Penalty: 3186.389160
	Iteration 30Q: 3 clusters Score -2059017 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2059025.625000 Penalty: 3186.389160
	Iteration 31Q: 3 clusters Score -2059026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2059029.750000 Penalty: 3186.389160
	Iteration 32Q: 3 clusters Score -2059030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2059033.625000 Penalty: 3186.389160
	Iteration 33Q: 3 clusters Score -2059034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2059038.000000 Penalty: 3186.389160
	Iteration 34Q: 3 clusters Score -2059038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2059043.875000 Penalty: 3186.389160
	Iteration 35Q: 3 clusters Score -2059044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16263 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2059053.750000 Penalty: 3186.389160
	Iteration 36Q: 3 clusters Score -2059054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2059070.375000 Penalty: 3186.389160
	Iteration 37Q: 3 clusters Score -2059070 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2059073.750000 Penalty: 3186.389160
	Iteration 38Q: 3 clusters Score -2059074 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2059081.000000 Penalty: 3186.389160
	Iteration 39Q: 3 clusters Score -2059081 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2059087.750000 Penalty: 3186.389160
	Iteration 40F: 3 clusters Score -2059088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2059093.500000 Penalty: 3186.389160
	Iteration 41Q: 3 clusters Score -2059094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2059099.500000 Penalty: 3186.389160
	Iteration 42Q: 3 clusters Score -2059100 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2059100.000000 Penalty: 3186.389160
	Iteration 43Q: 3 clusters Score -2059100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2059107.875000 Penalty: 3186.389160
	Iteration 44Q: 3 clusters Score -2059108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2059111.250000 Penalty: 3186.389160
	Iteration 45Q: 3 clusters Score -2059111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2059117.500000 Penalty: 3186.389160
	Iteration 46Q: 3 clusters Score -2059118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2059125.375000 Penalty: 3186.389160
	Iteration 47Q: 3 clusters Score -2059125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2059137.500000 Penalty: 3186.389160
	Iteration 48Q: 3 clusters Score -2059138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -2059147.500000 Penalty: 3186.389160
	Iteration 49Q: 3 clusters Score -2059148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2059151.000000 Penalty: 3186.389160
	Iteration 50Q: 3 clusters Score -2059151 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2059158.875000 Penalty: 3186.389160
	Iteration 51Q: 3 clusters Score -2059159 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2059159.250000 Penalty: 3186.389160
	Iteration 52Q: 3 clusters Score -2059159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2059162.500000 Penalty: 3186.389160
	Iteration 53Q: 3 clusters Score -2059162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2059170.250000 Penalty: 3186.389160
	Iteration 54Q: 3 clusters Score -2059170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2059175.375000 Penalty: 3186.389160
	Iteration 55Q: 3 clusters Score -2059175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2059179.500000 Penalty: 3186.389160
	Iteration 56Q: 3 clusters Score -2059180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2059182.250000 Penalty: 3186.389160
	Iteration 57Q: 3 clusters Score -2059182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2059186.875000 Penalty: 3186.389160
	Iteration 58Q: 3 clusters Score -2059187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2059192.250000 Penalty: 3186.389160
	Iteration 59Q: 3 clusters Score -2059192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2059192.500000 Penalty: 3186.389160
	Iteration 60F: 3 clusters Score -2059192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2059200.375000 Penalty: 3186.389160
	Iteration 61Q: 3 clusters Score -2059200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -2059202.625000 Penalty: 3186.389160
	Iteration 62Q: 3 clusters Score -2059203 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2059203.625000 Penalty: 3186.389160
	Iteration 63Q: 3 clusters Score -2059204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2059207.750000 Penalty: 3186.389160
	Iteration 64Q: 3 clusters Score -2059208 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2059213.500000 Penalty: 3186.389160
	Iteration 65Q: 3 clusters Score -2059214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2059219.375000 Penalty: 3186.389160
	Iteration 66Q: 3 clusters Score -2059219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2059223.375000 Penalty: 3186.389160
	Iteration 67Q: 3 clusters Score -2059223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -2059222.750000 Penalty: 3186.389160
	Iteration 68Q: 3 clusters Score -2059223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2059223.625000 Penalty: 3186.389160
	Iteration 69Q: 3 clusters Score -2059224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2059223.125000 Penalty: 3186.389160
	Iteration 70Q: 3 clusters Score -2059223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -2059225.250000 Penalty: 3186.389160
	Iteration 71Q: 3 clusters Score -2059225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2059225.250000 Penalty: 3186.389160
	Iteration 72Q: 3 clusters Score -2059225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2059229.250000 Penalty: 3186.389160
	Iteration 73Q: 3 clusters Score -2059229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2059227.750000 Penalty: 3186.389160
	Iteration 74Q: 3 clusters Score -2059228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2059228.125000 Penalty: 3186.389160
	Iteration 75Q: 3 clusters Score -2059228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2059228.875000 Penalty: 3186.389160
	Iteration 76Q: 3 clusters Score -2059229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2059228.875000 Penalty: 3186.389160
	Iteration 77F: 3 clusters Score -2059229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Entering Unmasked Estep 
Score: -730819.750000 Penalty: 1426.528076
	Iteration 0F: 2 clusters Score -730819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -725926.375000 Penalty: 2853.056152
	Iteration 0F: 3 clusters Score -725926.4 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -727345.437500 Penalty: 2853.056152
	Iteration 1F: 3 clusters Score -727345.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -727547.250000 Penalty: 2853.056152
	Iteration 2F: 3 clusters Score -727547.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -727747.812500 Penalty: 2853.056152
	Iteration 3F: 3 clusters Score -727747.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -727971.375000 Penalty: 2853.056152
	Iteration 4Q: 3 clusters Score -727971.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -728186.375000 Penalty: 2853.056152
	Iteration 5Q: 3 clusters Score -728186.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -728393.875000 Penalty: 2853.056152
	Iteration 6F: 3 clusters Score -728393.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -728584.312500 Penalty: 2853.056152
	Iteration 7F: 3 clusters Score -728584.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -728764.375000 Penalty: 2853.056152
	Iteration 8Q: 3 clusters Score -728764.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -728939.375000 Penalty: 2853.056152
	Iteration 9Q: 3 clusters Score -728939.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -729084.812500 Penalty: 2853.056152
	Iteration 10Q: 3 clusters Score -729084.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -729190.000000 Penalty: 2853.056152
	Iteration 11Q: 3 clusters Score -729190 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -729278.812500 Penalty: 2853.056152
	Iteration 12Q: 3 clusters Score -729278.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -729345.125000 Penalty: 2853.056152
	Iteration 13Q: 3 clusters Score -729345.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -729391.875000 Penalty: 2853.056152
	Iteration 14Q: 3 clusters Score -729391.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -729428.000000 Penalty: 2853.056152
	Iteration 15Q: 3 clusters Score -729428 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -729460.937500 Penalty: 2853.056152
	Iteration 16Q: 3 clusters Score -729460.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -729495.000000 Penalty: 2853.056152
	Iteration 17Q: 3 clusters Score -729495 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -729519.562500 Penalty: 2853.056152
	Iteration 18Q: 3 clusters Score -729519.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -729538.562500 Penalty: 2853.056152
	Iteration 19Q: 3 clusters Score -729538.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -729557.750000 Penalty: 2853.056152
	Iteration 20F: 3 clusters Score -729557.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -729579.687500 Penalty: 2853.056152
	Iteration 21Q: 3 clusters Score -729579.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -729594.750000 Penalty: 2853.056152
	Iteration 22Q: 3 clusters Score -729594.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -729605.437500 Penalty: 2853.056152
	Iteration 23Q: 3 clusters Score -729605.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -729613.812500 Penalty: 2853.056152
	Iteration 24Q: 3 clusters Score -729613.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -729621.812500 Penalty: 2853.056152
	Iteration 25Q: 3 clusters Score -729621.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -729624.687500 Penalty: 2853.056152
	Iteration 26Q: 3 clusters Score -729624.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -729629.562500 Penalty: 2853.056152
	Iteration 27Q: 3 clusters Score -729629.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -729635.125000 Penalty: 2853.056152
	Iteration 28Q: 3 clusters Score -729635.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -729638.500000 Penalty: 2853.056152
	Iteration 29Q: 3 clusters Score -729638.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -729640.875000 Penalty: 2853.056152
	Iteration 30Q: 3 clusters Score -729640.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -729645.312500 Penalty: 2853.056152
	Iteration 31Q: 3 clusters Score -729645.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -729649.312500 Penalty: 2853.056152
	Iteration 32Q: 3 clusters Score -729649.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -729654.500000 Penalty: 2853.056152
	Iteration 33Q: 3 clusters Score -729654.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -729655.875000 Penalty: 2853.056152
	Iteration 34Q: 3 clusters Score -729655.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -729656.250000 Penalty: 2853.056152
	Iteration 35Q: 3 clusters Score -729656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -729658.937500 Penalty: 2853.056152
	Iteration 36Q: 3 clusters Score -729658.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -729659.937500 Penalty: 2853.056152
	Iteration 37Q: 3 clusters Score -729659.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -729665.125000 Penalty: 2853.056152
	Iteration 38Q: 3 clusters Score -729665.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -729669.062500 Penalty: 2853.056152
	Iteration 39Q: 3 clusters Score -729669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -729671.625000 Penalty: 2853.056152
	Iteration 40F: 3 clusters Score -729671.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -729675.562500 Penalty: 2853.056152
	Iteration 41Q: 3 clusters Score -729675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -729679.250000 Penalty: 2853.056152
	Iteration 42Q: 3 clusters Score -729679.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -729679.750000 Penalty: 2853.056152
	Iteration 43Q: 3 clusters Score -729679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -729681.500000 Penalty: 2853.056152
	Iteration 44Q: 3 clusters Score -729681.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -729681.750000 Penalty: 2853.056152
	Iteration 45Q: 3 clusters Score -729681.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -729682.250000 Penalty: 2853.056152
	Iteration 46Q: 3 clusters Score -729682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -729683.250000 Penalty: 2853.056152
	Iteration 47Q: 3 clusters Score -729683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -729683.187500 Penalty: 2853.056152
	Iteration 48Q: 3 clusters Score -729683.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -729685.000000 Penalty: 2853.056152
	Iteration 49Q: 3 clusters Score -729685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -729685.562500 Penalty: 2853.056152
	Iteration 50Q: 3 clusters Score -729685.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -729688.875000 Penalty: 2853.056152
	Iteration 51Q: 3 clusters Score -729688.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -729689.625000 Penalty: 2853.056152
	Iteration 52Q: 3 clusters Score -729689.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -729690.937500 Penalty: 2853.056152
	Iteration 53Q: 3 clusters Score -729690.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -729693.562500 Penalty: 2853.056152
	Iteration 54Q: 3 clusters Score -729693.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -729692.625000 Penalty: 2853.056152
	Iteration 55Q: 3 clusters Score -729692.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -729696.125000 Penalty: 2853.056152
	Iteration 56Q: 3 clusters Score -729696.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -729696.500000 Penalty: 2853.056152
	Iteration 57Q: 3 clusters Score -729696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -729696.937500 Penalty: 2853.056152
	Iteration 58Q: 3 clusters Score -729696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -729696.687500 Penalty: 2853.056152
	Iteration 59Q: 3 clusters Score -729696.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -729696.437500 Penalty: 2853.056152
	Iteration 60F: 3 clusters Score -729696.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -729698.125000 Penalty: 2853.056152
	Iteration 61Q: 3 clusters Score -729698.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -729697.687500 Penalty: 2853.056152
	Iteration 62Q: 3 clusters Score -729697.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -729698.250000 Penalty: 2853.056152
	Iteration 63Q: 3 clusters Score -729698.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -729698.125000 Penalty: 2853.056152
	Iteration 64Q: 3 clusters Score -729698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -729698.625000 Penalty: 2853.056152
	Iteration 65Q: 3 clusters Score -729698.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -729699.312500 Penalty: 2853.056152
	Iteration 66Q: 3 clusters Score -729699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -729699.312500 Penalty: 2853.056152
	Iteration 67F: 3 clusters Score -729699.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 8258 members 
Mstep: Class 3 contains 5142 members 
Mstep: Class 4 contains 1838 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6389 members 
Mstep: Class 7 contains 14201 members 
Mstep: Class 8 contains 1496 members 
Mstep: Class 9 contains 5528 members 
Mstep: Class 10 contains 4441 members 
Mstep: Class 11 contains 1918 members 
Mstep: Class 12 contains 5805 members 
Mstep: Class 13 contains 10541 members 
Mstep: Class 14 contains 5369 members 
Mstep: Class 15 contains 24141 members 
Mstep: Class 16 contains 3392 members 
Mstep: Class 17 contains 2078 members 
Mstep: Class 18 contains 95147 members 
Mstep: Class 19 contains 14668 members 
Mstep: Class 20 contains 18111 members 
Mstep: Class 22 contains 6494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40101216.000000 Penalty: 74870.703125
Iteration 39Q: 37 clusters Score -4.010122e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 8375 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 6714 members 
Mstep: Class 7 contains 14736 members 
Mstep: Class 8 contains 1508 members 
Mstep: Class 9 contains 5741 members 
Mstep: Class 10 contains 4749 members 
Mstep: Class 11 contains 1967 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 10659 members 
Mstep: Class 14 contains 5437 members 
Mstep: Class 15 contains 25240 members 
Mstep: Class 16 contains 3494 members 
Mstep: Class 17 contains 2027 members 
Mstep: Class 18 contains 93745 members 
Mstep: Class 19 contains 14814 members 
Mstep: Class 20 contains 18434 members 
Mstep: Class 21 contains 416 members 
Mstep: Class 22 contains 6418 members 
Mstep: Class 23 contains 3578 members 
Mstep: Class 24 contains 44548 members 
Mstep: Class 25 contains 6137 members 
Mstep: Class 26 contains 2699 members 
Mstep: Class 27 contains 20814 members 
Mstep: Class 28 contains 887 members 
Mstep: Class 29 contains 3777 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 4313 members 
Mstep: Class 32 contains 1258 members 
Mstep: Class 33 contains 9554 members 
Mstep: Class 34 contains 3558 members 
Mstep: Class 35 contains 6502 members 
Mstep: Class 36 contains 11566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40108192.000000 Penalty: 74870.703125
Iteration 40F: 37 clusters Score -4.010819e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8268 members 
Mstep: Class 3 contains 5610 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 2214 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 14938 members 
Mstep: Class 8 contains 1513 members 
Mstep: Class 9 contains 5671 members 
Mstep: Class 10 contains 4848 members 
Mstep: Class 11 contains 2008 members 
Mstep: Class 12 contains 5752 members 
Mstep: Class 13 contains 10687 members 
Mstep: Class 14 contains 5343 members 
Mstep: Class 15 contains 25819 members 
Mstep: Class 16 contains 3530 members 
Mstep: Class 17 contains 1987 members 
Mstep: Class 18 contains 92536 members 
Mstep: Class 19 contains 13705 members 
Mstep: Class 20 contains 18425 members 
Mstep: Class 21 contains 440 members 
Mstep: Class 22 contains 6250 members 
Mstep: Class 23 contains 3553 members 
Mstep: Class 24 contains 44605 members 
Mstep: Class 25 contains 6435 members 
Mstep: Class 26 contains 2793 members 
Mstep: Class 27 contains 20896 members 
Mstep: Class 28 contains 894 members 
Mstep: Class 29 contains 3793 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 4306 members 
Mstep: Class 32 contains 1275 members 
Mstep: Class 33 contains 9797 members 
Mstep: Class 34 contains 3874 members 
Mstep: Class 35 contains 7164 members 
Mstep: Class 36 contains 11502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111448.000000 Penalty: 74870.703125
Iteration 41Q: 37 clusters Score -4.011145e+07 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 8193 members 
Mstep: Class 3 contains 5735 members 
Mstep: Class 4 contains 2319 members 
Mstep: Class 5 contains 2212 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 15105 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5632 members 
Mstep: Class 10 contains 4899 members 
Mstep: Class 11 contains 2042 members 
Mstep: Class 12 contains 5702 members 
Mstep: Class 13 contains 10660 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 15 contains 26293 members 
Mstep: Class 16 contains 3547 members 
Mstep: Class 17 contains 1962 members 
Mstep: Class 18 contains 91830 members 
Mstep: Class 19 contains 12851 members 
Mstep: Class 20 contains 18491 members 
Mstep: Class 21 contains 449 members 
Mstep: Class 22 contains 6147 members 
Mstep: Class 23 contains 3569 members 
Mstep: Class 24 contains 44586 members 
Mstep: Class 25 contains 6607 members 
Mstep: Class 26 contains 2850 members 
Mstep: Class 27 contains 20957 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 3780 members 
Mstep: Class 30 contains 1657 members 
Mstep: Class 31 contains 4283 members 
Mstep: Class 32 contains 1282 members 
Mstep: Class 33 contains 9917 members 
Mstep: Class 34 contains 4046 members 
Mstep: Class 35 contains 7539 members 
Mstep: Class 36 contains 11469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113012.000000 Penalty: 74870.703125
Iteration 42Q: 37 clusters Score -4.011301e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 8123 members 
Mstep: Class 3 contains 5827 members 
Mstep: Class 4 contains 2513 members 
Mstep: Class 5 contains 2209 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 15249 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5605 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 2070 members 
Mstep: Class 12 contains 5674 members 
Mstep: Class 13 contains 10619 members 
Mstep: Class 14 contains 5237 members 
Mstep: Class 15 contains 26654 members 
Mstep: Class 16 contains 3557 members 
Mstep: Class 17 contains 1935 members 
Mstep: Class 18 contains 91260 members 
Mstep: Class 19 contains 12147 members 
Mstep: Class 20 contains 18549 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 6076 members 
Mstep: Class 23 contains 3576 members 
Mstep: Class 24 contains 44594 members 
Mstep: Class 25 contains 6758 members 
Mstep: Class 26 contains 2911 members 
Mstep: Class 27 contains 20987 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 3767 members 
Mstep: Class 30 contains 1662 members 
Mstep: Class 31 contains 4271 members 
Mstep: Class 32 contains 1292 members 
Mstep: Class 33 contains 10008 members 
Mstep: Class 34 contains 4137 members 
Mstep: Class 35 contains 7856 members 
Mstep: Class 36 contains 11447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114124.000000 Penalty: 74870.703125
Iteration 43Q: 37 clusters Score -4.011412e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 8056 members 
Mstep: Class 3 contains 5897 members 
Mstep: Class 4 contains 2705 members 
Mstep: Class 5 contains 2213 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 15362 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5568 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 2089 members 
Mstep: Class 12 contains 5642 members 
Mstep: Class 13 contains 10586 members 
Mstep: Class 14 contains 5193 members 
Mstep: Class 15 contains 26919 members 
Mstep: Class 16 contains 3570 members 
Mstep: Class 17 contains 1922 members 
Mstep: Class 18 contains 90801 members 
Mstep: Class 19 contains 11599 members 
Mstep: Class 20 contains 18585 members 
Mstep: Class 21 contains 488 members 
Mstep: Class 22 contains 6030 members 
Mstep: Class 23 contains 3589 members 
Mstep: Class 24 contains 44599 members 
Mstep: Class 25 contains 6904 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 21010 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 3751 members 
Mstep: Class 30 contains 1665 members 
Mstep: Class 31 contains 4266 members 
Mstep: Class 32 contains 1296 members 
Mstep: Class 33 contains 10079 members 
Mstep: Class 34 contains 4190 members 
Mstep: Class 35 contains 8105 members 
Mstep: Class 36 contains 11432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40115064.000000 Penalty: 74870.703125
Iteration 44Q: 37 clusters Score -4.011506e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8032 members 
Mstep: Class 3 contains 5948 members 
Mstep: Class 4 contains 2878 members 
Mstep: Class 5 contains 2216 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 15434 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5539 members 
Mstep: Class 10 contains 5003 members 
Mstep: Class 11 contains 2114 members 
Mstep: Class 12 contains 5623 members 
Mstep: Class 13 contains 10553 members 
Mstep: Class 14 contains 5151 members 
Mstep: Class 15 contains 27133 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 90421 members 
Mstep: Class 19 contains 11162 members 
Mstep: Class 20 contains 18594 members 
Mstep: Class 21 contains 511 members 
Mstep: Class 22 contains 6001 members 
Mstep: Class 23 contains 3605 members 
Mstep: Class 24 contains 44585 members 
Mstep: Class 25 contains 7008 members 
Mstep: Class 26 contains 2991 members 
Mstep: Class 27 contains 21028 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 3737 members 
Mstep: Class 30 contains 1670 members 
Mstep: Class 31 contains 4261 members 
Mstep: Class 32 contains 1299 members 
Mstep: Class 33 contains 10130 members 
Mstep: Class 34 contains 4242 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 11407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40115976.000000 Penalty: 74870.703125
Iteration 45Q: 37 clusters Score -4.011598e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8003 members 
Mstep: Class 3 contains 5981 members 
Mstep: Class 4 contains 2976 members 
Mstep: Class 5 contains 2221 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 15471 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5516 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 2134 members 
Mstep: Class 12 contains 5610 members 
Mstep: Class 13 contains 10524 members 
Mstep: Class 14 contains 5110 members 
Mstep: Class 15 contains 27340 members 
Mstep: Class 16 contains 3567 members 
Mstep: Class 17 contains 1890 members 
Mstep: Class 18 contains 90088 members 
Mstep: Class 19 contains 10879 members 
Mstep: Class 20 contains 18607 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 5982 members 
Mstep: Class 23 contains 3635 members 
Mstep: Class 24 contains 44587 members 
Mstep: Class 25 contains 7099 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 21045 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3729 members 
Mstep: Class 30 contains 1671 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 1301 members 
Mstep: Class 33 contains 10155 members 
Mstep: Class 34 contains 4276 members 
Mstep: Class 35 contains 8494 members 
Mstep: Class 36 contains 11371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116552.000000 Penalty: 74870.703125
Iteration 46Q: 37 clusters Score -4.011655e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 8000 members 
Mstep: Class 3 contains 6004 members 
Mstep: Class 4 contains 3024 members 
Mstep: Class 5 contains 2223 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 15510 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5493 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2153 members 
Mstep: Class 12 contains 5606 members 
Mstep: Class 13 contains 10495 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 27503 members 
Mstep: Class 16 contains 3565 members 
Mstep: Class 17 contains 1883 members 
Mstep: Class 18 contains 89819 members 
Mstep: Class 19 contains 10626 members 
Mstep: Class 20 contains 18617 members 
Mstep: Class 21 contains 545 members 
Mstep: Class 22 contains 5965 members 
Mstep: Class 23 contains 3653 members 
Mstep: Class 24 contains 44590 members 
Mstep: Class 25 contains 7171 members 
Mstep: Class 26 contains 3071 members 
Mstep: Class 27 contains 21059 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3729 members 
Mstep: Class 30 contains 1673 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1302 members 
Mstep: Class 33 contains 10186 members 
Mstep: Class 34 contains 4308 members 
Mstep: Class 35 contains 8643 members 
Mstep: Class 36 contains 11355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116884.000000 Penalty: 74870.703125
Iteration 47Q: 37 clusters Score -4.011688e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7983 members 
Mstep: Class 3 contains 6030 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5464 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 2167 members 
Mstep: Class 12 contains 5601 members 
Mstep: Class 13 contains 10465 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 27633 members 
Mstep: Class 16 contains 3567 members 
Mstep: Class 17 contains 1880 members 
Mstep: Class 18 contains 89583 members 
Mstep: Class 19 contains 10429 members 
Mstep: Class 20 contains 18621 members 
Mstep: Class 21 contains 559 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 3672 members 
Mstep: Class 24 contains 44592 members 
Mstep: Class 25 contains 7272 members 
Mstep: Class 26 contains 3097 members 
Mstep: Class 27 contains 21070 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3726 members 
Mstep: Class 30 contains 1674 members 
Mstep: Class 31 contains 4254 members 
Mstep: Class 32 contains 1304 members 
Mstep: Class 33 contains 10211 members 
Mstep: Class 34 contains 4327 members 
Mstep: Class 35 contains 8786 members 
Mstep: Class 36 contains 11335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117220.000000 Penalty: 74870.703125
Iteration 48Q: 37 clusters Score -4.011722e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 6048 members 
Mstep: Class 4 contains 3060 members 
Mstep: Class 5 contains 2223 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 15580 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5439 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 2174 members 
Mstep: Class 12 contains 5589 members 
Mstep: Class 13 contains 10446 members 
Mstep: Class 14 contains 5019 members 
Mstep: Class 15 contains 27744 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 89358 members 
Mstep: Class 19 contains 10231 members 
Mstep: Class 20 contains 18644 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 5946 members 
Mstep: Class 23 contains 3683 members 
Mstep: Class 24 contains 44593 members 
Mstep: Class 25 contains 7328 members 
Mstep: Class 26 contains 3127 members 
Mstep: Class 27 contains 21077 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3726 members 
Mstep: Class 30 contains 1675 members 
Mstep: Class 31 contains 4253 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 10240 members 
Mstep: Class 34 contains 4341 members 
Mstep: Class 35 contains 8926 members 
Mstep: Class 36 contains 11331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117400.000000 Penalty: 74870.703125
Iteration 49Q: 37 clusters Score -4.01174e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 8005 members 
Mstep: Class 3 contains 6062 members 
Mstep: Class 4 contains 3054 members 
Mstep: Class 5 contains 2222 members 
Mstep: Class 6 contains 6345 members 
Mstep: Class 7 contains 15624 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5427 members 
Mstep: Class 10 contains 5072 members 
Mstep: Class 11 contains 2181 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 10431 members 
Mstep: Class 14 contains 4992 members 
Mstep: Class 15 contains 27819 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 89201 members 
Mstep: Class 19 contains 10094 members 
Mstep: Class 20 contains 18660 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 5941 members 
Mstep: Class 23 contains 3710 members 
Mstep: Class 24 contains 44587 members 
Mstep: Class 25 contains 7350 members 
Mstep: Class 26 contains 3148 members 
Mstep: Class 27 contains 21085 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3719 members 
Mstep: Class 30 contains 1676 members 
Mstep: Class 31 contains 4254 members 
Mstep: Class 32 contains 1306 members 
Mstep: Class 33 contains 10260 members 
Mstep: Class 34 contains 4361 members 
Mstep: Class 35 contains 9029 members 
Mstep: Class 36 contains 11316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117600.000000 Penalty: 74870.703125
Iteration 50Q: 37 clusters Score -4.01176e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8015 members 
Mstep: Class 3 contains 6073 members 
Mstep: Class 4 contains 3050 members 
Mstep: Class 5 contains 2225 members 
Mstep: Class 6 contains 6356 members 
Mstep: Class 7 contains 15675 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5416 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 2186 members 
Mstep: Class 12 contains 5565 members 
Mstep: Class 13 contains 10416 members 
Mstep: Class 14 contains 4969 members 
Mstep: Class 15 contains 27882 members 
Mstep: Class 16 contains 3583 members 
Mstep: Class 17 contains 1875 members 
Mstep: Class 18 contains 89094 members 
Mstep: Class 19 contains 9929 members 
Mstep: Class 20 contains 18669 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 5939 members 
Mstep: Class 23 contains 3731 members 
Mstep: Class 24 contains 44583 members 
Mstep: Class 25 contains 7365 members 
Mstep: Class 26 contains 3166 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 1678 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1307 members 
Mstep: Class 33 contains 10277 members 
Mstep: Class 34 contains 4387 members 
Mstep: Class 35 contains 9120 members 
Mstep: Class 36 contains 11300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117832.000000 Penalty: 74870.703125
Iteration 51Q: 37 clusters Score -4.011783e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 8023 members 
Mstep: Class 3 contains 6076 members 
Mstep: Class 4 contains 3034 members 
Mstep: Class 5 contains 2226 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 15718 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5400 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 2188 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 10405 members 
Mstep: Class 14 contains 4942 members 
Mstep: Class 15 contains 27923 members 
Mstep: Class 16 contains 3587 members 
Mstep: Class 17 contains 1868 members 
Mstep: Class 18 contains 88979 members 
Mstep: Class 19 contains 9791 members 
Mstep: Class 20 contains 18695 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 5935 members 
Mstep: Class 23 contains 3749 members 
Mstep: Class 24 contains 44581 members 
Mstep: Class 25 contains 7403 members 
Mstep: Class 26 contains 3190 members 
Mstep: Class 27 contains 21094 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3718 members 
Mstep: Class 30 contains 1682 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1309 members 
Mstep: Class 33 contains 10293 members 
Mstep: Class 34 contains 4407 members 
Mstep: Class 35 contains 9219 members 
Mstep: Class 36 contains 11287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117840.000000 Penalty: 74870.703125
Iteration 52Q: 37 clusters Score -4.011784e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 8030 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 3019 members 
Mstep: Class 5 contains 2229 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 15753 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5390 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 2189 members 
Mstep: Class 12 contains 5543 members 
Mstep: Class 13 contains 10387 members 
Mstep: Class 14 contains 4918 members 
Mstep: Class 15 contains 27949 members 
Mstep: Class 16 contains 3586 members 
Mstep: Class 17 contains 1869 members 
Mstep: Class 18 contains 88900 members 
Mstep: Class 19 contains 9676 members 
Mstep: Class 20 contains 18715 members 
Mstep: Class 21 contains 595 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 3762 members 
Mstep: Class 24 contains 44578 members 
Mstep: Class 25 contains 7434 members 
Mstep: Class 26 contains 3208 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3717 members 
Mstep: Class 30 contains 1685 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 1310 members 
Mstep: Class 33 contains 10309 members 
Mstep: Class 34 contains 4418 members 
Mstep: Class 35 contains 9301 members 
Mstep: Class 36 contains 11279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118056.000000 Penalty: 74870.703125
Iteration 53Q: 37 clusters Score -4.011806e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8042 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 3003 members 
Mstep: Class 5 contains 2230 members 
Mstep: Class 6 contains 6382 members 
Mstep: Class 7 contains 15792 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 5535 members 
Mstep: Class 13 contains 10370 members 
Mstep: Class 14 contains 4898 members 
Mstep: Class 15 contains 27987 members 
Mstep: Class 16 contains 3586 members 
Mstep: Class 17 contains 1862 members 
Mstep: Class 18 contains 88815 members 
Mstep: Class 19 contains 9567 members 
Mstep: Class 20 contains 18732 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 3778 members 
Mstep: Class 24 contains 44571 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 3228 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3715 members 
Mstep: Class 30 contains 1687 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1310 members 
Mstep: Class 33 contains 10311 members 
Mstep: Class 34 contains 4427 members 
Mstep: Class 35 contains 9377 members 
Mstep: Class 36 contains 11275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118136.000000 Penalty: 74870.703125
Iteration 54Q: 37 clusters Score -4.011814e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 2982 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 15823 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 5527 members 
Mstep: Class 13 contains 10357 members 
Mstep: Class 14 contains 4870 members 
Mstep: Class 15 contains 28026 members 
Mstep: Class 16 contains 3589 members 
Mstep: Class 17 contains 1861 members 
Mstep: Class 18 contains 88734 members 
Mstep: Class 19 contains 9474 members 
Mstep: Class 20 contains 18739 members 
Mstep: Class 21 contains 604 members 
Mstep: Class 22 contains 5930 members 
Mstep: Class 23 contains 3788 members 
Mstep: Class 24 contains 44567 members 
Mstep: Class 25 contains 7503 members 
Mstep: Class 26 contains 3247 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 1687 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 1310 members 
Mstep: Class 33 contains 10317 members 
Mstep: Class 34 contains 4443 members 
Mstep: Class 35 contains 9444 members 
Mstep: Class 36 contains 11253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118368.000000 Penalty: 74870.703125
Iteration 55Q: 37 clusters Score -4.011837e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8089 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 2960 members 
Mstep: Class 5 contains 2232 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 15841 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 5525 members 
Mstep: Class 13 contains 10341 members 
Mstep: Class 14 contains 4846 members 
Mstep: Class 15 contains 28057 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 1857 members 
Mstep: Class 18 contains 88669 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 18749 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 3792 members 
Mstep: Class 24 contains 44566 members 
Mstep: Class 25 contains 7544 members 
Mstep: Class 26 contains 3269 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3715 members 
Mstep: Class 30 contains 1688 members 
Mstep: Class 31 contains 4260 members 
Mstep: Class 32 contains 1311 members 
Mstep: Class 33 contains 10322 members 
Mstep: Class 34 contains 4448 members 
Mstep: Class 35 contains 9507 members 
Mstep: Class 36 contains 11229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118496.000000 Penalty: 74870.703125
Iteration 56Q: 37 clusters Score -4.01185e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 8107 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 2233 members 
Mstep: Class 6 contains 6407 members 
Mstep: Class 7 contains 15862 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 2195 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 10328 members 
Mstep: Class 14 contains 4830 members 
Mstep: Class 15 contains 28098 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 1852 members 
Mstep: Class 18 contains 88620 members 
Mstep: Class 19 contains 9320 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 3796 members 
Mstep: Class 24 contains 44559 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 3288 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3716 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4259 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 10328 members 
Mstep: Class 34 contains 4459 members 
Mstep: Class 35 contains 9559 members 
Mstep: Class 36 contains 11209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118508.000000 Penalty: 74870.703125
Iteration 57Q: 37 clusters Score -4.011851e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 2911 members 
Mstep: Class 5 contains 2236 members 
Mstep: Class 6 contains 6410 members 
Mstep: Class 7 contains 15886 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 5092 members 
Mstep: Class 11 contains 2193 members 
Mstep: Class 12 contains 5522 members 
Mstep: Class 13 contains 10322 members 
Mstep: Class 14 contains 4811 members 
Mstep: Class 15 contains 28117 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 1849 members 
Mstep: Class 18 contains 88579 members 
Mstep: Class 19 contains 9249 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 44559 members 
Mstep: Class 25 contains 7597 members 
Mstep: Class 26 contains 3308 members 
Mstep: Class 27 contains 21094 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3714 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10337 members 
Mstep: Class 34 contains 4466 members 
Mstep: Class 35 contains 9614 members 
Mstep: Class 36 contains 11191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118524.000000 Penalty: 74870.703125
Iteration 58Q: 37 clusters Score -4.011852e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8132 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 2899 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 15897 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 5091 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 5521 members 
Mstep: Class 13 contains 10309 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 28137 members 
Mstep: Class 16 contains 3592 members 
Mstep: Class 17 contains 1846 members 
Mstep: Class 18 contains 88536 members 
Mstep: Class 19 contains 9204 members 
Mstep: Class 20 contains 18764 members 
Mstep: Class 21 contains 607 members 
Mstep: Class 22 contains 5931 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 44557 members 
Mstep: Class 25 contains 7613 members 
Mstep: Class 26 contains 3331 members 
Mstep: Class 27 contains 21094 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3711 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10340 members 
Mstep: Class 34 contains 4465 members 
Mstep: Class 35 contains 9672 members 
Mstep: Class 36 contains 11177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118572.000000 Penalty: 74870.703125
Iteration 59Q: 37 clusters Score -4.011857e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 6078 members 
Mstep: Class 4 contains 2885 members 
Mstep: Class 5 contains 2237 members 
Mstep: Class 6 contains 6433 members 
Mstep: Class 7 contains 15910 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 2192 members 
Mstep: Class 12 contains 5519 members 
Mstep: Class 13 contains 10299 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 28158 members 
Mstep: Class 16 contains 3591 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 88502 members 
Mstep: Class 19 contains 9150 members 
Mstep: Class 20 contains 18762 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 3797 members 
Mstep: Class 24 contains 44556 members 
Mstep: Class 25 contains 7627 members 
Mstep: Class 26 contains 3353 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3710 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10339 members 
Mstep: Class 34 contains 4468 members 
Mstep: Class 35 contains 9721 members 
Mstep: Class 36 contains 11168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118704.000000 Penalty: 74870.703125
Iteration 60F: 37 clusters Score -4.01187e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 2884 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6438 members 
Mstep: Class 7 contains 15927 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 2194 members 
Mstep: Class 12 contains 5517 members 
Mstep: Class 13 contains 10287 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 28192 members 
Mstep: Class 16 contains 3594 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 88481 members 
Mstep: Class 19 contains 9097 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 3799 members 
Mstep: Class 24 contains 44555 members 
Mstep: Class 25 contains 7637 members 
Mstep: Class 26 contains 3378 members 
Mstep: Class 27 contains 21096 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10340 members 
Mstep: Class 34 contains 4464 members 
Mstep: Class 35 contains 9762 members 
Mstep: Class 36 contains 11149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118708.000000 Penalty: 74870.703125
Iteration 61Q: 37 clusters Score -4.011871e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 5094 members 
Mstep: Class 11 contains 2196 members 
Mstep: Class 12 contains 5515 members 
Mstep: Class 13 contains 10275 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 28205 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 88468 members 
Mstep: Class 19 contains 9043 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 606 members 
Mstep: Class 22 contains 5929 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 44555 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 3397 members 
Mstep: Class 27 contains 21096 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 10345 members 
Mstep: Class 34 contains 4468 members 
Mstep: Class 35 contains 9802 members 
Mstep: Class 36 contains 11135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118848.000000 Penalty: 74870.703125
Iteration 62Q: 37 clusters Score -4.011885e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 8142 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 6441 members 
Mstep: Class 7 contains 15960 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 2201 members 
Mstep: Class 12 contains 5510 members 
Mstep: Class 13 contains 10270 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 28227 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 88444 members 
Mstep: Class 19 contains 8989 members 
Mstep: Class 20 contains 18753 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5928 members 
Mstep: Class 23 contains 3810 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 3416 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 10349 members 
Mstep: Class 34 contains 4473 members 
Mstep: Class 35 contains 9848 members 
Mstep: Class 36 contains 11123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118904.000000 Penalty: 74870.703125
Iteration 63Q: 37 clusters Score -4.01189e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 8144 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6443 members 
Mstep: Class 7 contains 15963 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 2203 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 13 contains 10267 members 
Mstep: Class 14 contains 4706 members 
Mstep: Class 15 contains 28251 members 
Mstep: Class 16 contains 3598 members 
Mstep: Class 17 contains 1840 members 
Mstep: Class 18 contains 88426 members 
Mstep: Class 19 contains 8935 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7648 members 
Mstep: Class 26 contains 3434 members 
Mstep: Class 27 contains 21096 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 10350 members 
Mstep: Class 34 contains 4485 members 
Mstep: Class 35 contains 9888 members 
Mstep: Class 36 contains 11117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118904.000000 Penalty: 74870.703125
Iteration 64Q: 37 clusters Score -4.01189e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8143 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6447 members 
Mstep: Class 7 contains 15968 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 5095 members 
Mstep: Class 11 contains 2205 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 10265 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 28275 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 1841 members 
Mstep: Class 18 contains 88414 members 
Mstep: Class 19 contains 8888 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5926 members 
Mstep: Class 23 contains 3813 members 
Mstep: Class 24 contains 44551 members 
Mstep: Class 25 contains 7651 members 
Mstep: Class 26 contains 3451 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3709 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 4490 members 
Mstep: Class 35 contains 9909 members 
Mstep: Class 36 contains 11112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119012.000000 Penalty: 74870.703125
Iteration 65Q: 37 clusters Score -4.011901e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6448 members 
Mstep: Class 7 contains 15971 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 5097 members 
Mstep: Class 11 contains 2208 members 
Mstep: Class 12 contains 5477 members 
Mstep: Class 13 contains 10263 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 28290 members 
Mstep: Class 16 contains 3607 members 
Mstep: Class 17 contains 1838 members 
Mstep: Class 18 contains 88403 members 
Mstep: Class 19 contains 8859 members 
Mstep: Class 20 contains 18761 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 44552 members 
Mstep: Class 25 contains 7647 members 
Mstep: Class 26 contains 3461 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 1312 members 
Mstep: Class 33 contains 10353 members 
Mstep: Class 34 contains 4502 members 
Mstep: Class 35 contains 9931 members 
Mstep: Class 36 contains 11106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119020.000000 Penalty: 74870.703125
Iteration 66Q: 37 clusters Score -4.011902e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 6081 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6454 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5365 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5470 members 
Mstep: Class 13 contains 10263 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 28315 members 
Mstep: Class 16 contains 3609 members 
Mstep: Class 17 contains 1836 members 
Mstep: Class 18 contains 88379 members 
Mstep: Class 19 contains 8818 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5922 members 
Mstep: Class 23 contains 3813 members 
Mstep: Class 24 contains 44551 members 
Mstep: Class 25 contains 7646 members 
Mstep: Class 26 contains 3467 members 
Mstep: Class 27 contains 21096 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1689 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1313 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 4505 members 
Mstep: Class 35 contains 9957 members 
Mstep: Class 36 contains 11099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118988.000000 Penalty: 74870.703125
Iteration 67Q: 37 clusters Score -4.011899e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8140 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6466 members 
Mstep: Class 7 contains 15978 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 10261 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 28330 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 1834 members 
Mstep: Class 18 contains 88361 members 
Mstep: Class 19 contains 8792 members 
Mstep: Class 20 contains 18761 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3812 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7644 members 
Mstep: Class 26 contains 3471 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4256 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 4502 members 
Mstep: Class 35 contains 9984 members 
Mstep: Class 36 contains 11093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118952.000000 Penalty: 74870.703125
Iteration 68Q: 37 clusters Score -4.011895e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8143 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6478 members 
Mstep: Class 7 contains 15980 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5100 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5467 members 
Mstep: Class 13 contains 10256 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 28341 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 1831 members 
Mstep: Class 18 contains 88355 members 
Mstep: Class 19 contains 8768 members 
Mstep: Class 20 contains 18763 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3811 members 
Mstep: Class 24 contains 44548 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 3474 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4253 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 4498 members 
Mstep: Class 35 contains 10000 members 
Mstep: Class 36 contains 11090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118924.000000 Penalty: 74870.703125
Iteration 69Q: 37 clusters Score -4.011892e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8145 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 6485 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5101 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 10250 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 28357 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1830 members 
Mstep: Class 18 contains 88345 members 
Mstep: Class 19 contains 8743 members 
Mstep: Class 20 contains 18766 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3807 members 
Mstep: Class 24 contains 44548 members 
Mstep: Class 25 contains 7643 members 
Mstep: Class 26 contains 3476 members 
Mstep: Class 27 contains 21098 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10355 members 
Mstep: Class 34 contains 4494 members 
Mstep: Class 35 contains 10013 members 
Mstep: Class 36 contains 11084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118888.000000 Penalty: 74870.703125
Iteration 70Q: 37 clusters Score -4.011889e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8146 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 6488 members 
Mstep: Class 7 contains 15997 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5103 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 10251 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 28367 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 88328 members 
Mstep: Class 19 contains 8722 members 
Mstep: Class 20 contains 18767 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7645 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 21099 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 4492 members 
Mstep: Class 35 contains 10032 members 
Mstep: Class 36 contains 11079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118972.000000 Penalty: 74870.703125
Iteration 71Q: 37 clusters Score -4.011897e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8153 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6493 members 
Mstep: Class 7 contains 16001 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5105 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 10246 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 28383 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 88319 members 
Mstep: Class 19 contains 8686 members 
Mstep: Class 20 contains 18768 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3804 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7646 members 
Mstep: Class 26 contains 3480 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3708 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 4489 members 
Mstep: Class 35 contains 10046 members 
Mstep: Class 36 contains 11079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118980.000000 Penalty: 74870.703125
Iteration 72Q: 37 clusters Score -4.011898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8155 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 2247 members 
Mstep: Class 6 contains 6497 members 
Mstep: Class 7 contains 16003 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5466 members 
Mstep: Class 13 contains 10243 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 28392 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1820 members 
Mstep: Class 18 contains 88310 members 
Mstep: Class 19 contains 8658 members 
Mstep: Class 20 contains 18772 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 44553 members 
Mstep: Class 25 contains 7652 members 
Mstep: Class 26 contains 3482 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 4484 members 
Mstep: Class 35 contains 10059 members 
Mstep: Class 36 contains 11079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119052.000000 Penalty: 74870.703125
Iteration 73Q: 37 clusters Score -4.011905e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8158 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2246 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5369 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10242 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 28400 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 88298 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 611 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3801 members 
Mstep: Class 24 contains 44555 members 
Mstep: Class 25 contains 7657 members 
Mstep: Class 26 contains 3485 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10359 members 
Mstep: Class 34 contains 4483 members 
Mstep: Class 35 contains 10068 members 
Mstep: Class 36 contains 11078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119024.000000 Penalty: 74870.703125
Iteration 74Q: 37 clusters Score -4.011902e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8160 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 16018 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5107 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 28409 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1822 members 
Mstep: Class 18 contains 88288 members 
Mstep: Class 19 contains 8598 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3803 members 
Mstep: Class 24 contains 44558 members 
Mstep: Class 25 contains 7663 members 
Mstep: Class 26 contains 3488 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1691 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 4473 members 
Mstep: Class 35 contains 10082 members 
Mstep: Class 36 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118980.000000 Penalty: 74870.703125
Iteration 75Q: 37 clusters Score -4.011898e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8161 members 
Mstep: Class 3 contains 6082 members 
Mstep: Class 4 contains 2877 members 
Mstep: Class 5 contains 2244 members 
Mstep: Class 6 contains 6521 members 
Mstep: Class 7 contains 16026 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5368 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 28418 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1825 members 
Mstep: Class 18 contains 88280 members 
Mstep: Class 19 contains 8568 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3805 members 
Mstep: Class 24 contains 44557 members 
Mstep: Class 25 contains 7665 members 
Mstep: Class 26 contains 3492 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1692 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 10357 members 
Mstep: Class 34 contains 4463 members 
Mstep: Class 35 contains 10097 members 
Mstep: Class 36 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119028.000000 Penalty: 74870.703125
Iteration 76Q: 37 clusters Score -4.011903e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8157 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6525 members 
Mstep: Class 7 contains 16031 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10241 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 28430 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1823 members 
Mstep: Class 18 contains 88272 members 
Mstep: Class 19 contains 8547 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3807 members 
Mstep: Class 24 contains 44553 members 
Mstep: Class 25 contains 7669 members 
Mstep: Class 26 contains 3498 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 904 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 4459 members 
Mstep: Class 35 contains 10109 members 
Mstep: Class 36 contains 11078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119080.000000 Penalty: 74870.703125
Iteration 77Q: 37 clusters Score -4.011908e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8156 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 28440 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1819 members 
Mstep: Class 18 contains 88264 members 
Mstep: Class 19 contains 8524 members 
Mstep: Class 20 contains 18780 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3807 members 
Mstep: Class 24 contains 44553 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3502 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10356 members 
Mstep: Class 34 contains 4457 members 
Mstep: Class 35 contains 10121 members 
Mstep: Class 36 contains 11080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119016.000000 Penalty: 74870.703125
Iteration 78Q: 37 clusters Score -4.011902e+07 nChanged 69
Entering ConstructFrom: 
Score: -40119016.000000 Penalty: 74870.703125
Entering ConstructFrom: 
Trying to split cluster 1 (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: -56869.976562 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -56869.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -55765.648438 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -55765.65 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -56131.027344 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -56131.03 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56351.089844 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -56351.09 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -56570.230469 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -56570.23 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -56892.089844 Penalty: 2100.991211
	Iteration 4F: 3 clusters Score -56892.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57161.261719 Penalty: 2100.991211
	Iteration 5F: 3 clusters Score -57161.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -57323.316406 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -57323.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -57454.007812 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -57454.01 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -57574.691406 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -57574.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -57634.253906 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -57634.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -57710.164062 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -57710.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57746.480469 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -57746.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -57767.566406 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -57767.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57772.597656 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -57772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -57781.019531 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -57781.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -57783.332031 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -57783.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -57785.175781 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -57785.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -57785.175781 Penalty: 2100.991211
	Iteration 17F: 3 clusters Score -57785.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 436 members 
Entering Unmasked Estep 
Score: -40118924.000000 Penalty: 76950.445312
Splitting cluster 1 changes total score from -40119016.000000 to -40118924.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (8154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Entering Unmasked Estep 
Score: -909558.375000 Penalty: 1463.517822
	Iteration 0F: 2 clusters Score -909558.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -903633.187500 Penalty: 2927.035645
	Iteration 0F: 3 clusters Score -903633.2 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -905761.250000 Penalty: 2927.035645
	Iteration 1F: 3 clusters Score -905761.2 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -906216.062500 Penalty: 2927.035645
	Iteration 2F: 3 clusters Score -906216.1 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -906580.687500 Penalty: 2927.035645
	Iteration 3F: 3 clusters Score -906580.7 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -906892.500000 Penalty: 2927.035645
	Iteration 4F: 3 clusters Score -906892.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -907220.125000 Penalty: 2927.035645
	Iteration 5F: 3 clusters Score -907220.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -907562.437500 Penalty: 2927.035645
	Iteration 6F: 3 clusters Score -907562.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -907866.125000 Penalty: 2927.035645
	Iteration 7F: 3 clusters Score -907866.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -908152.500000 Penalty: 2927.035645
	Iteration 8Q: 3 clusters Score -908152.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -908383.562500 Penalty: 2927.035645
	Iteration 9Q: 3 clusters Score -908383.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -908529.312500 Penalty: 2927.035645
	Iteration 10Q: 3 clusters Score -908529.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -908633.437500 Penalty: 2927.035645
	Iteration 11Q: 3 clusters Score -908633.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -908699.562500 Penalty: 2927.035645
	Iteration 12Q: 3 clusters Score -908699.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -908745.437500 Penalty: 2927.035645
	Iteration 13Q: 3 clusters Score -908745.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -908778.312500 Penalty: 2927.035645
	Iteration 14Q: 3 clusters Score -908778.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -908801.500000 Penalty: 2927.035645
	Iteration 15Q: 3 clusters Score -908801.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -908816.875000 Penalty: 2927.035645
	Iteration 16Q: 3 clusters Score -908816.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -908825.812500 Penalty: 2927.035645
	Iteration 17Q: 3 clusters Score -908825.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -908837.875000 Penalty: 2927.035645
	Iteration 18Q: 3 clusters Score -908837.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -908848.500000 Penalty: 2927.035645
	Iteration 19Q: 3 clusters Score -908848.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -908860.250000 Penalty: 2927.035645
	Iteration 20F: 3 clusters Score -908860.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -908867.000000 Penalty: 2927.035645
	Iteration 21Q: 3 clusters Score -908867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -908871.750000 Penalty: 2927.035645
	Iteration 22Q: 3 clusters Score -908871.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -908877.500000 Penalty: 2927.035645
	Iteration 23Q: 3 clusters Score -908877.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -908882.625000 Penalty: 2927.035645
	Iteration 24Q: 3 clusters Score -908882.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -908888.500000 Penalty: 2927.035645
	Iteration 25Q: 3 clusters Score -908888.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -908893.000000 Penalty: 2927.035645
	Iteration 26Q: 3 clusters Score -908893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -908897.625000 Penalty: 2927.035645
	Iteration 27Q: 3 clusters Score -908897.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -908902.687500 Penalty: 2927.035645
	Iteration 28Q: 3 clusters Score -908902.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -908908.187500 Penalty: 2927.035645
	Iteration 29Q: 3 clusters Score -908908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -908913.687500 Penalty: 2927.035645
	Iteration 30Q: 3 clusters Score -908913.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -908919.875000 Penalty: 2927.035645
	Iteration 31Q: 3 clusters Score -908919.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -908923.375000 Penalty: 2927.035645
	Iteration 32Q: 3 clusters Score -908923.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -908925.750000 Penalty: 2927.035645
	Iteration 33Q: 3 clusters Score -908925.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -908928.812500 Penalty: 2927.035645
	Iteration 34Q: 3 clusters Score -908928.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -908935.437500 Penalty: 2927.035645
	Iteration 35Q: 3 clusters Score -908935.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -908939.187500 Penalty: 2927.035645
	Iteration 36Q: 3 clusters Score -908939.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -908944.562500 Penalty: 2927.035645
	Iteration 37Q: 3 clusters Score -908944.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -908947.687500 Penalty: 2927.035645
	Iteration 38Q: 3 clusters Score -908947.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -908951.375000 Penalty: 2927.035645
	Iteration 39Q: 3 clusters Score -908951.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -908954.250000 Penalty: 2927.035645
	Iteration 40F: 3 clusters Score -908954.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -908960.250000 Penalty: 2927.035645
	Iteration 41Q: 3 clusters Score -908960.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -908962.375000 Penalty: 2927.035645
	Iteration 42Q: 3 clusters Score -908962.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -908964.062500 Penalty: 2927.035645
	Iteration 43Q: 3 clusters Score -908964.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -908967.500000 Penalty: 2927.035645
	Iteration 44Q: 3 clusters Score -908967.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -908971.187500 Penalty: 2927.035645
	Iteration 45Q: 3 clusters Score -908971.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -908973.875000 Penalty: 2927.035645
	Iteration 46Q: 3 clusters Score -908973.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -908975.312500 Penalty: 2927.035645
	Iteration 47Q: 3 clusters Score -908975.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -908976.375000 Penalty: 2927.035645
	Iteration 48Q: 3 clusters Score -908976.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -908978.062500 Penalty: 2927.035645
	Iteration 49Q: 3 clusters Score -908978.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -908980.125000 Penalty: 2927.035645
	Iteration 50Q: 3 clusters Score -908980.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -908985.312500 Penalty: 2927.035645
	Iteration 51Q: 3 clusters Score -908985.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -908987.562500 Penalty: 2927.035645
	Iteration 52Q: 3 clusters Score -908987.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -908991.062500 Penalty: 2927.035645
	Iteration 53Q: 3 clusters Score -908991.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -908995.062500 Penalty: 2927.035645
	Iteration 54Q: 3 clusters Score -908995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -908996.062500 Penalty: 2927.035645
	Iteration 55Q: 3 clusters Score -908996.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -908995.812500 Penalty: 2927.035645
	Iteration 56Q: 3 clusters Score -908995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -908994.812500 Penalty: 2927.035645
	Iteration 57Q: 3 clusters Score -908994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -908995.500000 Penalty: 2927.035645
	Iteration 58Q: 3 clusters Score -908995.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -908999.125000 Penalty: 2927.035645
	Iteration 59Q: 3 clusters Score -908999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -908999.437500 Penalty: 2927.035645
	Iteration 60F: 3 clusters Score -908999.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -908999.500000 Penalty: 2927.035645
	Iteration 61Q: 3 clusters Score -908999.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -908999.812500 Penalty: 2927.035645
	Iteration 62Q: 3 clusters Score -908999.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -909003.187500 Penalty: 2927.035645
	Iteration 63Q: 3 clusters Score -909003.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -909004.750000 Penalty: 2927.035645
	Iteration 64Q: 3 clusters Score -909004.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -909006.312500 Penalty: 2927.035645
	Iteration 65Q: 3 clusters Score -909006.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -909005.375000 Penalty: 2927.035645
	Iteration 66Q: 3 clusters Score -909005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -909008.187500 Penalty: 2927.035645
	Iteration 67Q: 3 clusters Score -909008.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -909010.250000 Penalty: 2927.035645
	Iteration 68Q: 3 clusters Score -909010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -909011.812500 Penalty: 2927.035645
	Iteration 69Q: 3 clusters Score -909011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -909011.000000 Penalty: 2927.035645
	Iteration 70Q: 3 clusters Score -909011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -909011.437500 Penalty: 2927.035645
	Iteration 71Q: 3 clusters Score -909011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -909013.812500 Penalty: 2927.035645
	Iteration 72Q: 3 clusters Score -909013.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -909012.312500 Penalty: 2927.035645
	Iteration 73Q: 3 clusters Score -909012.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -909013.312500 Penalty: 2927.035645
	Iteration 74Q: 3 clusters Score -909013.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -909013.312500 Penalty: 2927.035645
	Iteration 75F: 3 clusters Score -909013.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -716231.125000 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -716231.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -711559.187500 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -711559.2 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -712889.187500 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -712889.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -713068.000000 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -713068 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -713203.625000 Penalty: 2831.967529
	Iteration 3Q: 3 clusters Score -713203.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -713307.250000 Penalty: 2831.967529
	Iteration 4Q: 3 clusters Score -713307.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -713415.312500 Penalty: 2831.967529
	Iteration 5Q: 3 clusters Score -713415.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -713539.375000 Penalty: 2831.967529
	Iteration 6Q: 3 clusters Score -713539.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -713668.812500 Penalty: 2831.967529
	Iteration 7Q: 3 clusters Score -713668.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -713820.812500 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -713820.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -714007.187500 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -714007.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -714198.437500 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -714198.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -714336.687500 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -714336.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -714478.437500 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -714478.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -714629.750000 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -714629.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -714770.062500 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -714770.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -714875.250000 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -714875.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -714949.500000 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -714949.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -715004.687500 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -715004.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -715037.750000 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -715037.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -715060.187500 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -715060.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -715074.000000 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -715074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -715082.375000 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -715082.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -715088.937500 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -715088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -715092.687500 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -715092.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -715098.437500 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -715098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -715102.375000 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -715102.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -715102.625000 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -715102.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -715104.562500 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -715104.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -715107.500000 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -715107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -715108.312500 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -715108.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -715108.437500 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -715108.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -715108.437500 Penalty: 2831.967529
	Iteration 31F: 3 clusters Score -715108.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Entering Unmasked Estep 
Score: -323133.656250 Penalty: 1294.118774
	Iteration 0F: 2 clusters Score -323133.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -320497.312500 Penalty: 2588.237549
	Iteration 0F: 3 clusters Score -320497.3 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -321119.062500 Penalty: 2588.237549
	Iteration 1F: 3 clusters Score -321119.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -321246.062500 Penalty: 2588.237549
	Iteration 2F: 3 clusters Score -321246.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -321337.625000 Penalty: 2588.237549
	Iteration 3Q: 3 clusters Score -321337.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -321434.281250 Penalty: 2588.237549
	Iteration 4Q: 3 clusters Score -321434.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -321541.343750 Penalty: 2588.237549
	Iteration 5Q: 3 clusters Score -321541.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -321703.187500 Penalty: 2588.237549
	Iteration 6Q: 3 clusters Score -321703.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -321881.593750 Penalty: 2588.237549
	Iteration 7F: 3 clusters Score -321881.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -322054.593750 Penalty: 2588.237549
	Iteration 8F: 3 clusters Score -322054.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -322232.281250 Penalty: 2588.237549
	Iteration 9F: 3 clusters Score -322232.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -322368.968750 Penalty: 2588.237549
	Iteration 10Q: 3 clusters Score -322369 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -322475.843750 Penalty: 2588.237549
	Iteration 11Q: 3 clusters Score -322475.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -322530.562500 Penalty: 2588.237549
	Iteration 12Q: 3 clusters Score -322530.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -322559.062500 Penalty: 2588.237549
	Iteration 13Q: 3 clusters Score -322559.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -322572.500000 Penalty: 2588.237549
	Iteration 14Q: 3 clusters Score -322572.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -322576.218750 Penalty: 2588.237549
	Iteration 15Q: 3 clusters Score -322576.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -322580.031250 Penalty: 2588.237549
	Iteration 16Q: 3 clusters Score -322580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -322583.093750 Penalty: 2588.237549
	Iteration 17Q: 3 clusters Score -322583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -322588.968750 Penalty: 2588.237549
	Iteration 18Q: 3 clusters Score -322589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -322589.781250 Penalty: 2588.237549
	Iteration 19Q: 3 clusters Score -322589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -322590.031250 Penalty: 2588.237549
	Iteration 20F: 3 clusters Score -322590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -322590.781250 Penalty: 2588.237549
	Iteration 21Q: 3 clusters Score -322590.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -322591.656250 Penalty: 2588.237549
	Iteration 22Q: 3 clusters Score -322591.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -322592.406250 Penalty: 2588.237549
	Iteration 23Q: 3 clusters Score -322592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -322592.406250 Penalty: 2588.237549
	Iteration 24F: 3 clusters Score -322592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Entering Unmasked Estep 
Score: -246550.296875 Penalty: 1253.780029
	Iteration 0F: 2 clusters Score -246550.3 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 1122 members 
Entering Unmasked Estep 
Score: -244300.671875 Penalty: 2507.560059
	Iteration 0F: 3 clusters Score -244300.7 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -244814.093750 Penalty: 2507.560059
	Iteration 1F: 3 clusters Score -244814.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -244970.375000 Penalty: 2507.560059
	Iteration 2F: 3 clusters Score -244970.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -245072.218750 Penalty: 2507.560059
	Iteration 3F: 3 clusters Score -245072.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -245143.703125 Penalty: 2507.560059
	Iteration 4Q: 3 clusters Score -245143.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -245198.453125 Penalty: 2507.560059
	Iteration 5Q: 3 clusters Score -245198.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -245239.140625 Penalty: 2507.560059
	Iteration 6Q: 3 clusters Score -245239.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245274.843750 Penalty: 2507.560059
	Iteration 7Q: 3 clusters Score -245274.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -245309.546875 Penalty: 2507.560059
	Iteration 8Q: 3 clusters Score -245309.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -245336.218750 Penalty: 2507.560059
	Iteration 9Q: 3 clusters Score -245336.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -245355.718750 Penalty: 2507.560059
	Iteration 10Q: 3 clusters Score -245355.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -245369.156250 Penalty: 2507.560059
	Iteration 11Q: 3 clusters Score -245369.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -245379.109375 Penalty: 2507.560059
	Iteration 12Q: 3 clusters Score -245379.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -245388.796875 Penalty: 2507.560059
	Iteration 13Q: 3 clusters Score -245388.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -245397.953125 Penalty: 2507.560059
	Iteration 14Q: 3 clusters Score -245398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -245408.500000 Penalty: 2507.560059
	Iteration 15Q: 3 clusters Score -245408.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -245424.359375 Penalty: 2507.560059
	Iteration 16Q: 3 clusters Score -245424.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -245439.562500 Penalty: 2507.560059
	Iteration 17Q: 3 clusters Score -245439.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -245463.734375 Penalty: 2507.560059
	Iteration 18Q: 3 clusters Score -245463.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -245499.468750 Penalty: 2507.560059
	Iteration 19Q: 3 clusters Score -245499.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -245529.890625 Penalty: 2507.560059
	Iteration 20F: 3 clusters Score -245529.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -245567.000000 Penalty: 2507.560059
	Iteration 21Q: 3 clusters Score -245567 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -245615.156250 Penalty: 2507.560059
	Iteration 22Q: 3 clusters Score -245615.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -245665.640625 Penalty: 2507.560059
	Iteration 23Q: 3 clusters Score -245665.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -245694.906250 Penalty: 2507.560059
	Iteration 24Q: 3 clusters Score -245694.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -245718.312500 Penalty: 2507.560059
	Iteration 25Q: 3 clusters Score -245718.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -245741.234375 Penalty: 2507.560059
	Iteration 26Q: 3 clusters Score -245741.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -245761.125000 Penalty: 2507.560059
	Iteration 27Q: 3 clusters Score -245761.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -245785.062500 Penalty: 2507.560059
	Iteration 28Q: 3 clusters Score -245785.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -245803.437500 Penalty: 2507.560059
	Iteration 29Q: 3 clusters Score -245803.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -245827.890625 Penalty: 2507.560059
	Iteration 30Q: 3 clusters Score -245827.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -245856.734375 Penalty: 2507.560059
	Iteration 31Q: 3 clusters Score -245856.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -245889.328125 Penalty: 2507.560059
	Iteration 32Q: 3 clusters Score -245889.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -245925.437500 Penalty: 2507.560059
	Iteration 33Q: 3 clusters Score -245925.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -245952.906250 Penalty: 2507.560059
	Iteration 34Q: 3 clusters Score -245952.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -245998.843750 Penalty: 2507.560059
	Iteration 35Q: 3 clusters Score -245998.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -246053.156250 Penalty: 2507.560059
	Iteration 36Q: 3 clusters Score -246053.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -246124.968750 Penalty: 2507.560059
	Iteration 37Q: 3 clusters Score -246125 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -246189.968750 Penalty: 2507.560059
	Iteration 38Q: 3 clusters Score -246190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -246212.281250 Penalty: 2507.560059
	Iteration 39Q: 3 clusters Score -246212.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -246225.281250 Penalty: 2507.560059
	Iteration 40F: 3 clusters Score -246225.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -246232.250000 Penalty: 2507.560059
	Iteration 41Q: 3 clusters Score -246232.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -246242.265625 Penalty: 2507.560059
	Iteration 42Q: 3 clusters Score -246242.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -246251.109375 Penalty: 2507.560059
	Iteration 43Q: 3 clusters Score -246251.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -246254.796875 Penalty: 2507.560059
	Iteration 44Q: 3 clusters Score -246254.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -246255.562500 Penalty: 2507.560059
	Iteration 45Q: 3 clusters Score -246255.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -246255.562500 Penalty: 2507.560059
	Iteration 46F: 3 clusters Score -246255.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Entering Unmasked Estep 
Score: -674857.625000 Penalty: 1427.600464
	Iteration 0F: 2 clusters Score -674857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -669966.500000 Penalty: 2855.200928
	Iteration 0F: 3 clusters Score -669966.5 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -671611.687500 Penalty: 2855.200928
	Iteration 1F: 3 clusters Score -671611.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -672063.625000 Penalty: 2855.200928
	Iteration 2F: 3 clusters Score -672063.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -672498.250000 Penalty: 2855.200928
	Iteration 3F: 3 clusters Score -672498.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -672927.625000 Penalty: 2855.200928
	Iteration 4F: 3 clusters Score -672927.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -673426.937500 Penalty: 2855.200928
	Iteration 5F: 3 clusters Score -673426.9 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -673892.937500 Penalty: 2855.200928
	Iteration 6F: 3 clusters Score -673892.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -674178.375000 Penalty: 2855.200928
	Iteration 7F: 3 clusters Score -674178.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -674357.500000 Penalty: 2855.200928
	Iteration 8Q: 3 clusters Score -674357.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -674478.187500 Penalty: 2855.200928
	Iteration 9Q: 3 clusters Score -674478.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -674563.687500 Penalty: 2855.200928
	Iteration 10Q: 3 clusters Score -674563.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -674619.937500 Penalty: 2855.200928
	Iteration 11Q: 3 clusters Score -674619.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -674643.812500 Penalty: 2855.200928
	Iteration 12Q: 3 clusters Score -674643.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -674660.125000 Penalty: 2855.200928
	Iteration 13Q: 3 clusters Score -674660.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -674670.750000 Penalty: 2855.200928
	Iteration 14Q: 3 clusters Score -674670.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -674673.187500 Penalty: 2855.200928
	Iteration 15Q: 3 clusters Score -674673.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -674681.750000 Penalty: 2855.200928
	Iteration 16Q: 3 clusters Score -674681.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -674685.250000 Penalty: 2855.200928
	Iteration 17Q: 3 clusters Score -674685.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -674691.437500 Penalty: 2855.200928
	Iteration 18Q: 3 clusters Score -674691.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -674695.812500 Penalty: 2855.200928
	Iteration 19Q: 3 clusters Score -674695.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -674701.750000 Penalty: 2855.200928
	Iteration 20F: 3 clusters Score -674701.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -674703.750000 Penalty: 2855.200928
	Iteration 21Q: 3 clusters Score -674703.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -674706.687500 Penalty: 2855.200928
	Iteration 22Q: 3 clusters Score -674706.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -674708.062500 Penalty: 2855.200928
	Iteration 23Q: 3 clusters Score -674708.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -674709.687500 Penalty: 2855.200928
	Iteration 24Q: 3 clusters Score -674709.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -674711.250000 Penalty: 2855.200928
	Iteration 25Q: 3 clusters Score -674711.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -674712.812500 Penalty: 2855.200928
	Iteration 26Q: 3 clusters Score -674712.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -674713.125000 Penalty: 2855.200928
	Iteration 27Q: 3 clusters Score -674713.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -674712.875000 Penalty: 2855.200928
	Iteration 28Q: 3 clusters Score -674712.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -674712.875000 Penalty: 2855.200928
	Iteration 29F: 3 clusters Score -674712.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Entering Unmasked Estep 
Score: -1839613.250000 Penalty: 1573.532593
	Iteration 0F: 2 clusters Score -1839613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1828577.375000 Penalty: 3147.065186
	Iteration 0F: 3 clusters Score -1828577 nChanged 7131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1832446.500000 Penalty: 3147.065186
	Iteration 1F: 3 clusters Score -1832446 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1832849.375000 Penalty: 3147.065186
	Iteration 2F: 3 clusters Score -1832849 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1833233.125000 Penalty: 3147.065186
	Iteration 3F: 3 clusters Score -1833233 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1833632.500000 Penalty: 3147.065186
	Iteration 4Q: 3 clusters Score -1833632 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1834128.875000 Penalty: 3147.065186
	Iteration 5F: 3 clusters Score -1834129 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1834702.250000 Penalty: 3147.065186
	Iteration 6F: 3 clusters Score -1834702 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -1835394.250000 Penalty: 3147.065186
	Iteration 7F: 3 clusters Score -1835394 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1836105.875000 Penalty: 3147.065186
	Iteration 8F: 3 clusters Score -1836106 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1836672.875000 Penalty: 3147.065186
	Iteration 9Q: 3 clusters Score -1836673 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1837091.250000 Penalty: 3147.065186
	Iteration 10Q: 3 clusters Score -1837091 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1837393.500000 Penalty: 3147.065186
	Iteration 11Q: 3 clusters Score -1837394 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1837652.500000 Penalty: 3147.065186
	Iteration 12Q: 3 clusters Score -1837652 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -1837854.250000 Penalty: 3147.065186
	Iteration 13Q: 3 clusters Score -1837854 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1837999.125000 Penalty: 3147.065186
	Iteration 14Q: 3 clusters Score -1837999 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1838094.875000 Penalty: 3147.065186
	Iteration 15Q: 3 clusters Score -1838095 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1838158.875000 Penalty: 3147.065186
	Iteration 16Q: 3 clusters Score -1838159 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1838198.250000 Penalty: 3147.065186
	Iteration 17Q: 3 clusters Score -1838198 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1838235.125000 Penalty: 3147.065186
	Iteration 18Q: 3 clusters Score -1838235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1838254.375000 Penalty: 3147.065186
	Iteration 19Q: 3 clusters Score -1838254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1838262.250000 Penalty: 3147.065186
	Iteration 20F: 3 clusters Score -1838262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1838268.125000 Penalty: 3147.065186
	Iteration 21Q: 3 clusters Score -1838268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1838281.000000 Penalty: 3147.065186
	Iteration 22Q: 3 clusters Score -1838281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1838290.875000 Penalty: 3147.065186
	Iteration 23Q: 3 clusters Score -1838291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1838301.875000 Penalty: 3147.065186
	Iteration 24Q: 3 clusters Score -1838302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1838303.375000 Penalty: 3147.065186
	Iteration 25Q: 3 clusters Score -1838303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -1838307.125000 Penalty: 3147.065186
	Iteration 26Q: 3 clusters Score -1838307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1838313.875000 Penalty: 3147.065186
	Iteration 27Q: 3 clusters Score -1838314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -1838315.750000 Penalty: 3147.065186
	Iteration 28Q: 3 clusters Score -1838316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1838317.375000 Penalty: 3147.065186
	Iteration 29Q: 3 clusters Score -1838317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1838317.250000 Penalty: 3147.065186
	Iteration 30Q: 3 clusters Score -1838317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -1838320.000000 Penalty: 3147.065186
	Iteration 31Q: 3 clusters Score -1838320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -1838321.250000 Penalty: 3147.065186
	Iteration 32Q: 3 clusters Score -1838321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1838323.000000 Penalty: 3147.065186
	Iteration 33Q: 3 clusters Score -1838323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -1838326.000000 Penalty: 3147.065186
	Iteration 34Q: 3 clusters Score -1838326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -1838332.000000 Penalty: 3147.065186
	Iteration 35Q: 3 clusters Score -1838332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -1838338.250000 Penalty: 3147.065186
	Iteration 36Q: 3 clusters Score -1838338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1838340.875000 Penalty: 3147.065186
	Iteration 37Q: 3 clusters Score -1838341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1838342.875000 Penalty: 3147.065186
	Iteration 38Q: 3 clusters Score -1838343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1838344.500000 Penalty: 3147.065186
	Iteration 39Q: 3 clusters Score -1838344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1838344.500000 Penalty: 3147.065186
	Iteration 40F: 3 clusters Score -1838344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Entering Unmasked Estep 
Score: -166042.281250 Penalty: 1190.443726
	Iteration 0F: 2 clusters Score -166042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -164264.109375 Penalty: 2380.887451
	Iteration 0F: 3 clusters Score -164264.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -164639.265625 Penalty: 2380.887451
	Iteration 1F: 3 clusters Score -164639.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -164825.203125 Penalty: 2380.887451
	Iteration 2F: 3 clusters Score -164825.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -164935.921875 Penalty: 2380.887451
	Iteration 3F: 3 clusters Score -164935.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -165010.765625 Penalty: 2380.887451
	Iteration 4Q: 3 clusters Score -165010.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -165057.375000 Penalty: 2380.887451
	Iteration 5Q: 3 clusters Score -165057.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -165095.093750 Penalty: 2380.887451
	Iteration 6Q: 3 clusters Score -165095.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -165130.562500 Penalty: 2380.887451
	Iteration 7Q: 3 clusters Score -165130.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -165159.187500 Penalty: 2380.887451
	Iteration 8Q: 3 clusters Score -165159.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -165182.531250 Penalty: 2380.887451
	Iteration 9Q: 3 clusters Score -165182.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165204.765625 Penalty: 2380.887451
	Iteration 10Q: 3 clusters Score -165204.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165234.453125 Penalty: 2380.887451
	Iteration 11Q: 3 clusters Score -165234.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -165255.375000 Penalty: 2380.887451
	Iteration 12Q: 3 clusters Score -165255.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -165271.140625 Penalty: 2380.887451
	Iteration 13Q: 3 clusters Score -165271.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -165292.328125 Penalty: 2380.887451
	Iteration 14Q: 3 clusters Score -165292.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -165305.906250 Penalty: 2380.887451
	Iteration 15Q: 3 clusters Score -165305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165315.093750 Penalty: 2380.887451
	Iteration 16Q: 3 clusters Score -165315.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165328.218750 Penalty: 2380.887451
	Iteration 17Q: 3 clusters Score -165328.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165357.156250 Penalty: 2380.887451
	Iteration 18Q: 3 clusters Score -165357.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -165382.031250 Penalty: 2380.887451
	Iteration 19Q: 3 clusters Score -165382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -165410.828125 Penalty: 2380.887451
	Iteration 20F: 3 clusters Score -165410.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165434.828125 Penalty: 2380.887451
	Iteration 21Q: 3 clusters Score -165434.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -165484.562500 Penalty: 2380.887451
	Iteration 22Q: 3 clusters Score -165484.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -165587.359375 Penalty: 2380.887451
	Iteration 23Q: 3 clusters Score -165587.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -165650.421875 Penalty: 2380.887451
	Iteration 24Q: 3 clusters Score -165650.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -165690.250000 Penalty: 2380.887451
	Iteration 25Q: 3 clusters Score -165690.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -165722.828125 Penalty: 2380.887451
	Iteration 26Q: 3 clusters Score -165722.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -165738.531250 Penalty: 2380.887451
	Iteration 27Q: 3 clusters Score -165738.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -165750.156250 Penalty: 2380.887451
	Iteration 28Q: 3 clusters Score -165750.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -165756.484375 Penalty: 2380.887451
	Iteration 29Q: 3 clusters Score -165756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -165764.125000 Penalty: 2380.887451
	Iteration 30Q: 3 clusters Score -165764.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165772.640625 Penalty: 2380.887451
	Iteration 31Q: 3 clusters Score -165772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165776.484375 Penalty: 2380.887451
	Iteration 32Q: 3 clusters Score -165776.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165779.625000 Penalty: 2380.887451
	Iteration 33Q: 3 clusters Score -165779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -165779.843750 Penalty: 2380.887451
	Iteration 34Q: 3 clusters Score -165779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -165779.843750 Penalty: 2380.887451
	Iteration 35F: 3 clusters Score -165779.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Entering Unmasked Estep 
Score: -609339.500000 Penalty: 1395.402466
	Iteration 0F: 2 clusters Score -609339.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -605196.125000 Penalty: 2790.804932
	Iteration 0F: 3 clusters Score -605196.1 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -606301.062500 Penalty: 2790.804932
	Iteration 1F: 3 clusters Score -606301.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -606481.625000 Penalty: 2790.804932
	Iteration 2F: 3 clusters Score -606481.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -606595.750000 Penalty: 2790.804932
	Iteration 3Q: 3 clusters Score -606595.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -606674.625000 Penalty: 2790.804932
	Iteration 4Q: 3 clusters Score -606674.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -606726.500000 Penalty: 2790.804932
	Iteration 5Q: 3 clusters Score -606726.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -606758.062500 Penalty: 2790.804932
	Iteration 6Q: 3 clusters Score -606758.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -606786.125000 Penalty: 2790.804932
	Iteration 7Q: 3 clusters Score -606786.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -606801.875000 Penalty: 2790.804932
	Iteration 8Q: 3 clusters Score -606801.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -606822.500000 Penalty: 2790.804932
	Iteration 9Q: 3 clusters Score -606822.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -606840.687500 Penalty: 2790.804932
	Iteration 10Q: 3 clusters Score -606840.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -606856.500000 Penalty: 2790.804932
	Iteration 11Q: 3 clusters Score -606856.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -606867.500000 Penalty: 2790.804932
	Iteration 12Q: 3 clusters Score -606867.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -606881.000000 Penalty: 2790.804932
	Iteration 13Q: 3 clusters Score -606881 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -606890.000000 Penalty: 2790.804932
	Iteration 14Q: 3 clusters Score -606890 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -606899.812500 Penalty: 2790.804932
	Iteration 15Q: 3 clusters Score -606899.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -606910.937500 Penalty: 2790.804932
	Iteration 16Q: 3 clusters Score -606910.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -606923.062500 Penalty: 2790.804932
	Iteration 17Q: 3 clusters Score -606923.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -606932.750000 Penalty: 2790.804932
	Iteration 18Q: 3 clusters Score -606932.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -606942.937500 Penalty: 2790.804932
	Iteration 19Q: 3 clusters Score -606942.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -606955.000000 Penalty: 2790.804932
	Iteration 20F: 3 clusters Score -606955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -606966.375000 Penalty: 2790.804932
	Iteration 21Q: 3 clusters Score -606966.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -606979.750000 Penalty: 2790.804932
	Iteration 22Q: 3 clusters Score -606979.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -606997.625000 Penalty: 2790.804932
	Iteration 23Q: 3 clusters Score -606997.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -607017.500000 Penalty: 2790.804932
	Iteration 24Q: 3 clusters Score -607017.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -607044.125000 Penalty: 2790.804932
	Iteration 25Q: 3 clusters Score -607044.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -607085.125000 Penalty: 2790.804932
	Iteration 26Q: 3 clusters Score -607085.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -607135.375000 Penalty: 2790.804932
	Iteration 27Q: 3 clusters Score -607135.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -607205.125000 Penalty: 2790.804932
	Iteration 28Q: 3 clusters Score -607205.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -607284.937500 Penalty: 2790.804932
	Iteration 29Q: 3 clusters Score -607284.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -607380.062500 Penalty: 2790.804932
	Iteration 30Q: 3 clusters Score -607380.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -607483.437500 Penalty: 2790.804932
	Iteration 31Q: 3 clusters Score -607483.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -607605.437500 Penalty: 2790.804932
	Iteration 32Q: 3 clusters Score -607605.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -607694.312500 Penalty: 2790.804932
	Iteration 33Q: 3 clusters Score -607694.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -607770.750000 Penalty: 2790.804932
	Iteration 34Q: 3 clusters Score -607770.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -607845.812500 Penalty: 2790.804932
	Iteration 35Q: 3 clusters Score -607845.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -607904.812500 Penalty: 2790.804932
	Iteration 36Q: 3 clusters Score -607904.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -607947.625000 Penalty: 2790.804932
	Iteration 37Q: 3 clusters Score -607947.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -607993.000000 Penalty: 2790.804932
	Iteration 38Q: 3 clusters Score -607993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -608040.375000 Penalty: 2790.804932
	Iteration 39Q: 3 clusters Score -608040.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -608085.500000 Penalty: 2790.804932
	Iteration 40F: 3 clusters Score -608085.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -608120.500000 Penalty: 2790.804932
	Iteration 41Q: 3 clusters Score -608120.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -608152.062500 Penalty: 2790.804932
	Iteration 42Q: 3 clusters Score -608152.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -608180.250000 Penalty: 2790.804932
	Iteration 43Q: 3 clusters Score -608180.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -608204.062500 Penalty: 2790.804932
	Iteration 44Q: 3 clusters Score -608204.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -608223.062500 Penalty: 2790.804932
	Iteration 45Q: 3 clusters Score -608223.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -608242.875000 Penalty: 2790.804932
	Iteration 46Q: 3 clusters Score -608242.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -608271.125000 Penalty: 2790.804932
	Iteration 47Q: 3 clusters Score -608271.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -608300.875000 Penalty: 2790.804932
	Iteration 48Q: 3 clusters Score -608300.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -608330.875000 Penalty: 2790.804932
	Iteration 49Q: 3 clusters Score -608330.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -608360.562500 Penalty: 2790.804932
	Iteration 50Q: 3 clusters Score -608360.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -608374.375000 Penalty: 2790.804932
	Iteration 51Q: 3 clusters Score -608374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -608380.812500 Penalty: 2790.804932
	Iteration 52Q: 3 clusters Score -608380.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -608383.875000 Penalty: 2790.804932
	Iteration 53Q: 3 clusters Score -608383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -608388.187500 Penalty: 2790.804932
	Iteration 54Q: 3 clusters Score -608388.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -608392.062500 Penalty: 2790.804932
	Iteration 55Q: 3 clusters Score -608392.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -608394.375000 Penalty: 2790.804932
	Iteration 56Q: 3 clusters Score -608394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -608397.437500 Penalty: 2790.804932
	Iteration 57Q: 3 clusters Score -608397.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -608399.750000 Penalty: 2790.804932
	Iteration 58Q: 3 clusters Score -608399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -608405.875000 Penalty: 2790.804932
	Iteration 59Q: 3 clusters Score -608405.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -608407.687500 Penalty: 2790.804932
	Iteration 60F: 3 clusters Score -608407.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -608410.187500 Penalty: 2790.804932
	Iteration 61Q: 3 clusters Score -608410.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -608414.812500 Penalty: 2790.804932
	Iteration 62Q: 3 clusters Score -608414.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -608417.437500 Penalty: 2790.804932
	Iteration 63Q: 3 clusters Score -608417.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -608424.125000 Penalty: 2790.804932
	Iteration 64Q: 3 clusters Score -608424.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -608425.062500 Penalty: 2790.804932
	Iteration 65Q: 3 clusters Score -608425.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -608427.000000 Penalty: 2790.804932
	Iteration 66Q: 3 clusters Score -608427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -608427.750000 Penalty: 2790.804932
	Iteration 67Q: 3 clusters Score -608427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -608428.562500 Penalty: 2790.804932
	Iteration 68Q: 3 clusters Score -608428.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -608428.187500 Penalty: 2790.804932
	Iteration 69Q: 3 clusters Score -608428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -608427.562500 Penalty: 2790.804932
	Iteration 70Q: 3 clusters Score -608427.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -608427.562500 Penalty: 2790.804932
	Iteration 71F: 3 clusters Score -608427.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Entering Unmasked Estep 
Score: -577625.687500 Penalty: 1387.452881
	Iteration 0F: 2 clusters Score -577625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -573592.687500 Penalty: 2774.905762
	Iteration 0F: 3 clusters Score -573592.7 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -574641.312500 Penalty: 2774.905762
	Iteration 1F: 3 clusters Score -574641.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -574805.062500 Penalty: 2774.905762
	Iteration 2F: 3 clusters Score -574805.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -574915.750000 Penalty: 2774.905762
	Iteration 3Q: 3 clusters Score -574915.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -575006.312500 Penalty: 2774.905762
	Iteration 4Q: 3 clusters Score -575006.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -575071.812500 Penalty: 2774.905762
	Iteration 5Q: 3 clusters Score -575071.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -575134.250000 Penalty: 2774.905762
	Iteration 6Q: 3 clusters Score -575134.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -575192.875000 Penalty: 2774.905762
	Iteration 7Q: 3 clusters Score -575192.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -575251.562500 Penalty: 2774.905762
	Iteration 8Q: 3 clusters Score -575251.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -575303.875000 Penalty: 2774.905762
	Iteration 9Q: 3 clusters Score -575303.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -575365.062500 Penalty: 2774.905762
	Iteration 10Q: 3 clusters Score -575365.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -575418.250000 Penalty: 2774.905762
	Iteration 11Q: 3 clusters Score -575418.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -575472.562500 Penalty: 2774.905762
	Iteration 12Q: 3 clusters Score -575472.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -575529.125000 Penalty: 2774.905762
	Iteration 13Q: 3 clusters Score -575529.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -575588.187500 Penalty: 2774.905762
	Iteration 14Q: 3 clusters Score -575588.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -575646.500000 Penalty: 2774.905762
	Iteration 15Q: 3 clusters Score -575646.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -575725.000000 Penalty: 2774.905762
	Iteration 16Q: 3 clusters Score -575725 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -575833.000000 Penalty: 2774.905762
	Iteration 17Q: 3 clusters Score -575833 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -575934.625000 Penalty: 2774.905762
	Iteration 18Q: 3 clusters Score -575934.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -576059.187500 Penalty: 2774.905762
	Iteration 19Q: 3 clusters Score -576059.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -576160.937500 Penalty: 2774.905762
	Iteration 20F: 3 clusters Score -576160.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -576220.687500 Penalty: 2774.905762
	Iteration 21Q: 3 clusters Score -576220.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -576263.562500 Penalty: 2774.905762
	Iteration 22Q: 3 clusters Score -576263.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -576304.875000 Penalty: 2774.905762
	Iteration 23Q: 3 clusters Score -576304.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -576344.625000 Penalty: 2774.905762
	Iteration 24Q: 3 clusters Score -576344.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -576372.937500 Penalty: 2774.905762
	Iteration 25Q: 3 clusters Score -576372.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -576393.812500 Penalty: 2774.905762
	Iteration 26Q: 3 clusters Score -576393.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -576416.437500 Penalty: 2774.905762
	Iteration 27Q: 3 clusters Score -576416.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -576434.500000 Penalty: 2774.905762
	Iteration 28Q: 3 clusters Score -576434.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -576448.250000 Penalty: 2774.905762
	Iteration 29Q: 3 clusters Score -576448.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -576460.125000 Penalty: 2774.905762
	Iteration 30Q: 3 clusters Score -576460.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -576475.875000 Penalty: 2774.905762
	Iteration 31Q: 3 clusters Score -576475.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -576491.250000 Penalty: 2774.905762
	Iteration 32Q: 3 clusters Score -576491.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -576499.687500 Penalty: 2774.905762
	Iteration 33Q: 3 clusters Score -576499.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -576507.375000 Penalty: 2774.905762
	Iteration 34Q: 3 clusters Score -576507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -576513.312500 Penalty: 2774.905762
	Iteration 35Q: 3 clusters Score -576513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -576515.000000 Penalty: 2774.905762
	Iteration 36Q: 3 clusters Score -576515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -576519.125000 Penalty: 2774.905762
	Iteration 37Q: 3 clusters Score -576519.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -576523.312500 Penalty: 2774.905762
	Iteration 38Q: 3 clusters Score -576523.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -576526.062500 Penalty: 2774.905762
	Iteration 39Q: 3 clusters Score -576526.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -576531.812500 Penalty: 2774.905762
	Iteration 40F: 3 clusters Score -576531.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -576535.500000 Penalty: 2774.905762
	Iteration 41Q: 3 clusters Score -576535.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -576542.562500 Penalty: 2774.905762
	Iteration 42Q: 3 clusters Score -576542.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -576551.812500 Penalty: 2774.905762
	Iteration 43Q: 3 clusters Score -576551.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -576558.187500 Penalty: 2774.905762
	Iteration 44Q: 3 clusters Score -576558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -576563.375000 Penalty: 2774.905762
	Iteration 45Q: 3 clusters Score -576563.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -576578.312500 Penalty: 2774.905762
	Iteration 46Q: 3 clusters Score -576578.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -576590.125000 Penalty: 2774.905762
	Iteration 47Q: 3 clusters Score -576590.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -576604.312500 Penalty: 2774.905762
	Iteration 48Q: 3 clusters Score -576604.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -576615.312500 Penalty: 2774.905762
	Iteration 49Q: 3 clusters Score -576615.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -576627.375000 Penalty: 2774.905762
	Iteration 50Q: 3 clusters Score -576627.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -576635.500000 Penalty: 2774.905762
	Iteration 51Q: 3 clusters Score -576635.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -576637.312500 Penalty: 2774.905762
	Iteration 52Q: 3 clusters Score -576637.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -576638.312500 Penalty: 2774.905762
	Iteration 53Q: 3 clusters Score -576638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -576639.250000 Penalty: 2774.905762
	Iteration 54Q: 3 clusters Score -576639.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -576640.875000 Penalty: 2774.905762
	Iteration 55Q: 3 clusters Score -576640.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -576640.812500 Penalty: 2774.905762
	Iteration 56Q: 3 clusters Score -576640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -576640.937500 Penalty: 2774.905762
	Iteration 57Q: 3 clusters Score -576640.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -576642.375000 Penalty: 2774.905762
	Iteration 58Q: 3 clusters Score -576642.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -576641.875000 Penalty: 2774.905762
	Iteration 59Q: 3 clusters Score -576641.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -576643.000000 Penalty: 2774.905762
	Iteration 60F: 3 clusters Score -576643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -576641.937500 Penalty: 2774.905762
	Iteration 61Q: 3 clusters Score -576641.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -576642.187500 Penalty: 2774.905762
	Iteration 62Q: 3 clusters Score -576642.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -576642.187500 Penalty: 2774.905762
	Iteration 63F: 3 clusters Score -576642.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Entering Unmasked Estep 
Score: -250432.484375 Penalty: 1251.444946
	Iteration 0F: 2 clusters Score -250432.5 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 1132 members 
Entering Unmasked Estep 
Score: -248189.921875 Penalty: 2502.889893
	Iteration 0F: 3 clusters Score -248189.9 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -248700.890625 Penalty: 2502.889893
	Iteration 1F: 3 clusters Score -248700.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -248810.890625 Penalty: 2502.889893
	Iteration 2F: 3 clusters Score -248810.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -248868.875000 Penalty: 2502.889893
	Iteration 3Q: 3 clusters Score -248868.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -248901.546875 Penalty: 2502.889893
	Iteration 4Q: 3 clusters Score -248901.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -248935.484375 Penalty: 2502.889893
	Iteration 5Q: 3 clusters Score -248935.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -248974.218750 Penalty: 2502.889893
	Iteration 6Q: 3 clusters Score -248974.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249011.703125 Penalty: 2502.889893
	Iteration 7Q: 3 clusters Score -249011.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -249041.140625 Penalty: 2502.889893
	Iteration 8Q: 3 clusters Score -249041.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249065.984375 Penalty: 2502.889893
	Iteration 9Q: 3 clusters Score -249066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249088.453125 Penalty: 2502.889893
	Iteration 10Q: 3 clusters Score -249088.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -249116.265625 Penalty: 2502.889893
	Iteration 11Q: 3 clusters Score -249116.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -249135.593750 Penalty: 2502.889893
	Iteration 12Q: 3 clusters Score -249135.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -249157.734375 Penalty: 2502.889893
	Iteration 13Q: 3 clusters Score -249157.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -249187.468750 Penalty: 2502.889893
	Iteration 14Q: 3 clusters Score -249187.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -249213.859375 Penalty: 2502.889893
	Iteration 15Q: 3 clusters Score -249213.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -249239.046875 Penalty: 2502.889893
	Iteration 16Q: 3 clusters Score -249239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -249254.921875 Penalty: 2502.889893
	Iteration 17Q: 3 clusters Score -249254.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -249271.937500 Penalty: 2502.889893
	Iteration 18Q: 3 clusters Score -249271.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -249289.843750 Penalty: 2502.889893
	Iteration 19Q: 3 clusters Score -249289.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -249305.203125 Penalty: 2502.889893
	Iteration 20F: 3 clusters Score -249305.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -249318.609375 Penalty: 2502.889893
	Iteration 21Q: 3 clusters Score -249318.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -249332.046875 Penalty: 2502.889893
	Iteration 22Q: 3 clusters Score -249332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -249338.390625 Penalty: 2502.889893
	Iteration 23Q: 3 clusters Score -249338.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -249342.671875 Penalty: 2502.889893
	Iteration 24Q: 3 clusters Score -249342.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -249346.093750 Penalty: 2502.889893
	Iteration 25Q: 3 clusters Score -249346.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -249348.796875 Penalty: 2502.889893
	Iteration 26Q: 3 clusters Score -249348.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -249353.203125 Penalty: 2502.889893
	Iteration 27Q: 3 clusters Score -249353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -249356.296875 Penalty: 2502.889893
	Iteration 28Q: 3 clusters Score -249356.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -249360.062500 Penalty: 2502.889893
	Iteration 29Q: 3 clusters Score -249360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -249363.234375 Penalty: 2502.889893
	Iteration 30Q: 3 clusters Score -249363.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -249368.046875 Penalty: 2502.889893
	Iteration 31Q: 3 clusters Score -249368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -249373.125000 Penalty: 2502.889893
	Iteration 32Q: 3 clusters Score -249373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -249377.187500 Penalty: 2502.889893
	Iteration 33Q: 3 clusters Score -249377.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -249379.328125 Penalty: 2502.889893
	Iteration 34Q: 3 clusters Score -249379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -249382.234375 Penalty: 2502.889893
	Iteration 35Q: 3 clusters Score -249382.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -249389.421875 Penalty: 2502.889893
	Iteration 36Q: 3 clusters Score -249389.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -249405.046875 Penalty: 2502.889893
	Iteration 37Q: 3 clusters Score -249405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -249427.140625 Penalty: 2502.889893
	Iteration 38Q: 3 clusters Score -249427.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -249454.843750 Penalty: 2502.889893
	Iteration 39Q: 3 clusters Score -249454.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -249500.296875 Penalty: 2502.889893
	Iteration 40F: 3 clusters Score -249500.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -249524.000000 Penalty: 2502.889893
	Iteration 41Q: 3 clusters Score -249524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -249537.875000 Penalty: 2502.889893
	Iteration 42Q: 3 clusters Score -249537.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -249549.406250 Penalty: 2502.889893
	Iteration 43Q: 3 clusters Score -249549.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -249555.734375 Penalty: 2502.889893
	Iteration 44Q: 3 clusters Score -249555.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -249562.968750 Penalty: 2502.889893
	Iteration 45Q: 3 clusters Score -249563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -249566.843750 Penalty: 2502.889893
	Iteration 46Q: 3 clusters Score -249566.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -249570.968750 Penalty: 2502.889893
	Iteration 47Q: 3 clusters Score -249571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -249572.750000 Penalty: 2502.889893
	Iteration 48Q: 3 clusters Score -249572.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -249573.109375 Penalty: 2502.889893
	Iteration 49Q: 3 clusters Score -249573.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -249573.859375 Penalty: 2502.889893
	Iteration 50Q: 3 clusters Score -249573.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -249574.062500 Penalty: 2502.889893
	Iteration 51Q: 3 clusters Score -249574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -249574.140625 Penalty: 2502.889893
	Iteration 52Q: 3 clusters Score -249574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -249575.140625 Penalty: 2502.889893
	Iteration 53Q: 3 clusters Score -249575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -249575.140625 Penalty: 2502.889893
	Iteration 54F: 3 clusters Score -249575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Entering Unmasked Estep 
Score: -625757.187500 Penalty: 1398.494385
	Iteration 0F: 2 clusters Score -625757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -621485.875000 Penalty: 2796.988770
	Iteration 0F: 3 clusters Score -621485.9 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -622835.875000 Penalty: 2796.988770
	Iteration 1F: 3 clusters Score -622835.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -623174.812500 Penalty: 2796.988770
	Iteration 2F: 3 clusters Score -623174.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -623419.312500 Penalty: 2796.988770
	Iteration 3F: 3 clusters Score -623419.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -623605.500000 Penalty: 2796.988770
	Iteration 4F: 3 clusters Score -623605.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -623784.250000 Penalty: 2796.988770
	Iteration 5F: 3 clusters Score -623784.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -623956.625000 Penalty: 2796.988770
	Iteration 6Q: 3 clusters Score -623956.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -624163.250000 Penalty: 2796.988770
	Iteration 7F: 3 clusters Score -624163.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -624376.437500 Penalty: 2796.988770
	Iteration 8F: 3 clusters Score -624376.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -624564.812500 Penalty: 2796.988770
	Iteration 9Q: 3 clusters Score -624564.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -624732.812500 Penalty: 2796.988770
	Iteration 10Q: 3 clusters Score -624732.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -624869.187500 Penalty: 2796.988770
	Iteration 11Q: 3 clusters Score -624869.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -624948.750000 Penalty: 2796.988770
	Iteration 12Q: 3 clusters Score -624948.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -625002.312500 Penalty: 2796.988770
	Iteration 13Q: 3 clusters Score -625002.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -625034.750000 Penalty: 2796.988770
	Iteration 14Q: 3 clusters Score -625034.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -625063.125000 Penalty: 2796.988770
	Iteration 15Q: 3 clusters Score -625063.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -625084.812500 Penalty: 2796.988770
	Iteration 16Q: 3 clusters Score -625084.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -625095.687500 Penalty: 2796.988770
	Iteration 17Q: 3 clusters Score -625095.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -625106.250000 Penalty: 2796.988770
	Iteration 18Q: 3 clusters Score -625106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -625110.062500 Penalty: 2796.988770
	Iteration 19Q: 3 clusters Score -625110.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -625111.312500 Penalty: 2796.988770
	Iteration 20F: 3 clusters Score -625111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -625111.187500 Penalty: 2796.988770
	Iteration 21Q: 3 clusters Score -625111.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -625111.187500 Penalty: 2796.988770
	Iteration 22F: 3 clusters Score -625111.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Entering Unmasked Estep 
Score: -1166519.250000 Penalty: 1500.534180
	Iteration 0F: 2 clusters Score -1166519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1159250.250000 Penalty: 3001.068359
	Iteration 0F: 3 clusters Score -1159250 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1161516.125000 Penalty: 3001.068359
	Iteration 1F: 3 clusters Score -1161516 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1161711.875000 Penalty: 3001.068359
	Iteration 2F: 3 clusters Score -1161712 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1161888.625000 Penalty: 3001.068359
	Iteration 3Q: 3 clusters Score -1161889 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1162034.625000 Penalty: 3001.068359
	Iteration 4Q: 3 clusters Score -1162035 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1162197.750000 Penalty: 3001.068359
	Iteration 5Q: 3 clusters Score -1162198 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -1162396.125000 Penalty: 3001.068359
	Iteration 6Q: 3 clusters Score -1162396 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1162657.625000 Penalty: 3001.068359
	Iteration 7Q: 3 clusters Score -1162658 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1163005.500000 Penalty: 3001.068359
	Iteration 8F: 3 clusters Score -1163006 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1163456.000000 Penalty: 3001.068359
	Iteration 9F: 3 clusters Score -1163456 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1163960.250000 Penalty: 3001.068359
	Iteration 10F: 3 clusters Score -1163960 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1164392.750000 Penalty: 3001.068359
	Iteration 11Q: 3 clusters Score -1164393 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1164698.375000 Penalty: 3001.068359
	Iteration 12Q: 3 clusters Score -1164698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1164901.750000 Penalty: 3001.068359
	Iteration 13Q: 3 clusters Score -1164902 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1165020.000000 Penalty: 3001.068359
	Iteration 14Q: 3 clusters Score -1165020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1165096.000000 Penalty: 3001.068359
	Iteration 15Q: 3 clusters Score -1165096 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1165153.375000 Penalty: 3001.068359
	Iteration 16Q: 3 clusters Score -1165153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1165204.125000 Penalty: 3001.068359
	Iteration 17Q: 3 clusters Score -1165204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1165236.750000 Penalty: 3001.068359
	Iteration 18Q: 3 clusters Score -1165237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1165256.500000 Penalty: 3001.068359
	Iteration 19Q: 3 clusters Score -1165256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1165269.250000 Penalty: 3001.068359
	Iteration 20F: 3 clusters Score -1165269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1165272.125000 Penalty: 3001.068359
	Iteration 21Q: 3 clusters Score -1165272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1165277.875000 Penalty: 3001.068359
	Iteration 22Q: 3 clusters Score -1165278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1165281.000000 Penalty: 3001.068359
	Iteration 23Q: 3 clusters Score -1165281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1165286.375000 Penalty: 3001.068359
	Iteration 24Q: 3 clusters Score -1165286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1165288.500000 Penalty: 3001.068359
	Iteration 25Q: 3 clusters Score -1165288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1165293.000000 Penalty: 3001.068359
	Iteration 26Q: 3 clusters Score -1165293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1165294.750000 Penalty: 3001.068359
	Iteration 27Q: 3 clusters Score -1165295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1165297.625000 Penalty: 3001.068359
	Iteration 28Q: 3 clusters Score -1165298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -1165297.375000 Penalty: 3001.068359
	Iteration 29Q: 3 clusters Score -1165297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1165299.000000 Penalty: 3001.068359
	Iteration 30Q: 3 clusters Score -1165299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1165299.000000 Penalty: 3001.068359
	Iteration 31F: 3 clusters Score -1165299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Entering Unmasked Estep 
Score: -539871.750000 Penalty: 1372.460815
	Iteration 0F: 2 clusters Score -539871.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -536096.000000 Penalty: 2744.921631
	Iteration 0F: 3 clusters Score -536096 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -537108.312500 Penalty: 2744.921631
	Iteration 1F: 3 clusters Score -537108.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -537241.750000 Penalty: 2744.921631
	Iteration 2F: 3 clusters Score -537241.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -537347.062500 Penalty: 2744.921631
	Iteration 3Q: 3 clusters Score -537347.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -537438.375000 Penalty: 2744.921631
	Iteration 4Q: 3 clusters Score -537438.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -537511.750000 Penalty: 2744.921631
	Iteration 5Q: 3 clusters Score -537511.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -537573.750000 Penalty: 2744.921631
	Iteration 6Q: 3 clusters Score -537573.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -537632.500000 Penalty: 2744.921631
	Iteration 7Q: 3 clusters Score -537632.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -537691.812500 Penalty: 2744.921631
	Iteration 8Q: 3 clusters Score -537691.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -537761.687500 Penalty: 2744.921631
	Iteration 9Q: 3 clusters Score -537761.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -537836.187500 Penalty: 2744.921631
	Iteration 10Q: 3 clusters Score -537836.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -537931.500000 Penalty: 2744.921631
	Iteration 11Q: 3 clusters Score -537931.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -538060.875000 Penalty: 2744.921631
	Iteration 12Q: 3 clusters Score -538060.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -538183.687500 Penalty: 2744.921631
	Iteration 13Q: 3 clusters Score -538183.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -538308.812500 Penalty: 2744.921631
	Iteration 14Q: 3 clusters Score -538308.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -538438.312500 Penalty: 2744.921631
	Iteration 15Q: 3 clusters Score -538438.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -538527.125000 Penalty: 2744.921631
	Iteration 16Q: 3 clusters Score -538527.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -538604.500000 Penalty: 2744.921631
	Iteration 17Q: 3 clusters Score -538604.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -538665.187500 Penalty: 2744.921631
	Iteration 18Q: 3 clusters Score -538665.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -538695.187500 Penalty: 2744.921631
	Iteration 19Q: 3 clusters Score -538695.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -538720.437500 Penalty: 2744.921631
	Iteration 20F: 3 clusters Score -538720.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -538736.125000 Penalty: 2744.921631
	Iteration 21Q: 3 clusters Score -538736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -538748.062500 Penalty: 2744.921631
	Iteration 22Q: 3 clusters Score -538748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -538755.750000 Penalty: 2744.921631
	Iteration 23Q: 3 clusters Score -538755.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -538761.187500 Penalty: 2744.921631
	Iteration 24Q: 3 clusters Score -538761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -538763.812500 Penalty: 2744.921631
	Iteration 25Q: 3 clusters Score -538763.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -538763.812500 Penalty: 2744.921631
	Iteration 26F: 3 clusters Score -538763.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28451 members 
Entering Unmasked Estep 
Score: -3273092.500000 Penalty: 1666.589966
	Iteration 0F: 2 clusters Score -3273092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3253997.750000 Penalty: 3333.179932
	Iteration 0F: 3 clusters Score -3253998 nChanged 13078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3261849.500000 Penalty: 3333.179932
	Iteration 1F: 3 clusters Score -3261850 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -3262757.000000 Penalty: 3333.179932
	Iteration 2F: 3 clusters Score -3262757 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -3263802.500000 Penalty: 3333.179932
	Iteration 3F: 3 clusters Score -3263802 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -3264793.000000 Penalty: 3333.179932
	Iteration 4F: 3 clusters Score -3264793 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3265675.250000 Penalty: 3333.179932
	Iteration 5F: 3 clusters Score -3265675 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -3266409.250000 Penalty: 3333.179932
	Iteration 6F: 3 clusters Score -3266409 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -3267026.500000 Penalty: 3333.179932
	Iteration 7Q: 3 clusters Score -3267026 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -3267524.250000 Penalty: 3333.179932
	Iteration 8Q: 3 clusters Score -3267524 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -3268007.250000 Penalty: 3333.179932
	Iteration 9Q: 3 clusters Score -3268007 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3268472.750000 Penalty: 3333.179932
	Iteration 10Q: 3 clusters Score -3268473 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -3268931.250000 Penalty: 3333.179932
	Iteration 11Q: 3 clusters Score -3268931 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -3269396.000000 Penalty: 3333.179932
	Iteration 12Q: 3 clusters Score -3269396 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -3269932.750000 Penalty: 3333.179932
	Iteration 13Q: 3 clusters Score -3269933 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3270325.000000 Penalty: 3333.179932
	Iteration 14Q: 3 clusters Score -3270325 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3270639.250000 Penalty: 3333.179932
	Iteration 15Q: 3 clusters Score -3270639 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -3270894.500000 Penalty: 3333.179932
	Iteration 16Q: 3 clusters Score -3270894 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3271115.750000 Penalty: 3333.179932
	Iteration 17Q: 3 clusters Score -3271116 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -3271303.000000 Penalty: 3333.179932
	Iteration 18Q: 3 clusters Score -3271303 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -3271461.250000 Penalty: 3333.179932
	Iteration 19Q: 3 clusters Score -3271461 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3271585.500000 Penalty: 3333.179932
	Iteration 20F: 3 clusters Score -3271586 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3271648.000000 Penalty: 3333.179932
	Iteration 21Q: 3 clusters Score -3271648 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3271725.500000 Penalty: 3333.179932
	Iteration 22Q: 3 clusters Score -3271726 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3271776.750000 Penalty: 3333.179932
	Iteration 23Q: 3 clusters Score -3271777 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3271833.500000 Penalty: 3333.179932
	Iteration 24Q: 3 clusters Score -3271834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3271879.500000 Penalty: 3333.179932
	Iteration 25Q: 3 clusters Score -3271880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3271947.250000 Penalty: 3333.179932
	Iteration 26Q: 3 clusters Score -3271947 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -3272000.750000 Penalty: 3333.179932
	Iteration 27Q: 3 clusters Score -3272001 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3272036.250000 Penalty: 3333.179932
	Iteration 28Q: 3 clusters Score -3272036 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3272069.250000 Penalty: 3333.179932
	Iteration 29Q: 3 clusters Score -3272069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3272111.000000 Penalty: 3333.179932
	Iteration 30Q: 3 clusters Score -3272111 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3272209.000000 Penalty: 3333.179932
	Iteration 31Q: 3 clusters Score -3272209 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3272340.500000 Penalty: 3333.179932
	Iteration 32Q: 3 clusters Score -3272340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3272433.250000 Penalty: 3333.179932
	Iteration 33Q: 3 clusters Score -3272433 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3272471.500000 Penalty: 3333.179932
	Iteration 34Q: 3 clusters Score -3272472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3272489.250000 Penalty: 3333.179932
	Iteration 35Q: 3 clusters Score -3272489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3272506.500000 Penalty: 3333.179932
	Iteration 36Q: 3 clusters Score -3272506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3272510.000000 Penalty: 3333.179932
	Iteration 37Q: 3 clusters Score -3272510 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -3272521.250000 Penalty: 3333.179932
	Iteration 38Q: 3 clusters Score -3272521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3272522.250000 Penalty: 3333.179932
	Iteration 39Q: 3 clusters Score -3272522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3272523.250000 Penalty: 3333.179932
	Iteration 40F: 3 clusters Score -3272523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -3272525.750000 Penalty: 3333.179932
	Iteration 41Q: 3 clusters Score -3272526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3272524.750000 Penalty: 3333.179932
	Iteration 42Q: 3 clusters Score -3272525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3272523.500000 Penalty: 3333.179932
	Iteration 43Q: 3 clusters Score -3272524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3272522.250000 Penalty: 3333.179932
	Iteration 44Q: 3 clusters Score -3272522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3272528.000000 Penalty: 3333.179932
	Iteration 45Q: 3 clusters Score -3272528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3272532.000000 Penalty: 3333.179932
	Iteration 46Q: 3 clusters Score -3272532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3272533.250000 Penalty: 3333.179932
	Iteration 47Q: 3 clusters Score -3272533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -3272534.000000 Penalty: 3333.179932
	Iteration 48Q: 3 clusters Score -3272534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3272535.500000 Penalty: 3333.179932
	Iteration 49Q: 3 clusters Score -3272536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3272532.500000 Penalty: 3333.179932
	Iteration 50Q: 3 clusters Score -3272532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3272533.750000 Penalty: 3333.179932
	Iteration 51Q: 3 clusters Score -3272534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3272534.500000 Penalty: 3333.179932
	Iteration 52Q: 3 clusters Score -3272534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3272534.500000 Penalty: 3333.179932
	Iteration 53F: 3 clusters Score -3272534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -417537.500000 Penalty: 1331.337646
	Iteration 0F: 2 clusters Score -417537.5 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 1820 members 
Entering Unmasked Estep 
Score: -414441.656250 Penalty: 2662.675293
	Iteration 0F: 3 clusters Score -414441.7 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -415206.500000 Penalty: 2662.675293
	Iteration 1F: 3 clusters Score -415206.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -415370.625000 Penalty: 2662.675293
	Iteration 2F: 3 clusters Score -415370.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -415459.406250 Penalty: 2662.675293
	Iteration 3F: 3 clusters Score -415459.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -415512.125000 Penalty: 2662.675293
	Iteration 4Q: 3 clusters Score -415512.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -415558.093750 Penalty: 2662.675293
	Iteration 5Q: 3 clusters Score -415558.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -415585.312500 Penalty: 2662.675293
	Iteration 6Q: 3 clusters Score -415585.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -415607.625000 Penalty: 2662.675293
	Iteration 7Q: 3 clusters Score -415607.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -415621.125000 Penalty: 2662.675293
	Iteration 8Q: 3 clusters Score -415621.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -415631.281250 Penalty: 2662.675293
	Iteration 9Q: 3 clusters Score -415631.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -415638.468750 Penalty: 2662.675293
	Iteration 10Q: 3 clusters Score -415638.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -415646.093750 Penalty: 2662.675293
	Iteration 11Q: 3 clusters Score -415646.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -415652.187500 Penalty: 2662.675293
	Iteration 12Q: 3 clusters Score -415652.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -415659.437500 Penalty: 2662.675293
	Iteration 13Q: 3 clusters Score -415659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -415665.687500 Penalty: 2662.675293
	Iteration 14Q: 3 clusters Score -415665.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -415672.687500 Penalty: 2662.675293
	Iteration 15Q: 3 clusters Score -415672.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -415679.625000 Penalty: 2662.675293
	Iteration 16Q: 3 clusters Score -415679.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -415685.687500 Penalty: 2662.675293
	Iteration 17Q: 3 clusters Score -415685.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -415690.687500 Penalty: 2662.675293
	Iteration 18Q: 3 clusters Score -415690.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -415696.437500 Penalty: 2662.675293
	Iteration 19Q: 3 clusters Score -415696.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -415700.156250 Penalty: 2662.675293
	Iteration 20F: 3 clusters Score -415700.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -415702.500000 Penalty: 2662.675293
	Iteration 21Q: 3 clusters Score -415702.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -415705.687500 Penalty: 2662.675293
	Iteration 22Q: 3 clusters Score -415705.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -415708.031250 Penalty: 2662.675293
	Iteration 23Q: 3 clusters Score -415708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -415711.312500 Penalty: 2662.675293
	Iteration 24Q: 3 clusters Score -415711.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -415711.937500 Penalty: 2662.675293
	Iteration 25Q: 3 clusters Score -415711.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -415714.187500 Penalty: 2662.675293
	Iteration 26Q: 3 clusters Score -415714.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -415717.156250 Penalty: 2662.675293
	Iteration 27Q: 3 clusters Score -415717.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -415720.625000 Penalty: 2662.675293
	Iteration 28Q: 3 clusters Score -415720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -415724.500000 Penalty: 2662.675293
	Iteration 29Q: 3 clusters Score -415724.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -415730.250000 Penalty: 2662.675293
	Iteration 30Q: 3 clusters Score -415730.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -415736.718750 Penalty: 2662.675293
	Iteration 31Q: 3 clusters Score -415736.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -415743.906250 Penalty: 2662.675293
	Iteration 32Q: 3 clusters Score -415743.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -415751.687500 Penalty: 2662.675293
	Iteration 33Q: 3 clusters Score -415751.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -415757.656250 Penalty: 2662.675293
	Iteration 34Q: 3 clusters Score -415757.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -415762.125000 Penalty: 2662.675293
	Iteration 35Q: 3 clusters Score -415762.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -415763.375000 Penalty: 2662.675293
	Iteration 36Q: 3 clusters Score -415763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -415765.281250 Penalty: 2662.675293
	Iteration 37Q: 3 clusters Score -415765.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -415767.968750 Penalty: 2662.675293
	Iteration 38Q: 3 clusters Score -415768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -415770.593750 Penalty: 2662.675293
	Iteration 39Q: 3 clusters Score -415770.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -415773.718750 Penalty: 2662.675293
	Iteration 40F: 3 clusters Score -415773.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -415778.156250 Penalty: 2662.675293
	Iteration 41Q: 3 clusters Score -415778.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -415781.750000 Penalty: 2662.675293
	Iteration 42Q: 3 clusters Score -415781.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -415784.343750 Penalty: 2662.675293
	Iteration 43Q: 3 clusters Score -415784.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -415788.125000 Penalty: 2662.675293
	Iteration 44Q: 3 clusters Score -415788.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -415790.968750 Penalty: 2662.675293
	Iteration 45Q: 3 clusters Score -415791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -415793.718750 Penalty: 2662.675293
	Iteration 46Q: 3 clusters Score -415793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -415795.031250 Penalty: 2662.675293
	Iteration 47Q: 3 clusters Score -415795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -415797.875000 Penalty: 2662.675293
	Iteration 48Q: 3 clusters Score -415797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -415801.406250 Penalty: 2662.675293
	Iteration 49Q: 3 clusters Score -415801.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -415806.531250 Penalty: 2662.675293
	Iteration 50Q: 3 clusters Score -415806.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -415809.906250 Penalty: 2662.675293
	Iteration 51Q: 3 clusters Score -415809.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -415814.718750 Penalty: 2662.675293
	Iteration 52Q: 3 clusters Score -415814.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -415819.343750 Penalty: 2662.675293
	Iteration 53Q: 3 clusters Score -415819.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -415827.531250 Penalty: 2662.675293
	Iteration 54Q: 3 clusters Score -415827.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -415833.812500 Penalty: 2662.675293
	Iteration 55Q: 3 clusters Score -415833.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -415841.406250 Penalty: 2662.675293
	Iteration 56Q: 3 clusters Score -415841.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -415851.906250 Penalty: 2662.675293
	Iteration 57Q: 3 clusters Score -415851.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -415864.437500 Penalty: 2662.675293
	Iteration 58Q: 3 clusters Score -415864.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -415872.687500 Penalty: 2662.675293
	Iteration 59Q: 3 clusters Score -415872.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -415886.062500 Penalty: 2662.675293
	Iteration 60F: 3 clusters Score -415886.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -415901.343750 Penalty: 2662.675293
	Iteration 61Q: 3 clusters Score -415901.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -415918.000000 Penalty: 2662.675293
	Iteration 62Q: 3 clusters Score -415918 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -415941.218750 Penalty: 2662.675293
	Iteration 63Q: 3 clusters Score -415941.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -415967.125000 Penalty: 2662.675293
	Iteration 64Q: 3 clusters Score -415967.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -415987.000000 Penalty: 2662.675293
	Iteration 65Q: 3 clusters Score -415987 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -415999.718750 Penalty: 2662.675293
	Iteration 66Q: 3 clusters Score -415999.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -416016.312500 Penalty: 2662.675293
	Iteration 67Q: 3 clusters Score -416016.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -416029.687500 Penalty: 2662.675293
	Iteration 68Q: 3 clusters Score -416029.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -416053.093750 Penalty: 2662.675293
	Iteration 69Q: 3 clusters Score -416053.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -416080.406250 Penalty: 2662.675293
	Iteration 70Q: 3 clusters Score -416080.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -416118.250000 Penalty: 2662.675293
	Iteration 71Q: 3 clusters Score -416118.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -416153.656250 Penalty: 2662.675293
	Iteration 72Q: 3 clusters Score -416153.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -416183.218750 Penalty: 2662.675293
	Iteration 73Q: 3 clusters Score -416183.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -416215.125000 Penalty: 2662.675293
	Iteration 74Q: 3 clusters Score -416215.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -416238.125000 Penalty: 2662.675293
	Iteration 75Q: 3 clusters Score -416238.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -416257.812500 Penalty: 2662.675293
	Iteration 76Q: 3 clusters Score -416257.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -416271.187500 Penalty: 2662.675293
	Iteration 77Q: 3 clusters Score -416271.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -416281.500000 Penalty: 2662.675293
	Iteration 78Q: 3 clusters Score -416281.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -416288.156250 Penalty: 2662.675293
	Iteration 79Q: 3 clusters Score -416288.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -416294.781250 Penalty: 2662.675293
	Iteration 80F: 3 clusters Score -416294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -416303.437500 Penalty: 2662.675293
	Iteration 81Q: 3 clusters Score -416303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -416312.437500 Penalty: 2662.675293
	Iteration 82Q: 3 clusters Score -416312.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -416318.843750 Penalty: 2662.675293
	Iteration 83Q: 3 clusters Score -416318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -416325.125000 Penalty: 2662.675293
	Iteration 84Q: 3 clusters Score -416325.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -416325.187500 Penalty: 2662.675293
	Iteration 85Q: 3 clusters Score -416325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -416326.687500 Penalty: 2662.675293
	Iteration 86Q: 3 clusters Score -416326.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -416331.000000 Penalty: 2662.675293
	Iteration 87Q: 3 clusters Score -416331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -416333.968750 Penalty: 2662.675293
	Iteration 88Q: 3 clusters Score -416334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -416336.093750 Penalty: 2662.675293
	Iteration 89Q: 3 clusters Score -416336.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -416339.812500 Penalty: 2662.675293
	Iteration 90Q: 3 clusters Score -416339.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -416346.125000 Penalty: 2662.675293
	Iteration 91Q: 3 clusters Score -416346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -416349.968750 Penalty: 2662.675293
	Iteration 92Q: 3 clusters Score -416350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -416350.031250 Penalty: 2662.675293
	Iteration 93Q: 3 clusters Score -416350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -416351.343750 Penalty: 2662.675293
	Iteration 94Q: 3 clusters Score -416351.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -416353.218750 Penalty: 2662.675293
	Iteration 95Q: 3 clusters Score -416353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -416357.937500 Penalty: 2662.675293
	Iteration 96Q: 3 clusters Score -416357.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -416361.312500 Penalty: 2662.675293
	Iteration 97Q: 3 clusters Score -416361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -416362.906250 Penalty: 2662.675293
	Iteration 98Q: 3 clusters Score -416362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -416364.281250 Penalty: 2662.675293
	Iteration 99Q: 3 clusters Score -416364.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -416369.500000 Penalty: 2662.675293
	Iteration 100F: 3 clusters Score -416369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -416371.468750 Penalty: 2662.675293
	Iteration 101Q: 3 clusters Score -416371.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -416377.875000 Penalty: 2662.675293
	Iteration 102Q: 3 clusters Score -416377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -416382.500000 Penalty: 2662.675293
	Iteration 103Q: 3 clusters Score -416382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -416384.000000 Penalty: 2662.675293
	Iteration 104Q: 3 clusters Score -416384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -416384.968750 Penalty: 2662.675293
	Iteration 105Q: 3 clusters Score -416385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -416384.968750 Penalty: 2662.675293
	Iteration 106F: 3 clusters Score -416385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -166297.484375 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -166297.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -164351.234375 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -164351.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -165074.703125 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -165074.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -165405.781250 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -165405.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -165676.296875 Penalty: 2438.748291
	Iteration 3F: 3 clusters Score -165676.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165847.468750 Penalty: 2438.748291
	Iteration 4F: 3 clusters Score -165847.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -165960.578125 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -165960.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -166047.281250 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -166047.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -166104.625000 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -166104.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -166148.609375 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -166148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -166183.718750 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -166183.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -166211.640625 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -166211.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -166230.187500 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -166230.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -166262.000000 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -166262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -166296.906250 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -166296.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -166317.187500 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -166317.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166332.546875 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -166332.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -166340.406250 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -166340.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -166349.046875 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -166349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -166360.921875 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -166360.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -166365.296875 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -166365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -166369.453125 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -166369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -166370.906250 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -166370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -166373.468750 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -166373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -166374.218750 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -166374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -166375.062500 Penalty: 2438.748291
	Iteration 24Q: 3 clusters Score -166375.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -166375.515625 Penalty: 2438.748291
	Iteration 25Q: 3 clusters Score -166375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -166375.515625 Penalty: 2438.748291
	Iteration 26F: 3 clusters Score -166375.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 974 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 3806 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 841 members 
Entering Unmasked Estep 
Score: -40118256.000000 Penalty: 76950.445312
Splitting cluster 17 changes total score from -40119016.000000 to -40118256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (88249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88249 members 
Entering Unmasked Estep 
Score: -10121365.000000 Penalty: 1850.536621
	Iteration 0F: 2 clusters Score -1.012136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 43961 members 
Entering Unmasked Estep 
Score: -10062553.000000 Penalty: 3701.073242
	Iteration 0F: 3 clusters Score -1.006255e+07 nChanged 41952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -10086382.000000 Penalty: 3701.073242
	Iteration 1F: 3 clusters Score -1.008638e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47931 members 
Mstep: Class 2 contains 40318 members 
Entering Unmasked Estep 
Score: -10087146.000000 Penalty: 3701.073242
	Iteration 2Q: 3 clusters Score -1.008715e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 38098 members 
Entering Unmasked Estep 
Score: -10088438.000000 Penalty: 3701.073242
	Iteration 3Q: 3 clusters Score -1.008844e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -10090347.000000 Penalty: 3701.073242
	Iteration 4Q: 3 clusters Score -1.009035e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58094 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -10093482.000000 Penalty: 3701.073242
	Iteration 5F: 3 clusters Score -1.009348e+07 nChanged 6370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64158 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -10098227.000000 Penalty: 3701.073242
	Iteration 6F: 3 clusters Score -1.009823e+07 nChanged 6909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70905 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -10104460.000000 Penalty: 3701.073242
	Iteration 7F: 3 clusters Score -1.010446e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77078 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -10110439.000000 Penalty: 3701.073242
	Iteration 8F: 3 clusters Score -1.011044e+07 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -10114710.000000 Penalty: 3701.073242
	Iteration 9F: 3 clusters Score -1.011471e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -10117356.000000 Penalty: 3701.073242
	Iteration 10Q: 3 clusters Score -1.011736e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85768 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -10118674.000000 Penalty: 3701.073242
	Iteration 11Q: 3 clusters Score -1.011867e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86488 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10119304.000000 Penalty: 3701.073242
	Iteration 12Q: 3 clusters Score -1.01193e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86891 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -10119680.000000 Penalty: 3701.073242
	Iteration 13Q: 3 clusters Score -1.011968e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87098 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10119867.000000 Penalty: 3701.073242
	Iteration 14Q: 3 clusters Score -1.011987e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87241 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10119985.000000 Penalty: 3701.073242
	Iteration 15Q: 3 clusters Score -1.011998e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87311 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -10120077.000000 Penalty: 3701.073242
	Iteration 16Q: 3 clusters Score -1.012008e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87368 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10120164.000000 Penalty: 3701.073242
	Iteration 17Q: 3 clusters Score -1.012016e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -10120192.000000 Penalty: 3701.073242
	Iteration 18Q: 3 clusters Score -1.012019e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -10120217.000000 Penalty: 3701.073242
	Iteration 19Q: 3 clusters Score -1.012022e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10120229.000000 Penalty: 3701.073242
	Iteration 20F: 3 clusters Score -1.012023e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10120224.000000 Penalty: 3701.073242
	Iteration 21Q: 3 clusters Score -1.012022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10120232.000000 Penalty: 3701.073242
	Iteration 22Q: 3 clusters Score -1.012023e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87390 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -10120246.000000 Penalty: 3701.073242
	Iteration 23Q: 3 clusters Score -1.012025e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87395 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10120247.000000 Penalty: 3701.073242
	Iteration 24Q: 3 clusters Score -1.012025e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87402 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10120258.000000 Penalty: 3701.073242
	Iteration 25Q: 3 clusters Score -1.012026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87410 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -10120264.000000 Penalty: 3701.073242
	Iteration 26Q: 3 clusters Score -1.012026e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10120272.000000 Penalty: 3701.073242
	Iteration 27Q: 3 clusters Score -1.012027e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87422 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -10120279.000000 Penalty: 3701.073242
	Iteration 28Q: 3 clusters Score -1.012028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87424 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10120282.000000 Penalty: 3701.073242
	Iteration 29Q: 3 clusters Score -1.012028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -10120295.000000 Penalty: 3701.073242
	Iteration 30Q: 3 clusters Score -1.01203e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10120301.000000 Penalty: 3701.073242
	Iteration 31Q: 3 clusters Score -1.01203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87425 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -10120320.000000 Penalty: 3701.073242
	Iteration 32Q: 3 clusters Score -1.012032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -10120344.000000 Penalty: 3701.073242
	Iteration 33Q: 3 clusters Score -1.012034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10120348.000000 Penalty: 3701.073242
	Iteration 34Q: 3 clusters Score -1.012035e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87439 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -10120378.000000 Penalty: 3701.073242
	Iteration 35Q: 3 clusters Score -1.012038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87436 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -10120397.000000 Penalty: 3701.073242
	Iteration 36Q: 3 clusters Score -1.01204e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87434 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10120407.000000 Penalty: 3701.073242
	Iteration 37Q: 3 clusters Score -1.012041e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -10120424.000000 Penalty: 3701.073242
	Iteration 38Q: 3 clusters Score -1.012042e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87433 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -10120433.000000 Penalty: 3701.073242
	Iteration 39Q: 3 clusters Score -1.012043e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87426 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -10120438.000000 Penalty: 3701.073242
	Iteration 40F: 3 clusters Score -1.012044e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87419 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10120424.000000 Penalty: 3701.073242
	Iteration 41Q: 3 clusters Score -1.012042e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87409 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -10120433.000000 Penalty: 3701.073242
	Iteration 42Q: 3 clusters Score -1.012043e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87406 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10120445.000000 Penalty: 3701.073242
	Iteration 43Q: 3 clusters Score -1.012044e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87405 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -10120442.000000 Penalty: 3701.073242
	Iteration 44Q: 3 clusters Score -1.012044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -10120452.000000 Penalty: 3701.073242
	Iteration 45Q: 3 clusters Score -1.012045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87391 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10120450.000000 Penalty: 3701.073242
	Iteration 46Q: 3 clusters Score -1.012045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87386 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10120449.000000 Penalty: 3701.073242
	Iteration 47Q: 3 clusters Score -1.012045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10120454.000000 Penalty: 3701.073242
	Iteration 48Q: 3 clusters Score -1.012045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -10120458.000000 Penalty: 3701.073242
	Iteration 49Q: 3 clusters Score -1.012046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10120469.000000 Penalty: 3701.073242
	Iteration 50Q: 3 clusters Score -1.012047e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10120467.000000 Penalty: 3701.073242
	Iteration 51Q: 3 clusters Score -1.012047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10120468.000000 Penalty: 3701.073242
	Iteration 52Q: 3 clusters Score -1.012047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10120468.000000 Penalty: 3701.073242
	Iteration 53F: 3 clusters Score -1.012047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Entering Unmasked Estep 
Score: -969355.062500 Penalty: 1470.519287
	Iteration 0F: 2 clusters Score -969355.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -963125.437500 Penalty: 2941.038574
	Iteration 0F: 3 clusters Score -963125.4 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -965069.562500 Penalty: 2941.038574
	Iteration 1F: 3 clusters Score -965069.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -965326.625000 Penalty: 2941.038574
	Iteration 2F: 3 clusters Score -965326.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -965489.000000 Penalty: 2941.038574
	Iteration 3F: 3 clusters Score -965489 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -965612.812500 Penalty: 2941.038574
	Iteration 4Q: 3 clusters Score -965612.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -965714.562500 Penalty: 2941.038574
	Iteration 5Q: 3 clusters Score -965714.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -965787.437500 Penalty: 2941.038574
	Iteration 6Q: 3 clusters Score -965787.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -965855.687500 Penalty: 2941.038574
	Iteration 7Q: 3 clusters Score -965855.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -965924.625000 Penalty: 2941.038574
	Iteration 8Q: 3 clusters Score -965924.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -966012.187500 Penalty: 2941.038574
	Iteration 9Q: 3 clusters Score -966012.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -966116.250000 Penalty: 2941.038574
	Iteration 10Q: 3 clusters Score -966116.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -966249.062500 Penalty: 2941.038574
	Iteration 11Q: 3 clusters Score -966249.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -966417.250000 Penalty: 2941.038574
	Iteration 12Q: 3 clusters Score -966417.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -966656.000000 Penalty: 2941.038574
	Iteration 13Q: 3 clusters Score -966656 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -966954.125000 Penalty: 2941.038574
	Iteration 14Q: 3 clusters Score -966954.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -967252.437500 Penalty: 2941.038574
	Iteration 15Q: 3 clusters Score -967252.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -967520.375000 Penalty: 2941.038574
	Iteration 16Q: 3 clusters Score -967520.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -967710.812500 Penalty: 2941.038574
	Iteration 17Q: 3 clusters Score -967710.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -967876.625000 Penalty: 2941.038574
	Iteration 18Q: 3 clusters Score -967876.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -968000.812500 Penalty: 2941.038574
	Iteration 19Q: 3 clusters Score -968000.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -968069.500000 Penalty: 2941.038574
	Iteration 20F: 3 clusters Score -968069.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -968111.875000 Penalty: 2941.038574
	Iteration 21Q: 3 clusters Score -968111.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -968134.250000 Penalty: 2941.038574
	Iteration 22Q: 3 clusters Score -968134.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -968145.375000 Penalty: 2941.038574
	Iteration 23Q: 3 clusters Score -968145.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -968157.937500 Penalty: 2941.038574
	Iteration 24Q: 3 clusters Score -968157.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -968169.187500 Penalty: 2941.038574
	Iteration 25Q: 3 clusters Score -968169.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -968179.750000 Penalty: 2941.038574
	Iteration 26Q: 3 clusters Score -968179.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -968192.750000 Penalty: 2941.038574
	Iteration 27Q: 3 clusters Score -968192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -968203.625000 Penalty: 2941.038574
	Iteration 28Q: 3 clusters Score -968203.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -968210.250000 Penalty: 2941.038574
	Iteration 29Q: 3 clusters Score -968210.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -968217.312500 Penalty: 2941.038574
	Iteration 30Q: 3 clusters Score -968217.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -968217.875000 Penalty: 2941.038574
	Iteration 31Q: 3 clusters Score -968217.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -968219.625000 Penalty: 2941.038574
	Iteration 32Q: 3 clusters Score -968219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -968220.812500 Penalty: 2941.038574
	Iteration 33Q: 3 clusters Score -968220.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -968222.750000 Penalty: 2941.038574
	Iteration 34Q: 3 clusters Score -968222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -968222.750000 Penalty: 2941.038574
	Iteration 35F: 3 clusters Score -968222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Entering Unmasked Estep 
Score: -2133346.750000 Penalty: 1599.097656
	Iteration 0F: 2 clusters Score -2133347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2120567.500000 Penalty: 3198.195312
	Iteration 0F: 3 clusters Score -2120568 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2125208.000000 Penalty: 3198.195312
	Iteration 1F: 3 clusters Score -2125208 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -2125626.500000 Penalty: 3198.195312
	Iteration 2F: 3 clusters Score -2125626 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2126040.750000 Penalty: 3198.195312
	Iteration 3Q: 3 clusters Score -2126041 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2126479.750000 Penalty: 3198.195312
	Iteration 4Q: 3 clusters Score -2126480 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -2126948.500000 Penalty: 3198.195312
	Iteration 5Q: 3 clusters Score -2126948 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2127474.500000 Penalty: 3198.195312
	Iteration 6F: 3 clusters Score -2127474 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2128044.750000 Penalty: 3198.195312
	Iteration 7F: 3 clusters Score -2128045 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -2128593.500000 Penalty: 3198.195312
	Iteration 8F: 3 clusters Score -2128594 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2129158.500000 Penalty: 3198.195312
	Iteration 9F: 3 clusters Score -2129158 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2129710.500000 Penalty: 3198.195312
	Iteration 10Q: 3 clusters Score -2129710 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2130191.250000 Penalty: 3198.195312
	Iteration 11Q: 3 clusters Score -2130191 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -2130562.250000 Penalty: 3198.195312
	Iteration 12Q: 3 clusters Score -2130562 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2130833.500000 Penalty: 3198.195312
	Iteration 13Q: 3 clusters Score -2130834 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -2131006.500000 Penalty: 3198.195312
	Iteration 14Q: 3 clusters Score -2131006 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2131191.500000 Penalty: 3198.195312
	Iteration 15Q: 3 clusters Score -2131192 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2131353.250000 Penalty: 3198.195312
	Iteration 16Q: 3 clusters Score -2131353 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2131488.500000 Penalty: 3198.195312
	Iteration 17Q: 3 clusters Score -2131488 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2131591.750000 Penalty: 3198.195312
	Iteration 18Q: 3 clusters Score -2131592 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2131690.500000 Penalty: 3198.195312
	Iteration 19Q: 3 clusters Score -2131690 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2131782.000000 Penalty: 3198.195312
	Iteration 20F: 3 clusters Score -2131782 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2131874.250000 Penalty: 3198.195312
	Iteration 21Q: 3 clusters Score -2131874 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2131969.250000 Penalty: 3198.195312
	Iteration 22Q: 3 clusters Score -2131969 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -2132055.250000 Penalty: 3198.195312
	Iteration 23Q: 3 clusters Score -2132055 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2132137.250000 Penalty: 3198.195312
	Iteration 24Q: 3 clusters Score -2132137 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -2132214.750000 Penalty: 3198.195312
	Iteration 25Q: 3 clusters Score -2132215 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2132303.000000 Penalty: 3198.195312
	Iteration 26Q: 3 clusters Score -2132303 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2132380.750000 Penalty: 3198.195312
	Iteration 27Q: 3 clusters Score -2132381 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2132440.750000 Penalty: 3198.195312
	Iteration 28Q: 3 clusters Score -2132441 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2132498.000000 Penalty: 3198.195312
	Iteration 29Q: 3 clusters Score -2132498 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2132567.500000 Penalty: 3198.195312
	Iteration 30Q: 3 clusters Score -2132568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2132609.750000 Penalty: 3198.195312
	Iteration 31Q: 3 clusters Score -2132610 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2132646.750000 Penalty: 3198.195312
	Iteration 32Q: 3 clusters Score -2132647 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2132682.000000 Penalty: 3198.195312
	Iteration 33Q: 3 clusters Score -2132682 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2132702.000000 Penalty: 3198.195312
	Iteration 34Q: 3 clusters Score -2132702 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2132717.500000 Penalty: 3198.195312
	Iteration 35Q: 3 clusters Score -2132718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2132733.500000 Penalty: 3198.195312
	Iteration 36Q: 3 clusters Score -2132734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2132744.000000 Penalty: 3198.195312
	Iteration 37Q: 3 clusters Score -2132744 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2132751.500000 Penalty: 3198.195312
	Iteration 38Q: 3 clusters Score -2132752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2132763.250000 Penalty: 3198.195312
	Iteration 39Q: 3 clusters Score -2132763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2132766.750000 Penalty: 3198.195312
	Iteration 40F: 3 clusters Score -2132767 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -2132773.000000 Penalty: 3198.195312
	Iteration 41Q: 3 clusters Score -2132773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2132779.250000 Penalty: 3198.195312
	Iteration 42Q: 3 clusters Score -2132779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -2132783.000000 Penalty: 3198.195312
	Iteration 43Q: 3 clusters Score -2132783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2132790.500000 Penalty: 3198.195312
	Iteration 44Q: 3 clusters Score -2132790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -2132792.750000 Penalty: 3198.195312
	Iteration 45Q: 3 clusters Score -2132793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2132797.500000 Penalty: 3198.195312
	Iteration 46Q: 3 clusters Score -2132798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2132795.500000 Penalty: 3198.195312
	Iteration 47Q: 3 clusters Score -2132796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2132797.500000 Penalty: 3198.195312
	Iteration 48Q: 3 clusters Score -2132798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2132803.000000 Penalty: 3198.195312
	Iteration 49Q: 3 clusters Score -2132803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2132804.250000 Penalty: 3198.195312
	Iteration 50Q: 3 clusters Score -2132804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2132805.500000 Penalty: 3198.195312
	Iteration 51Q: 3 clusters Score -2132806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2132804.750000 Penalty: 3198.195312
	Iteration 52Q: 3 clusters Score -2132805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2132807.250000 Penalty: 3198.195312
	Iteration 53Q: 3 clusters Score -2132807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2132807.500000 Penalty: 3198.195312
	Iteration 54Q: 3 clusters Score -2132808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2132807.500000 Penalty: 3198.195312
	Iteration 55F: 3 clusters Score -2132808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -40606.492188 Penalty: 1042.187012
	Iteration 0F: 2 clusters Score -40606.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -39554.652344 Penalty: 2084.374023
	Iteration 0F: 3 clusters Score -39554.65 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -39945.511719 Penalty: 2084.374023
	Iteration 1F: 3 clusters Score -39945.51 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -40148.003906 Penalty: 2084.374023
	Iteration 2F: 3 clusters Score -40148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -40247.121094 Penalty: 2084.374023
	Iteration 3F: 3 clusters Score -40247.12 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -40345.789062 Penalty: 2084.374023
	Iteration 4Q: 3 clusters Score -40345.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40391.339844 Penalty: 2084.374023
	Iteration 5Q: 3 clusters Score -40391.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -40446.191406 Penalty: 2084.374023
	Iteration 6Q: 3 clusters Score -40446.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40524.562500 Penalty: 2084.374023
	Iteration 7Q: 3 clusters Score -40524.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40541.015625 Penalty: 2084.374023
	Iteration 8Q: 3 clusters Score -40541.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -40545.777344 Penalty: 2084.374023
	Iteration 9Q: 3 clusters Score -40545.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -40549.710938 Penalty: 2084.374023
	Iteration 10Q: 3 clusters Score -40549.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -40550.093750 Penalty: 2084.374023
	Iteration 11F: 3 clusters Score -40550.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -40562.035156 Penalty: 2084.374023
	Iteration 12Q: 3 clusters Score -40562.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40563.328125 Penalty: 2084.374023
	Iteration 13Q: 3 clusters Score -40563.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -40563.328125 Penalty: 2084.374023
	Iteration 14F: 3 clusters Score -40563.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Entering Unmasked Estep 
Score: -669180.687500 Penalty: 1411.517334
	Iteration 0F: 2 clusters Score -669180.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -664628.625000 Penalty: 2823.034668
	Iteration 0F: 3 clusters Score -664628.6 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -665975.062500 Penalty: 2823.034668
	Iteration 1F: 3 clusters Score -665975.1 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -666217.437500 Penalty: 2823.034668
	Iteration 2F: 3 clusters Score -666217.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -666409.812500 Penalty: 2823.034668
	Iteration 3F: 3 clusters Score -666409.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -666552.750000 Penalty: 2823.034668
	Iteration 4Q: 3 clusters Score -666552.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -666682.375000 Penalty: 2823.034668
	Iteration 5Q: 3 clusters Score -666682.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -666803.375000 Penalty: 2823.034668
	Iteration 6Q: 3 clusters Score -666803.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -666932.875000 Penalty: 2823.034668
	Iteration 7Q: 3 clusters Score -666932.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -667059.000000 Penalty: 2823.034668
	Iteration 8Q: 3 clusters Score -667059 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -667177.687500 Penalty: 2823.034668
	Iteration 9Q: 3 clusters Score -667177.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -667287.062500 Penalty: 2823.034668
	Iteration 10Q: 3 clusters Score -667287.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -667386.812500 Penalty: 2823.034668
	Iteration 11Q: 3 clusters Score -667386.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -667499.625000 Penalty: 2823.034668
	Iteration 12Q: 3 clusters Score -667499.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -667621.937500 Penalty: 2823.034668
	Iteration 13Q: 3 clusters Score -667621.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -667743.687500 Penalty: 2823.034668
	Iteration 14Q: 3 clusters Score -667743.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -667841.437500 Penalty: 2823.034668
	Iteration 15Q: 3 clusters Score -667841.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -667922.062500 Penalty: 2823.034668
	Iteration 16Q: 3 clusters Score -667922.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -667981.625000 Penalty: 2823.034668
	Iteration 17Q: 3 clusters Score -667981.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -668015.312500 Penalty: 2823.034668
	Iteration 18Q: 3 clusters Score -668015.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -668041.125000 Penalty: 2823.034668
	Iteration 19Q: 3 clusters Score -668041.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -668058.187500 Penalty: 2823.034668
	Iteration 20F: 3 clusters Score -668058.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -668075.437500 Penalty: 2823.034668
	Iteration 21Q: 3 clusters Score -668075.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -668083.437500 Penalty: 2823.034668
	Iteration 22Q: 3 clusters Score -668083.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -668096.875000 Penalty: 2823.034668
	Iteration 23Q: 3 clusters Score -668096.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -668106.250000 Penalty: 2823.034668
	Iteration 24Q: 3 clusters Score -668106.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -668111.375000 Penalty: 2823.034668
	Iteration 25Q: 3 clusters Score -668111.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -668115.437500 Penalty: 2823.034668
	Iteration 26Q: 3 clusters Score -668115.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -668120.687500 Penalty: 2823.034668
	Iteration 27Q: 3 clusters Score -668120.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -668124.375000 Penalty: 2823.034668
	Iteration 28Q: 3 clusters Score -668124.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -668128.687500 Penalty: 2823.034668
	Iteration 29Q: 3 clusters Score -668128.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -668132.937500 Penalty: 2823.034668
	Iteration 30Q: 3 clusters Score -668132.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -668133.875000 Penalty: 2823.034668
	Iteration 31Q: 3 clusters Score -668133.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -668137.062500 Penalty: 2823.034668
	Iteration 32Q: 3 clusters Score -668137.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -668137.875000 Penalty: 2823.034668
	Iteration 33Q: 3 clusters Score -668137.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -668140.187500 Penalty: 2823.034668
	Iteration 34Q: 3 clusters Score -668140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -668142.625000 Penalty: 2823.034668
	Iteration 35Q: 3 clusters Score -668142.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -668144.312500 Penalty: 2823.034668
	Iteration 36Q: 3 clusters Score -668144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -668145.562500 Penalty: 2823.034668
	Iteration 37Q: 3 clusters Score -668145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -668145.312500 Penalty: 2823.034668
	Iteration 38Q: 3 clusters Score -668145.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -668145.687500 Penalty: 2823.034668
	Iteration 39Q: 3 clusters Score -668145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -668148.187500 Penalty: 2823.034668
	Iteration 40F: 3 clusters Score -668148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -668150.187500 Penalty: 2823.034668
	Iteration 41Q: 3 clusters Score -668150.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -668151.125000 Penalty: 2823.034668
	Iteration 42Q: 3 clusters Score -668151.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -668152.375000 Penalty: 2823.034668
	Iteration 43Q: 3 clusters Score -668152.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -668152.812500 Penalty: 2823.034668
	Iteration 44Q: 3 clusters Score -668152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -668153.500000 Penalty: 2823.034668
	Iteration 45Q: 3 clusters Score -668153.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -668156.875000 Penalty: 2823.034668
	Iteration 46Q: 3 clusters Score -668156.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -668159.437500 Penalty: 2823.034668
	Iteration 47Q: 3 clusters Score -668159.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -668163.625000 Penalty: 2823.034668
	Iteration 48Q: 3 clusters Score -668163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -668166.250000 Penalty: 2823.034668
	Iteration 49Q: 3 clusters Score -668166.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -668170.312500 Penalty: 2823.034668
	Iteration 50Q: 3 clusters Score -668170.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -668173.937500 Penalty: 2823.034668
	Iteration 51Q: 3 clusters Score -668173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -668176.875000 Penalty: 2823.034668
	Iteration 52Q: 3 clusters Score -668176.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -668181.125000 Penalty: 2823.034668
	Iteration 53Q: 3 clusters Score -668181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -668183.687500 Penalty: 2823.034668
	Iteration 54Q: 3 clusters Score -668183.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -668185.875000 Penalty: 2823.034668
	Iteration 55Q: 3 clusters Score -668185.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -668189.625000 Penalty: 2823.034668
	Iteration 56Q: 3 clusters Score -668189.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -668190.812500 Penalty: 2823.034668
	Iteration 57Q: 3 clusters Score -668190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -668191.312500 Penalty: 2823.034668
	Iteration 58Q: 3 clusters Score -668191.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -668191.312500 Penalty: 2823.034668
	Iteration 59F: 3 clusters Score -668191.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Entering Unmasked Estep 
Score: -425911.656250 Penalty: 1339.704346
	Iteration 0F: 2 clusters Score -425911.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -422672.906250 Penalty: 2679.408691
	Iteration 0F: 3 clusters Score -422672.9 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -423540.687500 Penalty: 2679.408691
	Iteration 1F: 3 clusters Score -423540.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -423719.656250 Penalty: 2679.408691
	Iteration 2F: 3 clusters Score -423719.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -423835.468750 Penalty: 2679.408691
	Iteration 3F: 3 clusters Score -423835.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -423921.531250 Penalty: 2679.408691
	Iteration 4Q: 3 clusters Score -423921.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -424004.687500 Penalty: 2679.408691
	Iteration 5Q: 3 clusters Score -424004.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -424116.312500 Penalty: 2679.408691
	Iteration 6Q: 3 clusters Score -424116.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -424217.500000 Penalty: 2679.408691
	Iteration 7Q: 3 clusters Score -424217.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -424339.468750 Penalty: 2679.408691
	Iteration 8Q: 3 clusters Score -424339.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -424482.656250 Penalty: 2679.408691
	Iteration 9Q: 3 clusters Score -424482.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -424658.781250 Penalty: 2679.408691
	Iteration 10Q: 3 clusters Score -424658.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -424893.687500 Penalty: 2679.408691
	Iteration 11Q: 3 clusters Score -424893.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -425237.531250 Penalty: 2679.408691
	Iteration 12Q: 3 clusters Score -425237.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -425731.343750 Penalty: 2679.408691
	Iteration 13F: 3 clusters Score -425731.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -426185.093750 Penalty: 2679.408691
	Iteration 14Q: 3 clusters Score -426185.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -426332.593750 Penalty: 2679.408691
	Iteration 15Q: 3 clusters Score -426332.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -426387.312500 Penalty: 2679.408691
	Iteration 16Q: 3 clusters Score -426387.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -426425.093750 Penalty: 2679.408691
	Iteration 17Q: 3 clusters Score -426425.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -426451.781250 Penalty: 2679.408691
	Iteration 18Q: 3 clusters Score -426451.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -426491.031250 Penalty: 2679.408691
	Iteration 19Q: 3 clusters Score -426491 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -426545.937500 Penalty: 2679.408691
	Iteration 20F: 3 clusters Score -426545.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -426631.625000 Penalty: 2679.408691
	Iteration 21Q: 3 clusters Score -426631.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -426704.187500 Penalty: 2679.408691
	Iteration 22Q: 3 clusters Score -426704.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -426722.531250 Penalty: 2679.408691
	Iteration 23Q: 3 clusters Score -426722.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -426727.687500 Penalty: 2679.408691
	Iteration 24Q: 3 clusters Score -426727.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -426728.687500 Penalty: 2679.408691
	Iteration 25Q: 3 clusters Score -426728.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -426731.156250 Penalty: 2679.408691
	Iteration 26Q: 3 clusters Score -426731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -426732.250000 Penalty: 2679.408691
	Iteration 27Q: 3 clusters Score -426732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -426732.250000 Penalty: 2679.408691
	Iteration 28F: 3 clusters Score -426732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 2908 members 
Entering Unmasked Estep 
Score: -40119192.000000 Penalty: 76950.445312
Splitting cluster 23 changes total score from -40119016.000000 to -40119192.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 24 (44554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Entering Unmasked Estep 
Score: -5194696.000000 Penalty: 1739.474365
	Iteration 0F: 2 clusters Score -5194696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -5164672.000000 Penalty: 3478.948730
	Iteration 0F: 3 clusters Score -5164672 nChanged 21071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -5176557.000000 Penalty: 3478.948730
	Iteration 1F: 3 clusters Score -5176557 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5177185.000000 Penalty: 3478.948730
	Iteration 2Q: 3 clusters Score -5177185 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
Score: -5177966.500000 Penalty: 3478.948730
	Iteration 3Q: 3 clusters Score -5177966 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -5178815.500000 Penalty: 3478.948730
	Iteration 4Q: 3 clusters Score -5178816 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -5179712.500000 Penalty: 3478.948730
	Iteration 5Q: 3 clusters Score -5179712 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -5180575.000000 Penalty: 3478.948730
	Iteration 6Q: 3 clusters Score -5180575 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -5181385.000000 Penalty: 3478.948730
	Iteration 7Q: 3 clusters Score -5181385 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5182038.500000 Penalty: 3478.948730
	Iteration 8Q: 3 clusters Score -5182038 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -5182574.000000 Penalty: 3478.948730
	Iteration 9Q: 3 clusters Score -5182574 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -5183042.500000 Penalty: 3478.948730
	Iteration 10Q: 3 clusters Score -5183042 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -5183440.500000 Penalty: 3478.948730
	Iteration 11Q: 3 clusters Score -5183440 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5183890.500000 Penalty: 3478.948730
	Iteration 12Q: 3 clusters Score -5183890 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -5184367.500000 Penalty: 3478.948730
	Iteration 13Q: 3 clusters Score -5184368 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -5184860.500000 Penalty: 3478.948730
	Iteration 14Q: 3 clusters Score -5184860 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5185442.000000 Penalty: 3478.948730
	Iteration 15Q: 3 clusters Score -5185442 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -5186078.000000 Penalty: 3478.948730
	Iteration 16Q: 3 clusters Score -5186078 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5186764.000000 Penalty: 3478.948730
	Iteration 17Q: 3 clusters Score -5186764 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33981 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -5187533.500000 Penalty: 3478.948730
	Iteration 18Q: 3 clusters Score -5187534 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -5188351.500000 Penalty: 3478.948730
	Iteration 19Q: 3 clusters Score -5188352 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5189123.000000 Penalty: 3478.948730
	Iteration 20F: 3 clusters Score -5189123 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -5189840.500000 Penalty: 3478.948730
	Iteration 21Q: 3 clusters Score -5189840 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -5190548.000000 Penalty: 3478.948730
	Iteration 22Q: 3 clusters Score -5190548 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -5191102.500000 Penalty: 3478.948730
	Iteration 23Q: 3 clusters Score -5191102 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5191508.000000 Penalty: 3478.948730
	Iteration 24Q: 3 clusters Score -5191508 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -5191800.500000 Penalty: 3478.948730
	Iteration 25Q: 3 clusters Score -5191800 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -5192018.500000 Penalty: 3478.948730
	Iteration 26Q: 3 clusters Score -5192018 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -5192189.500000 Penalty: 3478.948730
	Iteration 27Q: 3 clusters Score -5192190 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -5192320.500000 Penalty: 3478.948730
	Iteration 28Q: 3 clusters Score -5192320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5192442.000000 Penalty: 3478.948730
	Iteration 29Q: 3 clusters Score -5192442 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -5192539.000000 Penalty: 3478.948730
	Iteration 30Q: 3 clusters Score -5192539 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -5192631.000000 Penalty: 3478.948730
	Iteration 31Q: 3 clusters Score -5192631 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -5192727.000000 Penalty: 3478.948730
	Iteration 32Q: 3 clusters Score -5192727 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -5192787.500000 Penalty: 3478.948730
	Iteration 33Q: 3 clusters Score -5192788 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5192827.000000 Penalty: 3478.948730
	Iteration 34Q: 3 clusters Score -5192827 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -5192852.500000 Penalty: 3478.948730
	Iteration 35Q: 3 clusters Score -5192852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -5192898.000000 Penalty: 3478.948730
	Iteration 36Q: 3 clusters Score -5192898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -5192912.000000 Penalty: 3478.948730
	Iteration 37Q: 3 clusters Score -5192912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5192945.500000 Penalty: 3478.948730
	Iteration 38Q: 3 clusters Score -5192946 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -5192977.500000 Penalty: 3478.948730
	Iteration 39Q: 3 clusters Score -5192978 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -5193007.500000 Penalty: 3478.948730
	Iteration 40F: 3 clusters Score -5193008 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5193040.000000 Penalty: 3478.948730
	Iteration 41Q: 3 clusters Score -5193040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -5193054.500000 Penalty: 3478.948730
	Iteration 42Q: 3 clusters Score -5193054 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -5193090.000000 Penalty: 3478.948730
	Iteration 43Q: 3 clusters Score -5193090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5193091.000000 Penalty: 3478.948730
	Iteration 44Q: 3 clusters Score -5193091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -5193089.500000 Penalty: 3478.948730
	Iteration 45Q: 3 clusters Score -5193090 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -5193094.500000 Penalty: 3478.948730
	Iteration 46Q: 3 clusters Score -5193094 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -5193106.000000 Penalty: 3478.948730
	Iteration 47Q: 3 clusters Score -5193106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5193102.500000 Penalty: 3478.948730
	Iteration 48Q: 3 clusters Score -5193102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -5193119.000000 Penalty: 3478.948730
	Iteration 49Q: 3 clusters Score -5193119 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -5193113.500000 Penalty: 3478.948730
	Iteration 50Q: 3 clusters Score -5193114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -5193126.000000 Penalty: 3478.948730
	Iteration 51Q: 3 clusters Score -5193126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5193126.500000 Penalty: 3478.948730
	Iteration 52Q: 3 clusters Score -5193126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42536 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5193131.500000 Penalty: 3478.948730
	Iteration 53Q: 3 clusters Score -5193132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5193133.500000 Penalty: 3478.948730
	Iteration 54Q: 3 clusters Score -5193134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -5193149.500000 Penalty: 3478.948730
	Iteration 55Q: 3 clusters Score -5193150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5193156.500000 Penalty: 3478.948730
	Iteration 56Q: 3 clusters Score -5193156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -5193160.000000 Penalty: 3478.948730
	Iteration 57Q: 3 clusters Score -5193160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5193174.500000 Penalty: 3478.948730
	Iteration 58Q: 3 clusters Score -5193174 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42691 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5193171.000000 Penalty: 3478.948730
	Iteration 59Q: 3 clusters Score -5193171 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5193174.500000 Penalty: 3478.948730
	Iteration 60F: 3 clusters Score -5193174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5193182.000000 Penalty: 3478.948730
	Iteration 61Q: 3 clusters Score -5193182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5193197.000000 Penalty: 3478.948730
	Iteration 62Q: 3 clusters Score -5193197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5193193.500000 Penalty: 3478.948730
	Iteration 63Q: 3 clusters Score -5193194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5193206.500000 Penalty: 3478.948730
	Iteration 64Q: 3 clusters Score -5193206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5193207.500000 Penalty: 3478.948730
	Iteration 65Q: 3 clusters Score -5193208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -5193207.000000 Penalty: 3478.948730
	Iteration 66Q: 3 clusters Score -5193207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5193210.500000 Penalty: 3478.948730
	Iteration 67Q: 3 clusters Score -5193210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5193220.500000 Penalty: 3478.948730
	Iteration 68Q: 3 clusters Score -5193220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -5193219.500000 Penalty: 3478.948730
	Iteration 69Q: 3 clusters Score -5193220 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5193216.500000 Penalty: 3478.948730
	Iteration 70Q: 3 clusters Score -5193216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5193218.000000 Penalty: 3478.948730
	Iteration 71Q: 3 clusters Score -5193218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5193221.500000 Penalty: 3478.948730
	Iteration 72Q: 3 clusters Score -5193222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5193230.500000 Penalty: 3478.948730
	Iteration 73Q: 3 clusters Score -5193230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5193223.500000 Penalty: 3478.948730
	Iteration 74Q: 3 clusters Score -5193224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42914 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5193231.000000 Penalty: 3478.948730
	Iteration 75Q: 3 clusters Score -5193231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -5193230.000000 Penalty: 3478.948730
	Iteration 76Q: 3 clusters Score -5193230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5193226.000000 Penalty: 3478.948730
	Iteration 77Q: 3 clusters Score -5193226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5193226.500000 Penalty: 3478.948730
	Iteration 78Q: 3 clusters Score -5193226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -5193228.000000 Penalty: 3478.948730
	Iteration 79Q: 3 clusters Score -5193228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5193229.500000 Penalty: 3478.948730
	Iteration 80F: 3 clusters Score -5193230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -5193235.500000 Penalty: 3478.948730
	Iteration 81Q: 3 clusters Score -5193236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5193240.500000 Penalty: 3478.948730
	Iteration 82Q: 3 clusters Score -5193240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -5193239.000000 Penalty: 3478.948730
	Iteration 83Q: 3 clusters Score -5193239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5193241.000000 Penalty: 3478.948730
	Iteration 84Q: 3 clusters Score -5193241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -5193237.000000 Penalty: 3478.948730
	Iteration 85Q: 3 clusters Score -5193237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5193240.000000 Penalty: 3478.948730
	Iteration 86Q: 3 clusters Score -5193240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5193242.000000 Penalty: 3478.948730
	Iteration 87Q: 3 clusters Score -5193242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -5193239.000000 Penalty: 3478.948730
	Iteration 88Q: 3 clusters Score -5193239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5193241.000000 Penalty: 3478.948730
	Iteration 89Q: 3 clusters Score -5193241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -5193241.000000 Penalty: 3478.948730
	Iteration 90F: 3 clusters Score -5193241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Entering Unmasked Estep 
Score: -837867.750000 Penalty: 1453.574219
	Iteration 0F: 2 clusters Score -837867.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -832245.375000 Penalty: 2907.148438
	Iteration 0F: 3 clusters Score -832245.4 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -834184.875000 Penalty: 2907.148438
	Iteration 1F: 3 clusters Score -834184.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -834521.250000 Penalty: 2907.148438
	Iteration 2F: 3 clusters Score -834521.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -834806.437500 Penalty: 2907.148438
	Iteration 3F: 3 clusters Score -834806.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -835052.875000 Penalty: 2907.148438
	Iteration 4F: 3 clusters Score -835052.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -835254.687500 Penalty: 2907.148438
	Iteration 5Q: 3 clusters Score -835254.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -835432.437500 Penalty: 2907.148438
	Iteration 6Q: 3 clusters Score -835432.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -835598.250000 Penalty: 2907.148438
	Iteration 7Q: 3 clusters Score -835598.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -835746.187500 Penalty: 2907.148438
	Iteration 8Q: 3 clusters Score -835746.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -835873.750000 Penalty: 2907.148438
	Iteration 9Q: 3 clusters Score -835873.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -835987.000000 Penalty: 2907.148438
	Iteration 10Q: 3 clusters Score -835987 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -836100.937500 Penalty: 2907.148438
	Iteration 11Q: 3 clusters Score -836100.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -836207.625000 Penalty: 2907.148438
	Iteration 12Q: 3 clusters Score -836207.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -836287.937500 Penalty: 2907.148438
	Iteration 13Q: 3 clusters Score -836287.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -836356.437500 Penalty: 2907.148438
	Iteration 14Q: 3 clusters Score -836356.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -836408.625000 Penalty: 2907.148438
	Iteration 15Q: 3 clusters Score -836408.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -836453.000000 Penalty: 2907.148438
	Iteration 16Q: 3 clusters Score -836453 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -836493.000000 Penalty: 2907.148438
	Iteration 17Q: 3 clusters Score -836493 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -836522.000000 Penalty: 2907.148438
	Iteration 18Q: 3 clusters Score -836522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -836548.812500 Penalty: 2907.148438
	Iteration 19Q: 3 clusters Score -836548.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -836577.125000 Penalty: 2907.148438
	Iteration 20F: 3 clusters Score -836577.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -836610.437500 Penalty: 2907.148438
	Iteration 21Q: 3 clusters Score -836610.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -836640.187500 Penalty: 2907.148438
	Iteration 22Q: 3 clusters Score -836640.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -836671.875000 Penalty: 2907.148438
	Iteration 23Q: 3 clusters Score -836671.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -836695.437500 Penalty: 2907.148438
	Iteration 24Q: 3 clusters Score -836695.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -836708.937500 Penalty: 2907.148438
	Iteration 25Q: 3 clusters Score -836708.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -836721.875000 Penalty: 2907.148438
	Iteration 26Q: 3 clusters Score -836721.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -836734.500000 Penalty: 2907.148438
	Iteration 27Q: 3 clusters Score -836734.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -836747.375000 Penalty: 2907.148438
	Iteration 28Q: 3 clusters Score -836747.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -836757.812500 Penalty: 2907.148438
	Iteration 29Q: 3 clusters Score -836757.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -836767.937500 Penalty: 2907.148438
	Iteration 30Q: 3 clusters Score -836767.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -836782.187500 Penalty: 2907.148438
	Iteration 31Q: 3 clusters Score -836782.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -836790.000000 Penalty: 2907.148438
	Iteration 32Q: 3 clusters Score -836790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -836796.625000 Penalty: 2907.148438
	Iteration 33Q: 3 clusters Score -836796.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -836805.375000 Penalty: 2907.148438
	Iteration 34Q: 3 clusters Score -836805.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -836821.125000 Penalty: 2907.148438
	Iteration 35Q: 3 clusters Score -836821.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -836838.062500 Penalty: 2907.148438
	Iteration 36Q: 3 clusters Score -836838.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -836854.062500 Penalty: 2907.148438
	Iteration 37Q: 3 clusters Score -836854.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -836875.312500 Penalty: 2907.148438
	Iteration 38Q: 3 clusters Score -836875.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -836890.312500 Penalty: 2907.148438
	Iteration 39Q: 3 clusters Score -836890.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -836922.250000 Penalty: 2907.148438
	Iteration 40F: 3 clusters Score -836922.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -836951.437500 Penalty: 2907.148438
	Iteration 41Q: 3 clusters Score -836951.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -836980.375000 Penalty: 2907.148438
	Iteration 42Q: 3 clusters Score -836980.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -837007.125000 Penalty: 2907.148438
	Iteration 43Q: 3 clusters Score -837007.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -837032.687500 Penalty: 2907.148438
	Iteration 44Q: 3 clusters Score -837032.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -837058.062500 Penalty: 2907.148438
	Iteration 45Q: 3 clusters Score -837058.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -837081.125000 Penalty: 2907.148438
	Iteration 46Q: 3 clusters Score -837081.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -837095.500000 Penalty: 2907.148438
	Iteration 47Q: 3 clusters Score -837095.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -837106.437500 Penalty: 2907.148438
	Iteration 48Q: 3 clusters Score -837106.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -837115.250000 Penalty: 2907.148438
	Iteration 49Q: 3 clusters Score -837115.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -837122.687500 Penalty: 2907.148438
	Iteration 50Q: 3 clusters Score -837122.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -837134.187500 Penalty: 2907.148438
	Iteration 51Q: 3 clusters Score -837134.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -837147.875000 Penalty: 2907.148438
	Iteration 52Q: 3 clusters Score -837147.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -837158.000000 Penalty: 2907.148438
	Iteration 53Q: 3 clusters Score -837158 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -837166.437500 Penalty: 2907.148438
	Iteration 54Q: 3 clusters Score -837166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -837175.750000 Penalty: 2907.148438
	Iteration 55Q: 3 clusters Score -837175.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -837184.187500 Penalty: 2907.148438
	Iteration 56Q: 3 clusters Score -837184.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -837189.437500 Penalty: 2907.148438
	Iteration 57Q: 3 clusters Score -837189.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -837193.687500 Penalty: 2907.148438
	Iteration 58Q: 3 clusters Score -837193.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -837200.562500 Penalty: 2907.148438
	Iteration 59Q: 3 clusters Score -837200.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -837209.187500 Penalty: 2907.148438
	Iteration 60F: 3 clusters Score -837209.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -837215.000000 Penalty: 2907.148438
	Iteration 61Q: 3 clusters Score -837215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -837218.750000 Penalty: 2907.148438
	Iteration 62Q: 3 clusters Score -837218.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -837222.000000 Penalty: 2907.148438
	Iteration 63Q: 3 clusters Score -837222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -837223.562500 Penalty: 2907.148438
	Iteration 64Q: 3 clusters Score -837223.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -837227.125000 Penalty: 2907.148438
	Iteration 65Q: 3 clusters Score -837227.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -837226.875000 Penalty: 2907.148438
	Iteration 66Q: 3 clusters Score -837226.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -837224.937500 Penalty: 2907.148438
	Iteration 67Q: 3 clusters Score -837224.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -837227.125000 Penalty: 2907.148438
	Iteration 68Q: 3 clusters Score -837227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -837227.375000 Penalty: 2907.148438
	Iteration 69Q: 3 clusters Score -837227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -837227.375000 Penalty: 2907.148438
	Iteration 70Q: 3 clusters Score -837227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -837229.500000 Penalty: 2907.148438
	Iteration 71Q: 3 clusters Score -837229.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -837230.125000 Penalty: 2907.148438
	Iteration 72Q: 3 clusters Score -837230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -837231.875000 Penalty: 2907.148438
	Iteration 73Q: 3 clusters Score -837231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -837230.625000 Penalty: 2907.148438
	Iteration 74Q: 3 clusters Score -837230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -837230.625000 Penalty: 2907.148438
	Iteration 75F: 3 clusters Score -837230.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Entering Unmasked Estep 
Score: -389688.781250 Penalty: 1326.362549
	Iteration 0F: 2 clusters Score -389688.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -386685.750000 Penalty: 2652.725098
	Iteration 0F: 3 clusters Score -386685.8 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -387532.968750 Penalty: 2652.725098
	Iteration 1F: 3 clusters Score -387533 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -387768.031250 Penalty: 2652.725098
	Iteration 2F: 3 clusters Score -387768 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -387987.875000 Penalty: 2652.725098
	Iteration 3F: 3 clusters Score -387987.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -388175.468750 Penalty: 2652.725098
	Iteration 4F: 3 clusters Score -388175.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -388390.750000 Penalty: 2652.725098
	Iteration 5F: 3 clusters Score -388390.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -388629.625000 Penalty: 2652.725098
	Iteration 6F: 3 clusters Score -388629.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -388921.187500 Penalty: 2652.725098
	Iteration 7F: 3 clusters Score -388921.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -389217.250000 Penalty: 2652.725098
	Iteration 8F: 3 clusters Score -389217.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -389429.218750 Penalty: 2652.725098
	Iteration 9Q: 3 clusters Score -389429.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -389532.625000 Penalty: 2652.725098
	Iteration 10Q: 3 clusters Score -389532.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -389595.906250 Penalty: 2652.725098
	Iteration 11Q: 3 clusters Score -389595.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -389629.750000 Penalty: 2652.725098
	Iteration 12Q: 3 clusters Score -389629.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -389643.531250 Penalty: 2652.725098
	Iteration 13Q: 3 clusters Score -389643.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -389652.062500 Penalty: 2652.725098
	Iteration 14Q: 3 clusters Score -389652.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -389654.406250 Penalty: 2652.725098
	Iteration 15Q: 3 clusters Score -389654.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -389656.031250 Penalty: 2652.725098
	Iteration 16Q: 3 clusters Score -389656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -389656.906250 Penalty: 2652.725098
	Iteration 17Q: 3 clusters Score -389656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -389657.750000 Penalty: 2652.725098
	Iteration 18Q: 3 clusters Score -389657.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -389657.906250 Penalty: 2652.725098
	Iteration 19Q: 3 clusters Score -389657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -389658.406250 Penalty: 2652.725098
	Iteration 20F: 3 clusters Score -389658.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -389658.031250 Penalty: 2652.725098
	Iteration 21Q: 3 clusters Score -389658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -389657.968750 Penalty: 2652.725098
	Iteration 22Q: 3 clusters Score -389658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -389659.437500 Penalty: 2652.725098
	Iteration 23Q: 3 clusters Score -389659.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -389659.500000 Penalty: 2652.725098
	Iteration 24Q: 3 clusters Score -389659.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -389659.125000 Penalty: 2652.725098
	Iteration 25Q: 3 clusters Score -389659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -389659.125000 Penalty: 2652.725098
	Iteration 26F: 3 clusters Score -389659.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Entering Unmasked Estep 
Score: -2431257.750000 Penalty: 1618.040161
	Iteration 0F: 2 clusters Score -2431258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2416821.750000 Penalty: 3236.080322
	Iteration 0F: 3 clusters Score -2416822 nChanged 9600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2421888.750000 Penalty: 3236.080322
	Iteration 1F: 3 clusters Score -2421889 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -2422157.500000 Penalty: 3236.080322
	Iteration 2Q: 3 clusters Score -2422158 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2422401.750000 Penalty: 3236.080322
	Iteration 3Q: 3 clusters Score -2422402 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2422663.500000 Penalty: 3236.080322
	Iteration 4Q: 3 clusters Score -2422664 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -2422989.000000 Penalty: 3236.080322
	Iteration 5Q: 3 clusters Score -2422989 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2423505.750000 Penalty: 3236.080322
	Iteration 6Q: 3 clusters Score -2423506 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -2424270.000000 Penalty: 3236.080322
	Iteration 7F: 3 clusters Score -2424270 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2425246.250000 Penalty: 3236.080322
	Iteration 8F: 3 clusters Score -2425246 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2426311.250000 Penalty: 3236.080322
	Iteration 9F: 3 clusters Score -2426311 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2427341.250000 Penalty: 3236.080322
	Iteration 10F: 3 clusters Score -2427341 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2428237.500000 Penalty: 3236.080322
	Iteration 11F: 3 clusters Score -2428238 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2428894.750000 Penalty: 3236.080322
	Iteration 12Q: 3 clusters Score -2428895 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -2429363.500000 Penalty: 3236.080322
	Iteration 13Q: 3 clusters Score -2429364 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -2429622.250000 Penalty: 3236.080322
	Iteration 14Q: 3 clusters Score -2429622 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2429758.750000 Penalty: 3236.080322
	Iteration 15Q: 3 clusters Score -2429759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2429832.250000 Penalty: 3236.080322
	Iteration 16Q: 3 clusters Score -2429832 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2429877.500000 Penalty: 3236.080322
	Iteration 17Q: 3 clusters Score -2429878 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2429898.750000 Penalty: 3236.080322
	Iteration 18Q: 3 clusters Score -2429899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -2429920.500000 Penalty: 3236.080322
	Iteration 19Q: 3 clusters Score -2429920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2429934.500000 Penalty: 3236.080322
	Iteration 20F: 3 clusters Score -2429934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2429942.500000 Penalty: 3236.080322
	Iteration 21Q: 3 clusters Score -2429942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -2429955.500000 Penalty: 3236.080322
	Iteration 22Q: 3 clusters Score -2429956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -2429956.250000 Penalty: 3236.080322
	Iteration 23Q: 3 clusters Score -2429956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -2429964.250000 Penalty: 3236.080322
	Iteration 24Q: 3 clusters Score -2429964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -2429975.500000 Penalty: 3236.080322
	Iteration 25Q: 3 clusters Score -2429976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2429982.250000 Penalty: 3236.080322
	Iteration 26Q: 3 clusters Score -2429982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -2429986.500000 Penalty: 3236.080322
	Iteration 27Q: 3 clusters Score -2429986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -2429987.000000 Penalty: 3236.080322
	Iteration 28Q: 3 clusters Score -2429987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -2429986.750000 Penalty: 3236.080322
	Iteration 29Q: 3 clusters Score -2429987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2429987.500000 Penalty: 3236.080322
	Iteration 30Q: 3 clusters Score -2429988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2429987.500000 Penalty: 3236.080322
	Iteration 31F: 3 clusters Score -2429988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Entering Unmasked Estep 
Score: -99496.093750 Penalty: 1106.289429
	Iteration 0F: 2 clusters Score -99496.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98153.640625 Penalty: 2212.578857
	Iteration 0F: 3 clusters Score -98153.64 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -98454.539062 Penalty: 2212.578857
	Iteration 1F: 3 clusters Score -98454.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -98522.757812 Penalty: 2212.578857
	Iteration 2F: 3 clusters Score -98522.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98558.359375 Penalty: 2212.578857
	Iteration 3Q: 3 clusters Score -98558.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -98584.351562 Penalty: 2212.578857
	Iteration 4Q: 3 clusters Score -98584.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -98604.304688 Penalty: 2212.578857
	Iteration 5Q: 3 clusters Score -98604.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -98618.695312 Penalty: 2212.578857
	Iteration 6Q: 3 clusters Score -98618.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -98629.171875 Penalty: 2212.578857
	Iteration 7Q: 3 clusters Score -98629.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -98637.054688 Penalty: 2212.578857
	Iteration 8Q: 3 clusters Score -98637.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -98643.742188 Penalty: 2212.578857
	Iteration 9Q: 3 clusters Score -98643.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98644.265625 Penalty: 2212.578857
	Iteration 10Q: 3 clusters Score -98644.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -98647.085938 Penalty: 2212.578857
	Iteration 11Q: 3 clusters Score -98647.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -98647.671875 Penalty: 2212.578857
	Iteration 12Q: 3 clusters Score -98647.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -98647.671875 Penalty: 2212.578857
	Iteration 13F: 3 clusters Score -98647.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Entering Unmasked Estep 
Score: -424026.937500 Penalty: 1335.421509
	Iteration 0F: 2 clusters Score -424026.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -420831.656250 Penalty: 2670.843018
	Iteration 0F: 3 clusters Score -420831.7 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -421670.312500 Penalty: 2670.843018
	Iteration 1F: 3 clusters Score -421670.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -421832.531250 Penalty: 2670.843018
	Iteration 2F: 3 clusters Score -421832.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -421951.718750 Penalty: 2670.843018
	Iteration 3F: 3 clusters Score -421951.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -422056.281250 Penalty: 2670.843018
	Iteration 4Q: 3 clusters Score -422056.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -422146.656250 Penalty: 2670.843018
	Iteration 5Q: 3 clusters Score -422146.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -422234.625000 Penalty: 2670.843018
	Iteration 6Q: 3 clusters Score -422234.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -422322.031250 Penalty: 2670.843018
	Iteration 7Q: 3 clusters Score -422322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -422402.937500 Penalty: 2670.843018
	Iteration 8Q: 3 clusters Score -422402.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -422470.781250 Penalty: 2670.843018
	Iteration 9Q: 3 clusters Score -422470.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -422516.031250 Penalty: 2670.843018
	Iteration 10Q: 3 clusters Score -422516 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -422556.187500 Penalty: 2670.843018
	Iteration 11Q: 3 clusters Score -422556.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -422592.218750 Penalty: 2670.843018
	Iteration 12Q: 3 clusters Score -422592.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -422624.093750 Penalty: 2670.843018
	Iteration 13Q: 3 clusters Score -422624.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -422657.218750 Penalty: 2670.843018
	Iteration 14Q: 3 clusters Score -422657.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -422676.156250 Penalty: 2670.843018
	Iteration 15Q: 3 clusters Score -422676.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -422695.156250 Penalty: 2670.843018
	Iteration 16Q: 3 clusters Score -422695.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -422723.937500 Penalty: 2670.843018
	Iteration 17Q: 3 clusters Score -422723.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -422740.500000 Penalty: 2670.843018
	Iteration 18Q: 3 clusters Score -422740.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -422754.812500 Penalty: 2670.843018
	Iteration 19Q: 3 clusters Score -422754.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -422769.312500 Penalty: 2670.843018
	Iteration 20F: 3 clusters Score -422769.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -422777.875000 Penalty: 2670.843018
	Iteration 21Q: 3 clusters Score -422777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -422781.843750 Penalty: 2670.843018
	Iteration 22Q: 3 clusters Score -422781.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -422786.843750 Penalty: 2670.843018
	Iteration 23Q: 3 clusters Score -422786.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -422790.875000 Penalty: 2670.843018
	Iteration 24Q: 3 clusters Score -422790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -422794.406250 Penalty: 2670.843018
	Iteration 25Q: 3 clusters Score -422794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -422794.156250 Penalty: 2670.843018
	Iteration 26Q: 3 clusters Score -422794.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -422795.343750 Penalty: 2670.843018
	Iteration 27Q: 3 clusters Score -422795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -422796.531250 Penalty: 2670.843018
	Iteration 28Q: 3 clusters Score -422796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -422797.968750 Penalty: 2670.843018
	Iteration 29Q: 3 clusters Score -422798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -422801.187500 Penalty: 2670.843018
	Iteration 30Q: 3 clusters Score -422801.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -422805.531250 Penalty: 2670.843018
	Iteration 31Q: 3 clusters Score -422805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -422810.625000 Penalty: 2670.843018
	Iteration 32Q: 3 clusters Score -422810.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -422817.968750 Penalty: 2670.843018
	Iteration 33Q: 3 clusters Score -422818 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -422829.031250 Penalty: 2670.843018
	Iteration 34Q: 3 clusters Score -422829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -422837.218750 Penalty: 2670.843018
	Iteration 35Q: 3 clusters Score -422837.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -422844.968750 Penalty: 2670.843018
	Iteration 36Q: 3 clusters Score -422845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -422852.781250 Penalty: 2670.843018
	Iteration 37Q: 3 clusters Score -422852.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -422856.281250 Penalty: 2670.843018
	Iteration 38Q: 3 clusters Score -422856.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -422858.718750 Penalty: 2670.843018
	Iteration 39Q: 3 clusters Score -422858.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -422861.937500 Penalty: 2670.843018
	Iteration 40F: 3 clusters Score -422861.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -422867.156250 Penalty: 2670.843018
	Iteration 41Q: 3 clusters Score -422867.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -422869.656250 Penalty: 2670.843018
	Iteration 42Q: 3 clusters Score -422869.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -422871.875000 Penalty: 2670.843018
	Iteration 43Q: 3 clusters Score -422871.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -422873.281250 Penalty: 2670.843018
	Iteration 44Q: 3 clusters Score -422873.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -422874.687500 Penalty: 2670.843018
	Iteration 45Q: 3 clusters Score -422874.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -422875.625000 Penalty: 2670.843018
	Iteration 46Q: 3 clusters Score -422875.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -422877.781250 Penalty: 2670.843018
	Iteration 47Q: 3 clusters Score -422877.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -422881.031250 Penalty: 2670.843018
	Iteration 48Q: 3 clusters Score -422881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -422883.250000 Penalty: 2670.843018
	Iteration 49Q: 3 clusters Score -422883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -422884.437500 Penalty: 2670.843018
	Iteration 50Q: 3 clusters Score -422884.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -422884.125000 Penalty: 2670.843018
	Iteration 51Q: 3 clusters Score -422884.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -422884.125000 Penalty: 2670.843018
	Iteration 52F: 3 clusters Score -422884.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -185761.718750 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -185761.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -183878.187500 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -183878.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -184261.515625 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -184261.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -184359.656250 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -184359.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -184411.296875 Penalty: 2416.133789
	Iteration 3Q: 3 clusters Score -184411.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184457.734375 Penalty: 2416.133789
	Iteration 4Q: 3 clusters Score -184457.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -184497.187500 Penalty: 2416.133789
	Iteration 5Q: 3 clusters Score -184497.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184544.312500 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -184544.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184573.421875 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -184573.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184603.781250 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -184603.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -184626.515625 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -184626.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -184643.000000 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -184643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -184657.796875 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -184657.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -184672.265625 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -184672.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184694.984375 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -184695 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -184708.703125 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -184708.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -184727.546875 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -184727.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -184753.812500 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -184753.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -184786.640625 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -184786.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -184814.734375 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -184814.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -184835.218750 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -184835.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -184863.140625 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -184863.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -184887.953125 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -184888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -184906.562500 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -184906.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -184918.640625 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -184918.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -184931.703125 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -184931.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -184952.281250 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -184952.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -184978.859375 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -184978.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -185009.453125 Penalty: 2416.133789
	Iteration 27Q: 3 clusters Score -185009.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -185030.421875 Penalty: 2416.133789
	Iteration 28Q: 3 clusters Score -185030.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185041.421875 Penalty: 2416.133789
	Iteration 29Q: 3 clusters Score -185041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -185046.343750 Penalty: 2416.133789
	Iteration 30Q: 3 clusters Score -185046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -185049.515625 Penalty: 2416.133789
	Iteration 31Q: 3 clusters Score -185049.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -185052.625000 Penalty: 2416.133789
	Iteration 32Q: 3 clusters Score -185052.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -185055.968750 Penalty: 2416.133789
	Iteration 33Q: 3 clusters Score -185056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -185059.656250 Penalty: 2416.133789
	Iteration 34Q: 3 clusters Score -185059.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -185065.406250 Penalty: 2416.133789
	Iteration 35Q: 3 clusters Score -185065.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -185071.328125 Penalty: 2416.133789
	Iteration 36Q: 3 clusters Score -185071.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185079.640625 Penalty: 2416.133789
	Iteration 37Q: 3 clusters Score -185079.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -185094.906250 Penalty: 2416.133789
	Iteration 38Q: 3 clusters Score -185094.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -185115.734375 Penalty: 2416.133789
	Iteration 39Q: 3 clusters Score -185115.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -185127.687500 Penalty: 2416.133789
	Iteration 40F: 3 clusters Score -185127.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -185134.437500 Penalty: 2416.133789
	Iteration 41Q: 3 clusters Score -185134.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -185138.953125 Penalty: 2416.133789
	Iteration 42Q: 3 clusters Score -185139 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -185146.984375 Penalty: 2416.133789
	Iteration 43Q: 3 clusters Score -185147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -185154.296875 Penalty: 2416.133789
	Iteration 44Q: 3 clusters Score -185154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -185162.984375 Penalty: 2416.133789
	Iteration 45Q: 3 clusters Score -185163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -185173.171875 Penalty: 2416.133789
	Iteration 46Q: 3 clusters Score -185173.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -185183.250000 Penalty: 2416.133789
	Iteration 47Q: 3 clusters Score -185183.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -185193.734375 Penalty: 2416.133789
	Iteration 48Q: 3 clusters Score -185193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -185209.625000 Penalty: 2416.133789
	Iteration 49Q: 3 clusters Score -185209.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -185218.265625 Penalty: 2416.133789
	Iteration 50Q: 3 clusters Score -185218.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -185234.593750 Penalty: 2416.133789
	Iteration 51Q: 3 clusters Score -185234.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -185249.015625 Penalty: 2416.133789
	Iteration 52Q: 3 clusters Score -185249 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -185261.875000 Penalty: 2416.133789
	Iteration 53Q: 3 clusters Score -185261.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -185268.750000 Penalty: 2416.133789
	Iteration 54Q: 3 clusters Score -185268.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -185272.531250 Penalty: 2416.133789
	Iteration 55Q: 3 clusters Score -185272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -185275.531250 Penalty: 2416.133789
	Iteration 56Q: 3 clusters Score -185275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -185281.156250 Penalty: 2416.133789
	Iteration 57Q: 3 clusters Score -185281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -185281.156250 Penalty: 2416.133789
	Iteration 58F: 3 clusters Score -185281.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Entering Unmasked Estep 
Score: -480356.937500 Penalty: 1357.825684
	Iteration 0F: 2 clusters Score -480356.9 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 2093 members 
Entering Unmasked Estep 
Score: -476897.375000 Penalty: 2715.651367
	Iteration 0F: 3 clusters Score -476897.4 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -477869.125000 Penalty: 2715.651367
	Iteration 1F: 3 clusters Score -477869.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -478165.875000 Penalty: 2715.651367
	Iteration 2F: 3 clusters Score -478165.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -478454.468750 Penalty: 2715.651367
	Iteration 3F: 3 clusters Score -478454.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -478748.312500 Penalty: 2715.651367
	Iteration 4F: 3 clusters Score -478748.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -479063.875000 Penalty: 2715.651367
	Iteration 5F: 3 clusters Score -479063.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -479417.062500 Penalty: 2715.651367
	Iteration 6F: 3 clusters Score -479417.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -479777.593750 Penalty: 2715.651367
	Iteration 7F: 3 clusters Score -479777.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -480243.593750 Penalty: 2715.651367
	Iteration 8Q: 3 clusters Score -480243.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -480523.562500 Penalty: 2715.651367
	Iteration 9Q: 3 clusters Score -480523.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -480621.843750 Penalty: 2715.651367
	Iteration 10Q: 3 clusters Score -480621.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -480657.156250 Penalty: 2715.651367
	Iteration 11Q: 3 clusters Score -480657.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -480666.625000 Penalty: 2715.651367
	Iteration 12Q: 3 clusters Score -480666.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -480667.531250 Penalty: 2715.651367
	Iteration 13Q: 3 clusters Score -480667.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -480667.656250 Penalty: 2715.651367
	Iteration 14Q: 3 clusters Score -480667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -480667.656250 Penalty: 2715.651367
	Iteration 15F: 3 clusters Score -480667.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 10354 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 2908 members 
Mstep: Class 38 contains 1480 members 
Entering Unmasked Estep 
Score: -40118708.000000 Penalty: 79030.187500
Splitting cluster 31 changes total score from -40119016.000000 to -40118708.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -143929.640625 Penalty: 1167.008667
	Iteration 0F: 2 clusters Score -143929.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -142333.421875 Penalty: 2334.017334
	Iteration 0F: 3 clusters Score -142333.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -142866.843750 Penalty: 2334.017334
	Iteration 1F: 3 clusters Score -142866.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143057.687500 Penalty: 2334.017334
	Iteration 2F: 3 clusters Score -143057.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143165.625000 Penalty: 2334.017334
	Iteration 3F: 3 clusters Score -143165.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -143253.609375 Penalty: 2334.017334
	Iteration 4Q: 3 clusters Score -143253.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -143308.437500 Penalty: 2334.017334
	Iteration 5Q: 3 clusters Score -143308.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -143336.937500 Penalty: 2334.017334
	Iteration 6Q: 3 clusters Score -143336.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -143346.062500 Penalty: 2334.017334
	Iteration 7Q: 3 clusters Score -143346.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -143349.593750 Penalty: 2334.017334
	Iteration 8Q: 3 clusters Score -143349.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -143352.640625 Penalty: 2334.017334
	Iteration 9Q: 3 clusters Score -143352.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143353.843750 Penalty: 2334.017334
	Iteration 10Q: 3 clusters Score -143353.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -143354.609375 Penalty: 2334.017334
	Iteration 11Q: 3 clusters Score -143354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -143355.078125 Penalty: 2334.017334
	Iteration 12Q: 3 clusters Score -143355.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -143355.968750 Penalty: 2334.017334
	Iteration 13Q: 3 clusters Score -143356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -143355.968750 Penalty: 2334.017334
	Iteration 14F: 3 clusters Score -143356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (10354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Entering Unmasked Estep 
Score: -1191403.250000 Penalty: 1502.333374
	Iteration 0F: 2 clusters Score -1191403 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 5162 members 
Entering Unmasked Estep 
Score: -1184043.500000 Penalty: 3004.666748
	Iteration 0F: 3 clusters Score -1184044 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1186495.500000 Penalty: 3004.666748
	Iteration 1F: 3 clusters Score -1186496 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1186864.125000 Penalty: 3004.666748
	Iteration 2F: 3 clusters Score -1186864 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1187462.000000 Penalty: 3004.666748
	Iteration 3F: 3 clusters Score -1187462 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1188561.000000 Penalty: 3004.666748
	Iteration 4F: 3 clusters Score -1188561 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1189615.500000 Penalty: 3004.666748
	Iteration 5F: 3 clusters Score -1189616 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1190190.500000 Penalty: 3004.666748
	Iteration 6F: 3 clusters Score -1190190 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1190567.875000 Penalty: 3004.666748
	Iteration 7F: 3 clusters Score -1190568 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1190847.375000 Penalty: 3004.666748
	Iteration 8Q: 3 clusters Score -1190847 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1191065.250000 Penalty: 3004.666748
	Iteration 9Q: 3 clusters Score -1191065 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1191245.500000 Penalty: 3004.666748
	Iteration 10Q: 3 clusters Score -1191246 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1191378.875000 Penalty: 3004.666748
	Iteration 11Q: 3 clusters Score -1191379 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1191467.250000 Penalty: 3004.666748
	Iteration 12Q: 3 clusters Score -1191467 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1191548.625000 Penalty: 3004.666748
	Iteration 13Q: 3 clusters Score -1191549 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1191613.000000 Penalty: 3004.666748
	Iteration 14Q: 3 clusters Score -1191613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1191664.375000 Penalty: 3004.666748
	Iteration 15Q: 3 clusters Score -1191664 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1191700.500000 Penalty: 3004.666748
	Iteration 16Q: 3 clusters Score -1191700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1191750.250000 Penalty: 3004.666748
	Iteration 17Q: 3 clusters Score -1191750 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1191826.500000 Penalty: 3004.666748
	Iteration 18Q: 3 clusters Score -1191826 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1191917.625000 Penalty: 3004.666748
	Iteration 19Q: 3 clusters Score -1191918 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1192041.250000 Penalty: 3004.666748
	Iteration 20F: 3 clusters Score -1192041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1192200.750000 Penalty: 3004.666748
	Iteration 21Q: 3 clusters Score -1192201 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1192300.125000 Penalty: 3004.666748
	Iteration 22Q: 3 clusters Score -1192300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1192341.500000 Penalty: 3004.666748
	Iteration 23Q: 3 clusters Score -1192342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1192352.375000 Penalty: 3004.666748
	Iteration 24Q: 3 clusters Score -1192352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1192363.625000 Penalty: 3004.666748
	Iteration 25Q: 3 clusters Score -1192364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1192361.375000 Penalty: 3004.666748
	Iteration 26Q: 3 clusters Score -1192361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1192361.000000 Penalty: 3004.666748
	Iteration 27Q: 3 clusters Score -1192361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1192365.375000 Penalty: 3004.666748
	Iteration 28Q: 3 clusters Score -1192365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1192365.375000 Penalty: 3004.666748
	Iteration 29F: 3 clusters Score -1192365 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 4456 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 2908 members 
Mstep: Class 38 contains 1170 members 
Entering Unmasked Estep 
Score: -40119600.000000 Penalty: 79030.187500
Splitting cluster 33 changes total score from -40119016.000000 to -40119600.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 34 (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: -449390.000000 Penalty: 1365.326172
	Iteration 0F: 2 clusters Score -449390 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 2213 members 
Entering Unmasked Estep 
Score: -445725.593750 Penalty: 2730.652344
	Iteration 0F: 3 clusters Score -445725.6 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -446962.187500 Penalty: 2730.652344
	Iteration 1F: 3 clusters Score -446962.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -447560.531250 Penalty: 2730.652344
	Iteration 2F: 3 clusters Score -447560.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -448112.125000 Penalty: 2730.652344
	Iteration 3F: 3 clusters Score -448112.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -448499.562500 Penalty: 2730.652344
	Iteration 4F: 3 clusters Score -448499.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -448776.625000 Penalty: 2730.652344
	Iteration 5F: 3 clusters Score -448776.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -448962.000000 Penalty: 2730.652344
	Iteration 6Q: 3 clusters Score -448962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -449072.468750 Penalty: 2730.652344
	Iteration 7Q: 3 clusters Score -449072.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -449165.687500 Penalty: 2730.652344
	Iteration 8Q: 3 clusters Score -449165.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -449256.125000 Penalty: 2730.652344
	Iteration 9Q: 3 clusters Score -449256.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -449323.281250 Penalty: 2730.652344
	Iteration 10Q: 3 clusters Score -449323.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -449383.906250 Penalty: 2730.652344
	Iteration 11Q: 3 clusters Score -449383.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -449448.437500 Penalty: 2730.652344
	Iteration 12Q: 3 clusters Score -449448.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -449501.687500 Penalty: 2730.652344
	Iteration 13Q: 3 clusters Score -449501.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -449577.437500 Penalty: 2730.652344
	Iteration 14Q: 3 clusters Score -449577.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -449649.250000 Penalty: 2730.652344
	Iteration 15Q: 3 clusters Score -449649.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -449703.843750 Penalty: 2730.652344
	Iteration 16Q: 3 clusters Score -449703.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -449735.468750 Penalty: 2730.652344
	Iteration 17Q: 3 clusters Score -449735.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -449758.625000 Penalty: 2730.652344
	Iteration 18Q: 3 clusters Score -449758.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -449781.968750 Penalty: 2730.652344
	Iteration 19Q: 3 clusters Score -449782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -449797.968750 Penalty: 2730.652344
	Iteration 20F: 3 clusters Score -449798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -449817.656250 Penalty: 2730.652344
	Iteration 21Q: 3 clusters Score -449817.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -449833.125000 Penalty: 2730.652344
	Iteration 22Q: 3 clusters Score -449833.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -449849.437500 Penalty: 2730.652344
	Iteration 23Q: 3 clusters Score -449849.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -449866.156250 Penalty: 2730.652344
	Iteration 24Q: 3 clusters Score -449866.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -449881.843750 Penalty: 2730.652344
	Iteration 25Q: 3 clusters Score -449881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -449892.468750 Penalty: 2730.652344
	Iteration 26Q: 3 clusters Score -449892.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -449898.468750 Penalty: 2730.652344
	Iteration 27Q: 3 clusters Score -449898.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -449901.593750 Penalty: 2730.652344
	Iteration 28Q: 3 clusters Score -449901.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -449908.062500 Penalty: 2730.652344
	Iteration 29Q: 3 clusters Score -449908.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -449914.187500 Penalty: 2730.652344
	Iteration 30Q: 3 clusters Score -449914.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -449922.000000 Penalty: 2730.652344
	Iteration 31Q: 3 clusters Score -449922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -449933.718750 Penalty: 2730.652344
	Iteration 32Q: 3 clusters Score -449933.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -449950.125000 Penalty: 2730.652344
	Iteration 33Q: 3 clusters Score -449950.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -449965.156250 Penalty: 2730.652344
	Iteration 34Q: 3 clusters Score -449965.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -449982.875000 Penalty: 2730.652344
	Iteration 35Q: 3 clusters Score -449982.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -449999.343750 Penalty: 2730.652344
	Iteration 36Q: 3 clusters Score -449999.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -450009.656250 Penalty: 2730.652344
	Iteration 37Q: 3 clusters Score -450009.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -450017.437500 Penalty: 2730.652344
	Iteration 38Q: 3 clusters Score -450017.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -450023.187500 Penalty: 2730.652344
	Iteration 39Q: 3 clusters Score -450023.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -450025.562500 Penalty: 2730.652344
	Iteration 40F: 3 clusters Score -450025.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -450030.281250 Penalty: 2730.652344
	Iteration 41Q: 3 clusters Score -450030.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -450038.843750 Penalty: 2730.652344
	Iteration 42Q: 3 clusters Score -450038.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -450053.687500 Penalty: 2730.652344
	Iteration 43Q: 3 clusters Score -450053.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -450076.250000 Penalty: 2730.652344
	Iteration 44Q: 3 clusters Score -450076.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -450113.843750 Penalty: 2730.652344
	Iteration 45Q: 3 clusters Score -450113.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -450150.156250 Penalty: 2730.652344
	Iteration 46Q: 3 clusters Score -450150.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -450194.875000 Penalty: 2730.652344
	Iteration 47Q: 3 clusters Score -450194.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -450254.437500 Penalty: 2730.652344
	Iteration 48Q: 3 clusters Score -450254.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -450338.031250 Penalty: 2730.652344
	Iteration 49Q: 3 clusters Score -450338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -450443.125000 Penalty: 2730.652344
	Iteration 50Q: 3 clusters Score -450443.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -450519.406250 Penalty: 2730.652344
	Iteration 51Q: 3 clusters Score -450519.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -450547.812500 Penalty: 2730.652344
	Iteration 52Q: 3 clusters Score -450547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -450568.812500 Penalty: 2730.652344
	Iteration 53Q: 3 clusters Score -450568.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -450579.031250 Penalty: 2730.652344
	Iteration 54Q: 3 clusters Score -450579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -450582.875000 Penalty: 2730.652344
	Iteration 55Q: 3 clusters Score -450582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -450583.593750 Penalty: 2730.652344
	Iteration 56Q: 3 clusters Score -450583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -450583.593750 Penalty: 2730.652344
	Iteration 57F: 3 clusters Score -450583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 3917 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 2908 members 
Mstep: Class 38 contains 1170 members 
Mstep: Class 39 contains 539 members 
Entering Unmasked Estep 
Score: -40120096.000000 Penalty: 81109.929688
Splitting cluster 34 changes total score from -40119016.000000 to -40120096.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 35 (10138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Entering Unmasked Estep 
Score: -1180471.250000 Penalty: 1498.907471
	Iteration 0F: 2 clusters Score -1180471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1173167.250000 Penalty: 2997.814941
	Iteration 0F: 3 clusters Score -1173167 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1175557.000000 Penalty: 2997.814941
	Iteration 1F: 3 clusters Score -1175557 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1175815.625000 Penalty: 2997.814941
	Iteration 2F: 3 clusters Score -1175816 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1176021.750000 Penalty: 2997.814941
	Iteration 3Q: 3 clusters Score -1176022 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1176165.250000 Penalty: 2997.814941
	Iteration 4Q: 3 clusters Score -1176165 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1176277.625000 Penalty: 2997.814941
	Iteration 5Q: 3 clusters Score -1176278 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1176366.625000 Penalty: 2997.814941
	Iteration 6Q: 3 clusters Score -1176367 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1176436.500000 Penalty: 2997.814941
	Iteration 7Q: 3 clusters Score -1176436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1176517.750000 Penalty: 2997.814941
	Iteration 8Q: 3 clusters Score -1176518 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1176603.625000 Penalty: 2997.814941
	Iteration 9Q: 3 clusters Score -1176604 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1176712.500000 Penalty: 2997.814941
	Iteration 10Q: 3 clusters Score -1176712 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1176846.250000 Penalty: 2997.814941
	Iteration 11Q: 3 clusters Score -1176846 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1177015.250000 Penalty: 2997.814941
	Iteration 12Q: 3 clusters Score -1177015 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1177214.625000 Penalty: 2997.814941
	Iteration 13Q: 3 clusters Score -1177215 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1177421.500000 Penalty: 2997.814941
	Iteration 14Q: 3 clusters Score -1177422 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1177608.625000 Penalty: 2997.814941
	Iteration 15Q: 3 clusters Score -1177609 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1177738.125000 Penalty: 2997.814941
	Iteration 16Q: 3 clusters Score -1177738 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1177838.000000 Penalty: 2997.814941
	Iteration 17Q: 3 clusters Score -1177838 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 6622 members 
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Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 6719 members 
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Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 6796 members 
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Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2930 members 
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Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1178411 nChanged 43
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Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7508 members 
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 7582 members 
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Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2525 members 
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Mstep: Class 1 contains 2518 members 
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Mstep: Class 1 contains 2508 members 
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Mstep: Class 1 contains 2502 members 
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Mstep: Class 1 contains 2495 members 
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Mstep: Class 1 contains 2488 members 
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Mstep: Class 1 contains 2474 members 
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Mstep: Class 1 contains 2464 members 
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Mstep: Class 1 contains 2441 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2410 members 
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Mstep: Class 1 contains 2405 members 
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Mstep: Class 1 contains 2401 members 
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	Iteration 60F: 3 clusters Score -1178501 nChanged 6
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Mstep: Class 1 contains 2395 members 
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Mstep: Class 1 contains 2385 members 
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Mstep: Class 1 contains 2376 members 
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Mstep: Class 1 contains 2367 members 
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Mstep: Class 1 contains 2358 members 
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	Iteration 65Q: 3 clusters Score -1178512 nChanged 9
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Mstep: Class 1 contains 2351 members 
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	Iteration 66Q: 3 clusters Score -1178514 nChanged 9
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Mstep: Class 1 contains 2344 members 
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	Iteration 67Q: 3 clusters Score -1178517 nChanged 14
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	Iteration 68Q: 3 clusters Score -1178521 nChanged 14
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Mstep: Class 1 contains 2286 members 
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Mstep: Class 1 contains 2275 members 
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	Iteration 72Q: 3 clusters Score -1178530 nChanged 14
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Mstep: Class 1 contains 2265 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1178532 nChanged 19
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Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 7892 members 
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	Iteration 76Q: 3 clusters Score -1178543 nChanged 13
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Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 7932 members 
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Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7943 members 
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	Iteration 78Q: 3 clusters Score -1178549 nChanged 12
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Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 7955 members 
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	Iteration 79Q: 3 clusters Score -1178550 nChanged 11
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Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 7966 members 
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	Iteration 80F: 3 clusters Score -1178550 nChanged 8
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Mstep: Class 1 contains 2164 members 
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	Iteration 81Q: 3 clusters Score -1178555 nChanged 13
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Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7987 members 
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	Iteration 82Q: 3 clusters Score -1178557 nChanged 16
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 8001 members 
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	Iteration 84Q: 3 clusters Score -1178566 nChanged 14
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Mstep: Class 1 contains 2108 members 
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	Iteration 85Q: 3 clusters Score -1178564 nChanged 11
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Mstep: Class 1 contains 2097 members 
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	Iteration 86Q: 3 clusters Score -1178569 nChanged 11
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Mstep: Class 1 contains 2086 members 
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	Iteration 87Q: 3 clusters Score -1178573 nChanged 17
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Mstep: Class 1 contains 2069 members 
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	Iteration 88Q: 3 clusters Score -1178576 nChanged 16
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Mstep: Class 1 contains 2053 members 
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Mstep: Class 1 contains 2020 members 
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	Iteration 91Q: 3 clusters Score -1178590 nChanged 32
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	Iteration 94Q: 3 clusters Score -1178604 nChanged 28
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	Iteration 96Q: 3 clusters Score -1178617 nChanged 27
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	Iteration 97Q: 3 clusters Score -1178624 nChanged 23
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	Iteration 98Q: 3 clusters Score -1178630 nChanged 23
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	Iteration 99Q: 3 clusters Score -1178635 nChanged 17
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Mstep: Class 1 contains 1792 members 
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	Iteration 100F: 3 clusters Score -1178641 nChanged 23
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	Iteration 103Q: 3 clusters Score -1178660 nChanged 26
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	Iteration 105Q: 3 clusters Score -1178676 nChanged 36
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	Iteration 106Q: 3 clusters Score -1178688 nChanged 35
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	Iteration 107Q: 3 clusters Score -1178697 nChanged 33
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	Iteration 108Q: 3 clusters Score -1178706 nChanged 30
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	Iteration 109Q: 3 clusters Score -1178714 nChanged 25
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	Iteration 110Q: 3 clusters Score -1178721 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1178731.125000 Penalty: 2997.814941
	Iteration 111Q: 3 clusters Score -1178731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1178743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1178752.875000 Penalty: 2997.814941
	Iteration 113Q: 3 clusters Score -1178753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1178765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1178776.125000 Penalty: 2997.814941
	Iteration 115Q: 3 clusters Score -1178776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1178788.500000 Penalty: 2997.814941
	Iteration 116Q: 3 clusters Score -1178788 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -1178801.375000 Penalty: 2997.814941
	Iteration 117Q: 3 clusters Score -1178801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1178819.875000 Penalty: 2997.814941
	Iteration 118Q: 3 clusters Score -1178820 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1178837.625000 Penalty: 2997.814941
	Iteration 119Q: 3 clusters Score -1178838 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1178849.625000 Penalty: 2997.814941
	Iteration 120F: 3 clusters Score -1178850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1178860.750000 Penalty: 2997.814941
	Iteration 121Q: 3 clusters Score -1178861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1178868.750000 Penalty: 2997.814941
	Iteration 122Q: 3 clusters Score -1178869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -1178877.875000 Penalty: 2997.814941
	Iteration 123Q: 3 clusters Score -1178878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1178882.875000 Penalty: 2997.814941
	Iteration 124Q: 3 clusters Score -1178883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1178885.750000 Penalty: 2997.814941
	Iteration 125Q: 3 clusters Score -1178886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1178893.875000 Penalty: 2997.814941
	Iteration 126Q: 3 clusters Score -1178894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1178902.125000 Penalty: 2997.814941
	Iteration 127Q: 3 clusters Score -1178902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1178903.625000 Penalty: 2997.814941
	Iteration 128Q: 3 clusters Score -1178904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1178909.500000 Penalty: 2997.814941
	Iteration 129Q: 3 clusters Score -1178910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1178914.375000 Penalty: 2997.814941
	Iteration 130Q: 3 clusters Score -1178914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1178916.250000 Penalty: 2997.814941
	Iteration 131Q: 3 clusters Score -1178916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1178921.125000 Penalty: 2997.814941
	Iteration 132Q: 3 clusters Score -1178921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1178928.375000 Penalty: 2997.814941
	Iteration 133Q: 3 clusters Score -1178928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1178930.125000 Penalty: 2997.814941
	Iteration 134Q: 3 clusters Score -1178930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1178931.750000 Penalty: 2997.814941
	Iteration 135Q: 3 clusters Score -1178932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1178933.875000 Penalty: 2997.814941
	Iteration 136Q: 3 clusters Score -1178934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1178934.625000 Penalty: 2997.814941
	Iteration 137Q: 3 clusters Score -1178935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1178936.250000 Penalty: 2997.814941
	Iteration 138Q: 3 clusters Score -1178936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1178939.875000 Penalty: 2997.814941
	Iteration 139Q: 3 clusters Score -1178940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1178939.000000 Penalty: 2997.814941
	Iteration 140F: 3 clusters Score -1178939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1178941.875000 Penalty: 2997.814941
	Iteration 141Q: 3 clusters Score -1178942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1178940.000000 Penalty: 2997.814941
	Iteration 142Q: 3 clusters Score -1178940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1178940.125000 Penalty: 2997.814941
	Iteration 143Q: 3 clusters Score -1178940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1178940.250000 Penalty: 2997.814941
	Iteration 144Q: 3 clusters Score -1178940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1178940.625000 Penalty: 2997.814941
	Iteration 145Q: 3 clusters Score -1178941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1178942.750000 Penalty: 2997.814941
	Iteration 146Q: 3 clusters Score -1178943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1178942.875000 Penalty: 2997.814941
	Iteration 147Q: 3 clusters Score -1178943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1178943.625000 Penalty: 2997.814941
	Iteration 148Q: 3 clusters Score -1178944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1178944.750000 Penalty: 2997.814941
	Iteration 149Q: 3 clusters Score -1178945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1178945.000000 Penalty: 2997.814941
	Iteration 150Q: 3 clusters Score -1178945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1178946.375000 Penalty: 2997.814941
	Iteration 151Q: 3 clusters Score -1178946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1178950.875000 Penalty: 2997.814941
	Iteration 152Q: 3 clusters Score -1178951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1178954.250000 Penalty: 2997.814941
	Iteration 153Q: 3 clusters Score -1178954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1178957.375000 Penalty: 2997.814941
	Iteration 154Q: 3 clusters Score -1178957 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1178960.750000 Penalty: 2997.814941
	Iteration 155Q: 3 clusters Score -1178961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1178960.375000 Penalty: 2997.814941
	Iteration 156Q: 3 clusters Score -1178960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1178963.750000 Penalty: 2997.814941
	Iteration 157Q: 3 clusters Score -1178964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1178965.375000 Penalty: 2997.814941
	Iteration 158Q: 3 clusters Score -1178965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1178965.500000 Penalty: 2997.814941
	Iteration 159Q: 3 clusters Score -1178966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1178965.750000 Penalty: 2997.814941
	Iteration 160F: 3 clusters Score -1178966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1178967.750000 Penalty: 2997.814941
	Iteration 161Q: 3 clusters Score -1178968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1178966.000000 Penalty: 2997.814941
	Iteration 162Q: 3 clusters Score -1178966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1178968.000000 Penalty: 2997.814941
	Iteration 163Q: 3 clusters Score -1178968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1178968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1178968.375000 Penalty: 2997.814941
	Iteration 165F: 3 clusters Score -1178968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Entering Unmasked Estep 
Score: -1265562.375000 Penalty: 1513.301758
	Iteration 0F: 2 clusters Score -1265562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1257693.750000 Penalty: 3026.603516
	Iteration 0F: 3 clusters Score -1257694 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1260252.250000 Penalty: 3026.603516
	Iteration 1F: 3 clusters Score -1260252 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1260505 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1260736.000000 Penalty: 3026.603516
	Iteration 3F: 3 clusters Score -1260736 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1260948.500000 Penalty: 3026.603516
	Iteration 4Q: 3 clusters Score -1260948 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1261146.625000 Penalty: 3026.603516
	Iteration 5Q: 3 clusters Score -1261147 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1261346.750000 Penalty: 3026.603516
	Iteration 6Q: 3 clusters Score -1261347 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1261603.500000 Penalty: 3026.603516
	Iteration 7Q: 3 clusters Score -1261604 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -1261904.625000 Penalty: 3026.603516
	Iteration 8Q: 3 clusters Score -1261905 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1262281.250000 Penalty: 3026.603516
	Iteration 9F: 3 clusters Score -1262281 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1262661.000000 Penalty: 3026.603516
	Iteration 10Q: 3 clusters Score -1262661 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1263025.750000 Penalty: 3026.603516
	Iteration 11Q: 3 clusters Score -1263026 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1263318.500000 Penalty: 3026.603516
	Iteration 12Q: 3 clusters Score -1263318 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1263557.625000 Penalty: 3026.603516
	Iteration 13Q: 3 clusters Score -1263558 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1263717.500000 Penalty: 3026.603516
	Iteration 14Q: 3 clusters Score -1263718 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1263824.000000 Penalty: 3026.603516
	Iteration 15Q: 3 clusters Score -1263824 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1263911.625000 Penalty: 3026.603516
	Iteration 16Q: 3 clusters Score -1263912 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1263984.750000 Penalty: 3026.603516
	Iteration 17Q: 3 clusters Score -1263985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1264037.250000 Penalty: 3026.603516
	Iteration 18Q: 3 clusters Score -1264037 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1264082.875000 Penalty: 3026.603516
	Iteration 19Q: 3 clusters Score -1264083 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1264114.125000 Penalty: 3026.603516
	Iteration 20F: 3 clusters Score -1264114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1264141.750000 Penalty: 3026.603516
	Iteration 21Q: 3 clusters Score -1264142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1264161.000000 Penalty: 3026.603516
	Iteration 22Q: 3 clusters Score -1264161 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1264183.000000 Penalty: 3026.603516
	Iteration 23Q: 3 clusters Score -1264183 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1264208.125000 Penalty: 3026.603516
	Iteration 24Q: 3 clusters Score -1264208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1264231.375000 Penalty: 3026.603516
	Iteration 25Q: 3 clusters Score -1264231 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1264259.000000 Penalty: 3026.603516
	Iteration 26Q: 3 clusters Score -1264259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1264289.125000 Penalty: 3026.603516
	Iteration 27Q: 3 clusters Score -1264289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1264310.875000 Penalty: 3026.603516
	Iteration 28Q: 3 clusters Score -1264311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1264336.500000 Penalty: 3026.603516
	Iteration 29Q: 3 clusters Score -1264336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1264354.750000 Penalty: 3026.603516
	Iteration 30Q: 3 clusters Score -1264355 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1264374.125000 Penalty: 3026.603516
	Iteration 31Q: 3 clusters Score -1264374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1264388.500000 Penalty: 3026.603516
	Iteration 32Q: 3 clusters Score -1264388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1264402.625000 Penalty: 3026.603516
	Iteration 33Q: 3 clusters Score -1264403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1264417.000000 Penalty: 3026.603516
	Iteration 34Q: 3 clusters Score -1264417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1264421.875000 Penalty: 3026.603516
	Iteration 35Q: 3 clusters Score -1264422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1264428.750000 Penalty: 3026.603516
	Iteration 36Q: 3 clusters Score -1264429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1264437.750000 Penalty: 3026.603516
	Iteration 37Q: 3 clusters Score -1264438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1264447.375000 Penalty: 3026.603516
	Iteration 38Q: 3 clusters Score -1264447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1264453.875000 Penalty: 3026.603516
	Iteration 39Q: 3 clusters Score -1264454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1264458.750000 Penalty: 3026.603516
	Iteration 40F: 3 clusters Score -1264459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1264462.375000 Penalty: 3026.603516
	Iteration 41Q: 3 clusters Score -1264462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1264463.000000 Penalty: 3026.603516
	Iteration 42Q: 3 clusters Score -1264463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1264464.500000 Penalty: 3026.603516
	Iteration 43Q: 3 clusters Score -1264464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1264465.250000 Penalty: 3026.603516
	Iteration 44Q: 3 clusters Score -1264465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1264466.625000 Penalty: 3026.603516
	Iteration 45Q: 3 clusters Score -1264467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1264469.000000 Penalty: 3026.603516
	Iteration 46Q: 3 clusters Score -1264469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1264469.125000 Penalty: 3026.603516
	Iteration 47Q: 3 clusters Score -1264469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1264469.125000 Penalty: 3026.603516
	Iteration 48F: 3 clusters Score -1264469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8154 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6537 members 
Mstep: Class 7 contains 16047 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5106 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 28451 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1815 members 
Mstep: Class 18 contains 88249 members 
Mstep: Class 19 contains 8513 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5921 members 
Mstep: Class 23 contains 898 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7670 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4255 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9184 members 
Mstep: Class 34 contains 3917 members 
Mstep: Class 35 contains 10138 members 
Mstep: Class 36 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40120712.000000 Penalty: 81109.929688
Iteration 79Q: 40 clusters Score -4.012071e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8225 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2886 members 
Mstep: Class 5 contains 2243 members 
Mstep: Class 6 contains 6534 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 5093 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5459 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 28519 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1806 members 
Mstep: Class 18 contains 88246 members 
Mstep: Class 19 contains 8507 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5914 members 
Mstep: Class 23 contains 971 members 
Mstep: Class 24 contains 44556 members 
Mstep: Class 25 contains 7679 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3707 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4247 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 3984 members 
Mstep: Class 35 contains 10143 members 
Mstep: Class 36 contains 11077 members 
Mstep: Class 37 contains 2771 members 
Mstep: Class 38 contains 1103 members 
Mstep: Class 39 contains 528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121540.000000 Penalty: 81109.929688
Iteration 80F: 40 clusters Score -4.012154e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 16051 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 5452 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 28549 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1775 members 
Mstep: Class 18 contains 88220 members 
Mstep: Class 19 contains 8480 members 
Mstep: Class 20 contains 18768 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5909 members 
Mstep: Class 23 contains 999 members 
Mstep: Class 24 contains 44529 members 
Mstep: Class 25 contains 7674 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3699 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4244 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4048 members 
Mstep: Class 35 contains 10155 members 
Mstep: Class 36 contains 11071 members 
Mstep: Class 37 contains 2858 members 
Mstep: Class 38 contains 1145 members 
Mstep: Class 39 contains 544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121860.000000 Penalty: 81109.929688
Iteration 81Q: 40 clusters Score -4.012186e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8149 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6491 members 
Mstep: Class 7 contains 16051 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 28571 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1742 members 
Mstep: Class 18 contains 88195 members 
Mstep: Class 19 contains 8456 members 
Mstep: Class 20 contains 18760 members 
Mstep: Class 21 contains 610 members 
Mstep: Class 22 contains 5900 members 
Mstep: Class 23 contains 1018 members 
Mstep: Class 24 contains 44522 members 
Mstep: Class 25 contains 7663 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 21105 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3695 members 
Mstep: Class 30 contains 1693 members 
Mstep: Class 31 contains 4244 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9151 members 
Mstep: Class 34 contains 4106 members 
Mstep: Class 35 contains 10167 members 
Mstep: Class 36 contains 11065 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 1172 members 
Mstep: Class 39 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122140.000000 Penalty: 81109.929688
Iteration 82Q: 40 clusters Score -4.012214e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8135 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6468 members 
Mstep: Class 7 contains 16055 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5438 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 28593 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1734 members 
Mstep: Class 18 contains 88187 members 
Mstep: Class 19 contains 8435 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5898 members 
Mstep: Class 23 contains 1029 members 
Mstep: Class 24 contains 44521 members 
Mstep: Class 25 contains 7652 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3696 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4241 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9151 members 
Mstep: Class 34 contains 4139 members 
Mstep: Class 35 contains 10179 members 
Mstep: Class 36 contains 11058 members 
Mstep: Class 37 contains 2918 members 
Mstep: Class 38 contains 1176 members 
Mstep: Class 39 contains 569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122200.000000 Penalty: 81109.929688
Iteration 83Q: 40 clusters Score -4.01222e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8121 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6459 members 
Mstep: Class 7 contains 16059 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5430 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 28609 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 88179 members 
Mstep: Class 19 contains 8415 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5897 members 
Mstep: Class 23 contains 1045 members 
Mstep: Class 24 contains 44515 members 
Mstep: Class 25 contains 7649 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3694 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4238 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4173 members 
Mstep: Class 35 contains 10191 members 
Mstep: Class 36 contains 11050 members 
Mstep: Class 37 contains 2919 members 
Mstep: Class 38 contains 1182 members 
Mstep: Class 39 contains 568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122280.000000 Penalty: 81109.929688
Iteration 84Q: 40 clusters Score -4.012228e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 8109 members 
Mstep: Class 3 contains 6089 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 6452 members 
Mstep: Class 7 contains 16066 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 10240 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 28623 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88169 members 
Mstep: Class 19 contains 8397 members 
Mstep: Class 20 contains 18762 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1058 members 
Mstep: Class 24 contains 44509 members 
Mstep: Class 25 contains 7642 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3690 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4238 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4186 members 
Mstep: Class 35 contains 10202 members 
Mstep: Class 36 contains 11047 members 
Mstep: Class 37 contains 2917 members 
Mstep: Class 38 contains 1191 members 
Mstep: Class 39 contains 567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122400.000000 Penalty: 81109.929688
Iteration 85Q: 40 clusters Score -4.01224e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8078 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2242 members 
Mstep: Class 6 contains 6445 members 
Mstep: Class 7 contains 16069 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 28631 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88167 members 
Mstep: Class 19 contains 8389 members 
Mstep: Class 20 contains 18768 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1081 members 
Mstep: Class 24 contains 44505 members 
Mstep: Class 25 contains 7634 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 21105 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4233 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4198 members 
Mstep: Class 35 contains 10204 members 
Mstep: Class 36 contains 11042 members 
Mstep: Class 37 contains 2922 members 
Mstep: Class 38 contains 1203 members 
Mstep: Class 39 contains 565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122388.000000 Penalty: 81109.929688
Iteration 86Q: 40 clusters Score -4.012239e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8064 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 16070 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5367 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 28643 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 88164 members 
Mstep: Class 19 contains 8382 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1100 members 
Mstep: Class 24 contains 44501 members 
Mstep: Class 25 contains 7620 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 21105 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4229 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4208 members 
Mstep: Class 35 contains 10205 members 
Mstep: Class 36 contains 11037 members 
Mstep: Class 37 contains 2928 members 
Mstep: Class 38 contains 1211 members 
Mstep: Class 39 contains 564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122352.000000 Penalty: 81109.929688
Iteration 87Q: 40 clusters Score -4.012235e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8043 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 16069 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 5427 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 28648 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1730 members 
Mstep: Class 18 contains 88161 members 
Mstep: Class 19 contains 8372 members 
Mstep: Class 20 contains 18777 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1121 members 
Mstep: Class 24 contains 44505 members 
Mstep: Class 25 contains 7612 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21105 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4227 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4217 members 
Mstep: Class 35 contains 10206 members 
Mstep: Class 36 contains 11041 members 
Mstep: Class 37 contains 2934 members 
Mstep: Class 38 contains 1220 members 
Mstep: Class 39 contains 563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122424.000000 Penalty: 81109.929688
Iteration 88Q: 40 clusters Score -4.012242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 8024 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6421 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 2210 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 28657 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 1730 members 
Mstep: Class 18 contains 88156 members 
Mstep: Class 19 contains 8369 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1133 members 
Mstep: Class 24 contains 44503 members 
Mstep: Class 25 contains 7608 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4225 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4224 members 
Mstep: Class 35 contains 10207 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 2936 members 
Mstep: Class 38 contains 1226 members 
Mstep: Class 39 contains 562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122372.000000 Penalty: 81109.929688
Iteration 89Q: 40 clusters Score -4.012237e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7998 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2211 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 28664 members 
Mstep: Class 16 contains 3611 members 
Mstep: Class 17 contains 1729 members 
Mstep: Class 18 contains 88153 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1148 members 
Mstep: Class 24 contains 44505 members 
Mstep: Class 25 contains 7607 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4224 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4230 members 
Mstep: Class 35 contains 10208 members 
Mstep: Class 36 contains 11040 members 
Mstep: Class 37 contains 2939 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122432.000000 Penalty: 81109.929688
Iteration 90Q: 40 clusters Score -4.012243e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7974 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5373 members 
Mstep: Class 10 contains 5052 members 
Mstep: Class 11 contains 2212 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10239 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 28671 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1727 members 
Mstep: Class 18 contains 88151 members 
Mstep: Class 19 contains 8354 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1155 members 
Mstep: Class 24 contains 44508 members 
Mstep: Class 25 contains 7606 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4224 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 10210 members 
Mstep: Class 36 contains 11043 members 
Mstep: Class 37 contains 2944 members 
Mstep: Class 38 contains 1234 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122460.000000 Penalty: 81109.929688
Iteration 91Q: 40 clusters Score -4.012246e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5372 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28678 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88150 members 
Mstep: Class 19 contains 8351 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1162 members 
Mstep: Class 24 contains 44509 members 
Mstep: Class 25 contains 7607 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4223 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9146 members 
Mstep: Class 34 contains 4241 members 
Mstep: Class 35 contains 10215 members 
Mstep: Class 36 contains 11044 members 
Mstep: Class 37 contains 2948 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122400.000000 Penalty: 81109.929688
Iteration 92Q: 40 clusters Score -4.01224e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2213 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10238 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28683 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88147 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1165 members 
Mstep: Class 24 contains 44511 members 
Mstep: Class 25 contains 7605 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4223 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4243 members 
Mstep: Class 35 contains 10214 members 
Mstep: Class 36 contains 11044 members 
Mstep: Class 37 contains 2950 members 
Mstep: Class 38 contains 1231 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122404.000000 Penalty: 81109.929688
Iteration 93Q: 40 clusters Score -4.01224e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5371 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10237 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28689 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88142 members 
Mstep: Class 19 contains 8348 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1165 members 
Mstep: Class 24 contains 44511 members 
Mstep: Class 25 contains 7604 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4222 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4246 members 
Mstep: Class 35 contains 10215 members 
Mstep: Class 36 contains 11042 members 
Mstep: Class 37 contains 2952 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122404.000000 Penalty: 81109.929688
Iteration 94Q: 40 clusters Score -4.01224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 10236 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28691 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88142 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18776 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 44510 members 
Mstep: Class 25 contains 7602 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 2955 members 
Mstep: Class 38 contains 1233 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122452.000000 Penalty: 81109.929688
Iteration 95Q: 40 clusters Score -4.012245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7919 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10235 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28694 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88141 members 
Mstep: Class 19 contains 8354 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 44511 members 
Mstep: Class 25 contains 7601 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4248 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11036 members 
Mstep: Class 37 contains 2958 members 
Mstep: Class 38 contains 1235 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122408.000000 Penalty: 81109.929688
Iteration 96Q: 40 clusters Score -4.012241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5374 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10234 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28699 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88139 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 44515 members 
Mstep: Class 25 contains 7596 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2965 members 
Mstep: Class 38 contains 1236 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122436.000000 Penalty: 81109.929688
Iteration 97Q: 40 clusters Score -4.012244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10231 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28700 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88140 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 44516 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2968 members 
Mstep: Class 38 contains 1237 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122400.000000 Penalty: 81109.929688
Iteration 98Q: 40 clusters Score -4.01224e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6426 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10229 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28700 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88141 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 44517 members 
Mstep: Class 25 contains 7593 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2974 members 
Mstep: Class 38 contains 1240 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122444.000000 Penalty: 81109.929688
Iteration 99Q: 40 clusters Score -4.012244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7895 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10226 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28700 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1726 members 
Mstep: Class 18 contains 88142 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1166 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7593 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4248 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2978 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122652.000000 Penalty: 81109.929688
Iteration 100F: 40 clusters Score -4.012265e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7891 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6424 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2214 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10222 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28702 members 
Mstep: Class 16 contains 3617 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 88141 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18775 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1174 members 
Mstep: Class 24 contains 44521 members 
Mstep: Class 25 contains 7596 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 905 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4221 members 
Mstep: Class 32 contains 1319 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4244 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2982 members 
Mstep: Class 38 contains 1242 members 
Mstep: Class 39 contains 593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122776.000000 Penalty: 81109.929688
Iteration 101Q: 40 clusters Score -4.012278e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7885 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6418 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1517 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2215 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28704 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 88138 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 18771 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1181 members 
Mstep: Class 24 contains 44522 members 
Mstep: Class 25 contains 7597 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 904 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1319 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2986 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122768.000000 Penalty: 81109.929688
Iteration 102Q: 40 clusters Score -4.012277e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7883 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 16078 members 
Mstep: Class 8 contains 1518 members 
Mstep: Class 9 contains 5376 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10221 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28708 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 88135 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 18763 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1189 members 
Mstep: Class 24 contains 44523 members 
Mstep: Class 25 contains 7594 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 903 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4219 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2994 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122816.000000 Penalty: 81109.929688
Iteration 103Q: 40 clusters Score -4.012282e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6415 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10216 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28713 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 88138 members 
Mstep: Class 19 contains 8353 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 44522 members 
Mstep: Class 25 contains 7590 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4219 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4245 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 2999 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122832.000000 Penalty: 81109.929688
Iteration 104Q: 40 clusters Score -4.012283e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7878 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 16078 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 10213 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28715 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88138 members 
Mstep: Class 19 contains 8352 members 
Mstep: Class 20 contains 18752 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1201 members 
Mstep: Class 24 contains 44521 members 
Mstep: Class 25 contains 7589 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4246 members 
Mstep: Class 35 contains 10216 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122800.000000 Penalty: 81109.929688
Iteration 105Q: 40 clusters Score -4.01228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7874 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6416 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2216 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28717 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88136 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 18750 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7587 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4246 members 
Mstep: Class 35 contains 10217 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122804.000000 Penalty: 81109.929688
Iteration 106Q: 40 clusters Score -4.01228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28720 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88135 members 
Mstep: Class 19 contains 8350 members 
Mstep: Class 20 contains 18751 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7584 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3686 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10218 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122824.000000 Penalty: 81109.929688
Iteration 107Q: 40 clusters Score -4.012282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28721 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88135 members 
Mstep: Class 19 contains 8349 members 
Mstep: Class 20 contains 18753 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7583 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10218 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122808.000000 Penalty: 81109.929688
Iteration 108Q: 40 clusters Score -4.012281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 5423 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28722 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88135 members 
Mstep: Class 19 contains 8347 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 10218 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122836.000000 Penalty: 81109.929688
Iteration 109Q: 40 clusters Score -4.012284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88134 members 
Mstep: Class 19 contains 8345 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4248 members 
Mstep: Class 35 contains 10219 members 
Mstep: Class 36 contains 11035 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122828.000000 Penalty: 81109.929688
Iteration 110Q: 40 clusters Score -4.012283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6413 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2217 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88134 members 
Mstep: Class 19 contains 8342 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4249 members 
Mstep: Class 35 contains 10219 members 
Mstep: Class 36 contains 11036 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122812.000000 Penalty: 81109.929688
Iteration 111Q: 40 clusters Score -4.012281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88136 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10220 members 
Mstep: Class 36 contains 11037 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122816.000000 Penalty: 81109.929688
Iteration 112Q: 40 clusters Score -4.012282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88136 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122820.000000 Penalty: 81109.929688
Iteration 113Q: 40 clusters Score -4.012282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 88136 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40122820.000000 Penalty: 81109.929688
Iteration 114F: 40 clusters Score -4.012282e+07 nChanged 0
Entering ConstructFrom: 
Score: -40122820.000000 Penalty: 81109.929688
Entering ConstructFrom: 
Trying to split cluster 1 (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: -56912.910156 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -56912.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -55863.105469 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -55863.11 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -56196.511719 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -56196.51 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -56405.328125 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -56405.33 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -56513.101562 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -56513.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56572.582031 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -56572.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56610.621094 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -56610.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -56644.851562 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -56644.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -56663.914062 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -56663.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56673.468750 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -56673.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -56673.859375 Penalty: 2100.991211
	Iteration 9F: 3 clusters Score -56673.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -56677.960938 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -56677.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -56688.121094 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -56688.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56694.597656 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -56694.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -56699.253906 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -56699.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -56712.730469 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -56712.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -56722.523438 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -56722.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -56735.351562 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -56735.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -56741.382812 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -56741.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56743.011719 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -56743.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -56743.011719 Penalty: 2100.991211
	Iteration 19F: 3 clusters Score -56743.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -878763.437500 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -878763.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -872983.500000 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -872983.5 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -874869.000000 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -874869 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -875209.312500 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -875209.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -875532.625000 Penalty: 2915.472900
	Iteration 3F: 3 clusters Score -875532.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -875849.937500 Penalty: 2915.472900
	Iteration 4F: 3 clusters Score -875849.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -876199.937500 Penalty: 2915.472900
	Iteration 5F: 3 clusters Score -876199.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -876574.125000 Penalty: 2915.472900
	Iteration 6F: 3 clusters Score -876574.1 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -876900.312500 Penalty: 2915.472900
	Iteration 7F: 3 clusters Score -876900.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -877210.937500 Penalty: 2915.472900
	Iteration 8F: 3 clusters Score -877210.9 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -877435.625000 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -877435.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -877609.937500 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -877609.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -877766.750000 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -877766.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -877883.750000 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -877883.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -877982.562500 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -877982.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -878070.562500 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -878070.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -878153.062500 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -878153.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -878223.937500 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -878223.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -878278.937500 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -878278.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -878331.000000 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -878331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -878366.562500 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -878366.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -878394.437500 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -878394.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -878428.875000 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -878428.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -878444.312500 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -878444.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -878457.750000 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -878457.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -878464.062500 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -878464.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -878475.312500 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -878475.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -878478.000000 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -878478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -878481.437500 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -878481.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -878484.750000 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -878484.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -878486.625000 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -878486.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -878489.812500 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -878489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -878492.937500 Penalty: 2915.472900
	Iteration 31Q: 3 clusters Score -878492.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -878494.875000 Penalty: 2915.472900
	Iteration 32Q: 3 clusters Score -878494.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -878495.312500 Penalty: 2915.472900
	Iteration 33Q: 3 clusters Score -878495.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -878497.000000 Penalty: 2915.472900
	Iteration 34Q: 3 clusters Score -878497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -878498.812500 Penalty: 2915.472900
	Iteration 35Q: 3 clusters Score -878498.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -878499.375000 Penalty: 2915.472900
	Iteration 36Q: 3 clusters Score -878499.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -878498.750000 Penalty: 2915.472900
	Iteration 37Q: 3 clusters Score -878498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -878498.750000 Penalty: 2915.472900
	Iteration 38F: 3 clusters Score -878498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Entering Unmasked Estep 
Score: -716259.375000 Penalty: 1415.983765
	Iteration 0F: 2 clusters Score -716259.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -711607.375000 Penalty: 2831.967529
	Iteration 0F: 3 clusters Score -711607.4 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -712954.500000 Penalty: 2831.967529
	Iteration 1F: 3 clusters Score -712954.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -713149.750000 Penalty: 2831.967529
	Iteration 2F: 3 clusters Score -713149.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -713314.125000 Penalty: 2831.967529
	Iteration 3F: 3 clusters Score -713314.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -713479.125000 Penalty: 2831.967529
	Iteration 4Q: 3 clusters Score -713479.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -713654.312500 Penalty: 2831.967529
	Iteration 5Q: 3 clusters Score -713654.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -713828.562500 Penalty: 2831.967529
	Iteration 6Q: 3 clusters Score -713828.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -714006.125000 Penalty: 2831.967529
	Iteration 7Q: 3 clusters Score -714006.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -714195.875000 Penalty: 2831.967529
	Iteration 8Q: 3 clusters Score -714195.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -714396.062500 Penalty: 2831.967529
	Iteration 9Q: 3 clusters Score -714396.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -714531.125000 Penalty: 2831.967529
	Iteration 10Q: 3 clusters Score -714531.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -714630.562500 Penalty: 2831.967529
	Iteration 11Q: 3 clusters Score -714630.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -714730.625000 Penalty: 2831.967529
	Iteration 12Q: 3 clusters Score -714730.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -714795.937500 Penalty: 2831.967529
	Iteration 13Q: 3 clusters Score -714795.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -714860.312500 Penalty: 2831.967529
	Iteration 14Q: 3 clusters Score -714860.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -714904.500000 Penalty: 2831.967529
	Iteration 15Q: 3 clusters Score -714904.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -714934.312500 Penalty: 2831.967529
	Iteration 16Q: 3 clusters Score -714934.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -714955.437500 Penalty: 2831.967529
	Iteration 17Q: 3 clusters Score -714955.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -714967.812500 Penalty: 2831.967529
	Iteration 18Q: 3 clusters Score -714967.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -714978.625000 Penalty: 2831.967529
	Iteration 19Q: 3 clusters Score -714978.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -714990.250000 Penalty: 2831.967529
	Iteration 20F: 3 clusters Score -714990.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -714998.687500 Penalty: 2831.967529
	Iteration 21Q: 3 clusters Score -714998.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -715006.687500 Penalty: 2831.967529
	Iteration 22Q: 3 clusters Score -715006.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -715013.125000 Penalty: 2831.967529
	Iteration 23Q: 3 clusters Score -715013.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -715016.250000 Penalty: 2831.967529
	Iteration 24Q: 3 clusters Score -715016.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -715023.312500 Penalty: 2831.967529
	Iteration 25Q: 3 clusters Score -715023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -715029.312500 Penalty: 2831.967529
	Iteration 26Q: 3 clusters Score -715029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -715032.500000 Penalty: 2831.967529
	Iteration 27Q: 3 clusters Score -715032.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -715034.062500 Penalty: 2831.967529
	Iteration 28Q: 3 clusters Score -715034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -715034.625000 Penalty: 2831.967529
	Iteration 29Q: 3 clusters Score -715034.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -715035.062500 Penalty: 2831.967529
	Iteration 30Q: 3 clusters Score -715035.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -715035.062500 Penalty: 2831.967529
	Iteration 31F: 3 clusters Score -715035.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -321628.062500 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -321628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -318942.531250 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -318942.5 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -319596.875000 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -319596.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -319769.250000 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -319769.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -319863.906250 Penalty: 2586.878174
	Iteration 3F: 3 clusters Score -319863.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -319914.437500 Penalty: 2586.878174
	Iteration 4Q: 3 clusters Score -319914.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -319947.781250 Penalty: 2586.878174
	Iteration 5Q: 3 clusters Score -319947.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -319969.218750 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -319969.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -319995.000000 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -319995 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -320027.812500 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -320027.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -320056.468750 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -320056.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -320080.062500 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -320080.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -320102.687500 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -320102.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -320133.781250 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -320133.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -320159.625000 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -320159.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -320182.562500 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -320182.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -320201.750000 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -320201.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -320223.531250 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -320223.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -320249.468750 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -320249.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -320276.218750 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -320276.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -320305.968750 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -320306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -320345.031250 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -320345 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -320393.593750 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -320393.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -320449.093750 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -320449.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -320483.906250 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -320483.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -320507.000000 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -320507 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -320525.875000 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -320525.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -320549.218750 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -320549.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -320562.031250 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -320562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -320574.562500 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -320574.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -320589.125000 Penalty: 2586.878174
	Iteration 29Q: 3 clusters Score -320589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -320604.343750 Penalty: 2586.878174
	Iteration 30Q: 3 clusters Score -320604.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -320617.187500 Penalty: 2586.878174
	Iteration 31Q: 3 clusters Score -320617.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -320625.656250 Penalty: 2586.878174
	Iteration 32Q: 3 clusters Score -320625.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -320635.656250 Penalty: 2586.878174
	Iteration 33Q: 3 clusters Score -320635.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -320644.812500 Penalty: 2586.878174
	Iteration 34Q: 3 clusters Score -320644.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -320651.656250 Penalty: 2586.878174
	Iteration 35Q: 3 clusters Score -320651.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -320658.656250 Penalty: 2586.878174
	Iteration 36Q: 3 clusters Score -320658.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -320664.406250 Penalty: 2586.878174
	Iteration 37Q: 3 clusters Score -320664.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -320668.718750 Penalty: 2586.878174
	Iteration 38Q: 3 clusters Score -320668.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -320673.437500 Penalty: 2586.878174
	Iteration 39Q: 3 clusters Score -320673.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -320680.468750 Penalty: 2586.878174
	Iteration 40F: 3 clusters Score -320680.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -320686.843750 Penalty: 2586.878174
	Iteration 41Q: 3 clusters Score -320686.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -320692.343750 Penalty: 2586.878174
	Iteration 42Q: 3 clusters Score -320692.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -320698.000000 Penalty: 2586.878174
	Iteration 43Q: 3 clusters Score -320698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -320702.468750 Penalty: 2586.878174
	Iteration 44Q: 3 clusters Score -320702.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -320704.656250 Penalty: 2586.878174
	Iteration 45Q: 3 clusters Score -320704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -320707.093750 Penalty: 2586.878174
	Iteration 46Q: 3 clusters Score -320707.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -320709.312500 Penalty: 2586.878174
	Iteration 47Q: 3 clusters Score -320709.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -320710.750000 Penalty: 2586.878174
	Iteration 48Q: 3 clusters Score -320710.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -320711.968750 Penalty: 2586.878174
	Iteration 49Q: 3 clusters Score -320712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -320712.312500 Penalty: 2586.878174
	Iteration 50Q: 3 clusters Score -320712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -320713.062500 Penalty: 2586.878174
	Iteration 51Q: 3 clusters Score -320713.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -320713.593750 Penalty: 2586.878174
	Iteration 52Q: 3 clusters Score -320713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -320714.562500 Penalty: 2586.878174
	Iteration 53Q: 3 clusters Score -320714.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -320715.093750 Penalty: 2586.878174
	Iteration 54Q: 3 clusters Score -320715.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -320715.156250 Penalty: 2586.878174
	Iteration 55Q: 3 clusters Score -320715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -320716.937500 Penalty: 2586.878174
	Iteration 56Q: 3 clusters Score -320716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -320718.656250 Penalty: 2586.878174
	Iteration 57Q: 3 clusters Score -320718.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -320723.500000 Penalty: 2586.878174
	Iteration 58Q: 3 clusters Score -320723.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -320730.031250 Penalty: 2586.878174
	Iteration 59Q: 3 clusters Score -320730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -320735.750000 Penalty: 2586.878174
	Iteration 60F: 3 clusters Score -320735.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -320741.562500 Penalty: 2586.878174
	Iteration 61Q: 3 clusters Score -320741.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -320747.593750 Penalty: 2586.878174
	Iteration 62Q: 3 clusters Score -320747.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -320753.437500 Penalty: 2586.878174
	Iteration 63Q: 3 clusters Score -320753.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -320754.437500 Penalty: 2586.878174
	Iteration 64Q: 3 clusters Score -320754.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -320755.437500 Penalty: 2586.878174
	Iteration 65Q: 3 clusters Score -320755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -320757.937500 Penalty: 2586.878174
	Iteration 66Q: 3 clusters Score -320757.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -320760.187500 Penalty: 2586.878174
	Iteration 67Q: 3 clusters Score -320760.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -320763.593750 Penalty: 2586.878174
	Iteration 68Q: 3 clusters Score -320763.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -320767.812500 Penalty: 2586.878174
	Iteration 69Q: 3 clusters Score -320767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -320772.468750 Penalty: 2586.878174
	Iteration 70Q: 3 clusters Score -320772.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -320776.343750 Penalty: 2586.878174
	Iteration 71Q: 3 clusters Score -320776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -320777.812500 Penalty: 2586.878174
	Iteration 72Q: 3 clusters Score -320777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -320780.187500 Penalty: 2586.878174
	Iteration 73Q: 3 clusters Score -320780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -320782.062500 Penalty: 2586.878174
	Iteration 74Q: 3 clusters Score -320782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -320782.500000 Penalty: 2586.878174
	Iteration 75Q: 3 clusters Score -320782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -320782.500000 Penalty: 2586.878174
	Iteration 76F: 3 clusters Score -320782.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -246328.062500 Penalty: 1253.635010
	Iteration 0F: 2 clusters Score -246328.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244098.609375 Penalty: 2507.270020
	Iteration 0F: 3 clusters Score -244098.6 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -244696.000000 Penalty: 2507.270020
	Iteration 1F: 3 clusters Score -244696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -244995.062500 Penalty: 2507.270020
	Iteration 2F: 3 clusters Score -244995.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -245330.265625 Penalty: 2507.270020
	Iteration 3F: 3 clusters Score -245330.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -245586.984375 Penalty: 2507.270020
	Iteration 4F: 3 clusters Score -245587 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -245796.906250 Penalty: 2507.270020
	Iteration 5F: 3 clusters Score -245796.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -245925.218750 Penalty: 2507.270020
	Iteration 6Q: 3 clusters Score -245925.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -245986.625000 Penalty: 2507.270020
	Iteration 7Q: 3 clusters Score -245986.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -246013.421875 Penalty: 2507.270020
	Iteration 8Q: 3 clusters Score -246013.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -246022.625000 Penalty: 2507.270020
	Iteration 9Q: 3 clusters Score -246022.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -246029.015625 Penalty: 2507.270020
	Iteration 10Q: 3 clusters Score -246029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246033.218750 Penalty: 2507.270020
	Iteration 11Q: 3 clusters Score -246033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -246033.953125 Penalty: 2507.270020
	Iteration 12Q: 3 clusters Score -246034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -246033.968750 Penalty: 2507.270020
	Iteration 13Q: 3 clusters Score -246034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -246035.187500 Penalty: 2507.270020
	Iteration 14Q: 3 clusters Score -246035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246036.093750 Penalty: 2507.270020
	Iteration 15Q: 3 clusters Score -246036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -246036.093750 Penalty: 2507.270020
	Iteration 16F: 3 clusters Score -246036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Entering Unmasked Estep 
Score: -662379.875000 Penalty: 1424.437744
	Iteration 0F: 2 clusters Score -662379.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -657596.500000 Penalty: 2848.875488
	Iteration 0F: 3 clusters Score -657596.5 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -659427.875000 Penalty: 2848.875488
	Iteration 1F: 3 clusters Score -659427.9 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -659955.000000 Penalty: 2848.875488
	Iteration 2F: 3 clusters Score -659955 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -660373.312500 Penalty: 2848.875488
	Iteration 3F: 3 clusters Score -660373.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -660758.437500 Penalty: 2848.875488
	Iteration 4F: 3 clusters Score -660758.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -661096.625000 Penalty: 2848.875488
	Iteration 5F: 3 clusters Score -661096.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -661331.250000 Penalty: 2848.875488
	Iteration 6Q: 3 clusters Score -661331.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -661479.500000 Penalty: 2848.875488
	Iteration 7Q: 3 clusters Score -661479.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -661564.625000 Penalty: 2848.875488
	Iteration 8Q: 3 clusters Score -661564.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -661618.500000 Penalty: 2848.875488
	Iteration 9Q: 3 clusters Score -661618.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -661661.625000 Penalty: 2848.875488
	Iteration 10Q: 3 clusters Score -661661.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -661692.875000 Penalty: 2848.875488
	Iteration 11Q: 3 clusters Score -661692.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -661718.125000 Penalty: 2848.875488
	Iteration 12Q: 3 clusters Score -661718.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -661735.500000 Penalty: 2848.875488
	Iteration 13Q: 3 clusters Score -661735.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -661748.187500 Penalty: 2848.875488
	Iteration 14Q: 3 clusters Score -661748.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -661758.375000 Penalty: 2848.875488
	Iteration 15Q: 3 clusters Score -661758.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -661770.625000 Penalty: 2848.875488
	Iteration 16Q: 3 clusters Score -661770.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -661783.812500 Penalty: 2848.875488
	Iteration 17Q: 3 clusters Score -661783.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -661790.312500 Penalty: 2848.875488
	Iteration 18Q: 3 clusters Score -661790.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -661800.625000 Penalty: 2848.875488
	Iteration 19Q: 3 clusters Score -661800.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -661807.562500 Penalty: 2848.875488
	Iteration 20F: 3 clusters Score -661807.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -661813.437500 Penalty: 2848.875488
	Iteration 21Q: 3 clusters Score -661813.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -661822.500000 Penalty: 2848.875488
	Iteration 22Q: 3 clusters Score -661822.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -661827.375000 Penalty: 2848.875488
	Iteration 23Q: 3 clusters Score -661827.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -661833.562500 Penalty: 2848.875488
	Iteration 24Q: 3 clusters Score -661833.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -661841.312500 Penalty: 2848.875488
	Iteration 25Q: 3 clusters Score -661841.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -661847.625000 Penalty: 2848.875488
	Iteration 26Q: 3 clusters Score -661847.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -661856.625000 Penalty: 2848.875488
	Iteration 27Q: 3 clusters Score -661856.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -661865.375000 Penalty: 2848.875488
	Iteration 28Q: 3 clusters Score -661865.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -661869.687500 Penalty: 2848.875488
	Iteration 29Q: 3 clusters Score -661869.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -661878.187500 Penalty: 2848.875488
	Iteration 30Q: 3 clusters Score -661878.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -661885.500000 Penalty: 2848.875488
	Iteration 31Q: 3 clusters Score -661885.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -661892.437500 Penalty: 2848.875488
	Iteration 32Q: 3 clusters Score -661892.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -661896.312500 Penalty: 2848.875488
	Iteration 33Q: 3 clusters Score -661896.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -661897.000000 Penalty: 2848.875488
	Iteration 34Q: 3 clusters Score -661897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -661898.875000 Penalty: 2848.875488
	Iteration 35Q: 3 clusters Score -661898.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -661900.250000 Penalty: 2848.875488
	Iteration 36Q: 3 clusters Score -661900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -661900.062500 Penalty: 2848.875488
	Iteration 37Q: 3 clusters Score -661900.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -661900.062500 Penalty: 2848.875488
	Iteration 38F: 3 clusters Score -661900.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Entering Unmasked Estep 
Score: -1843021.250000 Penalty: 1573.856323
	Iteration 0F: 2 clusters Score -1843021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1831998.125000 Penalty: 3147.712646
	Iteration 0F: 3 clusters Score -1831998 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1835823.000000 Penalty: 3147.712646
	Iteration 1F: 3 clusters Score -1835823 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1836116.875000 Penalty: 3147.712646
	Iteration 2F: 3 clusters Score -1836117 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1836378.750000 Penalty: 3147.712646
	Iteration 3Q: 3 clusters Score -1836379 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1836645.875000 Penalty: 3147.712646
	Iteration 4Q: 3 clusters Score -1836646 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -1836944.875000 Penalty: 3147.712646
	Iteration 5Q: 3 clusters Score -1836945 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1837258.125000 Penalty: 3147.712646
	Iteration 6Q: 3 clusters Score -1837258 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1837653.500000 Penalty: 3147.712646
	Iteration 7Q: 3 clusters Score -1837654 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1838237.375000 Penalty: 3147.712646
	Iteration 8F: 3 clusters Score -1838237 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1838985.375000 Penalty: 3147.712646
	Iteration 9F: 3 clusters Score -1838985 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1839800.875000 Penalty: 3147.712646
	Iteration 10F: 3 clusters Score -1839801 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1840570.750000 Penalty: 3147.712646
	Iteration 11F: 3 clusters Score -1840571 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1841072.125000 Penalty: 3147.712646
	Iteration 12Q: 3 clusters Score -1841072 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1841328.500000 Penalty: 3147.712646
	Iteration 13Q: 3 clusters Score -1841328 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -1841460.750000 Penalty: 3147.712646
	Iteration 14Q: 3 clusters Score -1841461 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1841540.625000 Penalty: 3147.712646
	Iteration 15Q: 3 clusters Score -1841541 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1841582.000000 Penalty: 3147.712646
	Iteration 16Q: 3 clusters Score -1841582 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1841611.250000 Penalty: 3147.712646
	Iteration 17Q: 3 clusters Score -1841611 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1841626.375000 Penalty: 3147.712646
	Iteration 18Q: 3 clusters Score -1841626 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1841634.000000 Penalty: 3147.712646
	Iteration 19Q: 3 clusters Score -1841634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1841643.125000 Penalty: 3147.712646
	Iteration 20F: 3 clusters Score -1841643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1841641.750000 Penalty: 3147.712646
	Iteration 21Q: 3 clusters Score -1841642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1841646.500000 Penalty: 3147.712646
	Iteration 22Q: 3 clusters Score -1841646 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1841654.750000 Penalty: 3147.712646
	Iteration 23Q: 3 clusters Score -1841655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1841654.500000 Penalty: 3147.712646
	Iteration 24Q: 3 clusters Score -1841654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1841657.250000 Penalty: 3147.712646
	Iteration 25Q: 3 clusters Score -1841657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1841660.125000 Penalty: 3147.712646
	Iteration 26Q: 3 clusters Score -1841660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1841660.250000 Penalty: 3147.712646
	Iteration 27Q: 3 clusters Score -1841660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1841659.625000 Penalty: 3147.712646
	Iteration 28Q: 3 clusters Score -1841660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1841657.375000 Penalty: 3147.712646
	Iteration 29Q: 3 clusters Score -1841657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1841659.125000 Penalty: 3147.712646
	Iteration 30Q: 3 clusters Score -1841659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1841657.500000 Penalty: 3147.712646
	Iteration 31Q: 3 clusters Score -1841658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1841658.500000 Penalty: 3147.712646
	Iteration 32Q: 3 clusters Score -1841658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1841658.875000 Penalty: 3147.712646
	Iteration 33Q: 3 clusters Score -1841659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1841657.500000 Penalty: 3147.712646
	Iteration 34Q: 3 clusters Score -1841658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1841657.500000 Penalty: 3147.712646
	Iteration 35F: 3 clusters Score -1841658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -166165.734375 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -166165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -164375.937500 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -164375.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -164928.906250 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -164928.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165200.468750 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -165200.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -165360.296875 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -165360.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -165477.109375 Penalty: 2381.101318
	Iteration 4F: 3 clusters Score -165477.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -165541.937500 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -165541.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -165581.796875 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -165581.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -165601.093750 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -165601.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -165605.718750 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -165605.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -165610.390625 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -165610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -165610.875000 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -165610.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -165613.421875 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -165613.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -165614.578125 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -165614.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -165615.140625 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -165615.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -165615.140625 Penalty: 2381.101318
	Iteration 14F: 3 clusters Score -165615.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Entering Unmasked Estep 
Score: -611220.437500 Penalty: 1395.916870
	Iteration 0F: 2 clusters Score -611220.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -606978.437500 Penalty: 2791.833740
	Iteration 0F: 3 clusters Score -606978.4 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -608183.875000 Penalty: 2791.833740
	Iteration 1F: 3 clusters Score -608183.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -608385.062500 Penalty: 2791.833740
	Iteration 2F: 3 clusters Score -608385.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -608533.187500 Penalty: 2791.833740
	Iteration 3F: 3 clusters Score -608533.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -608656.062500 Penalty: 2791.833740
	Iteration 4Q: 3 clusters Score -608656.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -608766.625000 Penalty: 2791.833740
	Iteration 5Q: 3 clusters Score -608766.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -608849.937500 Penalty: 2791.833740
	Iteration 6Q: 3 clusters Score -608849.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -608924.500000 Penalty: 2791.833740
	Iteration 7Q: 3 clusters Score -608924.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -609013.187500 Penalty: 2791.833740
	Iteration 8Q: 3 clusters Score -609013.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -609098.062500 Penalty: 2791.833740
	Iteration 9Q: 3 clusters Score -609098.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -609179.812500 Penalty: 2791.833740
	Iteration 10Q: 3 clusters Score -609179.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -609273.375000 Penalty: 2791.833740
	Iteration 11Q: 3 clusters Score -609273.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -609384.500000 Penalty: 2791.833740
	Iteration 12Q: 3 clusters Score -609384.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -609476.500000 Penalty: 2791.833740
	Iteration 13Q: 3 clusters Score -609476.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -609566.312500 Penalty: 2791.833740
	Iteration 14Q: 3 clusters Score -609566.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -609650.562500 Penalty: 2791.833740
	Iteration 15Q: 3 clusters Score -609650.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -609718.937500 Penalty: 2791.833740
	Iteration 16Q: 3 clusters Score -609718.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -609775.187500 Penalty: 2791.833740
	Iteration 17Q: 3 clusters Score -609775.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -609817.312500 Penalty: 2791.833740
	Iteration 18Q: 3 clusters Score -609817.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -609856.000000 Penalty: 2791.833740
	Iteration 19Q: 3 clusters Score -609856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -609883.750000 Penalty: 2791.833740
	Iteration 20F: 3 clusters Score -609883.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -609908.375000 Penalty: 2791.833740
	Iteration 21Q: 3 clusters Score -609908.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -609931.312500 Penalty: 2791.833740
	Iteration 22Q: 3 clusters Score -609931.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -609952.187500 Penalty: 2791.833740
	Iteration 23Q: 3 clusters Score -609952.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -609967.875000 Penalty: 2791.833740
	Iteration 24Q: 3 clusters Score -609967.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -609978.750000 Penalty: 2791.833740
	Iteration 25Q: 3 clusters Score -609978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -609988.500000 Penalty: 2791.833740
	Iteration 26Q: 3 clusters Score -609988.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -609994.812500 Penalty: 2791.833740
	Iteration 27Q: 3 clusters Score -609994.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -610003.125000 Penalty: 2791.833740
	Iteration 28Q: 3 clusters Score -610003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -610010.250000 Penalty: 2791.833740
	Iteration 29Q: 3 clusters Score -610010.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -610019.937500 Penalty: 2791.833740
	Iteration 30Q: 3 clusters Score -610019.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -610029.187500 Penalty: 2791.833740
	Iteration 31Q: 3 clusters Score -610029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -610031.562500 Penalty: 2791.833740
	Iteration 32Q: 3 clusters Score -610031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -610031.562500 Penalty: 2791.833740
	Iteration 33F: 3 clusters Score -610031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -571529.062500 Penalty: 1385.660767
	Iteration 0F: 2 clusters Score -571529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -567530.312500 Penalty: 2771.321533
	Iteration 0F: 3 clusters Score -567530.3 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -568650.125000 Penalty: 2771.321533
	Iteration 1F: 3 clusters Score -568650.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -568859.562500 Penalty: 2771.321533
	Iteration 2F: 3 clusters Score -568859.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -569020.250000 Penalty: 2771.321533
	Iteration 3F: 3 clusters Score -569020.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -569188.187500 Penalty: 2771.321533
	Iteration 4F: 3 clusters Score -569188.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -569344.125000 Penalty: 2771.321533
	Iteration 5F: 3 clusters Score -569344.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -569478.937500 Penalty: 2771.321533
	Iteration 6Q: 3 clusters Score -569478.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -569588.875000 Penalty: 2771.321533
	Iteration 7Q: 3 clusters Score -569588.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -569665.000000 Penalty: 2771.321533
	Iteration 8Q: 3 clusters Score -569665 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -569726.312500 Penalty: 2771.321533
	Iteration 9Q: 3 clusters Score -569726.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -569793.437500 Penalty: 2771.321533
	Iteration 10Q: 3 clusters Score -569793.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -569854.375000 Penalty: 2771.321533
	Iteration 11Q: 3 clusters Score -569854.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -569902.125000 Penalty: 2771.321533
	Iteration 12Q: 3 clusters Score -569902.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -569939.437500 Penalty: 2771.321533
	Iteration 13Q: 3 clusters Score -569939.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -569966.875000 Penalty: 2771.321533
	Iteration 14Q: 3 clusters Score -569966.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -569993.812500 Penalty: 2771.321533
	Iteration 15Q: 3 clusters Score -569993.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -570016.062500 Penalty: 2771.321533
	Iteration 16Q: 3 clusters Score -570016.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -570035.687500 Penalty: 2771.321533
	Iteration 17Q: 3 clusters Score -570035.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -570048.000000 Penalty: 2771.321533
	Iteration 18Q: 3 clusters Score -570048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -570058.937500 Penalty: 2771.321533
	Iteration 19Q: 3 clusters Score -570058.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -570079.625000 Penalty: 2771.321533
	Iteration 20F: 3 clusters Score -570079.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -570108.312500 Penalty: 2771.321533
	Iteration 21Q: 3 clusters Score -570108.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -570130.375000 Penalty: 2771.321533
	Iteration 22Q: 3 clusters Score -570130.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -570152.125000 Penalty: 2771.321533
	Iteration 23Q: 3 clusters Score -570152.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -570165.437500 Penalty: 2771.321533
	Iteration 24Q: 3 clusters Score -570165.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -570175.437500 Penalty: 2771.321533
	Iteration 25Q: 3 clusters Score -570175.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -570183.812500 Penalty: 2771.321533
	Iteration 26Q: 3 clusters Score -570183.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -570191.437500 Penalty: 2771.321533
	Iteration 27Q: 3 clusters Score -570191.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -570197.437500 Penalty: 2771.321533
	Iteration 28Q: 3 clusters Score -570197.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -570203.687500 Penalty: 2771.321533
	Iteration 29Q: 3 clusters Score -570203.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -570208.937500 Penalty: 2771.321533
	Iteration 30Q: 3 clusters Score -570208.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -570215.125000 Penalty: 2771.321533
	Iteration 31Q: 3 clusters Score -570215.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -570223.437500 Penalty: 2771.321533
	Iteration 32Q: 3 clusters Score -570223.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -570229.750000 Penalty: 2771.321533
	Iteration 33Q: 3 clusters Score -570229.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -570237.375000 Penalty: 2771.321533
	Iteration 34Q: 3 clusters Score -570237.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -570244.875000 Penalty: 2771.321533
	Iteration 35Q: 3 clusters Score -570244.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -570251.062500 Penalty: 2771.321533
	Iteration 36Q: 3 clusters Score -570251.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -570256.187500 Penalty: 2771.321533
	Iteration 37Q: 3 clusters Score -570256.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -570256.500000 Penalty: 2771.321533
	Iteration 38Q: 3 clusters Score -570256.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -570259.062500 Penalty: 2771.321533
	Iteration 39Q: 3 clusters Score -570259.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -570263.250000 Penalty: 2771.321533
	Iteration 40F: 3 clusters Score -570263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -570263.625000 Penalty: 2771.321533
	Iteration 41Q: 3 clusters Score -570263.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -570263.625000 Penalty: 2771.321533
	Iteration 42Q: 3 clusters Score -570263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -570264.937500 Penalty: 2771.321533
	Iteration 43Q: 3 clusters Score -570264.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -570268.187500 Penalty: 2771.321533
	Iteration 44Q: 3 clusters Score -570268.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -570269.875000 Penalty: 2771.321533
	Iteration 45Q: 3 clusters Score -570269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -570272.250000 Penalty: 2771.321533
	Iteration 46Q: 3 clusters Score -570272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -570275.375000 Penalty: 2771.321533
	Iteration 47Q: 3 clusters Score -570275.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -570278.687500 Penalty: 2771.321533
	Iteration 48Q: 3 clusters Score -570278.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -570280.687500 Penalty: 2771.321533
	Iteration 49Q: 3 clusters Score -570280.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -570281.375000 Penalty: 2771.321533
	Iteration 50Q: 3 clusters Score -570281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -570282.500000 Penalty: 2771.321533
	Iteration 51Q: 3 clusters Score -570282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -570284.187500 Penalty: 2771.321533
	Iteration 52Q: 3 clusters Score -570284.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -570284.812500 Penalty: 2771.321533
	Iteration 53Q: 3 clusters Score -570284.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -570285.125000 Penalty: 2771.321533
	Iteration 54Q: 3 clusters Score -570285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -570284.875000 Penalty: 2771.321533
	Iteration 55Q: 3 clusters Score -570284.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -570285.625000 Penalty: 2771.321533
	Iteration 56Q: 3 clusters Score -570285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -570286.687500 Penalty: 2771.321533
	Iteration 57Q: 3 clusters Score -570286.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -570287.375000 Penalty: 2771.321533
	Iteration 58Q: 3 clusters Score -570287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -570287.687500 Penalty: 2771.321533
	Iteration 59Q: 3 clusters Score -570287.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -570289.000000 Penalty: 2771.321533
	Iteration 60F: 3 clusters Score -570289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -570290.250000 Penalty: 2771.321533
	Iteration 61Q: 3 clusters Score -570290.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -570290.375000 Penalty: 2771.321533
	Iteration 62Q: 3 clusters Score -570290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -570291.687500 Penalty: 2771.321533
	Iteration 63Q: 3 clusters Score -570291.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -570293.375000 Penalty: 2771.321533
	Iteration 64Q: 3 clusters Score -570293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -570294.437500 Penalty: 2771.321533
	Iteration 65Q: 3 clusters Score -570294.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -570295.375000 Penalty: 2771.321533
	Iteration 66Q: 3 clusters Score -570295.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -570297.687500 Penalty: 2771.321533
	Iteration 67Q: 3 clusters Score -570297.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -570298.312500 Penalty: 2771.321533
	Iteration 68Q: 3 clusters Score -570298.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -570299.562500 Penalty: 2771.321533
	Iteration 69Q: 3 clusters Score -570299.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -570299.875000 Penalty: 2771.321533
	Iteration 70Q: 3 clusters Score -570299.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -570302.187500 Penalty: 2771.321533
	Iteration 71Q: 3 clusters Score -570302.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -570302.062500 Penalty: 2771.321533
	Iteration 72Q: 3 clusters Score -570302.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -570302.062500 Penalty: 2771.321533
	Iteration 73F: 3 clusters Score -570302.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -251248.375000 Penalty: 1251.958618
	Iteration 0F: 2 clusters Score -251248.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -249010.140625 Penalty: 2503.917236
	Iteration 0F: 3 clusters Score -249010.1 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -249524.750000 Penalty: 2503.917236
	Iteration 1F: 3 clusters Score -249524.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -249648.546875 Penalty: 2503.917236
	Iteration 2F: 3 clusters Score -249648.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249728.031250 Penalty: 2503.917236
	Iteration 3Q: 3 clusters Score -249728 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -249779.734375 Penalty: 2503.917236
	Iteration 4Q: 3 clusters Score -249779.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -249827.890625 Penalty: 2503.917236
	Iteration 5Q: 3 clusters Score -249827.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -249871.218750 Penalty: 2503.917236
	Iteration 6Q: 3 clusters Score -249871.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -249908.640625 Penalty: 2503.917236
	Iteration 7Q: 3 clusters Score -249908.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -249944.484375 Penalty: 2503.917236
	Iteration 8Q: 3 clusters Score -249944.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -249981.390625 Penalty: 2503.917236
	Iteration 9Q: 3 clusters Score -249981.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250021.703125 Penalty: 2503.917236
	Iteration 10Q: 3 clusters Score -250021.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -250058.625000 Penalty: 2503.917236
	Iteration 11Q: 3 clusters Score -250058.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -250091.578125 Penalty: 2503.917236
	Iteration 12Q: 3 clusters Score -250091.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -250138.609375 Penalty: 2503.917236
	Iteration 13Q: 3 clusters Score -250138.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -250176.406250 Penalty: 2503.917236
	Iteration 14Q: 3 clusters Score -250176.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -250213.812500 Penalty: 2503.917236
	Iteration 15Q: 3 clusters Score -250213.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -250250.515625 Penalty: 2503.917236
	Iteration 16Q: 3 clusters Score -250250.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -250281.968750 Penalty: 2503.917236
	Iteration 17Q: 3 clusters Score -250282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -250304.546875 Penalty: 2503.917236
	Iteration 18Q: 3 clusters Score -250304.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -250327.656250 Penalty: 2503.917236
	Iteration 19Q: 3 clusters Score -250327.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -250350.062500 Penalty: 2503.917236
	Iteration 20F: 3 clusters Score -250350.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -250371.296875 Penalty: 2503.917236
	Iteration 21Q: 3 clusters Score -250371.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -250390.828125 Penalty: 2503.917236
	Iteration 22Q: 3 clusters Score -250390.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -250398.437500 Penalty: 2503.917236
	Iteration 23Q: 3 clusters Score -250398.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -250402.984375 Penalty: 2503.917236
	Iteration 24Q: 3 clusters Score -250403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -250404.921875 Penalty: 2503.917236
	Iteration 25Q: 3 clusters Score -250404.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -250405.843750 Penalty: 2503.917236
	Iteration 26Q: 3 clusters Score -250405.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -250407.859375 Penalty: 2503.917236
	Iteration 27Q: 3 clusters Score -250407.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -250411.328125 Penalty: 2503.917236
	Iteration 28Q: 3 clusters Score -250411.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -250414.203125 Penalty: 2503.917236
	Iteration 29Q: 3 clusters Score -250414.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -250418.765625 Penalty: 2503.917236
	Iteration 30Q: 3 clusters Score -250418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250422.812500 Penalty: 2503.917236
	Iteration 31Q: 3 clusters Score -250422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -250426.031250 Penalty: 2503.917236
	Iteration 32Q: 3 clusters Score -250426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -250429.093750 Penalty: 2503.917236
	Iteration 33Q: 3 clusters Score -250429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -250429.093750 Penalty: 2503.917236
	Iteration 34F: 3 clusters Score -250429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Entering Unmasked Estep 
Score: -621052.312500 Penalty: 1397.180786
	Iteration 0F: 2 clusters Score -621052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -616824.750000 Penalty: 2794.361572
	Iteration 0F: 3 clusters Score -616824.8 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -618026.437500 Penalty: 2794.361572
	Iteration 1F: 3 clusters Score -618026.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -618360.875000 Penalty: 2794.361572
	Iteration 2F: 3 clusters Score -618360.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -618641.312500 Penalty: 2794.361572
	Iteration 3F: 3 clusters Score -618641.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -618878.437500 Penalty: 2794.361572
	Iteration 4F: 3 clusters Score -618878.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -619087.562500 Penalty: 2794.361572
	Iteration 5F: 3 clusters Score -619087.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -619309.687500 Penalty: 2794.361572
	Iteration 6F: 3 clusters Score -619309.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -619550.000000 Penalty: 2794.361572
	Iteration 7F: 3 clusters Score -619550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -619728.187500 Penalty: 2794.361572
	Iteration 8Q: 3 clusters Score -619728.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -619872.000000 Penalty: 2794.361572
	Iteration 9Q: 3 clusters Score -619872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -620018.750000 Penalty: 2794.361572
	Iteration 10Q: 3 clusters Score -620018.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -620122.437500 Penalty: 2794.361572
	Iteration 11Q: 3 clusters Score -620122.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -620187.125000 Penalty: 2794.361572
	Iteration 12Q: 3 clusters Score -620187.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -620219.875000 Penalty: 2794.361572
	Iteration 13Q: 3 clusters Score -620219.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -620246.812500 Penalty: 2794.361572
	Iteration 14Q: 3 clusters Score -620246.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -620270.562500 Penalty: 2794.361572
	Iteration 15Q: 3 clusters Score -620270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -620291.812500 Penalty: 2794.361572
	Iteration 16Q: 3 clusters Score -620291.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -620306.312500 Penalty: 2794.361572
	Iteration 17Q: 3 clusters Score -620306.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -620316.250000 Penalty: 2794.361572
	Iteration 18Q: 3 clusters Score -620316.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -620321.187500 Penalty: 2794.361572
	Iteration 19Q: 3 clusters Score -620321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -620324.562500 Penalty: 2794.361572
	Iteration 20F: 3 clusters Score -620324.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -620326.125000 Penalty: 2794.361572
	Iteration 21Q: 3 clusters Score -620326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -620326.875000 Penalty: 2794.361572
	Iteration 22Q: 3 clusters Score -620326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -620330.687500 Penalty: 2794.361572
	Iteration 23Q: 3 clusters Score -620330.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -620332.812500 Penalty: 2794.361572
	Iteration 24Q: 3 clusters Score -620332.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -620334.312500 Penalty: 2794.361572
	Iteration 25Q: 3 clusters Score -620334.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -620336.437500 Penalty: 2794.361572
	Iteration 26Q: 3 clusters Score -620336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -620339.625000 Penalty: 2794.361572
	Iteration 27Q: 3 clusters Score -620339.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -620339.625000 Penalty: 2794.361572
	Iteration 28F: 3 clusters Score -620339.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Entering Unmasked Estep 
Score: -1163372.625000 Penalty: 1500.089233
	Iteration 0F: 2 clusters Score -1163373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1156058.500000 Penalty: 3000.178467
	Iteration 0F: 3 clusters Score -1156058 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1158374.250000 Penalty: 3000.178467
	Iteration 1F: 3 clusters Score -1158374 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1158657.125000 Penalty: 3000.178467
	Iteration 2F: 3 clusters Score -1158657 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1158877.750000 Penalty: 3000.178467
	Iteration 3F: 3 clusters Score -1158878 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1159113.375000 Penalty: 3000.178467
	Iteration 4Q: 3 clusters Score -1159113 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1159356.500000 Penalty: 3000.178467
	Iteration 5Q: 3 clusters Score -1159356 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1159554.000000 Penalty: 3000.178467
	Iteration 6Q: 3 clusters Score -1159554 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1159739.000000 Penalty: 3000.178467
	Iteration 7Q: 3 clusters Score -1159739 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1159928.000000 Penalty: 3000.178467
	Iteration 8Q: 3 clusters Score -1159928 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1160089.625000 Penalty: 3000.178467
	Iteration 9Q: 3 clusters Score -1160090 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1160238.125000 Penalty: 3000.178467
	Iteration 10Q: 3 clusters Score -1160238 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1160371.875000 Penalty: 3000.178467
	Iteration 11Q: 3 clusters Score -1160372 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1160503.500000 Penalty: 3000.178467
	Iteration 12Q: 3 clusters Score -1160504 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1160631.625000 Penalty: 3000.178467
	Iteration 13Q: 3 clusters Score -1160632 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1160714.250000 Penalty: 3000.178467
	Iteration 14Q: 3 clusters Score -1160714 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1160781.375000 Penalty: 3000.178467
	Iteration 15Q: 3 clusters Score -1160781 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1160837.375000 Penalty: 3000.178467
	Iteration 16Q: 3 clusters Score -1160837 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1160892.875000 Penalty: 3000.178467
	Iteration 17Q: 3 clusters Score -1160893 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1160928.000000 Penalty: 3000.178467
	Iteration 18Q: 3 clusters Score -1160928 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1160964.250000 Penalty: 3000.178467
	Iteration 19Q: 3 clusters Score -1160964 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1160999.875000 Penalty: 3000.178467
	Iteration 20F: 3 clusters Score -1161000 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1161034.375000 Penalty: 3000.178467
	Iteration 21Q: 3 clusters Score -1161034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -1161065.500000 Penalty: 3000.178467
	Iteration 22Q: 3 clusters Score -1161066 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1161093.500000 Penalty: 3000.178467
	Iteration 23Q: 3 clusters Score -1161094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1161121.125000 Penalty: 3000.178467
	Iteration 24Q: 3 clusters Score -1161121 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -1161161.125000 Penalty: 3000.178467
	Iteration 25Q: 3 clusters Score -1161161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1161204.250000 Penalty: 3000.178467
	Iteration 26Q: 3 clusters Score -1161204 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1161241.000000 Penalty: 3000.178467
	Iteration 27Q: 3 clusters Score -1161241 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1161284.875000 Penalty: 3000.178467
	Iteration 28Q: 3 clusters Score -1161285 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1161324.250000 Penalty: 3000.178467
	Iteration 29Q: 3 clusters Score -1161324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1161374.625000 Penalty: 3000.178467
	Iteration 30Q: 3 clusters Score -1161375 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1161434.375000 Penalty: 3000.178467
	Iteration 31Q: 3 clusters Score -1161434 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1161489.875000 Penalty: 3000.178467
	Iteration 32Q: 3 clusters Score -1161490 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -1161538.750000 Penalty: 3000.178467
	Iteration 33Q: 3 clusters Score -1161539 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1161579.125000 Penalty: 3000.178467
	Iteration 34Q: 3 clusters Score -1161579 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1161628.500000 Penalty: 3000.178467
	Iteration 35Q: 3 clusters Score -1161628 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1161671.250000 Penalty: 3000.178467
	Iteration 36Q: 3 clusters Score -1161671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1161706.125000 Penalty: 3000.178467
	Iteration 37Q: 3 clusters Score -1161706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1161733.500000 Penalty: 3000.178467
	Iteration 38Q: 3 clusters Score -1161734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1161760.250000 Penalty: 3000.178467
	Iteration 39Q: 3 clusters Score -1161760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1161782.125000 Penalty: 3000.178467
	Iteration 40F: 3 clusters Score -1161782 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -1161823.375000 Penalty: 3000.178467
	Iteration 41Q: 3 clusters Score -1161823 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1161864.000000 Penalty: 3000.178467
	Iteration 42Q: 3 clusters Score -1161864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1161897.750000 Penalty: 3000.178467
	Iteration 43Q: 3 clusters Score -1161898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1161922.000000 Penalty: 3000.178467
	Iteration 44Q: 3 clusters Score -1161922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1161933.250000 Penalty: 3000.178467
	Iteration 45Q: 3 clusters Score -1161933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1161946.250000 Penalty: 3000.178467
	Iteration 46Q: 3 clusters Score -1161946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1161962.250000 Penalty: 3000.178467
	Iteration 47Q: 3 clusters Score -1161962 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1161972.625000 Penalty: 3000.178467
	Iteration 48Q: 3 clusters Score -1161973 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1161986.250000 Penalty: 3000.178467
	Iteration 49Q: 3 clusters Score -1161986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1161994.750000 Penalty: 3000.178467
	Iteration 50Q: 3 clusters Score -1161995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1161998.750000 Penalty: 3000.178467
	Iteration 51Q: 3 clusters Score -1161999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1162007.750000 Penalty: 3000.178467
	Iteration 52Q: 3 clusters Score -1162008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1162012.625000 Penalty: 3000.178467
	Iteration 53Q: 3 clusters Score -1162013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1162015.500000 Penalty: 3000.178467
	Iteration 54Q: 3 clusters Score -1162016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1162018.125000 Penalty: 3000.178467
	Iteration 55Q: 3 clusters Score -1162018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1162021.750000 Penalty: 3000.178467
	Iteration 56Q: 3 clusters Score -1162022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1162026.625000 Penalty: 3000.178467
	Iteration 57Q: 3 clusters Score -1162027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1162029.750000 Penalty: 3000.178467
	Iteration 58Q: 3 clusters Score -1162030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1162032.000000 Penalty: 3000.178467
	Iteration 59Q: 3 clusters Score -1162032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1162034.875000 Penalty: 3000.178467
	Iteration 60F: 3 clusters Score -1162035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1162037.625000 Penalty: 3000.178467
	Iteration 61Q: 3 clusters Score -1162038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1162040.375000 Penalty: 3000.178467
	Iteration 62Q: 3 clusters Score -1162040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1162044.125000 Penalty: 3000.178467
	Iteration 63Q: 3 clusters Score -1162044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1162047.125000 Penalty: 3000.178467
	Iteration 64Q: 3 clusters Score -1162047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1162047.125000 Penalty: 3000.178467
	Iteration 65Q: 3 clusters Score -1162047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1162047.125000 Penalty: 3000.178467
	Iteration 66F: 3 clusters Score -1162047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -536814.812500 Penalty: 1371.515625
	Iteration 0F: 2 clusters Score -536814.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -533032.937500 Penalty: 2743.031250
	Iteration 0F: 3 clusters Score -533032.9 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -534053.312500 Penalty: 2743.031250
	Iteration 1F: 3 clusters Score -534053.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -534264.750000 Penalty: 2743.031250
	Iteration 2F: 3 clusters Score -534264.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -534434.375000 Penalty: 2743.031250
	Iteration 3F: 3 clusters Score -534434.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -534596.375000 Penalty: 2743.031250
	Iteration 4F: 3 clusters Score -534596.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -534733.000000 Penalty: 2743.031250
	Iteration 5F: 3 clusters Score -534733 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -534836.312500 Penalty: 2743.031250
	Iteration 6Q: 3 clusters Score -534836.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -534934.437500 Penalty: 2743.031250
	Iteration 7Q: 3 clusters Score -534934.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -535028.375000 Penalty: 2743.031250
	Iteration 8Q: 3 clusters Score -535028.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -535119.437500 Penalty: 2743.031250
	Iteration 9Q: 3 clusters Score -535119.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -535211.187500 Penalty: 2743.031250
	Iteration 10Q: 3 clusters Score -535211.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -535286.812500 Penalty: 2743.031250
	Iteration 11Q: 3 clusters Score -535286.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -535368.375000 Penalty: 2743.031250
	Iteration 12Q: 3 clusters Score -535368.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -535441.562500 Penalty: 2743.031250
	Iteration 13Q: 3 clusters Score -535441.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -535506.687500 Penalty: 2743.031250
	Iteration 14Q: 3 clusters Score -535506.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -535575.000000 Penalty: 2743.031250
	Iteration 15Q: 3 clusters Score -535575 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -535624.250000 Penalty: 2743.031250
	Iteration 16Q: 3 clusters Score -535624.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -535655.375000 Penalty: 2743.031250
	Iteration 17Q: 3 clusters Score -535655.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -535671.812500 Penalty: 2743.031250
	Iteration 18Q: 3 clusters Score -535671.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -535683.187500 Penalty: 2743.031250
	Iteration 19Q: 3 clusters Score -535683.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -535691.562500 Penalty: 2743.031250
	Iteration 20F: 3 clusters Score -535691.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -535704.062500 Penalty: 2743.031250
	Iteration 21Q: 3 clusters Score -535704.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -535710.750000 Penalty: 2743.031250
	Iteration 22Q: 3 clusters Score -535710.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -535712.875000 Penalty: 2743.031250
	Iteration 23Q: 3 clusters Score -535712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -535718.437500 Penalty: 2743.031250
	Iteration 24Q: 3 clusters Score -535718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -535719.437500 Penalty: 2743.031250
	Iteration 25Q: 3 clusters Score -535719.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -535719.812500 Penalty: 2743.031250
	Iteration 26Q: 3 clusters Score -535719.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -535719.812500 Penalty: 2743.031250
	Iteration 27F: 3 clusters Score -535719.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Entering Unmasked Estep 
Score: -3303867.500000 Penalty: 1668.141846
	Iteration 0F: 2 clusters Score -3303868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -3284503.750000 Penalty: 3336.283691
	Iteration 0F: 3 clusters Score -3284504 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -3291748.750000 Penalty: 3336.283691
	Iteration 1F: 3 clusters Score -3291749 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -3292278.000000 Penalty: 3336.283691
	Iteration 2Q: 3 clusters Score -3292278 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -3292837.500000 Penalty: 3336.283691
	Iteration 3Q: 3 clusters Score -3292838 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -3293512.250000 Penalty: 3336.283691
	Iteration 4Q: 3 clusters Score -3293512 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -3294335.000000 Penalty: 3336.283691
	Iteration 5F: 3 clusters Score -3294335 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -3295340.500000 Penalty: 3336.283691
	Iteration 6F: 3 clusters Score -3295340 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3296353.000000 Penalty: 3336.283691
	Iteration 7F: 3 clusters Score -3296353 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -3297346.750000 Penalty: 3336.283691
	Iteration 8F: 3 clusters Score -3297347 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3298283.500000 Penalty: 3336.283691
	Iteration 9F: 3 clusters Score -3298284 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -3299096.500000 Penalty: 3336.283691
	Iteration 10Q: 3 clusters Score -3299096 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -3299608.250000 Penalty: 3336.283691
	Iteration 11Q: 3 clusters Score -3299608 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -3299922.000000 Penalty: 3336.283691
	Iteration 12Q: 3 clusters Score -3299922 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -3300173.750000 Penalty: 3336.283691
	Iteration 13Q: 3 clusters Score -3300174 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -3300352.250000 Penalty: 3336.283691
	Iteration 14Q: 3 clusters Score -3300352 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12643 members 
Entering Unmasked Estep 
Score: -3300536.750000 Penalty: 3336.283691
	Iteration 15Q: 3 clusters Score -3300537 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -3300721.500000 Penalty: 3336.283691
	Iteration 16Q: 3 clusters Score -3300722 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3300857.250000 Penalty: 3336.283691
	Iteration 17Q: 3 clusters Score -3300857 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -3301000.500000 Penalty: 3336.283691
	Iteration 18Q: 3 clusters Score -3301000 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -3301123.750000 Penalty: 3336.283691
	Iteration 19Q: 3 clusters Score -3301124 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3301253.250000 Penalty: 3336.283691
	Iteration 20F: 3 clusters Score -3301253 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -3301377.000000 Penalty: 3336.283691
	Iteration 21Q: 3 clusters Score -3301377 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3301493.750000 Penalty: 3336.283691
	Iteration 22Q: 3 clusters Score -3301494 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -3301649.500000 Penalty: 3336.283691
	Iteration 23Q: 3 clusters Score -3301650 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3301786.250000 Penalty: 3336.283691
	Iteration 24Q: 3 clusters Score -3301786 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3301937.000000 Penalty: 3336.283691
	Iteration 25Q: 3 clusters Score -3301937 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -3302071.500000 Penalty: 3336.283691
	Iteration 26Q: 3 clusters Score -3302072 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21022 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -3302181.250000 Penalty: 3336.283691
	Iteration 27Q: 3 clusters Score -3302181 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -3302319.000000 Penalty: 3336.283691
	Iteration 28Q: 3 clusters Score -3302319 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -3302428.000000 Penalty: 3336.283691
	Iteration 29Q: 3 clusters Score -3302428 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3302521.750000 Penalty: 3336.283691
	Iteration 30Q: 3 clusters Score -3302522 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -3302633.000000 Penalty: 3336.283691
	Iteration 31Q: 3 clusters Score -3302633 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -3302735.250000 Penalty: 3336.283691
	Iteration 32Q: 3 clusters Score -3302735 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3302811.250000 Penalty: 3336.283691
	Iteration 33Q: 3 clusters Score -3302811 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -3302878.500000 Penalty: 3336.283691
	Iteration 34Q: 3 clusters Score -3302878 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3302958.500000 Penalty: 3336.283691
	Iteration 35Q: 3 clusters Score -3302958 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -3302992.000000 Penalty: 3336.283691
	Iteration 36Q: 3 clusters Score -3302992 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -3303020.750000 Penalty: 3336.283691
	Iteration 37Q: 3 clusters Score -3303021 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -3303038.250000 Penalty: 3336.283691
	Iteration 38Q: 3 clusters Score -3303038 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -3303043.500000 Penalty: 3336.283691
	Iteration 39Q: 3 clusters Score -3303044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -3303049.750000 Penalty: 3336.283691
	Iteration 40F: 3 clusters Score -3303050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -3303062.500000 Penalty: 3336.283691
	Iteration 41Q: 3 clusters Score -3303062 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -3303078.500000 Penalty: 3336.283691
	Iteration 42Q: 3 clusters Score -3303078 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -3303079.750000 Penalty: 3336.283691
	Iteration 43Q: 3 clusters Score -3303080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -3303086.750000 Penalty: 3336.283691
	Iteration 44Q: 3 clusters Score -3303087 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3303102.750000 Penalty: 3336.283691
	Iteration 45Q: 3 clusters Score -3303103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -3303101.750000 Penalty: 3336.283691
	Iteration 46Q: 3 clusters Score -3303102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -3303097.750000 Penalty: 3336.283691
	Iteration 47Q: 3 clusters Score -3303098 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -3303098.000000 Penalty: 3336.283691
	Iteration 48Q: 3 clusters Score -3303098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -3303110.250000 Penalty: 3336.283691
	Iteration 49Q: 3 clusters Score -3303110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -3303111.000000 Penalty: 3336.283691
	Iteration 50Q: 3 clusters Score -3303111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24234 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -3303108.250000 Penalty: 3336.283691
	Iteration 51Q: 3 clusters Score -3303108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -3303113.500000 Penalty: 3336.283691
	Iteration 52Q: 3 clusters Score -3303114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3303109.250000 Penalty: 3336.283691
	Iteration 53Q: 3 clusters Score -3303109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -3303113.250000 Penalty: 3336.283691
	Iteration 54Q: 3 clusters Score -3303113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24316 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3303116.750000 Penalty: 3336.283691
	Iteration 55Q: 3 clusters Score -3303117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3303116.250000 Penalty: 3336.283691
	Iteration 56Q: 3 clusters Score -3303116 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -3303119.250000 Penalty: 3336.283691
	Iteration 57Q: 3 clusters Score -3303119 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -3303120.250000 Penalty: 3336.283691
	Iteration 58Q: 3 clusters Score -3303120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3303125.750000 Penalty: 3336.283691
	Iteration 59Q: 3 clusters Score -3303126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -3303124.250000 Penalty: 3336.283691
	Iteration 60F: 3 clusters Score -3303124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -3303123.500000 Penalty: 3336.283691
	Iteration 61Q: 3 clusters Score -3303124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3303127.250000 Penalty: 3336.283691
	Iteration 62Q: 3 clusters Score -3303127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -3303129.750000 Penalty: 3336.283691
	Iteration 63Q: 3 clusters Score -3303130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -3303130.250000 Penalty: 3336.283691
	Iteration 64Q: 3 clusters Score -3303130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -3303126.500000 Penalty: 3336.283691
	Iteration 65Q: 3 clusters Score -3303126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -3303126.250000 Penalty: 3336.283691
	Iteration 66Q: 3 clusters Score -3303126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -3303131.750000 Penalty: 3336.283691
	Iteration 67Q: 3 clusters Score -3303132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -3303128.000000 Penalty: 3336.283691
	Iteration 68Q: 3 clusters Score -3303128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -3303129.500000 Penalty: 3336.283691
	Iteration 69Q: 3 clusters Score -3303130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -3303129.000000 Penalty: 3336.283691
	Iteration 70Q: 3 clusters Score -3303129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3303130.000000 Penalty: 3336.283691
	Iteration 71Q: 3 clusters Score -3303130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -3303131.000000 Penalty: 3336.283691
	Iteration 72Q: 3 clusters Score -3303131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3303127.750000 Penalty: 3336.283691
	Iteration 73Q: 3 clusters Score -3303128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -3303127.500000 Penalty: 3336.283691
	Iteration 74Q: 3 clusters Score -3303128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -3303123.750000 Penalty: 3336.283691
	Iteration 75Q: 3 clusters Score -3303124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -3303129.000000 Penalty: 3336.283691
	Iteration 76Q: 3 clusters Score -3303129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3303136.750000 Penalty: 3336.283691
	Iteration 77Q: 3 clusters Score -3303137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -3303136.000000 Penalty: 3336.283691
	Iteration 78Q: 3 clusters Score -3303136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -3303136.750000 Penalty: 3336.283691
	Iteration 79Q: 3 clusters Score -3303137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3303148.000000 Penalty: 3336.283691
	Iteration 80F: 3 clusters Score -3303148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3303142.500000 Penalty: 3336.283691
	Iteration 81Q: 3 clusters Score -3303142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -3303142.000000 Penalty: 3336.283691
	Iteration 82Q: 3 clusters Score -3303142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3303149.000000 Penalty: 3336.283691
	Iteration 83Q: 3 clusters Score -3303149 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24779 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -3303155.500000 Penalty: 3336.283691
	Iteration 84Q: 3 clusters Score -3303156 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3303161.250000 Penalty: 3336.283691
	Iteration 85Q: 3 clusters Score -3303161 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -3303170.250000 Penalty: 3336.283691
	Iteration 86Q: 3 clusters Score -3303170 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -3303169.000000 Penalty: 3336.283691
	Iteration 87Q: 3 clusters Score -3303169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3303167.250000 Penalty: 3336.283691
	Iteration 88Q: 3 clusters Score -3303167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -3303167.250000 Penalty: 3336.283691
	Iteration 89Q: 3 clusters Score -3303167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3303162.500000 Penalty: 3336.283691
	Iteration 90Q: 3 clusters Score -3303162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3303170.500000 Penalty: 3336.283691
	Iteration 91Q: 3 clusters Score -3303170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -3303181.750000 Penalty: 3336.283691
	Iteration 92Q: 3 clusters Score -3303182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3303184.500000 Penalty: 3336.283691
	Iteration 93Q: 3 clusters Score -3303184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -3303185.500000 Penalty: 3336.283691
	Iteration 94Q: 3 clusters Score -3303186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -3303182.500000 Penalty: 3336.283691
	Iteration 95Q: 3 clusters Score -3303182 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24996 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -3303185.250000 Penalty: 3336.283691
	Iteration 96Q: 3 clusters Score -3303185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3303185.000000 Penalty: 3336.283691
	Iteration 97Q: 3 clusters Score -3303185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -3303196.750000 Penalty: 3336.283691
	Iteration 98Q: 3 clusters Score -3303197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3303199.000000 Penalty: 3336.283691
	Iteration 99Q: 3 clusters Score -3303199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3303202.250000 Penalty: 3336.283691
	Iteration 100F: 3 clusters Score -3303202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -3303198.750000 Penalty: 3336.283691
	Iteration 101Q: 3 clusters Score -3303199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25072 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3303198.250000 Penalty: 3336.283691
	Iteration 102Q: 3 clusters Score -3303198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -3303200.500000 Penalty: 3336.283691
	Iteration 103Q: 3 clusters Score -3303200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -3303195.250000 Penalty: 3336.283691
	Iteration 104Q: 3 clusters Score -3303195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -3303195.000000 Penalty: 3336.283691
	Iteration 105Q: 3 clusters Score -3303195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3303199.750000 Penalty: 3336.283691
	Iteration 106Q: 3 clusters Score -3303200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -3303195.750000 Penalty: 3336.283691
	Iteration 107Q: 3 clusters Score -3303196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3303200.750000 Penalty: 3336.283691
	Iteration 108Q: 3 clusters Score -3303201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -3303198.000000 Penalty: 3336.283691
	Iteration 109Q: 3 clusters Score -3303198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3303201.750000 Penalty: 3336.283691
	Iteration 110Q: 3 clusters Score -3303202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3303200.250000 Penalty: 3336.283691
	Iteration 111Q: 3 clusters Score -3303200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3303198.000000 Penalty: 3336.283691
	Iteration 112Q: 3 clusters Score -3303198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -3303198.000000 Penalty: 3336.283691
	Iteration 113Q: 3 clusters Score -3303198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -3303196.250000 Penalty: 3336.283691
	Iteration 114Q: 3 clusters Score -3303196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3303195.750000 Penalty: 3336.283691
	Iteration 115Q: 3 clusters Score -3303196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3303201.250000 Penalty: 3336.283691
	Iteration 116Q: 3 clusters Score -3303201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -3303197.250000 Penalty: 3336.283691
	Iteration 117Q: 3 clusters Score -3303197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3303196.500000 Penalty: 3336.283691
	Iteration 118Q: 3 clusters Score -3303196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3303195.750000 Penalty: 3336.283691
	Iteration 119Q: 3 clusters Score -3303196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -3303197.500000 Penalty: 3336.283691
	Iteration 120F: 3 clusters Score -3303198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3303200.500000 Penalty: 3336.283691
	Iteration 121Q: 3 clusters Score -3303200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3303203.000000 Penalty: 3336.283691
	Iteration 122Q: 3 clusters Score -3303203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3303202.250000 Penalty: 3336.283691
	Iteration 123Q: 3 clusters Score -3303202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3303202.750000 Penalty: 3336.283691
	Iteration 124Q: 3 clusters Score -3303203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3303200.750000 Penalty: 3336.283691
	Iteration 125Q: 3 clusters Score -3303201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3303203.500000 Penalty: 3336.283691
	Iteration 126Q: 3 clusters Score -3303204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -3303202.000000 Penalty: 3336.283691
	Iteration 127Q: 3 clusters Score -3303202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3303207.750000 Penalty: 3336.283691
	Iteration 128Q: 3 clusters Score -3303208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3303203.250000 Penalty: 3336.283691
	Iteration 129Q: 3 clusters Score -3303203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3303202.250000 Penalty: 3336.283691
	Iteration 130Q: 3 clusters Score -3303202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3303202.250000 Penalty: 3336.283691
	Iteration 131F: 3 clusters Score -3303202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -418339.343750 Penalty: 1331.651978
	Iteration 0F: 2 clusters Score -418339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -415209.781250 Penalty: 2663.303955
	Iteration 0F: 3 clusters Score -415209.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -415984.281250 Penalty: 2663.303955
	Iteration 1F: 3 clusters Score -415984.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -416127.906250 Penalty: 2663.303955
	Iteration 2F: 3 clusters Score -416127.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -416236.593750 Penalty: 2663.303955
	Iteration 3F: 3 clusters Score -416236.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -416338.187500 Penalty: 2663.303955
	Iteration 4Q: 3 clusters Score -416338.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -416422.093750 Penalty: 2663.303955
	Iteration 5Q: 3 clusters Score -416422.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -416494.531250 Penalty: 2663.303955
	Iteration 6Q: 3 clusters Score -416494.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -416554.250000 Penalty: 2663.303955
	Iteration 7Q: 3 clusters Score -416554.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -416602.468750 Penalty: 2663.303955
	Iteration 8Q: 3 clusters Score -416602.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -416647.187500 Penalty: 2663.303955
	Iteration 9Q: 3 clusters Score -416647.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -416689.218750 Penalty: 2663.303955
	Iteration 10Q: 3 clusters Score -416689.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -416727.250000 Penalty: 2663.303955
	Iteration 11Q: 3 clusters Score -416727.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -416770.187500 Penalty: 2663.303955
	Iteration 12Q: 3 clusters Score -416770.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -416822.968750 Penalty: 2663.303955
	Iteration 13Q: 3 clusters Score -416823 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -416893.156250 Penalty: 2663.303955
	Iteration 14Q: 3 clusters Score -416893.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -417019.312500 Penalty: 2663.303955
	Iteration 15Q: 3 clusters Score -417019.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -417257.812500 Penalty: 2663.303955
	Iteration 16Q: 3 clusters Score -417257.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -417568.656250 Penalty: 2663.303955
	Iteration 17Q: 3 clusters Score -417568.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -417715.562500 Penalty: 2663.303955
	Iteration 18Q: 3 clusters Score -417715.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -417770.593750 Penalty: 2663.303955
	Iteration 19Q: 3 clusters Score -417770.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -417803.343750 Penalty: 2663.303955
	Iteration 20F: 3 clusters Score -417803.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -417821.843750 Penalty: 2663.303955
	Iteration 21Q: 3 clusters Score -417821.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -417839.312500 Penalty: 2663.303955
	Iteration 22Q: 3 clusters Score -417839.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -417860.500000 Penalty: 2663.303955
	Iteration 23Q: 3 clusters Score -417860.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -417880.562500 Penalty: 2663.303955
	Iteration 24Q: 3 clusters Score -417880.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -417907.062500 Penalty: 2663.303955
	Iteration 25Q: 3 clusters Score -417907.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -417944.312500 Penalty: 2663.303955
	Iteration 26Q: 3 clusters Score -417944.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -417975.531250 Penalty: 2663.303955
	Iteration 27Q: 3 clusters Score -417975.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -418021.593750 Penalty: 2663.303955
	Iteration 28Q: 3 clusters Score -418021.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -418088.593750 Penalty: 2663.303955
	Iteration 29Q: 3 clusters Score -418088.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -418181.687500 Penalty: 2663.303955
	Iteration 30Q: 3 clusters Score -418181.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -418252.437500 Penalty: 2663.303955
	Iteration 31Q: 3 clusters Score -418252.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -418287.187500 Penalty: 2663.303955
	Iteration 32Q: 3 clusters Score -418287.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -418307.812500 Penalty: 2663.303955
	Iteration 33Q: 3 clusters Score -418307.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -418309.656250 Penalty: 2663.303955
	Iteration 34Q: 3 clusters Score -418309.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -418311.843750 Penalty: 2663.303955
	Iteration 35Q: 3 clusters Score -418311.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -418313.937500 Penalty: 2663.303955
	Iteration 36Q: 3 clusters Score -418313.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418313.843750 Penalty: 2663.303955
	Iteration 37Q: 3 clusters Score -418313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -418314.156250 Penalty: 2663.303955
	Iteration 38Q: 3 clusters Score -418314.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -418315.125000 Penalty: 2663.303955
	Iteration 39Q: 3 clusters Score -418315.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -418315.125000 Penalty: 2663.303955
	Iteration 40F: 3 clusters Score -418315.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -153629.500000 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -153629.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -151786.796875 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -151786.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -152399.828125 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -152399.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152715.468750 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -152715.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153034.343750 Penalty: 2414.787109
	Iteration 3F: 3 clusters Score -153034.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -153302.687500 Penalty: 2414.787109
	Iteration 4F: 3 clusters Score -153302.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153458.562500 Penalty: 2414.787109
	Iteration 5F: 3 clusters Score -153458.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153547.734375 Penalty: 2414.787109
	Iteration 6Q: 3 clusters Score -153547.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -153596.171875 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -153596.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -153618.593750 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -153618.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -153632.515625 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -153632.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153649.984375 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -153650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153658.843750 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -153658.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -153662.625000 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -153662.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -153663.203125 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -153663.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -153664.671875 Penalty: 2414.787109
	Iteration 14Q: 3 clusters Score -153664.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153665.328125 Penalty: 2414.787109
	Iteration 15Q: 3 clusters Score -153665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -153665.328125 Penalty: 2414.787109
	Iteration 16F: 3 clusters Score -153665.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 927 members 
Mstep: Class 18 contains 88136 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Mstep: Class 40 contains 759 members 
Entering Unmasked Estep 
Score: -40121976.000000 Penalty: 83189.664062
Splitting cluster 17 changes total score from -40122820.000000 to -40121976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (88136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88136 members 
Entering Unmasked Estep 
Score: -10108660.000000 Penalty: 1850.328491
	Iteration 0F: 2 clusters Score -1.010866e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -10049882.000000 Penalty: 3700.656982
	Iteration 0F: 3 clusters Score -1.004988e+07 nChanged 42051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -10073945.000000 Penalty: 3700.656982
	Iteration 1F: 3 clusters Score -1.007394e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -10074603.000000 Penalty: 3700.656982
	Iteration 2Q: 3 clusters Score -1.00746e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -10075262.000000 Penalty: 3700.656982
	Iteration 3Q: 3 clusters Score -1.007526e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -10076088.000000 Penalty: 3700.656982
	Iteration 4Q: 3 clusters Score -1.007609e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -10077075.000000 Penalty: 3700.656982
	Iteration 5Q: 3 clusters Score -1.007708e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -10078270.000000 Penalty: 3700.656982
	Iteration 6Q: 3 clusters Score -1.007827e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 48940 members 
Entering Unmasked Estep 
Score: -10079947.000000 Penalty: 3700.656982
	Iteration 7Q: 3 clusters Score -1.007995e+07 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -10082026.000000 Penalty: 3700.656982
	Iteration 8Q: 3 clusters Score -1.008203e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -10084471.000000 Penalty: 3700.656982
	Iteration 9F: 3 clusters Score -1.008447e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 58316 members 
Entering Unmasked Estep 
Score: -10087497.000000 Penalty: 3700.656982
	Iteration 10F: 3 clusters Score -1.00875e+07 nChanged 4912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -10090627.000000 Penalty: 3700.656982
	Iteration 11F: 3 clusters Score -1.009063e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -10093426.000000 Penalty: 3700.656982
	Iteration 12F: 3 clusters Score -1.009343e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 69797 members 
Entering Unmasked Estep 
Score: -10095904.000000 Penalty: 3700.656982
	Iteration 13Q: 3 clusters Score -1.00959e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 72939 members 
Entering Unmasked Estep 
Score: -10097929.000000 Penalty: 3700.656982
	Iteration 14Q: 3 clusters Score -1.009793e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 75804 members 
Entering Unmasked Estep 
Score: -10099770.000000 Penalty: 3700.656982
	Iteration 15Q: 3 clusters Score -1.009977e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 78339 members 
Entering Unmasked Estep 
Score: -10101621.000000 Penalty: 3700.656982
	Iteration 16Q: 3 clusters Score -1.010162e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -10103416.000000 Penalty: 3700.656982
	Iteration 17Q: 3 clusters Score -1.010342e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 82508 members 
Entering Unmasked Estep 
Score: -10105098.000000 Penalty: 3700.656982
	Iteration 18Q: 3 clusters Score -1.01051e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 84005 members 
Entering Unmasked Estep 
Score: -10106502.000000 Penalty: 3700.656982
	Iteration 19Q: 3 clusters Score -1.01065e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 85068 members 
Entering Unmasked Estep 
Score: -10107593.000000 Penalty: 3700.656982
	Iteration 20F: 3 clusters Score -1.010759e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 85823 members 
Entering Unmasked Estep 
Score: -10108481.000000 Penalty: 3700.656982
	Iteration 21Q: 3 clusters Score -1.010848e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -10109195.000000 Penalty: 3700.656982
	Iteration 22Q: 3 clusters Score -1.01092e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 86757 members 
Entering Unmasked Estep 
Score: -10110058.000000 Penalty: 3700.656982
	Iteration 23Q: 3 clusters Score -1.011006e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -10111267.000000 Penalty: 3700.656982
	Iteration 24Q: 3 clusters Score -1.011127e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 87448 members 
Entering Unmasked Estep 
Score: -10113506.000000 Penalty: 3700.656982
	Iteration 25Q: 3 clusters Score -1.011351e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -10118422.000000 Penalty: 3700.656982
	Iteration 26Q: 3 clusters Score -1.011842e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -10120509.000000 Penalty: 3700.656982
	Iteration 27Q: 3 clusters Score -1.012051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -10121156.000000 Penalty: 3700.656982
	Iteration 28Q: 3 clusters Score -1.012116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 87756 members 
Entering Unmasked Estep 
Score: -10121592.000000 Penalty: 3700.656982
	Iteration 29Q: 3 clusters Score -1.012159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -10121684.000000 Penalty: 3700.656982
	Iteration 30Q: 3 clusters Score -1.012168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 87760 members 
Entering Unmasked Estep 
Score: -10121684.000000 Penalty: 3700.656982
	Iteration 31F: 3 clusters Score -1.012168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 4220 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Mstep: Class 40 contains 87760 members 
Entering Unmasked Estep 
Score: -40135680.000000 Penalty: 83189.664062
Splitting cluster 18 changes total score from -40122820.000000 to -40135680.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 19 (8335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Entering Unmasked Estep 
Score: -949162.812500 Penalty: 1467.085571
	Iteration 0F: 2 clusters Score -949162.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -943028.125000 Penalty: 2934.171143
	Iteration 0F: 3 clusters Score -943028.1 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -944984.125000 Penalty: 2934.171143
	Iteration 1F: 3 clusters Score -944984.1 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -945262.312500 Penalty: 2934.171143
	Iteration 2F: 3 clusters Score -945262.3 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -945496.875000 Penalty: 2934.171143
	Iteration 3F: 3 clusters Score -945496.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -945701.250000 Penalty: 2934.171143
	Iteration 4Q: 3 clusters Score -945701.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -945896.312500 Penalty: 2934.171143
	Iteration 5Q: 3 clusters Score -945896.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -946105.250000 Penalty: 2934.171143
	Iteration 6Q: 3 clusters Score -946105.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -946321.937500 Penalty: 2934.171143
	Iteration 7Q: 3 clusters Score -946321.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -946534.812500 Penalty: 2934.171143
	Iteration 8Q: 3 clusters Score -946534.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -946761.125000 Penalty: 2934.171143
	Iteration 9Q: 3 clusters Score -946761.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -946982.312500 Penalty: 2934.171143
	Iteration 10Q: 3 clusters Score -946982.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -947177.250000 Penalty: 2934.171143
	Iteration 11Q: 3 clusters Score -947177.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -947317.500000 Penalty: 2934.171143
	Iteration 12Q: 3 clusters Score -947317.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -947423.437500 Penalty: 2934.171143
	Iteration 13Q: 3 clusters Score -947423.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -947523.000000 Penalty: 2934.171143
	Iteration 14Q: 3 clusters Score -947523 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -947605.125000 Penalty: 2934.171143
	Iteration 15Q: 3 clusters Score -947605.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -947670.687500 Penalty: 2934.171143
	Iteration 16Q: 3 clusters Score -947670.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -947721.437500 Penalty: 2934.171143
	Iteration 17Q: 3 clusters Score -947721.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -947758.562500 Penalty: 2934.171143
	Iteration 18Q: 3 clusters Score -947758.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -947780.312500 Penalty: 2934.171143
	Iteration 19Q: 3 clusters Score -947780.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -947804.562500 Penalty: 2934.171143
	Iteration 20F: 3 clusters Score -947804.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -947819.937500 Penalty: 2934.171143
	Iteration 21Q: 3 clusters Score -947819.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -947832.437500 Penalty: 2934.171143
	Iteration 22Q: 3 clusters Score -947832.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -947847.937500 Penalty: 2934.171143
	Iteration 23Q: 3 clusters Score -947847.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -947857.312500 Penalty: 2934.171143
	Iteration 24Q: 3 clusters Score -947857.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -947859.250000 Penalty: 2934.171143
	Iteration 25Q: 3 clusters Score -947859.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -947863.250000 Penalty: 2934.171143
	Iteration 26Q: 3 clusters Score -947863.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -947863.937500 Penalty: 2934.171143
	Iteration 27Q: 3 clusters Score -947863.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -947864.687500 Penalty: 2934.171143
	Iteration 28Q: 3 clusters Score -947864.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -947866.625000 Penalty: 2934.171143
	Iteration 29Q: 3 clusters Score -947866.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -947868.375000 Penalty: 2934.171143
	Iteration 30Q: 3 clusters Score -947868.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -947870.312500 Penalty: 2934.171143
	Iteration 31Q: 3 clusters Score -947870.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -947872.312500 Penalty: 2934.171143
	Iteration 32Q: 3 clusters Score -947872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -947873.437500 Penalty: 2934.171143
	Iteration 33Q: 3 clusters Score -947873.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -947876.062500 Penalty: 2934.171143
	Iteration 34Q: 3 clusters Score -947876.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -947876.562500 Penalty: 2934.171143
	Iteration 35Q: 3 clusters Score -947876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -947878.750000 Penalty: 2934.171143
	Iteration 36Q: 3 clusters Score -947878.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -947878.000000 Penalty: 2934.171143
	Iteration 37Q: 3 clusters Score -947878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -947876.625000 Penalty: 2934.171143
	Iteration 38Q: 3 clusters Score -947876.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -947876.500000 Penalty: 2934.171143
	Iteration 39Q: 3 clusters Score -947876.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -947878.187500 Penalty: 2934.171143
	Iteration 40F: 3 clusters Score -947878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -947878.312500 Penalty: 2934.171143
	Iteration 41Q: 3 clusters Score -947878.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -947879.375000 Penalty: 2934.171143
	Iteration 42Q: 3 clusters Score -947879.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -947880.062500 Penalty: 2934.171143
	Iteration 43Q: 3 clusters Score -947880.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -947881.187500 Penalty: 2934.171143
	Iteration 44Q: 3 clusters Score -947881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -947880.937500 Penalty: 2934.171143
	Iteration 45Q: 3 clusters Score -947880.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -947880.500000 Penalty: 2934.171143
	Iteration 46Q: 3 clusters Score -947880.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -947882.562500 Penalty: 2934.171143
	Iteration 47Q: 3 clusters Score -947882.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -947882.000000 Penalty: 2934.171143
	Iteration 48Q: 3 clusters Score -947882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -947884.000000 Penalty: 2934.171143
	Iteration 49Q: 3 clusters Score -947884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -947884.000000 Penalty: 2934.171143
	Iteration 50F: 3 clusters Score -947884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Entering Unmasked Estep 
Score: -2131265.750000 Penalty: 1598.889893
	Iteration 0F: 2 clusters Score -2131266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2118556.500000 Penalty: 3197.779785
	Iteration 0F: 3 clusters Score -2118556 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2123076.750000 Penalty: 3197.779785
	Iteration 1F: 3 clusters Score -2123077 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2123413.750000 Penalty: 3197.779785
	Iteration 2Q: 3 clusters Score -2123414 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2123718.250000 Penalty: 3197.779785
	Iteration 3Q: 3 clusters Score -2123718 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2124068.500000 Penalty: 3197.779785
	Iteration 4Q: 3 clusters Score -2124068 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2124521.500000 Penalty: 3197.779785
	Iteration 5Q: 3 clusters Score -2124522 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2125107.500000 Penalty: 3197.779785
	Iteration 6F: 3 clusters Score -2125108 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2125786.750000 Penalty: 3197.779785
	Iteration 7F: 3 clusters Score -2125787 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2126497.000000 Penalty: 3197.779785
	Iteration 8F: 3 clusters Score -2126497 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2127232.000000 Penalty: 3197.779785
	Iteration 9F: 3 clusters Score -2127232 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2127852.000000 Penalty: 3197.779785
	Iteration 10F: 3 clusters Score -2127852 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2128334.750000 Penalty: 3197.779785
	Iteration 11Q: 3 clusters Score -2128335 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -2128715.500000 Penalty: 3197.779785
	Iteration 12Q: 3 clusters Score -2128716 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2129041.500000 Penalty: 3197.779785
	Iteration 13Q: 3 clusters Score -2129042 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2129381.500000 Penalty: 3197.779785
	Iteration 14Q: 3 clusters Score -2129382 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2129634.500000 Penalty: 3197.779785
	Iteration 15Q: 3 clusters Score -2129634 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2129814.750000 Penalty: 3197.779785
	Iteration 16Q: 3 clusters Score -2129815 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2129946.000000 Penalty: 3197.779785
	Iteration 17Q: 3 clusters Score -2129946 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2130032.500000 Penalty: 3197.779785
	Iteration 18Q: 3 clusters Score -2130032 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2130094.500000 Penalty: 3197.779785
	Iteration 19Q: 3 clusters Score -2130094 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -2130130.500000 Penalty: 3197.779785
	Iteration 20F: 3 clusters Score -2130130 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -2130155.250000 Penalty: 3197.779785
	Iteration 21Q: 3 clusters Score -2130155 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2130188.000000 Penalty: 3197.779785
	Iteration 22Q: 3 clusters Score -2130188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2130209.250000 Penalty: 3197.779785
	Iteration 23Q: 3 clusters Score -2130209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -2130222.000000 Penalty: 3197.779785
	Iteration 24Q: 3 clusters Score -2130222 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2130233.500000 Penalty: 3197.779785
	Iteration 25Q: 3 clusters Score -2130234 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -2130240.000000 Penalty: 3197.779785
	Iteration 26Q: 3 clusters Score -2130240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2130247.750000 Penalty: 3197.779785
	Iteration 27Q: 3 clusters Score -2130248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -2130253.500000 Penalty: 3197.779785
	Iteration 28Q: 3 clusters Score -2130254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -2130263.750000 Penalty: 3197.779785
	Iteration 29Q: 3 clusters Score -2130264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2130263.250000 Penalty: 3197.779785
	Iteration 30Q: 3 clusters Score -2130263 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -2130267.750000 Penalty: 3197.779785
	Iteration 31Q: 3 clusters Score -2130268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -2130267.750000 Penalty: 3197.779785
	Iteration 32Q: 3 clusters Score -2130268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -2130273.000000 Penalty: 3197.779785
	Iteration 33Q: 3 clusters Score -2130273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2130277.750000 Penalty: 3197.779785
	Iteration 34Q: 3 clusters Score -2130278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -2130272.750000 Penalty: 3197.779785
	Iteration 35Q: 3 clusters Score -2130273 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2130274.000000 Penalty: 3197.779785
	Iteration 36Q: 3 clusters Score -2130274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -2130274.750000 Penalty: 3197.779785
	Iteration 37Q: 3 clusters Score -2130275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2130275.500000 Penalty: 3197.779785
	Iteration 38Q: 3 clusters Score -2130276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2130278.000000 Penalty: 3197.779785
	Iteration 39Q: 3 clusters Score -2130278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -2130279.000000 Penalty: 3197.779785
	Iteration 40F: 3 clusters Score -2130279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2130277.000000 Penalty: 3197.779785
	Iteration 41Q: 3 clusters Score -2130277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2130274.250000 Penalty: 3197.779785
	Iteration 42Q: 3 clusters Score -2130274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -2130273.750000 Penalty: 3197.779785
	Iteration 43Q: 3 clusters Score -2130274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2130279.000000 Penalty: 3197.779785
	Iteration 44Q: 3 clusters Score -2130279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2130275.500000 Penalty: 3197.779785
	Iteration 45Q: 3 clusters Score -2130276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2130277.250000 Penalty: 3197.779785
	Iteration 46Q: 3 clusters Score -2130277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -2130273.750000 Penalty: 3197.779785
	Iteration 47Q: 3 clusters Score -2130274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2130273.750000 Penalty: 3197.779785
	Iteration 48Q: 3 clusters Score -2130274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2130275.750000 Penalty: 3197.779785
	Iteration 49Q: 3 clusters Score -2130276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2130274.750000 Penalty: 3197.779785
	Iteration 50Q: 3 clusters Score -2130275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2130274.750000 Penalty: 3197.779785
	Iteration 51F: 3 clusters Score -2130275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -40535.292969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -40535.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -39529.296875 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -39529.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40019.792969 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -40019.79 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -40316.640625 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -40316.64 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40383.367188 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -40383.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -40434.015625 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -40434.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -40457.601562 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -40457.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -40464.824219 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -40464.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40466.347656 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -40466.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -40466.347656 Penalty: 2083.841064
	Iteration 8F: 3 clusters Score -40466.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Entering Unmasked Estep 
Score: -666609.625000 Penalty: 1410.829834
	Iteration 0F: 2 clusters Score -666609.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -662064.187500 Penalty: 2821.659668
	Iteration 0F: 3 clusters Score -662064.2 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -663372.937500 Penalty: 2821.659668
	Iteration 1F: 3 clusters Score -663372.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -663608.000000 Penalty: 2821.659668
	Iteration 2F: 3 clusters Score -663608 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -663801.687500 Penalty: 2821.659668
	Iteration 3F: 3 clusters Score -663801.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -664001.312500 Penalty: 2821.659668
	Iteration 4F: 3 clusters Score -664001.3 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -664186.875000 Penalty: 2821.659668
	Iteration 5Q: 3 clusters Score -664186.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -664367.062500 Penalty: 2821.659668
	Iteration 6Q: 3 clusters Score -664367.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -664525.875000 Penalty: 2821.659668
	Iteration 7Q: 3 clusters Score -664525.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -664677.687500 Penalty: 2821.659668
	Iteration 8Q: 3 clusters Score -664677.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -664798.250000 Penalty: 2821.659668
	Iteration 9Q: 3 clusters Score -664798.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -664893.875000 Penalty: 2821.659668
	Iteration 10Q: 3 clusters Score -664893.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -664995.812500 Penalty: 2821.659668
	Iteration 11Q: 3 clusters Score -664995.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -665098.812500 Penalty: 2821.659668
	Iteration 12Q: 3 clusters Score -665098.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -665197.812500 Penalty: 2821.659668
	Iteration 13Q: 3 clusters Score -665197.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -665282.062500 Penalty: 2821.659668
	Iteration 14Q: 3 clusters Score -665282.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -665332.062500 Penalty: 2821.659668
	Iteration 15Q: 3 clusters Score -665332.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -665372.500000 Penalty: 2821.659668
	Iteration 16Q: 3 clusters Score -665372.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -665402.125000 Penalty: 2821.659668
	Iteration 17Q: 3 clusters Score -665402.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -665421.062500 Penalty: 2821.659668
	Iteration 18Q: 3 clusters Score -665421.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -665431.187500 Penalty: 2821.659668
	Iteration 19Q: 3 clusters Score -665431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -665434.250000 Penalty: 2821.659668
	Iteration 20F: 3 clusters Score -665434.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -665445.437500 Penalty: 2821.659668
	Iteration 21Q: 3 clusters Score -665445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -665450.437500 Penalty: 2821.659668
	Iteration 22Q: 3 clusters Score -665450.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -665456.812500 Penalty: 2821.659668
	Iteration 23Q: 3 clusters Score -665456.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -665460.625000 Penalty: 2821.659668
	Iteration 24Q: 3 clusters Score -665460.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -665464.750000 Penalty: 2821.659668
	Iteration 25Q: 3 clusters Score -665464.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -665468.062500 Penalty: 2821.659668
	Iteration 26Q: 3 clusters Score -665468.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -665469.500000 Penalty: 2821.659668
	Iteration 27Q: 3 clusters Score -665469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -665471.562500 Penalty: 2821.659668
	Iteration 28Q: 3 clusters Score -665471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -665473.000000 Penalty: 2821.659668
	Iteration 29Q: 3 clusters Score -665473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -665473.625000 Penalty: 2821.659668
	Iteration 30Q: 3 clusters Score -665473.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -665475.250000 Penalty: 2821.659668
	Iteration 31Q: 3 clusters Score -665475.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -665475.937500 Penalty: 2821.659668
	Iteration 32Q: 3 clusters Score -665475.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -665475.937500 Penalty: 2821.659668
	Iteration 33F: 3 clusters Score -665475.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -135873.953125 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -135874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -134288.546875 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -134288.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -134564.125000 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -134564.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -134650.125000 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -134650.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -134700.359375 Penalty: 2307.240479
	Iteration 3F: 3 clusters Score -134700.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -134731.125000 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -134731.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134749.203125 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -134749.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -134761.703125 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -134761.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -134769.187500 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -134769.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -134778.125000 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -134778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134784.156250 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -134784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134799.796875 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -134799.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134836.000000 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -134836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134910.250000 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -134910.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -134961.250000 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -134961.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -134985.718750 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -134985.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -135002.218750 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -135002.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135018.843750 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -135018.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -135027.953125 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -135028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135037.000000 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -135037 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135043.390625 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -135043.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -135053.468750 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -135053.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -135061.781250 Penalty: 2307.240479
	Iteration 21Q: 3 clusters Score -135061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135065.875000 Penalty: 2307.240479
	Iteration 22Q: 3 clusters Score -135065.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -135072.437500 Penalty: 2307.240479
	Iteration 23Q: 3 clusters Score -135072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135078.953125 Penalty: 2307.240479
	Iteration 24Q: 3 clusters Score -135079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -135085.968750 Penalty: 2307.240479
	Iteration 25Q: 3 clusters Score -135086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -135091.078125 Penalty: 2307.240479
	Iteration 26Q: 3 clusters Score -135091.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -135097.515625 Penalty: 2307.240479
	Iteration 27Q: 3 clusters Score -135097.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -135103.546875 Penalty: 2307.240479
	Iteration 28Q: 3 clusters Score -135103.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -135108.828125 Penalty: 2307.240479
	Iteration 29Q: 3 clusters Score -135108.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -135113.375000 Penalty: 2307.240479
	Iteration 30Q: 3 clusters Score -135113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -135115.484375 Penalty: 2307.240479
	Iteration 31Q: 3 clusters Score -135115.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -135118.812500 Penalty: 2307.240479
	Iteration 32Q: 3 clusters Score -135118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135121.437500 Penalty: 2307.240479
	Iteration 33Q: 3 clusters Score -135121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -135126.312500 Penalty: 2307.240479
	Iteration 34Q: 3 clusters Score -135126.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -135131.859375 Penalty: 2307.240479
	Iteration 35Q: 3 clusters Score -135131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -135133.609375 Penalty: 2307.240479
	Iteration 36Q: 3 clusters Score -135133.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135135.531250 Penalty: 2307.240479
	Iteration 37Q: 3 clusters Score -135135.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -135138.328125 Penalty: 2307.240479
	Iteration 38Q: 3 clusters Score -135138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135139.671875 Penalty: 2307.240479
	Iteration 39Q: 3 clusters Score -135139.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -135139.671875 Penalty: 2307.240479
	Iteration 40F: 3 clusters Score -135139.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Entering Unmasked Estep 
Score: -5190670.000000 Penalty: 1739.346558
	Iteration 0F: 2 clusters Score -5190670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -5160945.500000 Penalty: 3478.693115
	Iteration 0F: 3 clusters Score -5160946 nChanged 20804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -5173095.500000 Penalty: 3478.693115
	Iteration 1F: 3 clusters Score -5173096 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -5174383.500000 Penalty: 3478.693115
	Iteration 2F: 3 clusters Score -5174384 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -5176191.000000 Penalty: 3478.693115
	Iteration 3F: 3 clusters Score -5176191 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -5178472.000000 Penalty: 3478.693115
	Iteration 4F: 3 clusters Score -5178472 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -5181046.500000 Penalty: 3478.693115
	Iteration 5F: 3 clusters Score -5181046 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -5183202.500000 Penalty: 3478.693115
	Iteration 6F: 3 clusters Score -5183202 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5184824.000000 Penalty: 3478.693115
	Iteration 7F: 3 clusters Score -5184824 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5186073.500000 Penalty: 3478.693115
	Iteration 8Q: 3 clusters Score -5186074 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -5186945.500000 Penalty: 3478.693115
	Iteration 9Q: 3 clusters Score -5186946 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -5187746.000000 Penalty: 3478.693115
	Iteration 10Q: 3 clusters Score -5187746 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5188370.500000 Penalty: 3478.693115
	Iteration 11Q: 3 clusters Score -5188370 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -5188744.000000 Penalty: 3478.693115
	Iteration 12Q: 3 clusters Score -5188744 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -5188982.000000 Penalty: 3478.693115
	Iteration 13Q: 3 clusters Score -5188982 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -5189150.500000 Penalty: 3478.693115
	Iteration 14Q: 3 clusters Score -5189150 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -5189286.000000 Penalty: 3478.693115
	Iteration 15Q: 3 clusters Score -5189286 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5189384.500000 Penalty: 3478.693115
	Iteration 16Q: 3 clusters Score -5189384 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -5189490.500000 Penalty: 3478.693115
	Iteration 17Q: 3 clusters Score -5189490 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -5189624.500000 Penalty: 3478.693115
	Iteration 18Q: 3 clusters Score -5189624 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5189711.000000 Penalty: 3478.693115
	Iteration 19Q: 3 clusters Score -5189711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5189754.000000 Penalty: 3478.693115
	Iteration 20F: 3 clusters Score -5189754 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -5189778.000000 Penalty: 3478.693115
	Iteration 21Q: 3 clusters Score -5189778 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5189809.000000 Penalty: 3478.693115
	Iteration 22Q: 3 clusters Score -5189809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -5189813.500000 Penalty: 3478.693115
	Iteration 23Q: 3 clusters Score -5189814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -5189839.500000 Penalty: 3478.693115
	Iteration 24Q: 3 clusters Score -5189840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5189851.000000 Penalty: 3478.693115
	Iteration 25Q: 3 clusters Score -5189851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42528 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -5189848.500000 Penalty: 3478.693115
	Iteration 26Q: 3 clusters Score -5189848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -5189856.000000 Penalty: 3478.693115
	Iteration 27Q: 3 clusters Score -5189856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5189869.500000 Penalty: 3478.693115
	Iteration 28Q: 3 clusters Score -5189870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5189878.500000 Penalty: 3478.693115
	Iteration 29Q: 3 clusters Score -5189878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5189875.500000 Penalty: 3478.693115
	Iteration 30Q: 3 clusters Score -5189876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5189874.500000 Penalty: 3478.693115
	Iteration 31Q: 3 clusters Score -5189874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -5189869.500000 Penalty: 3478.693115
	Iteration 32Q: 3 clusters Score -5189870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5189871.500000 Penalty: 3478.693115
	Iteration 33Q: 3 clusters Score -5189872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -5189868.000000 Penalty: 3478.693115
	Iteration 34Q: 3 clusters Score -5189868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5189870.000000 Penalty: 3478.693115
	Iteration 35Q: 3 clusters Score -5189870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42602 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -5189875.000000 Penalty: 3478.693115
	Iteration 36Q: 3 clusters Score -5189875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5189874.000000 Penalty: 3478.693115
	Iteration 37Q: 3 clusters Score -5189874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5189875.000000 Penalty: 3478.693115
	Iteration 38Q: 3 clusters Score -5189875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5189875.000000 Penalty: 3478.693115
	Iteration 39Q: 3 clusters Score -5189875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -5189878.000000 Penalty: 3478.693115
	Iteration 40F: 3 clusters Score -5189878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5189879.000000 Penalty: 3478.693115
	Iteration 41Q: 3 clusters Score -5189879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5189875.500000 Penalty: 3478.693115
	Iteration 42Q: 3 clusters Score -5189876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5189875.500000 Penalty: 3478.693115
	Iteration 43F: 3 clusters Score -5189876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Entering Unmasked Estep 
Score: -828101.437500 Penalty: 1451.699097
	Iteration 0F: 2 clusters Score -828101.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -822540.937500 Penalty: 2903.398193
	Iteration 0F: 3 clusters Score -822540.9 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -824371.250000 Penalty: 2903.398193
	Iteration 1F: 3 clusters Score -824371.2 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -824826.437500 Penalty: 2903.398193
	Iteration 2F: 3 clusters Score -824826.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -825245.437500 Penalty: 2903.398193
	Iteration 3F: 3 clusters Score -825245.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -825547.062500 Penalty: 2903.398193
	Iteration 4F: 3 clusters Score -825547.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -825797.750000 Penalty: 2903.398193
	Iteration 5F: 3 clusters Score -825797.8 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -826029.187500 Penalty: 2903.398193
	Iteration 6Q: 3 clusters Score -826029.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -826239.875000 Penalty: 2903.398193
	Iteration 7Q: 3 clusters Score -826239.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -826463.437500 Penalty: 2903.398193
	Iteration 8Q: 3 clusters Score -826463.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -826670.687500 Penalty: 2903.398193
	Iteration 9Q: 3 clusters Score -826670.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -826831.562500 Penalty: 2903.398193
	Iteration 10Q: 3 clusters Score -826831.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -826973.125000 Penalty: 2903.398193
	Iteration 11Q: 3 clusters Score -826973.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -827112.625000 Penalty: 2903.398193
	Iteration 12Q: 3 clusters Score -827112.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -827235.437500 Penalty: 2903.398193
	Iteration 13Q: 3 clusters Score -827235.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -827330.562500 Penalty: 2903.398193
	Iteration 14Q: 3 clusters Score -827330.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -827421.750000 Penalty: 2903.398193
	Iteration 15Q: 3 clusters Score -827421.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -827488.750000 Penalty: 2903.398193
	Iteration 16Q: 3 clusters Score -827488.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -827554.312500 Penalty: 2903.398193
	Iteration 17Q: 3 clusters Score -827554.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -827608.250000 Penalty: 2903.398193
	Iteration 18Q: 3 clusters Score -827608.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -827639.250000 Penalty: 2903.398193
	Iteration 19Q: 3 clusters Score -827639.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -827656.437500 Penalty: 2903.398193
	Iteration 20F: 3 clusters Score -827656.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -827666.562500 Penalty: 2903.398193
	Iteration 21Q: 3 clusters Score -827666.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -827674.250000 Penalty: 2903.398193
	Iteration 22Q: 3 clusters Score -827674.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -827678.187500 Penalty: 2903.398193
	Iteration 23Q: 3 clusters Score -827678.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -827682.187500 Penalty: 2903.398193
	Iteration 24Q: 3 clusters Score -827682.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -827687.125000 Penalty: 2903.398193
	Iteration 25Q: 3 clusters Score -827687.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -827688.062500 Penalty: 2903.398193
	Iteration 26Q: 3 clusters Score -827688.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -827690.687500 Penalty: 2903.398193
	Iteration 27Q: 3 clusters Score -827690.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -827691.125000 Penalty: 2903.398193
	Iteration 28Q: 3 clusters Score -827691.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -827689.187500 Penalty: 2903.398193
	Iteration 29Q: 3 clusters Score -827689.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -827691.000000 Penalty: 2903.398193
	Iteration 30Q: 3 clusters Score -827691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -827691.687500 Penalty: 2903.398193
	Iteration 31Q: 3 clusters Score -827691.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -827691.500000 Penalty: 2903.398193
	Iteration 32Q: 3 clusters Score -827691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -827692.187500 Penalty: 2903.398193
	Iteration 33Q: 3 clusters Score -827692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -827691.875000 Penalty: 2903.398193
	Iteration 34Q: 3 clusters Score -827691.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -827693.937500 Penalty: 2903.398193
	Iteration 35Q: 3 clusters Score -827693.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -827692.687500 Penalty: 2903.398193
	Iteration 36Q: 3 clusters Score -827692.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -827694.375000 Penalty: 2903.398193
	Iteration 37Q: 3 clusters Score -827694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -827695.250000 Penalty: 2903.398193
	Iteration 38Q: 3 clusters Score -827695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -827695.000000 Penalty: 2903.398193
	Iteration 39Q: 3 clusters Score -827695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -827695.000000 Penalty: 2903.398193
	Iteration 40F: 3 clusters Score -827695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -391020.968750 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -391021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -387939.906250 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -387939.9 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -388791.625000 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -388791.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -389031.218750 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -389031.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -389229.468750 Penalty: 2653.835449
	Iteration 3F: 3 clusters Score -389229.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -389452.531250 Penalty: 2653.835449
	Iteration 4F: 3 clusters Score -389452.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -389707.781250 Penalty: 2653.835449
	Iteration 5F: 3 clusters Score -389707.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -389925.781250 Penalty: 2653.835449
	Iteration 6F: 3 clusters Score -389925.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -390080.937500 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -390080.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -390178.281250 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -390178.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -390251.531250 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -390251.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -390311.062500 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -390311.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -390373.781250 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -390373.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -390420.593750 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -390420.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -390471.625000 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -390471.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -390541.718750 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -390541.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -390628.718750 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -390628.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -390748.343750 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -390748.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -390840.593750 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -390840.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -390910.343750 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -390910.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -390948.781250 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -390948.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -390965.625000 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -390965.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -390977.250000 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -390977.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -390986.687500 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -390986.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -390989.781250 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -390989.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -390992.093750 Penalty: 2653.835449
	Iteration 24Q: 3 clusters Score -390992.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -390994.406250 Penalty: 2653.835449
	Iteration 25Q: 3 clusters Score -390994.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -390995.937500 Penalty: 2653.835449
	Iteration 26Q: 3 clusters Score -390995.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -390997.468750 Penalty: 2653.835449
	Iteration 27Q: 3 clusters Score -390997.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -390999.062500 Penalty: 2653.835449
	Iteration 28Q: 3 clusters Score -390999.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -390999.468750 Penalty: 2653.835449
	Iteration 29Q: 3 clusters Score -390999.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -390999.468750 Penalty: 2653.835449
	Iteration 30F: 3 clusters Score -390999.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Entering Unmasked Estep 
Score: -2431214.250000 Penalty: 1618.040161
	Iteration 0F: 2 clusters Score -2431214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -2416755.250000 Penalty: 3236.080322
	Iteration 0F: 3 clusters Score -2416755 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -2422431.000000 Penalty: 3236.080322
	Iteration 1F: 3 clusters Score -2422431 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2423264.500000 Penalty: 3236.080322
	Iteration 2F: 3 clusters Score -2423264 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -2424132.500000 Penalty: 3236.080322
	Iteration 3F: 3 clusters Score -2424132 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -2424955.000000 Penalty: 3236.080322
	Iteration 4F: 3 clusters Score -2424955 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2425789.250000 Penalty: 3236.080322
	Iteration 5F: 3 clusters Score -2425789 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2426582.500000 Penalty: 3236.080322
	Iteration 6F: 3 clusters Score -2426582 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2427332.750000 Penalty: 3236.080322
	Iteration 7F: 3 clusters Score -2427333 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2427957.750000 Penalty: 3236.080322
	Iteration 8Q: 3 clusters Score -2427958 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2428476.500000 Penalty: 3236.080322
	Iteration 9Q: 3 clusters Score -2428476 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2428905.500000 Penalty: 3236.080322
	Iteration 10Q: 3 clusters Score -2428906 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2429242.000000 Penalty: 3236.080322
	Iteration 11Q: 3 clusters Score -2429242 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2429471.000000 Penalty: 3236.080322
	Iteration 12Q: 3 clusters Score -2429471 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2429611.750000 Penalty: 3236.080322
	Iteration 13Q: 3 clusters Score -2429612 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2429718.250000 Penalty: 3236.080322
	Iteration 14Q: 3 clusters Score -2429718 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2429770.250000 Penalty: 3236.080322
	Iteration 15Q: 3 clusters Score -2429770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2429810.250000 Penalty: 3236.080322
	Iteration 16Q: 3 clusters Score -2429810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2429837.000000 Penalty: 3236.080322
	Iteration 17Q: 3 clusters Score -2429837 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -2429851.000000 Penalty: 3236.080322
	Iteration 18Q: 3 clusters Score -2429851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -2429868.000000 Penalty: 3236.080322
	Iteration 19Q: 3 clusters Score -2429868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2429880.250000 Penalty: 3236.080322
	Iteration 20F: 3 clusters Score -2429880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2429895.000000 Penalty: 3236.080322
	Iteration 21Q: 3 clusters Score -2429895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2429900.250000 Penalty: 3236.080322
	Iteration 22Q: 3 clusters Score -2429900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2429909.500000 Penalty: 3236.080322
	Iteration 23Q: 3 clusters Score -2429910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2429914.250000 Penalty: 3236.080322
	Iteration 24Q: 3 clusters Score -2429914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2429919.750000 Penalty: 3236.080322
	Iteration 25Q: 3 clusters Score -2429920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2429922.000000 Penalty: 3236.080322
	Iteration 26Q: 3 clusters Score -2429922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2429925.250000 Penalty: 3236.080322
	Iteration 27Q: 3 clusters Score -2429925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2429926.250000 Penalty: 3236.080322
	Iteration 28Q: 3 clusters Score -2429926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2429927.000000 Penalty: 3236.080322
	Iteration 29Q: 3 clusters Score -2429927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2429930.750000 Penalty: 3236.080322
	Iteration 30Q: 3 clusters Score -2429931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2429929.500000 Penalty: 3236.080322
	Iteration 31Q: 3 clusters Score -2429930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2429928.750000 Penalty: 3236.080322
	Iteration 32Q: 3 clusters Score -2429929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2429932.250000 Penalty: 3236.080322
	Iteration 33Q: 3 clusters Score -2429932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2429936.750000 Penalty: 3236.080322
	Iteration 34Q: 3 clusters Score -2429937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2429936.750000 Penalty: 3236.080322
	Iteration 35Q: 3 clusters Score -2429937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2429938.500000 Penalty: 3236.080322
	Iteration 36Q: 3 clusters Score -2429938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2429942.750000 Penalty: 3236.080322
	Iteration 37Q: 3 clusters Score -2429943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2429942.750000 Penalty: 3236.080322
	Iteration 38F: 3 clusters Score -2429943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -99203.437500 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -99203.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -97871.148438 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -97871.15 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -98124.390625 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -98124.39 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -98209.125000 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -98209.12 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98271.656250 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -98271.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98311.726562 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -98311.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -98342.015625 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -98342.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98361.375000 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -98361.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -98368.671875 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -98368.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98369.195312 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -98369.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -98369.195312 Penalty: 2211.499756
	Iteration 9F: 3 clusters Score -98369.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -421876.218750 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -421876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -418742.343750 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -418742.3 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -419524.687500 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -419524.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -419669.250000 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -419669.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -419742.343750 Penalty: 2669.084717
	Iteration 3Q: 3 clusters Score -419742.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -419792.625000 Penalty: 2669.084717
	Iteration 4Q: 3 clusters Score -419792.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -419843.000000 Penalty: 2669.084717
	Iteration 5Q: 3 clusters Score -419843 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -419896.406250 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -419896.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -419929.625000 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -419929.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -419950.406250 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -419950.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -419966.437500 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -419966.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -419989.750000 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -419989.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -420013.281250 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -420013.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420034.687500 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -420034.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -420054.406250 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -420054.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -420073.906250 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -420073.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -420093.812500 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -420093.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -420111.687500 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -420111.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -420124.437500 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -420124.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -420141.968750 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -420142 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -420158.812500 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -420158.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -420178.625000 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -420178.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -420201.718750 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -420201.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -420224.500000 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -420224.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -420253.968750 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -420254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -420280.125000 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -420280.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -420302.531250 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -420302.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -420330.906250 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -420330.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -420355.687500 Penalty: 2669.084717
	Iteration 27Q: 3 clusters Score -420355.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -420382.156250 Penalty: 2669.084717
	Iteration 28Q: 3 clusters Score -420382.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -420407.593750 Penalty: 2669.084717
	Iteration 29Q: 3 clusters Score -420407.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -420431.531250 Penalty: 2669.084717
	Iteration 30Q: 3 clusters Score -420431.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -420453.375000 Penalty: 2669.084717
	Iteration 31Q: 3 clusters Score -420453.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -420470.500000 Penalty: 2669.084717
	Iteration 32Q: 3 clusters Score -420470.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -420493.906250 Penalty: 2669.084717
	Iteration 33Q: 3 clusters Score -420493.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -420517.968750 Penalty: 2669.084717
	Iteration 34Q: 3 clusters Score -420518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -420533.250000 Penalty: 2669.084717
	Iteration 35Q: 3 clusters Score -420533.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -420544.312500 Penalty: 2669.084717
	Iteration 36Q: 3 clusters Score -420544.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -420554.718750 Penalty: 2669.084717
	Iteration 37Q: 3 clusters Score -420554.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -420564.625000 Penalty: 2669.084717
	Iteration 38Q: 3 clusters Score -420564.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -420568.687500 Penalty: 2669.084717
	Iteration 39Q: 3 clusters Score -420568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -420572.843750 Penalty: 2669.084717
	Iteration 40F: 3 clusters Score -420572.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -420576.000000 Penalty: 2669.084717
	Iteration 41Q: 3 clusters Score -420576 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -420579.062500 Penalty: 2669.084717
	Iteration 42Q: 3 clusters Score -420579.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -420581.125000 Penalty: 2669.084717
	Iteration 43Q: 3 clusters Score -420581.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -420584.531250 Penalty: 2669.084717
	Iteration 44Q: 3 clusters Score -420584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -420585.843750 Penalty: 2669.084717
	Iteration 45Q: 3 clusters Score -420585.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -420589.156250 Penalty: 2669.084717
	Iteration 46Q: 3 clusters Score -420589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -420593.812500 Penalty: 2669.084717
	Iteration 47Q: 3 clusters Score -420593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -420595.593750 Penalty: 2669.084717
	Iteration 48Q: 3 clusters Score -420595.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -420597.687500 Penalty: 2669.084717
	Iteration 49Q: 3 clusters Score -420597.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -420599.812500 Penalty: 2669.084717
	Iteration 50Q: 3 clusters Score -420599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -420601.125000 Penalty: 2669.084717
	Iteration 51Q: 3 clusters Score -420601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -420602.468750 Penalty: 2669.084717
	Iteration 52Q: 3 clusters Score -420602.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -420603.656250 Penalty: 2669.084717
	Iteration 53Q: 3 clusters Score -420603.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -420603.906250 Penalty: 2669.084717
	Iteration 54Q: 3 clusters Score -420603.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -420603.718750 Penalty: 2669.084717
	Iteration 55Q: 3 clusters Score -420603.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -420603.718750 Penalty: 2669.084717
	Iteration 56F: 3 clusters Score -420603.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -185957.390625 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -185957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184047.203125 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -184047.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -184526.421875 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -184526.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -184707.750000 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -184707.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -184849.531250 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -184849.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -184956.437500 Penalty: 2416.517334
	Iteration 4F: 3 clusters Score -184956.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -185051.125000 Penalty: 2416.517334
	Iteration 5Q: 3 clusters Score -185051.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -185157.000000 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -185157 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -185229.296875 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -185229.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -185279.234375 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -185279.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -185328.500000 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -185328.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -185354.359375 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -185354.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -185367.125000 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -185367.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -185381.562500 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -185381.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -185388.421875 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -185388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -185403.031250 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -185403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -185420.593750 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -185420.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -185435.578125 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -185435.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -185444.078125 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -185444.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -185449.000000 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -185449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -185452.625000 Penalty: 2416.517334
	Iteration 19Q: 3 clusters Score -185452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -185456.812500 Penalty: 2416.517334
	Iteration 20F: 3 clusters Score -185456.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -185459.265625 Penalty: 2416.517334
	Iteration 21Q: 3 clusters Score -185459.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -185459.953125 Penalty: 2416.517334
	Iteration 22Q: 3 clusters Score -185460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -185459.953125 Penalty: 2416.517334
	Iteration 23F: 3 clusters Score -185460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -476776.062500 Penalty: 1356.483398
	Iteration 0F: 2 clusters Score -476776.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -473296.656250 Penalty: 2712.966797
	Iteration 0F: 3 clusters Score -473296.7 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -474241.968750 Penalty: 2712.966797
	Iteration 1F: 3 clusters Score -474242 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -474433.031250 Penalty: 2712.966797
	Iteration 2F: 3 clusters Score -474433 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -474572.812500 Penalty: 2712.966797
	Iteration 3F: 3 clusters Score -474572.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -474687.468750 Penalty: 2712.966797
	Iteration 4Q: 3 clusters Score -474687.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -474818.156250 Penalty: 2712.966797
	Iteration 5Q: 3 clusters Score -474818.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -474980.531250 Penalty: 2712.966797
	Iteration 6Q: 3 clusters Score -474980.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -475173.187500 Penalty: 2712.966797
	Iteration 7F: 3 clusters Score -475173.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -475448.875000 Penalty: 2712.966797
	Iteration 8F: 3 clusters Score -475448.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -475876.656250 Penalty: 2712.966797
	Iteration 9F: 3 clusters Score -475876.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -476430.250000 Penalty: 2712.966797
	Iteration 10F: 3 clusters Score -476430.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -476688.062500 Penalty: 2712.966797
	Iteration 11Q: 3 clusters Score -476688.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -476778.968750 Penalty: 2712.966797
	Iteration 12Q: 3 clusters Score -476779 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -476833.125000 Penalty: 2712.966797
	Iteration 13Q: 3 clusters Score -476833.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -476888.593750 Penalty: 2712.966797
	Iteration 14Q: 3 clusters Score -476888.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -476930.656250 Penalty: 2712.966797
	Iteration 15Q: 3 clusters Score -476930.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -476957.031250 Penalty: 2712.966797
	Iteration 16Q: 3 clusters Score -476957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -476983.562500 Penalty: 2712.966797
	Iteration 17Q: 3 clusters Score -476983.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -477015.000000 Penalty: 2712.966797
	Iteration 18Q: 3 clusters Score -477015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -477040.125000 Penalty: 2712.966797
	Iteration 19Q: 3 clusters Score -477040.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -477055.937500 Penalty: 2712.966797
	Iteration 20F: 3 clusters Score -477055.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -477063.500000 Penalty: 2712.966797
	Iteration 21Q: 3 clusters Score -477063.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -477070.437500 Penalty: 2712.966797
	Iteration 22Q: 3 clusters Score -477070.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -477074.781250 Penalty: 2712.966797
	Iteration 23Q: 3 clusters Score -477074.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -477079.687500 Penalty: 2712.966797
	Iteration 24Q: 3 clusters Score -477079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -477080.656250 Penalty: 2712.966797
	Iteration 25Q: 3 clusters Score -477080.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -477081.343750 Penalty: 2712.966797
	Iteration 26Q: 3 clusters Score -477081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -477081.343750 Penalty: 2712.966797
	Iteration 27F: 3 clusters Score -477081.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Mstep: Class 40 contains 87760 members 
Mstep: Class 41 contains 1465 members 
Entering Unmasked Estep 
Score: -40135216.000000 Penalty: 85269.406250
Splitting cluster 31 changes total score from -40122820.000000 to -40135216.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 32 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -144115.953125 Penalty: 1167.255615
	Iteration 0F: 2 clusters Score -144116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -142498.718750 Penalty: 2334.511230
	Iteration 0F: 3 clusters Score -142498.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -142791.781250 Penalty: 2334.511230
	Iteration 1F: 3 clusters Score -142791.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -142912.062500 Penalty: 2334.511230
	Iteration 2F: 3 clusters Score -142912.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -143031.734375 Penalty: 2334.511230
	Iteration 3F: 3 clusters Score -143031.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -143123.421875 Penalty: 2334.511230
	Iteration 4F: 3 clusters Score -143123.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -143215.406250 Penalty: 2334.511230
	Iteration 5F: 3 clusters Score -143215.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -143312.937500 Penalty: 2334.511230
	Iteration 6Q: 3 clusters Score -143312.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -143386.609375 Penalty: 2334.511230
	Iteration 7Q: 3 clusters Score -143386.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -143445.640625 Penalty: 2334.511230
	Iteration 8Q: 3 clusters Score -143445.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -143472.078125 Penalty: 2334.511230
	Iteration 9Q: 3 clusters Score -143472.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -143484.125000 Penalty: 2334.511230
	Iteration 10Q: 3 clusters Score -143484.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143498.359375 Penalty: 2334.511230
	Iteration 11Q: 3 clusters Score -143498.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -143510.093750 Penalty: 2334.511230
	Iteration 12Q: 3 clusters Score -143510.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -143514.734375 Penalty: 2334.511230
	Iteration 13Q: 3 clusters Score -143514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -143520.312500 Penalty: 2334.511230
	Iteration 14Q: 3 clusters Score -143520.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -143522.343750 Penalty: 2334.511230
	Iteration 15Q: 3 clusters Score -143522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -143523.640625 Penalty: 2334.511230
	Iteration 16Q: 3 clusters Score -143523.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -143525.296875 Penalty: 2334.511230
	Iteration 17Q: 3 clusters Score -143525.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -143527.296875 Penalty: 2334.511230
	Iteration 18Q: 3 clusters Score -143527.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -143529.062500 Penalty: 2334.511230
	Iteration 19Q: 3 clusters Score -143529.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -143529.062500 Penalty: 2334.511230
	Iteration 20F: 3 clusters Score -143529.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Entering Unmasked Estep 
Score: -1058206.000000 Penalty: 1482.192017
	Iteration 0F: 2 clusters Score -1058206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1051560.625000 Penalty: 2964.384033
	Iteration 0F: 3 clusters Score -1051561 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1053760.625000 Penalty: 2964.384033
	Iteration 1F: 3 clusters Score -1053761 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1053995.125000 Penalty: 2964.384033
	Iteration 2F: 3 clusters Score -1053995 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1054197.250000 Penalty: 2964.384033
	Iteration 3F: 3 clusters Score -1054197 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1054383.875000 Penalty: 2964.384033
	Iteration 4Q: 3 clusters Score -1054384 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1054564.875000 Penalty: 2964.384033
	Iteration 5Q: 3 clusters Score -1054565 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1054806.000000 Penalty: 2964.384033
	Iteration 6Q: 3 clusters Score -1054806 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1055124.750000 Penalty: 2964.384033
	Iteration 7F: 3 clusters Score -1055125 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1055500.250000 Penalty: 2964.384033
	Iteration 8F: 3 clusters Score -1055500 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1055931.875000 Penalty: 2964.384033
	Iteration 9F: 3 clusters Score -1055932 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1056301.875000 Penalty: 2964.384033
	Iteration 10Q: 3 clusters Score -1056302 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1056588.000000 Penalty: 2964.384033
	Iteration 11Q: 3 clusters Score -1056588 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1056751.125000 Penalty: 2964.384033
	Iteration 12Q: 3 clusters Score -1056751 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1056842.750000 Penalty: 2964.384033
	Iteration 13Q: 3 clusters Score -1056843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1056893.375000 Penalty: 2964.384033
	Iteration 14Q: 3 clusters Score -1056893 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1056931.250000 Penalty: 2964.384033
	Iteration 15Q: 3 clusters Score -1056931 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1056959.625000 Penalty: 2964.384033
	Iteration 16Q: 3 clusters Score -1056960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1056986.375000 Penalty: 2964.384033
	Iteration 17Q: 3 clusters Score -1056986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1056996.000000 Penalty: 2964.384033
	Iteration 18Q: 3 clusters Score -1056996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1057000.250000 Penalty: 2964.384033
	Iteration 19Q: 3 clusters Score -1057000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1057008.375000 Penalty: 2964.384033
	Iteration 20F: 3 clusters Score -1057008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -1057011.125000 Penalty: 2964.384033
	Iteration 21Q: 3 clusters Score -1057011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1057013.750000 Penalty: 2964.384033
	Iteration 22Q: 3 clusters Score -1057014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1057016.125000 Penalty: 2964.384033
	Iteration 23Q: 3 clusters Score -1057016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1057016.250000 Penalty: 2964.384033
	Iteration 24Q: 3 clusters Score -1057016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1057016.250000 Penalty: 2964.384033
	Iteration 25F: 3 clusters Score -1057016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Entering Unmasked Estep 
Score: -428204.687500 Penalty: 1357.634521
	Iteration 0F: 2 clusters Score -428204.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -424703.218750 Penalty: 2715.269043
	Iteration 0F: 3 clusters Score -424703.2 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -425769.343750 Penalty: 2715.269043
	Iteration 1F: 3 clusters Score -425769.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -426133.406250 Penalty: 2715.269043
	Iteration 2F: 3 clusters Score -426133.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -426482.375000 Penalty: 2715.269043
	Iteration 3F: 3 clusters Score -426482.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -426759.093750 Penalty: 2715.269043
	Iteration 4F: 3 clusters Score -426759.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -426957.875000 Penalty: 2715.269043
	Iteration 5F: 3 clusters Score -426957.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -427070.781250 Penalty: 2715.269043
	Iteration 6Q: 3 clusters Score -427070.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -427163.687500 Penalty: 2715.269043
	Iteration 7Q: 3 clusters Score -427163.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -427230.156250 Penalty: 2715.269043
	Iteration 8Q: 3 clusters Score -427230.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -427284.593750 Penalty: 2715.269043
	Iteration 9Q: 3 clusters Score -427284.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -427337.343750 Penalty: 2715.269043
	Iteration 10Q: 3 clusters Score -427337.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -427398.437500 Penalty: 2715.269043
	Iteration 11Q: 3 clusters Score -427398.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -427457.437500 Penalty: 2715.269043
	Iteration 12Q: 3 clusters Score -427457.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -427514.125000 Penalty: 2715.269043
	Iteration 13Q: 3 clusters Score -427514.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -427563.062500 Penalty: 2715.269043
	Iteration 14Q: 3 clusters Score -427563.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -427610.031250 Penalty: 2715.269043
	Iteration 15Q: 3 clusters Score -427610 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -427660.187500 Penalty: 2715.269043
	Iteration 16Q: 3 clusters Score -427660.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -427714.218750 Penalty: 2715.269043
	Iteration 17Q: 3 clusters Score -427714.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -427777.843750 Penalty: 2715.269043
	Iteration 18Q: 3 clusters Score -427777.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -427838.968750 Penalty: 2715.269043
	Iteration 19Q: 3 clusters Score -427839 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -427886.843750 Penalty: 2715.269043
	Iteration 20F: 3 clusters Score -427886.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -427926.937500 Penalty: 2715.269043
	Iteration 21Q: 3 clusters Score -427926.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -427948.312500 Penalty: 2715.269043
	Iteration 22Q: 3 clusters Score -427948.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -427965.531250 Penalty: 2715.269043
	Iteration 23Q: 3 clusters Score -427965.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -427969.937500 Penalty: 2715.269043
	Iteration 24Q: 3 clusters Score -427969.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -427971.625000 Penalty: 2715.269043
	Iteration 25Q: 3 clusters Score -427971.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -427973.062500 Penalty: 2715.269043
	Iteration 26Q: 3 clusters Score -427973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -427973.625000 Penalty: 2715.269043
	Iteration 27Q: 3 clusters Score -427973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -427974.343750 Penalty: 2715.269043
	Iteration 28Q: 3 clusters Score -427974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -427975.281250 Penalty: 2715.269043
	Iteration 29Q: 3 clusters Score -427975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -427975.125000 Penalty: 2715.269043
	Iteration 30Q: 3 clusters Score -427975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -427975.125000 Penalty: 2715.269043
	Iteration 31F: 3 clusters Score -427975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Entering Unmasked Estep 
Score: -1189952.250000 Penalty: 1500.232422
	Iteration 0F: 2 clusters Score -1189952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1182581.750000 Penalty: 3000.464844
	Iteration 0F: 3 clusters Score -1182582 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1184981.750000 Penalty: 3000.464844
	Iteration 1F: 3 clusters Score -1184982 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1185242.875000 Penalty: 3000.464844
	Iteration 2F: 3 clusters Score -1185243 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1185427.500000 Penalty: 3000.464844
	Iteration 3Q: 3 clusters Score -1185428 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1185609.875000 Penalty: 3000.464844
	Iteration 4Q: 3 clusters Score -1185610 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1185820.625000 Penalty: 3000.464844
	Iteration 5Q: 3 clusters Score -1185821 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1186064.500000 Penalty: 3000.464844
	Iteration 6Q: 3 clusters Score -1186064 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1186363.375000 Penalty: 3000.464844
	Iteration 7Q: 3 clusters Score -1186363 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1186690.625000 Penalty: 3000.464844
	Iteration 8F: 3 clusters Score -1186691 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1186985.625000 Penalty: 3000.464844
	Iteration 9Q: 3 clusters Score -1186986 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1187320.500000 Penalty: 3000.464844
	Iteration 10Q: 3 clusters Score -1187320 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1187634.000000 Penalty: 3000.464844
	Iteration 11Q: 3 clusters Score -1187634 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1187940.750000 Penalty: 3000.464844
	Iteration 12Q: 3 clusters Score -1187941 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1188208.375000 Penalty: 3000.464844
	Iteration 13Q: 3 clusters Score -1188208 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -1188393.500000 Penalty: 3000.464844
	Iteration 14Q: 3 clusters Score -1188394 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1188502.250000 Penalty: 3000.464844
	Iteration 15Q: 3 clusters Score -1188502 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1188575.750000 Penalty: 3000.464844
	Iteration 16Q: 3 clusters Score -1188576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1188612.500000 Penalty: 3000.464844
	Iteration 17Q: 3 clusters Score -1188612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1188635.000000 Penalty: 3000.464844
	Iteration 18Q: 3 clusters Score -1188635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1188647.750000 Penalty: 3000.464844
	Iteration 19Q: 3 clusters Score -1188648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1188651.625000 Penalty: 3000.464844
	Iteration 20F: 3 clusters Score -1188652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1188654.375000 Penalty: 3000.464844
	Iteration 21Q: 3 clusters Score -1188654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1188658.000000 Penalty: 3000.464844
	Iteration 22Q: 3 clusters Score -1188658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1188660.250000 Penalty: 3000.464844
	Iteration 23Q: 3 clusters Score -1188660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1188662.875000 Penalty: 3000.464844
	Iteration 24Q: 3 clusters Score -1188663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1188665.625000 Penalty: 3000.464844
	Iteration 25Q: 3 clusters Score -1188666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1188671.875000 Penalty: 3000.464844
	Iteration 26Q: 3 clusters Score -1188672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1188676.000000 Penalty: 3000.464844
	Iteration 27Q: 3 clusters Score -1188676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1188679.250000 Penalty: 3000.464844
	Iteration 28Q: 3 clusters Score -1188679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1188683.375000 Penalty: 3000.464844
	Iteration 29Q: 3 clusters Score -1188683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1188683.375000 Penalty: 3000.464844
	Iteration 30F: 3 clusters Score -1188683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Entering Unmasked Estep 
Score: -1261291.375000 Penalty: 1512.743286
	Iteration 0F: 2 clusters Score -1261291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1253422.375000 Penalty: 3025.486572
	Iteration 0F: 3 clusters Score -1253422 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1256171.500000 Penalty: 3025.486572
	Iteration 1F: 3 clusters Score -1256172 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1256538.375000 Penalty: 3025.486572
	Iteration 2F: 3 clusters Score -1256538 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1256913.750000 Penalty: 3025.486572
	Iteration 3F: 3 clusters Score -1256914 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1257329.750000 Penalty: 3025.486572
	Iteration 4F: 3 clusters Score -1257330 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1257810.500000 Penalty: 3025.486572
	Iteration 5F: 3 clusters Score -1257810 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1258261.625000 Penalty: 3025.486572
	Iteration 6F: 3 clusters Score -1258262 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -1258661.000000 Penalty: 3025.486572
	Iteration 7Q: 3 clusters Score -1258661 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1259057.750000 Penalty: 3025.486572
	Iteration 8Q: 3 clusters Score -1259058 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1259424.625000 Penalty: 3025.486572
	Iteration 9Q: 3 clusters Score -1259425 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1259781.500000 Penalty: 3025.486572
	Iteration 10Q: 3 clusters Score -1259782 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1260067.750000 Penalty: 3025.486572
	Iteration 11Q: 3 clusters Score -1260068 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1260268.500000 Penalty: 3025.486572
	Iteration 12Q: 3 clusters Score -1260268 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1260380.875000 Penalty: 3025.486572
	Iteration 13Q: 3 clusters Score -1260381 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1260457.000000 Penalty: 3025.486572
	Iteration 14Q: 3 clusters Score -1260457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1260529.625000 Penalty: 3025.486572
	Iteration 15Q: 3 clusters Score -1260530 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1260597.375000 Penalty: 3025.486572
	Iteration 16Q: 3 clusters Score -1260597 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1260673.250000 Penalty: 3025.486572
	Iteration 17Q: 3 clusters Score -1260673 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -1260746.250000 Penalty: 3025.486572
	Iteration 18Q: 3 clusters Score -1260746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1260826.625000 Penalty: 3025.486572
	Iteration 19Q: 3 clusters Score -1260827 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1260897.250000 Penalty: 3025.486572
	Iteration 20F: 3 clusters Score -1260897 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1260975.000000 Penalty: 3025.486572
	Iteration 21Q: 3 clusters Score -1260975 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1261036.500000 Penalty: 3025.486572
	Iteration 22Q: 3 clusters Score -1261036 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1261095.625000 Penalty: 3025.486572
	Iteration 23Q: 3 clusters Score -1261096 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1261136.750000 Penalty: 3025.486572
	Iteration 24Q: 3 clusters Score -1261137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1261154.875000 Penalty: 3025.486572
	Iteration 25Q: 3 clusters Score -1261155 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1261174.125000 Penalty: 3025.486572
	Iteration 26Q: 3 clusters Score -1261174 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1261182.500000 Penalty: 3025.486572
	Iteration 27Q: 3 clusters Score -1261182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1261186.500000 Penalty: 3025.486572
	Iteration 28Q: 3 clusters Score -1261186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -1261191.000000 Penalty: 3025.486572
	Iteration 29Q: 3 clusters Score -1261191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1261192.000000 Penalty: 3025.486572
	Iteration 30Q: 3 clusters Score -1261192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1261196.625000 Penalty: 3025.486572
	Iteration 31Q: 3 clusters Score -1261197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1261199.125000 Penalty: 3025.486572
	Iteration 32Q: 3 clusters Score -1261199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1261205.000000 Penalty: 3025.486572
	Iteration 33Q: 3 clusters Score -1261205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1261203.875000 Penalty: 3025.486572
	Iteration 34Q: 3 clusters Score -1261204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1261204.125000 Penalty: 3025.486572
	Iteration 35Q: 3 clusters Score -1261204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1261207.625000 Penalty: 3025.486572
	Iteration 36Q: 3 clusters Score -1261208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1261207.000000 Penalty: 3025.486572
	Iteration 37Q: 3 clusters Score -1261207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1261207.375000 Penalty: 3025.486572
	Iteration 38Q: 3 clusters Score -1261207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1261210.250000 Penalty: 3025.486572
	Iteration 39Q: 3 clusters Score -1261210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1261209.125000 Penalty: 3025.486572
	Iteration 40F: 3 clusters Score -1261209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1261207.375000 Penalty: 3025.486572
	Iteration 41Q: 3 clusters Score -1261207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1261211.500000 Penalty: 3025.486572
	Iteration 42Q: 3 clusters Score -1261212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1261211.500000 Penalty: 3025.486572
	Iteration 43Q: 3 clusters Score -1261212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1261211.500000 Penalty: 3025.486572
	Iteration 44F: 3 clusters Score -1261212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Entering Unmasked Estep 
Score: -339272.187500 Penalty: 1301.143066
	Iteration 0F: 2 clusters Score -339272.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -336543.187500 Penalty: 2602.286133
	Iteration 0F: 3 clusters Score -336543.2 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -337209.531250 Penalty: 2602.286133
	Iteration 1F: 3 clusters Score -337209.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -337375.187500 Penalty: 2602.286133
	Iteration 2F: 3 clusters Score -337375.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -337476.750000 Penalty: 2602.286133
	Iteration 3F: 3 clusters Score -337476.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -337567.531250 Penalty: 2602.286133
	Iteration 4Q: 3 clusters Score -337567.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -337657.968750 Penalty: 2602.286133
	Iteration 5Q: 3 clusters Score -337658 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -337742.531250 Penalty: 2602.286133
	Iteration 6Q: 3 clusters Score -337742.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -337802.531250 Penalty: 2602.286133
	Iteration 7Q: 3 clusters Score -337802.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -337849.406250 Penalty: 2602.286133
	Iteration 8Q: 3 clusters Score -337849.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -337882.593750 Penalty: 2602.286133
	Iteration 9Q: 3 clusters Score -337882.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -337907.593750 Penalty: 2602.286133
	Iteration 10Q: 3 clusters Score -337907.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -337931.500000 Penalty: 2602.286133
	Iteration 11Q: 3 clusters Score -337931.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -337952.375000 Penalty: 2602.286133
	Iteration 12Q: 3 clusters Score -337952.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -337967.343750 Penalty: 2602.286133
	Iteration 13Q: 3 clusters Score -337967.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -337980.437500 Penalty: 2602.286133
	Iteration 14Q: 3 clusters Score -337980.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -337988.750000 Penalty: 2602.286133
	Iteration 15Q: 3 clusters Score -337988.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -337997.437500 Penalty: 2602.286133
	Iteration 16Q: 3 clusters Score -337997.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -338003.187500 Penalty: 2602.286133
	Iteration 17Q: 3 clusters Score -338003.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -338013.031250 Penalty: 2602.286133
	Iteration 18Q: 3 clusters Score -338013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -338022.250000 Penalty: 2602.286133
	Iteration 19Q: 3 clusters Score -338022.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -338028.406250 Penalty: 2602.286133
	Iteration 20F: 3 clusters Score -338028.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -338035.343750 Penalty: 2602.286133
	Iteration 21Q: 3 clusters Score -338035.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -338043.968750 Penalty: 2602.286133
	Iteration 22Q: 3 clusters Score -338044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -338050.625000 Penalty: 2602.286133
	Iteration 23Q: 3 clusters Score -338050.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -338057.500000 Penalty: 2602.286133
	Iteration 24Q: 3 clusters Score -338057.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -338062.125000 Penalty: 2602.286133
	Iteration 25Q: 3 clusters Score -338062.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -338066.593750 Penalty: 2602.286133
	Iteration 26Q: 3 clusters Score -338066.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -338072.718750 Penalty: 2602.286133
	Iteration 27Q: 3 clusters Score -338072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -338077.250000 Penalty: 2602.286133
	Iteration 28Q: 3 clusters Score -338077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -338081.000000 Penalty: 2602.286133
	Iteration 29Q: 3 clusters Score -338081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -338089.031250 Penalty: 2602.286133
	Iteration 30Q: 3 clusters Score -338089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -338094.781250 Penalty: 2602.286133
	Iteration 31Q: 3 clusters Score -338094.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -338099.250000 Penalty: 2602.286133
	Iteration 32Q: 3 clusters Score -338099.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -338104.968750 Penalty: 2602.286133
	Iteration 33Q: 3 clusters Score -338105 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -338117.062500 Penalty: 2602.286133
	Iteration 34Q: 3 clusters Score -338117.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -338133.312500 Penalty: 2602.286133
	Iteration 35Q: 3 clusters Score -338133.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -338154.468750 Penalty: 2602.286133
	Iteration 36Q: 3 clusters Score -338154.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -338177.812500 Penalty: 2602.286133
	Iteration 37Q: 3 clusters Score -338177.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -338212.375000 Penalty: 2602.286133
	Iteration 38Q: 3 clusters Score -338212.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -338265.625000 Penalty: 2602.286133
	Iteration 39Q: 3 clusters Score -338265.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -338323.687500 Penalty: 2602.286133
	Iteration 40F: 3 clusters Score -338323.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -338378.625000 Penalty: 2602.286133
	Iteration 41Q: 3 clusters Score -338378.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -338444.843750 Penalty: 2602.286133
	Iteration 42Q: 3 clusters Score -338444.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -338505.531250 Penalty: 2602.286133
	Iteration 43Q: 3 clusters Score -338505.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -338563.906250 Penalty: 2602.286133
	Iteration 44Q: 3 clusters Score -338563.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -338658.906250 Penalty: 2602.286133
	Iteration 45Q: 3 clusters Score -338658.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -338792.125000 Penalty: 2602.286133
	Iteration 46Q: 3 clusters Score -338792.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -338926.781250 Penalty: 2602.286133
	Iteration 47Q: 3 clusters Score -338926.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -339010.968750 Penalty: 2602.286133
	Iteration 48Q: 3 clusters Score -339011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -339043.531250 Penalty: 2602.286133
	Iteration 49Q: 3 clusters Score -339043.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -339053.531250 Penalty: 2602.286133
	Iteration 50Q: 3 clusters Score -339053.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -339054.437500 Penalty: 2602.286133
	Iteration 51Q: 3 clusters Score -339054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -339055.718750 Penalty: 2602.286133
	Iteration 52Q: 3 clusters Score -339055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -339056.437500 Penalty: 2602.286133
	Iteration 53Q: 3 clusters Score -339056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -339056.437500 Penalty: 2602.286133
	Iteration 54F: 3 clusters Score -339056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -142942.937500 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -142942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -141291.453125 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -141291.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -141608.937500 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -141608.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -141688.921875 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -141688.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -141737.250000 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -141737.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -141783.921875 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -141783.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -141814.468750 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -141814.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -141835.156250 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -141835.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141844.921875 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -141844.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -141851.265625 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -141851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -141854.093750 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -141854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -141854.984375 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -141855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141855.750000 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -141855.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -141855.750000 Penalty: 2315.717041
	Iteration 12F: 3 clusters Score -141855.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -64624.277344 Penalty: 1038.414062
	Iteration 0F: 2 clusters Score -64624.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -63504.628906 Penalty: 2076.828125
	Iteration 0F: 3 clusters Score -63504.63 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -63696.863281 Penalty: 2076.828125
	Iteration 1F: 3 clusters Score -63696.86 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63769.648438 Penalty: 2076.828125
	Iteration 2F: 3 clusters Score -63769.65 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -63831.828125 Penalty: 2076.828125
	Iteration 3F: 3 clusters Score -63831.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63871.625000 Penalty: 2076.828125
	Iteration 4Q: 3 clusters Score -63871.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63889.902344 Penalty: 2076.828125
	Iteration 5Q: 3 clusters Score -63889.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -63914.523438 Penalty: 2076.828125
	Iteration 6Q: 3 clusters Score -63914.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -63938.464844 Penalty: 2076.828125
	Iteration 7Q: 3 clusters Score -63938.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -63969.140625 Penalty: 2076.828125
	Iteration 8Q: 3 clusters Score -63969.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -64016.257812 Penalty: 2076.828125
	Iteration 9Q: 3 clusters Score -64016.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -64063.968750 Penalty: 2076.828125
	Iteration 10Q: 3 clusters Score -64063.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -64084.816406 Penalty: 2076.828125
	Iteration 11Q: 3 clusters Score -64084.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -64093.781250 Penalty: 2076.828125
	Iteration 12Q: 3 clusters Score -64093.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -64096.148438 Penalty: 2076.828125
	Iteration 13Q: 3 clusters Score -64096.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64096.667969 Penalty: 2076.828125
	Iteration 14Q: 3 clusters Score -64096.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -64096.667969 Penalty: 2076.828125
	Iteration 15F: 3 clusters Score -64096.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6086 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2241 members 
Mstep: Class 6 contains 6411 members 
Mstep: Class 7 contains 16079 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2218 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10212 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28724 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8335 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5896 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7582 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2755 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4250 members 
Mstep: Class 35 contains 10221 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135400.000000 Penalty: 85269.406250
Iteration 115F: 42 clusters Score -4.01354e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6087 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6406 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2224 members 
Mstep: Class 12 contains 5425 members 
Mstep: Class 13 contains 10207 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28742 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8334 members 
Mstep: Class 20 contains 18751 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7578 members 
Mstep: Class 26 contains 3522 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2744 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4223 members 
Mstep: Class 35 contains 10227 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 596 members 
Mstep: Class 40 contains 87745 members 
Mstep: Class 41 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135432.000000 Penalty: 85269.406250
Iteration 116Q: 42 clusters Score -4.013543e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6404 members 
Mstep: Class 7 contains 16082 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2226 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 10202 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28757 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8329 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5894 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44519 members 
Mstep: Class 25 contains 7580 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4221 members 
Mstep: Class 35 contains 10228 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 595 members 
Mstep: Class 40 contains 87740 members 
Mstep: Class 41 contains 1507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135548.000000 Penalty: 85269.406250
Iteration 117Q: 42 clusters Score -4.013555e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7871 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6401 members 
Mstep: Class 7 contains 16084 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5379 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2230 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 10201 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28765 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8330 members 
Mstep: Class 20 contains 18737 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44518 members 
Mstep: Class 25 contains 7579 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 1314 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4224 members 
Mstep: Class 35 contains 10230 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87731 members 
Mstep: Class 41 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135560.000000 Penalty: 85269.406250
Iteration 118Q: 42 clusters Score -4.013556e+07 nChanged 40
Entering ConstructFrom: 
Score: -40135560.000000 Penalty: 85269.406250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -56912.910156 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -56912.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -55873.613281 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -55873.61 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -56268.386719 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -56268.39 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56562.421875 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -56562.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -56687.539062 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -56687.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -56796.628906 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -56796.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -56927.867188 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -56927.87 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -57038.812500 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -57038.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -57110.324219 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -57110.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57187.070312 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -57187.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -57300.910156 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -57300.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -57397.804688 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -57397.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -57438.535156 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -57438.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57467.363281 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -57467.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57485.687500 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -57485.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -57506.792969 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -57506.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57526.195312 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -57526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57538.339844 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -57538.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -57540.480469 Penalty: 2100.991211
	Iteration 17F: 3 clusters Score -57540.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -57558.851562 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -57558.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -57562.625000 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -57562.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -57567.488281 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -57567.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57574.277344 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -57574.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -57574.277344 Penalty: 2100.991211
	Iteration 22F: 3 clusters Score -57574.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 16085 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7577 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4221 members 
Mstep: Class 35 contains 10230 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87732 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 402 members 
Entering Unmasked Estep 
Score: -40135152.000000 Penalty: 87349.148438
Splitting cluster 1 changes total score from -40135560.000000 to -40135152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Entering Unmasked Estep 
Score: -878773.875000 Penalty: 1457.736450
	Iteration 0F: 2 clusters Score -878773.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -873105.687500 Penalty: 2915.472900
	Iteration 0F: 3 clusters Score -873105.7 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -875473.312500 Penalty: 2915.472900
	Iteration 1F: 3 clusters Score -875473.3 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -876283.500000 Penalty: 2915.472900
	Iteration 2F: 3 clusters Score -876283.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -876978.000000 Penalty: 2915.472900
	Iteration 3F: 3 clusters Score -876978 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -877400.750000 Penalty: 2915.472900
	Iteration 4F: 3 clusters Score -877400.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -877638.312500 Penalty: 2915.472900
	Iteration 5Q: 3 clusters Score -877638.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -877795.937500 Penalty: 2915.472900
	Iteration 6Q: 3 clusters Score -877795.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -877922.062500 Penalty: 2915.472900
	Iteration 7Q: 3 clusters Score -877922.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -878015.562500 Penalty: 2915.472900
	Iteration 8Q: 3 clusters Score -878015.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -878083.437500 Penalty: 2915.472900
	Iteration 9Q: 3 clusters Score -878083.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -878158.625000 Penalty: 2915.472900
	Iteration 10Q: 3 clusters Score -878158.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -878237.000000 Penalty: 2915.472900
	Iteration 11Q: 3 clusters Score -878237 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -878309.312500 Penalty: 2915.472900
	Iteration 12Q: 3 clusters Score -878309.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -878383.687500 Penalty: 2915.472900
	Iteration 13Q: 3 clusters Score -878383.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -878445.750000 Penalty: 2915.472900
	Iteration 14Q: 3 clusters Score -878445.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -878483.687500 Penalty: 2915.472900
	Iteration 15Q: 3 clusters Score -878483.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -878503.875000 Penalty: 2915.472900
	Iteration 16Q: 3 clusters Score -878503.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -878513.125000 Penalty: 2915.472900
	Iteration 17Q: 3 clusters Score -878513.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -878518.687500 Penalty: 2915.472900
	Iteration 18Q: 3 clusters Score -878518.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -878528.625000 Penalty: 2915.472900
	Iteration 19Q: 3 clusters Score -878528.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -878531.375000 Penalty: 2915.472900
	Iteration 20F: 3 clusters Score -878531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -878537.062500 Penalty: 2915.472900
	Iteration 21Q: 3 clusters Score -878537.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -878541.000000 Penalty: 2915.472900
	Iteration 22Q: 3 clusters Score -878541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -878543.687500 Penalty: 2915.472900
	Iteration 23Q: 3 clusters Score -878543.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -878545.312500 Penalty: 2915.472900
	Iteration 24Q: 3 clusters Score -878545.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -878545.375000 Penalty: 2915.472900
	Iteration 25Q: 3 clusters Score -878545.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -878547.375000 Penalty: 2915.472900
	Iteration 26Q: 3 clusters Score -878547.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -878547.312500 Penalty: 2915.472900
	Iteration 27Q: 3 clusters Score -878547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -878548.375000 Penalty: 2915.472900
	Iteration 28Q: 3 clusters Score -878548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -878549.187500 Penalty: 2915.472900
	Iteration 29Q: 3 clusters Score -878549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -878547.500000 Penalty: 2915.472900
	Iteration 30Q: 3 clusters Score -878547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -878547.500000 Penalty: 2915.472900
	Iteration 31F: 3 clusters Score -878547.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Entering Unmasked Estep 
Score: -716491.687500 Penalty: 1416.037231
	Iteration 0F: 2 clusters Score -716491.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -711813.875000 Penalty: 2832.074463
	Iteration 0F: 3 clusters Score -711813.9 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -713156.687500 Penalty: 2832.074463
	Iteration 1F: 3 clusters Score -713156.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -713340.375000 Penalty: 2832.074463
	Iteration 2F: 3 clusters Score -713340.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -713489.812500 Penalty: 2832.074463
	Iteration 3F: 3 clusters Score -713489.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -713621.750000 Penalty: 2832.074463
	Iteration 4Q: 3 clusters Score -713621.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -713730.812500 Penalty: 2832.074463
	Iteration 5Q: 3 clusters Score -713730.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -713825.375000 Penalty: 2832.074463
	Iteration 6Q: 3 clusters Score -713825.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -713933.187500 Penalty: 2832.074463
	Iteration 7Q: 3 clusters Score -713933.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -714065.687500 Penalty: 2832.074463
	Iteration 8Q: 3 clusters Score -714065.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -714219.187500 Penalty: 2832.074463
	Iteration 9Q: 3 clusters Score -714219.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -714396.250000 Penalty: 2832.074463
	Iteration 10Q: 3 clusters Score -714396.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -714552.375000 Penalty: 2832.074463
	Iteration 11Q: 3 clusters Score -714552.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -714703.375000 Penalty: 2832.074463
	Iteration 12Q: 3 clusters Score -714703.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -714841.125000 Penalty: 2832.074463
	Iteration 13Q: 3 clusters Score -714841.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -714957.125000 Penalty: 2832.074463
	Iteration 14Q: 3 clusters Score -714957.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -715066.562500 Penalty: 2832.074463
	Iteration 15Q: 3 clusters Score -715066.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -715154.500000 Penalty: 2832.074463
	Iteration 16Q: 3 clusters Score -715154.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -715212.062500 Penalty: 2832.074463
	Iteration 17Q: 3 clusters Score -715212.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -715259.312500 Penalty: 2832.074463
	Iteration 18Q: 3 clusters Score -715259.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -715299.000000 Penalty: 2832.074463
	Iteration 19Q: 3 clusters Score -715299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -715339.937500 Penalty: 2832.074463
	Iteration 20F: 3 clusters Score -715339.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -715356.437500 Penalty: 2832.074463
	Iteration 21Q: 3 clusters Score -715356.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -715363.062500 Penalty: 2832.074463
	Iteration 22Q: 3 clusters Score -715363.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -715369.750000 Penalty: 2832.074463
	Iteration 23Q: 3 clusters Score -715369.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -715378.125000 Penalty: 2832.074463
	Iteration 24Q: 3 clusters Score -715378.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -715385.312500 Penalty: 2832.074463
	Iteration 25Q: 3 clusters Score -715385.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -715392.750000 Penalty: 2832.074463
	Iteration 26Q: 3 clusters Score -715392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -715396.687500 Penalty: 2832.074463
	Iteration 27Q: 3 clusters Score -715396.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -715395.812500 Penalty: 2832.074463
	Iteration 28Q: 3 clusters Score -715395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -715397.125000 Penalty: 2832.074463
	Iteration 29Q: 3 clusters Score -715397.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -715397.125000 Penalty: 2832.074463
	Iteration 30F: 3 clusters Score -715397.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Entering Unmasked Estep 
Score: -321628.062500 Penalty: 1293.439087
	Iteration 0F: 2 clusters Score -321628.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -318974.093750 Penalty: 2586.878174
	Iteration 0F: 3 clusters Score -318974.1 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -319582.750000 Penalty: 2586.878174
	Iteration 1F: 3 clusters Score -319582.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -319748.156250 Penalty: 2586.878174
	Iteration 2F: 3 clusters Score -319748.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -319844.468750 Penalty: 2586.878174
	Iteration 3F: 3 clusters Score -319844.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -319935.937500 Penalty: 2586.878174
	Iteration 4Q: 3 clusters Score -319935.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -320037.687500 Penalty: 2586.878174
	Iteration 5Q: 3 clusters Score -320037.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -320148.218750 Penalty: 2586.878174
	Iteration 6Q: 3 clusters Score -320148.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -320258.000000 Penalty: 2586.878174
	Iteration 7Q: 3 clusters Score -320258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -320351.718750 Penalty: 2586.878174
	Iteration 8Q: 3 clusters Score -320351.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -320452.968750 Penalty: 2586.878174
	Iteration 9Q: 3 clusters Score -320453 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -320557.093750 Penalty: 2586.878174
	Iteration 10Q: 3 clusters Score -320557.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -320646.000000 Penalty: 2586.878174
	Iteration 11Q: 3 clusters Score -320646 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -320738.843750 Penalty: 2586.878174
	Iteration 12Q: 3 clusters Score -320738.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -320814.718750 Penalty: 2586.878174
	Iteration 13Q: 3 clusters Score -320814.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -320894.812500 Penalty: 2586.878174
	Iteration 14Q: 3 clusters Score -320894.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -320952.625000 Penalty: 2586.878174
	Iteration 15Q: 3 clusters Score -320952.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -320988.343750 Penalty: 2586.878174
	Iteration 16Q: 3 clusters Score -320988.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -321007.937500 Penalty: 2586.878174
	Iteration 17Q: 3 clusters Score -321007.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -321017.375000 Penalty: 2586.878174
	Iteration 18Q: 3 clusters Score -321017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -321026.562500 Penalty: 2586.878174
	Iteration 19Q: 3 clusters Score -321026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -321031.531250 Penalty: 2586.878174
	Iteration 20F: 3 clusters Score -321031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -321034.781250 Penalty: 2586.878174
	Iteration 21Q: 3 clusters Score -321034.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -321037.312500 Penalty: 2586.878174
	Iteration 22Q: 3 clusters Score -321037.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -321038.093750 Penalty: 2586.878174
	Iteration 23Q: 3 clusters Score -321038.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -321038.750000 Penalty: 2586.878174
	Iteration 24Q: 3 clusters Score -321038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -321038.906250 Penalty: 2586.878174
	Iteration 25Q: 3 clusters Score -321038.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -321039.687500 Penalty: 2586.878174
	Iteration 26Q: 3 clusters Score -321039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -321041.031250 Penalty: 2586.878174
	Iteration 27Q: 3 clusters Score -321041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321041.218750 Penalty: 2586.878174
	Iteration 28Q: 3 clusters Score -321041.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -321041.218750 Penalty: 2586.878174
	Iteration 29F: 3 clusters Score -321041.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -246116.015625 Penalty: 1253.489990
	Iteration 0F: 2 clusters Score -246116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -243886.562500 Penalty: 2506.979980
	Iteration 0F: 3 clusters Score -243886.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -244478.984375 Penalty: 2506.979980
	Iteration 1F: 3 clusters Score -244479 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244661.093750 Penalty: 2506.979980
	Iteration 2F: 3 clusters Score -244661.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244770.046875 Penalty: 2506.979980
	Iteration 3F: 3 clusters Score -244770 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -244877.093750 Penalty: 2506.979980
	Iteration 4Q: 3 clusters Score -244877.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -244960.171875 Penalty: 2506.979980
	Iteration 5Q: 3 clusters Score -244960.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -245014.328125 Penalty: 2506.979980
	Iteration 6Q: 3 clusters Score -245014.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -245070.593750 Penalty: 2506.979980
	Iteration 7Q: 3 clusters Score -245070.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -245149.484375 Penalty: 2506.979980
	Iteration 8Q: 3 clusters Score -245149.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -245246.937500 Penalty: 2506.979980
	Iteration 9Q: 3 clusters Score -245246.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -245367.500000 Penalty: 2506.979980
	Iteration 10Q: 3 clusters Score -245367.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -245553.046875 Penalty: 2506.979980
	Iteration 11F: 3 clusters Score -245553 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -245699.046875 Penalty: 2506.979980
	Iteration 12Q: 3 clusters Score -245699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -245767.343750 Penalty: 2506.979980
	Iteration 13Q: 3 clusters Score -245767.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -245801.515625 Penalty: 2506.979980
	Iteration 14Q: 3 clusters Score -245801.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -245828.531250 Penalty: 2506.979980
	Iteration 15Q: 3 clusters Score -245828.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -245846.484375 Penalty: 2506.979980
	Iteration 16Q: 3 clusters Score -245846.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -245853.250000 Penalty: 2506.979980
	Iteration 17Q: 3 clusters Score -245853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -245856.000000 Penalty: 2506.979980
	Iteration 18Q: 3 clusters Score -245856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -245856.000000 Penalty: 2506.979980
	Iteration 19F: 3 clusters Score -245856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Entering Unmasked Estep 
Score: -661237.562500 Penalty: 1424.158691
	Iteration 0F: 2 clusters Score -661237.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -656369.062500 Penalty: 2848.317383
	Iteration 0F: 3 clusters Score -656369.1 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -657981.500000 Penalty: 2848.317383
	Iteration 1F: 3 clusters Score -657981.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -658480.562500 Penalty: 2848.317383
	Iteration 2F: 3 clusters Score -658480.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -659012.062500 Penalty: 2848.317383
	Iteration 3F: 3 clusters Score -659012.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -659522.750000 Penalty: 2848.317383
	Iteration 4F: 3 clusters Score -659522.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -659820.562500 Penalty: 2848.317383
	Iteration 5F: 3 clusters Score -659820.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -659985.312500 Penalty: 2848.317383
	Iteration 6Q: 3 clusters Score -659985.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -660083.062500 Penalty: 2848.317383
	Iteration 7Q: 3 clusters Score -660083.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -660146.312500 Penalty: 2848.317383
	Iteration 8Q: 3 clusters Score -660146.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -660185.437500 Penalty: 2848.317383
	Iteration 9Q: 3 clusters Score -660185.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -660220.375000 Penalty: 2848.317383
	Iteration 10Q: 3 clusters Score -660220.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -660250.812500 Penalty: 2848.317383
	Iteration 11Q: 3 clusters Score -660250.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -660284.875000 Penalty: 2848.317383
	Iteration 12Q: 3 clusters Score -660284.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -660327.187500 Penalty: 2848.317383
	Iteration 13Q: 3 clusters Score -660327.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -660369.687500 Penalty: 2848.317383
	Iteration 14Q: 3 clusters Score -660369.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -660402.375000 Penalty: 2848.317383
	Iteration 15Q: 3 clusters Score -660402.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -660436.250000 Penalty: 2848.317383
	Iteration 16Q: 3 clusters Score -660436.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -660471.625000 Penalty: 2848.317383
	Iteration 17Q: 3 clusters Score -660471.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -660491.750000 Penalty: 2848.317383
	Iteration 18Q: 3 clusters Score -660491.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -660511.562500 Penalty: 2848.317383
	Iteration 19Q: 3 clusters Score -660511.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -660535.687500 Penalty: 2848.317383
	Iteration 20F: 3 clusters Score -660535.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -660573.500000 Penalty: 2848.317383
	Iteration 21Q: 3 clusters Score -660573.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -660614.187500 Penalty: 2848.317383
	Iteration 22Q: 3 clusters Score -660614.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -660653.875000 Penalty: 2848.317383
	Iteration 23Q: 3 clusters Score -660653.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -660701.937500 Penalty: 2848.317383
	Iteration 24Q: 3 clusters Score -660701.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -660744.937500 Penalty: 2848.317383
	Iteration 25Q: 3 clusters Score -660744.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -660775.750000 Penalty: 2848.317383
	Iteration 26Q: 3 clusters Score -660775.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -660801.187500 Penalty: 2848.317383
	Iteration 27Q: 3 clusters Score -660801.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -660816.875000 Penalty: 2848.317383
	Iteration 28Q: 3 clusters Score -660816.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -660835.312500 Penalty: 2848.317383
	Iteration 29Q: 3 clusters Score -660835.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -660864.875000 Penalty: 2848.317383
	Iteration 30Q: 3 clusters Score -660864.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -660891.562500 Penalty: 2848.317383
	Iteration 31Q: 3 clusters Score -660891.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -660918.937500 Penalty: 2848.317383
	Iteration 32Q: 3 clusters Score -660918.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -660947.937500 Penalty: 2848.317383
	Iteration 33Q: 3 clusters Score -660947.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -660977.187500 Penalty: 2848.317383
	Iteration 34Q: 3 clusters Score -660977.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -660997.000000 Penalty: 2848.317383
	Iteration 35Q: 3 clusters Score -660997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -661023.125000 Penalty: 2848.317383
	Iteration 36Q: 3 clusters Score -661023.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -661057.000000 Penalty: 2848.317383
	Iteration 37Q: 3 clusters Score -661057 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -661084.875000 Penalty: 2848.317383
	Iteration 38Q: 3 clusters Score -661084.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -661105.125000 Penalty: 2848.317383
	Iteration 39Q: 3 clusters Score -661105.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -661118.562500 Penalty: 2848.317383
	Iteration 40F: 3 clusters Score -661118.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -661128.937500 Penalty: 2848.317383
	Iteration 41Q: 3 clusters Score -661128.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -661135.437500 Penalty: 2848.317383
	Iteration 42Q: 3 clusters Score -661135.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -661139.562500 Penalty: 2848.317383
	Iteration 43Q: 3 clusters Score -661139.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -661142.312500 Penalty: 2848.317383
	Iteration 44Q: 3 clusters Score -661142.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -661143.875000 Penalty: 2848.317383
	Iteration 45Q: 3 clusters Score -661143.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -661144.312500 Penalty: 2848.317383
	Iteration 46Q: 3 clusters Score -661144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -661145.625000 Penalty: 2848.317383
	Iteration 47Q: 3 clusters Score -661145.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -661146.437500 Penalty: 2848.317383
	Iteration 48Q: 3 clusters Score -661146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -661146.812500 Penalty: 2848.317383
	Iteration 49Q: 3 clusters Score -661146.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -661146.375000 Penalty: 2848.317383
	Iteration 50Q: 3 clusters Score -661146.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -661147.250000 Penalty: 2848.317383
	Iteration 51Q: 3 clusters Score -661147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -661147.250000 Penalty: 2848.317383
	Iteration 52Q: 3 clusters Score -661147.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -661146.437500 Penalty: 2848.317383
	Iteration 53Q: 3 clusters Score -661146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -661145.875000 Penalty: 2848.317383
	Iteration 54Q: 3 clusters Score -661145.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -661145.437500 Penalty: 2848.317383
	Iteration 55Q: 3 clusters Score -661145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -661147.187500 Penalty: 2848.317383
	Iteration 56Q: 3 clusters Score -661147.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -661148.687500 Penalty: 2848.317383
	Iteration 57Q: 3 clusters Score -661148.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -661149.562500 Penalty: 2848.317383
	Iteration 58Q: 3 clusters Score -661149.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -661149.875000 Penalty: 2848.317383
	Iteration 59Q: 3 clusters Score -661149.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -661149.875000 Penalty: 2848.317383
	Iteration 60F: 3 clusters Score -661149.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Entering Unmasked Estep 
Score: -1843707.250000 Penalty: 1573.916870
	Iteration 0F: 2 clusters Score -1843707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1832600.500000 Penalty: 3147.833740
	Iteration 0F: 3 clusters Score -1832600 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1836461.375000 Penalty: 3147.833740
	Iteration 1F: 3 clusters Score -1836461 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1836890.625000 Penalty: 3147.833740
	Iteration 2F: 3 clusters Score -1836891 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -1837420.500000 Penalty: 3147.833740
	Iteration 3F: 3 clusters Score -1837420 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1838084.750000 Penalty: 3147.833740
	Iteration 4F: 3 clusters Score -1838085 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1838802.375000 Penalty: 3147.833740
	Iteration 5F: 3 clusters Score -1838802 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1839516.000000 Penalty: 3147.833740
	Iteration 6F: 3 clusters Score -1839516 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1840188.875000 Penalty: 3147.833740
	Iteration 7F: 3 clusters Score -1840189 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1840607.250000 Penalty: 3147.833740
	Iteration 8Q: 3 clusters Score -1840607 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1840855.000000 Penalty: 3147.833740
	Iteration 9Q: 3 clusters Score -1840855 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1841036.500000 Penalty: 3147.833740
	Iteration 10Q: 3 clusters Score -1841036 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1841206.625000 Penalty: 3147.833740
	Iteration 11Q: 3 clusters Score -1841207 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1841378.375000 Penalty: 3147.833740
	Iteration 12Q: 3 clusters Score -1841378 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1841553.375000 Penalty: 3147.833740
	Iteration 13Q: 3 clusters Score -1841553 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1841723.250000 Penalty: 3147.833740
	Iteration 14Q: 3 clusters Score -1841723 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1841904.000000 Penalty: 3147.833740
	Iteration 15Q: 3 clusters Score -1841904 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1842013.125000 Penalty: 3147.833740
	Iteration 16Q: 3 clusters Score -1842013 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1842103.000000 Penalty: 3147.833740
	Iteration 17Q: 3 clusters Score -1842103 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1842181.375000 Penalty: 3147.833740
	Iteration 18Q: 3 clusters Score -1842181 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1842266.625000 Penalty: 3147.833740
	Iteration 19Q: 3 clusters Score -1842267 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1842361.625000 Penalty: 3147.833740
	Iteration 20F: 3 clusters Score -1842362 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1842446.625000 Penalty: 3147.833740
	Iteration 21Q: 3 clusters Score -1842447 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1842576.625000 Penalty: 3147.833740
	Iteration 22Q: 3 clusters Score -1842577 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1842688.875000 Penalty: 3147.833740
	Iteration 23Q: 3 clusters Score -1842689 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1842770.500000 Penalty: 3147.833740
	Iteration 24Q: 3 clusters Score -1842770 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1842835.500000 Penalty: 3147.833740
	Iteration 25Q: 3 clusters Score -1842836 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1842883.875000 Penalty: 3147.833740
	Iteration 26Q: 3 clusters Score -1842884 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1842920.625000 Penalty: 3147.833740
	Iteration 27Q: 3 clusters Score -1842921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1842944.250000 Penalty: 3147.833740
	Iteration 28Q: 3 clusters Score -1842944 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1842959.125000 Penalty: 3147.833740
	Iteration 29Q: 3 clusters Score -1842959 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1842972.250000 Penalty: 3147.833740
	Iteration 30Q: 3 clusters Score -1842972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1842983.000000 Penalty: 3147.833740
	Iteration 31Q: 3 clusters Score -1842983 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1842989.625000 Penalty: 3147.833740
	Iteration 32Q: 3 clusters Score -1842990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1843003.375000 Penalty: 3147.833740
	Iteration 33Q: 3 clusters Score -1843003 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1843009.250000 Penalty: 3147.833740
	Iteration 34Q: 3 clusters Score -1843009 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1843019.250000 Penalty: 3147.833740
	Iteration 35Q: 3 clusters Score -1843019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1843025.375000 Penalty: 3147.833740
	Iteration 36Q: 3 clusters Score -1843025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1843027.500000 Penalty: 3147.833740
	Iteration 37Q: 3 clusters Score -1843028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1843026.000000 Penalty: 3147.833740
	Iteration 38Q: 3 clusters Score -1843026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1843034.250000 Penalty: 3147.833740
	Iteration 39Q: 3 clusters Score -1843034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1843035.375000 Penalty: 3147.833740
	Iteration 40F: 3 clusters Score -1843035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1843035.375000 Penalty: 3147.833740
	Iteration 41Q: 3 clusters Score -1843035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1843037.500000 Penalty: 3147.833740
	Iteration 42Q: 3 clusters Score -1843038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1843036.250000 Penalty: 3147.833740
	Iteration 43Q: 3 clusters Score -1843036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1843036.375000 Penalty: 3147.833740
	Iteration 44Q: 3 clusters Score -1843036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1843036.000000 Penalty: 3147.833740
	Iteration 45Q: 3 clusters Score -1843036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1843036.125000 Penalty: 3147.833740
	Iteration 46Q: 3 clusters Score -1843036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1843035.750000 Penalty: 3147.833740
	Iteration 47Q: 3 clusters Score -1843036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1843035.750000 Penalty: 3147.833740
	Iteration 48Q: 3 clusters Score -1843036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1843036.750000 Penalty: 3147.833740
	Iteration 49Q: 3 clusters Score -1843037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1843036.750000 Penalty: 3147.833740
	Iteration 50F: 3 clusters Score -1843037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -166165.734375 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -166165.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -164395.968750 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -164396 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -164754.218750 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -164754.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -164880.718750 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -164880.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -165001.609375 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -165001.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -165128.468750 Penalty: 2381.101318
	Iteration 4F: 3 clusters Score -165128.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -165278.625000 Penalty: 2381.101318
	Iteration 5F: 3 clusters Score -165278.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -165375.531250 Penalty: 2381.101318
	Iteration 6F: 3 clusters Score -165375.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -165457.343750 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -165457.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -165509.390625 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -165509.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -165543.781250 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -165543.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -165560.734375 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -165560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -165567.937500 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -165567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -165571.250000 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -165571.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -165573.250000 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -165573.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -165574.093750 Penalty: 2381.101318
	Iteration 14F: 3 clusters Score -165574.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -165576.890625 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -165576.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -165577.843750 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -165577.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -165578.515625 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -165578.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -165580.250000 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -165580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -165581.656250 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -165581.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165584.000000 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -165584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -165587.093750 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -165587.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -165587.687500 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -165587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165588.203125 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -165588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -165588.203125 Penalty: 2381.101318
	Iteration 24F: 3 clusters Score -165588.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Entering Unmasked Estep 
Score: -611336.125000 Penalty: 1395.947144
	Iteration 0F: 2 clusters Score -611336.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -607100.375000 Penalty: 2791.894287
	Iteration 0F: 3 clusters Score -607100.4 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -608304.625000 Penalty: 2791.894287
	Iteration 1F: 3 clusters Score -608304.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -608531.687500 Penalty: 2791.894287
	Iteration 2F: 3 clusters Score -608531.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -608726.937500 Penalty: 2791.894287
	Iteration 3F: 3 clusters Score -608726.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -608949.750000 Penalty: 2791.894287
	Iteration 4F: 3 clusters Score -608949.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -609205.625000 Penalty: 2791.894287
	Iteration 5F: 3 clusters Score -609205.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -609488.375000 Penalty: 2791.894287
	Iteration 6F: 3 clusters Score -609488.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -609791.312500 Penalty: 2791.894287
	Iteration 7F: 3 clusters Score -609791.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -610211.500000 Penalty: 2791.894287
	Iteration 8F: 3 clusters Score -610211.5 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -610705.437500 Penalty: 2791.894287
	Iteration 9F: 3 clusters Score -610705.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -611101.437500 Penalty: 2791.894287
	Iteration 10Q: 3 clusters Score -611101.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -611298.312500 Penalty: 2791.894287
	Iteration 11Q: 3 clusters Score -611298.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -611371.125000 Penalty: 2791.894287
	Iteration 12Q: 3 clusters Score -611371.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -611403.812500 Penalty: 2791.894287
	Iteration 13Q: 3 clusters Score -611403.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -611424.062500 Penalty: 2791.894287
	Iteration 14Q: 3 clusters Score -611424.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -611441.937500 Penalty: 2791.894287
	Iteration 15Q: 3 clusters Score -611441.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -611457.312500 Penalty: 2791.894287
	Iteration 16Q: 3 clusters Score -611457.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -611466.187500 Penalty: 2791.894287
	Iteration 17Q: 3 clusters Score -611466.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -611469.375000 Penalty: 2791.894287
	Iteration 18Q: 3 clusters Score -611469.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -611471.937500 Penalty: 2791.894287
	Iteration 19Q: 3 clusters Score -611471.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -611474.437500 Penalty: 2791.894287
	Iteration 20F: 3 clusters Score -611474.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -611476.937500 Penalty: 2791.894287
	Iteration 21Q: 3 clusters Score -611476.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -611478.812500 Penalty: 2791.894287
	Iteration 22Q: 3 clusters Score -611478.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -611481.375000 Penalty: 2791.894287
	Iteration 23Q: 3 clusters Score -611481.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -611480.437500 Penalty: 2791.894287
	Iteration 24Q: 3 clusters Score -611480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -611481.875000 Penalty: 2791.894287
	Iteration 25Q: 3 clusters Score -611481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -611481.875000 Penalty: 2791.894287
	Iteration 26F: 3 clusters Score -611481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 16085 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 3391 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7577 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4221 members 
Mstep: Class 35 contains 10230 members 
Mstep: Class 36 contains 11039 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87732 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 1989 members 
Entering Unmasked Estep 
Score: -40135000.000000 Penalty: 87349.148438
Splitting cluster 9 changes total score from -40135560.000000 to -40135000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -571529.062500 Penalty: 1385.660767
	Iteration 0F: 2 clusters Score -571529.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -567546.750000 Penalty: 2771.321533
	Iteration 0F: 3 clusters Score -567546.8 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -568621.562500 Penalty: 2771.321533
	Iteration 1F: 3 clusters Score -568621.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -568841.312500 Penalty: 2771.321533
	Iteration 2F: 3 clusters Score -568841.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -569031.812500 Penalty: 2771.321533
	Iteration 3F: 3 clusters Score -569031.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -569219.750000 Penalty: 2771.321533
	Iteration 4F: 3 clusters Score -569219.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -569407.750000 Penalty: 2771.321533
	Iteration 5F: 3 clusters Score -569407.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -569568.750000 Penalty: 2771.321533
	Iteration 6Q: 3 clusters Score -569568.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -569737.687500 Penalty: 2771.321533
	Iteration 7Q: 3 clusters Score -569737.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -569889.125000 Penalty: 2771.321533
	Iteration 8Q: 3 clusters Score -569889.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -570012.625000 Penalty: 2771.321533
	Iteration 9Q: 3 clusters Score -570012.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -570098.250000 Penalty: 2771.321533
	Iteration 10Q: 3 clusters Score -570098.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -570170.500000 Penalty: 2771.321533
	Iteration 11Q: 3 clusters Score -570170.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -570228.937500 Penalty: 2771.321533
	Iteration 12Q: 3 clusters Score -570228.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -570265.812500 Penalty: 2771.321533
	Iteration 13Q: 3 clusters Score -570265.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -570294.062500 Penalty: 2771.321533
	Iteration 14Q: 3 clusters Score -570294.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -570315.812500 Penalty: 2771.321533
	Iteration 15Q: 3 clusters Score -570315.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -570337.125000 Penalty: 2771.321533
	Iteration 16Q: 3 clusters Score -570337.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -570356.062500 Penalty: 2771.321533
	Iteration 17Q: 3 clusters Score -570356.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -570366.937500 Penalty: 2771.321533
	Iteration 18Q: 3 clusters Score -570366.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -570375.187500 Penalty: 2771.321533
	Iteration 19Q: 3 clusters Score -570375.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -570383.000000 Penalty: 2771.321533
	Iteration 20F: 3 clusters Score -570383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -570386.250000 Penalty: 2771.321533
	Iteration 21Q: 3 clusters Score -570386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -570385.187500 Penalty: 2771.321533
	Iteration 22Q: 3 clusters Score -570385.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -570386.187500 Penalty: 2771.321533
	Iteration 23Q: 3 clusters Score -570386.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -570385.750000 Penalty: 2771.321533
	Iteration 24Q: 3 clusters Score -570385.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -570385.750000 Penalty: 2771.321533
	Iteration 25F: 3 clusters Score -570385.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Entering Unmasked Estep 
Score: -252926.453125 Penalty: 1253.053955
	Iteration 0F: 2 clusters Score -252926.5 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 1129 members 
Entering Unmasked Estep 
Score: -250661.421875 Penalty: 2506.107910
	Iteration 0F: 3 clusters Score -250661.4 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -251144.171875 Penalty: 2506.107910
	Iteration 1F: 3 clusters Score -251144.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -251274.921875 Penalty: 2506.107910
	Iteration 2F: 3 clusters Score -251274.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -251365.671875 Penalty: 2506.107910
	Iteration 3F: 3 clusters Score -251365.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -251437.312500 Penalty: 2506.107910
	Iteration 4Q: 3 clusters Score -251437.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -251497.109375 Penalty: 2506.107910
	Iteration 5Q: 3 clusters Score -251497.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -251557.375000 Penalty: 2506.107910
	Iteration 6Q: 3 clusters Score -251557.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -251617.921875 Penalty: 2506.107910
	Iteration 7Q: 3 clusters Score -251617.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -251668.343750 Penalty: 2506.107910
	Iteration 8Q: 3 clusters Score -251668.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -251713.984375 Penalty: 2506.107910
	Iteration 9Q: 3 clusters Score -251714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -251755.906250 Penalty: 2506.107910
	Iteration 10Q: 3 clusters Score -251755.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -251795.265625 Penalty: 2506.107910
	Iteration 11Q: 3 clusters Score -251795.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -251825.734375 Penalty: 2506.107910
	Iteration 12Q: 3 clusters Score -251825.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -251865.515625 Penalty: 2506.107910
	Iteration 13Q: 3 clusters Score -251865.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -251914.796875 Penalty: 2506.107910
	Iteration 14Q: 3 clusters Score -251914.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -251965.875000 Penalty: 2506.107910
	Iteration 15Q: 3 clusters Score -251965.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -252022.031250 Penalty: 2506.107910
	Iteration 16Q: 3 clusters Score -252022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -252065.390625 Penalty: 2506.107910
	Iteration 17Q: 3 clusters Score -252065.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -252095.406250 Penalty: 2506.107910
	Iteration 18Q: 3 clusters Score -252095.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -252112.000000 Penalty: 2506.107910
	Iteration 19Q: 3 clusters Score -252112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -252131.187500 Penalty: 2506.107910
	Iteration 20F: 3 clusters Score -252131.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -252141.171875 Penalty: 2506.107910
	Iteration 21Q: 3 clusters Score -252141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -252149.718750 Penalty: 2506.107910
	Iteration 22Q: 3 clusters Score -252149.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -252156.515625 Penalty: 2506.107910
	Iteration 23Q: 3 clusters Score -252156.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -252158.046875 Penalty: 2506.107910
	Iteration 24Q: 3 clusters Score -252158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -252159.703125 Penalty: 2506.107910
	Iteration 25Q: 3 clusters Score -252159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -252162.968750 Penalty: 2506.107910
	Iteration 26Q: 3 clusters Score -252163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -252163.375000 Penalty: 2506.107910
	Iteration 27Q: 3 clusters Score -252163.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -252163.937500 Penalty: 2506.107910
	Iteration 28Q: 3 clusters Score -252163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -252164.421875 Penalty: 2506.107910
	Iteration 29Q: 3 clusters Score -252164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -252164.421875 Penalty: 2506.107910
	Iteration 30F: 3 clusters Score -252164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Entering Unmasked Estep 
Score: -621343.437500 Penalty: 1397.270752
	Iteration 0F: 2 clusters Score -621343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -617081.375000 Penalty: 2794.541504
	Iteration 0F: 3 clusters Score -617081.4 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -618409.625000 Penalty: 2794.541504
	Iteration 1F: 3 clusters Score -618409.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -618643.187500 Penalty: 2794.541504
	Iteration 2F: 3 clusters Score -618643.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -618795.437500 Penalty: 2794.541504
	Iteration 3F: 3 clusters Score -618795.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -618897.562500 Penalty: 2794.541504
	Iteration 4Q: 3 clusters Score -618897.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -618978.375000 Penalty: 2794.541504
	Iteration 5Q: 3 clusters Score -618978.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -619048.875000 Penalty: 2794.541504
	Iteration 6Q: 3 clusters Score -619048.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -619108.312500 Penalty: 2794.541504
	Iteration 7Q: 3 clusters Score -619108.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -619162.562500 Penalty: 2794.541504
	Iteration 8Q: 3 clusters Score -619162.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -619208.625000 Penalty: 2794.541504
	Iteration 9Q: 3 clusters Score -619208.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -619254.437500 Penalty: 2794.541504
	Iteration 10Q: 3 clusters Score -619254.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -619286.750000 Penalty: 2794.541504
	Iteration 11Q: 3 clusters Score -619286.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -619322.687500 Penalty: 2794.541504
	Iteration 12Q: 3 clusters Score -619322.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -619357.625000 Penalty: 2794.541504
	Iteration 13Q: 3 clusters Score -619357.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -619388.062500 Penalty: 2794.541504
	Iteration 14Q: 3 clusters Score -619388.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -619411.875000 Penalty: 2794.541504
	Iteration 15Q: 3 clusters Score -619411.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -619437.500000 Penalty: 2794.541504
	Iteration 16Q: 3 clusters Score -619437.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -619469.312500 Penalty: 2794.541504
	Iteration 17Q: 3 clusters Score -619469.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -619508.437500 Penalty: 2794.541504
	Iteration 18Q: 3 clusters Score -619508.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -619543.500000 Penalty: 2794.541504
	Iteration 19Q: 3 clusters Score -619543.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -619586.562500 Penalty: 2794.541504
	Iteration 20F: 3 clusters Score -619586.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -619632.187500 Penalty: 2794.541504
	Iteration 21Q: 3 clusters Score -619632.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -619683.250000 Penalty: 2794.541504
	Iteration 22Q: 3 clusters Score -619683.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -619735.187500 Penalty: 2794.541504
	Iteration 23Q: 3 clusters Score -619735.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -619789.437500 Penalty: 2794.541504
	Iteration 24Q: 3 clusters Score -619789.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -619850.000000 Penalty: 2794.541504
	Iteration 25Q: 3 clusters Score -619850 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -619924.812500 Penalty: 2794.541504
	Iteration 26Q: 3 clusters Score -619924.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -620014.812500 Penalty: 2794.541504
	Iteration 27Q: 3 clusters Score -620014.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -620107.187500 Penalty: 2794.541504
	Iteration 28Q: 3 clusters Score -620107.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -620200.687500 Penalty: 2794.541504
	Iteration 29Q: 3 clusters Score -620200.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -620278.812500 Penalty: 2794.541504
	Iteration 30Q: 3 clusters Score -620278.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -620356.000000 Penalty: 2794.541504
	Iteration 31Q: 3 clusters Score -620356 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -620424.750000 Penalty: 2794.541504
	Iteration 32Q: 3 clusters Score -620424.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -620480.062500 Penalty: 2794.541504
	Iteration 33Q: 3 clusters Score -620480.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -620518.062500 Penalty: 2794.541504
	Iteration 34Q: 3 clusters Score -620518.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -620546.562500 Penalty: 2794.541504
	Iteration 35Q: 3 clusters Score -620546.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -620557.937500 Penalty: 2794.541504
	Iteration 36Q: 3 clusters Score -620557.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -620571.312500 Penalty: 2794.541504
	Iteration 37Q: 3 clusters Score -620571.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -620579.625000 Penalty: 2794.541504
	Iteration 38Q: 3 clusters Score -620579.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -620584.875000 Penalty: 2794.541504
	Iteration 39Q: 3 clusters Score -620584.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -620592.750000 Penalty: 2794.541504
	Iteration 40F: 3 clusters Score -620592.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -620598.625000 Penalty: 2794.541504
	Iteration 41Q: 3 clusters Score -620598.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -620607.312500 Penalty: 2794.541504
	Iteration 42Q: 3 clusters Score -620607.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -620625.000000 Penalty: 2794.541504
	Iteration 43Q: 3 clusters Score -620625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -620638.250000 Penalty: 2794.541504
	Iteration 44Q: 3 clusters Score -620638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -620649.687500 Penalty: 2794.541504
	Iteration 45Q: 3 clusters Score -620649.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -620666.562500 Penalty: 2794.541504
	Iteration 46Q: 3 clusters Score -620666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -620678.562500 Penalty: 2794.541504
	Iteration 47Q: 3 clusters Score -620678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -620686.312500 Penalty: 2794.541504
	Iteration 48Q: 3 clusters Score -620686.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -620692.812500 Penalty: 2794.541504
	Iteration 49Q: 3 clusters Score -620692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -620700.187500 Penalty: 2794.541504
	Iteration 50Q: 3 clusters Score -620700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -620704.625000 Penalty: 2794.541504
	Iteration 51Q: 3 clusters Score -620704.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -620705.187500 Penalty: 2794.541504
	Iteration 52Q: 3 clusters Score -620705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -620706.375000 Penalty: 2794.541504
	Iteration 53Q: 3 clusters Score -620706.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -620706.687500 Penalty: 2794.541504
	Iteration 54Q: 3 clusters Score -620706.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -620709.625000 Penalty: 2794.541504
	Iteration 55Q: 3 clusters Score -620709.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -620712.500000 Penalty: 2794.541504
	Iteration 56Q: 3 clusters Score -620712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -620714.375000 Penalty: 2794.541504
	Iteration 57Q: 3 clusters Score -620714.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -620716.500000 Penalty: 2794.541504
	Iteration 58Q: 3 clusters Score -620716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -620716.125000 Penalty: 2794.541504
	Iteration 59Q: 3 clusters Score -620716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -620716.375000 Penalty: 2794.541504
	Iteration 60F: 3 clusters Score -620716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -620718.125000 Penalty: 2794.541504
	Iteration 61Q: 3 clusters Score -620718.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -620718.125000 Penalty: 2794.541504
	Iteration 62F: 3 clusters Score -620718.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Entering Unmasked Estep 
Score: -1161681.500000 Penalty: 1499.850464
	Iteration 0F: 2 clusters Score -1161682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1154419.750000 Penalty: 2999.700928
	Iteration 0F: 3 clusters Score -1154420 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1156699.875000 Penalty: 2999.700928
	Iteration 1F: 3 clusters Score -1156700 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1156916.125000 Penalty: 2999.700928
	Iteration 2F: 3 clusters Score -1156916 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1157074.750000 Penalty: 2999.700928
	Iteration 3Q: 3 clusters Score -1157075 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1157207.000000 Penalty: 2999.700928
	Iteration 4Q: 3 clusters Score -1157207 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1157320.125000 Penalty: 2999.700928
	Iteration 5Q: 3 clusters Score -1157320 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1157412.750000 Penalty: 2999.700928
	Iteration 6Q: 3 clusters Score -1157413 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1157494.500000 Penalty: 2999.700928
	Iteration 7Q: 3 clusters Score -1157494 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1157551.125000 Penalty: 2999.700928
	Iteration 8Q: 3 clusters Score -1157551 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1157598.250000 Penalty: 2999.700928
	Iteration 9Q: 3 clusters Score -1157598 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1157628.375000 Penalty: 2999.700928
	Iteration 10Q: 3 clusters Score -1157628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1157657.875000 Penalty: 2999.700928
	Iteration 11Q: 3 clusters Score -1157658 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1157698.000000 Penalty: 2999.700928
	Iteration 12Q: 3 clusters Score -1157698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1157741.625000 Penalty: 2999.700928
	Iteration 13Q: 3 clusters Score -1157742 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1157803.000000 Penalty: 2999.700928
	Iteration 14Q: 3 clusters Score -1157803 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1157876.125000 Penalty: 2999.700928
	Iteration 15Q: 3 clusters Score -1157876 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1157977.875000 Penalty: 2999.700928
	Iteration 16Q: 3 clusters Score -1157978 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1158129.500000 Penalty: 2999.700928
	Iteration 17Q: 3 clusters Score -1158130 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1158359.750000 Penalty: 2999.700928
	Iteration 18Q: 3 clusters Score -1158360 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1158643.375000 Penalty: 2999.700928
	Iteration 19Q: 3 clusters Score -1158643 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1158933.500000 Penalty: 2999.700928
	Iteration 20F: 3 clusters Score -1158934 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1159202.750000 Penalty: 2999.700928
	Iteration 21Q: 3 clusters Score -1159203 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1159456.250000 Penalty: 2999.700928
	Iteration 22Q: 3 clusters Score -1159456 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1159694.625000 Penalty: 2999.700928
	Iteration 23Q: 3 clusters Score -1159695 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1159870.750000 Penalty: 2999.700928
	Iteration 24Q: 3 clusters Score -1159871 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1159989.875000 Penalty: 2999.700928
	Iteration 25Q: 3 clusters Score -1159990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1160072.750000 Penalty: 2999.700928
	Iteration 26Q: 3 clusters Score -1160073 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1160157.875000 Penalty: 2999.700928
	Iteration 27Q: 3 clusters Score -1160158 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1160226.125000 Penalty: 2999.700928
	Iteration 28Q: 3 clusters Score -1160226 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1160276.750000 Penalty: 2999.700928
	Iteration 29Q: 3 clusters Score -1160277 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -1160311.500000 Penalty: 2999.700928
	Iteration 30Q: 3 clusters Score -1160312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1160336.000000 Penalty: 2999.700928
	Iteration 31Q: 3 clusters Score -1160336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1160353.625000 Penalty: 2999.700928
	Iteration 32Q: 3 clusters Score -1160354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -1160368.875000 Penalty: 2999.700928
	Iteration 33Q: 3 clusters Score -1160369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1160378.875000 Penalty: 2999.700928
	Iteration 34Q: 3 clusters Score -1160379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1160394.750000 Penalty: 2999.700928
	Iteration 35Q: 3 clusters Score -1160395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1160409.375000 Penalty: 2999.700928
	Iteration 36Q: 3 clusters Score -1160409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1160415.250000 Penalty: 2999.700928
	Iteration 37Q: 3 clusters Score -1160415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1160424.125000 Penalty: 2999.700928
	Iteration 38Q: 3 clusters Score -1160424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1160432.250000 Penalty: 2999.700928
	Iteration 39Q: 3 clusters Score -1160432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1160440.750000 Penalty: 2999.700928
	Iteration 40F: 3 clusters Score -1160441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1160444.375000 Penalty: 2999.700928
	Iteration 41Q: 3 clusters Score -1160444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1160451.250000 Penalty: 2999.700928
	Iteration 42Q: 3 clusters Score -1160451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1160455.125000 Penalty: 2999.700928
	Iteration 43Q: 3 clusters Score -1160455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1160455.125000 Penalty: 2999.700928
	Iteration 44F: 3 clusters Score -1160455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -536665.937500 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -536665.9 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 2296 members 
Entering Unmasked Estep 
Score: -532921.437500 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -532921.4 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -533912.437500 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -533912.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -534054.625000 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -534054.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -534159.437500 Penalty: 2742.961182
	Iteration 3F: 3 clusters Score -534159.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -534246.187500 Penalty: 2742.961182
	Iteration 4Q: 3 clusters Score -534246.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -534312.625000 Penalty: 2742.961182
	Iteration 5Q: 3 clusters Score -534312.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -534351.062500 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -534351.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -534381.375000 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -534381.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -534410.750000 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -534410.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -534440.875000 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -534440.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -534465.687500 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -534465.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -534490.750000 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -534490.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -534512.187500 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -534512.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -534540.000000 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -534540 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -534561.312500 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -534561.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -534589.750000 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -534589.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -534617.500000 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -534617.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -534646.375000 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -534646.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -534681.562500 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -534681.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -534717.750000 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -534717.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -534754.625000 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -534754.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -534790.875000 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -534790.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -534821.562500 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -534821.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -534848.875000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -534848.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -534877.687500 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -534877.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -534908.750000 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -534908.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -534940.125000 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -534940.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -534969.875000 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -534969.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -534991.875000 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -534991.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -535015.687500 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -535015.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -535044.187500 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -535044.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -535071.812500 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -535071.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -535097.937500 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -535097.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -535122.125000 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -535122.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -535139.500000 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -535139.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -535153.937500 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -535153.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -535172.812500 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -535172.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -535188.562500 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -535188.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -535199.812500 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -535199.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -535207.125000 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -535207.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -535214.562500 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -535214.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -535228.812500 Penalty: 2742.961182
	Iteration 41Q: 3 clusters Score -535228.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -535241.062500 Penalty: 2742.961182
	Iteration 42Q: 3 clusters Score -535241.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -535255.375000 Penalty: 2742.961182
	Iteration 43Q: 3 clusters Score -535255.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -535265.312500 Penalty: 2742.961182
	Iteration 44Q: 3 clusters Score -535265.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -535273.187500 Penalty: 2742.961182
	Iteration 45Q: 3 clusters Score -535273.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -535282.500000 Penalty: 2742.961182
	Iteration 46Q: 3 clusters Score -535282.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -535292.687500 Penalty: 2742.961182
	Iteration 47Q: 3 clusters Score -535292.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -535301.375000 Penalty: 2742.961182
	Iteration 48Q: 3 clusters Score -535301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -535311.250000 Penalty: 2742.961182
	Iteration 49Q: 3 clusters Score -535311.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -535319.437500 Penalty: 2742.961182
	Iteration 50Q: 3 clusters Score -535319.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -535326.875000 Penalty: 2742.961182
	Iteration 51Q: 3 clusters Score -535326.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -535334.125000 Penalty: 2742.961182
	Iteration 52Q: 3 clusters Score -535334.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -535342.000000 Penalty: 2742.961182
	Iteration 53Q: 3 clusters Score -535342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -535354.500000 Penalty: 2742.961182
	Iteration 54Q: 3 clusters Score -535354.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -535360.250000 Penalty: 2742.961182
	Iteration 55Q: 3 clusters Score -535360.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -535363.062500 Penalty: 2742.961182
	Iteration 56Q: 3 clusters Score -535363.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -535366.625000 Penalty: 2742.961182
	Iteration 57Q: 3 clusters Score -535366.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -535369.687500 Penalty: 2742.961182
	Iteration 58Q: 3 clusters Score -535369.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -535375.687500 Penalty: 2742.961182
	Iteration 59Q: 3 clusters Score -535375.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -535381.875000 Penalty: 2742.961182
	Iteration 60F: 3 clusters Score -535381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -535387.750000 Penalty: 2742.961182
	Iteration 61Q: 3 clusters Score -535387.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -535394.437500 Penalty: 2742.961182
	Iteration 62Q: 3 clusters Score -535394.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -535395.687500 Penalty: 2742.961182
	Iteration 63Q: 3 clusters Score -535395.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -535399.187500 Penalty: 2742.961182
	Iteration 64Q: 3 clusters Score -535399.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -535400.187500 Penalty: 2742.961182
	Iteration 65Q: 3 clusters Score -535400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -535400.187500 Penalty: 2742.961182
	Iteration 66F: 3 clusters Score -535400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Entering Unmasked Estep 
Score: -3309027.250000 Penalty: 1668.396240
	Iteration 0F: 2 clusters Score -3309027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -3289699.000000 Penalty: 3336.792480
	Iteration 0F: 3 clusters Score -3289699 nChanged 13150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -3297113.750000 Penalty: 3336.792480
	Iteration 1F: 3 clusters Score -3297114 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -3297818.500000 Penalty: 3336.792480
	Iteration 2F: 3 clusters Score -3297818 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -3298493.250000 Penalty: 3336.792480
	Iteration 3F: 3 clusters Score -3298493 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -3299170.250000 Penalty: 3336.792480
	Iteration 4F: 3 clusters Score -3299170 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -3299976.750000 Penalty: 3336.792480
	Iteration 5F: 3 clusters Score -3299977 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -3301165.750000 Penalty: 3336.792480
	Iteration 6F: 3 clusters Score -3301166 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3302722.250000 Penalty: 3336.792480
	Iteration 7F: 3 clusters Score -3302722 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3304416.750000 Penalty: 3336.792480
	Iteration 8F: 3 clusters Score -3304417 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3305968.750000 Penalty: 3336.792480
	Iteration 9F: 3 clusters Score -3305969 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3306983.000000 Penalty: 3336.792480
	Iteration 10Q: 3 clusters Score -3306983 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -3307514.000000 Penalty: 3336.792480
	Iteration 11Q: 3 clusters Score -3307514 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3307776.000000 Penalty: 3336.792480
	Iteration 12Q: 3 clusters Score -3307776 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -3307929.500000 Penalty: 3336.792480
	Iteration 13Q: 3 clusters Score -3307930 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -3308017.500000 Penalty: 3336.792480
	Iteration 14Q: 3 clusters Score -3308018 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -3308099.250000 Penalty: 3336.792480
	Iteration 15Q: 3 clusters Score -3308099 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -3308145.500000 Penalty: 3336.792480
	Iteration 16Q: 3 clusters Score -3308146 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24051 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -3308179.750000 Penalty: 3336.792480
	Iteration 17Q: 3 clusters Score -3308180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3308196.500000 Penalty: 3336.792480
	Iteration 18Q: 3 clusters Score -3308196 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3308219.250000 Penalty: 3336.792480
	Iteration 19Q: 3 clusters Score -3308219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3308243.000000 Penalty: 3336.792480
	Iteration 20F: 3 clusters Score -3308243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -3308248.000000 Penalty: 3336.792480
	Iteration 21Q: 3 clusters Score -3308248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3308248.250000 Penalty: 3336.792480
	Iteration 22Q: 3 clusters Score -3308248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -3308247.250000 Penalty: 3336.792480
	Iteration 23Q: 3 clusters Score -3308247 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -3308256.500000 Penalty: 3336.792480
	Iteration 24Q: 3 clusters Score -3308256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -3308265.000000 Penalty: 3336.792480
	Iteration 25Q: 3 clusters Score -3308265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -3308276.250000 Penalty: 3336.792480
	Iteration 26Q: 3 clusters Score -3308276 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3308278.750000 Penalty: 3336.792480
	Iteration 27Q: 3 clusters Score -3308279 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3308289.000000 Penalty: 3336.792480
	Iteration 28Q: 3 clusters Score -3308289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3308287.750000 Penalty: 3336.792480
	Iteration 29Q: 3 clusters Score -3308288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -3308286.500000 Penalty: 3336.792480
	Iteration 30Q: 3 clusters Score -3308286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3308287.000000 Penalty: 3336.792480
	Iteration 31Q: 3 clusters Score -3308287 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3308288.750000 Penalty: 3336.792480
	Iteration 32Q: 3 clusters Score -3308289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3308283.000000 Penalty: 3336.792480
	Iteration 33Q: 3 clusters Score -3308283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -3308283.000000 Penalty: 3336.792480
	Iteration 34Q: 3 clusters Score -3308283 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -3308283.250000 Penalty: 3336.792480
	Iteration 35Q: 3 clusters Score -3308283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3308284.000000 Penalty: 3336.792480
	Iteration 36Q: 3 clusters Score -3308284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -3308294.250000 Penalty: 3336.792480
	Iteration 37Q: 3 clusters Score -3308294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -3308295.000000 Penalty: 3336.792480
	Iteration 38Q: 3 clusters Score -3308295 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -3308290.500000 Penalty: 3336.792480
	Iteration 39Q: 3 clusters Score -3308290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -3308294.750000 Penalty: 3336.792480
	Iteration 40F: 3 clusters Score -3308295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -3308293.500000 Penalty: 3336.792480
	Iteration 41Q: 3 clusters Score -3308294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -3308296.000000 Penalty: 3336.792480
	Iteration 42Q: 3 clusters Score -3308296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -3308303.250000 Penalty: 3336.792480
	Iteration 43Q: 3 clusters Score -3308303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -3308308.500000 Penalty: 3336.792480
	Iteration 44Q: 3 clusters Score -3308308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3308302.500000 Penalty: 3336.792480
	Iteration 45Q: 3 clusters Score -3308302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -3308307.000000 Penalty: 3336.792480
	Iteration 46Q: 3 clusters Score -3308307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24838 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -3308312.250000 Penalty: 3336.792480
	Iteration 47Q: 3 clusters Score -3308312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -3308318.500000 Penalty: 3336.792480
	Iteration 48Q: 3 clusters Score -3308318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -3308315.250000 Penalty: 3336.792480
	Iteration 49Q: 3 clusters Score -3308315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -3308310.500000 Penalty: 3336.792480
	Iteration 50Q: 3 clusters Score -3308310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -3308321.000000 Penalty: 3336.792480
	Iteration 51Q: 3 clusters Score -3308321 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3308315.250000 Penalty: 3336.792480
	Iteration 52Q: 3 clusters Score -3308315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -3308311.000000 Penalty: 3336.792480
	Iteration 53Q: 3 clusters Score -3308311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3308321.000000 Penalty: 3336.792480
	Iteration 54Q: 3 clusters Score -3308321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3308321.500000 Penalty: 3336.792480
	Iteration 55Q: 3 clusters Score -3308322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3308325.750000 Penalty: 3336.792480
	Iteration 56Q: 3 clusters Score -3308326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -3308325.000000 Penalty: 3336.792480
	Iteration 57Q: 3 clusters Score -3308325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3308326.250000 Penalty: 3336.792480
	Iteration 58Q: 3 clusters Score -3308326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3308325.750000 Penalty: 3336.792480
	Iteration 59Q: 3 clusters Score -3308326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -3308334.500000 Penalty: 3336.792480
	Iteration 60F: 3 clusters Score -3308334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3308343.500000 Penalty: 3336.792480
	Iteration 61Q: 3 clusters Score -3308344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -3308345.750000 Penalty: 3336.792480
	Iteration 62Q: 3 clusters Score -3308346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -3308342.250000 Penalty: 3336.792480
	Iteration 63Q: 3 clusters Score -3308342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25116 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3308345.750000 Penalty: 3336.792480
	Iteration 64Q: 3 clusters Score -3308346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3308345.750000 Penalty: 3336.792480
	Iteration 65Q: 3 clusters Score -3308346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -3308345.750000 Penalty: 3336.792480
	Iteration 66Q: 3 clusters Score -3308346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25162 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -3308350.250000 Penalty: 3336.792480
	Iteration 67Q: 3 clusters Score -3308350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3308346.500000 Penalty: 3336.792480
	Iteration 68Q: 3 clusters Score -3308346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -3308340.750000 Penalty: 3336.792480
	Iteration 69Q: 3 clusters Score -3308341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -3308344.500000 Penalty: 3336.792480
	Iteration 70Q: 3 clusters Score -3308344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3308350.000000 Penalty: 3336.792480
	Iteration 71Q: 3 clusters Score -3308350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3308346.000000 Penalty: 3336.792480
	Iteration 72Q: 3 clusters Score -3308346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -3308345.500000 Penalty: 3336.792480
	Iteration 73Q: 3 clusters Score -3308346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3308344.500000 Penalty: 3336.792480
	Iteration 74Q: 3 clusters Score -3308344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3308344.000000 Penalty: 3336.792480
	Iteration 75Q: 3 clusters Score -3308344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3308344.750000 Penalty: 3336.792480
	Iteration 76Q: 3 clusters Score -3308345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3308350.500000 Penalty: 3336.792480
	Iteration 77Q: 3 clusters Score -3308350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -3308359.250000 Penalty: 3336.792480
	Iteration 78Q: 3 clusters Score -3308359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -3308359.250000 Penalty: 3336.792480
	Iteration 79Q: 3 clusters Score -3308359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3308353.250000 Penalty: 3336.792480
	Iteration 80F: 3 clusters Score -3308353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3308354.750000 Penalty: 3336.792480
	Iteration 81Q: 3 clusters Score -3308355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3308358.250000 Penalty: 3336.792480
	Iteration 82Q: 3 clusters Score -3308358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -3308361.000000 Penalty: 3336.792480
	Iteration 83Q: 3 clusters Score -3308361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3308360.000000 Penalty: 3336.792480
	Iteration 84Q: 3 clusters Score -3308360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3308365.500000 Penalty: 3336.792480
	Iteration 85Q: 3 clusters Score -3308366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -3308365.500000 Penalty: 3336.792480
	Iteration 86Q: 3 clusters Score -3308366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -3308365.000000 Penalty: 3336.792480
	Iteration 87Q: 3 clusters Score -3308365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25282 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3308368.750000 Penalty: 3336.792480
	Iteration 88Q: 3 clusters Score -3308369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3308363.000000 Penalty: 3336.792480
	Iteration 89Q: 3 clusters Score -3308363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3308362.500000 Penalty: 3336.792480
	Iteration 90Q: 3 clusters Score -3308362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3308362.000000 Penalty: 3336.792480
	Iteration 91Q: 3 clusters Score -3308362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3308361.500000 Penalty: 3336.792480
	Iteration 92Q: 3 clusters Score -3308362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -3308363.250000 Penalty: 3336.792480
	Iteration 93Q: 3 clusters Score -3308363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3308363.250000 Penalty: 3336.792480
	Iteration 94Q: 3 clusters Score -3308363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -3308363.250000 Penalty: 3336.792480
	Iteration 95F: 3 clusters Score -3308363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Entering Unmasked Estep 
Score: -418339.343750 Penalty: 1331.651978
	Iteration 0F: 2 clusters Score -418339.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -415228.031250 Penalty: 2663.303955
	Iteration 0F: 3 clusters Score -415228 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -415929.187500 Penalty: 2663.303955
	Iteration 1F: 3 clusters Score -415929.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -416050.750000 Penalty: 2663.303955
	Iteration 2F: 3 clusters Score -416050.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -416122.406250 Penalty: 2663.303955
	Iteration 3Q: 3 clusters Score -416122.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -416186.750000 Penalty: 2663.303955
	Iteration 4Q: 3 clusters Score -416186.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -416247.500000 Penalty: 2663.303955
	Iteration 5Q: 3 clusters Score -416247.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -416286.468750 Penalty: 2663.303955
	Iteration 6Q: 3 clusters Score -416286.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -416319.250000 Penalty: 2663.303955
	Iteration 7Q: 3 clusters Score -416319.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -416344.656250 Penalty: 2663.303955
	Iteration 8Q: 3 clusters Score -416344.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -416368.468750 Penalty: 2663.303955
	Iteration 9Q: 3 clusters Score -416368.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -416387.000000 Penalty: 2663.303955
	Iteration 10Q: 3 clusters Score -416387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -416402.718750 Penalty: 2663.303955
	Iteration 11Q: 3 clusters Score -416402.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -416425.437500 Penalty: 2663.303955
	Iteration 12Q: 3 clusters Score -416425.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -416446.687500 Penalty: 2663.303955
	Iteration 13Q: 3 clusters Score -416446.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -416466.156250 Penalty: 2663.303955
	Iteration 14Q: 3 clusters Score -416466.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -416487.062500 Penalty: 2663.303955
	Iteration 15Q: 3 clusters Score -416487.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -416509.031250 Penalty: 2663.303955
	Iteration 16Q: 3 clusters Score -416509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -416528.906250 Penalty: 2663.303955
	Iteration 17Q: 3 clusters Score -416528.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -416551.531250 Penalty: 2663.303955
	Iteration 18Q: 3 clusters Score -416551.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -416581.875000 Penalty: 2663.303955
	Iteration 19Q: 3 clusters Score -416581.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -416612.218750 Penalty: 2663.303955
	Iteration 20F: 3 clusters Score -416612.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -416643.250000 Penalty: 2663.303955
	Iteration 21Q: 3 clusters Score -416643.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -416671.718750 Penalty: 2663.303955
	Iteration 22Q: 3 clusters Score -416671.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -416700.000000 Penalty: 2663.303955
	Iteration 23Q: 3 clusters Score -416700 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -416732.218750 Penalty: 2663.303955
	Iteration 24Q: 3 clusters Score -416732.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -416769.218750 Penalty: 2663.303955
	Iteration 25Q: 3 clusters Score -416769.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -416808.031250 Penalty: 2663.303955
	Iteration 26Q: 3 clusters Score -416808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -416838.343750 Penalty: 2663.303955
	Iteration 27Q: 3 clusters Score -416838.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -416876.062500 Penalty: 2663.303955
	Iteration 28Q: 3 clusters Score -416876.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -416911.531250 Penalty: 2663.303955
	Iteration 29Q: 3 clusters Score -416911.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -416949.218750 Penalty: 2663.303955
	Iteration 30Q: 3 clusters Score -416949.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -416981.125000 Penalty: 2663.303955
	Iteration 31Q: 3 clusters Score -416981.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -417001.781250 Penalty: 2663.303955
	Iteration 32Q: 3 clusters Score -417001.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -417018.031250 Penalty: 2663.303955
	Iteration 33Q: 3 clusters Score -417018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -417034.062500 Penalty: 2663.303955
	Iteration 34Q: 3 clusters Score -417034.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -417044.218750 Penalty: 2663.303955
	Iteration 35Q: 3 clusters Score -417044.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -417050.125000 Penalty: 2663.303955
	Iteration 36Q: 3 clusters Score -417050.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -417055.125000 Penalty: 2663.303955
	Iteration 37Q: 3 clusters Score -417055.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -417063.062500 Penalty: 2663.303955
	Iteration 38Q: 3 clusters Score -417063.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -417070.281250 Penalty: 2663.303955
	Iteration 39Q: 3 clusters Score -417070.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -417072.843750 Penalty: 2663.303955
	Iteration 40F: 3 clusters Score -417072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -417073.843750 Penalty: 2663.303955
	Iteration 41Q: 3 clusters Score -417073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -417076.718750 Penalty: 2663.303955
	Iteration 42Q: 3 clusters Score -417076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -417080.343750 Penalty: 2663.303955
	Iteration 43Q: 3 clusters Score -417080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -417084.468750 Penalty: 2663.303955
	Iteration 44Q: 3 clusters Score -417084.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -417089.687500 Penalty: 2663.303955
	Iteration 45Q: 3 clusters Score -417089.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -417099.125000 Penalty: 2663.303955
	Iteration 46Q: 3 clusters Score -417099.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -417106.031250 Penalty: 2663.303955
	Iteration 47Q: 3 clusters Score -417106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -417108.187500 Penalty: 2663.303955
	Iteration 48Q: 3 clusters Score -417108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -417108.187500 Penalty: 2663.303955
	Iteration 49F: 3 clusters Score -417108.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Entering Unmasked Estep 
Score: -153624.046875 Penalty: 1207.393555
	Iteration 0F: 2 clusters Score -153624 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 870 members 
Entering Unmasked Estep 
Score: -151742.343750 Penalty: 2414.787109
	Iteration 0F: 3 clusters Score -151742.3 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -152220.968750 Penalty: 2414.787109
	Iteration 1F: 3 clusters Score -152221 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -152515.062500 Penalty: 2414.787109
	Iteration 2F: 3 clusters Score -152515.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -152747.843750 Penalty: 2414.787109
	Iteration 3F: 3 clusters Score -152747.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -152982.343750 Penalty: 2414.787109
	Iteration 4F: 3 clusters Score -152982.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153210.687500 Penalty: 2414.787109
	Iteration 5F: 3 clusters Score -153210.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -153318.484375 Penalty: 2414.787109
	Iteration 6F: 3 clusters Score -153318.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -153368.609375 Penalty: 2414.787109
	Iteration 7Q: 3 clusters Score -153368.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153400.109375 Penalty: 2414.787109
	Iteration 8Q: 3 clusters Score -153400.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153415.437500 Penalty: 2414.787109
	Iteration 9Q: 3 clusters Score -153415.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -153426.656250 Penalty: 2414.787109
	Iteration 10Q: 3 clusters Score -153426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -153434.312500 Penalty: 2414.787109
	Iteration 11Q: 3 clusters Score -153434.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -153440.296875 Penalty: 2414.787109
	Iteration 12Q: 3 clusters Score -153440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153443.281250 Penalty: 2414.787109
	Iteration 13Q: 3 clusters Score -153443.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153443.281250 Penalty: 2414.787109
	Iteration 14F: 3 clusters Score -153443.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62274.339844 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62274.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61318.566406 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61318.57 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61423.230469 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61423.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61459.773438 Penalty: 1927.116455
	Iteration 2F: 3 clusters Score -61459.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61471.105469 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61471.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61472.210938 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -61472.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -61473.722656 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -61473.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61474.789062 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -61474.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61474.789062 Penalty: 1927.116455
	Iteration 7F: 3 clusters Score -61474.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Entering Unmasked Estep 
Score: -948373.125000 Penalty: 1466.949097
	Iteration 0F: 2 clusters Score -948373.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -942293.750000 Penalty: 2933.898193
	Iteration 0F: 3 clusters Score -942293.8 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -944258.375000 Penalty: 2933.898193
	Iteration 1F: 3 clusters Score -944258.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -944480.062500 Penalty: 2933.898193
	Iteration 2F: 3 clusters Score -944480.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -944616.125000 Penalty: 2933.898193
	Iteration 3Q: 3 clusters Score -944616.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -944720.750000 Penalty: 2933.898193
	Iteration 4Q: 3 clusters Score -944720.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -944810.500000 Penalty: 2933.898193
	Iteration 5Q: 3 clusters Score -944810.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -944894.875000 Penalty: 2933.898193
	Iteration 6Q: 3 clusters Score -944894.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -944979.312500 Penalty: 2933.898193
	Iteration 7Q: 3 clusters Score -944979.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -945090.375000 Penalty: 2933.898193
	Iteration 8Q: 3 clusters Score -945090.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -945215.750000 Penalty: 2933.898193
	Iteration 9Q: 3 clusters Score -945215.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -945364.875000 Penalty: 2933.898193
	Iteration 10Q: 3 clusters Score -945364.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -945509.000000 Penalty: 2933.898193
	Iteration 11Q: 3 clusters Score -945509 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -945692.875000 Penalty: 2933.898193
	Iteration 12Q: 3 clusters Score -945692.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -945896.250000 Penalty: 2933.898193
	Iteration 13Q: 3 clusters Score -945896.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -946137.562500 Penalty: 2933.898193
	Iteration 14Q: 3 clusters Score -946137.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -946364.375000 Penalty: 2933.898193
	Iteration 15Q: 3 clusters Score -946364.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -946553.250000 Penalty: 2933.898193
	Iteration 16Q: 3 clusters Score -946553.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -946693.187500 Penalty: 2933.898193
	Iteration 17Q: 3 clusters Score -946693.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -946801.937500 Penalty: 2933.898193
	Iteration 18Q: 3 clusters Score -946801.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -946883.312500 Penalty: 2933.898193
	Iteration 19Q: 3 clusters Score -946883.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -946933.062500 Penalty: 2933.898193
	Iteration 20F: 3 clusters Score -946933.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -946966.687500 Penalty: 2933.898193
	Iteration 21Q: 3 clusters Score -946966.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -946993.250000 Penalty: 2933.898193
	Iteration 22Q: 3 clusters Score -946993.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -947016.437500 Penalty: 2933.898193
	Iteration 23Q: 3 clusters Score -947016.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -947033.750000 Penalty: 2933.898193
	Iteration 24Q: 3 clusters Score -947033.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -947046.687500 Penalty: 2933.898193
	Iteration 25Q: 3 clusters Score -947046.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -947054.187500 Penalty: 2933.898193
	Iteration 26Q: 3 clusters Score -947054.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -947063.687500 Penalty: 2933.898193
	Iteration 27Q: 3 clusters Score -947063.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -947071.187500 Penalty: 2933.898193
	Iteration 28Q: 3 clusters Score -947071.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -947074.562500 Penalty: 2933.898193
	Iteration 29Q: 3 clusters Score -947074.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -947076.687500 Penalty: 2933.898193
	Iteration 30Q: 3 clusters Score -947076.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -947080.250000 Penalty: 2933.898193
	Iteration 31Q: 3 clusters Score -947080.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -947084.062500 Penalty: 2933.898193
	Iteration 32Q: 3 clusters Score -947084.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -947086.062500 Penalty: 2933.898193
	Iteration 33Q: 3 clusters Score -947086.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -947088.812500 Penalty: 2933.898193
	Iteration 34Q: 3 clusters Score -947088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -947087.750000 Penalty: 2933.898193
	Iteration 35Q: 3 clusters Score -947087.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -947089.375000 Penalty: 2933.898193
	Iteration 36Q: 3 clusters Score -947089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -947091.062500 Penalty: 2933.898193
	Iteration 37Q: 3 clusters Score -947091.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -947091.000000 Penalty: 2933.898193
	Iteration 38Q: 3 clusters Score -947091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -947092.562500 Penalty: 2933.898193
	Iteration 39Q: 3 clusters Score -947092.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -947092.437500 Penalty: 2933.898193
	Iteration 40F: 3 clusters Score -947092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -947093.250000 Penalty: 2933.898193
	Iteration 41Q: 3 clusters Score -947093.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -947093.250000 Penalty: 2933.898193
	Iteration 42Q: 3 clusters Score -947093.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -947093.125000 Penalty: 2933.898193
	Iteration 43Q: 3 clusters Score -947093.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -947094.187500 Penalty: 2933.898193
	Iteration 44Q: 3 clusters Score -947094.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -947094.750000 Penalty: 2933.898193
	Iteration 45Q: 3 clusters Score -947094.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -947094.875000 Penalty: 2933.898193
	Iteration 46Q: 3 clusters Score -947094.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -947094.875000 Penalty: 2933.898193
	Iteration 47F: 3 clusters Score -947094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Entering Unmasked Estep 
Score: -2129053.000000 Penalty: 1598.707886
	Iteration 0F: 2 clusters Score -2129053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2116291.750000 Penalty: 3197.415771
	Iteration 0F: 3 clusters Score -2116292 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -2120934.500000 Penalty: 3197.415771
	Iteration 1F: 3 clusters Score -2120934 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2121411.750000 Penalty: 3197.415771
	Iteration 2F: 3 clusters Score -2121412 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2122094.000000 Penalty: 3197.415771
	Iteration 3F: 3 clusters Score -2122094 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2123042.000000 Penalty: 3197.415771
	Iteration 4F: 3 clusters Score -2123042 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2124130.000000 Penalty: 3197.415771
	Iteration 5F: 3 clusters Score -2124130 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -2125259.250000 Penalty: 3197.415771
	Iteration 6F: 3 clusters Score -2125259 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2126329.500000 Penalty: 3197.415771
	Iteration 7F: 3 clusters Score -2126330 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2127087.750000 Penalty: 3197.415771
	Iteration 8Q: 3 clusters Score -2127088 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2127506.250000 Penalty: 3197.415771
	Iteration 9Q: 3 clusters Score -2127506 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2127679.500000 Penalty: 3197.415771
	Iteration 10Q: 3 clusters Score -2127680 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -2127777.000000 Penalty: 3197.415771
	Iteration 11Q: 3 clusters Score -2127777 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -2127852.250000 Penalty: 3197.415771
	Iteration 12Q: 3 clusters Score -2127852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2127897.750000 Penalty: 3197.415771
	Iteration 13Q: 3 clusters Score -2127898 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2127937.500000 Penalty: 3197.415771
	Iteration 14Q: 3 clusters Score -2127938 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2127977.500000 Penalty: 3197.415771
	Iteration 15Q: 3 clusters Score -2127978 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2128039.000000 Penalty: 3197.415771
	Iteration 16Q: 3 clusters Score -2128039 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2128087.500000 Penalty: 3197.415771
	Iteration 17Q: 3 clusters Score -2128088 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2128131.750000 Penalty: 3197.415771
	Iteration 18Q: 3 clusters Score -2128132 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2128165.750000 Penalty: 3197.415771
	Iteration 19Q: 3 clusters Score -2128166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2128204.000000 Penalty: 3197.415771
	Iteration 20F: 3 clusters Score -2128204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2128244.750000 Penalty: 3197.415771
	Iteration 21Q: 3 clusters Score -2128245 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2128274.750000 Penalty: 3197.415771
	Iteration 22Q: 3 clusters Score -2128275 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2128306.250000 Penalty: 3197.415771
	Iteration 23Q: 3 clusters Score -2128306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2128344.250000 Penalty: 3197.415771
	Iteration 24Q: 3 clusters Score -2128344 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2128380.250000 Penalty: 3197.415771
	Iteration 25Q: 3 clusters Score -2128380 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -2128399.500000 Penalty: 3197.415771
	Iteration 26Q: 3 clusters Score -2128400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2128420.250000 Penalty: 3197.415771
	Iteration 27Q: 3 clusters Score -2128420 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2128437.000000 Penalty: 3197.415771
	Iteration 28Q: 3 clusters Score -2128437 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2128456.750000 Penalty: 3197.415771
	Iteration 29Q: 3 clusters Score -2128457 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2128462.250000 Penalty: 3197.415771
	Iteration 30Q: 3 clusters Score -2128462 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2128475.500000 Penalty: 3197.415771
	Iteration 31Q: 3 clusters Score -2128476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2128481.000000 Penalty: 3197.415771
	Iteration 32Q: 3 clusters Score -2128481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -2128486.000000 Penalty: 3197.415771
	Iteration 33Q: 3 clusters Score -2128486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2128481.250000 Penalty: 3197.415771
	Iteration 34Q: 3 clusters Score -2128481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2128484.750000 Penalty: 3197.415771
	Iteration 35Q: 3 clusters Score -2128485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2128485.000000 Penalty: 3197.415771
	Iteration 36Q: 3 clusters Score -2128485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2128490.000000 Penalty: 3197.415771
	Iteration 37Q: 3 clusters Score -2128490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2128497.000000 Penalty: 3197.415771
	Iteration 38Q: 3 clusters Score -2128497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2128493.250000 Penalty: 3197.415771
	Iteration 39Q: 3 clusters Score -2128493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -2128498.500000 Penalty: 3197.415771
	Iteration 40F: 3 clusters Score -2128498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -2128502.250000 Penalty: 3197.415771
	Iteration 41Q: 3 clusters Score -2128502 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2128507.750000 Penalty: 3197.415771
	Iteration 42Q: 3 clusters Score -2128508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2128511.500000 Penalty: 3197.415771
	Iteration 43Q: 3 clusters Score -2128512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2128512.250000 Penalty: 3197.415771
	Iteration 44Q: 3 clusters Score -2128512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2128512.250000 Penalty: 3197.415771
	Iteration 45Q: 3 clusters Score -2128512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2128515.250000 Penalty: 3197.415771
	Iteration 46Q: 3 clusters Score -2128515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2128521.750000 Penalty: 3197.415771
	Iteration 47Q: 3 clusters Score -2128522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2128522.250000 Penalty: 3197.415771
	Iteration 48Q: 3 clusters Score -2128522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2128526.000000 Penalty: 3197.415771
	Iteration 49Q: 3 clusters Score -2128526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2128531.500000 Penalty: 3197.415771
	Iteration 50Q: 3 clusters Score -2128532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2128530.000000 Penalty: 3197.415771
	Iteration 51Q: 3 clusters Score -2128530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2128534.500000 Penalty: 3197.415771
	Iteration 52Q: 3 clusters Score -2128534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2128534.750000 Penalty: 3197.415771
	Iteration 53Q: 3 clusters Score -2128535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2128535.500000 Penalty: 3197.415771
	Iteration 54Q: 3 clusters Score -2128536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2128536.750000 Penalty: 3197.415771
	Iteration 55Q: 3 clusters Score -2128537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2128540.000000 Penalty: 3197.415771
	Iteration 56Q: 3 clusters Score -2128540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2128544.750000 Penalty: 3197.415771
	Iteration 57Q: 3 clusters Score -2128545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2128544.250000 Penalty: 3197.415771
	Iteration 58Q: 3 clusters Score -2128544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2128547.000000 Penalty: 3197.415771
	Iteration 59Q: 3 clusters Score -2128547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2128546.000000 Penalty: 3197.415771
	Iteration 60F: 3 clusters Score -2128546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2128544.250000 Penalty: 3197.415771
	Iteration 61Q: 3 clusters Score -2128544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2128543.500000 Penalty: 3197.415771
	Iteration 62Q: 3 clusters Score -2128544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2128545.250000 Penalty: 3197.415771
	Iteration 63Q: 3 clusters Score -2128545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2128544.000000 Penalty: 3197.415771
	Iteration 64Q: 3 clusters Score -2128544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2128546.250000 Penalty: 3197.415771
	Iteration 65Q: 3 clusters Score -2128546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16692 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -2128546.250000 Penalty: 3197.415771
	Iteration 66F: 3 clusters Score -2128546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -40535.292969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -40535.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -39479.644531 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -39479.64 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -39839.066406 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -39839.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -39947.406250 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -39947.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -40003.664062 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -40003.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -40034.335938 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -40034.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -40057.699219 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -40057.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -40070.988281 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -40070.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -40076.464844 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -40076.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -40086.972656 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -40086.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -40090.386719 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -40090.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -40091.824219 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -40091.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -40091.824219 Penalty: 2083.841064
	Iteration 11F: 3 clusters Score -40091.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -665859.937500 Penalty: 1410.636719
	Iteration 0F: 2 clusters Score -665859.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -661400.062500 Penalty: 2821.273438
	Iteration 0F: 3 clusters Score -661400.1 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -662646.687500 Penalty: 2821.273438
	Iteration 1F: 3 clusters Score -662646.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -662853.875000 Penalty: 2821.273438
	Iteration 2F: 3 clusters Score -662853.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -663001.375000 Penalty: 2821.273438
	Iteration 3F: 3 clusters Score -663001.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -663111.500000 Penalty: 2821.273438
	Iteration 4Q: 3 clusters Score -663111.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -663224.437500 Penalty: 2821.273438
	Iteration 5Q: 3 clusters Score -663224.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -663338.000000 Penalty: 2821.273438
	Iteration 6Q: 3 clusters Score -663338 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -663455.312500 Penalty: 2821.273438
	Iteration 7Q: 3 clusters Score -663455.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -663585.750000 Penalty: 2821.273438
	Iteration 8Q: 3 clusters Score -663585.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -663736.437500 Penalty: 2821.273438
	Iteration 9Q: 3 clusters Score -663736.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -663896.125000 Penalty: 2821.273438
	Iteration 10Q: 3 clusters Score -663896.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -664017.500000 Penalty: 2821.273438
	Iteration 11Q: 3 clusters Score -664017.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -664131.062500 Penalty: 2821.273438
	Iteration 12Q: 3 clusters Score -664131.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -664235.187500 Penalty: 2821.273438
	Iteration 13Q: 3 clusters Score -664235.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -664333.750000 Penalty: 2821.273438
	Iteration 14Q: 3 clusters Score -664333.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -664414.437500 Penalty: 2821.273438
	Iteration 15Q: 3 clusters Score -664414.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -664476.687500 Penalty: 2821.273438
	Iteration 16Q: 3 clusters Score -664476.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -664518.875000 Penalty: 2821.273438
	Iteration 17Q: 3 clusters Score -664518.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -664547.875000 Penalty: 2821.273438
	Iteration 18Q: 3 clusters Score -664547.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -664577.750000 Penalty: 2821.273438
	Iteration 19Q: 3 clusters Score -664577.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -664608.312500 Penalty: 2821.273438
	Iteration 20F: 3 clusters Score -664608.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -664638.500000 Penalty: 2821.273438
	Iteration 21Q: 3 clusters Score -664638.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -664668.562500 Penalty: 2821.273438
	Iteration 22Q: 3 clusters Score -664668.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -664686.500000 Penalty: 2821.273438
	Iteration 23Q: 3 clusters Score -664686.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -664708.812500 Penalty: 2821.273438
	Iteration 24Q: 3 clusters Score -664708.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -664725.375000 Penalty: 2821.273438
	Iteration 25Q: 3 clusters Score -664725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -664736.437500 Penalty: 2821.273438
	Iteration 26Q: 3 clusters Score -664736.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -664748.062500 Penalty: 2821.273438
	Iteration 27Q: 3 clusters Score -664748.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -664753.312500 Penalty: 2821.273438
	Iteration 28Q: 3 clusters Score -664753.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -664757.562500 Penalty: 2821.273438
	Iteration 29Q: 3 clusters Score -664757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -664761.437500 Penalty: 2821.273438
	Iteration 30Q: 3 clusters Score -664761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -664764.437500 Penalty: 2821.273438
	Iteration 31Q: 3 clusters Score -664764.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -664768.062500 Penalty: 2821.273438
	Iteration 32Q: 3 clusters Score -664768.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -664767.687500 Penalty: 2821.273438
	Iteration 33Q: 3 clusters Score -664767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -664768.000000 Penalty: 2821.273438
	Iteration 34Q: 3 clusters Score -664768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -664768.000000 Penalty: 2821.273438
	Iteration 35F: 3 clusters Score -664768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Entering Unmasked Estep 
Score: -135873.953125 Penalty: 1153.620239
	Iteration 0F: 2 clusters Score -135874 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 627 members 
Entering Unmasked Estep 
Score: -134312.890625 Penalty: 2307.240479
	Iteration 0F: 3 clusters Score -134312.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134562.484375 Penalty: 2307.240479
	Iteration 1F: 3 clusters Score -134562.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -134660.171875 Penalty: 2307.240479
	Iteration 2F: 3 clusters Score -134660.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134728.203125 Penalty: 2307.240479
	Iteration 3Q: 3 clusters Score -134728.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134775.312500 Penalty: 2307.240479
	Iteration 4Q: 3 clusters Score -134775.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -134821.812500 Penalty: 2307.240479
	Iteration 5Q: 3 clusters Score -134821.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -134875.296875 Penalty: 2307.240479
	Iteration 6Q: 3 clusters Score -134875.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -134941.562500 Penalty: 2307.240479
	Iteration 7Q: 3 clusters Score -134941.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -134973.296875 Penalty: 2307.240479
	Iteration 8Q: 3 clusters Score -134973.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -134991.453125 Penalty: 2307.240479
	Iteration 9Q: 3 clusters Score -134991.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -135007.531250 Penalty: 2307.240479
	Iteration 10Q: 3 clusters Score -135007.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -135016.796875 Penalty: 2307.240479
	Iteration 11Q: 3 clusters Score -135016.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -135038.156250 Penalty: 2307.240479
	Iteration 12Q: 3 clusters Score -135038.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135064.609375 Penalty: 2307.240479
	Iteration 13Q: 3 clusters Score -135064.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -135084.203125 Penalty: 2307.240479
	Iteration 14Q: 3 clusters Score -135084.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -135110.265625 Penalty: 2307.240479
	Iteration 15Q: 3 clusters Score -135110.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -135127.296875 Penalty: 2307.240479
	Iteration 16Q: 3 clusters Score -135127.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -135144.375000 Penalty: 2307.240479
	Iteration 17Q: 3 clusters Score -135144.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -135159.765625 Penalty: 2307.240479
	Iteration 18Q: 3 clusters Score -135159.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -135178.031250 Penalty: 2307.240479
	Iteration 19Q: 3 clusters Score -135178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -135194.281250 Penalty: 2307.240479
	Iteration 20F: 3 clusters Score -135194.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -135205.093750 Penalty: 2307.240479
	Iteration 21Q: 3 clusters Score -135205.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -135214.562500 Penalty: 2307.240479
	Iteration 22Q: 3 clusters Score -135214.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -135220.593750 Penalty: 2307.240479
	Iteration 23Q: 3 clusters Score -135220.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -135222.953125 Penalty: 2307.240479
	Iteration 24Q: 3 clusters Score -135223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -135225.406250 Penalty: 2307.240479
	Iteration 25Q: 3 clusters Score -135225.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135229.390625 Penalty: 2307.240479
	Iteration 26Q: 3 clusters Score -135229.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135232.812500 Penalty: 2307.240479
	Iteration 27Q: 3 clusters Score -135232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135235.781250 Penalty: 2307.240479
	Iteration 28Q: 3 clusters Score -135235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -135235.781250 Penalty: 2307.240479
	Iteration 29F: 3 clusters Score -135235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Entering Unmasked Estep 
Score: -5190775.000000 Penalty: 1739.350220
	Iteration 0F: 2 clusters Score -5190775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -5161195.000000 Penalty: 3478.700439
	Iteration 0F: 3 clusters Score -5161195 nChanged 20804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5172806.000000 Penalty: 3478.700439
	Iteration 1F: 3 clusters Score -5172806 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5173328.000000 Penalty: 3478.700439
	Iteration 2Q: 3 clusters Score -5173328 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 23534 members 
Entering Unmasked Estep 
Score: -5173868.500000 Penalty: 3478.700439
	Iteration 3Q: 3 clusters Score -5173868 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5174476.500000 Penalty: 3478.700439
	Iteration 4Q: 3 clusters Score -5174476 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -5175292.000000 Penalty: 3478.700439
	Iteration 5Q: 3 clusters Score -5175292 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 26609 members 
Entering Unmasked Estep 
Score: -5176423.000000 Penalty: 3478.700439
	Iteration 6F: 3 clusters Score -5176423 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -5178017.000000 Penalty: 3478.700439
	Iteration 7F: 3 clusters Score -5178017 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -5180262.500000 Penalty: 3478.700439
	Iteration 8F: 3 clusters Score -5180262 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -5182695.000000 Penalty: 3478.700439
	Iteration 9F: 3 clusters Score -5182695 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -5184558.000000 Penalty: 3478.700439
	Iteration 10Q: 3 clusters Score -5184558 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -5185735.500000 Penalty: 3478.700439
	Iteration 11Q: 3 clusters Score -5185736 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -5186517.000000 Penalty: 3478.700439
	Iteration 12Q: 3 clusters Score -5186517 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -5187068.500000 Penalty: 3478.700439
	Iteration 13Q: 3 clusters Score -5187068 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -5187473.500000 Penalty: 3478.700439
	Iteration 14Q: 3 clusters Score -5187474 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -5187774.500000 Penalty: 3478.700439
	Iteration 15Q: 3 clusters Score -5187774 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -5188089.500000 Penalty: 3478.700439
	Iteration 16Q: 3 clusters Score -5188090 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -5188378.500000 Penalty: 3478.700439
	Iteration 17Q: 3 clusters Score -5188378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
Score: -5188702.000000 Penalty: 3478.700439
	Iteration 18Q: 3 clusters Score -5188702 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -5188950.500000 Penalty: 3478.700439
	Iteration 19Q: 3 clusters Score -5188950 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -5189202.000000 Penalty: 3478.700439
	Iteration 20F: 3 clusters Score -5189202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -5189388.500000 Penalty: 3478.700439
	Iteration 21Q: 3 clusters Score -5189388 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -5189571.000000 Penalty: 3478.700439
	Iteration 22Q: 3 clusters Score -5189571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 42229 members 
Entering Unmasked Estep 
Score: -5189672.500000 Penalty: 3478.700439
	Iteration 23Q: 3 clusters Score -5189672 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -5189750.000000 Penalty: 3478.700439
	Iteration 24Q: 3 clusters Score -5189750 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 42478 members 
Entering Unmasked Estep 
Score: -5189837.500000 Penalty: 3478.700439
	Iteration 25Q: 3 clusters Score -5189838 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -5189901.500000 Penalty: 3478.700439
	Iteration 26Q: 3 clusters Score -5189902 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -5189941.500000 Penalty: 3478.700439
	Iteration 27Q: 3 clusters Score -5189942 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -5189948.500000 Penalty: 3478.700439
	Iteration 28Q: 3 clusters Score -5189948 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -5189972.000000 Penalty: 3478.700439
	Iteration 29Q: 3 clusters Score -5189972 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -5189980.000000 Penalty: 3478.700439
	Iteration 30Q: 3 clusters Score -5189980 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -5189974.500000 Penalty: 3478.700439
	Iteration 31Q: 3 clusters Score -5189974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 42778 members 
Entering Unmasked Estep 
Score: -5189992.000000 Penalty: 3478.700439
	Iteration 32Q: 3 clusters Score -5189992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -5189995.000000 Penalty: 3478.700439
	Iteration 33Q: 3 clusters Score -5189995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -5189999.000000 Penalty: 3478.700439
	Iteration 34Q: 3 clusters Score -5189999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -5189990.500000 Penalty: 3478.700439
	Iteration 35Q: 3 clusters Score -5189990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -5189996.000000 Penalty: 3478.700439
	Iteration 36Q: 3 clusters Score -5189996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5189997.500000 Penalty: 3478.700439
	Iteration 37Q: 3 clusters Score -5189998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -5190000.000000 Penalty: 3478.700439
	Iteration 38Q: 3 clusters Score -5190000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -5189996.500000 Penalty: 3478.700439
	Iteration 39Q: 3 clusters Score -5189996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5189990.500000 Penalty: 3478.700439
	Iteration 40F: 3 clusters Score -5189990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5189992.500000 Penalty: 3478.700439
	Iteration 41Q: 3 clusters Score -5189992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -5189991.000000 Penalty: 3478.700439
	Iteration 42Q: 3 clusters Score -5189991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5189994.000000 Penalty: 3478.700439
	Iteration 43Q: 3 clusters Score -5189994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5189996.000000 Penalty: 3478.700439
	Iteration 44Q: 3 clusters Score -5189996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -5189998.500000 Penalty: 3478.700439
	Iteration 45Q: 3 clusters Score -5189998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5190001.000000 Penalty: 3478.700439
	Iteration 46Q: 3 clusters Score -5190001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5189999.000000 Penalty: 3478.700439
	Iteration 47Q: 3 clusters Score -5189999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5189991.000000 Penalty: 3478.700439
	Iteration 48Q: 3 clusters Score -5189991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5189997.500000 Penalty: 3478.700439
	Iteration 49Q: 3 clusters Score -5189998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5189997.000000 Penalty: 3478.700439
	Iteration 50Q: 3 clusters Score -5189997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -5190001.000000 Penalty: 3478.700439
	Iteration 51Q: 3 clusters Score -5190001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5190006.000000 Penalty: 3478.700439
	Iteration 52Q: 3 clusters Score -5190006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5190006.000000 Penalty: 3478.700439
	Iteration 53F: 3 clusters Score -5190006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Entering Unmasked Estep 
Score: -827547.937500 Penalty: 1451.591797
	Iteration 0F: 2 clusters Score -827547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -821918.000000 Penalty: 2903.183594
	Iteration 0F: 3 clusters Score -821918 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -823853.625000 Penalty: 2903.183594
	Iteration 1F: 3 clusters Score -823853.6 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -824272.812500 Penalty: 2903.183594
	Iteration 2F: 3 clusters Score -824272.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -824676.812500 Penalty: 2903.183594
	Iteration 3F: 3 clusters Score -824676.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -825064.500000 Penalty: 2903.183594
	Iteration 4F: 3 clusters Score -825064.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -825356.750000 Penalty: 2903.183594
	Iteration 5F: 3 clusters Score -825356.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -825582.187500 Penalty: 2903.183594
	Iteration 6Q: 3 clusters Score -825582.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -825741.312500 Penalty: 2903.183594
	Iteration 7Q: 3 clusters Score -825741.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -825865.312500 Penalty: 2903.183594
	Iteration 8Q: 3 clusters Score -825865.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -825964.125000 Penalty: 2903.183594
	Iteration 9Q: 3 clusters Score -825964.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -826044.312500 Penalty: 2903.183594
	Iteration 10Q: 3 clusters Score -826044.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -826100.562500 Penalty: 2903.183594
	Iteration 11Q: 3 clusters Score -826100.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -826162.437500 Penalty: 2903.183594
	Iteration 12Q: 3 clusters Score -826162.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -826208.437500 Penalty: 2903.183594
	Iteration 13Q: 3 clusters Score -826208.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -826243.312500 Penalty: 2903.183594
	Iteration 14Q: 3 clusters Score -826243.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -826274.500000 Penalty: 2903.183594
	Iteration 15Q: 3 clusters Score -826274.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -826293.937500 Penalty: 2903.183594
	Iteration 16Q: 3 clusters Score -826293.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -826309.250000 Penalty: 2903.183594
	Iteration 17Q: 3 clusters Score -826309.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -826323.375000 Penalty: 2903.183594
	Iteration 18Q: 3 clusters Score -826323.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -826332.437500 Penalty: 2903.183594
	Iteration 19Q: 3 clusters Score -826332.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -826340.000000 Penalty: 2903.183594
	Iteration 20F: 3 clusters Score -826340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -826352.625000 Penalty: 2903.183594
	Iteration 21Q: 3 clusters Score -826352.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -826360.000000 Penalty: 2903.183594
	Iteration 22Q: 3 clusters Score -826360 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -826366.750000 Penalty: 2903.183594
	Iteration 23Q: 3 clusters Score -826366.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -826368.000000 Penalty: 2903.183594
	Iteration 24Q: 3 clusters Score -826368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -826373.250000 Penalty: 2903.183594
	Iteration 25Q: 3 clusters Score -826373.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -826376.062500 Penalty: 2903.183594
	Iteration 26Q: 3 clusters Score -826376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -826378.250000 Penalty: 2903.183594
	Iteration 27Q: 3 clusters Score -826378.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -826382.375000 Penalty: 2903.183594
	Iteration 28Q: 3 clusters Score -826382.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -826381.875000 Penalty: 2903.183594
	Iteration 29Q: 3 clusters Score -826381.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -826386.125000 Penalty: 2903.183594
	Iteration 30Q: 3 clusters Score -826386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -826386.812500 Penalty: 2903.183594
	Iteration 31Q: 3 clusters Score -826386.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -826385.687500 Penalty: 2903.183594
	Iteration 32Q: 3 clusters Score -826385.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -826386.312500 Penalty: 2903.183594
	Iteration 33Q: 3 clusters Score -826386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -826387.125000 Penalty: 2903.183594
	Iteration 34Q: 3 clusters Score -826387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -826388.062500 Penalty: 2903.183594
	Iteration 35Q: 3 clusters Score -826388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -826387.375000 Penalty: 2903.183594
	Iteration 36Q: 3 clusters Score -826387.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -826388.625000 Penalty: 2903.183594
	Iteration 37Q: 3 clusters Score -826388.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -826389.750000 Penalty: 2903.183594
	Iteration 38Q: 3 clusters Score -826389.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -826389.687500 Penalty: 2903.183594
	Iteration 39Q: 3 clusters Score -826389.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -826390.562500 Penalty: 2903.183594
	Iteration 40F: 3 clusters Score -826390.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -826392.937500 Penalty: 2903.183594
	Iteration 41Q: 3 clusters Score -826392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -826395.125000 Penalty: 2903.183594
	Iteration 42Q: 3 clusters Score -826395.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -826395.250000 Penalty: 2903.183594
	Iteration 43Q: 3 clusters Score -826395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -826393.625000 Penalty: 2903.183594
	Iteration 44Q: 3 clusters Score -826393.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -826395.625000 Penalty: 2903.183594
	Iteration 45Q: 3 clusters Score -826395.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -826396.250000 Penalty: 2903.183594
	Iteration 46Q: 3 clusters Score -826396.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -826398.000000 Penalty: 2903.183594
	Iteration 47Q: 3 clusters Score -826398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -826398.000000 Penalty: 2903.183594
	Iteration 48Q: 3 clusters Score -826398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -826400.312500 Penalty: 2903.183594
	Iteration 49Q: 3 clusters Score -826400.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -826403.125000 Penalty: 2903.183594
	Iteration 50Q: 3 clusters Score -826403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -826406.562500 Penalty: 2903.183594
	Iteration 51Q: 3 clusters Score -826406.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -826406.812500 Penalty: 2903.183594
	Iteration 52Q: 3 clusters Score -826406.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -826411.000000 Penalty: 2903.183594
	Iteration 53Q: 3 clusters Score -826411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -826414.687500 Penalty: 2903.183594
	Iteration 54Q: 3 clusters Score -826414.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -826417.375000 Penalty: 2903.183594
	Iteration 55Q: 3 clusters Score -826417.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -826421.750000 Penalty: 2903.183594
	Iteration 56Q: 3 clusters Score -826421.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -826422.375000 Penalty: 2903.183594
	Iteration 57Q: 3 clusters Score -826422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -826424.000000 Penalty: 2903.183594
	Iteration 58Q: 3 clusters Score -826424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -826430.000000 Penalty: 2903.183594
	Iteration 59Q: 3 clusters Score -826430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -826428.937500 Penalty: 2903.183594
	Iteration 60F: 3 clusters Score -826428.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -826431.250000 Penalty: 2903.183594
	Iteration 61Q: 3 clusters Score -826431.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -826432.500000 Penalty: 2903.183594
	Iteration 62Q: 3 clusters Score -826432.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -826433.187500 Penalty: 2903.183594
	Iteration 63Q: 3 clusters Score -826433.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -826435.500000 Penalty: 2903.183594
	Iteration 64Q: 3 clusters Score -826435.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -826435.687500 Penalty: 2903.183594
	Iteration 65Q: 3 clusters Score -826435.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -826435.937500 Penalty: 2903.183594
	Iteration 66Q: 3 clusters Score -826435.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -826434.937500 Penalty: 2903.183594
	Iteration 67Q: 3 clusters Score -826434.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -826435.437500 Penalty: 2903.183594
	Iteration 68Q: 3 clusters Score -826435.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -826435.437500 Penalty: 2903.183594
	Iteration 69F: 3 clusters Score -826435.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -391224.218750 Penalty: 1327.010132
	Iteration 0F: 2 clusters Score -391224.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -388223.468750 Penalty: 2654.020264
	Iteration 0F: 3 clusters Score -388223.5 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -389052.000000 Penalty: 2654.020264
	Iteration 1F: 3 clusters Score -389052 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -389259.093750 Penalty: 2654.020264
	Iteration 2F: 3 clusters Score -389259.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -389389.781250 Penalty: 2654.020264
	Iteration 3F: 3 clusters Score -389389.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -389501.343750 Penalty: 2654.020264
	Iteration 4Q: 3 clusters Score -389501.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -389632.656250 Penalty: 2654.020264
	Iteration 5Q: 3 clusters Score -389632.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -389749.000000 Penalty: 2654.020264
	Iteration 6Q: 3 clusters Score -389749 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -389878.406250 Penalty: 2654.020264
	Iteration 7Q: 3 clusters Score -389878.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -390008.656250 Penalty: 2654.020264
	Iteration 8Q: 3 clusters Score -390008.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390110.656250 Penalty: 2654.020264
	Iteration 9Q: 3 clusters Score -390110.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -390197.281250 Penalty: 2654.020264
	Iteration 10Q: 3 clusters Score -390197.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -390296.750000 Penalty: 2654.020264
	Iteration 11Q: 3 clusters Score -390296.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -390379.468750 Penalty: 2654.020264
	Iteration 12Q: 3 clusters Score -390379.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -390441.312500 Penalty: 2654.020264
	Iteration 13Q: 3 clusters Score -390441.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -390494.125000 Penalty: 2654.020264
	Iteration 14Q: 3 clusters Score -390494.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -390534.000000 Penalty: 2654.020264
	Iteration 15Q: 3 clusters Score -390534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -390559.312500 Penalty: 2654.020264
	Iteration 16Q: 3 clusters Score -390559.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -390575.468750 Penalty: 2654.020264
	Iteration 17Q: 3 clusters Score -390575.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -390588.843750 Penalty: 2654.020264
	Iteration 18Q: 3 clusters Score -390588.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -390595.062500 Penalty: 2654.020264
	Iteration 19Q: 3 clusters Score -390595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -390599.125000 Penalty: 2654.020264
	Iteration 20F: 3 clusters Score -390599.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -390604.531250 Penalty: 2654.020264
	Iteration 21Q: 3 clusters Score -390604.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -390611.000000 Penalty: 2654.020264
	Iteration 22Q: 3 clusters Score -390611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -390616.250000 Penalty: 2654.020264
	Iteration 23Q: 3 clusters Score -390616.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -390618.875000 Penalty: 2654.020264
	Iteration 24Q: 3 clusters Score -390618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -390620.718750 Penalty: 2654.020264
	Iteration 25Q: 3 clusters Score -390620.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -390624.375000 Penalty: 2654.020264
	Iteration 26Q: 3 clusters Score -390624.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -390627.281250 Penalty: 2654.020264
	Iteration 27Q: 3 clusters Score -390627.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -390631.750000 Penalty: 2654.020264
	Iteration 28Q: 3 clusters Score -390631.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -390636.437500 Penalty: 2654.020264
	Iteration 29Q: 3 clusters Score -390636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -390639.656250 Penalty: 2654.020264
	Iteration 30Q: 3 clusters Score -390639.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -390645.906250 Penalty: 2654.020264
	Iteration 31Q: 3 clusters Score -390645.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -390649.093750 Penalty: 2654.020264
	Iteration 32Q: 3 clusters Score -390649.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -390651.500000 Penalty: 2654.020264
	Iteration 33Q: 3 clusters Score -390651.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -390651.250000 Penalty: 2654.020264
	Iteration 34Q: 3 clusters Score -390651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -390652.656250 Penalty: 2654.020264
	Iteration 35Q: 3 clusters Score -390652.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -390653.093750 Penalty: 2654.020264
	Iteration 36Q: 3 clusters Score -390653.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -390655.250000 Penalty: 2654.020264
	Iteration 37Q: 3 clusters Score -390655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -390656.281250 Penalty: 2654.020264
	Iteration 38Q: 3 clusters Score -390656.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -390655.687500 Penalty: 2654.020264
	Iteration 39Q: 3 clusters Score -390655.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -390657.500000 Penalty: 2654.020264
	Iteration 40F: 3 clusters Score -390657.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390658.281250 Penalty: 2654.020264
	Iteration 41Q: 3 clusters Score -390658.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -390657.906250 Penalty: 2654.020264
	Iteration 42Q: 3 clusters Score -390657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -390658.375000 Penalty: 2654.020264
	Iteration 43Q: 3 clusters Score -390658.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -390658.375000 Penalty: 2654.020264
	Iteration 44F: 3 clusters Score -390658.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Entering Unmasked Estep 
Score: -2431214.250000 Penalty: 1618.040161
	Iteration 0F: 2 clusters Score -2431214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2416808.000000 Penalty: 3236.080322
	Iteration 0F: 3 clusters Score -2416808 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -2422368.000000 Penalty: 3236.080322
	Iteration 1F: 3 clusters Score -2422368 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2423185.250000 Penalty: 3236.080322
	Iteration 2F: 3 clusters Score -2423185 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2424260.750000 Penalty: 3236.080322
	Iteration 3F: 3 clusters Score -2424261 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2425625.000000 Penalty: 3236.080322
	Iteration 4F: 3 clusters Score -2425625 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2427150.250000 Penalty: 3236.080322
	Iteration 5F: 3 clusters Score -2427150 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2428419.500000 Penalty: 3236.080322
	Iteration 6F: 3 clusters Score -2428420 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2429192.750000 Penalty: 3236.080322
	Iteration 7Q: 3 clusters Score -2429193 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -2429579.250000 Penalty: 3236.080322
	Iteration 8Q: 3 clusters Score -2429579 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 19715 members 
Entering Unmasked Estep 
Score: -2429763.750000 Penalty: 3236.080322
	Iteration 9Q: 3 clusters Score -2429764 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -2429880.750000 Penalty: 3236.080322
	Iteration 10Q: 3 clusters Score -2429881 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2429942.500000 Penalty: 3236.080322
	Iteration 11Q: 3 clusters Score -2429942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2430001.750000 Penalty: 3236.080322
	Iteration 12Q: 3 clusters Score -2430002 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2430052.750000 Penalty: 3236.080322
	Iteration 13Q: 3 clusters Score -2430053 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2430079.250000 Penalty: 3236.080322
	Iteration 14Q: 3 clusters Score -2430079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -2430113.250000 Penalty: 3236.080322
	Iteration 15Q: 3 clusters Score -2430113 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2430136.250000 Penalty: 3236.080322
	Iteration 16Q: 3 clusters Score -2430136 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2430152.750000 Penalty: 3236.080322
	Iteration 17Q: 3 clusters Score -2430153 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -2430167.250000 Penalty: 3236.080322
	Iteration 18Q: 3 clusters Score -2430167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2430186.500000 Penalty: 3236.080322
	Iteration 19Q: 3 clusters Score -2430186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2430190.250000 Penalty: 3236.080322
	Iteration 20F: 3 clusters Score -2430190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2430200.750000 Penalty: 3236.080322
	Iteration 21Q: 3 clusters Score -2430201 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2430207.750000 Penalty: 3236.080322
	Iteration 22Q: 3 clusters Score -2430208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2430214.500000 Penalty: 3236.080322
	Iteration 23Q: 3 clusters Score -2430214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2430215.500000 Penalty: 3236.080322
	Iteration 24Q: 3 clusters Score -2430216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2430223.000000 Penalty: 3236.080322
	Iteration 25Q: 3 clusters Score -2430223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2430227.500000 Penalty: 3236.080322
	Iteration 26Q: 3 clusters Score -2430228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2430229.000000 Penalty: 3236.080322
	Iteration 27Q: 3 clusters Score -2430229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2430228.000000 Penalty: 3236.080322
	Iteration 28Q: 3 clusters Score -2430228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2430228.000000 Penalty: 3236.080322
	Iteration 29F: 3 clusters Score -2430228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Entering Unmasked Estep 
Score: -99203.437500 Penalty: 1105.749878
	Iteration 0F: 2 clusters Score -99203.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -97843.375000 Penalty: 2211.499756
	Iteration 0F: 3 clusters Score -97843.38 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -98099.765625 Penalty: 2211.499756
	Iteration 1F: 3 clusters Score -98099.77 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -98157.070312 Penalty: 2211.499756
	Iteration 2F: 3 clusters Score -98157.07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -98187.484375 Penalty: 2211.499756
	Iteration 3Q: 3 clusters Score -98187.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -98210.875000 Penalty: 2211.499756
	Iteration 4Q: 3 clusters Score -98210.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -98238.046875 Penalty: 2211.499756
	Iteration 5Q: 3 clusters Score -98238.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -98257.398438 Penalty: 2211.499756
	Iteration 6Q: 3 clusters Score -98257.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -98275.218750 Penalty: 2211.499756
	Iteration 7Q: 3 clusters Score -98275.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -98288.273438 Penalty: 2211.499756
	Iteration 8Q: 3 clusters Score -98288.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -98299.210938 Penalty: 2211.499756
	Iteration 9Q: 3 clusters Score -98299.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -98306.242188 Penalty: 2211.499756
	Iteration 10Q: 3 clusters Score -98306.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -98311.554688 Penalty: 2211.499756
	Iteration 11Q: 3 clusters Score -98311.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -98316.476562 Penalty: 2211.499756
	Iteration 12Q: 3 clusters Score -98316.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -98324.320312 Penalty: 2211.499756
	Iteration 13Q: 3 clusters Score -98324.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -98340.117188 Penalty: 2211.499756
	Iteration 14Q: 3 clusters Score -98340.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -98351.937500 Penalty: 2211.499756
	Iteration 15Q: 3 clusters Score -98351.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -98365.453125 Penalty: 2211.499756
	Iteration 16Q: 3 clusters Score -98365.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -98377.687500 Penalty: 2211.499756
	Iteration 17Q: 3 clusters Score -98377.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -98397.281250 Penalty: 2211.499756
	Iteration 18Q: 3 clusters Score -98397.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -98410.289062 Penalty: 2211.499756
	Iteration 19Q: 3 clusters Score -98410.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98419.164062 Penalty: 2211.499756
	Iteration 20F: 3 clusters Score -98419.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -98430.757812 Penalty: 2211.499756
	Iteration 21Q: 3 clusters Score -98430.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98436.054688 Penalty: 2211.499756
	Iteration 22Q: 3 clusters Score -98436.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98442.531250 Penalty: 2211.499756
	Iteration 23Q: 3 clusters Score -98442.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -98448.414062 Penalty: 2211.499756
	Iteration 24Q: 3 clusters Score -98448.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -98453.179688 Penalty: 2211.499756
	Iteration 25Q: 3 clusters Score -98453.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -98455.304688 Penalty: 2211.499756
	Iteration 26Q: 3 clusters Score -98455.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -98455.843750 Penalty: 2211.499756
	Iteration 27Q: 3 clusters Score -98455.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98456.164062 Penalty: 2211.499756
	Iteration 28Q: 3 clusters Score -98456.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -98456.164062 Penalty: 2211.499756
	Iteration 29F: 3 clusters Score -98456.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Entering Unmasked Estep 
Score: -421876.218750 Penalty: 1334.542358
	Iteration 0F: 2 clusters Score -421876.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -418790.468750 Penalty: 2669.084717
	Iteration 0F: 3 clusters Score -418790.5 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -419586.468750 Penalty: 2669.084717
	Iteration 1F: 3 clusters Score -419586.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -419727.937500 Penalty: 2669.084717
	Iteration 2F: 3 clusters Score -419727.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -419828.468750 Penalty: 2669.084717
	Iteration 3Q: 3 clusters Score -419828.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -419900.718750 Penalty: 2669.084717
	Iteration 4Q: 3 clusters Score -419900.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -419943.406250 Penalty: 2669.084717
	Iteration 5Q: 3 clusters Score -419943.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -419985.031250 Penalty: 2669.084717
	Iteration 6Q: 3 clusters Score -419985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -420026.781250 Penalty: 2669.084717
	Iteration 7Q: 3 clusters Score -420026.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -420061.875000 Penalty: 2669.084717
	Iteration 8Q: 3 clusters Score -420061.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -420095.562500 Penalty: 2669.084717
	Iteration 9Q: 3 clusters Score -420095.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -420131.531250 Penalty: 2669.084717
	Iteration 10Q: 3 clusters Score -420131.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -420174.062500 Penalty: 2669.084717
	Iteration 11Q: 3 clusters Score -420174.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -420227.187500 Penalty: 2669.084717
	Iteration 12Q: 3 clusters Score -420227.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -420280.906250 Penalty: 2669.084717
	Iteration 13Q: 3 clusters Score -420280.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -420330.093750 Penalty: 2669.084717
	Iteration 14Q: 3 clusters Score -420330.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -420383.812500 Penalty: 2669.084717
	Iteration 15Q: 3 clusters Score -420383.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -420427.281250 Penalty: 2669.084717
	Iteration 16Q: 3 clusters Score -420427.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -420461.062500 Penalty: 2669.084717
	Iteration 17Q: 3 clusters Score -420461.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -420498.750000 Penalty: 2669.084717
	Iteration 18Q: 3 clusters Score -420498.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -420528.687500 Penalty: 2669.084717
	Iteration 19Q: 3 clusters Score -420528.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -420552.281250 Penalty: 2669.084717
	Iteration 20F: 3 clusters Score -420552.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -420571.156250 Penalty: 2669.084717
	Iteration 21Q: 3 clusters Score -420571.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -420582.656250 Penalty: 2669.084717
	Iteration 22Q: 3 clusters Score -420582.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -420593.312500 Penalty: 2669.084717
	Iteration 23Q: 3 clusters Score -420593.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -420602.875000 Penalty: 2669.084717
	Iteration 24Q: 3 clusters Score -420602.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -420611.500000 Penalty: 2669.084717
	Iteration 25Q: 3 clusters Score -420611.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -420623.125000 Penalty: 2669.084717
	Iteration 26Q: 3 clusters Score -420623.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -420635.343750 Penalty: 2669.084717
	Iteration 27Q: 3 clusters Score -420635.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -420646.375000 Penalty: 2669.084717
	Iteration 28Q: 3 clusters Score -420646.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -420655.812500 Penalty: 2669.084717
	Iteration 29Q: 3 clusters Score -420655.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -420666.156250 Penalty: 2669.084717
	Iteration 30Q: 3 clusters Score -420666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -420673.406250 Penalty: 2669.084717
	Iteration 31Q: 3 clusters Score -420673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -420681.875000 Penalty: 2669.084717
	Iteration 32Q: 3 clusters Score -420681.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -420684.812500 Penalty: 2669.084717
	Iteration 33Q: 3 clusters Score -420684.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -420687.125000 Penalty: 2669.084717
	Iteration 34Q: 3 clusters Score -420687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -420688.593750 Penalty: 2669.084717
	Iteration 35Q: 3 clusters Score -420688.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -420689.531250 Penalty: 2669.084717
	Iteration 36Q: 3 clusters Score -420689.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -420690.968750 Penalty: 2669.084717
	Iteration 37Q: 3 clusters Score -420691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -420691.500000 Penalty: 2669.084717
	Iteration 38Q: 3 clusters Score -420691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -420692.781250 Penalty: 2669.084717
	Iteration 39Q: 3 clusters Score -420692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -420694.406250 Penalty: 2669.084717
	Iteration 40F: 3 clusters Score -420694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -420695.343750 Penalty: 2669.084717
	Iteration 41Q: 3 clusters Score -420695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -420695.750000 Penalty: 2669.084717
	Iteration 42Q: 3 clusters Score -420695.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -420696.531250 Penalty: 2669.084717
	Iteration 43Q: 3 clusters Score -420696.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -420698.437500 Penalty: 2669.084717
	Iteration 44Q: 3 clusters Score -420698.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -420702.093750 Penalty: 2669.084717
	Iteration 45Q: 3 clusters Score -420702.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -420704.406250 Penalty: 2669.084717
	Iteration 46Q: 3 clusters Score -420704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -420704.812500 Penalty: 2669.084717
	Iteration 47Q: 3 clusters Score -420704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -420706.343750 Penalty: 2669.084717
	Iteration 48Q: 3 clusters Score -420706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -420710.375000 Penalty: 2669.084717
	Iteration 49Q: 3 clusters Score -420710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -420711.625000 Penalty: 2669.084717
	Iteration 50Q: 3 clusters Score -420711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -420712.093750 Penalty: 2669.084717
	Iteration 51Q: 3 clusters Score -420712.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -420713.125000 Penalty: 2669.084717
	Iteration 52Q: 3 clusters Score -420713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -420713.125000 Penalty: 2669.084717
	Iteration 53F: 3 clusters Score -420713.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -185957.390625 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -185957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -184077.328125 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -184077.3 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -184552.250000 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -184552.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -184755.531250 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -184755.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -184930.609375 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -184930.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -185086.796875 Penalty: 2416.517334
	Iteration 4F: 3 clusters Score -185086.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185244.484375 Penalty: 2416.517334
	Iteration 5F: 3 clusters Score -185244.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -185368.703125 Penalty: 2416.517334
	Iteration 6F: 3 clusters Score -185368.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -185426.312500 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -185426.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -185468.968750 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -185469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -185495.750000 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -185495.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -185508.703125 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -185508.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -185516.375000 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -185516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -185521.953125 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -185522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -185524.265625 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -185524.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -185525.796875 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -185525.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -185526.203125 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -185526.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -185526.203125 Penalty: 2416.517334
	Iteration 16F: 3 clusters Score -185526.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -313264.312500 Penalty: 1285.947144
	Iteration 0F: 2 clusters Score -313264.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -310758.562500 Penalty: 2571.894287
	Iteration 0F: 3 clusters Score -310758.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -311386.843750 Penalty: 2571.894287
	Iteration 1F: 3 clusters Score -311386.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -311556.562500 Penalty: 2571.894287
	Iteration 2F: 3 clusters Score -311556.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -311657.875000 Penalty: 2571.894287
	Iteration 3F: 3 clusters Score -311657.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -311719.843750 Penalty: 2571.894287
	Iteration 4Q: 3 clusters Score -311719.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -311775.906250 Penalty: 2571.894287
	Iteration 5Q: 3 clusters Score -311775.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -311833.812500 Penalty: 2571.894287
	Iteration 6Q: 3 clusters Score -311833.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -311879.093750 Penalty: 2571.894287
	Iteration 7Q: 3 clusters Score -311879.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -311912.312500 Penalty: 2571.894287
	Iteration 8Q: 3 clusters Score -311912.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -311941.687500 Penalty: 2571.894287
	Iteration 9Q: 3 clusters Score -311941.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -311969.093750 Penalty: 2571.894287
	Iteration 10Q: 3 clusters Score -311969.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -311988.718750 Penalty: 2571.894287
	Iteration 11Q: 3 clusters Score -311988.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -312006.218750 Penalty: 2571.894287
	Iteration 12Q: 3 clusters Score -312006.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -312030.625000 Penalty: 2571.894287
	Iteration 13Q: 3 clusters Score -312030.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -312055.437500 Penalty: 2571.894287
	Iteration 14Q: 3 clusters Score -312055.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -312075.375000 Penalty: 2571.894287
	Iteration 15Q: 3 clusters Score -312075.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -312104.468750 Penalty: 2571.894287
	Iteration 16Q: 3 clusters Score -312104.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -312124.218750 Penalty: 2571.894287
	Iteration 17Q: 3 clusters Score -312124.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -312138.125000 Penalty: 2571.894287
	Iteration 18Q: 3 clusters Score -312138.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -312147.750000 Penalty: 2571.894287
	Iteration 19Q: 3 clusters Score -312147.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -312155.406250 Penalty: 2571.894287
	Iteration 20F: 3 clusters Score -312155.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -312160.906250 Penalty: 2571.894287
	Iteration 21Q: 3 clusters Score -312160.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -312166.718750 Penalty: 2571.894287
	Iteration 22Q: 3 clusters Score -312166.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -312173.750000 Penalty: 2571.894287
	Iteration 23Q: 3 clusters Score -312173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -312183.156250 Penalty: 2571.894287
	Iteration 24Q: 3 clusters Score -312183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -312194.437500 Penalty: 2571.894287
	Iteration 25Q: 3 clusters Score -312194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -312199.968750 Penalty: 2571.894287
	Iteration 26Q: 3 clusters Score -312200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -312207.031250 Penalty: 2571.894287
	Iteration 27Q: 3 clusters Score -312207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -312210.812500 Penalty: 2571.894287
	Iteration 28Q: 3 clusters Score -312210.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -312213.750000 Penalty: 2571.894287
	Iteration 29Q: 3 clusters Score -312213.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -312215.593750 Penalty: 2571.894287
	Iteration 30Q: 3 clusters Score -312215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -312219.281250 Penalty: 2571.894287
	Iteration 31Q: 3 clusters Score -312219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -312220.656250 Penalty: 2571.894287
	Iteration 32Q: 3 clusters Score -312220.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -312222.843750 Penalty: 2571.894287
	Iteration 33Q: 3 clusters Score -312222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -312225.906250 Penalty: 2571.894287
	Iteration 34Q: 3 clusters Score -312225.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -312229.687500 Penalty: 2571.894287
	Iteration 35Q: 3 clusters Score -312229.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -312230.906250 Penalty: 2571.894287
	Iteration 36Q: 3 clusters Score -312230.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -312233.531250 Penalty: 2571.894287
	Iteration 37Q: 3 clusters Score -312233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -312236.437500 Penalty: 2571.894287
	Iteration 38Q: 3 clusters Score -312236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -312239.250000 Penalty: 2571.894287
	Iteration 39Q: 3 clusters Score -312239.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -312242.281250 Penalty: 2571.894287
	Iteration 40F: 3 clusters Score -312242.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -312242.875000 Penalty: 2571.894287
	Iteration 41Q: 3 clusters Score -312242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -312243.593750 Penalty: 2571.894287
	Iteration 42Q: 3 clusters Score -312243.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -312243.593750 Penalty: 2571.894287
	Iteration 43F: 3 clusters Score -312243.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Entering Unmasked Estep 
Score: -143888.453125 Penalty: 1167.008667
	Iteration 0F: 2 clusters Score -143888.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -142284.062500 Penalty: 2334.017334
	Iteration 0F: 3 clusters Score -142284.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -142699.765625 Penalty: 2334.017334
	Iteration 1F: 3 clusters Score -142699.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -142892.984375 Penalty: 2334.017334
	Iteration 2F: 3 clusters Score -142893 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143012.703125 Penalty: 2334.017334
	Iteration 3F: 3 clusters Score -143012.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143087.890625 Penalty: 2334.017334
	Iteration 4F: 3 clusters Score -143087.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -143162.703125 Penalty: 2334.017334
	Iteration 5Q: 3 clusters Score -143162.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -143209.750000 Penalty: 2334.017334
	Iteration 6Q: 3 clusters Score -143209.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -143245.687500 Penalty: 2334.017334
	Iteration 7Q: 3 clusters Score -143245.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -143270.843750 Penalty: 2334.017334
	Iteration 8Q: 3 clusters Score -143270.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -143288.640625 Penalty: 2334.017334
	Iteration 9Q: 3 clusters Score -143288.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143296.937500 Penalty: 2334.017334
	Iteration 10Q: 3 clusters Score -143296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -143303.140625 Penalty: 2334.017334
	Iteration 11Q: 3 clusters Score -143303.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143306.390625 Penalty: 2334.017334
	Iteration 12Q: 3 clusters Score -143306.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -143308.656250 Penalty: 2334.017334
	Iteration 13Q: 3 clusters Score -143308.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -143311.828125 Penalty: 2334.017334
	Iteration 14Q: 3 clusters Score -143311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -143314.375000 Penalty: 2334.017334
	Iteration 15Q: 3 clusters Score -143314.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143315.812500 Penalty: 2334.017334
	Iteration 16Q: 3 clusters Score -143315.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -143315.812500 Penalty: 2334.017334
	Iteration 17F: 3 clusters Score -143315.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Entering Unmasked Estep 
Score: -1058421.125000 Penalty: 1482.227539
	Iteration 0F: 2 clusters Score -1058421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1051865.250000 Penalty: 2964.455078
	Iteration 0F: 3 clusters Score -1051865 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1053856.125000 Penalty: 2964.455078
	Iteration 1F: 3 clusters Score -1053856 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1054117.750000 Penalty: 2964.455078
	Iteration 2F: 3 clusters Score -1054118 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1054350.125000 Penalty: 2964.455078
	Iteration 3F: 3 clusters Score -1054350 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1054523.750000 Penalty: 2964.455078
	Iteration 4Q: 3 clusters Score -1054524 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1054685.000000 Penalty: 2964.455078
	Iteration 5Q: 3 clusters Score -1054685 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1054831.625000 Penalty: 2964.455078
	Iteration 6Q: 3 clusters Score -1054832 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1054973.250000 Penalty: 2964.455078
	Iteration 7Q: 3 clusters Score -1054973 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1055097.875000 Penalty: 2964.455078
	Iteration 8Q: 3 clusters Score -1055098 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -1055226.875000 Penalty: 2964.455078
	Iteration 9Q: 3 clusters Score -1055227 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1055331.875000 Penalty: 2964.455078
	Iteration 10Q: 3 clusters Score -1055332 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1055421.250000 Penalty: 2964.455078
	Iteration 11Q: 3 clusters Score -1055421 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1055499.125000 Penalty: 2964.455078
	Iteration 12Q: 3 clusters Score -1055499 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1055587.250000 Penalty: 2964.455078
	Iteration 13Q: 3 clusters Score -1055587 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1055674.250000 Penalty: 2964.455078
	Iteration 14Q: 3 clusters Score -1055674 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1055765.375000 Penalty: 2964.455078
	Iteration 15Q: 3 clusters Score -1055765 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1055869.875000 Penalty: 2964.455078
	Iteration 16Q: 3 clusters Score -1055870 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1055991.375000 Penalty: 2964.455078
	Iteration 17Q: 3 clusters Score -1055991 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1056130.625000 Penalty: 2964.455078
	Iteration 18Q: 3 clusters Score -1056131 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1056288.750000 Penalty: 2964.455078
	Iteration 19Q: 3 clusters Score -1056289 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1056417.750000 Penalty: 2964.455078
	Iteration 20F: 3 clusters Score -1056418 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1056534.125000 Penalty: 2964.455078
	Iteration 21Q: 3 clusters Score -1056534 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1056644.250000 Penalty: 2964.455078
	Iteration 22Q: 3 clusters Score -1056644 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1056741.375000 Penalty: 2964.455078
	Iteration 23Q: 3 clusters Score -1056741 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1056825.125000 Penalty: 2964.455078
	Iteration 24Q: 3 clusters Score -1056825 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1056896.875000 Penalty: 2964.455078
	Iteration 25Q: 3 clusters Score -1056897 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1056953.875000 Penalty: 2964.455078
	Iteration 26Q: 3 clusters Score -1056954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1057003.875000 Penalty: 2964.455078
	Iteration 27Q: 3 clusters Score -1057004 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1057040.875000 Penalty: 2964.455078
	Iteration 28Q: 3 clusters Score -1057041 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1057066.000000 Penalty: 2964.455078
	Iteration 29Q: 3 clusters Score -1057066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1057088.125000 Penalty: 2964.455078
	Iteration 30Q: 3 clusters Score -1057088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1057107.500000 Penalty: 2964.455078
	Iteration 31Q: 3 clusters Score -1057108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1057120.250000 Penalty: 2964.455078
	Iteration 32Q: 3 clusters Score -1057120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1057133.375000 Penalty: 2964.455078
	Iteration 33Q: 3 clusters Score -1057133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1057145.000000 Penalty: 2964.455078
	Iteration 34Q: 3 clusters Score -1057145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1057166.375000 Penalty: 2964.455078
	Iteration 35Q: 3 clusters Score -1057166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1057180.875000 Penalty: 2964.455078
	Iteration 36Q: 3 clusters Score -1057181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1057191.500000 Penalty: 2964.455078
	Iteration 37Q: 3 clusters Score -1057192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1057202.375000 Penalty: 2964.455078
	Iteration 38Q: 3 clusters Score -1057202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1057204.125000 Penalty: 2964.455078
	Iteration 39Q: 3 clusters Score -1057204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1057205.125000 Penalty: 2964.455078
	Iteration 40F: 3 clusters Score -1057205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1057207.625000 Penalty: 2964.455078
	Iteration 41Q: 3 clusters Score -1057208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1057208.875000 Penalty: 2964.455078
	Iteration 42Q: 3 clusters Score -1057209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1057211.250000 Penalty: 2964.455078
	Iteration 43Q: 3 clusters Score -1057211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1057216.000000 Penalty: 2964.455078
	Iteration 44Q: 3 clusters Score -1057216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1057215.875000 Penalty: 2964.455078
	Iteration 45Q: 3 clusters Score -1057216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1057217.750000 Penalty: 2964.455078
	Iteration 46Q: 3 clusters Score -1057218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1057220.000000 Penalty: 2964.455078
	Iteration 47Q: 3 clusters Score -1057220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1057223.375000 Penalty: 2964.455078
	Iteration 48Q: 3 clusters Score -1057223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1057224.750000 Penalty: 2964.455078
	Iteration 49Q: 3 clusters Score -1057225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1057226.750000 Penalty: 2964.455078
	Iteration 50Q: 3 clusters Score -1057227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1057227.875000 Penalty: 2964.455078
	Iteration 51Q: 3 clusters Score -1057228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1057228.000000 Penalty: 2964.455078
	Iteration 52Q: 3 clusters Score -1057228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1057228.375000 Penalty: 2964.455078
	Iteration 53Q: 3 clusters Score -1057228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1057228.375000 Penalty: 2964.455078
	Iteration 54F: 3 clusters Score -1057228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -425206.750000 Penalty: 1356.521851
	Iteration 0F: 2 clusters Score -425206.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -421732.406250 Penalty: 2713.043701
	Iteration 0F: 3 clusters Score -421732.4 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -422779.562500 Penalty: 2713.043701
	Iteration 1F: 3 clusters Score -422779.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -423047.187500 Penalty: 2713.043701
	Iteration 2F: 3 clusters Score -423047.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -423215.843750 Penalty: 2713.043701
	Iteration 3F: 3 clusters Score -423215.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -423363.375000 Penalty: 2713.043701
	Iteration 4Q: 3 clusters Score -423363.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -423531.156250 Penalty: 2713.043701
	Iteration 5Q: 3 clusters Score -423531.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -423684.406250 Penalty: 2713.043701
	Iteration 6Q: 3 clusters Score -423684.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -423807.437500 Penalty: 2713.043701
	Iteration 7Q: 3 clusters Score -423807.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -423932.468750 Penalty: 2713.043701
	Iteration 8Q: 3 clusters Score -423932.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -424060.468750 Penalty: 2713.043701
	Iteration 9Q: 3 clusters Score -424060.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -424173.562500 Penalty: 2713.043701
	Iteration 10Q: 3 clusters Score -424173.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -424280.281250 Penalty: 2713.043701
	Iteration 11Q: 3 clusters Score -424280.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -424399.718750 Penalty: 2713.043701
	Iteration 12Q: 3 clusters Score -424399.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -424506.500000 Penalty: 2713.043701
	Iteration 13Q: 3 clusters Score -424506.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -424578.625000 Penalty: 2713.043701
	Iteration 14Q: 3 clusters Score -424578.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -424629.406250 Penalty: 2713.043701
	Iteration 15Q: 3 clusters Score -424629.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -424666.687500 Penalty: 2713.043701
	Iteration 16Q: 3 clusters Score -424666.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -424684.187500 Penalty: 2713.043701
	Iteration 17Q: 3 clusters Score -424684.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -424692.031250 Penalty: 2713.043701
	Iteration 18Q: 3 clusters Score -424692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -424698.250000 Penalty: 2713.043701
	Iteration 19Q: 3 clusters Score -424698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -424705.625000 Penalty: 2713.043701
	Iteration 20F: 3 clusters Score -424705.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -424714.781250 Penalty: 2713.043701
	Iteration 21Q: 3 clusters Score -424714.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -424735.531250 Penalty: 2713.043701
	Iteration 22Q: 3 clusters Score -424735.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -424765.312500 Penalty: 2713.043701
	Iteration 23Q: 3 clusters Score -424765.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -424803.093750 Penalty: 2713.043701
	Iteration 24Q: 3 clusters Score -424803.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -424837.718750 Penalty: 2713.043701
	Iteration 25Q: 3 clusters Score -424837.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -424869.500000 Penalty: 2713.043701
	Iteration 26Q: 3 clusters Score -424869.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -424897.000000 Penalty: 2713.043701
	Iteration 27Q: 3 clusters Score -424897 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -424912.687500 Penalty: 2713.043701
	Iteration 28Q: 3 clusters Score -424912.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -424926.687500 Penalty: 2713.043701
	Iteration 29Q: 3 clusters Score -424926.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -424937.062500 Penalty: 2713.043701
	Iteration 30Q: 3 clusters Score -424937.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -424945.000000 Penalty: 2713.043701
	Iteration 31Q: 3 clusters Score -424945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -424949.531250 Penalty: 2713.043701
	Iteration 32Q: 3 clusters Score -424949.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -424953.093750 Penalty: 2713.043701
	Iteration 33Q: 3 clusters Score -424953.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -424956.250000 Penalty: 2713.043701
	Iteration 34Q: 3 clusters Score -424956.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -424958.218750 Penalty: 2713.043701
	Iteration 35Q: 3 clusters Score -424958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -424958.156250 Penalty: 2713.043701
	Iteration 36Q: 3 clusters Score -424958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -424958.562500 Penalty: 2713.043701
	Iteration 37Q: 3 clusters Score -424958.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -424959.375000 Penalty: 2713.043701
	Iteration 38Q: 3 clusters Score -424959.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -424959.375000 Penalty: 2713.043701
	Iteration 39F: 3 clusters Score -424959.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (10230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Entering Unmasked Estep 
Score: -1190985.000000 Penalty: 1500.375488
	Iteration 0F: 2 clusters Score -1190985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1183682.500000 Penalty: 3000.750977
	Iteration 0F: 3 clusters Score -1183682 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1186073.750000 Penalty: 3000.750977
	Iteration 1F: 3 clusters Score -1186074 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1186332.750000 Penalty: 3000.750977
	Iteration 2F: 3 clusters Score -1186333 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1186556.250000 Penalty: 3000.750977
	Iteration 3F: 3 clusters Score -1186556 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1186778.750000 Penalty: 3000.750977
	Iteration 4Q: 3 clusters Score -1186779 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1187030.625000 Penalty: 3000.750977
	Iteration 5Q: 3 clusters Score -1187031 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1187384.750000 Penalty: 3000.750977
	Iteration 6F: 3 clusters Score -1187385 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1187835.000000 Penalty: 3000.750977
	Iteration 7F: 3 clusters Score -1187835 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1188331.750000 Penalty: 3000.750977
	Iteration 8F: 3 clusters Score -1188332 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1188794.500000 Penalty: 3000.750977
	Iteration 9F: 3 clusters Score -1188794 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1189125.125000 Penalty: 3000.750977
	Iteration 10Q: 3 clusters Score -1189125 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1189352.750000 Penalty: 3000.750977
	Iteration 11Q: 3 clusters Score -1189353 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1189500.000000 Penalty: 3000.750977
	Iteration 12Q: 3 clusters Score -1189500 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1189566.375000 Penalty: 3000.750977
	Iteration 13Q: 3 clusters Score -1189566 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1189607.500000 Penalty: 3000.750977
	Iteration 14Q: 3 clusters Score -1189608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -1189638.500000 Penalty: 3000.750977
	Iteration 15Q: 3 clusters Score -1189638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1189670.500000 Penalty: 3000.750977
	Iteration 16Q: 3 clusters Score -1189670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1189686.500000 Penalty: 3000.750977
	Iteration 17Q: 3 clusters Score -1189686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1189702.250000 Penalty: 3000.750977
	Iteration 18Q: 3 clusters Score -1189702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1189713.875000 Penalty: 3000.750977
	Iteration 19Q: 3 clusters Score -1189714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1189717.250000 Penalty: 3000.750977
	Iteration 20F: 3 clusters Score -1189717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1189722.875000 Penalty: 3000.750977
	Iteration 21Q: 3 clusters Score -1189723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -1189725.000000 Penalty: 3000.750977
	Iteration 22Q: 3 clusters Score -1189725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1189730.250000 Penalty: 3000.750977
	Iteration 23Q: 3 clusters Score -1189730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1189732.125000 Penalty: 3000.750977
	Iteration 24Q: 3 clusters Score -1189732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1189732.750000 Penalty: 3000.750977
	Iteration 25Q: 3 clusters Score -1189733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1189732.750000 Penalty: 3000.750977
	Iteration 26F: 3 clusters Score -1189733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (11039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Entering Unmasked Estep 
Score: -1261291.375000 Penalty: 1512.743286
	Iteration 0F: 2 clusters Score -1261291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1253467.500000 Penalty: 3025.486572
	Iteration 0F: 3 clusters Score -1253468 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1256066.500000 Penalty: 3025.486572
	Iteration 1F: 3 clusters Score -1256066 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1256319.750000 Penalty: 3025.486572
	Iteration 2F: 3 clusters Score -1256320 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1256509.750000 Penalty: 3025.486572
	Iteration 3Q: 3 clusters Score -1256510 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1256658.625000 Penalty: 3025.486572
	Iteration 4Q: 3 clusters Score -1256659 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1256797.375000 Penalty: 3025.486572
	Iteration 5Q: 3 clusters Score -1256797 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1256901.125000 Penalty: 3025.486572
	Iteration 6Q: 3 clusters Score -1256901 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1256987.750000 Penalty: 3025.486572
	Iteration 7Q: 3 clusters Score -1256988 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1257079.875000 Penalty: 3025.486572
	Iteration 8Q: 3 clusters Score -1257080 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1257181.500000 Penalty: 3025.486572
	Iteration 9Q: 3 clusters Score -1257182 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1257304.625000 Penalty: 3025.486572
	Iteration 10Q: 3 clusters Score -1257305 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1257494.125000 Penalty: 3025.486572
	Iteration 11Q: 3 clusters Score -1257494 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1257776.125000 Penalty: 3025.486572
	Iteration 12Q: 3 clusters Score -1257776 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1258137.625000 Penalty: 3025.486572
	Iteration 13Q: 3 clusters Score -1258138 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1258572.375000 Penalty: 3025.486572
	Iteration 14Q: 3 clusters Score -1258572 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1258959.500000 Penalty: 3025.486572
	Iteration 15Q: 3 clusters Score -1258960 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1259340.000000 Penalty: 3025.486572
	Iteration 16Q: 3 clusters Score -1259340 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1259752.750000 Penalty: 3025.486572
	Iteration 17Q: 3 clusters Score -1259753 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1260192.250000 Penalty: 3025.486572
	Iteration 18Q: 3 clusters Score -1260192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1260613.625000 Penalty: 3025.486572
	Iteration 19Q: 3 clusters Score -1260614 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1260964.000000 Penalty: 3025.486572
	Iteration 20F: 3 clusters Score -1260964 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1261110.875000 Penalty: 3025.486572
	Iteration 21Q: 3 clusters Score -1261111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1261176.250000 Penalty: 3025.486572
	Iteration 22Q: 3 clusters Score -1261176 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1261202.750000 Penalty: 3025.486572
	Iteration 23Q: 3 clusters Score -1261203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1261217.250000 Penalty: 3025.486572
	Iteration 24Q: 3 clusters Score -1261217 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1261225.125000 Penalty: 3025.486572
	Iteration 25Q: 3 clusters Score -1261225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1261234.375000 Penalty: 3025.486572
	Iteration 26Q: 3 clusters Score -1261234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1261248.500000 Penalty: 3025.486572
	Iteration 27Q: 3 clusters Score -1261248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1261264.875000 Penalty: 3025.486572
	Iteration 28Q: 3 clusters Score -1261265 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1261286.000000 Penalty: 3025.486572
	Iteration 29Q: 3 clusters Score -1261286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1261305.500000 Penalty: 3025.486572
	Iteration 30Q: 3 clusters Score -1261306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1261339.000000 Penalty: 3025.486572
	Iteration 31Q: 3 clusters Score -1261339 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1261395.500000 Penalty: 3025.486572
	Iteration 32Q: 3 clusters Score -1261396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1261480.375000 Penalty: 3025.486572
	Iteration 33Q: 3 clusters Score -1261480 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1261606.125000 Penalty: 3025.486572
	Iteration 34Q: 3 clusters Score -1261606 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1261752.000000 Penalty: 3025.486572
	Iteration 35Q: 3 clusters Score -1261752 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1261856.000000 Penalty: 3025.486572
	Iteration 36Q: 3 clusters Score -1261856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1261926.750000 Penalty: 3025.486572
	Iteration 37Q: 3 clusters Score -1261927 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1261949.250000 Penalty: 3025.486572
	Iteration 38Q: 3 clusters Score -1261949 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1261961.375000 Penalty: 3025.486572
	Iteration 39Q: 3 clusters Score -1261961 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1261964.625000 Penalty: 3025.486572
	Iteration 40F: 3 clusters Score -1261965 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1261964.125000 Penalty: 3025.486572
	Iteration 41Q: 3 clusters Score -1261964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1261964.750000 Penalty: 3025.486572
	Iteration 42Q: 3 clusters Score -1261965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1261971.375000 Penalty: 3025.486572
	Iteration 43Q: 3 clusters Score -1261971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1261970.750000 Penalty: 3025.486572
	Iteration 44Q: 3 clusters Score -1261971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1261972.625000 Penalty: 3025.486572
	Iteration 45Q: 3 clusters Score -1261973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1261971.125000 Penalty: 3025.486572
	Iteration 46Q: 3 clusters Score -1261971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1261971.125000 Penalty: 3025.486572
	Iteration 47F: 3 clusters Score -1261971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 16085 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7577 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4221 members 
Mstep: Class 35 contains 10230 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87732 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 4495 members 
Entering Unmasked Estep 
Score: -40135576.000000 Penalty: 87349.148438
Splitting cluster 36 changes total score from -40135560.000000 to -40135576.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 37 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -339167.156250 Penalty: 1301.088867
	Iteration 0F: 2 clusters Score -339167.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -336478.406250 Penalty: 2602.177734
	Iteration 0F: 3 clusters Score -336478.4 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -337144.093750 Penalty: 2602.177734
	Iteration 1F: 3 clusters Score -337144.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -337277.343750 Penalty: 2602.177734
	Iteration 2F: 3 clusters Score -337277.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -337363.468750 Penalty: 2602.177734
	Iteration 3Q: 3 clusters Score -337363.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -337414.875000 Penalty: 2602.177734
	Iteration 4Q: 3 clusters Score -337414.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -337460.625000 Penalty: 2602.177734
	Iteration 5Q: 3 clusters Score -337460.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -337503.093750 Penalty: 2602.177734
	Iteration 6Q: 3 clusters Score -337503.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -337553.187500 Penalty: 2602.177734
	Iteration 7Q: 3 clusters Score -337553.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -337600.187500 Penalty: 2602.177734
	Iteration 8Q: 3 clusters Score -337600.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -337652.781250 Penalty: 2602.177734
	Iteration 9Q: 3 clusters Score -337652.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -337718.531250 Penalty: 2602.177734
	Iteration 10Q: 3 clusters Score -337718.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -337783.812500 Penalty: 2602.177734
	Iteration 11Q: 3 clusters Score -337783.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -337837.000000 Penalty: 2602.177734
	Iteration 12Q: 3 clusters Score -337837 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -337873.625000 Penalty: 2602.177734
	Iteration 13Q: 3 clusters Score -337873.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -337912.687500 Penalty: 2602.177734
	Iteration 14Q: 3 clusters Score -337912.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -337962.125000 Penalty: 2602.177734
	Iteration 15Q: 3 clusters Score -337962.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -338023.031250 Penalty: 2602.177734
	Iteration 16Q: 3 clusters Score -338023 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -338116.968750 Penalty: 2602.177734
	Iteration 17Q: 3 clusters Score -338117 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -338260.312500 Penalty: 2602.177734
	Iteration 18Q: 3 clusters Score -338260.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -338508.812500 Penalty: 2602.177734
	Iteration 19Q: 3 clusters Score -338508.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -338773.500000 Penalty: 2602.177734
	Iteration 20F: 3 clusters Score -338773.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -338896.187500 Penalty: 2602.177734
	Iteration 21Q: 3 clusters Score -338896.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -338932.968750 Penalty: 2602.177734
	Iteration 22Q: 3 clusters Score -338933 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -338947.625000 Penalty: 2602.177734
	Iteration 23Q: 3 clusters Score -338947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -338951.937500 Penalty: 2602.177734
	Iteration 24Q: 3 clusters Score -338951.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -338953.843750 Penalty: 2602.177734
	Iteration 25Q: 3 clusters Score -338953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338954.937500 Penalty: 2602.177734
	Iteration 26Q: 3 clusters Score -338954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338954.937500 Penalty: 2602.177734
	Iteration 27F: 3 clusters Score -338954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Entering Unmasked Estep 
Score: -142942.937500 Penalty: 1157.858521
	Iteration 0F: 2 clusters Score -142942.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -141316.531250 Penalty: 2315.717041
	Iteration 0F: 3 clusters Score -141316.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -141613.312500 Penalty: 2315.717041
	Iteration 1F: 3 clusters Score -141613.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -141698.656250 Penalty: 2315.717041
	Iteration 2F: 3 clusters Score -141698.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -141749.093750 Penalty: 2315.717041
	Iteration 3Q: 3 clusters Score -141749.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141774.453125 Penalty: 2315.717041
	Iteration 4Q: 3 clusters Score -141774.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141786.671875 Penalty: 2315.717041
	Iteration 5Q: 3 clusters Score -141786.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141796.906250 Penalty: 2315.717041
	Iteration 6Q: 3 clusters Score -141796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -141804.625000 Penalty: 2315.717041
	Iteration 7Q: 3 clusters Score -141804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -141809.796875 Penalty: 2315.717041
	Iteration 8Q: 3 clusters Score -141809.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141818.296875 Penalty: 2315.717041
	Iteration 9Q: 3 clusters Score -141818.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -141825.046875 Penalty: 2315.717041
	Iteration 10Q: 3 clusters Score -141825 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141829.859375 Penalty: 2315.717041
	Iteration 11Q: 3 clusters Score -141829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -141834.343750 Penalty: 2315.717041
	Iteration 12Q: 3 clusters Score -141834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -141838.125000 Penalty: 2315.717041
	Iteration 13Q: 3 clusters Score -141838.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -141840.328125 Penalty: 2315.717041
	Iteration 14Q: 3 clusters Score -141840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141841.984375 Penalty: 2315.717041
	Iteration 15Q: 3 clusters Score -141842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -141843.078125 Penalty: 2315.717041
	Iteration 16Q: 3 clusters Score -141843.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141843.671875 Penalty: 2315.717041
	Iteration 17Q: 3 clusters Score -141843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -141843.671875 Penalty: 2315.717041
	Iteration 18F: 3 clusters Score -141843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -64421.332031 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -64421.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63264.363281 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -63264.36 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -63453.949219 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -63453.95 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -63529.308594 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -63529.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -63560.664062 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -63560.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -63583.128906 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -63583.13 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63607.992188 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -63607.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63626.925781 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -63626.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63635.843750 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -63635.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63646.101562 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -63646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -63651.355469 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -63651.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -63670.230469 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -63670.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -63689.117188 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -63689.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -63722.914062 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -63722.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63758.593750 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -63758.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63808.027344 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -63808.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -63853.214844 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -63853.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63878.523438 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -63878.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63909.183594 Penalty: 2075.735840
	Iteration 17Q: 3 clusters Score -63909.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63919.859375 Penalty: 2075.735840
	Iteration 18Q: 3 clusters Score -63919.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63941.828125 Penalty: 2075.735840
	Iteration 19Q: 3 clusters Score -63941.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -63948.460938 Penalty: 2075.735840
	Iteration 20F: 3 clusters Score -63948.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63954.140625 Penalty: 2075.735840
	Iteration 21Q: 3 clusters Score -63954.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -63957.988281 Penalty: 2075.735840
	Iteration 22Q: 3 clusters Score -63957.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -63959.796875 Penalty: 2075.735840
	Iteration 23Q: 3 clusters Score -63959.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63961.601562 Penalty: 2075.735840
	Iteration 24Q: 3 clusters Score -63961.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63962.773438 Penalty: 2075.735840
	Iteration 25Q: 3 clusters Score -63962.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63962.773438 Penalty: 2075.735840
	Iteration 26F: 3 clusters Score -63962.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (87732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87732 members 
Entering Unmasked Estep 
Score: -10059413.000000 Penalty: 1849.581787
	Iteration 0F: 2 clusters Score -1.005941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -10000666.000000 Penalty: 3699.163574
	Iteration 0F: 3 clusters Score -1.000067e+07 nChanged 41979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -10025150.000000 Penalty: 3699.163574
	Iteration 1F: 3 clusters Score -1.002515e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46133 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -10025898.000000 Penalty: 3699.163574
	Iteration 2Q: 3 clusters Score -1.00259e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -10026936.000000 Penalty: 3699.163574
	Iteration 3Q: 3 clusters Score -1.002694e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -10028432.000000 Penalty: 3699.163574
	Iteration 4Q: 3 clusters Score -1.002843e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -10030700.000000 Penalty: 3699.163574
	Iteration 5F: 3 clusters Score -1.00307e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -10034040.000000 Penalty: 3699.163574
	Iteration 6F: 3 clusters Score -1.003404e+07 nChanged 5665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -10038401.000000 Penalty: 3699.163574
	Iteration 7F: 3 clusters Score -1.00384e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68217 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -10043121.000000 Penalty: 3699.163574
	Iteration 8F: 3 clusters Score -1.004312e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -10047041.000000 Penalty: 3699.163574
	Iteration 9F: 3 clusters Score -1.004704e+07 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75763 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -10049727.000000 Penalty: 3699.163574
	Iteration 10Q: 3 clusters Score -1.004973e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78211 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -10051573.000000 Penalty: 3699.163574
	Iteration 11Q: 3 clusters Score -1.005157e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80124 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -10052863.000000 Penalty: 3699.163574
	Iteration 12Q: 3 clusters Score -1.005286e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -10053925.000000 Penalty: 3699.163574
	Iteration 13Q: 3 clusters Score -1.005392e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83153 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -10054834.000000 Penalty: 3699.163574
	Iteration 14Q: 3 clusters Score -1.005483e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84303 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -10055709.000000 Penalty: 3699.163574
	Iteration 15Q: 3 clusters Score -1.005571e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85231 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -10056409.000000 Penalty: 3699.163574
	Iteration 16Q: 3 clusters Score -1.005641e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10056852.000000 Penalty: 3699.163574
	Iteration 17Q: 3 clusters Score -1.005685e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86400 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -10057204.000000 Penalty: 3699.163574
	Iteration 18Q: 3 clusters Score -1.00572e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86743 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10057424.000000 Penalty: 3699.163574
	Iteration 19Q: 3 clusters Score -1.005742e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86962 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10057596.000000 Penalty: 3699.163574
	Iteration 20F: 3 clusters Score -1.00576e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87105 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -10057708.000000 Penalty: 3699.163574
	Iteration 21Q: 3 clusters Score -1.005771e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87191 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -10057774.000000 Penalty: 3699.163574
	Iteration 22Q: 3 clusters Score -1.005777e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87245 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -10057800.000000 Penalty: 3699.163574
	Iteration 23Q: 3 clusters Score -1.00578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87276 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -10057837.000000 Penalty: 3699.163574
	Iteration 24Q: 3 clusters Score -1.005784e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -10057851.000000 Penalty: 3699.163574
	Iteration 25Q: 3 clusters Score -1.005785e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87304 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10057871.000000 Penalty: 3699.163574
	Iteration 26Q: 3 clusters Score -1.005787e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87317 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -10057884.000000 Penalty: 3699.163574
	Iteration 27Q: 3 clusters Score -1.005788e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -10057916.000000 Penalty: 3699.163574
	Iteration 28Q: 3 clusters Score -1.005792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87342 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -10057920.000000 Penalty: 3699.163574
	Iteration 29Q: 3 clusters Score -1.005792e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87359 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10057948.000000 Penalty: 3699.163574
	Iteration 30Q: 3 clusters Score -1.005795e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87374 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -10057957.000000 Penalty: 3699.163574
	Iteration 31Q: 3 clusters Score -1.005796e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10057973.000000 Penalty: 3699.163574
	Iteration 32Q: 3 clusters Score -1.005797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10057981.000000 Penalty: 3699.163574
	Iteration 33Q: 3 clusters Score -1.005798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87385 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10057986.000000 Penalty: 3699.163574
	Iteration 34Q: 3 clusters Score -1.005799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87384 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -10057979.000000 Penalty: 3699.163574
	Iteration 35Q: 3 clusters Score -1.005798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -10057980.000000 Penalty: 3699.163574
	Iteration 36Q: 3 clusters Score -1.005798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87380 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10057981.000000 Penalty: 3699.163574
	Iteration 37Q: 3 clusters Score -1.005798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -10057988.000000 Penalty: 3699.163574
	Iteration 38Q: 3 clusters Score -1.005799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87378 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -10057991.000000 Penalty: 3699.163574
	Iteration 39Q: 3 clusters Score -1.005799e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87377 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10057988.000000 Penalty: 3699.163574
	Iteration 40F: 3 clusters Score -1.005799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10057990.000000 Penalty: 3699.163574
	Iteration 41Q: 3 clusters Score -1.005799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -10057999.000000 Penalty: 3699.163574
	Iteration 42Q: 3 clusters Score -1.0058e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10057994.000000 Penalty: 3699.163574
	Iteration 43Q: 3 clusters Score -1.005799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10057998.000000 Penalty: 3699.163574
	Iteration 44Q: 3 clusters Score -1.0058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10057996.000000 Penalty: 3699.163574
	Iteration 45Q: 3 clusters Score -1.0058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10057996.000000 Penalty: 3699.163574
	Iteration 46F: 3 clusters Score -1.0058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Entering Unmasked Estep 
Score: -171786.656250 Penalty: 1191.722412
	Iteration 0F: 2 clusters Score -171786.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -169994.390625 Penalty: 2383.444824
	Iteration 0F: 3 clusters Score -169994.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -170379.593750 Penalty: 2383.444824
	Iteration 1F: 3 clusters Score -170379.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -170469.078125 Penalty: 2383.444824
	Iteration 2F: 3 clusters Score -170469.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -170510.859375 Penalty: 2383.444824
	Iteration 3Q: 3 clusters Score -170510.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -170538.562500 Penalty: 2383.444824
	Iteration 4Q: 3 clusters Score -170538.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -170551.546875 Penalty: 2383.444824
	Iteration 5Q: 3 clusters Score -170551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -170555.203125 Penalty: 2383.444824
	Iteration 6Q: 3 clusters Score -170555.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -170560.796875 Penalty: 2383.444824
	Iteration 7Q: 3 clusters Score -170560.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -170566.968750 Penalty: 2383.444824
	Iteration 8Q: 3 clusters Score -170567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -170570.203125 Penalty: 2383.444824
	Iteration 9Q: 3 clusters Score -170570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -170571.031250 Penalty: 2383.444824
	Iteration 10Q: 3 clusters Score -170571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -170572.875000 Penalty: 2383.444824
	Iteration 11Q: 3 clusters Score -170572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -170575.265625 Penalty: 2383.444824
	Iteration 12Q: 3 clusters Score -170575.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -170579.734375 Penalty: 2383.444824
	Iteration 13Q: 3 clusters Score -170579.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -170583.765625 Penalty: 2383.444824
	Iteration 14Q: 3 clusters Score -170583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -170587.734375 Penalty: 2383.444824
	Iteration 15Q: 3 clusters Score -170587.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -170594.750000 Penalty: 2383.444824
	Iteration 16Q: 3 clusters Score -170594.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170599.671875 Penalty: 2383.444824
	Iteration 17Q: 3 clusters Score -170599.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -170602.781250 Penalty: 2383.444824
	Iteration 18Q: 3 clusters Score -170602.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -170606.187500 Penalty: 2383.444824
	Iteration 19Q: 3 clusters Score -170606.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -170608.609375 Penalty: 2383.444824
	Iteration 20F: 3 clusters Score -170608.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -170611.328125 Penalty: 2383.444824
	Iteration 21Q: 3 clusters Score -170611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170611.453125 Penalty: 2383.444824
	Iteration 22Q: 3 clusters Score -170611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -170611.453125 Penalty: 2383.444824
	Iteration 23F: 3 clusters Score -170611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 16085 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 5050 members 
Mstep: Class 11 contains 2233 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 10197 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8328 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5889 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44520 members 
Mstep: Class 25 contains 7577 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4221 members 
Mstep: Class 35 contains 10230 members 
Mstep: Class 36 contains 6544 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 1243 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87732 members 
Mstep: Class 41 contains 1531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135800.000000 Penalty: 87349.148438
Iteration 119Q: 43 clusters Score -4.01358e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 6088 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6437 members 
Mstep: Class 7 contains 16076 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2236 members 
Mstep: Class 12 contains 5421 members 
Mstep: Class 13 contains 10192 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28769 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8455 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5886 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44523 members 
Mstep: Class 25 contains 7575 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4225 members 
Mstep: Class 35 contains 10230 members 
Mstep: Class 36 contains 6492 members 
Mstep: Class 37 contains 3000 members 
Mstep: Class 38 contains 1246 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87737 members 
Mstep: Class 41 contains 1533 members 
Mstep: Class 42 contains 4346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136000.000000 Penalty: 87349.148438
Iteration 120F: 43 clusters Score -4.0136e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7834 members 
Mstep: Class 3 contains 6089 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6432 members 
Mstep: Class 7 contains 16078 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2239 members 
Mstep: Class 12 contains 5418 members 
Mstep: Class 13 contains 10190 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28777 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8338 members 
Mstep: Class 20 contains 18736 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44526 members 
Mstep: Class 25 contains 7575 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2734 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9150 members 
Mstep: Class 34 contains 4228 members 
Mstep: Class 35 contains 10229 members 
Mstep: Class 36 contains 6454 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 1251 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87740 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 4495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136132.000000 Penalty: 87349.148438
Iteration 121Q: 43 clusters Score -4.013613e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2239 members 
Mstep: Class 6 contains 6428 members 
Mstep: Class 7 contains 16078 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 5417 members 
Mstep: Class 13 contains 10186 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28786 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8246 members 
Mstep: Class 20 contains 18734 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44527 members 
Mstep: Class 25 contains 7575 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2735 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9150 members 
Mstep: Class 34 contains 4230 members 
Mstep: Class 35 contains 10237 members 
Mstep: Class 36 contains 6445 members 
Mstep: Class 37 contains 3001 members 
Mstep: Class 38 contains 1257 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87741 members 
Mstep: Class 41 contains 1535 members 
Mstep: Class 42 contains 4593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136180.000000 Penalty: 87349.148438
Iteration 122Q: 43 clusters Score -4.013618e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 6090 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6420 members 
Mstep: Class 7 contains 16075 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 10184 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 28800 members 
Mstep: Class 16 contains 3682 members 
Mstep: Class 17 contains 1682 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8176 members 
Mstep: Class 20 contains 18731 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44533 members 
Mstep: Class 25 contains 7573 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4234 members 
Mstep: Class 35 contains 10246 members 
Mstep: Class 36 contains 6436 members 
Mstep: Class 37 contains 3002 members 
Mstep: Class 38 contains 1266 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87743 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136192.000000 Penalty: 87349.148438
Iteration 123Q: 43 clusters Score -4.013619e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7792 members 
Mstep: Class 3 contains 6091 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6412 members 
Mstep: Class 7 contains 16074 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5380 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 10183 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28813 members 
Mstep: Class 16 contains 3684 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8114 members 
Mstep: Class 20 contains 18731 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44536 members 
Mstep: Class 25 contains 7572 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 10257 members 
Mstep: Class 36 contains 6430 members 
Mstep: Class 37 contains 3004 members 
Mstep: Class 38 contains 1279 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87741 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136292.000000 Penalty: 87349.148438
Iteration 124Q: 43 clusters Score -4.013629e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7776 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5383 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2241 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28826 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8067 members 
Mstep: Class 20 contains 18726 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44540 members 
Mstep: Class 25 contains 7570 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21104 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10272 members 
Mstep: Class 36 contains 6428 members 
Mstep: Class 37 contains 3006 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87740 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136296.000000 Penalty: 87349.148438
Iteration 125Q: 43 clusters Score -4.01363e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7760 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6399 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2242 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28838 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 1683 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 8015 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1211 members 
Mstep: Class 24 contains 44544 members 
Mstep: Class 25 contains 7562 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 10287 members 
Mstep: Class 36 contains 6429 members 
Mstep: Class 37 contains 3009 members 
Mstep: Class 38 contains 1305 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87737 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136316.000000 Penalty: 87349.148438
Iteration 126Q: 43 clusters Score -4.013632e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7744 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6402 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2243 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28844 members 
Mstep: Class 16 contains 3690 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7942 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44546 members 
Mstep: Class 25 contains 7557 members 
Mstep: Class 26 contains 3520 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9146 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10310 members 
Mstep: Class 36 contains 6431 members 
Mstep: Class 37 contains 3012 members 
Mstep: Class 38 contains 1316 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87734 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136400.000000 Penalty: 87349.148438
Iteration 127Q: 43 clusters Score -4.01364e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7726 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28852 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7879 members 
Mstep: Class 20 contains 18721 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1215 members 
Mstep: Class 24 contains 44546 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 10334 members 
Mstep: Class 36 contains 6432 members 
Mstep: Class 37 contains 3015 members 
Mstep: Class 38 contains 1318 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87731 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136364.000000 Penalty: 87349.148438
Iteration 128Q: 43 clusters Score -4.013636e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7716 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6400 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28861 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 1684 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7820 members 
Mstep: Class 20 contains 18720 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1215 members 
Mstep: Class 24 contains 44549 members 
Mstep: Class 25 contains 7558 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10359 members 
Mstep: Class 36 contains 6433 members 
Mstep: Class 37 contains 3017 members 
Mstep: Class 38 contains 1321 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87722 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136336.000000 Penalty: 87349.148438
Iteration 129Q: 43 clusters Score -4.013634e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7707 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6395 members 
Mstep: Class 7 contains 16070 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28865 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 1685 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7767 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1215 members 
Mstep: Class 24 contains 44551 members 
Mstep: Class 25 contains 7551 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10378 members 
Mstep: Class 36 contains 6434 members 
Mstep: Class 37 contains 3021 members 
Mstep: Class 38 contains 1323 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87720 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136352.000000 Penalty: 87349.148438
Iteration 130Q: 43 clusters Score -4.013635e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7696 members 
Mstep: Class 3 contains 6092 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 16069 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28871 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7720 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44553 members 
Mstep: Class 25 contains 7547 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 10401 members 
Mstep: Class 36 contains 6433 members 
Mstep: Class 37 contains 3024 members 
Mstep: Class 38 contains 1327 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87720 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 4976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136376.000000 Penalty: 87349.148438
Iteration 131Q: 43 clusters Score -4.013638e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7692 members 
Mstep: Class 3 contains 6093 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 16071 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28879 members 
Mstep: Class 16 contains 3690 members 
Mstep: Class 17 contains 1686 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7667 members 
Mstep: Class 20 contains 18716 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7547 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 10425 members 
Mstep: Class 36 contains 6429 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1330 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87717 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136480.000000 Penalty: 87349.148438
Iteration 132Q: 43 clusters Score -4.013648e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7685 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 16073 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28887 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 18715 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7547 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10450 members 
Mstep: Class 36 contains 6427 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87713 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136436.000000 Penalty: 87349.148438
Iteration 133Q: 43 clusters Score -4.013644e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7679 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6383 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 5048 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10182 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28895 members 
Mstep: Class 16 contains 3686 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7536 members 
Mstep: Class 20 contains 18715 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44552 members 
Mstep: Class 25 contains 7546 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10481 members 
Mstep: Class 36 contains 6426 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 1334 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87708 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136472.000000 Penalty: 87349.148438
Iteration 134Q: 43 clusters Score -4.013647e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7673 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6379 members 
Mstep: Class 7 contains 16072 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10180 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28901 members 
Mstep: Class 16 contains 3687 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7476 members 
Mstep: Class 20 contains 18715 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7545 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 10514 members 
Mstep: Class 36 contains 6424 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1334 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87708 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136484.000000 Penalty: 87349.148438
Iteration 135Q: 43 clusters Score -4.013648e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 6093 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6381 members 
Mstep: Class 7 contains 16070 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5387 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10176 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28905 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7397 members 
Mstep: Class 20 contains 18714 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44549 members 
Mstep: Class 25 contains 7544 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 10551 members 
Mstep: Class 36 contains 6425 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1332 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87708 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136528.000000 Penalty: 87349.148438
Iteration 136Q: 43 clusters Score -4.013653e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7662 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 16069 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 5047 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10171 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28914 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7298 members 
Mstep: Class 20 contains 18713 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 44550 members 
Mstep: Class 25 contains 7543 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1315 members 
Mstep: Class 33 contains 9147 members 
Mstep: Class 34 contains 4235 members 
Mstep: Class 35 contains 10596 members 
Mstep: Class 36 contains 6426 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1333 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87710 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136572.000000 Penalty: 87349.148438
Iteration 137Q: 43 clusters Score -4.013657e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7655 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6384 members 
Mstep: Class 7 contains 16067 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10168 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28922 members 
Mstep: Class 16 contains 3701 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7215 members 
Mstep: Class 20 contains 18714 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1215 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7538 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1316 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4237 members 
Mstep: Class 35 contains 10641 members 
Mstep: Class 36 contains 6424 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1334 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87705 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136580.000000 Penalty: 87349.148438
Iteration 138Q: 43 clusters Score -4.013658e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7650 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6387 members 
Mstep: Class 7 contains 16062 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10166 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28924 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7124 members 
Mstep: Class 20 contains 18714 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 44556 members 
Mstep: Class 25 contains 7536 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9149 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 10691 members 
Mstep: Class 36 contains 6420 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1335 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87702 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136548.000000 Penalty: 87349.148438
Iteration 139Q: 43 clusters Score -4.013655e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7644 members 
Mstep: Class 3 contains 6096 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6388 members 
Mstep: Class 7 contains 16058 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10161 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28935 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 7031 members 
Mstep: Class 20 contains 18714 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44560 members 
Mstep: Class 25 contains 7533 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 10730 members 
Mstep: Class 36 contains 6416 members 
Mstep: Class 37 contains 3025 members 
Mstep: Class 38 contains 1335 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87703 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136564.000000 Penalty: 87349.148438
Iteration 140F: 43 clusters Score -4.013656e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7629 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 16061 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10161 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28939 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 6925 members 
Mstep: Class 20 contains 18710 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44564 members 
Mstep: Class 25 contains 7528 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 10788 members 
Mstep: Class 36 contains 6420 members 
Mstep: Class 37 contains 3026 members 
Mstep: Class 38 contains 1337 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87694 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136668.000000 Penalty: 87349.148438
Iteration 141Q: 43 clusters Score -4.013667e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7620 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2858 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6385 members 
Mstep: Class 7 contains 16063 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5381 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10161 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28946 members 
Mstep: Class 16 contains 3693 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 18708 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44566 members 
Mstep: Class 25 contains 7523 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21102 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2736 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4235 members 
Mstep: Class 35 contains 10856 members 
Mstep: Class 36 contains 6417 members 
Mstep: Class 37 contains 3027 members 
Mstep: Class 38 contains 1337 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87688 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136756.000000 Penalty: 87349.148438
Iteration 142Q: 43 clusters Score -4.013676e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7611 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2857 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 16064 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10161 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28958 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 6637 members 
Mstep: Class 20 contains 18706 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44566 members 
Mstep: Class 25 contains 7516 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1317 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4235 members 
Mstep: Class 35 contains 10946 members 
Mstep: Class 36 contains 6418 members 
Mstep: Class 37 contains 3028 members 
Mstep: Class 38 contains 1338 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87684 members 
Mstep: Class 41 contains 1534 members 
Mstep: Class 42 contains 5600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136820.000000 Penalty: 87349.148438
Iteration 143Q: 43 clusters Score -4.013682e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 16058 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5384 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10161 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28965 members 
Mstep: Class 16 contains 3697 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 18707 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44565 members 
Mstep: Class 25 contains 7508 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21102 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3689 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1318 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4233 members 
Mstep: Class 35 contains 11026 members 
Mstep: Class 36 contains 6415 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1341 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87680 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 5684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136832.000000 Penalty: 87349.148438
Iteration 144Q: 43 clusters Score -4.013683e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7591 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6398 members 
Mstep: Class 7 contains 16050 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 5041 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10160 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28978 members 
Mstep: Class 16 contains 3694 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 6318 members 
Mstep: Class 20 contains 18706 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44559 members 
Mstep: Class 25 contains 7501 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21102 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1320 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 11134 members 
Mstep: Class 36 contains 6412 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1346 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87668 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136832.000000 Penalty: 87349.148438
Iteration 145Q: 43 clusters Score -4.013683e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 6095 members 
Mstep: Class 4 contains 2854 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6396 members 
Mstep: Class 7 contains 16045 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10159 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 28994 members 
Mstep: Class 16 contains 3685 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 6143 members 
Mstep: Class 20 contains 18701 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44554 members 
Mstep: Class 25 contains 7497 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21101 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3688 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9148 members 
Mstep: Class 34 contains 4229 members 
Mstep: Class 35 contains 11240 members 
Mstep: Class 36 contains 6412 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1353 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87661 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136960.000000 Penalty: 87349.148438
Iteration 146Q: 43 clusters Score -4.013696e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7574 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6393 members 
Mstep: Class 7 contains 16043 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5385 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 10157 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29002 members 
Mstep: Class 16 contains 3674 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 18695 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44549 members 
Mstep: Class 25 contains 7489 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21100 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1323 members 
Mstep: Class 33 contains 9145 members 
Mstep: Class 34 contains 4228 members 
Mstep: Class 35 contains 11337 members 
Mstep: Class 36 contains 6410 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1358 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87651 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137008.000000 Penalty: 87349.148438
Iteration 147Q: 43 clusters Score -4.013701e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 16026 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5382 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10155 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29008 members 
Mstep: Class 16 contains 3660 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 18692 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44544 members 
Mstep: Class 25 contains 7484 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21101 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1324 members 
Mstep: Class 33 contains 9144 members 
Mstep: Class 34 contains 4226 members 
Mstep: Class 35 contains 11441 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 3029 members 
Mstep: Class 38 contains 1358 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87637 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137016.000000 Penalty: 87349.148438
Iteration 148Q: 43 clusters Score -4.013702e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7566 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2853 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6386 members 
Mstep: Class 7 contains 16021 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5378 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10159 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 3655 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5748 members 
Mstep: Class 20 contains 18688 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44536 members 
Mstep: Class 25 contains 7473 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21101 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9143 members 
Mstep: Class 34 contains 4226 members 
Mstep: Class 35 contains 11544 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3032 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87618 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137040.000000 Penalty: 87349.148438
Iteration 149Q: 43 clusters Score -4.013704e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7565 members 
Mstep: Class 3 contains 6094 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 16009 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5377 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2245 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29032 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5615 members 
Mstep: Class 20 contains 18689 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44532 members 
Mstep: Class 25 contains 7458 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21102 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3687 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 4224 members 
Mstep: Class 35 contains 11654 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 3033 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87600 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137096.000000 Penalty: 87349.148438
Iteration 150Q: 43 clusters Score -4.01371e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7559 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6369 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5370 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10158 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29025 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 18686 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44533 members 
Mstep: Class 25 contains 7445 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21102 members 
Mstep: Class 28 contains 902 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9141 members 
Mstep: Class 34 contains 4226 members 
Mstep: Class 35 contains 11737 members 
Mstep: Class 36 contains 6395 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87588 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137164.000000 Penalty: 87349.148438
Iteration 151Q: 43 clusters Score -4.013716e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7556 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5366 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 2246 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10157 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29029 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 18681 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44531 members 
Mstep: Class 25 contains 7429 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21101 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 4225 members 
Mstep: Class 35 contains 11825 members 
Mstep: Class 36 contains 6391 members 
Mstep: Class 37 contains 3035 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87571 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137352.000000 Penalty: 87349.148438
Iteration 152Q: 43 clusters Score -4.013735e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7558 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5364 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 2248 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10154 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29036 members 
Mstep: Class 16 contains 3652 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5352 members 
Mstep: Class 20 contains 18679 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5884 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44526 members 
Mstep: Class 25 contains 7415 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21100 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 4224 members 
Mstep: Class 35 contains 11904 members 
Mstep: Class 36 contains 6390 members 
Mstep: Class 37 contains 3036 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87559 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137424.000000 Penalty: 87349.148438
Iteration 153Q: 43 clusters Score -4.013742e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7561 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6371 members 
Mstep: Class 7 contains 16007 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 5363 members 
Mstep: Class 10 contains 5037 members 
Mstep: Class 11 contains 2251 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10153 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 16 contains 3651 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5250 members 
Mstep: Class 20 contains 18677 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5883 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44522 members 
Mstep: Class 25 contains 7401 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21099 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9138 members 
Mstep: Class 34 contains 4225 members 
Mstep: Class 35 contains 11986 members 
Mstep: Class 36 contains 6391 members 
Mstep: Class 37 contains 3037 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87548 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137444.000000 Penalty: 87349.148438
Iteration 154Q: 43 clusters Score -4.013744e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 15994 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5359 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 5413 members 
Mstep: Class 13 contains 10152 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29050 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5168 members 
Mstep: Class 20 contains 18675 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44515 members 
Mstep: Class 25 contains 7384 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21099 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1321 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4227 members 
Mstep: Class 35 contains 12061 members 
Mstep: Class 36 contains 6390 members 
Mstep: Class 37 contains 3039 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87538 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137580.000000 Penalty: 87349.148438
Iteration 155Q: 43 clusters Score -4.013758e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7571 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 2851 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6376 members 
Mstep: Class 7 contains 15986 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5356 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10149 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 16 contains 3648 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5101 members 
Mstep: Class 20 contains 18675 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44508 members 
Mstep: Class 25 contains 7367 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21099 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4228 members 
Mstep: Class 35 contains 12135 members 
Mstep: Class 36 contains 6384 members 
Mstep: Class 37 contains 3044 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87531 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137556.000000 Penalty: 87349.148438
Iteration 156Q: 43 clusters Score -4.013756e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6375 members 
Mstep: Class 7 contains 15976 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5357 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29043 members 
Mstep: Class 16 contains 3644 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5058 members 
Mstep: Class 20 contains 18673 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44503 members 
Mstep: Class 25 contains 7350 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3685 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9137 members 
Mstep: Class 34 contains 4230 members 
Mstep: Class 35 contains 12208 members 
Mstep: Class 36 contains 6381 members 
Mstep: Class 37 contains 3050 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87525 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137560.000000 Penalty: 87349.148438
Iteration 157Q: 43 clusters Score -4.013756e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7558 members 
Mstep: Class 3 contains 6097 members 
Mstep: Class 4 contains 2849 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6372 members 
Mstep: Class 7 contains 15962 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 2252 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29027 members 
Mstep: Class 16 contains 3635 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5026 members 
Mstep: Class 20 contains 18670 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44501 members 
Mstep: Class 25 contains 7337 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21098 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3684 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9135 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 12285 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 3055 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87523 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137560.000000 Penalty: 87349.148438
Iteration 158Q: 43 clusters Score -4.013756e+07 nChanged 268
Entering ConstructFrom: 
Score: -40137560.000000 Penalty: 87349.148438
Entering ConstructFrom: 
Trying to split cluster 1 (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: -56912.910156 Penalty: 1050.495605
	Iteration 0F: 2 clusters Score -56912.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -55845.699219 Penalty: 2100.991211
	Iteration 0F: 3 clusters Score -55845.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -56329.843750 Penalty: 2100.991211
	Iteration 1F: 3 clusters Score -56329.84 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -56530.648438 Penalty: 2100.991211
	Iteration 2F: 3 clusters Score -56530.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -56694.613281 Penalty: 2100.991211
	Iteration 3F: 3 clusters Score -56694.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -56811.113281 Penalty: 2100.991211
	Iteration 4Q: 3 clusters Score -56811.11 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -56917.503906 Penalty: 2100.991211
	Iteration 5Q: 3 clusters Score -56917.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57047.734375 Penalty: 2100.991211
	Iteration 6Q: 3 clusters Score -57047.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -57177.390625 Penalty: 2100.991211
	Iteration 7Q: 3 clusters Score -57177.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -57260.042969 Penalty: 2100.991211
	Iteration 8Q: 3 clusters Score -57260.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -57306.144531 Penalty: 2100.991211
	Iteration 9Q: 3 clusters Score -57306.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -57407.218750 Penalty: 2100.991211
	Iteration 10Q: 3 clusters Score -57407.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -57495.261719 Penalty: 2100.991211
	Iteration 11Q: 3 clusters Score -57495.26 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57536.593750 Penalty: 2100.991211
	Iteration 12Q: 3 clusters Score -57536.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57576.703125 Penalty: 2100.991211
	Iteration 13Q: 3 clusters Score -57576.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -57600.761719 Penalty: 2100.991211
	Iteration 14Q: 3 clusters Score -57600.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -57629.878906 Penalty: 2100.991211
	Iteration 15Q: 3 clusters Score -57629.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -57649.855469 Penalty: 2100.991211
	Iteration 16Q: 3 clusters Score -57649.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -57665.480469 Penalty: 2100.991211
	Iteration 17Q: 3 clusters Score -57665.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -57675.496094 Penalty: 2100.991211
	Iteration 18Q: 3 clusters Score -57675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57687.136719 Penalty: 2100.991211
	Iteration 19Q: 3 clusters Score -57687.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -57696.484375 Penalty: 2100.991211
	Iteration 20F: 3 clusters Score -57696.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57699.343750 Penalty: 2100.991211
	Iteration 21Q: 3 clusters Score -57699.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57705.191406 Penalty: 2100.991211
	Iteration 22Q: 3 clusters Score -57705.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57705.191406 Penalty: 2100.991211
	Iteration 23F: 3 clusters Score -57705.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44499 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 3062 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87532 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6560 members 
Mstep: Class 43 contains 229 members 
Entering Unmasked Estep 
Score: -40137356.000000 Penalty: 89428.890625
Splitting cluster 1 changes total score from -40137560.000000 to -40137356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Entering Unmasked Estep 
Score: -843576.937500 Penalty: 1451.011719
	Iteration 0F: 2 clusters Score -843576.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -837987.312500 Penalty: 2902.023438
	Iteration 0F: 3 clusters Score -837987.3 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -839756.625000 Penalty: 2902.023438
	Iteration 1F: 3 clusters Score -839756.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -840144.625000 Penalty: 2902.023438
	Iteration 2F: 3 clusters Score -840144.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -840629.125000 Penalty: 2902.023438
	Iteration 3F: 3 clusters Score -840629.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -841131.687500 Penalty: 2902.023438
	Iteration 4F: 3 clusters Score -841131.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -841551.687500 Penalty: 2902.023438
	Iteration 5F: 3 clusters Score -841551.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -841914.187500 Penalty: 2902.023438
	Iteration 6F: 3 clusters Score -841914.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -842244.937500 Penalty: 2902.023438
	Iteration 7F: 3 clusters Score -842244.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -842467.687500 Penalty: 2902.023438
	Iteration 8Q: 3 clusters Score -842467.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -842578.375000 Penalty: 2902.023438
	Iteration 9Q: 3 clusters Score -842578.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -842650.437500 Penalty: 2902.023438
	Iteration 10Q: 3 clusters Score -842650.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -842695.437500 Penalty: 2902.023438
	Iteration 11Q: 3 clusters Score -842695.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -842723.187500 Penalty: 2902.023438
	Iteration 12Q: 3 clusters Score -842723.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -842741.687500 Penalty: 2902.023438
	Iteration 13Q: 3 clusters Score -842741.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -842752.125000 Penalty: 2902.023438
	Iteration 14Q: 3 clusters Score -842752.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -842765.187500 Penalty: 2902.023438
	Iteration 15Q: 3 clusters Score -842765.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -842769.687500 Penalty: 2902.023438
	Iteration 16Q: 3 clusters Score -842769.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -842777.312500 Penalty: 2902.023438
	Iteration 17Q: 3 clusters Score -842777.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -842780.812500 Penalty: 2902.023438
	Iteration 18Q: 3 clusters Score -842780.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -842782.375000 Penalty: 2902.023438
	Iteration 19Q: 3 clusters Score -842782.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -842789.000000 Penalty: 2902.023438
	Iteration 20F: 3 clusters Score -842789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -842792.437500 Penalty: 2902.023438
	Iteration 21Q: 3 clusters Score -842792.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -842796.000000 Penalty: 2902.023438
	Iteration 22Q: 3 clusters Score -842796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -842800.625000 Penalty: 2902.023438
	Iteration 23Q: 3 clusters Score -842800.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -842801.187500 Penalty: 2902.023438
	Iteration 24Q: 3 clusters Score -842801.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -842806.500000 Penalty: 2902.023438
	Iteration 25Q: 3 clusters Score -842806.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -842810.625000 Penalty: 2902.023438
	Iteration 26Q: 3 clusters Score -842810.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -842819.937500 Penalty: 2902.023438
	Iteration 27Q: 3 clusters Score -842819.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -842824.125000 Penalty: 2902.023438
	Iteration 28Q: 3 clusters Score -842824.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -842829.625000 Penalty: 2902.023438
	Iteration 29Q: 3 clusters Score -842829.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -842836.375000 Penalty: 2902.023438
	Iteration 30Q: 3 clusters Score -842836.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -842841.375000 Penalty: 2902.023438
	Iteration 31Q: 3 clusters Score -842841.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -842847.312500 Penalty: 2902.023438
	Iteration 32Q: 3 clusters Score -842847.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -842854.125000 Penalty: 2902.023438
	Iteration 33Q: 3 clusters Score -842854.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -842858.375000 Penalty: 2902.023438
	Iteration 34Q: 3 clusters Score -842858.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -842865.000000 Penalty: 2902.023438
	Iteration 35Q: 3 clusters Score -842865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -842871.062500 Penalty: 2902.023438
	Iteration 36Q: 3 clusters Score -842871.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -842878.375000 Penalty: 2902.023438
	Iteration 37Q: 3 clusters Score -842878.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -842885.000000 Penalty: 2902.023438
	Iteration 38Q: 3 clusters Score -842885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -842891.937500 Penalty: 2902.023438
	Iteration 39Q: 3 clusters Score -842891.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -842893.937500 Penalty: 2902.023438
	Iteration 40F: 3 clusters Score -842893.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -842896.437500 Penalty: 2902.023438
	Iteration 41Q: 3 clusters Score -842896.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -842901.562500 Penalty: 2902.023438
	Iteration 42Q: 3 clusters Score -842901.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -842902.437500 Penalty: 2902.023438
	Iteration 43Q: 3 clusters Score -842902.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -842905.562500 Penalty: 2902.023438
	Iteration 44Q: 3 clusters Score -842905.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -842905.187500 Penalty: 2902.023438
	Iteration 45Q: 3 clusters Score -842905.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -842906.812500 Penalty: 2902.023438
	Iteration 46Q: 3 clusters Score -842906.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -842907.375000 Penalty: 2902.023438
	Iteration 47Q: 3 clusters Score -842907.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -842908.125000 Penalty: 2902.023438
	Iteration 48Q: 3 clusters Score -842908.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -842907.937500 Penalty: 2902.023438
	Iteration 49Q: 3 clusters Score -842907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -842908.750000 Penalty: 2902.023438
	Iteration 50Q: 3 clusters Score -842908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -842909.687500 Penalty: 2902.023438
	Iteration 51Q: 3 clusters Score -842909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -842911.250000 Penalty: 2902.023438
	Iteration 52Q: 3 clusters Score -842911.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -842912.500000 Penalty: 2902.023438
	Iteration 53Q: 3 clusters Score -842912.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -842913.125000 Penalty: 2902.023438
	Iteration 54Q: 3 clusters Score -842913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -842913.250000 Penalty: 2902.023438
	Iteration 55Q: 3 clusters Score -842913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -842913.187500 Penalty: 2902.023438
	Iteration 56Q: 3 clusters Score -842913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -842913.875000 Penalty: 2902.023438
	Iteration 57Q: 3 clusters Score -842913.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -842913.875000 Penalty: 2902.023438
	Iteration 58F: 3 clusters Score -842913.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Entering Unmasked Estep 
Score: -717632.875000 Penalty: 1416.303955
	Iteration 0F: 2 clusters Score -717632.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -712891.562500 Penalty: 2832.607910
	Iteration 0F: 3 clusters Score -712891.6 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -714254.625000 Penalty: 2832.607910
	Iteration 1F: 3 clusters Score -714254.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -714456.375000 Penalty: 2832.607910
	Iteration 2F: 3 clusters Score -714456.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -714593.812500 Penalty: 2832.607910
	Iteration 3F: 3 clusters Score -714593.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -714703.500000 Penalty: 2832.607910
	Iteration 4Q: 3 clusters Score -714703.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -714781.500000 Penalty: 2832.607910
	Iteration 5Q: 3 clusters Score -714781.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -714853.625000 Penalty: 2832.607910
	Iteration 6Q: 3 clusters Score -714853.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -714929.562500 Penalty: 2832.607910
	Iteration 7Q: 3 clusters Score -714929.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -715016.437500 Penalty: 2832.607910
	Iteration 8Q: 3 clusters Score -715016.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -715098.562500 Penalty: 2832.607910
	Iteration 9Q: 3 clusters Score -715098.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -715208.187500 Penalty: 2832.607910
	Iteration 10Q: 3 clusters Score -715208.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -715338.000000 Penalty: 2832.607910
	Iteration 11Q: 3 clusters Score -715338 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -715457.250000 Penalty: 2832.607910
	Iteration 12Q: 3 clusters Score -715457.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -715580.625000 Penalty: 2832.607910
	Iteration 13Q: 3 clusters Score -715580.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -715674.812500 Penalty: 2832.607910
	Iteration 14Q: 3 clusters Score -715674.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -715765.937500 Penalty: 2832.607910
	Iteration 15Q: 3 clusters Score -715765.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -715841.750000 Penalty: 2832.607910
	Iteration 16Q: 3 clusters Score -715841.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -715901.562500 Penalty: 2832.607910
	Iteration 17Q: 3 clusters Score -715901.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -715958.437500 Penalty: 2832.607910
	Iteration 18Q: 3 clusters Score -715958.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -715992.937500 Penalty: 2832.607910
	Iteration 19Q: 3 clusters Score -715992.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -716010.187500 Penalty: 2832.607910
	Iteration 20F: 3 clusters Score -716010.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -716028.375000 Penalty: 2832.607910
	Iteration 21Q: 3 clusters Score -716028.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -716045.500000 Penalty: 2832.607910
	Iteration 22Q: 3 clusters Score -716045.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -716062.250000 Penalty: 2832.607910
	Iteration 23Q: 3 clusters Score -716062.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -716078.812500 Penalty: 2832.607910
	Iteration 24Q: 3 clusters Score -716078.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -716098.125000 Penalty: 2832.607910
	Iteration 25Q: 3 clusters Score -716098.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -716117.250000 Penalty: 2832.607910
	Iteration 26Q: 3 clusters Score -716117.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -716132.812500 Penalty: 2832.607910
	Iteration 27Q: 3 clusters Score -716132.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -716150.937500 Penalty: 2832.607910
	Iteration 28Q: 3 clusters Score -716150.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -716177.562500 Penalty: 2832.607910
	Iteration 29Q: 3 clusters Score -716177.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -716204.500000 Penalty: 2832.607910
	Iteration 30Q: 3 clusters Score -716204.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -716228.062500 Penalty: 2832.607910
	Iteration 31Q: 3 clusters Score -716228.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -716251.937500 Penalty: 2832.607910
	Iteration 32Q: 3 clusters Score -716251.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -716277.750000 Penalty: 2832.607910
	Iteration 33Q: 3 clusters Score -716277.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -716299.062500 Penalty: 2832.607910
	Iteration 34Q: 3 clusters Score -716299.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -716308.875000 Penalty: 2832.607910
	Iteration 35Q: 3 clusters Score -716308.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -716323.437500 Penalty: 2832.607910
	Iteration 36Q: 3 clusters Score -716323.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -716329.250000 Penalty: 2832.607910
	Iteration 37Q: 3 clusters Score -716329.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -716335.750000 Penalty: 2832.607910
	Iteration 38Q: 3 clusters Score -716335.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -716340.562500 Penalty: 2832.607910
	Iteration 39Q: 3 clusters Score -716340.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -716344.000000 Penalty: 2832.607910
	Iteration 40F: 3 clusters Score -716344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -716349.937500 Penalty: 2832.607910
	Iteration 41Q: 3 clusters Score -716349.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -716352.625000 Penalty: 2832.607910
	Iteration 42Q: 3 clusters Score -716352.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -716354.562500 Penalty: 2832.607910
	Iteration 43Q: 3 clusters Score -716354.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -716358.812500 Penalty: 2832.607910
	Iteration 44Q: 3 clusters Score -716358.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -716366.437500 Penalty: 2832.607910
	Iteration 45Q: 3 clusters Score -716366.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -716371.750000 Penalty: 2832.607910
	Iteration 46Q: 3 clusters Score -716371.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -716375.250000 Penalty: 2832.607910
	Iteration 47Q: 3 clusters Score -716375.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -716379.125000 Penalty: 2832.607910
	Iteration 48Q: 3 clusters Score -716379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -716383.562500 Penalty: 2832.607910
	Iteration 49Q: 3 clusters Score -716383.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -716388.375000 Penalty: 2832.607910
	Iteration 50Q: 3 clusters Score -716388.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -716390.750000 Penalty: 2832.607910
	Iteration 51Q: 3 clusters Score -716390.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -716395.125000 Penalty: 2832.607910
	Iteration 52Q: 3 clusters Score -716395.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -716396.187500 Penalty: 2832.607910
	Iteration 53Q: 3 clusters Score -716396.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -716401.187500 Penalty: 2832.607910
	Iteration 54Q: 3 clusters Score -716401.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -716406.500000 Penalty: 2832.607910
	Iteration 55Q: 3 clusters Score -716406.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -716409.812500 Penalty: 2832.607910
	Iteration 56Q: 3 clusters Score -716409.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -716415.812500 Penalty: 2832.607910
	Iteration 57Q: 3 clusters Score -716415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -716416.437500 Penalty: 2832.607910
	Iteration 58Q: 3 clusters Score -716416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -716417.750000 Penalty: 2832.607910
	Iteration 59Q: 3 clusters Score -716417.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -716423.812500 Penalty: 2832.607910
	Iteration 60F: 3 clusters Score -716423.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -716428.125000 Penalty: 2832.607910
	Iteration 61Q: 3 clusters Score -716428.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -716430.937500 Penalty: 2832.607910
	Iteration 62Q: 3 clusters Score -716430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -716437.312500 Penalty: 2832.607910
	Iteration 63Q: 3 clusters Score -716437.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -716441.750000 Penalty: 2832.607910
	Iteration 64Q: 3 clusters Score -716441.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -716446.875000 Penalty: 2832.607910
	Iteration 65Q: 3 clusters Score -716446.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -716450.875000 Penalty: 2832.607910
	Iteration 66Q: 3 clusters Score -716450.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -716454.750000 Penalty: 2832.607910
	Iteration 67Q: 3 clusters Score -716454.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -716457.312500 Penalty: 2832.607910
	Iteration 68Q: 3 clusters Score -716457.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -716458.937500 Penalty: 2832.607910
	Iteration 69Q: 3 clusters Score -716458.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -716463.750000 Penalty: 2832.607910
	Iteration 70Q: 3 clusters Score -716463.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -716466.812500 Penalty: 2832.607910
	Iteration 71Q: 3 clusters Score -716466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -716467.750000 Penalty: 2832.607910
	Iteration 72Q: 3 clusters Score -716467.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -716469.125000 Penalty: 2832.607910
	Iteration 73Q: 3 clusters Score -716469.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -716468.562500 Penalty: 2832.607910
	Iteration 74Q: 3 clusters Score -716468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -716468.562500 Penalty: 2832.607910
	Iteration 75F: 3 clusters Score -716468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Entering Unmasked Estep 
Score: -319846.937500 Penalty: 1292.528442
	Iteration 0F: 2 clusters Score -319846.9 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 1422 members 
Entering Unmasked Estep 
Score: -317220.125000 Penalty: 2585.056885
	Iteration 0F: 3 clusters Score -317220.1 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -317888.593750 Penalty: 2585.056885
	Iteration 1F: 3 clusters Score -317888.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -318018.187500 Penalty: 2585.056885
	Iteration 2F: 3 clusters Score -318018.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -318102.718750 Penalty: 2585.056885
	Iteration 3Q: 3 clusters Score -318102.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -318146.843750 Penalty: 2585.056885
	Iteration 4Q: 3 clusters Score -318146.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -318192.562500 Penalty: 2585.056885
	Iteration 5Q: 3 clusters Score -318192.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -318226.781250 Penalty: 2585.056885
	Iteration 6Q: 3 clusters Score -318226.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -318258.125000 Penalty: 2585.056885
	Iteration 7Q: 3 clusters Score -318258.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -318299.093750 Penalty: 2585.056885
	Iteration 8Q: 3 clusters Score -318299.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -318331.593750 Penalty: 2585.056885
	Iteration 9Q: 3 clusters Score -318331.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -318355.000000 Penalty: 2585.056885
	Iteration 10Q: 3 clusters Score -318355 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -318381.937500 Penalty: 2585.056885
	Iteration 11Q: 3 clusters Score -318381.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -318402.750000 Penalty: 2585.056885
	Iteration 12Q: 3 clusters Score -318402.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -318419.718750 Penalty: 2585.056885
	Iteration 13Q: 3 clusters Score -318419.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -318433.093750 Penalty: 2585.056885
	Iteration 14Q: 3 clusters Score -318433.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -318441.062500 Penalty: 2585.056885
	Iteration 15Q: 3 clusters Score -318441.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -318449.656250 Penalty: 2585.056885
	Iteration 16Q: 3 clusters Score -318449.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -318455.843750 Penalty: 2585.056885
	Iteration 17Q: 3 clusters Score -318455.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -318467.062500 Penalty: 2585.056885
	Iteration 18Q: 3 clusters Score -318467.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -318477.312500 Penalty: 2585.056885
	Iteration 19Q: 3 clusters Score -318477.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -318487.687500 Penalty: 2585.056885
	Iteration 20F: 3 clusters Score -318487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -318497.812500 Penalty: 2585.056885
	Iteration 21Q: 3 clusters Score -318497.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -318509.281250 Penalty: 2585.056885
	Iteration 22Q: 3 clusters Score -318509.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -318528.781250 Penalty: 2585.056885
	Iteration 23Q: 3 clusters Score -318528.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -318543.968750 Penalty: 2585.056885
	Iteration 24Q: 3 clusters Score -318544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -318552.375000 Penalty: 2585.056885
	Iteration 25Q: 3 clusters Score -318552.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -318560.125000 Penalty: 2585.056885
	Iteration 26Q: 3 clusters Score -318560.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -318574.562500 Penalty: 2585.056885
	Iteration 27Q: 3 clusters Score -318574.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -318588.062500 Penalty: 2585.056885
	Iteration 28Q: 3 clusters Score -318588.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -318599.968750 Penalty: 2585.056885
	Iteration 29Q: 3 clusters Score -318600 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -318608.312500 Penalty: 2585.056885
	Iteration 30Q: 3 clusters Score -318608.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -318612.156250 Penalty: 2585.056885
	Iteration 31Q: 3 clusters Score -318612.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -318615.843750 Penalty: 2585.056885
	Iteration 32Q: 3 clusters Score -318615.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -318622.125000 Penalty: 2585.056885
	Iteration 33Q: 3 clusters Score -318622.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -318626.187500 Penalty: 2585.056885
	Iteration 34Q: 3 clusters Score -318626.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -318630.312500 Penalty: 2585.056885
	Iteration 35Q: 3 clusters Score -318630.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -318637.187500 Penalty: 2585.056885
	Iteration 36Q: 3 clusters Score -318637.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -318642.781250 Penalty: 2585.056885
	Iteration 37Q: 3 clusters Score -318642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -318648.500000 Penalty: 2585.056885
	Iteration 38Q: 3 clusters Score -318648.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -318655.406250 Penalty: 2585.056885
	Iteration 39Q: 3 clusters Score -318655.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -318659.375000 Penalty: 2585.056885
	Iteration 40F: 3 clusters Score -318659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -318662.218750 Penalty: 2585.056885
	Iteration 41Q: 3 clusters Score -318662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -318666.093750 Penalty: 2585.056885
	Iteration 42Q: 3 clusters Score -318666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -318671.406250 Penalty: 2585.056885
	Iteration 43Q: 3 clusters Score -318671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -318678.250000 Penalty: 2585.056885
	Iteration 44Q: 3 clusters Score -318678.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -318683.062500 Penalty: 2585.056885
	Iteration 45Q: 3 clusters Score -318683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -318687.031250 Penalty: 2585.056885
	Iteration 46Q: 3 clusters Score -318687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -318694.781250 Penalty: 2585.056885
	Iteration 47Q: 3 clusters Score -318694.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -318701.468750 Penalty: 2585.056885
	Iteration 48Q: 3 clusters Score -318701.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -318704.312500 Penalty: 2585.056885
	Iteration 49Q: 3 clusters Score -318704.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -318707.093750 Penalty: 2585.056885
	Iteration 50Q: 3 clusters Score -318707.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -318713.281250 Penalty: 2585.056885
	Iteration 51Q: 3 clusters Score -318713.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -318716.531250 Penalty: 2585.056885
	Iteration 52Q: 3 clusters Score -318716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -318719.687500 Penalty: 2585.056885
	Iteration 53Q: 3 clusters Score -318719.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -318722.937500 Penalty: 2585.056885
	Iteration 54Q: 3 clusters Score -318722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -318726.593750 Penalty: 2585.056885
	Iteration 55Q: 3 clusters Score -318726.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -318730.687500 Penalty: 2585.056885
	Iteration 56Q: 3 clusters Score -318730.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -318735.218750 Penalty: 2585.056885
	Iteration 57Q: 3 clusters Score -318735.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -318739.093750 Penalty: 2585.056885
	Iteration 58Q: 3 clusters Score -318739.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -318742.031250 Penalty: 2585.056885
	Iteration 59Q: 3 clusters Score -318742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -318744.937500 Penalty: 2585.056885
	Iteration 60F: 3 clusters Score -318744.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -318749.062500 Penalty: 2585.056885
	Iteration 61Q: 3 clusters Score -318749.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -318753.843750 Penalty: 2585.056885
	Iteration 62Q: 3 clusters Score -318753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -318757.750000 Penalty: 2585.056885
	Iteration 63Q: 3 clusters Score -318757.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -318759.250000 Penalty: 2585.056885
	Iteration 64Q: 3 clusters Score -318759.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -318761.968750 Penalty: 2585.056885
	Iteration 65Q: 3 clusters Score -318762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -318761.468750 Penalty: 2585.056885
	Iteration 66Q: 3 clusters Score -318761.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -318761.468750 Penalty: 2585.056885
	Iteration 67F: 3 clusters Score -318761.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -246222.875000 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -246222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -243971.796875 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -243971.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244515.890625 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -244515.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -244706.984375 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -244707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244914.562500 Penalty: 2507.125000
	Iteration 3F: 3 clusters Score -244914.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -245107.140625 Penalty: 2507.125000
	Iteration 4F: 3 clusters Score -245107.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -245295.187500 Penalty: 2507.125000
	Iteration 5F: 3 clusters Score -245295.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -245460.156250 Penalty: 2507.125000
	Iteration 6F: 3 clusters Score -245460.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -245558.437500 Penalty: 2507.125000
	Iteration 7Q: 3 clusters Score -245558.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -245627.468750 Penalty: 2507.125000
	Iteration 8Q: 3 clusters Score -245627.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -245690.703125 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -245690.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -245749.921875 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -245749.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -245815.062500 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -245815.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -245860.312500 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -245860.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -245888.703125 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -245888.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -245905.609375 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -245905.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -245917.593750 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -245917.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -245923.343750 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -245923.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -245926.703125 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -245926.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -245927.250000 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -245927.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -245927.593750 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -245927.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -245927.593750 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -245927.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Entering Unmasked Estep 
Score: -657345.625000 Penalty: 1423.216431
	Iteration 0F: 2 clusters Score -657345.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -652433.062500 Penalty: 2846.432861
	Iteration 0F: 3 clusters Score -652433.1 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -654145.812500 Penalty: 2846.432861
	Iteration 1F: 3 clusters Score -654145.8 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -654718.937500 Penalty: 2846.432861
	Iteration 2F: 3 clusters Score -654718.9 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -655249.375000 Penalty: 2846.432861
	Iteration 3F: 3 clusters Score -655249.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -655696.937500 Penalty: 2846.432861
	Iteration 4F: 3 clusters Score -655696.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -656034.875000 Penalty: 2846.432861
	Iteration 5F: 3 clusters Score -656034.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -656276.875000 Penalty: 2846.432861
	Iteration 6Q: 3 clusters Score -656276.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -656457.437500 Penalty: 2846.432861
	Iteration 7Q: 3 clusters Score -656457.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -656610.125000 Penalty: 2846.432861
	Iteration 8Q: 3 clusters Score -656610.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -656773.312500 Penalty: 2846.432861
	Iteration 9Q: 3 clusters Score -656773.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -656918.437500 Penalty: 2846.432861
	Iteration 10Q: 3 clusters Score -656918.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -657034.375000 Penalty: 2846.432861
	Iteration 11Q: 3 clusters Score -657034.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -657110.437500 Penalty: 2846.432861
	Iteration 12Q: 3 clusters Score -657110.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -657148.625000 Penalty: 2846.432861
	Iteration 13Q: 3 clusters Score -657148.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -657176.250000 Penalty: 2846.432861
	Iteration 14Q: 3 clusters Score -657176.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -657200.937500 Penalty: 2846.432861
	Iteration 15Q: 3 clusters Score -657200.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -657218.062500 Penalty: 2846.432861
	Iteration 16Q: 3 clusters Score -657218.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -657228.312500 Penalty: 2846.432861
	Iteration 17Q: 3 clusters Score -657228.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -657241.562500 Penalty: 2846.432861
	Iteration 18Q: 3 clusters Score -657241.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -657251.750000 Penalty: 2846.432861
	Iteration 19Q: 3 clusters Score -657251.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -657262.312500 Penalty: 2846.432861
	Iteration 20F: 3 clusters Score -657262.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -657271.125000 Penalty: 2846.432861
	Iteration 21Q: 3 clusters Score -657271.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -657280.312500 Penalty: 2846.432861
	Iteration 22Q: 3 clusters Score -657280.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -657287.437500 Penalty: 2846.432861
	Iteration 23Q: 3 clusters Score -657287.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -657292.437500 Penalty: 2846.432861
	Iteration 24Q: 3 clusters Score -657292.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -657296.812500 Penalty: 2846.432861
	Iteration 25Q: 3 clusters Score -657296.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -657299.875000 Penalty: 2846.432861
	Iteration 26Q: 3 clusters Score -657299.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -657300.250000 Penalty: 2846.432861
	Iteration 27Q: 3 clusters Score -657300.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -657302.062500 Penalty: 2846.432861
	Iteration 28Q: 3 clusters Score -657302.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -657302.062500 Penalty: 2846.432861
	Iteration 29Q: 3 clusters Score -657302.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -657302.312500 Penalty: 2846.432861
	Iteration 30Q: 3 clusters Score -657302.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -657302.312500 Penalty: 2846.432861
	Iteration 31F: 3 clusters Score -657302.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Entering Unmasked Estep 
Score: -1828946.000000 Penalty: 1572.557495
	Iteration 0F: 2 clusters Score -1828946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1817922.125000 Penalty: 3145.114990
	Iteration 0F: 3 clusters Score -1817922 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1821784.500000 Penalty: 3145.114990
	Iteration 1F: 3 clusters Score -1821784 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1822201.375000 Penalty: 3145.114990
	Iteration 2F: 3 clusters Score -1822201 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1822653.000000 Penalty: 3145.114990
	Iteration 3F: 3 clusters Score -1822653 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1823255.250000 Penalty: 3145.114990
	Iteration 4F: 3 clusters Score -1823255 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1824045.125000 Penalty: 3145.114990
	Iteration 5F: 3 clusters Score -1824045 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -1824912.625000 Penalty: 3145.114990
	Iteration 6F: 3 clusters Score -1824913 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1825651.250000 Penalty: 3145.114990
	Iteration 7F: 3 clusters Score -1825651 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -1826254.000000 Penalty: 3145.114990
	Iteration 8Q: 3 clusters Score -1826254 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1826625.000000 Penalty: 3145.114990
	Iteration 9Q: 3 clusters Score -1826625 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1826910.625000 Penalty: 3145.114990
	Iteration 10Q: 3 clusters Score -1826911 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1827079.875000 Penalty: 3145.114990
	Iteration 11Q: 3 clusters Score -1827080 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1827208.500000 Penalty: 3145.114990
	Iteration 12Q: 3 clusters Score -1827208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1827300.625000 Penalty: 3145.114990
	Iteration 13Q: 3 clusters Score -1827301 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1827405.500000 Penalty: 3145.114990
	Iteration 14Q: 3 clusters Score -1827406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1827500.125000 Penalty: 3145.114990
	Iteration 15Q: 3 clusters Score -1827500 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1827583.125000 Penalty: 3145.114990
	Iteration 16Q: 3 clusters Score -1827583 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1827670.125000 Penalty: 3145.114990
	Iteration 17Q: 3 clusters Score -1827670 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1827745.250000 Penalty: 3145.114990
	Iteration 18Q: 3 clusters Score -1827745 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -1827820.250000 Penalty: 3145.114990
	Iteration 19Q: 3 clusters Score -1827820 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1827869.250000 Penalty: 3145.114990
	Iteration 20F: 3 clusters Score -1827869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -1827919.250000 Penalty: 3145.114990
	Iteration 21Q: 3 clusters Score -1827919 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -1827956.875000 Penalty: 3145.114990
	Iteration 22Q: 3 clusters Score -1827957 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -1827986.500000 Penalty: 3145.114990
	Iteration 23Q: 3 clusters Score -1827986 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -1828017.375000 Penalty: 3145.114990
	Iteration 24Q: 3 clusters Score -1828017 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1828031.750000 Penalty: 3145.114990
	Iteration 25Q: 3 clusters Score -1828032 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1828044.250000 Penalty: 3145.114990
	Iteration 26Q: 3 clusters Score -1828044 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -1828063.875000 Penalty: 3145.114990
	Iteration 27Q: 3 clusters Score -1828064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -1828071.000000 Penalty: 3145.114990
	Iteration 28Q: 3 clusters Score -1828071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1828080.000000 Penalty: 3145.114990
	Iteration 29Q: 3 clusters Score -1828080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1828081.625000 Penalty: 3145.114990
	Iteration 30Q: 3 clusters Score -1828082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1828090.500000 Penalty: 3145.114990
	Iteration 31Q: 3 clusters Score -1828090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -1828099.875000 Penalty: 3145.114990
	Iteration 32Q: 3 clusters Score -1828100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1828104.250000 Penalty: 3145.114990
	Iteration 33Q: 3 clusters Score -1828104 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -1828109.500000 Penalty: 3145.114990
	Iteration 34Q: 3 clusters Score -1828110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1828118.000000 Penalty: 3145.114990
	Iteration 35Q: 3 clusters Score -1828118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1828123.125000 Penalty: 3145.114990
	Iteration 36Q: 3 clusters Score -1828123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1828129.625000 Penalty: 3145.114990
	Iteration 37Q: 3 clusters Score -1828130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -1828133.250000 Penalty: 3145.114990
	Iteration 38Q: 3 clusters Score -1828133 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -1828139.750000 Penalty: 3145.114990
	Iteration 39Q: 3 clusters Score -1828140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1828148.750000 Penalty: 3145.114990
	Iteration 40F: 3 clusters Score -1828149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1828154.125000 Penalty: 3145.114990
	Iteration 41Q: 3 clusters Score -1828154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1828163.375000 Penalty: 3145.114990
	Iteration 42Q: 3 clusters Score -1828163 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1828171.500000 Penalty: 3145.114990
	Iteration 43Q: 3 clusters Score -1828172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1828174.375000 Penalty: 3145.114990
	Iteration 44Q: 3 clusters Score -1828174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -1828189.500000 Penalty: 3145.114990
	Iteration 45Q: 3 clusters Score -1828190 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1828199.875000 Penalty: 3145.114990
	Iteration 46Q: 3 clusters Score -1828200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1828213.500000 Penalty: 3145.114990
	Iteration 47Q: 3 clusters Score -1828214 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1828225.375000 Penalty: 3145.114990
	Iteration 48Q: 3 clusters Score -1828225 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1828234.000000 Penalty: 3145.114990
	Iteration 49Q: 3 clusters Score -1828234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -1828241.000000 Penalty: 3145.114990
	Iteration 50Q: 3 clusters Score -1828241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -1828252.375000 Penalty: 3145.114990
	Iteration 51Q: 3 clusters Score -1828252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -1828247.750000 Penalty: 3145.114990
	Iteration 52Q: 3 clusters Score -1828248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -1828247.125000 Penalty: 3145.114990
	Iteration 53Q: 3 clusters Score -1828247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -1828247.375000 Penalty: 3145.114990
	Iteration 54Q: 3 clusters Score -1828247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1828249.750000 Penalty: 3145.114990
	Iteration 55Q: 3 clusters Score -1828250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1828250.000000 Penalty: 3145.114990
	Iteration 56Q: 3 clusters Score -1828250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1828252.625000 Penalty: 3145.114990
	Iteration 57Q: 3 clusters Score -1828253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -1828248.125000 Penalty: 3145.114990
	Iteration 58Q: 3 clusters Score -1828248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1828250.250000 Penalty: 3145.114990
	Iteration 59Q: 3 clusters Score -1828250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1828252.875000 Penalty: 3145.114990
	Iteration 60F: 3 clusters Score -1828253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1828255.750000 Penalty: 3145.114990
	Iteration 61Q: 3 clusters Score -1828256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1828253.875000 Penalty: 3145.114990
	Iteration 62Q: 3 clusters Score -1828254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1828259.375000 Penalty: 3145.114990
	Iteration 63Q: 3 clusters Score -1828259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1828259.875000 Penalty: 3145.114990
	Iteration 64Q: 3 clusters Score -1828260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1828260.500000 Penalty: 3145.114990
	Iteration 65Q: 3 clusters Score -1828260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1828261.875000 Penalty: 3145.114990
	Iteration 66Q: 3 clusters Score -1828262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1828263.250000 Penalty: 3145.114990
	Iteration 67Q: 3 clusters Score -1828263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1828265.750000 Penalty: 3145.114990
	Iteration 68Q: 3 clusters Score -1828266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1828265.125000 Penalty: 3145.114990
	Iteration 69Q: 3 clusters Score -1828265 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1828265.750000 Penalty: 3145.114990
	Iteration 70Q: 3 clusters Score -1828266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1828265.375000 Penalty: 3145.114990
	Iteration 71Q: 3 clusters Score -1828265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1828265.375000 Penalty: 3145.114990
	Iteration 72F: 3 clusters Score -1828265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -166177.140625 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -166177.1 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 731 members 
Entering Unmasked Estep 
Score: -164369.015625 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -164369 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -164749.203125 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -164749.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -164877.453125 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -164877.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164949.046875 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -164949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -165011.593750 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -165011.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -165076.140625 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -165076.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -165165.218750 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -165165.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -165271.531250 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -165271.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -165391.343750 Penalty: 2381.101318
	Iteration 8F: 3 clusters Score -165391.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -165469.375000 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -165469.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -165509.578125 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -165509.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -165536.375000 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -165536.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -165562.781250 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -165562.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -165580.656250 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -165580.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -165590.890625 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -165590.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -165593.734375 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -165593.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -165597.703125 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -165597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -165600.468750 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -165600.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -165604.218750 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -165604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -165607.875000 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -165607.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -165610.312500 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -165610.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -165614.937500 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -165614.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165616.593750 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -165616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -165616.593750 Penalty: 2381.101318
	Iteration 23F: 3 clusters Score -165616.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Entering Unmasked Estep 
Score: -608186.437500 Penalty: 1395.099243
	Iteration 0F: 2 clusters Score -608186.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -603951.625000 Penalty: 2790.198486
	Iteration 0F: 3 clusters Score -603951.6 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -605048.312500 Penalty: 2790.198486
	Iteration 1F: 3 clusters Score -605048.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -605271.625000 Penalty: 2790.198486
	Iteration 2F: 3 clusters Score -605271.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -605494.437500 Penalty: 2790.198486
	Iteration 3F: 3 clusters Score -605494.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -605724.625000 Penalty: 2790.198486
	Iteration 4F: 3 clusters Score -605724.6 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -605984.125000 Penalty: 2790.198486
	Iteration 5F: 3 clusters Score -605984.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -606285.437500 Penalty: 2790.198486
	Iteration 6F: 3 clusters Score -606285.4 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -606632.000000 Penalty: 2790.198486
	Iteration 7F: 3 clusters Score -606632 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -607008.187500 Penalty: 2790.198486
	Iteration 8F: 3 clusters Score -607008.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -607434.125000 Penalty: 2790.198486
	Iteration 9F: 3 clusters Score -607434.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -607806.062500 Penalty: 2790.198486
	Iteration 10F: 3 clusters Score -607806.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -608081.875000 Penalty: 2790.198486
	Iteration 11Q: 3 clusters Score -608081.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -608232.187500 Penalty: 2790.198486
	Iteration 12Q: 3 clusters Score -608232.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -608282.312500 Penalty: 2790.198486
	Iteration 13Q: 3 clusters Score -608282.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -608301.812500 Penalty: 2790.198486
	Iteration 14Q: 3 clusters Score -608301.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -608313.375000 Penalty: 2790.198486
	Iteration 15Q: 3 clusters Score -608313.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -608318.437500 Penalty: 2790.198486
	Iteration 16Q: 3 clusters Score -608318.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -608322.625000 Penalty: 2790.198486
	Iteration 17Q: 3 clusters Score -608322.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -608323.812500 Penalty: 2790.198486
	Iteration 18Q: 3 clusters Score -608323.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -608326.250000 Penalty: 2790.198486
	Iteration 19Q: 3 clusters Score -608326.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -608327.750000 Penalty: 2790.198486
	Iteration 20F: 3 clusters Score -608327.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -608331.875000 Penalty: 2790.198486
	Iteration 21Q: 3 clusters Score -608331.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -608332.312500 Penalty: 2790.198486
	Iteration 22Q: 3 clusters Score -608332.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -608332.937500 Penalty: 2790.198486
	Iteration 23Q: 3 clusters Score -608332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -608332.375000 Penalty: 2790.198486
	Iteration 24Q: 3 clusters Score -608332.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -608333.500000 Penalty: 2790.198486
	Iteration 25Q: 3 clusters Score -608333.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -608333.000000 Penalty: 2790.198486
	Iteration 26Q: 3 clusters Score -608333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -608334.500000 Penalty: 2790.198486
	Iteration 27Q: 3 clusters Score -608334.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -608334.750000 Penalty: 2790.198486
	Iteration 28Q: 3 clusters Score -608334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -608335.375000 Penalty: 2790.198486
	Iteration 29Q: 3 clusters Score -608335.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -608335.812500 Penalty: 2790.198486
	Iteration 30Q: 3 clusters Score -608335.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -608335.312500 Penalty: 2790.198486
	Iteration 31Q: 3 clusters Score -608335.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -608337.000000 Penalty: 2790.198486
	Iteration 32Q: 3 clusters Score -608337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -608338.125000 Penalty: 2790.198486
	Iteration 33Q: 3 clusters Score -608338.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -608339.437500 Penalty: 2790.198486
	Iteration 34Q: 3 clusters Score -608339.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -608340.500000 Penalty: 2790.198486
	Iteration 35Q: 3 clusters Score -608340.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -608339.687500 Penalty: 2790.198486
	Iteration 36Q: 3 clusters Score -608339.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -608340.937500 Penalty: 2790.198486
	Iteration 37Q: 3 clusters Score -608340.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -608340.687500 Penalty: 2790.198486
	Iteration 38Q: 3 clusters Score -608340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -608340.687500 Penalty: 2790.198486
	Iteration 39F: 3 clusters Score -608340.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 2101 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44499 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 3062 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87532 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6560 members 
Mstep: Class 43 contains 3251 members 
Entering Unmasked Estep 
Score: -40137060.000000 Penalty: 89428.890625
Splitting cluster 9 changes total score from -40137560.000000 to -40137060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -570237.812500 Penalty: 1385.274170
	Iteration 0F: 2 clusters Score -570237.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -566259.687500 Penalty: 2770.548340
	Iteration 0F: 3 clusters Score -566259.7 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -567301.250000 Penalty: 2770.548340
	Iteration 1F: 3 clusters Score -567301.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -567492.312500 Penalty: 2770.548340
	Iteration 2F: 3 clusters Score -567492.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -567621.437500 Penalty: 2770.548340
	Iteration 3F: 3 clusters Score -567621.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -567726.250000 Penalty: 2770.548340
	Iteration 4Q: 3 clusters Score -567726.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -567828.687500 Penalty: 2770.548340
	Iteration 5Q: 3 clusters Score -567828.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -567932.062500 Penalty: 2770.548340
	Iteration 6Q: 3 clusters Score -567932.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -568053.625000 Penalty: 2770.548340
	Iteration 7Q: 3 clusters Score -568053.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -568183.937500 Penalty: 2770.548340
	Iteration 8Q: 3 clusters Score -568183.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -568307.500000 Penalty: 2770.548340
	Iteration 9Q: 3 clusters Score -568307.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -568441.062500 Penalty: 2770.548340
	Iteration 10Q: 3 clusters Score -568441.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -568549.375000 Penalty: 2770.548340
	Iteration 11Q: 3 clusters Score -568549.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -568642.500000 Penalty: 2770.548340
	Iteration 12Q: 3 clusters Score -568642.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -568725.250000 Penalty: 2770.548340
	Iteration 13Q: 3 clusters Score -568725.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -568773.812500 Penalty: 2770.548340
	Iteration 14Q: 3 clusters Score -568773.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -568804.500000 Penalty: 2770.548340
	Iteration 15Q: 3 clusters Score -568804.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -568831.437500 Penalty: 2770.548340
	Iteration 16Q: 3 clusters Score -568831.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -568855.312500 Penalty: 2770.548340
	Iteration 17Q: 3 clusters Score -568855.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -568876.375000 Penalty: 2770.548340
	Iteration 18Q: 3 clusters Score -568876.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -568890.687500 Penalty: 2770.548340
	Iteration 19Q: 3 clusters Score -568890.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -568901.562500 Penalty: 2770.548340
	Iteration 20F: 3 clusters Score -568901.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -568909.250000 Penalty: 2770.548340
	Iteration 21Q: 3 clusters Score -568909.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -568915.937500 Penalty: 2770.548340
	Iteration 22Q: 3 clusters Score -568915.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -568919.812500 Penalty: 2770.548340
	Iteration 23Q: 3 clusters Score -568919.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -568921.375000 Penalty: 2770.548340
	Iteration 24Q: 3 clusters Score -568921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -568926.000000 Penalty: 2770.548340
	Iteration 25Q: 3 clusters Score -568926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -568929.562500 Penalty: 2770.548340
	Iteration 26Q: 3 clusters Score -568929.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -568934.187500 Penalty: 2770.548340
	Iteration 27Q: 3 clusters Score -568934.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -568937.687500 Penalty: 2770.548340
	Iteration 28Q: 3 clusters Score -568937.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -568939.000000 Penalty: 2770.548340
	Iteration 29Q: 3 clusters Score -568939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -568939.750000 Penalty: 2770.548340
	Iteration 30Q: 3 clusters Score -568939.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -568940.187500 Penalty: 2770.548340
	Iteration 31Q: 3 clusters Score -568940.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -568939.937500 Penalty: 2770.548340
	Iteration 32Q: 3 clusters Score -568939.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -568939.937500 Penalty: 2770.548340
	Iteration 33F: 3 clusters Score -568939.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -255173.312500 Penalty: 1254.502930
	Iteration 0F: 2 clusters Score -255173.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -252898.718750 Penalty: 2509.005859
	Iteration 0F: 3 clusters Score -252898.7 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -253362.703125 Penalty: 2509.005859
	Iteration 1F: 3 clusters Score -253362.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -253528.593750 Penalty: 2509.005859
	Iteration 2F: 3 clusters Score -253528.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -253664.093750 Penalty: 2509.005859
	Iteration 3F: 3 clusters Score -253664.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -253780.953125 Penalty: 2509.005859
	Iteration 4F: 3 clusters Score -253781 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -253883.515625 Penalty: 2509.005859
	Iteration 5Q: 3 clusters Score -253883.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -253970.562500 Penalty: 2509.005859
	Iteration 6Q: 3 clusters Score -253970.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -254036.250000 Penalty: 2509.005859
	Iteration 7Q: 3 clusters Score -254036.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -254084.093750 Penalty: 2509.005859
	Iteration 8Q: 3 clusters Score -254084.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -254127.031250 Penalty: 2509.005859
	Iteration 9Q: 3 clusters Score -254127 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -254158.171875 Penalty: 2509.005859
	Iteration 10Q: 3 clusters Score -254158.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -254186.281250 Penalty: 2509.005859
	Iteration 11Q: 3 clusters Score -254186.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -254200.921875 Penalty: 2509.005859
	Iteration 12Q: 3 clusters Score -254200.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -254221.109375 Penalty: 2509.005859
	Iteration 13Q: 3 clusters Score -254221.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -254233.984375 Penalty: 2509.005859
	Iteration 14Q: 3 clusters Score -254234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -254247.078125 Penalty: 2509.005859
	Iteration 15Q: 3 clusters Score -254247.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254256.187500 Penalty: 2509.005859
	Iteration 16Q: 3 clusters Score -254256.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254261.640625 Penalty: 2509.005859
	Iteration 17Q: 3 clusters Score -254261.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -254263.625000 Penalty: 2509.005859
	Iteration 18Q: 3 clusters Score -254263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -254265.234375 Penalty: 2509.005859
	Iteration 19Q: 3 clusters Score -254265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -254268.734375 Penalty: 2509.005859
	Iteration 20F: 3 clusters Score -254268.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -254269.328125 Penalty: 2509.005859
	Iteration 21Q: 3 clusters Score -254269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -254272.015625 Penalty: 2509.005859
	Iteration 22Q: 3 clusters Score -254272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -254273.531250 Penalty: 2509.005859
	Iteration 23Q: 3 clusters Score -254273.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -254275.968750 Penalty: 2509.005859
	Iteration 24Q: 3 clusters Score -254276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -254277.812500 Penalty: 2509.005859
	Iteration 25Q: 3 clusters Score -254277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -254280.031250 Penalty: 2509.005859
	Iteration 26Q: 3 clusters Score -254280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -254283.406250 Penalty: 2509.005859
	Iteration 27Q: 3 clusters Score -254283.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -254285.796875 Penalty: 2509.005859
	Iteration 28Q: 3 clusters Score -254285.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -254286.359375 Penalty: 2509.005859
	Iteration 29Q: 3 clusters Score -254286.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -254287.718750 Penalty: 2509.005859
	Iteration 30Q: 3 clusters Score -254287.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -254288.296875 Penalty: 2509.005859
	Iteration 31Q: 3 clusters Score -254288.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -254288.296875 Penalty: 2509.005859
	Iteration 32F: 3 clusters Score -254288.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -620042.187500 Penalty: 1396.910645
	Iteration 0F: 2 clusters Score -620042.2 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 2707 members 
Entering Unmasked Estep 
Score: -615732.312500 Penalty: 2793.821289
	Iteration 0F: 3 clusters Score -615732.3 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -616979.312500 Penalty: 2793.821289
	Iteration 1F: 3 clusters Score -616979.3 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -617243.750000 Penalty: 2793.821289
	Iteration 2F: 3 clusters Score -617243.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -617430.875000 Penalty: 2793.821289
	Iteration 3F: 3 clusters Score -617430.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -617550.875000 Penalty: 2793.821289
	Iteration 4Q: 3 clusters Score -617550.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -617659.750000 Penalty: 2793.821289
	Iteration 5Q: 3 clusters Score -617659.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -617750.312500 Penalty: 2793.821289
	Iteration 6Q: 3 clusters Score -617750.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -617827.250000 Penalty: 2793.821289
	Iteration 7Q: 3 clusters Score -617827.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -617908.500000 Penalty: 2793.821289
	Iteration 8Q: 3 clusters Score -617908.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -617997.687500 Penalty: 2793.821289
	Iteration 9Q: 3 clusters Score -617997.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -618092.937500 Penalty: 2793.821289
	Iteration 10Q: 3 clusters Score -618092.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -618206.250000 Penalty: 2793.821289
	Iteration 11Q: 3 clusters Score -618206.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -618353.500000 Penalty: 2793.821289
	Iteration 12Q: 3 clusters Score -618353.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -618553.312500 Penalty: 2793.821289
	Iteration 13Q: 3 clusters Score -618553.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -618737.437500 Penalty: 2793.821289
	Iteration 14Q: 3 clusters Score -618737.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -618909.937500 Penalty: 2793.821289
	Iteration 15Q: 3 clusters Score -618909.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -619062.125000 Penalty: 2793.821289
	Iteration 16Q: 3 clusters Score -619062.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -619158.812500 Penalty: 2793.821289
	Iteration 17Q: 3 clusters Score -619158.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -619222.625000 Penalty: 2793.821289
	Iteration 18Q: 3 clusters Score -619222.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -619260.625000 Penalty: 2793.821289
	Iteration 19Q: 3 clusters Score -619260.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -619287.875000 Penalty: 2793.821289
	Iteration 20F: 3 clusters Score -619287.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -619313.812500 Penalty: 2793.821289
	Iteration 21Q: 3 clusters Score -619313.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -619339.812500 Penalty: 2793.821289
	Iteration 22Q: 3 clusters Score -619339.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -619366.812500 Penalty: 2793.821289
	Iteration 23Q: 3 clusters Score -619366.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -619390.187500 Penalty: 2793.821289
	Iteration 24Q: 3 clusters Score -619390.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -619412.625000 Penalty: 2793.821289
	Iteration 25Q: 3 clusters Score -619412.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -619419.000000 Penalty: 2793.821289
	Iteration 26Q: 3 clusters Score -619419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -619423.187500 Penalty: 2793.821289
	Iteration 27Q: 3 clusters Score -619423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -619422.875000 Penalty: 2793.821289
	Iteration 28Q: 3 clusters Score -619422.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -619423.562500 Penalty: 2793.821289
	Iteration 29Q: 3 clusters Score -619423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -619424.750000 Penalty: 2793.821289
	Iteration 30Q: 3 clusters Score -619424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -619424.750000 Penalty: 2793.821289
	Iteration 31F: 3 clusters Score -619424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Entering Unmasked Estep 
Score: -1156107.375000 Penalty: 1499.067627
	Iteration 0F: 2 clusters Score -1156107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1148765.750000 Penalty: 2998.135254
	Iteration 0F: 3 clusters Score -1148766 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1151146.625000 Penalty: 2998.135254
	Iteration 1F: 3 clusters Score -1151147 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1151411.375000 Penalty: 2998.135254
	Iteration 2F: 3 clusters Score -1151411 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1151618.875000 Penalty: 2998.135254
	Iteration 3F: 3 clusters Score -1151619 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -1151783.750000 Penalty: 2998.135254
	Iteration 4Q: 3 clusters Score -1151784 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1151909.500000 Penalty: 2998.135254
	Iteration 5Q: 3 clusters Score -1151910 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1152013.000000 Penalty: 2998.135254
	Iteration 6Q: 3 clusters Score -1152013 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1152143.750000 Penalty: 2998.135254
	Iteration 7Q: 3 clusters Score -1152144 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1152298.875000 Penalty: 2998.135254
	Iteration 8Q: 3 clusters Score -1152299 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1152497.250000 Penalty: 2998.135254
	Iteration 9Q: 3 clusters Score -1152497 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1152715.875000 Penalty: 2998.135254
	Iteration 10Q: 3 clusters Score -1152716 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1152964.500000 Penalty: 2998.135254
	Iteration 11Q: 3 clusters Score -1152964 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1153179.250000 Penalty: 2998.135254
	Iteration 12Q: 3 clusters Score -1153179 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1153372.875000 Penalty: 2998.135254
	Iteration 13Q: 3 clusters Score -1153373 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1153563.750000 Penalty: 2998.135254
	Iteration 14Q: 3 clusters Score -1153564 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1153735.625000 Penalty: 2998.135254
	Iteration 15Q: 3 clusters Score -1153736 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1153858.625000 Penalty: 2998.135254
	Iteration 16Q: 3 clusters Score -1153859 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1153991.250000 Penalty: 2998.135254
	Iteration 17Q: 3 clusters Score -1153991 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1154095.375000 Penalty: 2998.135254
	Iteration 18Q: 3 clusters Score -1154095 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1154197.375000 Penalty: 2998.135254
	Iteration 19Q: 3 clusters Score -1154197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1154293.750000 Penalty: 2998.135254
	Iteration 20F: 3 clusters Score -1154294 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1154394.625000 Penalty: 2998.135254
	Iteration 21Q: 3 clusters Score -1154395 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1154466.250000 Penalty: 2998.135254
	Iteration 22Q: 3 clusters Score -1154466 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1154510.750000 Penalty: 2998.135254
	Iteration 23Q: 3 clusters Score -1154511 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1154545.000000 Penalty: 2998.135254
	Iteration 24Q: 3 clusters Score -1154545 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1154572.625000 Penalty: 2998.135254
	Iteration 25Q: 3 clusters Score -1154573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1154595.250000 Penalty: 2998.135254
	Iteration 26Q: 3 clusters Score -1154595 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1154626.875000 Penalty: 2998.135254
	Iteration 27Q: 3 clusters Score -1154627 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1154659.125000 Penalty: 2998.135254
	Iteration 28Q: 3 clusters Score -1154659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1154678.875000 Penalty: 2998.135254
	Iteration 29Q: 3 clusters Score -1154679 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1154699.750000 Penalty: 2998.135254
	Iteration 30Q: 3 clusters Score -1154700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1154710.375000 Penalty: 2998.135254
	Iteration 31Q: 3 clusters Score -1154710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1154720.125000 Penalty: 2998.135254
	Iteration 32Q: 3 clusters Score -1154720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1154725.125000 Penalty: 2998.135254
	Iteration 33Q: 3 clusters Score -1154725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1154726.250000 Penalty: 2998.135254
	Iteration 34Q: 3 clusters Score -1154726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1154729.000000 Penalty: 2998.135254
	Iteration 35Q: 3 clusters Score -1154729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1154737.375000 Penalty: 2998.135254
	Iteration 36Q: 3 clusters Score -1154737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1154744.875000 Penalty: 2998.135254
	Iteration 37Q: 3 clusters Score -1154745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1154750.875000 Penalty: 2998.135254
	Iteration 38Q: 3 clusters Score -1154751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1154758.500000 Penalty: 2998.135254
	Iteration 39Q: 3 clusters Score -1154758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1154765.625000 Penalty: 2998.135254
	Iteration 40F: 3 clusters Score -1154766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1154772.875000 Penalty: 2998.135254
	Iteration 41Q: 3 clusters Score -1154773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1154778.250000 Penalty: 2998.135254
	Iteration 42Q: 3 clusters Score -1154778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1154780.125000 Penalty: 2998.135254
	Iteration 43Q: 3 clusters Score -1154780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1154789.875000 Penalty: 2998.135254
	Iteration 44Q: 3 clusters Score -1154790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1154795.500000 Penalty: 2998.135254
	Iteration 45Q: 3 clusters Score -1154796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1154804.500000 Penalty: 2998.135254
	Iteration 46Q: 3 clusters Score -1154804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1154810.250000 Penalty: 2998.135254
	Iteration 47Q: 3 clusters Score -1154810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1154814.000000 Penalty: 2998.135254
	Iteration 48Q: 3 clusters Score -1154814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1154813.125000 Penalty: 2998.135254
	Iteration 49Q: 3 clusters Score -1154813 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1154813.125000 Penalty: 2998.135254
	Iteration 50F: 3 clusters Score -1154813 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -536537.687500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -536537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -532828.875000 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -532828.9 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -533859.187500 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -533859.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -534035.250000 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -534035.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -534159.562500 Penalty: 2742.890869
	Iteration 3F: 3 clusters Score -534159.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -534258.062500 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -534258.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -534352.437500 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -534352.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -534462.187500 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -534462.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -534564.625000 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -534564.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -534670.437500 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -534670.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -534796.375000 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -534796.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -534928.437500 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -534928.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -535026.437500 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -535026.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -535113.812500 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -535113.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -535189.875000 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -535189.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -535244.500000 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -535244.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -535286.062500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -535286.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -535310.625000 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -535310.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -535329.250000 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -535329.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -535345.500000 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -535345.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -535359.937500 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -535359.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -535373.000000 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -535373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -535381.250000 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -535381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -535390.437500 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -535390.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -535399.437500 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -535399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -535400.437500 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -535400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -535402.937500 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -535402.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -535407.875000 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -535407.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -535410.750000 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -535410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -535411.687500 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -535411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -535413.500000 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -535413.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -535415.000000 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -535415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -535417.562500 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -535417.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -535417.562500 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -535417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -535418.937500 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -535418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -535418.937500 Penalty: 2742.890869
	Iteration 34F: 3 clusters Score -535418.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Entering Unmasked Estep 
Score: -3337058.750000 Penalty: 1669.785400
	Iteration 0F: 2 clusters Score -3337059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 14579 members 
Entering Unmasked Estep 
Score: -3317678.750000 Penalty: 3339.570801
	Iteration 0F: 3 clusters Score -3317679 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3325183.250000 Penalty: 3339.570801
	Iteration 1F: 3 clusters Score -3325183 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -3325899.250000 Penalty: 3339.570801
	Iteration 2F: 3 clusters Score -3325899 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3326922.250000 Penalty: 3339.570801
	Iteration 3F: 3 clusters Score -3326922 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -3328252.750000 Penalty: 3339.570801
	Iteration 4F: 3 clusters Score -3328253 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3329847.750000 Penalty: 3339.570801
	Iteration 5F: 3 clusters Score -3329848 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -3331504.250000 Penalty: 3339.570801
	Iteration 6F: 3 clusters Score -3331504 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -3333122.750000 Penalty: 3339.570801
	Iteration 7F: 3 clusters Score -3333123 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -3334347.250000 Penalty: 3339.570801
	Iteration 8Q: 3 clusters Score -3334347 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -3335106.250000 Penalty: 3339.570801
	Iteration 9Q: 3 clusters Score -3335106 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -3335496.750000 Penalty: 3339.570801
	Iteration 10Q: 3 clusters Score -3335497 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -3335747.500000 Penalty: 3339.570801
	Iteration 11Q: 3 clusters Score -3335748 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -3335927.250000 Penalty: 3339.570801
	Iteration 12Q: 3 clusters Score -3335927 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3336077.250000 Penalty: 3339.570801
	Iteration 13Q: 3 clusters Score -3336077 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -3336176.250000 Penalty: 3339.570801
	Iteration 14Q: 3 clusters Score -3336176 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -3336238.000000 Penalty: 3339.570801
	Iteration 15Q: 3 clusters Score -3336238 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -3336278.750000 Penalty: 3339.570801
	Iteration 16Q: 3 clusters Score -3336279 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -3336294.000000 Penalty: 3339.570801
	Iteration 17Q: 3 clusters Score -3336294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -3336307.500000 Penalty: 3339.570801
	Iteration 18Q: 3 clusters Score -3336308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3336308.250000 Penalty: 3339.570801
	Iteration 19Q: 3 clusters Score -3336308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3336316.250000 Penalty: 3339.570801
	Iteration 20F: 3 clusters Score -3336316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -3336322.750000 Penalty: 3339.570801
	Iteration 21Q: 3 clusters Score -3336323 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3336324.250000 Penalty: 3339.570801
	Iteration 22Q: 3 clusters Score -3336324 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3336325.250000 Penalty: 3339.570801
	Iteration 23Q: 3 clusters Score -3336325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3336331.500000 Penalty: 3339.570801
	Iteration 24Q: 3 clusters Score -3336332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -3336326.000000 Penalty: 3339.570801
	Iteration 25Q: 3 clusters Score -3336326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -3336328.500000 Penalty: 3339.570801
	Iteration 26Q: 3 clusters Score -3336328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -3336317.500000 Penalty: 3339.570801
	Iteration 27Q: 3 clusters Score -3336318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -3336329.000000 Penalty: 3339.570801
	Iteration 28Q: 3 clusters Score -3336329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -3336331.250000 Penalty: 3339.570801
	Iteration 29Q: 3 clusters Score -3336331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -3336329.500000 Penalty: 3339.570801
	Iteration 30Q: 3 clusters Score -3336330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -3336333.000000 Penalty: 3339.570801
	Iteration 31Q: 3 clusters Score -3336333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -3336343.000000 Penalty: 3339.570801
	Iteration 32Q: 3 clusters Score -3336343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3336341.500000 Penalty: 3339.570801
	Iteration 33Q: 3 clusters Score -3336342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -3336342.500000 Penalty: 3339.570801
	Iteration 34Q: 3 clusters Score -3336342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3336351.750000 Penalty: 3339.570801
	Iteration 35Q: 3 clusters Score -3336352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -3336352.250000 Penalty: 3339.570801
	Iteration 36Q: 3 clusters Score -3336352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -3336357.250000 Penalty: 3339.570801
	Iteration 37Q: 3 clusters Score -3336357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3336355.750000 Penalty: 3339.570801
	Iteration 38Q: 3 clusters Score -3336356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3336349.500000 Penalty: 3339.570801
	Iteration 39Q: 3 clusters Score -3336350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3336353.500000 Penalty: 3339.570801
	Iteration 40F: 3 clusters Score -3336354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3336353.000000 Penalty: 3339.570801
	Iteration 41Q: 3 clusters Score -3336353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -3336350.750000 Penalty: 3339.570801
	Iteration 42Q: 3 clusters Score -3336351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -3336351.000000 Penalty: 3339.570801
	Iteration 43Q: 3 clusters Score -3336351 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 25035 members 
Entering Unmasked Estep 
Score: -3336357.250000 Penalty: 3339.570801
	Iteration 44Q: 3 clusters Score -3336357 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -3336363.500000 Penalty: 3339.570801
	Iteration 45Q: 3 clusters Score -3336364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -3336359.000000 Penalty: 3339.570801
	Iteration 46Q: 3 clusters Score -3336359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -3336363.250000 Penalty: 3339.570801
	Iteration 47Q: 3 clusters Score -3336363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -3336363.500000 Penalty: 3339.570801
	Iteration 48Q: 3 clusters Score -3336364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3336363.500000 Penalty: 3339.570801
	Iteration 49Q: 3 clusters Score -3336364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3336367.500000 Penalty: 3339.570801
	Iteration 50Q: 3 clusters Score -3336368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -3336365.500000 Penalty: 3339.570801
	Iteration 51Q: 3 clusters Score -3336366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3336373.000000 Penalty: 3339.570801
	Iteration 52Q: 3 clusters Score -3336373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3336379.000000 Penalty: 3339.570801
	Iteration 53Q: 3 clusters Score -3336379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3336375.250000 Penalty: 3339.570801
	Iteration 54Q: 3 clusters Score -3336375 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3336378.750000 Penalty: 3339.570801
	Iteration 55Q: 3 clusters Score -3336379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -3336383.250000 Penalty: 3339.570801
	Iteration 56Q: 3 clusters Score -3336383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3336385.250000 Penalty: 3339.570801
	Iteration 57Q: 3 clusters Score -3336385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -3336376.750000 Penalty: 3339.570801
	Iteration 58Q: 3 clusters Score -3336377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3336379.250000 Penalty: 3339.570801
	Iteration 59Q: 3 clusters Score -3336379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -3336387.000000 Penalty: 3339.570801
	Iteration 60F: 3 clusters Score -3336387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3336386.500000 Penalty: 3339.570801
	Iteration 61Q: 3 clusters Score -3336386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -3336382.750000 Penalty: 3339.570801
	Iteration 62Q: 3 clusters Score -3336383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -3336383.250000 Penalty: 3339.570801
	Iteration 63Q: 3 clusters Score -3336383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -3336381.500000 Penalty: 3339.570801
	Iteration 64Q: 3 clusters Score -3336382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -3336385.750000 Penalty: 3339.570801
	Iteration 65Q: 3 clusters Score -3336386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3336388.500000 Penalty: 3339.570801
	Iteration 66Q: 3 clusters Score -3336388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 25384 members 
Entering Unmasked Estep 
Score: -3336391.500000 Penalty: 3339.570801
	Iteration 67Q: 3 clusters Score -3336392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3336391.250000 Penalty: 3339.570801
	Iteration 68Q: 3 clusters Score -3336391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3336387.250000 Penalty: 3339.570801
	Iteration 69Q: 3 clusters Score -3336387 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3336385.750000 Penalty: 3339.570801
	Iteration 70Q: 3 clusters Score -3336386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3336384.750000 Penalty: 3339.570801
	Iteration 71Q: 3 clusters Score -3336385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -3336383.500000 Penalty: 3339.570801
	Iteration 72Q: 3 clusters Score -3336384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -3336385.000000 Penalty: 3339.570801
	Iteration 73Q: 3 clusters Score -3336385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -3336386.500000 Penalty: 3339.570801
	Iteration 74Q: 3 clusters Score -3336386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3336383.750000 Penalty: 3339.570801
	Iteration 75Q: 3 clusters Score -3336384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -3336385.500000 Penalty: 3339.570801
	Iteration 76Q: 3 clusters Score -3336386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3336386.250000 Penalty: 3339.570801
	Iteration 77Q: 3 clusters Score -3336386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3336385.500000 Penalty: 3339.570801
	Iteration 78Q: 3 clusters Score -3336386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -3336385.500000 Penalty: 3339.570801
	Iteration 79F: 3 clusters Score -3336386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Entering Unmasked Estep 
Score: -419241.812500 Penalty: 1332.099976
	Iteration 0F: 2 clusters Score -419241.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -416083.875000 Penalty: 2664.199951
	Iteration 0F: 3 clusters Score -416083.9 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -416842.656250 Penalty: 2664.199951
	Iteration 1F: 3 clusters Score -416842.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -416980.187500 Penalty: 2664.199951
	Iteration 2F: 3 clusters Score -416980.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -417055.500000 Penalty: 2664.199951
	Iteration 3Q: 3 clusters Score -417055.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -417103.375000 Penalty: 2664.199951
	Iteration 4Q: 3 clusters Score -417103.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -417135.281250 Penalty: 2664.199951
	Iteration 5Q: 3 clusters Score -417135.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -417158.062500 Penalty: 2664.199951
	Iteration 6Q: 3 clusters Score -417158.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -417181.843750 Penalty: 2664.199951
	Iteration 7Q: 3 clusters Score -417181.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -417208.187500 Penalty: 2664.199951
	Iteration 8Q: 3 clusters Score -417208.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -417232.031250 Penalty: 2664.199951
	Iteration 9Q: 3 clusters Score -417232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -417251.218750 Penalty: 2664.199951
	Iteration 10Q: 3 clusters Score -417251.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -417273.843750 Penalty: 2664.199951
	Iteration 11Q: 3 clusters Score -417273.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -417292.593750 Penalty: 2664.199951
	Iteration 12Q: 3 clusters Score -417292.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -417312.500000 Penalty: 2664.199951
	Iteration 13Q: 3 clusters Score -417312.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -417325.375000 Penalty: 2664.199951
	Iteration 14Q: 3 clusters Score -417325.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -417340.406250 Penalty: 2664.199951
	Iteration 15Q: 3 clusters Score -417340.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -417352.406250 Penalty: 2664.199951
	Iteration 16Q: 3 clusters Score -417352.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -417367.093750 Penalty: 2664.199951
	Iteration 17Q: 3 clusters Score -417367.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -417376.281250 Penalty: 2664.199951
	Iteration 18Q: 3 clusters Score -417376.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -417385.281250 Penalty: 2664.199951
	Iteration 19Q: 3 clusters Score -417385.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -417396.437500 Penalty: 2664.199951
	Iteration 20F: 3 clusters Score -417396.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -417409.468750 Penalty: 2664.199951
	Iteration 21Q: 3 clusters Score -417409.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -417426.875000 Penalty: 2664.199951
	Iteration 22Q: 3 clusters Score -417426.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -417442.625000 Penalty: 2664.199951
	Iteration 23Q: 3 clusters Score -417442.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -417460.343750 Penalty: 2664.199951
	Iteration 24Q: 3 clusters Score -417460.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -417480.718750 Penalty: 2664.199951
	Iteration 25Q: 3 clusters Score -417480.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -417505.906250 Penalty: 2664.199951
	Iteration 26Q: 3 clusters Score -417505.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -417531.406250 Penalty: 2664.199951
	Iteration 27Q: 3 clusters Score -417531.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -417560.250000 Penalty: 2664.199951
	Iteration 28Q: 3 clusters Score -417560.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -417590.187500 Penalty: 2664.199951
	Iteration 29Q: 3 clusters Score -417590.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -417637.718750 Penalty: 2664.199951
	Iteration 30Q: 3 clusters Score -417637.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -417722.562500 Penalty: 2664.199951
	Iteration 31Q: 3 clusters Score -417722.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -417849.187500 Penalty: 2664.199951
	Iteration 32Q: 3 clusters Score -417849.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -418063.093750 Penalty: 2664.199951
	Iteration 33Q: 3 clusters Score -418063.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -418334.656250 Penalty: 2664.199951
	Iteration 34Q: 3 clusters Score -418334.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -418674.250000 Penalty: 2664.199951
	Iteration 35Q: 3 clusters Score -418674.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -418900.406250 Penalty: 2664.199951
	Iteration 36Q: 3 clusters Score -418900.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -419017.750000 Penalty: 2664.199951
	Iteration 37Q: 3 clusters Score -419017.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -419087.625000 Penalty: 2664.199951
	Iteration 38Q: 3 clusters Score -419087.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -419131.250000 Penalty: 2664.199951
	Iteration 39Q: 3 clusters Score -419131.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -419148.531250 Penalty: 2664.199951
	Iteration 40F: 3 clusters Score -419148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -419154.406250 Penalty: 2664.199951
	Iteration 41Q: 3 clusters Score -419154.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -419155.437500 Penalty: 2664.199951
	Iteration 42Q: 3 clusters Score -419155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -419157.031250 Penalty: 2664.199951
	Iteration 43Q: 3 clusters Score -419157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -419158.562500 Penalty: 2664.199951
	Iteration 44Q: 3 clusters Score -419158.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -419159.218750 Penalty: 2664.199951
	Iteration 45Q: 3 clusters Score -419159.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -419159.687500 Penalty: 2664.199951
	Iteration 46Q: 3 clusters Score -419159.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -419159.687500 Penalty: 2664.199951
	Iteration 47F: 3 clusters Score -419159.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Entering Unmasked Estep 
Score: -153812.218750 Penalty: 1207.586182
	Iteration 0F: 2 clusters Score -153812.2 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 872 members 
Entering Unmasked Estep 
Score: -151987.046875 Penalty: 2415.172363
	Iteration 0F: 3 clusters Score -151987 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -152574.187500 Penalty: 2415.172363
	Iteration 1F: 3 clusters Score -152574.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -152839.484375 Penalty: 2415.172363
	Iteration 2F: 3 clusters Score -152839.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -153104.937500 Penalty: 2415.172363
	Iteration 3F: 3 clusters Score -153104.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -153346.390625 Penalty: 2415.172363
	Iteration 4F: 3 clusters Score -153346.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153547.921875 Penalty: 2415.172363
	Iteration 5F: 3 clusters Score -153547.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -153679.093750 Penalty: 2415.172363
	Iteration 6Q: 3 clusters Score -153679.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -153754.484375 Penalty: 2415.172363
	Iteration 7Q: 3 clusters Score -153754.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -153808.218750 Penalty: 2415.172363
	Iteration 8Q: 3 clusters Score -153808.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -153835.484375 Penalty: 2415.172363
	Iteration 9Q: 3 clusters Score -153835.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -153863.281250 Penalty: 2415.172363
	Iteration 10Q: 3 clusters Score -153863.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153884.203125 Penalty: 2415.172363
	Iteration 11Q: 3 clusters Score -153884.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -153891.203125 Penalty: 2415.172363
	Iteration 12Q: 3 clusters Score -153891.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153894.546875 Penalty: 2415.172363
	Iteration 13Q: 3 clusters Score -153894.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -153895.328125 Penalty: 2415.172363
	Iteration 14Q: 3 clusters Score -153895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -153895.328125 Penalty: 2415.172363
	Iteration 15F: 3 clusters Score -153895.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 714 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44499 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 3062 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87532 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6560 members 
Mstep: Class 43 contains 974 members 
Entering Unmasked Estep 
Score: -40136840.000000 Penalty: 89428.890625
Splitting cluster 17 changes total score from -40137560.000000 to -40136840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62274.339844 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62274.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -61298.246094 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61298.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61426.296875 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61426.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61450.175781 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -61450.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61456.992188 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61456.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61462.722656 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -61462.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61467.121094 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -61467.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61469.621094 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -61469.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61469.621094 Penalty: 1927.116455
	Iteration 7F: 3 clusters Score -61469.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Entering Unmasked Estep 
Score: -563867.375000 Penalty: 1383.653442
	Iteration 0F: 2 clusters Score -563867.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -559815.500000 Penalty: 2767.306885
	Iteration 0F: 3 clusters Score -559815.5 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -560889.437500 Penalty: 2767.306885
	Iteration 1F: 3 clusters Score -560889.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -561103.062500 Penalty: 2767.306885
	Iteration 2F: 3 clusters Score -561103.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -561269.437500 Penalty: 2767.306885
	Iteration 3F: 3 clusters Score -561269.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -561401.687500 Penalty: 2767.306885
	Iteration 4Q: 3 clusters Score -561401.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -561526.750000 Penalty: 2767.306885
	Iteration 5Q: 3 clusters Score -561526.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -561666.375000 Penalty: 2767.306885
	Iteration 6Q: 3 clusters Score -561666.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -561808.687500 Penalty: 2767.306885
	Iteration 7Q: 3 clusters Score -561808.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -561969.812500 Penalty: 2767.306885
	Iteration 8Q: 3 clusters Score -561969.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -562112.250000 Penalty: 2767.306885
	Iteration 9Q: 3 clusters Score -562112.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -562231.375000 Penalty: 2767.306885
	Iteration 10Q: 3 clusters Score -562231.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -562331.000000 Penalty: 2767.306885
	Iteration 11Q: 3 clusters Score -562331 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -562428.375000 Penalty: 2767.306885
	Iteration 12Q: 3 clusters Score -562428.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -562509.500000 Penalty: 2767.306885
	Iteration 13Q: 3 clusters Score -562509.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -562583.375000 Penalty: 2767.306885
	Iteration 14Q: 3 clusters Score -562583.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -562644.937500 Penalty: 2767.306885
	Iteration 15Q: 3 clusters Score -562644.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -562683.000000 Penalty: 2767.306885
	Iteration 16Q: 3 clusters Score -562683 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -562716.937500 Penalty: 2767.306885
	Iteration 17Q: 3 clusters Score -562716.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -562738.312500 Penalty: 2767.306885
	Iteration 18Q: 3 clusters Score -562738.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -562759.625000 Penalty: 2767.306885
	Iteration 19Q: 3 clusters Score -562759.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -562779.250000 Penalty: 2767.306885
	Iteration 20F: 3 clusters Score -562779.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -562792.750000 Penalty: 2767.306885
	Iteration 21Q: 3 clusters Score -562792.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -562804.250000 Penalty: 2767.306885
	Iteration 22Q: 3 clusters Score -562804.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -562810.500000 Penalty: 2767.306885
	Iteration 23Q: 3 clusters Score -562810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -562813.562500 Penalty: 2767.306885
	Iteration 24Q: 3 clusters Score -562813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -562814.437500 Penalty: 2767.306885
	Iteration 25Q: 3 clusters Score -562814.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -562816.125000 Penalty: 2767.306885
	Iteration 26Q: 3 clusters Score -562816.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -562817.125000 Penalty: 2767.306885
	Iteration 27Q: 3 clusters Score -562817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -562822.187500 Penalty: 2767.306885
	Iteration 28Q: 3 clusters Score -562822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -562824.437500 Penalty: 2767.306885
	Iteration 29Q: 3 clusters Score -562824.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -562825.875000 Penalty: 2767.306885
	Iteration 30Q: 3 clusters Score -562825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -562828.187500 Penalty: 2767.306885
	Iteration 31Q: 3 clusters Score -562828.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -562828.875000 Penalty: 2767.306885
	Iteration 32Q: 3 clusters Score -562828.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -562828.250000 Penalty: 2767.306885
	Iteration 33Q: 3 clusters Score -562828.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -562828.250000 Penalty: 2767.306885
	Iteration 34F: 3 clusters Score -562828.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Entering Unmasked Estep 
Score: -2121149.000000 Penalty: 1598.082153
	Iteration 0F: 2 clusters Score -2121149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2108310.000000 Penalty: 3196.164307
	Iteration 0F: 3 clusters Score -2108310 nChanged 8425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -2112863.500000 Penalty: 3196.164307
	Iteration 1F: 3 clusters Score -2112864 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -2113315.000000 Penalty: 3196.164307
	Iteration 2F: 3 clusters Score -2113315 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2113843.000000 Penalty: 3196.164307
	Iteration 3F: 3 clusters Score -2113843 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2114577.500000 Penalty: 3196.164307
	Iteration 4F: 3 clusters Score -2114578 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2115473.500000 Penalty: 3196.164307
	Iteration 5F: 3 clusters Score -2115474 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -2116521.750000 Penalty: 3196.164307
	Iteration 6F: 3 clusters Score -2116522 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2117543.000000 Penalty: 3196.164307
	Iteration 7F: 3 clusters Score -2117543 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2118334.000000 Penalty: 3196.164307
	Iteration 8F: 3 clusters Score -2118334 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2118944.750000 Penalty: 3196.164307
	Iteration 9Q: 3 clusters Score -2118945 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -2119396.250000 Penalty: 3196.164307
	Iteration 10Q: 3 clusters Score -2119396 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2119725.500000 Penalty: 3196.164307
	Iteration 11Q: 3 clusters Score -2119726 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2120025.250000 Penalty: 3196.164307
	Iteration 12Q: 3 clusters Score -2120025 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2120238.250000 Penalty: 3196.164307
	Iteration 13Q: 3 clusters Score -2120238 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2120380.500000 Penalty: 3196.164307
	Iteration 14Q: 3 clusters Score -2120380 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2120463.000000 Penalty: 3196.164307
	Iteration 15Q: 3 clusters Score -2120463 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2120508.500000 Penalty: 3196.164307
	Iteration 16Q: 3 clusters Score -2120508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2120533.000000 Penalty: 3196.164307
	Iteration 17Q: 3 clusters Score -2120533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2120556.750000 Penalty: 3196.164307
	Iteration 18Q: 3 clusters Score -2120557 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -2120577.000000 Penalty: 3196.164307
	Iteration 19Q: 3 clusters Score -2120577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2120585.250000 Penalty: 3196.164307
	Iteration 20F: 3 clusters Score -2120585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2120595.500000 Penalty: 3196.164307
	Iteration 21Q: 3 clusters Score -2120596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -2120611.250000 Penalty: 3196.164307
	Iteration 22Q: 3 clusters Score -2120611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2120616.500000 Penalty: 3196.164307
	Iteration 23Q: 3 clusters Score -2120616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2120620.250000 Penalty: 3196.164307
	Iteration 24Q: 3 clusters Score -2120620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2120623.500000 Penalty: 3196.164307
	Iteration 25Q: 3 clusters Score -2120624 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2120629.750000 Penalty: 3196.164307
	Iteration 26Q: 3 clusters Score -2120630 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2120630.000000 Penalty: 3196.164307
	Iteration 27Q: 3 clusters Score -2120630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2120632.500000 Penalty: 3196.164307
	Iteration 28Q: 3 clusters Score -2120632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2120634.500000 Penalty: 3196.164307
	Iteration 29Q: 3 clusters Score -2120634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2120639.500000 Penalty: 3196.164307
	Iteration 30Q: 3 clusters Score -2120640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2120640.500000 Penalty: 3196.164307
	Iteration 31Q: 3 clusters Score -2120640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2120643.250000 Penalty: 3196.164307
	Iteration 32Q: 3 clusters Score -2120643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2120638.500000 Penalty: 3196.164307
	Iteration 33Q: 3 clusters Score -2120638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2120643.000000 Penalty: 3196.164307
	Iteration 34Q: 3 clusters Score -2120643 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2120640.750000 Penalty: 3196.164307
	Iteration 35Q: 3 clusters Score -2120641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2120643.000000 Penalty: 3196.164307
	Iteration 36Q: 3 clusters Score -2120643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2120648.250000 Penalty: 3196.164307
	Iteration 37Q: 3 clusters Score -2120648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2120650.500000 Penalty: 3196.164307
	Iteration 38Q: 3 clusters Score -2120650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2120653.000000 Penalty: 3196.164307
	Iteration 39Q: 3 clusters Score -2120653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2120656.500000 Penalty: 3196.164307
	Iteration 40F: 3 clusters Score -2120656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2120658.500000 Penalty: 3196.164307
	Iteration 41Q: 3 clusters Score -2120658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2120660.250000 Penalty: 3196.164307
	Iteration 42Q: 3 clusters Score -2120660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2120660.250000 Penalty: 3196.164307
	Iteration 43F: 3 clusters Score -2120660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -40535.292969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -40535.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -39496.183594 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -39496.18 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -39835.523438 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -39835.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39996.214844 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -39996.21 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -40096.468750 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -40096.47 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -40139.558594 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -40139.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -40167.417969 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -40167.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -40191.785156 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -40191.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -40197.304688 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -40197.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -40204.980469 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -40204.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -40237.308594 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -40237.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -40250.722656 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -40250.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -40255.230469 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -40255.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40262.554688 Penalty: 2083.841064
	Iteration 12Q: 3 clusters Score -40262.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -40279.125000 Penalty: 2083.841064
	Iteration 13Q: 3 clusters Score -40279.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40293.359375 Penalty: 2083.841064
	Iteration 14Q: 3 clusters Score -40293.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40295.101562 Penalty: 2083.841064
	Iteration 15Q: 3 clusters Score -40295.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40297.628906 Penalty: 2083.841064
	Iteration 16Q: 3 clusters Score -40297.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40298.847656 Penalty: 2083.841064
	Iteration 17F: 3 clusters Score -40298.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -40316.601562 Penalty: 2083.841064
	Iteration 18Q: 3 clusters Score -40316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40332.066406 Penalty: 2083.841064
	Iteration 19Q: 3 clusters Score -40332.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -40333.074219 Penalty: 2083.841064
	Iteration 20F: 3 clusters Score -40333.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -40333.843750 Penalty: 2083.841064
	Iteration 21Q: 3 clusters Score -40333.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40334.207031 Penalty: 2083.841064
	Iteration 22Q: 3 clusters Score -40334.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -40334.207031 Penalty: 2083.841064
	Iteration 23F: 3 clusters Score -40334.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Entering Unmasked Estep 
Score: -665118.312500 Penalty: 1410.443481
	Iteration 0F: 2 clusters Score -665118.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -660632.312500 Penalty: 2820.886963
	Iteration 0F: 3 clusters Score -660632.3 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -662057.187500 Penalty: 2820.886963
	Iteration 1F: 3 clusters Score -662057.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -662330.500000 Penalty: 2820.886963
	Iteration 2F: 3 clusters Score -662330.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -662612.250000 Penalty: 2820.886963
	Iteration 3F: 3 clusters Score -662612.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -662895.562500 Penalty: 2820.886963
	Iteration 4F: 3 clusters Score -662895.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -663149.062500 Penalty: 2820.886963
	Iteration 5F: 3 clusters Score -663149.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -663409.062500 Penalty: 2820.886963
	Iteration 6F: 3 clusters Score -663409.1 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -663651.687500 Penalty: 2820.886963
	Iteration 7F: 3 clusters Score -663651.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -663869.437500 Penalty: 2820.886963
	Iteration 8Q: 3 clusters Score -663869.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -663986.500000 Penalty: 2820.886963
	Iteration 9Q: 3 clusters Score -663986.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -664047.250000 Penalty: 2820.886963
	Iteration 10Q: 3 clusters Score -664047.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -664077.562500 Penalty: 2820.886963
	Iteration 11Q: 3 clusters Score -664077.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -664096.812500 Penalty: 2820.886963
	Iteration 12Q: 3 clusters Score -664096.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -664112.875000 Penalty: 2820.886963
	Iteration 13Q: 3 clusters Score -664112.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -664130.187500 Penalty: 2820.886963
	Iteration 14Q: 3 clusters Score -664130.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -664142.250000 Penalty: 2820.886963
	Iteration 15Q: 3 clusters Score -664142.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -664149.687500 Penalty: 2820.886963
	Iteration 16Q: 3 clusters Score -664149.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -664157.687500 Penalty: 2820.886963
	Iteration 17Q: 3 clusters Score -664157.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -664164.750000 Penalty: 2820.886963
	Iteration 18Q: 3 clusters Score -664164.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -664173.187500 Penalty: 2820.886963
	Iteration 19Q: 3 clusters Score -664173.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -664179.750000 Penalty: 2820.886963
	Iteration 20F: 3 clusters Score -664179.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -664188.625000 Penalty: 2820.886963
	Iteration 21Q: 3 clusters Score -664188.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -664197.312500 Penalty: 2820.886963
	Iteration 22Q: 3 clusters Score -664197.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -664203.562500 Penalty: 2820.886963
	Iteration 23Q: 3 clusters Score -664203.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -664206.500000 Penalty: 2820.886963
	Iteration 24Q: 3 clusters Score -664206.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -664211.750000 Penalty: 2820.886963
	Iteration 25Q: 3 clusters Score -664211.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -664220.250000 Penalty: 2820.886963
	Iteration 26Q: 3 clusters Score -664220.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -664224.750000 Penalty: 2820.886963
	Iteration 27Q: 3 clusters Score -664224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -664228.187500 Penalty: 2820.886963
	Iteration 28Q: 3 clusters Score -664228.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -664230.187500 Penalty: 2820.886963
	Iteration 29Q: 3 clusters Score -664230.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -664233.187500 Penalty: 2820.886963
	Iteration 30Q: 3 clusters Score -664233.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -664236.875000 Penalty: 2820.886963
	Iteration 31Q: 3 clusters Score -664236.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -664239.187500 Penalty: 2820.886963
	Iteration 32Q: 3 clusters Score -664239.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -664240.437500 Penalty: 2820.886963
	Iteration 33Q: 3 clusters Score -664240.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -664240.812500 Penalty: 2820.886963
	Iteration 34Q: 3 clusters Score -664240.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -664241.875000 Penalty: 2820.886963
	Iteration 35Q: 3 clusters Score -664241.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -664242.187500 Penalty: 2820.886963
	Iteration 36Q: 3 clusters Score -664242.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -664242.187500 Penalty: 2820.886963
	Iteration 37F: 3 clusters Score -664242.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Entering Unmasked Estep 
Score: -136866.875000 Penalty: 1154.823486
	Iteration 0F: 2 clusters Score -136866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135254.796875 Penalty: 2309.646973
	Iteration 0F: 3 clusters Score -135254.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -135561.281250 Penalty: 2309.646973
	Iteration 1F: 3 clusters Score -135561.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -135620.656250 Penalty: 2309.646973
	Iteration 2F: 3 clusters Score -135620.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -135658.781250 Penalty: 2309.646973
	Iteration 3Q: 3 clusters Score -135658.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -135684.968750 Penalty: 2309.646973
	Iteration 4Q: 3 clusters Score -135685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -135713.062500 Penalty: 2309.646973
	Iteration 5Q: 3 clusters Score -135713.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -135728.062500 Penalty: 2309.646973
	Iteration 6Q: 3 clusters Score -135728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -135736.953125 Penalty: 2309.646973
	Iteration 7Q: 3 clusters Score -135737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -135740.984375 Penalty: 2309.646973
	Iteration 8Q: 3 clusters Score -135741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -135745.062500 Penalty: 2309.646973
	Iteration 9Q: 3 clusters Score -135745.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -135751.078125 Penalty: 2309.646973
	Iteration 10Q: 3 clusters Score -135751.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -135757.031250 Penalty: 2309.646973
	Iteration 11Q: 3 clusters Score -135757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -135761.062500 Penalty: 2309.646973
	Iteration 12Q: 3 clusters Score -135761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -135763.328125 Penalty: 2309.646973
	Iteration 13Q: 3 clusters Score -135763.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -135764.250000 Penalty: 2309.646973
	Iteration 14Q: 3 clusters Score -135764.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -135765.531250 Penalty: 2309.646973
	Iteration 15Q: 3 clusters Score -135765.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -135770.218750 Penalty: 2309.646973
	Iteration 16Q: 3 clusters Score -135770.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -135777.765625 Penalty: 2309.646973
	Iteration 17Q: 3 clusters Score -135777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -135788.718750 Penalty: 2309.646973
	Iteration 18Q: 3 clusters Score -135788.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -135798.265625 Penalty: 2309.646973
	Iteration 19Q: 3 clusters Score -135798.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -135809.156250 Penalty: 2309.646973
	Iteration 20F: 3 clusters Score -135809.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -135824.656250 Penalty: 2309.646973
	Iteration 21Q: 3 clusters Score -135824.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -135845.312500 Penalty: 2309.646973
	Iteration 22Q: 3 clusters Score -135845.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -135875.765625 Penalty: 2309.646973
	Iteration 23Q: 3 clusters Score -135875.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -135896.031250 Penalty: 2309.646973
	Iteration 24Q: 3 clusters Score -135896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -135915.343750 Penalty: 2309.646973
	Iteration 25Q: 3 clusters Score -135915.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -135941.359375 Penalty: 2309.646973
	Iteration 26Q: 3 clusters Score -135941.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -135964.812500 Penalty: 2309.646973
	Iteration 27Q: 3 clusters Score -135964.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -135999.578125 Penalty: 2309.646973
	Iteration 28Q: 3 clusters Score -135999.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -136041.953125 Penalty: 2309.646973
	Iteration 29Q: 3 clusters Score -136042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -136085.156250 Penalty: 2309.646973
	Iteration 30Q: 3 clusters Score -136085.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -136112.703125 Penalty: 2309.646973
	Iteration 31Q: 3 clusters Score -136112.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -136127.984375 Penalty: 2309.646973
	Iteration 32Q: 3 clusters Score -136128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -136134.750000 Penalty: 2309.646973
	Iteration 33Q: 3 clusters Score -136134.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136135.109375 Penalty: 2309.646973
	Iteration 34Q: 3 clusters Score -136135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -136135.109375 Penalty: 2309.646973
	Iteration 35F: 3 clusters Score -136135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Entering Unmasked Estep 
Score: -5188453.500000 Penalty: 1739.273560
	Iteration 0F: 2 clusters Score -5188454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -5158604.500000 Penalty: 3478.547119
	Iteration 0F: 3 clusters Score -5158604 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -5170286.000000 Penalty: 3478.547119
	Iteration 1F: 3 clusters Score -5170286 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -5170828.500000 Penalty: 3478.547119
	Iteration 2Q: 3 clusters Score -5170828 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -5171530.500000 Penalty: 3478.547119
	Iteration 3Q: 3 clusters Score -5171530 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -5172399.500000 Penalty: 3478.547119
	Iteration 4Q: 3 clusters Score -5172400 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -5173607.000000 Penalty: 3478.547119
	Iteration 5Q: 3 clusters Score -5173607 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -5175258.000000 Penalty: 3478.547119
	Iteration 6F: 3 clusters Score -5175258 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -5177460.500000 Penalty: 3478.547119
	Iteration 7F: 3 clusters Score -5177460 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5180067.000000 Penalty: 3478.547119
	Iteration 8F: 3 clusters Score -5180067 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -5182644.500000 Penalty: 3478.547119
	Iteration 9F: 3 clusters Score -5182644 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -5184480.000000 Penalty: 3478.547119
	Iteration 10Q: 3 clusters Score -5184480 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -5185586.500000 Penalty: 3478.547119
	Iteration 11Q: 3 clusters Score -5185586 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -5186227.000000 Penalty: 3478.547119
	Iteration 12Q: 3 clusters Score -5186227 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5186615.500000 Penalty: 3478.547119
	Iteration 13Q: 3 clusters Score -5186616 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5186844.500000 Penalty: 3478.547119
	Iteration 14Q: 3 clusters Score -5186844 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -5186999.000000 Penalty: 3478.547119
	Iteration 15Q: 3 clusters Score -5186999 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -5187104.500000 Penalty: 3478.547119
	Iteration 16Q: 3 clusters Score -5187104 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -5187197.000000 Penalty: 3478.547119
	Iteration 17Q: 3 clusters Score -5187197 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5187287.000000 Penalty: 3478.547119
	Iteration 18Q: 3 clusters Score -5187287 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5187366.500000 Penalty: 3478.547119
	Iteration 19Q: 3 clusters Score -5187366 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -5187428.500000 Penalty: 3478.547119
	Iteration 20F: 3 clusters Score -5187428 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -5187487.000000 Penalty: 3478.547119
	Iteration 21Q: 3 clusters Score -5187487 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -5187505.000000 Penalty: 3478.547119
	Iteration 22Q: 3 clusters Score -5187505 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -5187512.000000 Penalty: 3478.547119
	Iteration 23Q: 3 clusters Score -5187512 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -5187534.500000 Penalty: 3478.547119
	Iteration 24Q: 3 clusters Score -5187534 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5187555.000000 Penalty: 3478.547119
	Iteration 25Q: 3 clusters Score -5187555 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5187583.500000 Penalty: 3478.547119
	Iteration 26Q: 3 clusters Score -5187584 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -5187594.500000 Penalty: 3478.547119
	Iteration 27Q: 3 clusters Score -5187594 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5187610.000000 Penalty: 3478.547119
	Iteration 28Q: 3 clusters Score -5187610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5187617.000000 Penalty: 3478.547119
	Iteration 29Q: 3 clusters Score -5187617 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -5187627.000000 Penalty: 3478.547119
	Iteration 30Q: 3 clusters Score -5187627 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -5187634.000000 Penalty: 3478.547119
	Iteration 31Q: 3 clusters Score -5187634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -5187647.000000 Penalty: 3478.547119
	Iteration 32Q: 3 clusters Score -5187647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -5187635.000000 Penalty: 3478.547119
	Iteration 33Q: 3 clusters Score -5187635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5187642.500000 Penalty: 3478.547119
	Iteration 34Q: 3 clusters Score -5187642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5187642.500000 Penalty: 3478.547119
	Iteration 35Q: 3 clusters Score -5187642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -5187644.500000 Penalty: 3478.547119
	Iteration 36Q: 3 clusters Score -5187644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -5187655.000000 Penalty: 3478.547119
	Iteration 37Q: 3 clusters Score -5187655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5187658.500000 Penalty: 3478.547119
	Iteration 38Q: 3 clusters Score -5187658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -5187665.000000 Penalty: 3478.547119
	Iteration 39Q: 3 clusters Score -5187665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -5187660.500000 Penalty: 3478.547119
	Iteration 40F: 3 clusters Score -5187660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -5187668.500000 Penalty: 3478.547119
	Iteration 41Q: 3 clusters Score -5187668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5187664.500000 Penalty: 3478.547119
	Iteration 42Q: 3 clusters Score -5187664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -5187664.500000 Penalty: 3478.547119
	Iteration 43F: 3 clusters Score -5187664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Entering Unmasked Estep 
Score: -799933.187500 Penalty: 1446.095459
	Iteration 0F: 2 clusters Score -799933.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -794464.062500 Penalty: 2892.190918
	Iteration 0F: 3 clusters Score -794464.1 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -796258.500000 Penalty: 2892.190918
	Iteration 1F: 3 clusters Score -796258.5 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -796621.000000 Penalty: 2892.190918
	Iteration 2F: 3 clusters Score -796621 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -796937.500000 Penalty: 2892.190918
	Iteration 3F: 3 clusters Score -796937.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -797232.375000 Penalty: 2892.190918
	Iteration 4F: 3 clusters Score -797232.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -797476.437500 Penalty: 2892.190918
	Iteration 5F: 3 clusters Score -797476.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -797698.250000 Penalty: 2892.190918
	Iteration 6Q: 3 clusters Score -797698.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -797904.500000 Penalty: 2892.190918
	Iteration 7Q: 3 clusters Score -797904.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -798112.562500 Penalty: 2892.190918
	Iteration 8Q: 3 clusters Score -798112.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -798270.500000 Penalty: 2892.190918
	Iteration 9Q: 3 clusters Score -798270.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -798403.312500 Penalty: 2892.190918
	Iteration 10Q: 3 clusters Score -798403.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -798518.625000 Penalty: 2892.190918
	Iteration 11Q: 3 clusters Score -798518.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -798610.312500 Penalty: 2892.190918
	Iteration 12Q: 3 clusters Score -798610.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -798672.625000 Penalty: 2892.190918
	Iteration 13Q: 3 clusters Score -798672.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -798722.062500 Penalty: 2892.190918
	Iteration 14Q: 3 clusters Score -798722.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -798765.437500 Penalty: 2892.190918
	Iteration 15Q: 3 clusters Score -798765.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -798801.250000 Penalty: 2892.190918
	Iteration 16Q: 3 clusters Score -798801.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -798832.250000 Penalty: 2892.190918
	Iteration 17Q: 3 clusters Score -798832.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -798857.562500 Penalty: 2892.190918
	Iteration 18Q: 3 clusters Score -798857.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -798885.437500 Penalty: 2892.190918
	Iteration 19Q: 3 clusters Score -798885.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -798908.625000 Penalty: 2892.190918
	Iteration 20F: 3 clusters Score -798908.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -798932.937500 Penalty: 2892.190918
	Iteration 21Q: 3 clusters Score -798932.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -798958.687500 Penalty: 2892.190918
	Iteration 22Q: 3 clusters Score -798958.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -798974.187500 Penalty: 2892.190918
	Iteration 23Q: 3 clusters Score -798974.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -798987.312500 Penalty: 2892.190918
	Iteration 24Q: 3 clusters Score -798987.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -798997.500000 Penalty: 2892.190918
	Iteration 25Q: 3 clusters Score -798997.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -799007.250000 Penalty: 2892.190918
	Iteration 26Q: 3 clusters Score -799007.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -799012.812500 Penalty: 2892.190918
	Iteration 27Q: 3 clusters Score -799012.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -799015.812500 Penalty: 2892.190918
	Iteration 28Q: 3 clusters Score -799015.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -799020.812500 Penalty: 2892.190918
	Iteration 29Q: 3 clusters Score -799020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -799027.750000 Penalty: 2892.190918
	Iteration 30Q: 3 clusters Score -799027.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -799032.375000 Penalty: 2892.190918
	Iteration 31Q: 3 clusters Score -799032.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -799041.125000 Penalty: 2892.190918
	Iteration 32Q: 3 clusters Score -799041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -799041.000000 Penalty: 2892.190918
	Iteration 33Q: 3 clusters Score -799041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -799043.875000 Penalty: 2892.190918
	Iteration 34Q: 3 clusters Score -799043.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -799046.437500 Penalty: 2892.190918
	Iteration 35Q: 3 clusters Score -799046.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -799048.812500 Penalty: 2892.190918
	Iteration 36Q: 3 clusters Score -799048.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -799050.500000 Penalty: 2892.190918
	Iteration 37Q: 3 clusters Score -799050.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -799054.687500 Penalty: 2892.190918
	Iteration 38Q: 3 clusters Score -799054.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -799054.250000 Penalty: 2892.190918
	Iteration 39Q: 3 clusters Score -799054.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -799056.937500 Penalty: 2892.190918
	Iteration 40F: 3 clusters Score -799056.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -799057.875000 Penalty: 2892.190918
	Iteration 41Q: 3 clusters Score -799057.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -799058.687500 Penalty: 2892.190918
	Iteration 42Q: 3 clusters Score -799058.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -799058.750000 Penalty: 2892.190918
	Iteration 43Q: 3 clusters Score -799058.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -799061.000000 Penalty: 2892.190918
	Iteration 44Q: 3 clusters Score -799061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -799061.062500 Penalty: 2892.190918
	Iteration 45Q: 3 clusters Score -799061.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -799062.000000 Penalty: 2892.190918
	Iteration 46Q: 3 clusters Score -799062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -799064.687500 Penalty: 2892.190918
	Iteration 47Q: 3 clusters Score -799064.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -799067.437500 Penalty: 2892.190918
	Iteration 48Q: 3 clusters Score -799067.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -799069.312500 Penalty: 2892.190918
	Iteration 49Q: 3 clusters Score -799069.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -799070.125000 Penalty: 2892.190918
	Iteration 50Q: 3 clusters Score -799070.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -799072.500000 Penalty: 2892.190918
	Iteration 51Q: 3 clusters Score -799072.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -799072.875000 Penalty: 2892.190918
	Iteration 52Q: 3 clusters Score -799072.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -799073.437500 Penalty: 2892.190918
	Iteration 53Q: 3 clusters Score -799073.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -799074.937500 Penalty: 2892.190918
	Iteration 54Q: 3 clusters Score -799074.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -799076.375000 Penalty: 2892.190918
	Iteration 55Q: 3 clusters Score -799076.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -799079.750000 Penalty: 2892.190918
	Iteration 56Q: 3 clusters Score -799079.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -799086.187500 Penalty: 2892.190918
	Iteration 57Q: 3 clusters Score -799086.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -799090.375000 Penalty: 2892.190918
	Iteration 58Q: 3 clusters Score -799090.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -799093.312500 Penalty: 2892.190918
	Iteration 59Q: 3 clusters Score -799093.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -799101.187500 Penalty: 2892.190918
	Iteration 60F: 3 clusters Score -799101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -799108.375000 Penalty: 2892.190918
	Iteration 61Q: 3 clusters Score -799108.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -799118.000000 Penalty: 2892.190918
	Iteration 62Q: 3 clusters Score -799118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -799127.937500 Penalty: 2892.190918
	Iteration 63Q: 3 clusters Score -799127.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -799132.000000 Penalty: 2892.190918
	Iteration 64Q: 3 clusters Score -799132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -799136.687500 Penalty: 2892.190918
	Iteration 65Q: 3 clusters Score -799136.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -799143.937500 Penalty: 2892.190918
	Iteration 66Q: 3 clusters Score -799143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -799148.500000 Penalty: 2892.190918
	Iteration 67Q: 3 clusters Score -799148.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -799149.500000 Penalty: 2892.190918
	Iteration 68Q: 3 clusters Score -799149.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -799152.187500 Penalty: 2892.190918
	Iteration 69Q: 3 clusters Score -799152.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -799156.000000 Penalty: 2892.190918
	Iteration 70Q: 3 clusters Score -799156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -799159.187500 Penalty: 2892.190918
	Iteration 71Q: 3 clusters Score -799159.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -799164.000000 Penalty: 2892.190918
	Iteration 72Q: 3 clusters Score -799164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -799165.250000 Penalty: 2892.190918
	Iteration 73Q: 3 clusters Score -799165.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -799166.687500 Penalty: 2892.190918
	Iteration 74Q: 3 clusters Score -799166.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -799168.000000 Penalty: 2892.190918
	Iteration 75Q: 3 clusters Score -799168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -799168.937500 Penalty: 2892.190918
	Iteration 76Q: 3 clusters Score -799168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -799168.937500 Penalty: 2892.190918
	Iteration 77F: 3 clusters Score -799168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Entering Unmasked Estep 
Score: -391323.218750 Penalty: 1327.056274
	Iteration 0F: 2 clusters Score -391323.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -388352.562500 Penalty: 2654.112549
	Iteration 0F: 3 clusters Score -388352.6 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -389239.343750 Penalty: 2654.112549
	Iteration 1F: 3 clusters Score -389239.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -389519.531250 Penalty: 2654.112549
	Iteration 2F: 3 clusters Score -389519.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -389758.343750 Penalty: 2654.112549
	Iteration 3F: 3 clusters Score -389758.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -389953.500000 Penalty: 2654.112549
	Iteration 4F: 3 clusters Score -389953.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -390096.031250 Penalty: 2654.112549
	Iteration 5F: 3 clusters Score -390096 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -390215.218750 Penalty: 2654.112549
	Iteration 6Q: 3 clusters Score -390215.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -390317.906250 Penalty: 2654.112549
	Iteration 7Q: 3 clusters Score -390317.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -390387.875000 Penalty: 2654.112549
	Iteration 8Q: 3 clusters Score -390387.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -390434.156250 Penalty: 2654.112549
	Iteration 9Q: 3 clusters Score -390434.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -390464.250000 Penalty: 2654.112549
	Iteration 10Q: 3 clusters Score -390464.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -390485.562500 Penalty: 2654.112549
	Iteration 11Q: 3 clusters Score -390485.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -390501.875000 Penalty: 2654.112549
	Iteration 12Q: 3 clusters Score -390501.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -390511.156250 Penalty: 2654.112549
	Iteration 13Q: 3 clusters Score -390511.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -390522.843750 Penalty: 2654.112549
	Iteration 14Q: 3 clusters Score -390522.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -390527.968750 Penalty: 2654.112549
	Iteration 15Q: 3 clusters Score -390528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -390533.468750 Penalty: 2654.112549
	Iteration 16Q: 3 clusters Score -390533.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -390537.750000 Penalty: 2654.112549
	Iteration 17Q: 3 clusters Score -390537.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -390541.093750 Penalty: 2654.112549
	Iteration 18Q: 3 clusters Score -390541.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -390544.937500 Penalty: 2654.112549
	Iteration 19Q: 3 clusters Score -390544.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -390545.593750 Penalty: 2654.112549
	Iteration 20F: 3 clusters Score -390545.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -390547.500000 Penalty: 2654.112549
	Iteration 21Q: 3 clusters Score -390547.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -390547.906250 Penalty: 2654.112549
	Iteration 22Q: 3 clusters Score -390547.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -390549.656250 Penalty: 2654.112549
	Iteration 23Q: 3 clusters Score -390549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -390549.656250 Penalty: 2654.112549
	Iteration 24F: 3 clusters Score -390549.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Entering Unmasked Estep 
Score: -2430537.750000 Penalty: 1617.994019
	Iteration 0F: 2 clusters Score -2430538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2416078.500000 Penalty: 3235.988037
	Iteration 0F: 3 clusters Score -2416078 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -2421497.500000 Penalty: 3235.988037
	Iteration 1F: 3 clusters Score -2421498 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2421974.250000 Penalty: 3235.988037
	Iteration 2F: 3 clusters Score -2421974 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2422537.500000 Penalty: 3235.988037
	Iteration 3F: 3 clusters Score -2422538 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2423207.000000 Penalty: 3235.988037
	Iteration 4F: 3 clusters Score -2423207 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -2423980.500000 Penalty: 3235.988037
	Iteration 5F: 3 clusters Score -2423980 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2424884.250000 Penalty: 3235.988037
	Iteration 6F: 3 clusters Score -2424884 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2425820.500000 Penalty: 3235.988037
	Iteration 7F: 3 clusters Score -2425820 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2426626.500000 Penalty: 3235.988037
	Iteration 8F: 3 clusters Score -2426626 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2427124.750000 Penalty: 3235.988037
	Iteration 9Q: 3 clusters Score -2427125 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2427415.500000 Penalty: 3235.988037
	Iteration 10Q: 3 clusters Score -2427416 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2427583.250000 Penalty: 3235.988037
	Iteration 11Q: 3 clusters Score -2427583 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2427695.500000 Penalty: 3235.988037
	Iteration 12Q: 3 clusters Score -2427696 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2427794.000000 Penalty: 3235.988037
	Iteration 13Q: 3 clusters Score -2427794 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2427881.500000 Penalty: 3235.988037
	Iteration 14Q: 3 clusters Score -2427882 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2427951.750000 Penalty: 3235.988037
	Iteration 15Q: 3 clusters Score -2427952 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2428012.500000 Penalty: 3235.988037
	Iteration 16Q: 3 clusters Score -2428012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2428061.000000 Penalty: 3235.988037
	Iteration 17Q: 3 clusters Score -2428061 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2428100.500000 Penalty: 3235.988037
	Iteration 18Q: 3 clusters Score -2428100 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2428154.000000 Penalty: 3235.988037
	Iteration 19Q: 3 clusters Score -2428154 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2428203.750000 Penalty: 3235.988037
	Iteration 20F: 3 clusters Score -2428204 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2428252.250000 Penalty: 3235.988037
	Iteration 21Q: 3 clusters Score -2428252 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2428303.250000 Penalty: 3235.988037
	Iteration 22Q: 3 clusters Score -2428303 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -2428347.250000 Penalty: 3235.988037
	Iteration 23Q: 3 clusters Score -2428347 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -2428387.000000 Penalty: 3235.988037
	Iteration 24Q: 3 clusters Score -2428387 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2428416.000000 Penalty: 3235.988037
	Iteration 25Q: 3 clusters Score -2428416 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2428452.500000 Penalty: 3235.988037
	Iteration 26Q: 3 clusters Score -2428452 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2428478.750000 Penalty: 3235.988037
	Iteration 27Q: 3 clusters Score -2428479 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -2428507.000000 Penalty: 3235.988037
	Iteration 28Q: 3 clusters Score -2428507 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2428530.750000 Penalty: 3235.988037
	Iteration 29Q: 3 clusters Score -2428531 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2428555.000000 Penalty: 3235.988037
	Iteration 30Q: 3 clusters Score -2428555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2428590.250000 Penalty: 3235.988037
	Iteration 31Q: 3 clusters Score -2428590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2428605.750000 Penalty: 3235.988037
	Iteration 32Q: 3 clusters Score -2428606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2428630.750000 Penalty: 3235.988037
	Iteration 33Q: 3 clusters Score -2428631 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2428664.500000 Penalty: 3235.988037
	Iteration 34Q: 3 clusters Score -2428664 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2428678.000000 Penalty: 3235.988037
	Iteration 35Q: 3 clusters Score -2428678 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2428697.500000 Penalty: 3235.988037
	Iteration 36Q: 3 clusters Score -2428698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2428709.500000 Penalty: 3235.988037
	Iteration 37Q: 3 clusters Score -2428710 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2428722.500000 Penalty: 3235.988037
	Iteration 38Q: 3 clusters Score -2428722 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -2428738.250000 Penalty: 3235.988037
	Iteration 39Q: 3 clusters Score -2428738 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -2428759.250000 Penalty: 3235.988037
	Iteration 40F: 3 clusters Score -2428759 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -2428779.000000 Penalty: 3235.988037
	Iteration 41Q: 3 clusters Score -2428779 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2428794.500000 Penalty: 3235.988037
	Iteration 42Q: 3 clusters Score -2428794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2428816.250000 Penalty: 3235.988037
	Iteration 43Q: 3 clusters Score -2428816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2428827.750000 Penalty: 3235.988037
	Iteration 44Q: 3 clusters Score -2428828 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2428841.750000 Penalty: 3235.988037
	Iteration 45Q: 3 clusters Score -2428842 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2428853.000000 Penalty: 3235.988037
	Iteration 46Q: 3 clusters Score -2428853 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2428857.000000 Penalty: 3235.988037
	Iteration 47Q: 3 clusters Score -2428857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2428864.250000 Penalty: 3235.988037
	Iteration 48Q: 3 clusters Score -2428864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2428861.000000 Penalty: 3235.988037
	Iteration 49Q: 3 clusters Score -2428861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2428875.500000 Penalty: 3235.988037
	Iteration 50Q: 3 clusters Score -2428876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2428889.500000 Penalty: 3235.988037
	Iteration 51Q: 3 clusters Score -2428890 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2428898.500000 Penalty: 3235.988037
	Iteration 52Q: 3 clusters Score -2428898 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2428911.000000 Penalty: 3235.988037
	Iteration 53Q: 3 clusters Score -2428911 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2428923.500000 Penalty: 3235.988037
	Iteration 54Q: 3 clusters Score -2428924 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2428932.750000 Penalty: 3235.988037
	Iteration 55Q: 3 clusters Score -2428933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2428938.750000 Penalty: 3235.988037
	Iteration 56Q: 3 clusters Score -2428939 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2428953.000000 Penalty: 3235.988037
	Iteration 57Q: 3 clusters Score -2428953 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2428959.000000 Penalty: 3235.988037
	Iteration 58Q: 3 clusters Score -2428959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2428976.750000 Penalty: 3235.988037
	Iteration 59Q: 3 clusters Score -2428977 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2428990.250000 Penalty: 3235.988037
	Iteration 60F: 3 clusters Score -2428990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2428999.000000 Penalty: 3235.988037
	Iteration 61Q: 3 clusters Score -2428999 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2429006.500000 Penalty: 3235.988037
	Iteration 62Q: 3 clusters Score -2429006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2429022.750000 Penalty: 3235.988037
	Iteration 63Q: 3 clusters Score -2429023 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -2429032.500000 Penalty: 3235.988037
	Iteration 64Q: 3 clusters Score -2429032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2429039.500000 Penalty: 3235.988037
	Iteration 65Q: 3 clusters Score -2429040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2429047.500000 Penalty: 3235.988037
	Iteration 66Q: 3 clusters Score -2429048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2429054.250000 Penalty: 3235.988037
	Iteration 67Q: 3 clusters Score -2429054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2429054.250000 Penalty: 3235.988037
	Iteration 68Q: 3 clusters Score -2429054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2429060.750000 Penalty: 3235.988037
	Iteration 69Q: 3 clusters Score -2429061 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19818 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2429064.750000 Penalty: 3235.988037
	Iteration 70Q: 3 clusters Score -2429065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19831 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2429074.000000 Penalty: 3235.988037
	Iteration 71Q: 3 clusters Score -2429074 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2429078.750000 Penalty: 3235.988037
	Iteration 72Q: 3 clusters Score -2429079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2429087.250000 Penalty: 3235.988037
	Iteration 73Q: 3 clusters Score -2429087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2429086.500000 Penalty: 3235.988037
	Iteration 74Q: 3 clusters Score -2429086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2429085.500000 Penalty: 3235.988037
	Iteration 75Q: 3 clusters Score -2429086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2429088.750000 Penalty: 3235.988037
	Iteration 76Q: 3 clusters Score -2429089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2429090.000000 Penalty: 3235.988037
	Iteration 77Q: 3 clusters Score -2429090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2429089.000000 Penalty: 3235.988037
	Iteration 78Q: 3 clusters Score -2429089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2429092.250000 Penalty: 3235.988037
	Iteration 79Q: 3 clusters Score -2429092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2429091.250000 Penalty: 3235.988037
	Iteration 80F: 3 clusters Score -2429091 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2429094.750000 Penalty: 3235.988037
	Iteration 81Q: 3 clusters Score -2429095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2429095.000000 Penalty: 3235.988037
	Iteration 82Q: 3 clusters Score -2429095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2429095.500000 Penalty: 3235.988037
	Iteration 83Q: 3 clusters Score -2429096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2429095.250000 Penalty: 3235.988037
	Iteration 84Q: 3 clusters Score -2429095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2429093.750000 Penalty: 3235.988037
	Iteration 85Q: 3 clusters Score -2429094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2429090.500000 Penalty: 3235.988037
	Iteration 86Q: 3 clusters Score -2429090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2429093.500000 Penalty: 3235.988037
	Iteration 87Q: 3 clusters Score -2429094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2429096.250000 Penalty: 3235.988037
	Iteration 88Q: 3 clusters Score -2429096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2429095.500000 Penalty: 3235.988037
	Iteration 89Q: 3 clusters Score -2429096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2429092.000000 Penalty: 3235.988037
	Iteration 90Q: 3 clusters Score -2429092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2429092.000000 Penalty: 3235.988037
	Iteration 91F: 3 clusters Score -2429092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Entering Unmasked Estep 
Score: -99099.445312 Penalty: 1105.569580
	Iteration 0F: 2 clusters Score -99099.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -97743.671875 Penalty: 2211.139160
	Iteration 0F: 3 clusters Score -97743.67 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -98017.460938 Penalty: 2211.139160
	Iteration 1F: 3 clusters Score -98017.46 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -98112.921875 Penalty: 2211.139160
	Iteration 2F: 3 clusters Score -98112.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -98157.257812 Penalty: 2211.139160
	Iteration 3Q: 3 clusters Score -98157.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -98186.437500 Penalty: 2211.139160
	Iteration 4Q: 3 clusters Score -98186.44 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -98215.507812 Penalty: 2211.139160
	Iteration 5Q: 3 clusters Score -98215.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98232.992188 Penalty: 2211.139160
	Iteration 6Q: 3 clusters Score -98232.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -98250.234375 Penalty: 2211.139160
	Iteration 7Q: 3 clusters Score -98250.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -98255.054688 Penalty: 2211.139160
	Iteration 8Q: 3 clusters Score -98255.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -98258.195312 Penalty: 2211.139160
	Iteration 9Q: 3 clusters Score -98258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98262.109375 Penalty: 2211.139160
	Iteration 10Q: 3 clusters Score -98262.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -98270.890625 Penalty: 2211.139160
	Iteration 11Q: 3 clusters Score -98270.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98280.140625 Penalty: 2211.139160
	Iteration 12Q: 3 clusters Score -98280.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98287.023438 Penalty: 2211.139160
	Iteration 13Q: 3 clusters Score -98287.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -98290.554688 Penalty: 2211.139160
	Iteration 14Q: 3 clusters Score -98290.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -98291.304688 Penalty: 2211.139160
	Iteration 15Q: 3 clusters Score -98291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -98292.617188 Penalty: 2211.139160
	Iteration 16Q: 3 clusters Score -98292.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98294.070312 Penalty: 2211.139160
	Iteration 17Q: 3 clusters Score -98294.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98294.070312 Penalty: 2211.139160
	Iteration 18F: 3 clusters Score -98294.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Entering Unmasked Estep 
Score: -421427.531250 Penalty: 1334.365967
	Iteration 0F: 2 clusters Score -421427.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -418257.281250 Penalty: 2668.731934
	Iteration 0F: 3 clusters Score -418257.3 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -419029.156250 Penalty: 2668.731934
	Iteration 1F: 3 clusters Score -419029.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -419168.093750 Penalty: 2668.731934
	Iteration 2F: 3 clusters Score -419168.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419245.906250 Penalty: 2668.731934
	Iteration 3Q: 3 clusters Score -419245.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -419298.718750 Penalty: 2668.731934
	Iteration 4Q: 3 clusters Score -419298.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -419348.843750 Penalty: 2668.731934
	Iteration 5Q: 3 clusters Score -419348.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -419392.812500 Penalty: 2668.731934
	Iteration 6Q: 3 clusters Score -419392.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -419442.468750 Penalty: 2668.731934
	Iteration 7Q: 3 clusters Score -419442.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -419485.656250 Penalty: 2668.731934
	Iteration 8Q: 3 clusters Score -419485.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -419535.531250 Penalty: 2668.731934
	Iteration 9Q: 3 clusters Score -419535.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -419578.406250 Penalty: 2668.731934
	Iteration 10Q: 3 clusters Score -419578.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -419628.312500 Penalty: 2668.731934
	Iteration 11Q: 3 clusters Score -419628.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -419684.406250 Penalty: 2668.731934
	Iteration 12Q: 3 clusters Score -419684.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -419743.968750 Penalty: 2668.731934
	Iteration 13Q: 3 clusters Score -419744 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -419811.281250 Penalty: 2668.731934
	Iteration 14Q: 3 clusters Score -419811.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -419879.843750 Penalty: 2668.731934
	Iteration 15Q: 3 clusters Score -419879.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -419949.531250 Penalty: 2668.731934
	Iteration 16Q: 3 clusters Score -419949.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -420003.687500 Penalty: 2668.731934
	Iteration 17Q: 3 clusters Score -420003.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -420043.437500 Penalty: 2668.731934
	Iteration 18Q: 3 clusters Score -420043.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -420085.031250 Penalty: 2668.731934
	Iteration 19Q: 3 clusters Score -420085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -420118.875000 Penalty: 2668.731934
	Iteration 20F: 3 clusters Score -420118.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -420152.062500 Penalty: 2668.731934
	Iteration 21Q: 3 clusters Score -420152.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -420180.812500 Penalty: 2668.731934
	Iteration 22Q: 3 clusters Score -420180.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -420203.718750 Penalty: 2668.731934
	Iteration 23Q: 3 clusters Score -420203.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -420222.406250 Penalty: 2668.731934
	Iteration 24Q: 3 clusters Score -420222.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -420236.062500 Penalty: 2668.731934
	Iteration 25Q: 3 clusters Score -420236.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -420249.218750 Penalty: 2668.731934
	Iteration 26Q: 3 clusters Score -420249.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -420261.531250 Penalty: 2668.731934
	Iteration 27Q: 3 clusters Score -420261.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -420272.500000 Penalty: 2668.731934
	Iteration 28Q: 3 clusters Score -420272.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -420282.218750 Penalty: 2668.731934
	Iteration 29Q: 3 clusters Score -420282.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -420293.812500 Penalty: 2668.731934
	Iteration 30Q: 3 clusters Score -420293.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -420303.093750 Penalty: 2668.731934
	Iteration 31Q: 3 clusters Score -420303.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -420305.875000 Penalty: 2668.731934
	Iteration 32Q: 3 clusters Score -420305.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -420307.312500 Penalty: 2668.731934
	Iteration 33Q: 3 clusters Score -420307.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -420308.906250 Penalty: 2668.731934
	Iteration 34Q: 3 clusters Score -420308.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -420312.187500 Penalty: 2668.731934
	Iteration 35Q: 3 clusters Score -420312.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -420313.843750 Penalty: 2668.731934
	Iteration 36Q: 3 clusters Score -420313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -420314.281250 Penalty: 2668.731934
	Iteration 37Q: 3 clusters Score -420314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -420314.937500 Penalty: 2668.731934
	Iteration 38Q: 3 clusters Score -420314.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -420316.500000 Penalty: 2668.731934
	Iteration 39Q: 3 clusters Score -420316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -420318.250000 Penalty: 2668.731934
	Iteration 40F: 3 clusters Score -420318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -420319.093750 Penalty: 2668.731934
	Iteration 41Q: 3 clusters Score -420319.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -420320.281250 Penalty: 2668.731934
	Iteration 42Q: 3 clusters Score -420320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -420321.468750 Penalty: 2668.731934
	Iteration 43Q: 3 clusters Score -420321.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -420321.437500 Penalty: 2668.731934
	Iteration 44Q: 3 clusters Score -420321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -420321.750000 Penalty: 2668.731934
	Iteration 45Q: 3 clusters Score -420321.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -420322.937500 Penalty: 2668.731934
	Iteration 46Q: 3 clusters Score -420322.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -420322.281250 Penalty: 2668.731934
	Iteration 47Q: 3 clusters Score -420322.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -420323.187500 Penalty: 2668.731934
	Iteration 48Q: 3 clusters Score -420323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -420323.187500 Penalty: 2668.731934
	Iteration 49Q: 3 clusters Score -420323.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -420323.843750 Penalty: 2668.731934
	Iteration 50Q: 3 clusters Score -420323.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -420323.531250 Penalty: 2668.731934
	Iteration 51Q: 3 clusters Score -420323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -420323.531250 Penalty: 2668.731934
	Iteration 52F: 3 clusters Score -420323.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -185957.390625 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -185957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -184079.437500 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -184079.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -184504.125000 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -184504.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -184620.203125 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -184620.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -184705.609375 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -184705.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -184773.296875 Penalty: 2416.517334
	Iteration 4Q: 3 clusters Score -184773.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -184834.750000 Penalty: 2416.517334
	Iteration 5Q: 3 clusters Score -184834.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -184881.953125 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -184882 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -184915.375000 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -184915.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -184943.984375 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -184944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -184990.687500 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -184990.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -185039.859375 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -185039.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -185081.625000 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -185081.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -185121.859375 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -185121.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -185172.343750 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -185172.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -185224.265625 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -185224.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -185269.078125 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -185269.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -185316.062500 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -185316.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -185355.531250 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -185355.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -185376.687500 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -185376.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -185385.859375 Penalty: 2416.517334
	Iteration 19Q: 3 clusters Score -185385.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -185397.187500 Penalty: 2416.517334
	Iteration 20F: 3 clusters Score -185397.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -185411.500000 Penalty: 2416.517334
	Iteration 21Q: 3 clusters Score -185411.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -185422.796875 Penalty: 2416.517334
	Iteration 22Q: 3 clusters Score -185422.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -185436.609375 Penalty: 2416.517334
	Iteration 23Q: 3 clusters Score -185436.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -185448.984375 Penalty: 2416.517334
	Iteration 24Q: 3 clusters Score -185449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -185458.593750 Penalty: 2416.517334
	Iteration 25Q: 3 clusters Score -185458.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185463.531250 Penalty: 2416.517334
	Iteration 26Q: 3 clusters Score -185463.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -185470.750000 Penalty: 2416.517334
	Iteration 27Q: 3 clusters Score -185470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -185474.078125 Penalty: 2416.517334
	Iteration 28Q: 3 clusters Score -185474.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -185477.140625 Penalty: 2416.517334
	Iteration 29Q: 3 clusters Score -185477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -185479.062500 Penalty: 2416.517334
	Iteration 30Q: 3 clusters Score -185479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -185482.859375 Penalty: 2416.517334
	Iteration 31Q: 3 clusters Score -185482.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -185485.421875 Penalty: 2416.517334
	Iteration 32Q: 3 clusters Score -185485.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -185486.640625 Penalty: 2416.517334
	Iteration 33Q: 3 clusters Score -185486.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -185486.640625 Penalty: 2416.517334
	Iteration 34F: 3 clusters Score -185486.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -313606.468750 Penalty: 1286.125366
	Iteration 0F: 2 clusters Score -313606.5 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 1355 members 
Entering Unmasked Estep 
Score: -311056.031250 Penalty: 2572.250732
	Iteration 0F: 3 clusters Score -311056 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -311635.437500 Penalty: 2572.250732
	Iteration 1F: 3 clusters Score -311635.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -311792.968750 Penalty: 2572.250732
	Iteration 2F: 3 clusters Score -311793 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -311884.843750 Penalty: 2572.250732
	Iteration 3F: 3 clusters Score -311884.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -311960.281250 Penalty: 2572.250732
	Iteration 4Q: 3 clusters Score -311960.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -312052.156250 Penalty: 2572.250732
	Iteration 5Q: 3 clusters Score -312052.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -312128.437500 Penalty: 2572.250732
	Iteration 6Q: 3 clusters Score -312128.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -312207.125000 Penalty: 2572.250732
	Iteration 7Q: 3 clusters Score -312207.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -312282.250000 Penalty: 2572.250732
	Iteration 8Q: 3 clusters Score -312282.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -312338.656250 Penalty: 2572.250732
	Iteration 9Q: 3 clusters Score -312338.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -312389.781250 Penalty: 2572.250732
	Iteration 10Q: 3 clusters Score -312389.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -312422.437500 Penalty: 2572.250732
	Iteration 11Q: 3 clusters Score -312422.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -312447.468750 Penalty: 2572.250732
	Iteration 12Q: 3 clusters Score -312447.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -312475.031250 Penalty: 2572.250732
	Iteration 13Q: 3 clusters Score -312475 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -312495.968750 Penalty: 2572.250732
	Iteration 14Q: 3 clusters Score -312496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -312514.031250 Penalty: 2572.250732
	Iteration 15Q: 3 clusters Score -312514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -312527.812500 Penalty: 2572.250732
	Iteration 16Q: 3 clusters Score -312527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -312533.718750 Penalty: 2572.250732
	Iteration 17Q: 3 clusters Score -312533.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -312535.875000 Penalty: 2572.250732
	Iteration 18Q: 3 clusters Score -312535.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -312540.093750 Penalty: 2572.250732
	Iteration 19Q: 3 clusters Score -312540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -312542.062500 Penalty: 2572.250732
	Iteration 20F: 3 clusters Score -312542.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -312542.437500 Penalty: 2572.250732
	Iteration 21Q: 3 clusters Score -312542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -312542.437500 Penalty: 2572.250732
	Iteration 22F: 3 clusters Score -312542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -144621.265625 Penalty: 1167.871460
	Iteration 0F: 2 clusters Score -144621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -142994.968750 Penalty: 2335.742920
	Iteration 0F: 3 clusters Score -142995 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -143342.703125 Penalty: 2335.742920
	Iteration 1F: 3 clusters Score -143342.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -143494.640625 Penalty: 2335.742920
	Iteration 2F: 3 clusters Score -143494.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -143581.968750 Penalty: 2335.742920
	Iteration 3F: 3 clusters Score -143582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143645.093750 Penalty: 2335.742920
	Iteration 4Q: 3 clusters Score -143645.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143691.250000 Penalty: 2335.742920
	Iteration 5Q: 3 clusters Score -143691.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -143733.953125 Penalty: 2335.742920
	Iteration 6Q: 3 clusters Score -143734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -143767.812500 Penalty: 2335.742920
	Iteration 7Q: 3 clusters Score -143767.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -143807.500000 Penalty: 2335.742920
	Iteration 8Q: 3 clusters Score -143807.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143845.375000 Penalty: 2335.742920
	Iteration 9Q: 3 clusters Score -143845.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -143883.843750 Penalty: 2335.742920
	Iteration 10Q: 3 clusters Score -143883.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -143901.531250 Penalty: 2335.742920
	Iteration 11Q: 3 clusters Score -143901.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -143906.734375 Penalty: 2335.742920
	Iteration 12Q: 3 clusters Score -143906.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -143914.437500 Penalty: 2335.742920
	Iteration 13Q: 3 clusters Score -143914.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -143915.796875 Penalty: 2335.742920
	Iteration 14Q: 3 clusters Score -143915.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -143916.890625 Penalty: 2335.742920
	Iteration 15Q: 3 clusters Score -143916.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -143916.890625 Penalty: 2335.742920
	Iteration 16F: 3 clusters Score -143916.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Entering Unmasked Estep 
Score: -1056730.875000 Penalty: 1481.943115
	Iteration 0F: 2 clusters Score -1056731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1050070.625000 Penalty: 2963.886230
	Iteration 0F: 3 clusters Score -1050071 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1052182.875000 Penalty: 2963.886230
	Iteration 1F: 3 clusters Score -1052183 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1052461.500000 Penalty: 2963.886230
	Iteration 2F: 3 clusters Score -1052462 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1052724.000000 Penalty: 2963.886230
	Iteration 3F: 3 clusters Score -1052724 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1052989.625000 Penalty: 2963.886230
	Iteration 4F: 3 clusters Score -1052990 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1053247.750000 Penalty: 2963.886230
	Iteration 5F: 3 clusters Score -1053248 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1053526.000000 Penalty: 2963.886230
	Iteration 6F: 3 clusters Score -1053526 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1053820.750000 Penalty: 2963.886230
	Iteration 7F: 3 clusters Score -1053821 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1054102.375000 Penalty: 2963.886230
	Iteration 8F: 3 clusters Score -1054102 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1054387.875000 Penalty: 2963.886230
	Iteration 9Q: 3 clusters Score -1054388 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1054639.750000 Penalty: 2963.886230
	Iteration 10Q: 3 clusters Score -1054640 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1054832.125000 Penalty: 2963.886230
	Iteration 11Q: 3 clusters Score -1054832 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1054965.375000 Penalty: 2963.886230
	Iteration 12Q: 3 clusters Score -1054965 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1055087.375000 Penalty: 2963.886230
	Iteration 13Q: 3 clusters Score -1055087 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1055180.250000 Penalty: 2963.886230
	Iteration 14Q: 3 clusters Score -1055180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1055245.250000 Penalty: 2963.886230
	Iteration 15Q: 3 clusters Score -1055245 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -1055281.875000 Penalty: 2963.886230
	Iteration 16Q: 3 clusters Score -1055282 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1055304.875000 Penalty: 2963.886230
	Iteration 17Q: 3 clusters Score -1055305 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1055329.875000 Penalty: 2963.886230
	Iteration 18Q: 3 clusters Score -1055330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1055351.000000 Penalty: 2963.886230
	Iteration 19Q: 3 clusters Score -1055351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1055375.500000 Penalty: 2963.886230
	Iteration 20F: 3 clusters Score -1055376 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1055399.750000 Penalty: 2963.886230
	Iteration 21Q: 3 clusters Score -1055400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1055428.875000 Penalty: 2963.886230
	Iteration 22Q: 3 clusters Score -1055429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1055450.500000 Penalty: 2963.886230
	Iteration 23Q: 3 clusters Score -1055450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1055464.375000 Penalty: 2963.886230
	Iteration 24Q: 3 clusters Score -1055464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1055473.125000 Penalty: 2963.886230
	Iteration 25Q: 3 clusters Score -1055473 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -1055481.500000 Penalty: 2963.886230
	Iteration 26Q: 3 clusters Score -1055482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1055482.750000 Penalty: 2963.886230
	Iteration 27Q: 3 clusters Score -1055483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -1055484.125000 Penalty: 2963.886230
	Iteration 28Q: 3 clusters Score -1055484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1055484.625000 Penalty: 2963.886230
	Iteration 29Q: 3 clusters Score -1055485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1055485.625000 Penalty: 2963.886230
	Iteration 30Q: 3 clusters Score -1055486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1055488.875000 Penalty: 2963.886230
	Iteration 31Q: 3 clusters Score -1055489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1055490.000000 Penalty: 2963.886230
	Iteration 32Q: 3 clusters Score -1055490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1055490.250000 Penalty: 2963.886230
	Iteration 33Q: 3 clusters Score -1055490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1055492.500000 Penalty: 2963.886230
	Iteration 34Q: 3 clusters Score -1055492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1055493.875000 Penalty: 2963.886230
	Iteration 35Q: 3 clusters Score -1055494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1055493.375000 Penalty: 2963.886230
	Iteration 36Q: 3 clusters Score -1055493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1055496.625000 Penalty: 2963.886230
	Iteration 37Q: 3 clusters Score -1055497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1055496.625000 Penalty: 2963.886230
	Iteration 38F: 3 clusters Score -1055497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Entering Unmasked Estep 
Score: -426322.656250 Penalty: 1356.944824
	Iteration 0F: 2 clusters Score -426322.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -422848.750000 Penalty: 2713.889648
	Iteration 0F: 3 clusters Score -422848.8 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -424001.250000 Penalty: 2713.889648
	Iteration 1F: 3 clusters Score -424001.2 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -424377.781250 Penalty: 2713.889648
	Iteration 2F: 3 clusters Score -424377.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -424689.500000 Penalty: 2713.889648
	Iteration 3F: 3 clusters Score -424689.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -424947.218750 Penalty: 2713.889648
	Iteration 4F: 3 clusters Score -424947.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -425139.406250 Penalty: 2713.889648
	Iteration 5F: 3 clusters Score -425139.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -425269.250000 Penalty: 2713.889648
	Iteration 6Q: 3 clusters Score -425269.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -425347.781250 Penalty: 2713.889648
	Iteration 7Q: 3 clusters Score -425347.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -425392.156250 Penalty: 2713.889648
	Iteration 8Q: 3 clusters Score -425392.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -425427.500000 Penalty: 2713.889648
	Iteration 9Q: 3 clusters Score -425427.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -425452.812500 Penalty: 2713.889648
	Iteration 10Q: 3 clusters Score -425452.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -425471.281250 Penalty: 2713.889648
	Iteration 11Q: 3 clusters Score -425471.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -425484.750000 Penalty: 2713.889648
	Iteration 12Q: 3 clusters Score -425484.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -425495.093750 Penalty: 2713.889648
	Iteration 13Q: 3 clusters Score -425495.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -425503.625000 Penalty: 2713.889648
	Iteration 14Q: 3 clusters Score -425503.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -425510.937500 Penalty: 2713.889648
	Iteration 15Q: 3 clusters Score -425510.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -425515.218750 Penalty: 2713.889648
	Iteration 16Q: 3 clusters Score -425515.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -425518.718750 Penalty: 2713.889648
	Iteration 17Q: 3 clusters Score -425518.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -425520.625000 Penalty: 2713.889648
	Iteration 18Q: 3 clusters Score -425520.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -425523.000000 Penalty: 2713.889648
	Iteration 19Q: 3 clusters Score -425523 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -425525.906250 Penalty: 2713.889648
	Iteration 20F: 3 clusters Score -425525.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -425526.531250 Penalty: 2713.889648
	Iteration 21Q: 3 clusters Score -425526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -425526.468750 Penalty: 2713.889648
	Iteration 22Q: 3 clusters Score -425526.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -425526.750000 Penalty: 2713.889648
	Iteration 23Q: 3 clusters Score -425526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -425526.750000 Penalty: 2713.889648
	Iteration 24F: 3 clusters Score -425526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (12358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Entering Unmasked Estep 
Score: -1434037.875000 Penalty: 1531.084595
	Iteration 0F: 2 clusters Score -1434038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1425363.875000 Penalty: 3062.169189
	Iteration 0F: 3 clusters Score -1425364 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1428185.625000 Penalty: 3062.169189
	Iteration 1F: 3 clusters Score -1428186 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1428426.125000 Penalty: 3062.169189
	Iteration 2F: 3 clusters Score -1428426 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1428600.000000 Penalty: 3062.169189
	Iteration 3Q: 3 clusters Score -1428600 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1428749.250000 Penalty: 3062.169189
	Iteration 4Q: 3 clusters Score -1428749 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1428890.625000 Penalty: 3062.169189
	Iteration 5Q: 3 clusters Score -1428891 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1429033.750000 Penalty: 3062.169189
	Iteration 6Q: 3 clusters Score -1429034 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1429157.125000 Penalty: 3062.169189
	Iteration 7Q: 3 clusters Score -1429157 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1429312.875000 Penalty: 3062.169189
	Iteration 8Q: 3 clusters Score -1429313 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1429487.750000 Penalty: 3062.169189
	Iteration 9Q: 3 clusters Score -1429488 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1429692.500000 Penalty: 3062.169189
	Iteration 10Q: 3 clusters Score -1429692 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1429919.750000 Penalty: 3062.169189
	Iteration 11Q: 3 clusters Score -1429920 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1430174.625000 Penalty: 3062.169189
	Iteration 12Q: 3 clusters Score -1430175 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1430427.000000 Penalty: 3062.169189
	Iteration 13Q: 3 clusters Score -1430427 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1430680.500000 Penalty: 3062.169189
	Iteration 14Q: 3 clusters Score -1430680 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1430905.500000 Penalty: 3062.169189
	Iteration 15Q: 3 clusters Score -1430906 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1431086.875000 Penalty: 3062.169189
	Iteration 16Q: 3 clusters Score -1431087 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1431251.750000 Penalty: 3062.169189
	Iteration 17Q: 3 clusters Score -1431252 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1431388.375000 Penalty: 3062.169189
	Iteration 18Q: 3 clusters Score -1431388 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1431494.375000 Penalty: 3062.169189
	Iteration 19Q: 3 clusters Score -1431494 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1431587.375000 Penalty: 3062.169189
	Iteration 20F: 3 clusters Score -1431587 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1431683.625000 Penalty: 3062.169189
	Iteration 21Q: 3 clusters Score -1431684 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1431771.750000 Penalty: 3062.169189
	Iteration 22Q: 3 clusters Score -1431772 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1431858.250000 Penalty: 3062.169189
	Iteration 23Q: 3 clusters Score -1431858 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10685 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1431944.125000 Penalty: 3062.169189
	Iteration 24Q: 3 clusters Score -1431944 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1432018.375000 Penalty: 3062.169189
	Iteration 25Q: 3 clusters Score -1432018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1432092.375000 Penalty: 3062.169189
	Iteration 26Q: 3 clusters Score -1432092 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1432179.250000 Penalty: 3062.169189
	Iteration 27Q: 3 clusters Score -1432179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1432248.125000 Penalty: 3062.169189
	Iteration 28Q: 3 clusters Score -1432248 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1432323.250000 Penalty: 3062.169189
	Iteration 29Q: 3 clusters Score -1432323 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1432381.625000 Penalty: 3062.169189
	Iteration 30Q: 3 clusters Score -1432382 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1432430.750000 Penalty: 3062.169189
	Iteration 31Q: 3 clusters Score -1432431 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1432465.750000 Penalty: 3062.169189
	Iteration 32Q: 3 clusters Score -1432466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1432513.875000 Penalty: 3062.169189
	Iteration 33Q: 3 clusters Score -1432514 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1432543.500000 Penalty: 3062.169189
	Iteration 34Q: 3 clusters Score -1432544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1432572.000000 Penalty: 3062.169189
	Iteration 35Q: 3 clusters Score -1432572 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1432590.875000 Penalty: 3062.169189
	Iteration 36Q: 3 clusters Score -1432591 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1432613.250000 Penalty: 3062.169189
	Iteration 37Q: 3 clusters Score -1432613 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1432629.875000 Penalty: 3062.169189
	Iteration 38Q: 3 clusters Score -1432630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1432637.250000 Penalty: 3062.169189
	Iteration 39Q: 3 clusters Score -1432637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1432644.625000 Penalty: 3062.169189
	Iteration 40F: 3 clusters Score -1432645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1432653.750000 Penalty: 3062.169189
	Iteration 41Q: 3 clusters Score -1432654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1432664.000000 Penalty: 3062.169189
	Iteration 42Q: 3 clusters Score -1432664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1432672.625000 Penalty: 3062.169189
	Iteration 43Q: 3 clusters Score -1432673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1432674.000000 Penalty: 3062.169189
	Iteration 44Q: 3 clusters Score -1432674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1432677.250000 Penalty: 3062.169189
	Iteration 45Q: 3 clusters Score -1432677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1432679.625000 Penalty: 3062.169189
	Iteration 46Q: 3 clusters Score -1432680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1432683.500000 Penalty: 3062.169189
	Iteration 47Q: 3 clusters Score -1432684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1432683.875000 Penalty: 3062.169189
	Iteration 48Q: 3 clusters Score -1432684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1432685.750000 Penalty: 3062.169189
	Iteration 49Q: 3 clusters Score -1432686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1432687.250000 Penalty: 3062.169189
	Iteration 50Q: 3 clusters Score -1432687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1432687.250000 Penalty: 3062.169189
	Iteration 51F: 3 clusters Score -1432687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Entering Unmasked Estep 
Score: -731764.500000 Penalty: 1423.548096
	Iteration 0F: 2 clusters Score -731764.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -726907.750000 Penalty: 2847.096191
	Iteration 0F: 3 clusters Score -726907.8 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -728330.062500 Penalty: 2847.096191
	Iteration 1F: 3 clusters Score -728330.1 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -728502.812500 Penalty: 2847.096191
	Iteration 2F: 3 clusters Score -728502.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -728637.312500 Penalty: 2847.096191
	Iteration 3Q: 3 clusters Score -728637.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -728738.625000 Penalty: 2847.096191
	Iteration 4Q: 3 clusters Score -728738.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -728813.000000 Penalty: 2847.096191
	Iteration 5Q: 3 clusters Score -728813 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -728883.250000 Penalty: 2847.096191
	Iteration 6Q: 3 clusters Score -728883.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -728956.875000 Penalty: 2847.096191
	Iteration 7Q: 3 clusters Score -728956.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -729029.937500 Penalty: 2847.096191
	Iteration 8Q: 3 clusters Score -729029.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -729103.125000 Penalty: 2847.096191
	Iteration 9Q: 3 clusters Score -729103.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -729184.000000 Penalty: 2847.096191
	Iteration 10Q: 3 clusters Score -729184 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -729277.562500 Penalty: 2847.096191
	Iteration 11Q: 3 clusters Score -729277.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -729393.437500 Penalty: 2847.096191
	Iteration 12Q: 3 clusters Score -729393.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -729529.812500 Penalty: 2847.096191
	Iteration 13Q: 3 clusters Score -729529.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -729650.187500 Penalty: 2847.096191
	Iteration 14Q: 3 clusters Score -729650.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -729783.125000 Penalty: 2847.096191
	Iteration 15Q: 3 clusters Score -729783.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -729917.062500 Penalty: 2847.096191
	Iteration 16Q: 3 clusters Score -729917.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -730025.875000 Penalty: 2847.096191
	Iteration 17Q: 3 clusters Score -730025.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -730117.562500 Penalty: 2847.096191
	Iteration 18Q: 3 clusters Score -730117.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -730206.937500 Penalty: 2847.096191
	Iteration 19Q: 3 clusters Score -730206.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -730271.812500 Penalty: 2847.096191
	Iteration 20F: 3 clusters Score -730271.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -730328.187500 Penalty: 2847.096191
	Iteration 21Q: 3 clusters Score -730328.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -730374.062500 Penalty: 2847.096191
	Iteration 22Q: 3 clusters Score -730374.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -730417.875000 Penalty: 2847.096191
	Iteration 23Q: 3 clusters Score -730417.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -730443.625000 Penalty: 2847.096191
	Iteration 24Q: 3 clusters Score -730443.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -730465.125000 Penalty: 2847.096191
	Iteration 25Q: 3 clusters Score -730465.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -730476.562500 Penalty: 2847.096191
	Iteration 26Q: 3 clusters Score -730476.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -730488.250000 Penalty: 2847.096191
	Iteration 27Q: 3 clusters Score -730488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -730493.312500 Penalty: 2847.096191
	Iteration 28Q: 3 clusters Score -730493.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -730496.750000 Penalty: 2847.096191
	Iteration 29Q: 3 clusters Score -730496.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -730498.062500 Penalty: 2847.096191
	Iteration 30Q: 3 clusters Score -730498.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -730497.375000 Penalty: 2847.096191
	Iteration 31Q: 3 clusters Score -730497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -730501.875000 Penalty: 2847.096191
	Iteration 32Q: 3 clusters Score -730501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -730508.062500 Penalty: 2847.096191
	Iteration 33Q: 3 clusters Score -730508.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -730518.500000 Penalty: 2847.096191
	Iteration 34Q: 3 clusters Score -730518.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -730526.875000 Penalty: 2847.096191
	Iteration 35Q: 3 clusters Score -730526.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -730541.062500 Penalty: 2847.096191
	Iteration 36Q: 3 clusters Score -730541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -730551.937500 Penalty: 2847.096191
	Iteration 37Q: 3 clusters Score -730551.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -730555.750000 Penalty: 2847.096191
	Iteration 38Q: 3 clusters Score -730555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -730560.187500 Penalty: 2847.096191
	Iteration 39Q: 3 clusters Score -730560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -730562.250000 Penalty: 2847.096191
	Iteration 40F: 3 clusters Score -730562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -730567.000000 Penalty: 2847.096191
	Iteration 41Q: 3 clusters Score -730567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -730568.062500 Penalty: 2847.096191
	Iteration 42Q: 3 clusters Score -730568.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -730569.437500 Penalty: 2847.096191
	Iteration 43Q: 3 clusters Score -730569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -730569.375000 Penalty: 2847.096191
	Iteration 44Q: 3 clusters Score -730569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -730569.375000 Penalty: 2847.096191
	Iteration 45F: 3 clusters Score -730569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Entering Unmasked Estep 
Score: -346030.187500 Penalty: 1304.358887
	Iteration 0F: 2 clusters Score -346030.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -343276.875000 Penalty: 2608.717773
	Iteration 0F: 3 clusters Score -343276.9 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -343980.156250 Penalty: 2608.717773
	Iteration 1F: 3 clusters Score -343980.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -344133.875000 Penalty: 2608.717773
	Iteration 2F: 3 clusters Score -344133.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -344223.000000 Penalty: 2608.717773
	Iteration 3F: 3 clusters Score -344223 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -344284.250000 Penalty: 2608.717773
	Iteration 4Q: 3 clusters Score -344284.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -344339.500000 Penalty: 2608.717773
	Iteration 5Q: 3 clusters Score -344339.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -344382.031250 Penalty: 2608.717773
	Iteration 6Q: 3 clusters Score -344382 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -344412.250000 Penalty: 2608.717773
	Iteration 7Q: 3 clusters Score -344412.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -344435.437500 Penalty: 2608.717773
	Iteration 8Q: 3 clusters Score -344435.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -344456.125000 Penalty: 2608.717773
	Iteration 9Q: 3 clusters Score -344456.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -344479.593750 Penalty: 2608.717773
	Iteration 10Q: 3 clusters Score -344479.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -344501.468750 Penalty: 2608.717773
	Iteration 11Q: 3 clusters Score -344501.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -344520.250000 Penalty: 2608.717773
	Iteration 12Q: 3 clusters Score -344520.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -344532.468750 Penalty: 2608.717773
	Iteration 13Q: 3 clusters Score -344532.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -344549.468750 Penalty: 2608.717773
	Iteration 14Q: 3 clusters Score -344549.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -344570.906250 Penalty: 2608.717773
	Iteration 15Q: 3 clusters Score -344570.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -344593.781250 Penalty: 2608.717773
	Iteration 16Q: 3 clusters Score -344593.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -344624.875000 Penalty: 2608.717773
	Iteration 17Q: 3 clusters Score -344624.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -344661.093750 Penalty: 2608.717773
	Iteration 18Q: 3 clusters Score -344661.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -344701.593750 Penalty: 2608.717773
	Iteration 19Q: 3 clusters Score -344701.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -344743.125000 Penalty: 2608.717773
	Iteration 20F: 3 clusters Score -344743.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -344785.156250 Penalty: 2608.717773
	Iteration 21Q: 3 clusters Score -344785.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -344823.593750 Penalty: 2608.717773
	Iteration 22Q: 3 clusters Score -344823.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -344859.937500 Penalty: 2608.717773
	Iteration 23Q: 3 clusters Score -344859.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -344899.906250 Penalty: 2608.717773
	Iteration 24Q: 3 clusters Score -344899.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -344944.843750 Penalty: 2608.717773
	Iteration 25Q: 3 clusters Score -344944.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -344990.843750 Penalty: 2608.717773
	Iteration 26Q: 3 clusters Score -344990.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -345028.375000 Penalty: 2608.717773
	Iteration 27Q: 3 clusters Score -345028.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -345090.968750 Penalty: 2608.717773
	Iteration 28Q: 3 clusters Score -345091 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -345171.312500 Penalty: 2608.717773
	Iteration 29Q: 3 clusters Score -345171.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -345229.250000 Penalty: 2608.717773
	Iteration 30Q: 3 clusters Score -345229.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -345269.843750 Penalty: 2608.717773
	Iteration 31Q: 3 clusters Score -345269.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -345293.281250 Penalty: 2608.717773
	Iteration 32Q: 3 clusters Score -345293.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -345306.343750 Penalty: 2608.717773
	Iteration 33Q: 3 clusters Score -345306.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -345316.875000 Penalty: 2608.717773
	Iteration 34Q: 3 clusters Score -345316.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -345328.687500 Penalty: 2608.717773
	Iteration 35Q: 3 clusters Score -345328.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -345338.875000 Penalty: 2608.717773
	Iteration 36Q: 3 clusters Score -345338.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -345354.500000 Penalty: 2608.717773
	Iteration 37Q: 3 clusters Score -345354.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -345368.718750 Penalty: 2608.717773
	Iteration 38Q: 3 clusters Score -345368.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -345379.093750 Penalty: 2608.717773
	Iteration 39Q: 3 clusters Score -345379.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -345391.250000 Penalty: 2608.717773
	Iteration 40F: 3 clusters Score -345391.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -345404.937500 Penalty: 2608.717773
	Iteration 41Q: 3 clusters Score -345404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -345421.375000 Penalty: 2608.717773
	Iteration 42Q: 3 clusters Score -345421.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -345441.531250 Penalty: 2608.717773
	Iteration 43Q: 3 clusters Score -345441.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -345462.937500 Penalty: 2608.717773
	Iteration 44Q: 3 clusters Score -345462.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -345487.687500 Penalty: 2608.717773
	Iteration 45Q: 3 clusters Score -345487.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -345507.125000 Penalty: 2608.717773
	Iteration 46Q: 3 clusters Score -345507.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -345531.250000 Penalty: 2608.717773
	Iteration 47Q: 3 clusters Score -345531.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -345564.250000 Penalty: 2608.717773
	Iteration 48Q: 3 clusters Score -345564.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -345612.843750 Penalty: 2608.717773
	Iteration 49Q: 3 clusters Score -345612.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -345674.250000 Penalty: 2608.717773
	Iteration 50Q: 3 clusters Score -345674.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -345728.281250 Penalty: 2608.717773
	Iteration 51Q: 3 clusters Score -345728.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -345764.406250 Penalty: 2608.717773
	Iteration 52Q: 3 clusters Score -345764.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -345780.437500 Penalty: 2608.717773
	Iteration 53Q: 3 clusters Score -345780.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -345786.468750 Penalty: 2608.717773
	Iteration 54Q: 3 clusters Score -345786.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -345789.062500 Penalty: 2608.717773
	Iteration 55Q: 3 clusters Score -345789.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -345791.687500 Penalty: 2608.717773
	Iteration 56Q: 3 clusters Score -345791.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -345794.531250 Penalty: 2608.717773
	Iteration 57Q: 3 clusters Score -345794.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -345798.062500 Penalty: 2608.717773
	Iteration 58Q: 3 clusters Score -345798.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -345800.937500 Penalty: 2608.717773
	Iteration 59Q: 3 clusters Score -345800.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -345810.968750 Penalty: 2608.717773
	Iteration 60F: 3 clusters Score -345811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345814.312500 Penalty: 2608.717773
	Iteration 61Q: 3 clusters Score -345814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -345814.312500 Penalty: 2608.717773
	Iteration 62F: 3 clusters Score -345814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Entering Unmasked Estep 
Score: -156384.734375 Penalty: 1172.715332
	Iteration 0F: 2 clusters Score -156384.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -154700.875000 Penalty: 2345.430664
	Iteration 0F: 3 clusters Score -154700.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -155010.546875 Penalty: 2345.430664
	Iteration 1F: 3 clusters Score -155010.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -155091.812500 Penalty: 2345.430664
	Iteration 2F: 3 clusters Score -155091.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -155134.109375 Penalty: 2345.430664
	Iteration 3Q: 3 clusters Score -155134.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -155161.343750 Penalty: 2345.430664
	Iteration 4Q: 3 clusters Score -155161.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155181.796875 Penalty: 2345.430664
	Iteration 5Q: 3 clusters Score -155181.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -155198.234375 Penalty: 2345.430664
	Iteration 6Q: 3 clusters Score -155198.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -155207.593750 Penalty: 2345.430664
	Iteration 7Q: 3 clusters Score -155207.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -155217.734375 Penalty: 2345.430664
	Iteration 8Q: 3 clusters Score -155217.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -155227.031250 Penalty: 2345.430664
	Iteration 9Q: 3 clusters Score -155227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -155231.453125 Penalty: 2345.430664
	Iteration 10Q: 3 clusters Score -155231.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -155234.093750 Penalty: 2345.430664
	Iteration 11Q: 3 clusters Score -155234.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -155236.921875 Penalty: 2345.430664
	Iteration 12Q: 3 clusters Score -155236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -155238.953125 Penalty: 2345.430664
	Iteration 13Q: 3 clusters Score -155239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -155240.437500 Penalty: 2345.430664
	Iteration 14Q: 3 clusters Score -155240.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -155241.406250 Penalty: 2345.430664
	Iteration 15Q: 3 clusters Score -155241.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -155241.406250 Penalty: 2345.430664
	Iteration 16F: 3 clusters Score -155241.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -64421.332031 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -64421.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -63285.101562 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -63285.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -63439.605469 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -63439.61 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63480.273438 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -63480.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -63500.070312 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -63500.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -63523.046875 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -63523.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -63541.363281 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -63541.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -63552.531250 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -63552.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -63561.695312 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -63561.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -63566.101562 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -63566.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -63576.832031 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -63576.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -63579.558594 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -63579.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63582.089844 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -63582.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -63584.074219 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -63584.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -63587.031250 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -63587.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -63587.535156 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -63587.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63587.914062 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -63587.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -63587.914062 Penalty: 2075.735840
	Iteration 16F: 3 clusters Score -63587.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (87532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87532 members 
Entering Unmasked Estep 
Score: -10037074.000000 Penalty: 1849.210938
	Iteration 0F: 2 clusters Score -1.003707e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -9978756.000000 Penalty: 3698.421875
	Iteration 0F: 3 clusters Score -9978756 nChanged 41637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -10002943.000000 Penalty: 3698.421875
	Iteration 1F: 3 clusters Score -1.000294e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -10003854.000000 Penalty: 3698.421875
	Iteration 2Q: 3 clusters Score -1.000385e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -10005038.000000 Penalty: 3698.421875
	Iteration 3Q: 3 clusters Score -1.000504e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -10006553.000000 Penalty: 3698.421875
	Iteration 4Q: 3 clusters Score -1.000655e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -10008351.000000 Penalty: 3698.421875
	Iteration 5Q: 3 clusters Score -1.000835e+07 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -10010408.000000 Penalty: 3698.421875
	Iteration 6Q: 3 clusters Score -1.001041e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -10012859.000000 Penalty: 3698.421875
	Iteration 7F: 3 clusters Score -1.001286e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -10015784.000000 Penalty: 3698.421875
	Iteration 8F: 3 clusters Score -1.001578e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -10018485.000000 Penalty: 3698.421875
	Iteration 9F: 3 clusters Score -1.001848e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -10020280.000000 Penalty: 3698.421875
	Iteration 10Q: 3 clusters Score -1.002028e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47858 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -10021131.000000 Penalty: 3698.421875
	Iteration 11Q: 3 clusters Score -1.002113e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -10021467.000000 Penalty: 3698.421875
	Iteration 12Q: 3 clusters Score -1.002147e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -10021697.000000 Penalty: 3698.421875
	Iteration 13Q: 3 clusters Score -1.00217e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -10021965.000000 Penalty: 3698.421875
	Iteration 14Q: 3 clusters Score -1.002196e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -10022166.000000 Penalty: 3698.421875
	Iteration 15Q: 3 clusters Score -1.002217e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52565 members 
Mstep: Class 2 contains 34967 members 
Entering Unmasked Estep 
Score: -10022434.000000 Penalty: 3698.421875
	Iteration 16Q: 3 clusters Score -1.002243e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53700 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -10022692.000000 Penalty: 3698.421875
	Iteration 17Q: 3 clusters Score -1.002269e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54901 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -10023040.000000 Penalty: 3698.421875
	Iteration 18Q: 3 clusters Score -1.002304e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -10023399.000000 Penalty: 3698.421875
	Iteration 19Q: 3 clusters Score -1.00234e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57566 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -10023756.000000 Penalty: 3698.421875
	Iteration 20F: 3 clusters Score -1.002376e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59057 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -10024225.000000 Penalty: 3698.421875
	Iteration 21Q: 3 clusters Score -1.002422e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -10024699.000000 Penalty: 3698.421875
	Iteration 22Q: 3 clusters Score -1.00247e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62198 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -10025140.000000 Penalty: 3698.421875
	Iteration 23Q: 3 clusters Score -1.002514e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63910 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -10025686.000000 Penalty: 3698.421875
	Iteration 24Q: 3 clusters Score -1.002569e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 21923 members 
Entering Unmasked Estep 
Score: -10026273.000000 Penalty: 3698.421875
	Iteration 25Q: 3 clusters Score -1.002627e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -10026880.000000 Penalty: 3698.421875
	Iteration 26Q: 3 clusters Score -1.002688e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69104 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -10027574.000000 Penalty: 3698.421875
	Iteration 27Q: 3 clusters Score -1.002757e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70904 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -10028328.000000 Penalty: 3698.421875
	Iteration 28Q: 3 clusters Score -1.002833e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72705 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -10029088.000000 Penalty: 3698.421875
	Iteration 29Q: 3 clusters Score -1.002909e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74494 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -10029911.000000 Penalty: 3698.421875
	Iteration 30Q: 3 clusters Score -1.002991e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76196 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -10030700.000000 Penalty: 3698.421875
	Iteration 31Q: 3 clusters Score -1.00307e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77782 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -10031448.000000 Penalty: 3698.421875
	Iteration 32Q: 3 clusters Score -1.003145e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79284 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -10032160.000000 Penalty: 3698.421875
	Iteration 33Q: 3 clusters Score -1.003216e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -10032858.000000 Penalty: 3698.421875
	Iteration 34Q: 3 clusters Score -1.003286e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81797 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -10033497.000000 Penalty: 3698.421875
	Iteration 35Q: 3 clusters Score -1.00335e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82812 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -10034036.000000 Penalty: 3698.421875
	Iteration 36Q: 3 clusters Score -1.003404e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83642 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -10034471.000000 Penalty: 3698.421875
	Iteration 37Q: 3 clusters Score -1.003447e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -10034779.000000 Penalty: 3698.421875
	Iteration 38Q: 3 clusters Score -1.003478e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84747 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -10034996.000000 Penalty: 3698.421875
	Iteration 39Q: 3 clusters Score -1.0035e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85112 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -10035289.000000 Penalty: 3698.421875
	Iteration 40F: 3 clusters Score -1.003529e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85482 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10035505.000000 Penalty: 3698.421875
	Iteration 41Q: 3 clusters Score -1.00355e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85767 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -10035633.000000 Penalty: 3698.421875
	Iteration 42Q: 3 clusters Score -1.003563e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85947 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -10035729.000000 Penalty: 3698.421875
	Iteration 43Q: 3 clusters Score -1.003573e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86059 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10035805.000000 Penalty: 3698.421875
	Iteration 44Q: 3 clusters Score -1.00358e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -10035829.000000 Penalty: 3698.421875
	Iteration 45Q: 3 clusters Score -1.003583e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86201 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -10035875.000000 Penalty: 3698.421875
	Iteration 46Q: 3 clusters Score -1.003588e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86257 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -10035913.000000 Penalty: 3698.421875
	Iteration 47Q: 3 clusters Score -1.003591e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86316 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -10035944.000000 Penalty: 3698.421875
	Iteration 48Q: 3 clusters Score -1.003594e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86362 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -10035973.000000 Penalty: 3698.421875
	Iteration 49Q: 3 clusters Score -1.003597e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86395 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10036015.000000 Penalty: 3698.421875
	Iteration 50Q: 3 clusters Score -1.003602e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86423 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -10036038.000000 Penalty: 3698.421875
	Iteration 51Q: 3 clusters Score -1.003604e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86451 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -10036064.000000 Penalty: 3698.421875
	Iteration 52Q: 3 clusters Score -1.003606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -10036073.000000 Penalty: 3698.421875
	Iteration 53Q: 3 clusters Score -1.003607e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86479 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -10036081.000000 Penalty: 3698.421875
	Iteration 54Q: 3 clusters Score -1.003608e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86494 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -10036078.000000 Penalty: 3698.421875
	Iteration 55Q: 3 clusters Score -1.003608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -10036089.000000 Penalty: 3698.421875
	Iteration 56Q: 3 clusters Score -1.003609e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86516 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -10036096.000000 Penalty: 3698.421875
	Iteration 57Q: 3 clusters Score -1.00361e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86527 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -10036123.000000 Penalty: 3698.421875
	Iteration 58Q: 3 clusters Score -1.003612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86540 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -10036142.000000 Penalty: 3698.421875
	Iteration 59Q: 3 clusters Score -1.003614e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86552 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -10036153.000000 Penalty: 3698.421875
	Iteration 60F: 3 clusters Score -1.003615e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86564 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10036164.000000 Penalty: 3698.421875
	Iteration 61Q: 3 clusters Score -1.003616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86572 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10036164.000000 Penalty: 3698.421875
	Iteration 62Q: 3 clusters Score -1.003616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10036169.000000 Penalty: 3698.421875
	Iteration 63Q: 3 clusters Score -1.003617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86571 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10036167.000000 Penalty: 3698.421875
	Iteration 64Q: 3 clusters Score -1.003617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86570 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -10036171.000000 Penalty: 3698.421875
	Iteration 65Q: 3 clusters Score -1.003617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -10036170.000000 Penalty: 3698.421875
	Iteration 66Q: 3 clusters Score -1.003617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86566 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -10036171.000000 Penalty: 3698.421875
	Iteration 67Q: 3 clusters Score -1.003617e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10036169.000000 Penalty: 3698.421875
	Iteration 68Q: 3 clusters Score -1.003617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86565 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -10036169.000000 Penalty: 3698.421875
	Iteration 69F: 3 clusters Score -1.003617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Entering Unmasked Estep 
Score: -171851.343750 Penalty: 1191.828491
	Iteration 0F: 2 clusters Score -171851.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -170056.453125 Penalty: 2383.656982
	Iteration 0F: 3 clusters Score -170056.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -170383.656250 Penalty: 2383.656982
	Iteration 1F: 3 clusters Score -170383.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -170489.156250 Penalty: 2383.656982
	Iteration 2F: 3 clusters Score -170489.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -170548.062500 Penalty: 2383.656982
	Iteration 3Q: 3 clusters Score -170548.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -170587.593750 Penalty: 2383.656982
	Iteration 4Q: 3 clusters Score -170587.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170622.750000 Penalty: 2383.656982
	Iteration 5Q: 3 clusters Score -170622.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -170647.328125 Penalty: 2383.656982
	Iteration 6Q: 3 clusters Score -170647.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -170666.796875 Penalty: 2383.656982
	Iteration 7Q: 3 clusters Score -170666.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -170678.640625 Penalty: 2383.656982
	Iteration 8Q: 3 clusters Score -170678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -170684.640625 Penalty: 2383.656982
	Iteration 9Q: 3 clusters Score -170684.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -170687.437500 Penalty: 2383.656982
	Iteration 10Q: 3 clusters Score -170687.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -170691.296875 Penalty: 2383.656982
	Iteration 11Q: 3 clusters Score -170691.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -170695.937500 Penalty: 2383.656982
	Iteration 12Q: 3 clusters Score -170695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -170701.375000 Penalty: 2383.656982
	Iteration 13Q: 3 clusters Score -170701.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -170706.750000 Penalty: 2383.656982
	Iteration 14Q: 3 clusters Score -170706.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -170711.890625 Penalty: 2383.656982
	Iteration 15Q: 3 clusters Score -170711.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170714.203125 Penalty: 2383.656982
	Iteration 16Q: 3 clusters Score -170714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -170715.031250 Penalty: 2383.656982
	Iteration 17Q: 3 clusters Score -170715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170715.890625 Penalty: 2383.656982
	Iteration 18Q: 3 clusters Score -170715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170716.343750 Penalty: 2383.656982
	Iteration 19Q: 3 clusters Score -170716.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -170716.343750 Penalty: 2383.656982
	Iteration 20F: 3 clusters Score -170716.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Entering Unmasked Estep 
Score: -756137.187500 Penalty: 1428.171265
	Iteration 0F: 2 clusters Score -756137.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -751158.062500 Penalty: 2856.342529
	Iteration 0F: 3 clusters Score -751158.1 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -752639.312500 Penalty: 2856.342529
	Iteration 1F: 3 clusters Score -752639.3 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -752837.437500 Penalty: 2856.342529
	Iteration 2F: 3 clusters Score -752837.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -752962.750000 Penalty: 2856.342529
	Iteration 3F: 3 clusters Score -752962.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -753042.125000 Penalty: 2856.342529
	Iteration 4Q: 3 clusters Score -753042.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -753106.625000 Penalty: 2856.342529
	Iteration 5Q: 3 clusters Score -753106.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -753152.562500 Penalty: 2856.342529
	Iteration 6Q: 3 clusters Score -753152.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -753185.750000 Penalty: 2856.342529
	Iteration 7Q: 3 clusters Score -753185.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -753213.625000 Penalty: 2856.342529
	Iteration 8Q: 3 clusters Score -753213.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -753235.562500 Penalty: 2856.342529
	Iteration 9Q: 3 clusters Score -753235.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -753254.187500 Penalty: 2856.342529
	Iteration 10Q: 3 clusters Score -753254.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -753272.500000 Penalty: 2856.342529
	Iteration 11Q: 3 clusters Score -753272.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -753291.625000 Penalty: 2856.342529
	Iteration 12Q: 3 clusters Score -753291.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -753310.375000 Penalty: 2856.342529
	Iteration 13Q: 3 clusters Score -753310.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -753330.687500 Penalty: 2856.342529
	Iteration 14Q: 3 clusters Score -753330.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -753348.812500 Penalty: 2856.342529
	Iteration 15Q: 3 clusters Score -753348.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -753373.937500 Penalty: 2856.342529
	Iteration 16Q: 3 clusters Score -753373.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -753401.562500 Penalty: 2856.342529
	Iteration 17Q: 3 clusters Score -753401.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -753437.125000 Penalty: 2856.342529
	Iteration 18Q: 3 clusters Score -753437.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -753486.187500 Penalty: 2856.342529
	Iteration 19Q: 3 clusters Score -753486.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -753541.187500 Penalty: 2856.342529
	Iteration 20F: 3 clusters Score -753541.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -753585.625000 Penalty: 2856.342529
	Iteration 21Q: 3 clusters Score -753585.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -753643.812500 Penalty: 2856.342529
	Iteration 22Q: 3 clusters Score -753643.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -753704.125000 Penalty: 2856.342529
	Iteration 23Q: 3 clusters Score -753704.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -753781.562500 Penalty: 2856.342529
	Iteration 24Q: 3 clusters Score -753781.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -753862.062500 Penalty: 2856.342529
	Iteration 25Q: 3 clusters Score -753862.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -753934.000000 Penalty: 2856.342529
	Iteration 26Q: 3 clusters Score -753934 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -753999.500000 Penalty: 2856.342529
	Iteration 27Q: 3 clusters Score -753999.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -754064.062500 Penalty: 2856.342529
	Iteration 28Q: 3 clusters Score -754064.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -754141.875000 Penalty: 2856.342529
	Iteration 29Q: 3 clusters Score -754141.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -754212.375000 Penalty: 2856.342529
	Iteration 30Q: 3 clusters Score -754212.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -754273.687500 Penalty: 2856.342529
	Iteration 31Q: 3 clusters Score -754273.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -754328.312500 Penalty: 2856.342529
	Iteration 32Q: 3 clusters Score -754328.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -754377.937500 Penalty: 2856.342529
	Iteration 33Q: 3 clusters Score -754377.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -754430.250000 Penalty: 2856.342529
	Iteration 34Q: 3 clusters Score -754430.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -754476.812500 Penalty: 2856.342529
	Iteration 35Q: 3 clusters Score -754476.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -754513.312500 Penalty: 2856.342529
	Iteration 36Q: 3 clusters Score -754513.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -754551.250000 Penalty: 2856.342529
	Iteration 37Q: 3 clusters Score -754551.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -754577.000000 Penalty: 2856.342529
	Iteration 38Q: 3 clusters Score -754577 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -754596.250000 Penalty: 2856.342529
	Iteration 39Q: 3 clusters Score -754596.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -754610.312500 Penalty: 2856.342529
	Iteration 40F: 3 clusters Score -754610.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -754624.500000 Penalty: 2856.342529
	Iteration 41Q: 3 clusters Score -754624.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -754644.750000 Penalty: 2856.342529
	Iteration 42Q: 3 clusters Score -754644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -754663.250000 Penalty: 2856.342529
	Iteration 43Q: 3 clusters Score -754663.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -754680.625000 Penalty: 2856.342529
	Iteration 44Q: 3 clusters Score -754680.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -754701.062500 Penalty: 2856.342529
	Iteration 45Q: 3 clusters Score -754701.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -754721.875000 Penalty: 2856.342529
	Iteration 46Q: 3 clusters Score -754721.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -754738.375000 Penalty: 2856.342529
	Iteration 47Q: 3 clusters Score -754738.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -754751.375000 Penalty: 2856.342529
	Iteration 48Q: 3 clusters Score -754751.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -754760.625000 Penalty: 2856.342529
	Iteration 49Q: 3 clusters Score -754760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -754764.375000 Penalty: 2856.342529
	Iteration 50Q: 3 clusters Score -754764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -754770.812500 Penalty: 2856.342529
	Iteration 51Q: 3 clusters Score -754770.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -754770.937500 Penalty: 2856.342529
	Iteration 52Q: 3 clusters Score -754770.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -754771.500000 Penalty: 2856.342529
	Iteration 53Q: 3 clusters Score -754771.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -754773.375000 Penalty: 2856.342529
	Iteration 54Q: 3 clusters Score -754773.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -754773.687500 Penalty: 2856.342529
	Iteration 55Q: 3 clusters Score -754773.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -754775.875000 Penalty: 2856.342529
	Iteration 56Q: 3 clusters Score -754775.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -754779.625000 Penalty: 2856.342529
	Iteration 57Q: 3 clusters Score -754779.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -754781.250000 Penalty: 2856.342529
	Iteration 58Q: 3 clusters Score -754781.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -754783.750000 Penalty: 2856.342529
	Iteration 59Q: 3 clusters Score -754783.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -754789.062500 Penalty: 2856.342529
	Iteration 60F: 3 clusters Score -754789.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -754791.187500 Penalty: 2856.342529
	Iteration 61Q: 3 clusters Score -754791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -754792.125000 Penalty: 2856.342529
	Iteration 62Q: 3 clusters Score -754792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -754793.125000 Penalty: 2856.342529
	Iteration 63Q: 3 clusters Score -754793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -754793.125000 Penalty: 2856.342529
	Iteration 64F: 3 clusters Score -754793.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7550 members 
Mstep: Class 3 contains 6098 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 15951 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5352 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 3632 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4988 members 
Mstep: Class 20 contains 18664 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 44499 members 
Mstep: Class 25 contains 7325 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3683 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 12358 members 
Mstep: Class 36 contains 6376 members 
Mstep: Class 37 contains 3062 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87532 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137604.000000 Penalty: 87349.148438
Iteration 159Q: 43 clusters Score -4.01376e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7536 members 
Mstep: Class 3 contains 6102 members 
Mstep: Class 4 contains 2847 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6360 members 
Mstep: Class 7 contains 15946 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5347 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29011 members 
Mstep: Class 16 contains 3630 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 18657 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44498 members 
Mstep: Class 25 contains 7308 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3681 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4232 members 
Mstep: Class 35 contains 12410 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 3072 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87540 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137656.000000 Penalty: 87349.148438
Iteration 160F: 43 clusters Score -4.013766e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7525 members 
Mstep: Class 3 contains 6109 members 
Mstep: Class 4 contains 2848 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6362 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5411 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29017 members 
Mstep: Class 16 contains 3626 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 18654 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44492 members 
Mstep: Class 25 contains 7280 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4233 members 
Mstep: Class 35 contains 12445 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 3083 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87546 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137680.000000 Penalty: 87349.148438
Iteration 161Q: 43 clusters Score -4.013768e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7519 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 2850 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6363 members 
Mstep: Class 7 contains 15944 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5346 members 
Mstep: Class 10 contains 5042 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5410 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29019 members 
Mstep: Class 16 contains 3624 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 18651 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 44487 members 
Mstep: Class 25 contains 7262 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21097 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4231 members 
Mstep: Class 35 contains 12484 members 
Mstep: Class 36 contains 6372 members 
Mstep: Class 37 contains 3102 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87543 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137732.000000 Penalty: 87349.148438
Iteration 162Q: 43 clusters Score -4.013773e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7503 members 
Mstep: Class 3 contains 6112 members 
Mstep: Class 4 contains 2852 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6357 members 
Mstep: Class 7 contains 15942 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5350 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29020 members 
Mstep: Class 16 contains 3622 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4846 members 
Mstep: Class 20 contains 18648 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44486 members 
Mstep: Class 25 contains 7236 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21095 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9134 members 
Mstep: Class 34 contains 4234 members 
Mstep: Class 35 contains 12526 members 
Mstep: Class 36 contains 6374 members 
Mstep: Class 37 contains 3120 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87536 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137792.000000 Penalty: 87349.148438
Iteration 163Q: 43 clusters Score -4.013779e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7501 members 
Mstep: Class 3 contains 6110 members 
Mstep: Class 4 contains 2855 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6350 members 
Mstep: Class 7 contains 15935 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5351 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29021 members 
Mstep: Class 16 contains 3623 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4787 members 
Mstep: Class 20 contains 18644 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44488 members 
Mstep: Class 25 contains 7204 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4236 members 
Mstep: Class 35 contains 12571 members 
Mstep: Class 36 contains 6373 members 
Mstep: Class 37 contains 3138 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87544 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137868.000000 Penalty: 87349.148438
Iteration 164Q: 43 clusters Score -4.013787e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7479 members 
Mstep: Class 3 contains 6111 members 
Mstep: Class 4 contains 2856 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6347 members 
Mstep: Class 7 contains 15934 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5358 members 
Mstep: Class 10 contains 5046 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29025 members 
Mstep: Class 16 contains 3620 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4759 members 
Mstep: Class 20 contains 18638 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44485 members 
Mstep: Class 25 contains 7173 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4235 members 
Mstep: Class 35 contains 12614 members 
Mstep: Class 36 contains 6378 members 
Mstep: Class 37 contains 3164 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87533 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137964.000000 Penalty: 87349.148438
Iteration 165Q: 43 clusters Score -4.013796e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7465 members 
Mstep: Class 3 contains 6114 members 
Mstep: Class 4 contains 2859 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6339 members 
Mstep: Class 7 contains 15939 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5362 members 
Mstep: Class 10 contains 5049 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29021 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4742 members 
Mstep: Class 20 contains 18636 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 44479 members 
Mstep: Class 25 contains 7143 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21088 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9134 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 12649 members 
Mstep: Class 36 contains 6385 members 
Mstep: Class 37 contains 3183 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87521 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138032.000000 Penalty: 87349.148438
Iteration 166Q: 43 clusters Score -4.013803e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7453 members 
Mstep: Class 3 contains 6116 members 
Mstep: Class 4 contains 2860 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6337 members 
Mstep: Class 7 contains 15931 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5360 members 
Mstep: Class 10 contains 5051 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 10147 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29029 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4730 members 
Mstep: Class 20 contains 18636 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 44474 members 
Mstep: Class 25 contains 7112 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 12687 members 
Mstep: Class 36 contains 6389 members 
Mstep: Class 37 contains 3197 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87511 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138036.000000 Penalty: 87349.148438
Iteration 167Q: 43 clusters Score -4.013804e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7451 members 
Mstep: Class 3 contains 6119 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6333 members 
Mstep: Class 7 contains 15929 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5361 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 5408 members 
Mstep: Class 13 contains 10149 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29029 members 
Mstep: Class 16 contains 3619 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4703 members 
Mstep: Class 20 contains 18637 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44472 members 
Mstep: Class 25 contains 7090 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3679 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4238 members 
Mstep: Class 35 contains 12719 members 
Mstep: Class 36 contains 6389 members 
Mstep: Class 37 contains 3214 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87508 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138084.000000 Penalty: 87349.148438
Iteration 168Q: 43 clusters Score -4.013808e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7439 members 
Mstep: Class 3 contains 6121 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 15929 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10149 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29040 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4699 members 
Mstep: Class 20 contains 18641 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 44466 members 
Mstep: Class 25 contains 7066 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3678 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4240 members 
Mstep: Class 35 contains 12753 members 
Mstep: Class 36 contains 6394 members 
Mstep: Class 37 contains 3233 members 
Mstep: Class 38 contains 1360 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87496 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138000.000000 Penalty: 87349.148438
Iteration 169Q: 43 clusters Score -4.0138e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7429 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 15926 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10148 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29049 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1687 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4707 members 
Mstep: Class 20 contains 18640 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 44455 members 
Mstep: Class 25 contains 7049 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4245 members 
Mstep: Class 35 contains 12774 members 
Mstep: Class 36 contains 6397 members 
Mstep: Class 37 contains 3247 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87490 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138092.000000 Penalty: 87349.148438
Iteration 170Q: 43 clusters Score -4.013809e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7418 members 
Mstep: Class 3 contains 6123 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 15922 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5338 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29056 members 
Mstep: Class 16 contains 3618 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4710 members 
Mstep: Class 20 contains 18641 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 44452 members 
Mstep: Class 25 contains 7023 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 12795 members 
Mstep: Class 36 contains 6397 members 
Mstep: Class 37 contains 3265 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87489 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138212.000000 Penalty: 87349.148438
Iteration 171Q: 43 clusters Score -4.013821e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7402 members 
Mstep: Class 3 contains 6124 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 15921 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5330 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29057 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4713 members 
Mstep: Class 20 contains 18638 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 44445 members 
Mstep: Class 25 contains 6999 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 4247 members 
Mstep: Class 35 contains 12830 members 
Mstep: Class 36 contains 6396 members 
Mstep: Class 37 contains 3287 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87484 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138184.000000 Penalty: 87349.148438
Iteration 172Q: 43 clusters Score -4.013818e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7381 members 
Mstep: Class 3 contains 6127 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 15918 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5321 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29058 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4718 members 
Mstep: Class 20 contains 18636 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1223 members 
Mstep: Class 24 contains 44443 members 
Mstep: Class 25 contains 6965 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4249 members 
Mstep: Class 35 contains 12868 members 
Mstep: Class 36 contains 6397 members 
Mstep: Class 37 contains 3310 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87479 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138248.000000 Penalty: 87349.148438
Iteration 173Q: 43 clusters Score -4.013825e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7367 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 15922 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5313 members 
Mstep: Class 10 contains 5060 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29064 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4729 members 
Mstep: Class 20 contains 18635 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44440 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4253 members 
Mstep: Class 35 contains 12891 members 
Mstep: Class 36 contains 6399 members 
Mstep: Class 37 contains 3330 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87477 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138280.000000 Penalty: 87349.148438
Iteration 174Q: 43 clusters Score -4.013828e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7357 members 
Mstep: Class 3 contains 6131 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 15924 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5310 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10146 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29067 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1688 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4745 members 
Mstep: Class 20 contains 18632 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44437 members 
Mstep: Class 25 contains 6887 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 4259 members 
Mstep: Class 35 contains 12904 members 
Mstep: Class 36 contains 6399 members 
Mstep: Class 37 contains 3343 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87471 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138264.000000 Penalty: 87349.148438
Iteration 175Q: 43 clusters Score -4.013826e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7357 members 
Mstep: Class 3 contains 6132 members 
Mstep: Class 4 contains 2862 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 15929 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5307 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29075 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4750 members 
Mstep: Class 20 contains 18629 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44430 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3671 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 4263 members 
Mstep: Class 35 contains 12920 members 
Mstep: Class 36 contains 6398 members 
Mstep: Class 37 contains 3360 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87464 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138240.000000 Penalty: 87349.148438
Iteration 176Q: 43 clusters Score -4.013824e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7356 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 15932 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5305 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29079 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4751 members 
Mstep: Class 20 contains 18628 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44420 members 
Mstep: Class 25 contains 6809 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4270 members 
Mstep: Class 35 contains 12935 members 
Mstep: Class 36 contains 6398 members 
Mstep: Class 37 contains 3377 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87468 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138240.000000 Penalty: 87349.148438
Iteration 177Q: 43 clusters Score -4.013824e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7348 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 15938 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5300 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29082 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4764 members 
Mstep: Class 20 contains 18624 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44413 members 
Mstep: Class 25 contains 6773 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 4270 members 
Mstep: Class 35 contains 12951 members 
Mstep: Class 36 contains 6398 members 
Mstep: Class 37 contains 3403 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87463 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138312.000000 Penalty: 87349.148438
Iteration 178Q: 43 clusters Score -4.013831e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 15943 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29086 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4768 members 
Mstep: Class 20 contains 18622 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44408 members 
Mstep: Class 25 contains 6740 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21088 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4271 members 
Mstep: Class 35 contains 12970 members 
Mstep: Class 36 contains 6401 members 
Mstep: Class 37 contains 3427 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87455 members 
Mstep: Class 41 contains 1532 members 
Mstep: Class 42 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138284.000000 Penalty: 87349.148438
Iteration 179Q: 43 clusters Score -4.013828e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7331 members 
Mstep: Class 3 contains 6134 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 5066 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29087 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4774 members 
Mstep: Class 20 contains 18620 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44403 members 
Mstep: Class 25 contains 6722 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21088 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4271 members 
Mstep: Class 35 contains 12995 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3442 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87446 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138260.000000 Penalty: 87349.148438
Iteration 180F: 43 clusters Score -4.013826e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7317 members 
Mstep: Class 3 contains 6135 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5267 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29090 members 
Mstep: Class 16 contains 3615 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4782 members 
Mstep: Class 20 contains 18617 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44407 members 
Mstep: Class 25 contains 6702 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4275 members 
Mstep: Class 35 contains 13021 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3455 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87438 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138216.000000 Penalty: 87349.148438
Iteration 181Q: 43 clusters Score -4.013822e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7293 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 15947 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5261 members 
Mstep: Class 10 contains 5069 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 5406 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29098 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4797 members 
Mstep: Class 20 contains 18617 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 44408 members 
Mstep: Class 25 contains 6671 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4278 members 
Mstep: Class 35 contains 13041 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3469 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87433 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138288.000000 Penalty: 87349.148438
Iteration 182Q: 43 clusters Score -4.013829e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7267 members 
Mstep: Class 3 contains 6143 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 15950 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5254 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 2260 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29107 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4800 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44410 members 
Mstep: Class 25 contains 6648 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3674 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4277 members 
Mstep: Class 35 contains 13049 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3496 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87432 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138336.000000 Penalty: 87349.148438
Iteration 183Q: 43 clusters Score -4.013834e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7246 members 
Mstep: Class 3 contains 6148 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 15953 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4807 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44411 members 
Mstep: Class 25 contains 6621 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3673 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4277 members 
Mstep: Class 35 contains 13065 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3518 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87428 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138340.000000 Penalty: 87349.148438
Iteration 184Q: 43 clusters Score -4.013834e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 2863 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 15954 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29118 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4823 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44413 members 
Mstep: Class 25 contains 6595 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3672 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4279 members 
Mstep: Class 35 contains 13082 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3538 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87420 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138296.000000 Penalty: 87349.148438
Iteration 185Q: 43 clusters Score -4.01383e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7208 members 
Mstep: Class 3 contains 6150 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 15956 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4842 members 
Mstep: Class 20 contains 18616 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44413 members 
Mstep: Class 25 contains 6557 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3670 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4279 members 
Mstep: Class 35 contains 13093 members 
Mstep: Class 36 contains 6402 members 
Mstep: Class 37 contains 3561 members 
Mstep: Class 38 contains 1361 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87420 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138416.000000 Penalty: 87349.148438
Iteration 186Q: 43 clusters Score -4.013842e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7196 members 
Mstep: Class 3 contains 6150 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 15962 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5243 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29121 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4866 members 
Mstep: Class 20 contains 18615 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44415 members 
Mstep: Class 25 contains 6506 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3669 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4283 members 
Mstep: Class 35 contains 13102 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 3593 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87419 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138484.000000 Penalty: 87349.148438
Iteration 187Q: 43 clusters Score -4.013848e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7186 members 
Mstep: Class 3 contains 6152 members 
Mstep: Class 4 contains 2867 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 15965 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5245 members 
Mstep: Class 10 contains 5074 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29125 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4880 members 
Mstep: Class 20 contains 18612 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44413 members 
Mstep: Class 25 contains 6462 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4286 members 
Mstep: Class 35 contains 13103 members 
Mstep: Class 36 contains 6401 members 
Mstep: Class 37 contains 3623 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87422 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138416.000000 Penalty: 87349.148438
Iteration 188Q: 43 clusters Score -4.013842e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7175 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6306 members 
Mstep: Class 7 contains 15966 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5250 members 
Mstep: Class 10 contains 5078 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29130 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4887 members 
Mstep: Class 20 contains 18610 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44413 members 
Mstep: Class 25 contains 6409 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4293 members 
Mstep: Class 35 contains 13109 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 3658 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87417 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138412.000000 Penalty: 87349.148438
Iteration 189Q: 43 clusters Score -4.013841e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7157 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 2865 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 15970 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5257 members 
Mstep: Class 10 contains 5081 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4915 members 
Mstep: Class 20 contains 18606 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44404 members 
Mstep: Class 25 contains 6351 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4299 members 
Mstep: Class 35 contains 13117 members 
Mstep: Class 36 contains 6400 members 
Mstep: Class 37 contains 3697 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87407 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138424.000000 Penalty: 87349.148438
Iteration 190Q: 43 clusters Score -4.013842e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7142 members 
Mstep: Class 3 contains 6154 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6316 members 
Mstep: Class 7 contains 15970 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5266 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10145 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29136 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4934 members 
Mstep: Class 20 contains 18604 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44398 members 
Mstep: Class 25 contains 6307 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4298 members 
Mstep: Class 35 contains 13119 members 
Mstep: Class 36 contains 6402 members 
Mstep: Class 37 contains 3726 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87400 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138432.000000 Penalty: 87349.148438
Iteration 191Q: 43 clusters Score -4.013843e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7128 members 
Mstep: Class 3 contains 6158 members 
Mstep: Class 4 contains 2866 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 15974 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5270 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29135 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4952 members 
Mstep: Class 20 contains 18601 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44394 members 
Mstep: Class 25 contains 6261 members 
Mstep: Class 26 contains 3521 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 4304 members 
Mstep: Class 35 contains 13126 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3748 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87405 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138412.000000 Penalty: 87349.148438
Iteration 192Q: 43 clusters Score -4.013841e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7114 members 
Mstep: Class 3 contains 6160 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 15977 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5278 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 2259 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10144 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 18596 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44393 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 3519 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 901 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9128 members 
Mstep: Class 34 contains 4307 members 
Mstep: Class 35 contains 13136 members 
Mstep: Class 36 contains 6401 members 
Mstep: Class 37 contains 3775 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87398 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138504.000000 Penalty: 87349.148438
Iteration 193Q: 43 clusters Score -4.01385e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7098 members 
Mstep: Class 3 contains 6166 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6324 members 
Mstep: Class 7 contains 15982 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 2258 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10143 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29129 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4967 members 
Mstep: Class 20 contains 18593 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44396 members 
Mstep: Class 25 contains 6194 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9129 members 
Mstep: Class 34 contains 4309 members 
Mstep: Class 35 contains 13145 members 
Mstep: Class 36 contains 6401 members 
Mstep: Class 37 contains 3807 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87392 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138540.000000 Penalty: 87349.148438
Iteration 194Q: 43 clusters Score -4.013854e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 6172 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 15989 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 10 contains 5083 members 
Mstep: Class 11 contains 2257 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10143 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4966 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44394 members 
Mstep: Class 25 contains 6150 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9130 members 
Mstep: Class 34 contains 4315 members 
Mstep: Class 35 contains 13151 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3841 members 
Mstep: Class 38 contains 1362 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87386 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138640.000000 Penalty: 87349.148438
Iteration 195Q: 43 clusters Score -4.013864e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7064 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 2861 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6327 members 
Mstep: Class 7 contains 15996 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 10 contains 5082 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10143 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4976 members 
Mstep: Class 20 contains 18588 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5880 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44392 members 
Mstep: Class 25 contains 6104 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9131 members 
Mstep: Class 34 contains 4318 members 
Mstep: Class 35 contains 13159 members 
Mstep: Class 36 contains 6403 members 
Mstep: Class 37 contains 3877 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87388 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138684.000000 Penalty: 87349.148438
Iteration 196Q: 43 clusters Score -4.013868e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7055 members 
Mstep: Class 3 contains 6182 members 
Mstep: Class 4 contains 2864 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6321 members 
Mstep: Class 7 contains 15999 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5288 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 2256 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10142 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29133 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 4992 members 
Mstep: Class 20 contains 18582 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44389 members 
Mstep: Class 25 contains 6063 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2737 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4319 members 
Mstep: Class 35 contains 13167 members 
Mstep: Class 36 contains 6402 members 
Mstep: Class 37 contains 3906 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87388 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138700.000000 Penalty: 87349.148438
Iteration 197Q: 43 clusters Score -4.01387e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7044 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 2869 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6319 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5292 members 
Mstep: Class 10 contains 5080 members 
Mstep: Class 11 contains 2255 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1692 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5010 members 
Mstep: Class 20 contains 18578 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5882 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44384 members 
Mstep: Class 25 contains 6026 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 13174 members 
Mstep: Class 36 contains 6402 members 
Mstep: Class 37 contains 3927 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87382 members 
Mstep: Class 41 contains 1531 members 
Mstep: Class 42 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138724.000000 Penalty: 87349.148438
Iteration 198Q: 43 clusters Score -4.013872e+07 nChanged 91
Entering ConstructFrom: 
Score: -40138724.000000 Penalty: 87349.148438
Entering ConstructFrom: 
Trying to split cluster 1 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -57010.011719 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -57010.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -55898.621094 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -55898.62 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -56612.503906 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -56612.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57016.406250 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -57016.41 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -57231.691406 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -57231.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57356.574219 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -57356.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -57443.445312 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -57443.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -57482.027344 Penalty: 2101.497070
	Iteration 6Q: 3 clusters Score -57482.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -57497.648438 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -57497.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -57524.644531 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -57524.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -57533.472656 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -57533.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -57541.203125 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -57541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -57548.320312 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -57548.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57561.253906 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -57561.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -57564.910156 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -57564.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -57576.226562 Penalty: 2101.497070
	Iteration 14Q: 3 clusters Score -57576.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -57590.777344 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -57590.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -57608.425781 Penalty: 2101.497070
	Iteration 16Q: 3 clusters Score -57608.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -57620.296875 Penalty: 2101.497070
	Iteration 17Q: 3 clusters Score -57620.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -57625.992188 Penalty: 2101.497070
	Iteration 18Q: 3 clusters Score -57625.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -57630.746094 Penalty: 2101.497070
	Iteration 19Q: 3 clusters Score -57630.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -57640.382812 Penalty: 2101.497070
	Iteration 20F: 3 clusters Score -57640.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -57650.839844 Penalty: 2101.497070
	Iteration 21Q: 3 clusters Score -57650.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57663.726562 Penalty: 2101.497070
	Iteration 22Q: 3 clusters Score -57663.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -57679.273438 Penalty: 2101.497070
	Iteration 23Q: 3 clusters Score -57679.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57681.894531 Penalty: 2101.497070
	Iteration 24Q: 3 clusters Score -57681.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -57681.894531 Penalty: 2101.497070
	Iteration 25F: 3 clusters Score -57681.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29133 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44380 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 13178 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3944 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87381 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6723 members 
Mstep: Class 43 contains 393 members 
Entering Unmasked Estep 
Score: -40138380.000000 Penalty: 89428.890625
Splitting cluster 1 changes total score from -40138724.000000 to -40138380.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (7034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Entering Unmasked Estep 
Score: -786612.000000 Penalty: 1439.508057
	Iteration 0F: 2 clusters Score -786612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -781435.500000 Penalty: 2879.016113
	Iteration 0F: 3 clusters Score -781435.5 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -783155.062500 Penalty: 2879.016113
	Iteration 1F: 3 clusters Score -783155.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -783558.187500 Penalty: 2879.016113
	Iteration 2F: 3 clusters Score -783558.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -783894.812500 Penalty: 2879.016113
	Iteration 3F: 3 clusters Score -783894.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -784189.312500 Penalty: 2879.016113
	Iteration 4F: 3 clusters Score -784189.3 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -784473.750000 Penalty: 2879.016113
	Iteration 5F: 3 clusters Score -784473.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -784732.812500 Penalty: 2879.016113
	Iteration 6F: 3 clusters Score -784732.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -784984.562500 Penalty: 2879.016113
	Iteration 7Q: 3 clusters Score -784984.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -785266.187500 Penalty: 2879.016113
	Iteration 8Q: 3 clusters Score -785266.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -785531.937500 Penalty: 2879.016113
	Iteration 9Q: 3 clusters Score -785531.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -785829.187500 Penalty: 2879.016113
	Iteration 10Q: 3 clusters Score -785829.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -786137.187500 Penalty: 2879.016113
	Iteration 11Q: 3 clusters Score -786137.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -786339.312500 Penalty: 2879.016113
	Iteration 12Q: 3 clusters Score -786339.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -786427.375000 Penalty: 2879.016113
	Iteration 13Q: 3 clusters Score -786427.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -786462.437500 Penalty: 2879.016113
	Iteration 14Q: 3 clusters Score -786462.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -786483.687500 Penalty: 2879.016113
	Iteration 15Q: 3 clusters Score -786483.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -786497.625000 Penalty: 2879.016113
	Iteration 16Q: 3 clusters Score -786497.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -786502.625000 Penalty: 2879.016113
	Iteration 17Q: 3 clusters Score -786502.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -786507.312500 Penalty: 2879.016113
	Iteration 18Q: 3 clusters Score -786507.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -786507.375000 Penalty: 2879.016113
	Iteration 19Q: 3 clusters Score -786507.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -786509.937500 Penalty: 2879.016113
	Iteration 20F: 3 clusters Score -786509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -786510.375000 Penalty: 2879.016113
	Iteration 21Q: 3 clusters Score -786510.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -786512.625000 Penalty: 2879.016113
	Iteration 22Q: 3 clusters Score -786512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -786513.750000 Penalty: 2879.016113
	Iteration 23Q: 3 clusters Score -786513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -786513.375000 Penalty: 2879.016113
	Iteration 24Q: 3 clusters Score -786513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -786513.875000 Penalty: 2879.016113
	Iteration 25Q: 3 clusters Score -786513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -786514.562500 Penalty: 2879.016113
	Iteration 26Q: 3 clusters Score -786514.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -786514.562500 Penalty: 2879.016113
	Iteration 27F: 3 clusters Score -786514.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Entering Unmasked Estep 
Score: -727594.625000 Penalty: 1418.658447
	Iteration 0F: 2 clusters Score -727594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -722823.375000 Penalty: 2837.316895
	Iteration 0F: 3 clusters Score -722823.4 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -724188.750000 Penalty: 2837.316895
	Iteration 1F: 3 clusters Score -724188.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -724378.312500 Penalty: 2837.316895
	Iteration 2F: 3 clusters Score -724378.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -724533.437500 Penalty: 2837.316895
	Iteration 3F: 3 clusters Score -724533.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -724677.062500 Penalty: 2837.316895
	Iteration 4Q: 3 clusters Score -724677.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -724831.000000 Penalty: 2837.316895
	Iteration 5Q: 3 clusters Score -724831 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -724980.937500 Penalty: 2837.316895
	Iteration 6Q: 3 clusters Score -724980.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -725151.062500 Penalty: 2837.316895
	Iteration 7Q: 3 clusters Score -725151.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -725328.625000 Penalty: 2837.316895
	Iteration 8Q: 3 clusters Score -725328.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -725536.375000 Penalty: 2837.316895
	Iteration 9Q: 3 clusters Score -725536.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -725721.750000 Penalty: 2837.316895
	Iteration 10Q: 3 clusters Score -725721.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -725883.562500 Penalty: 2837.316895
	Iteration 11Q: 3 clusters Score -725883.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -726040.187500 Penalty: 2837.316895
	Iteration 12Q: 3 clusters Score -726040.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -726198.187500 Penalty: 2837.316895
	Iteration 13Q: 3 clusters Score -726198.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -726314.750000 Penalty: 2837.316895
	Iteration 14Q: 3 clusters Score -726314.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -726386.125000 Penalty: 2837.316895
	Iteration 15Q: 3 clusters Score -726386.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -726425.562500 Penalty: 2837.316895
	Iteration 16Q: 3 clusters Score -726425.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -726457.062500 Penalty: 2837.316895
	Iteration 17Q: 3 clusters Score -726457.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -726474.625000 Penalty: 2837.316895
	Iteration 18Q: 3 clusters Score -726474.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -726485.187500 Penalty: 2837.316895
	Iteration 19Q: 3 clusters Score -726485.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -726490.625000 Penalty: 2837.316895
	Iteration 20F: 3 clusters Score -726490.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -726493.750000 Penalty: 2837.316895
	Iteration 21Q: 3 clusters Score -726493.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -726495.062500 Penalty: 2837.316895
	Iteration 22Q: 3 clusters Score -726495.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -726496.437500 Penalty: 2837.316895
	Iteration 23Q: 3 clusters Score -726496.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -726498.375000 Penalty: 2837.316895
	Iteration 24Q: 3 clusters Score -726498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -726498.562500 Penalty: 2837.316895
	Iteration 25Q: 3 clusters Score -726498.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -726499.187500 Penalty: 2837.316895
	Iteration 26Q: 3 clusters Score -726499.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -726499.187500 Penalty: 2837.316895
	Iteration 27F: 3 clusters Score -726499.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Entering Unmasked Estep 
Score: -322533.687500 Penalty: 1293.949097
	Iteration 0F: 2 clusters Score -322533.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319922.625000 Penalty: 2587.898193
	Iteration 0F: 3 clusters Score -319922.6 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -320584.187500 Penalty: 2587.898193
	Iteration 1F: 3 clusters Score -320584.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -320748.000000 Penalty: 2587.898193
	Iteration 2F: 3 clusters Score -320748 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -320863.562500 Penalty: 2587.898193
	Iteration 3F: 3 clusters Score -320863.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -320943.281250 Penalty: 2587.898193
	Iteration 4Q: 3 clusters Score -320943.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -320996.281250 Penalty: 2587.898193
	Iteration 5Q: 3 clusters Score -320996.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -321057.781250 Penalty: 2587.898193
	Iteration 6Q: 3 clusters Score -321057.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -321124.781250 Penalty: 2587.898193
	Iteration 7Q: 3 clusters Score -321124.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -321184.062500 Penalty: 2587.898193
	Iteration 8Q: 3 clusters Score -321184.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -321241.750000 Penalty: 2587.898193
	Iteration 9Q: 3 clusters Score -321241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -321291.750000 Penalty: 2587.898193
	Iteration 10Q: 3 clusters Score -321291.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321336.125000 Penalty: 2587.898193
	Iteration 11Q: 3 clusters Score -321336.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321371.218750 Penalty: 2587.898193
	Iteration 12Q: 3 clusters Score -321371.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -321406.750000 Penalty: 2587.898193
	Iteration 13Q: 3 clusters Score -321406.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -321428.500000 Penalty: 2587.898193
	Iteration 14Q: 3 clusters Score -321428.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -321449.218750 Penalty: 2587.898193
	Iteration 15Q: 3 clusters Score -321449.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -321469.468750 Penalty: 2587.898193
	Iteration 16Q: 3 clusters Score -321469.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -321491.968750 Penalty: 2587.898193
	Iteration 17Q: 3 clusters Score -321492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -321507.781250 Penalty: 2587.898193
	Iteration 18Q: 3 clusters Score -321507.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -321523.218750 Penalty: 2587.898193
	Iteration 19Q: 3 clusters Score -321523.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -321538.000000 Penalty: 2587.898193
	Iteration 20F: 3 clusters Score -321538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -321554.718750 Penalty: 2587.898193
	Iteration 21Q: 3 clusters Score -321554.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -321572.156250 Penalty: 2587.898193
	Iteration 22Q: 3 clusters Score -321572.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -321593.906250 Penalty: 2587.898193
	Iteration 23Q: 3 clusters Score -321593.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -321623.937500 Penalty: 2587.898193
	Iteration 24Q: 3 clusters Score -321623.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -321663.468750 Penalty: 2587.898193
	Iteration 25Q: 3 clusters Score -321663.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -321709.906250 Penalty: 2587.898193
	Iteration 26Q: 3 clusters Score -321709.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -321751.625000 Penalty: 2587.898193
	Iteration 27Q: 3 clusters Score -321751.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321784.093750 Penalty: 2587.898193
	Iteration 28Q: 3 clusters Score -321784.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -321804.625000 Penalty: 2587.898193
	Iteration 29Q: 3 clusters Score -321804.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -321821.687500 Penalty: 2587.898193
	Iteration 30Q: 3 clusters Score -321821.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -321835.906250 Penalty: 2587.898193
	Iteration 31Q: 3 clusters Score -321835.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -321843.093750 Penalty: 2587.898193
	Iteration 32Q: 3 clusters Score -321843.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -321849.875000 Penalty: 2587.898193
	Iteration 33Q: 3 clusters Score -321849.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -321863.750000 Penalty: 2587.898193
	Iteration 34Q: 3 clusters Score -321863.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -321882.031250 Penalty: 2587.898193
	Iteration 35Q: 3 clusters Score -321882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -321896.281250 Penalty: 2587.898193
	Iteration 36Q: 3 clusters Score -321896.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -321906.125000 Penalty: 2587.898193
	Iteration 37Q: 3 clusters Score -321906.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -321914.218750 Penalty: 2587.898193
	Iteration 38Q: 3 clusters Score -321914.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -321921.531250 Penalty: 2587.898193
	Iteration 39Q: 3 clusters Score -321921.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -321928.531250 Penalty: 2587.898193
	Iteration 40F: 3 clusters Score -321928.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -321931.625000 Penalty: 2587.898193
	Iteration 41Q: 3 clusters Score -321931.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -321938.656250 Penalty: 2587.898193
	Iteration 42Q: 3 clusters Score -321938.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -321945.031250 Penalty: 2587.898193
	Iteration 43Q: 3 clusters Score -321945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -321954.062500 Penalty: 2587.898193
	Iteration 44Q: 3 clusters Score -321954.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -321967.531250 Penalty: 2587.898193
	Iteration 45Q: 3 clusters Score -321967.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -321978.625000 Penalty: 2587.898193
	Iteration 46Q: 3 clusters Score -321978.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -321983.125000 Penalty: 2587.898193
	Iteration 47Q: 3 clusters Score -321983.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -321986.562500 Penalty: 2587.898193
	Iteration 48Q: 3 clusters Score -321986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -321989.218750 Penalty: 2587.898193
	Iteration 49Q: 3 clusters Score -321989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -321992.875000 Penalty: 2587.898193
	Iteration 50Q: 3 clusters Score -321992.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -321993.437500 Penalty: 2587.898193
	Iteration 51Q: 3 clusters Score -321993.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -321993.781250 Penalty: 2587.898193
	Iteration 52Q: 3 clusters Score -321993.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -321993.812500 Penalty: 2587.898193
	Iteration 53Q: 3 clusters Score -321993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -321993.812500 Penalty: 2587.898193
	Iteration 54F: 3 clusters Score -321993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -246222.875000 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -246222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -244029.546875 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -244029.5 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -244587.187500 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -244587.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244760.875000 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -244760.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -244880.734375 Penalty: 2507.125000
	Iteration 3F: 3 clusters Score -244880.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -245043.828125 Penalty: 2507.125000
	Iteration 4F: 3 clusters Score -245043.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245257.078125 Penalty: 2507.125000
	Iteration 5F: 3 clusters Score -245257.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -245463.687500 Penalty: 2507.125000
	Iteration 6F: 3 clusters Score -245463.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -245647.515625 Penalty: 2507.125000
	Iteration 7F: 3 clusters Score -245647.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -245775.671875 Penalty: 2507.125000
	Iteration 8Q: 3 clusters Score -245775.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -245856.203125 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -245856.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -245893.375000 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -245893.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -245912.781250 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -245912.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -245928.125000 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -245928.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -245938.562500 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -245938.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -245943.796875 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -245943.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -245948.218750 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -245948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -245953.859375 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -245953.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -245958.453125 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -245958.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -245961.796875 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -245961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245964.921875 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -245964.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245964.921875 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -245964.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Entering Unmasked Estep 
Score: -653143.875000 Penalty: 1422.166016
	Iteration 0F: 2 clusters Score -653143.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -648272.875000 Penalty: 2844.332031
	Iteration 0F: 3 clusters Score -648272.9 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -649841.125000 Penalty: 2844.332031
	Iteration 1F: 3 clusters Score -649841.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -650239.812500 Penalty: 2844.332031
	Iteration 2F: 3 clusters Score -650239.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -650617.437500 Penalty: 2844.332031
	Iteration 3F: 3 clusters Score -650617.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -650994.937500 Penalty: 2844.332031
	Iteration 4F: 3 clusters Score -650994.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -651296.625000 Penalty: 2844.332031
	Iteration 5F: 3 clusters Score -651296.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -651626.625000 Penalty: 2844.332031
	Iteration 6F: 3 clusters Score -651626.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -651906.500000 Penalty: 2844.332031
	Iteration 7F: 3 clusters Score -651906.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -652111.125000 Penalty: 2844.332031
	Iteration 8Q: 3 clusters Score -652111.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -652244.875000 Penalty: 2844.332031
	Iteration 9Q: 3 clusters Score -652244.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -652331.812500 Penalty: 2844.332031
	Iteration 10Q: 3 clusters Score -652331.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -652373.125000 Penalty: 2844.332031
	Iteration 11Q: 3 clusters Score -652373.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -652398.937500 Penalty: 2844.332031
	Iteration 12Q: 3 clusters Score -652398.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -652419.312500 Penalty: 2844.332031
	Iteration 13Q: 3 clusters Score -652419.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -652430.187500 Penalty: 2844.332031
	Iteration 14Q: 3 clusters Score -652430.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -652439.312500 Penalty: 2844.332031
	Iteration 15Q: 3 clusters Score -652439.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -652449.562500 Penalty: 2844.332031
	Iteration 16Q: 3 clusters Score -652449.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -652452.437500 Penalty: 2844.332031
	Iteration 17Q: 3 clusters Score -652452.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -652461.937500 Penalty: 2844.332031
	Iteration 18Q: 3 clusters Score -652461.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -652475.500000 Penalty: 2844.332031
	Iteration 19Q: 3 clusters Score -652475.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -652485.875000 Penalty: 2844.332031
	Iteration 20F: 3 clusters Score -652485.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -652496.250000 Penalty: 2844.332031
	Iteration 21Q: 3 clusters Score -652496.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -652503.187500 Penalty: 2844.332031
	Iteration 22Q: 3 clusters Score -652503.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -652507.062500 Penalty: 2844.332031
	Iteration 23Q: 3 clusters Score -652507.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -652510.875000 Penalty: 2844.332031
	Iteration 24Q: 3 clusters Score -652510.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -652510.125000 Penalty: 2844.332031
	Iteration 25Q: 3 clusters Score -652510.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -652512.875000 Penalty: 2844.332031
	Iteration 26Q: 3 clusters Score -652512.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -652514.750000 Penalty: 2844.332031
	Iteration 27Q: 3 clusters Score -652514.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -652515.187500 Penalty: 2844.332031
	Iteration 28Q: 3 clusters Score -652515.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -652516.875000 Penalty: 2844.332031
	Iteration 29Q: 3 clusters Score -652516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -652517.062500 Penalty: 2844.332031
	Iteration 30Q: 3 clusters Score -652517.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -652519.562500 Penalty: 2844.332031
	Iteration 31Q: 3 clusters Score -652519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -652521.687500 Penalty: 2844.332031
	Iteration 32Q: 3 clusters Score -652521.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -652521.500000 Penalty: 2844.332031
	Iteration 33Q: 3 clusters Score -652521.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -652521.375000 Penalty: 2844.332031
	Iteration 34Q: 3 clusters Score -652521.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -652521.375000 Penalty: 2844.332031
	Iteration 35F: 3 clusters Score -652521.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Entering Unmasked Estep 
Score: -1834637.750000 Penalty: 1573.076172
	Iteration 0F: 2 clusters Score -1834638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1823730.375000 Penalty: 3146.152344
	Iteration 0F: 3 clusters Score -1823730 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1827564.750000 Penalty: 3146.152344
	Iteration 1F: 3 clusters Score -1827565 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1828048.125000 Penalty: 3146.152344
	Iteration 2F: 3 clusters Score -1828048 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1828579.250000 Penalty: 3146.152344
	Iteration 3F: 3 clusters Score -1828579 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -1829144.625000 Penalty: 3146.152344
	Iteration 4F: 3 clusters Score -1829145 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1829753.125000 Penalty: 3146.152344
	Iteration 5F: 3 clusters Score -1829753 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1830323.750000 Penalty: 3146.152344
	Iteration 6F: 3 clusters Score -1830324 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1830895.000000 Penalty: 3146.152344
	Iteration 7F: 3 clusters Score -1830895 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1831446.250000 Penalty: 3146.152344
	Iteration 8Q: 3 clusters Score -1831446 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -1832031.375000 Penalty: 3146.152344
	Iteration 9Q: 3 clusters Score -1832031 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1832475.375000 Penalty: 3146.152344
	Iteration 10Q: 3 clusters Score -1832475 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1832733.625000 Penalty: 3146.152344
	Iteration 11Q: 3 clusters Score -1832734 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1832891.625000 Penalty: 3146.152344
	Iteration 12Q: 3 clusters Score -1832892 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1833018.000000 Penalty: 3146.152344
	Iteration 13Q: 3 clusters Score -1833018 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1833088.500000 Penalty: 3146.152344
	Iteration 14Q: 3 clusters Score -1833088 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1833142.250000 Penalty: 3146.152344
	Iteration 15Q: 3 clusters Score -1833142 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -1833176.750000 Penalty: 3146.152344
	Iteration 16Q: 3 clusters Score -1833177 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1833202.625000 Penalty: 3146.152344
	Iteration 17Q: 3 clusters Score -1833203 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1833223.500000 Penalty: 3146.152344
	Iteration 18Q: 3 clusters Score -1833224 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1833242.500000 Penalty: 3146.152344
	Iteration 19Q: 3 clusters Score -1833242 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1833254.625000 Penalty: 3146.152344
	Iteration 20F: 3 clusters Score -1833255 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1833285.000000 Penalty: 3146.152344
	Iteration 21Q: 3 clusters Score -1833285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1833313.750000 Penalty: 3146.152344
	Iteration 22Q: 3 clusters Score -1833314 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1833326.750000 Penalty: 3146.152344
	Iteration 23Q: 3 clusters Score -1833327 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1833351.250000 Penalty: 3146.152344
	Iteration 24Q: 3 clusters Score -1833351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1833374.000000 Penalty: 3146.152344
	Iteration 25Q: 3 clusters Score -1833374 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1833396.500000 Penalty: 3146.152344
	Iteration 26Q: 3 clusters Score -1833396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1833413.125000 Penalty: 3146.152344
	Iteration 27Q: 3 clusters Score -1833413 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1833427.625000 Penalty: 3146.152344
	Iteration 28Q: 3 clusters Score -1833428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1833447.125000 Penalty: 3146.152344
	Iteration 29Q: 3 clusters Score -1833447 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1833462.625000 Penalty: 3146.152344
	Iteration 30Q: 3 clusters Score -1833463 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1833480.500000 Penalty: 3146.152344
	Iteration 31Q: 3 clusters Score -1833480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1833491.250000 Penalty: 3146.152344
	Iteration 32Q: 3 clusters Score -1833491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1833503.500000 Penalty: 3146.152344
	Iteration 33Q: 3 clusters Score -1833504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1833510.250000 Penalty: 3146.152344
	Iteration 34Q: 3 clusters Score -1833510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1833519.375000 Penalty: 3146.152344
	Iteration 35Q: 3 clusters Score -1833519 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1833527.625000 Penalty: 3146.152344
	Iteration 36Q: 3 clusters Score -1833528 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1833536.250000 Penalty: 3146.152344
	Iteration 37Q: 3 clusters Score -1833536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1833551.625000 Penalty: 3146.152344
	Iteration 38Q: 3 clusters Score -1833552 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1833561.125000 Penalty: 3146.152344
	Iteration 39Q: 3 clusters Score -1833561 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1833573.000000 Penalty: 3146.152344
	Iteration 40F: 3 clusters Score -1833573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1833577.000000 Penalty: 3146.152344
	Iteration 41Q: 3 clusters Score -1833577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1833585.250000 Penalty: 3146.152344
	Iteration 42Q: 3 clusters Score -1833585 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1833586.125000 Penalty: 3146.152344
	Iteration 43Q: 3 clusters Score -1833586 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1833587.375000 Penalty: 3146.152344
	Iteration 44Q: 3 clusters Score -1833587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1833594.875000 Penalty: 3146.152344
	Iteration 45Q: 3 clusters Score -1833595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1833604.875000 Penalty: 3146.152344
	Iteration 46Q: 3 clusters Score -1833605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1833601.625000 Penalty: 3146.152344
	Iteration 47Q: 3 clusters Score -1833602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -1833602.750000 Penalty: 3146.152344
	Iteration 48Q: 3 clusters Score -1833603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1833601.500000 Penalty: 3146.152344
	Iteration 49Q: 3 clusters Score -1833602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1833600.625000 Penalty: 3146.152344
	Iteration 50Q: 3 clusters Score -1833601 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1833601.375000 Penalty: 3146.152344
	Iteration 51Q: 3 clusters Score -1833601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -1833602.500000 Penalty: 3146.152344
	Iteration 52Q: 3 clusters Score -1833602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1833604.875000 Penalty: 3146.152344
	Iteration 53Q: 3 clusters Score -1833605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1833604.000000 Penalty: 3146.152344
	Iteration 54Q: 3 clusters Score -1833604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1833601.250000 Penalty: 3146.152344
	Iteration 55Q: 3 clusters Score -1833601 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -1833609.375000 Penalty: 3146.152344
	Iteration 56Q: 3 clusters Score -1833609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -1833608.875000 Penalty: 3146.152344
	Iteration 57Q: 3 clusters Score -1833609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -1833616.125000 Penalty: 3146.152344
	Iteration 58Q: 3 clusters Score -1833616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1833619.000000 Penalty: 3146.152344
	Iteration 59Q: 3 clusters Score -1833619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -1833620.375000 Penalty: 3146.152344
	Iteration 60F: 3 clusters Score -1833620 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1833626.625000 Penalty: 3146.152344
	Iteration 61Q: 3 clusters Score -1833627 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -1833633.125000 Penalty: 3146.152344
	Iteration 62Q: 3 clusters Score -1833633 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1833635.000000 Penalty: 3146.152344
	Iteration 63Q: 3 clusters Score -1833635 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1833638.250000 Penalty: 3146.152344
	Iteration 64Q: 3 clusters Score -1833638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1833644.125000 Penalty: 3146.152344
	Iteration 65Q: 3 clusters Score -1833644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1833654.625000 Penalty: 3146.152344
	Iteration 66Q: 3 clusters Score -1833655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1833660.750000 Penalty: 3146.152344
	Iteration 67Q: 3 clusters Score -1833661 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1833667.625000 Penalty: 3146.152344
	Iteration 68Q: 3 clusters Score -1833668 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -1833677.000000 Penalty: 3146.152344
	Iteration 69Q: 3 clusters Score -1833677 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -1833688.250000 Penalty: 3146.152344
	Iteration 70Q: 3 clusters Score -1833688 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -1833697.000000 Penalty: 3146.152344
	Iteration 71Q: 3 clusters Score -1833697 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1833708.875000 Penalty: 3146.152344
	Iteration 72Q: 3 clusters Score -1833709 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -1833726.625000 Penalty: 3146.152344
	Iteration 73Q: 3 clusters Score -1833727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1833759.500000 Penalty: 3146.152344
	Iteration 74Q: 3 clusters Score -1833760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1833784.375000 Penalty: 3146.152344
	Iteration 75Q: 3 clusters Score -1833784 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1833809.000000 Penalty: 3146.152344
	Iteration 76Q: 3 clusters Score -1833809 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1833843.875000 Penalty: 3146.152344
	Iteration 77Q: 3 clusters Score -1833844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1833869.375000 Penalty: 3146.152344
	Iteration 78Q: 3 clusters Score -1833869 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1833894.625000 Penalty: 3146.152344
	Iteration 79Q: 3 clusters Score -1833895 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -1833912.125000 Penalty: 3146.152344
	Iteration 80F: 3 clusters Score -1833912 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1833926.250000 Penalty: 3146.152344
	Iteration 81Q: 3 clusters Score -1833926 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1833938.375000 Penalty: 3146.152344
	Iteration 82Q: 3 clusters Score -1833938 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1833947.250000 Penalty: 3146.152344
	Iteration 83Q: 3 clusters Score -1833947 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1833961.625000 Penalty: 3146.152344
	Iteration 84Q: 3 clusters Score -1833962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1833960.125000 Penalty: 3146.152344
	Iteration 85Q: 3 clusters Score -1833960 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -1833969.125000 Penalty: 3146.152344
	Iteration 86Q: 3 clusters Score -1833969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1833970.750000 Penalty: 3146.152344
	Iteration 87Q: 3 clusters Score -1833971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1833971.250000 Penalty: 3146.152344
	Iteration 88Q: 3 clusters Score -1833971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1833978.500000 Penalty: 3146.152344
	Iteration 89Q: 3 clusters Score -1833978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -1833978.875000 Penalty: 3146.152344
	Iteration 90Q: 3 clusters Score -1833979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1833975.250000 Penalty: 3146.152344
	Iteration 91Q: 3 clusters Score -1833975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1833976.125000 Penalty: 3146.152344
	Iteration 92Q: 3 clusters Score -1833976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -1833977.125000 Penalty: 3146.152344
	Iteration 93Q: 3 clusters Score -1833977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -1833978.250000 Penalty: 3146.152344
	Iteration 94Q: 3 clusters Score -1833978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 12784 members 
Entering Unmasked Estep 
Score: -1833978.250000 Penalty: 3146.152344
	Iteration 95Q: 3 clusters Score -1833978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -1833978.500000 Penalty: 3146.152344
	Iteration 96Q: 3 clusters Score -1833978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1833978.875000 Penalty: 3146.152344
	Iteration 97Q: 3 clusters Score -1833979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1833978.875000 Penalty: 3146.152344
	Iteration 98F: 3 clusters Score -1833979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -166283.828125 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -166283.8 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: -164523.984375 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -164524 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -164949.468750 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -164949.5 nChanged 142
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: -165135.109375 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -165135.1 nChanged 82
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: -165229.156250 Penalty: 2381.314941
	Iteration 3F: 3 clusters Score -165229.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165302.640625 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -165302.6 nChanged 70
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: -165423.531250 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -165423.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -165551.812500 Penalty: 2381.314941
	Iteration 6F: 3 clusters Score -165551.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -165663.312500 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -165663.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -165760.562500 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -165760.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -165846.031250 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -165846 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -165890.500000 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -165890.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165922.218750 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -165922.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165950.515625 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -165950.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -165972.312500 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -165972.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -165986.578125 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -165986.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -165994.046875 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -165994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -165998.765625 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -165998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -166002.656250 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -166002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -166008.750000 Penalty: 2381.314941
	Iteration 18Q: 3 clusters Score -166008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -166009.484375 Penalty: 2381.314941
	Iteration 19Q: 3 clusters Score -166009.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -166009.984375 Penalty: 2381.314941
	Iteration 20F: 3 clusters Score -166010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Entering Unmasked Estep 
Score: -601493.687500 Penalty: 1393.328491
	Iteration 0F: 2 clusters Score -601493.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -597360.562500 Penalty: 2786.656982
	Iteration 0F: 3 clusters Score -597360.6 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -598568.062500 Penalty: 2786.656982
	Iteration 1F: 3 clusters Score -598568.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -598800.250000 Penalty: 2786.656982
	Iteration 2F: 3 clusters Score -598800.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -598997.437500 Penalty: 2786.656982
	Iteration 3F: 3 clusters Score -598997.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -599152.000000 Penalty: 2786.656982
	Iteration 4F: 3 clusters Score -599152 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -599296.437500 Penalty: 2786.656982
	Iteration 5Q: 3 clusters Score -599296.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -599432.687500 Penalty: 2786.656982
	Iteration 6Q: 3 clusters Score -599432.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -599541.437500 Penalty: 2786.656982
	Iteration 7Q: 3 clusters Score -599541.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -599656.500000 Penalty: 2786.656982
	Iteration 8Q: 3 clusters Score -599656.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -599776.437500 Penalty: 2786.656982
	Iteration 9Q: 3 clusters Score -599776.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -599885.687500 Penalty: 2786.656982
	Iteration 10Q: 3 clusters Score -599885.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -599985.500000 Penalty: 2786.656982
	Iteration 11Q: 3 clusters Score -599985.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -600061.750000 Penalty: 2786.656982
	Iteration 12Q: 3 clusters Score -600061.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -600117.687500 Penalty: 2786.656982
	Iteration 13Q: 3 clusters Score -600117.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -600157.375000 Penalty: 2786.656982
	Iteration 14Q: 3 clusters Score -600157.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -600188.187500 Penalty: 2786.656982
	Iteration 15Q: 3 clusters Score -600188.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -600210.312500 Penalty: 2786.656982
	Iteration 16Q: 3 clusters Score -600210.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -600222.000000 Penalty: 2786.656982
	Iteration 17Q: 3 clusters Score -600222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -600235.375000 Penalty: 2786.656982
	Iteration 18Q: 3 clusters Score -600235.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -600249.000000 Penalty: 2786.656982
	Iteration 19Q: 3 clusters Score -600249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -600262.062500 Penalty: 2786.656982
	Iteration 20F: 3 clusters Score -600262.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -600276.687500 Penalty: 2786.656982
	Iteration 21Q: 3 clusters Score -600276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -600282.750000 Penalty: 2786.656982
	Iteration 22Q: 3 clusters Score -600282.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -600283.187500 Penalty: 2786.656982
	Iteration 23Q: 3 clusters Score -600283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -600286.500000 Penalty: 2786.656982
	Iteration 24Q: 3 clusters Score -600286.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -600286.500000 Penalty: 2786.656982
	Iteration 25F: 3 clusters Score -600286.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Entering Unmasked Estep 
Score: -574427.562500 Penalty: 1386.495361
	Iteration 0F: 2 clusters Score -574427.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -570385.375000 Penalty: 2772.990723
	Iteration 0F: 3 clusters Score -570385.4 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -571420.687500 Penalty: 2772.990723
	Iteration 1F: 3 clusters Score -571420.7 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -571579.500000 Penalty: 2772.990723
	Iteration 2F: 3 clusters Score -571579.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -571700.812500 Penalty: 2772.990723
	Iteration 3Q: 3 clusters Score -571700.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -571807.312500 Penalty: 2772.990723
	Iteration 4Q: 3 clusters Score -571807.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -571921.000000 Penalty: 2772.990723
	Iteration 5Q: 3 clusters Score -571921 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -572040.312500 Penalty: 2772.990723
	Iteration 6Q: 3 clusters Score -572040.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -572193.375000 Penalty: 2772.990723
	Iteration 7Q: 3 clusters Score -572193.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -572354.812500 Penalty: 2772.990723
	Iteration 8Q: 3 clusters Score -572354.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -572523.812500 Penalty: 2772.990723
	Iteration 9Q: 3 clusters Score -572523.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -572676.812500 Penalty: 2772.990723
	Iteration 10Q: 3 clusters Score -572676.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -572833.187500 Penalty: 2772.990723
	Iteration 11Q: 3 clusters Score -572833.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -572943.312500 Penalty: 2772.990723
	Iteration 12Q: 3 clusters Score -572943.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -573023.875000 Penalty: 2772.990723
	Iteration 13Q: 3 clusters Score -573023.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -573086.500000 Penalty: 2772.990723
	Iteration 14Q: 3 clusters Score -573086.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -573129.812500 Penalty: 2772.990723
	Iteration 15Q: 3 clusters Score -573129.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -573167.375000 Penalty: 2772.990723
	Iteration 16Q: 3 clusters Score -573167.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -573193.000000 Penalty: 2772.990723
	Iteration 17Q: 3 clusters Score -573193 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -573212.875000 Penalty: 2772.990723
	Iteration 18Q: 3 clusters Score -573212.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -573228.937500 Penalty: 2772.990723
	Iteration 19Q: 3 clusters Score -573228.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -573239.250000 Penalty: 2772.990723
	Iteration 20F: 3 clusters Score -573239.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -573248.750000 Penalty: 2772.990723
	Iteration 21Q: 3 clusters Score -573248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -573250.812500 Penalty: 2772.990723
	Iteration 22Q: 3 clusters Score -573250.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -573253.250000 Penalty: 2772.990723
	Iteration 23Q: 3 clusters Score -573253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -573253.375000 Penalty: 2772.990723
	Iteration 24Q: 3 clusters Score -573253.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -573253.375000 Penalty: 2772.990723
	Iteration 25F: 3 clusters Score -573253.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Entering Unmasked Estep 
Score: -255335.609375 Penalty: 1254.575073
	Iteration 0F: 2 clusters Score -255335.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -253094.468750 Penalty: 2509.150146
	Iteration 0F: 3 clusters Score -253094.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -253549.734375 Penalty: 2509.150146
	Iteration 1F: 3 clusters Score -253549.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -253646.390625 Penalty: 2509.150146
	Iteration 2F: 3 clusters Score -253646.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -253718.421875 Penalty: 2509.150146
	Iteration 3F: 3 clusters Score -253718.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -253774.375000 Penalty: 2509.150146
	Iteration 4Q: 3 clusters Score -253774.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -253818.406250 Penalty: 2509.150146
	Iteration 5Q: 3 clusters Score -253818.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -253854.703125 Penalty: 2509.150146
	Iteration 6Q: 3 clusters Score -253854.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -253894.125000 Penalty: 2509.150146
	Iteration 7Q: 3 clusters Score -253894.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -253930.078125 Penalty: 2509.150146
	Iteration 8Q: 3 clusters Score -253930.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -253965.453125 Penalty: 2509.150146
	Iteration 9Q: 3 clusters Score -253965.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -253992.265625 Penalty: 2509.150146
	Iteration 10Q: 3 clusters Score -253992.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -254035.640625 Penalty: 2509.150146
	Iteration 11Q: 3 clusters Score -254035.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -254098.234375 Penalty: 2509.150146
	Iteration 12Q: 3 clusters Score -254098.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -254182.593750 Penalty: 2509.150146
	Iteration 13Q: 3 clusters Score -254182.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -254258.453125 Penalty: 2509.150146
	Iteration 14Q: 3 clusters Score -254258.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -254320.453125 Penalty: 2509.150146
	Iteration 15Q: 3 clusters Score -254320.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -254355.718750 Penalty: 2509.150146
	Iteration 16Q: 3 clusters Score -254355.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -254382.437500 Penalty: 2509.150146
	Iteration 17Q: 3 clusters Score -254382.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -254396.250000 Penalty: 2509.150146
	Iteration 18Q: 3 clusters Score -254396.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -254413.937500 Penalty: 2509.150146
	Iteration 19Q: 3 clusters Score -254413.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -254430.406250 Penalty: 2509.150146
	Iteration 20F: 3 clusters Score -254430.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -254440.453125 Penalty: 2509.150146
	Iteration 21Q: 3 clusters Score -254440.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -254449.656250 Penalty: 2509.150146
	Iteration 22Q: 3 clusters Score -254449.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -254457.812500 Penalty: 2509.150146
	Iteration 23Q: 3 clusters Score -254457.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -254464.937500 Penalty: 2509.150146
	Iteration 24Q: 3 clusters Score -254464.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -254473.531250 Penalty: 2509.150146
	Iteration 25Q: 3 clusters Score -254473.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -254479.125000 Penalty: 2509.150146
	Iteration 26Q: 3 clusters Score -254479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -254484.437500 Penalty: 2509.150146
	Iteration 27Q: 3 clusters Score -254484.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -254485.890625 Penalty: 2509.150146
	Iteration 28Q: 3 clusters Score -254485.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -254485.890625 Penalty: 2509.150146
	Iteration 29F: 3 clusters Score -254485.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -619249.812500 Penalty: 1396.700439
	Iteration 0F: 2 clusters Score -619249.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -615020.687500 Penalty: 2793.400879
	Iteration 0F: 3 clusters Score -615020.7 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -616206.500000 Penalty: 2793.400879
	Iteration 1F: 3 clusters Score -616206.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -616500.625000 Penalty: 2793.400879
	Iteration 2F: 3 clusters Score -616500.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -616714.687500 Penalty: 2793.400879
	Iteration 3F: 3 clusters Score -616714.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -616864.187500 Penalty: 2793.400879
	Iteration 4F: 3 clusters Score -616864.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -617013.375000 Penalty: 2793.400879
	Iteration 5Q: 3 clusters Score -617013.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -617170.562500 Penalty: 2793.400879
	Iteration 6F: 3 clusters Score -617170.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -617310.562500 Penalty: 2793.400879
	Iteration 7Q: 3 clusters Score -617310.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -617449.750000 Penalty: 2793.400879
	Iteration 8Q: 3 clusters Score -617449.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -617602.187500 Penalty: 2793.400879
	Iteration 9Q: 3 clusters Score -617602.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -617761.312500 Penalty: 2793.400879
	Iteration 10Q: 3 clusters Score -617761.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -617922.125000 Penalty: 2793.400879
	Iteration 11Q: 3 clusters Score -617922.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -618050.937500 Penalty: 2793.400879
	Iteration 12Q: 3 clusters Score -618050.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -618158.062500 Penalty: 2793.400879
	Iteration 13Q: 3 clusters Score -618158.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -618246.375000 Penalty: 2793.400879
	Iteration 14Q: 3 clusters Score -618246.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -618312.937500 Penalty: 2793.400879
	Iteration 15Q: 3 clusters Score -618312.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -618367.687500 Penalty: 2793.400879
	Iteration 16Q: 3 clusters Score -618367.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -618424.937500 Penalty: 2793.400879
	Iteration 17Q: 3 clusters Score -618424.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -618464.687500 Penalty: 2793.400879
	Iteration 18Q: 3 clusters Score -618464.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -618489.875000 Penalty: 2793.400879
	Iteration 19Q: 3 clusters Score -618489.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -618507.125000 Penalty: 2793.400879
	Iteration 20F: 3 clusters Score -618507.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -618520.000000 Penalty: 2793.400879
	Iteration 21Q: 3 clusters Score -618520 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -618529.875000 Penalty: 2793.400879
	Iteration 22Q: 3 clusters Score -618529.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -618542.187500 Penalty: 2793.400879
	Iteration 23Q: 3 clusters Score -618542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -618553.687500 Penalty: 2793.400879
	Iteration 24Q: 3 clusters Score -618553.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -618571.125000 Penalty: 2793.400879
	Iteration 25Q: 3 clusters Score -618571.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -618578.625000 Penalty: 2793.400879
	Iteration 26Q: 3 clusters Score -618578.6 nChanged 8
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: -618584.312500 Penalty: 2793.400879
	Iteration 27Q: 3 clusters Score -618584.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -618584.937500 Penalty: 2793.400879
	Iteration 28Q: 3 clusters Score -618584.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -618586.187500 Penalty: 2793.400879
	Iteration 29Q: 3 clusters Score -618586.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -618587.125000 Penalty: 2793.400879
	Iteration 30Q: 3 clusters Score -618587.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -618587.125000 Penalty: 2793.400879
	Iteration 31F: 3 clusters Score -618587.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -1155272.500000 Penalty: 1498.955688
	Iteration 0F: 2 clusters Score -1155272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1148143.000000 Penalty: 2997.911377
	Iteration 0F: 3 clusters Score -1148143 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1150525.375000 Penalty: 2997.911377
	Iteration 1F: 3 clusters Score -1150525 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1150769.125000 Penalty: 2997.911377
	Iteration 2F: 3 clusters Score -1150769 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1150948.750000 Penalty: 2997.911377
	Iteration 3Q: 3 clusters Score -1150949 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1151110.250000 Penalty: 2997.911377
	Iteration 4Q: 3 clusters Score -1151110 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1151278.375000 Penalty: 2997.911377
	Iteration 5Q: 3 clusters Score -1151278 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1151470.875000 Penalty: 2997.911377
	Iteration 6Q: 3 clusters Score -1151471 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1151703.250000 Penalty: 2997.911377
	Iteration 7Q: 3 clusters Score -1151703 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1152016.875000 Penalty: 2997.911377
	Iteration 8F: 3 clusters Score -1152017 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1152390.875000 Penalty: 2997.911377
	Iteration 9F: 3 clusters Score -1152391 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -1152789.000000 Penalty: 2997.911377
	Iteration 10Q: 3 clusters Score -1152789 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1153184.500000 Penalty: 2997.911377
	Iteration 11Q: 3 clusters Score -1153184 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1153558.125000 Penalty: 2997.911377
	Iteration 12Q: 3 clusters Score -1153558 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1153814.500000 Penalty: 2997.911377
	Iteration 13Q: 3 clusters Score -1153814 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1153926.000000 Penalty: 2997.911377
	Iteration 14Q: 3 clusters Score -1153926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1153974.000000 Penalty: 2997.911377
	Iteration 15Q: 3 clusters Score -1153974 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1154000.625000 Penalty: 2997.911377
	Iteration 16Q: 3 clusters Score -1154001 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1154015.500000 Penalty: 2997.911377
	Iteration 17Q: 3 clusters Score -1154016 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1154023.875000 Penalty: 2997.911377
	Iteration 18Q: 3 clusters Score -1154024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1154034.000000 Penalty: 2997.911377
	Iteration 19Q: 3 clusters Score -1154034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1154036.250000 Penalty: 2997.911377
	Iteration 20F: 3 clusters Score -1154036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1154040.000000 Penalty: 2997.911377
	Iteration 21Q: 3 clusters Score -1154040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1154046.625000 Penalty: 2997.911377
	Iteration 22Q: 3 clusters Score -1154047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1154045.500000 Penalty: 2997.911377
	Iteration 23Q: 3 clusters Score -1154046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1154045.125000 Penalty: 2997.911377
	Iteration 24Q: 3 clusters Score -1154045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -1154048.250000 Penalty: 2997.911377
	Iteration 25Q: 3 clusters Score -1154048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1154048.125000 Penalty: 2997.911377
	Iteration 26Q: 3 clusters Score -1154048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1154049.125000 Penalty: 2997.911377
	Iteration 27Q: 3 clusters Score -1154049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1154049.750000 Penalty: 2997.911377
	Iteration 28Q: 3 clusters Score -1154050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1154049.875000 Penalty: 2997.911377
	Iteration 29Q: 3 clusters Score -1154050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1154049.750000 Penalty: 2997.911377
	Iteration 30Q: 3 clusters Score -1154050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1154049.375000 Penalty: 2997.911377
	Iteration 31Q: 3 clusters Score -1154049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1154047.500000 Penalty: 2997.911377
	Iteration 32Q: 3 clusters Score -1154048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1154051.375000 Penalty: 2997.911377
	Iteration 33Q: 3 clusters Score -1154051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1154051.125000 Penalty: 2997.911377
	Iteration 34Q: 3 clusters Score -1154051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1154051.125000 Penalty: 2997.911377
	Iteration 35F: 3 clusters Score -1154051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Entering Unmasked Estep 
Score: -536537.687500 Penalty: 1371.445435
	Iteration 0F: 2 clusters Score -536537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -532832.437500 Penalty: 2742.890869
	Iteration 0F: 3 clusters Score -532832.4 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -533826.937500 Penalty: 2742.890869
	Iteration 1F: 3 clusters Score -533826.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -533977.812500 Penalty: 2742.890869
	Iteration 2F: 3 clusters Score -533977.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -534059.125000 Penalty: 2742.890869
	Iteration 3Q: 3 clusters Score -534059.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -534117.187500 Penalty: 2742.890869
	Iteration 4Q: 3 clusters Score -534117.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -534153.312500 Penalty: 2742.890869
	Iteration 5Q: 3 clusters Score -534153.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -534180.250000 Penalty: 2742.890869
	Iteration 6Q: 3 clusters Score -534180.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -534199.875000 Penalty: 2742.890869
	Iteration 7Q: 3 clusters Score -534199.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -534214.125000 Penalty: 2742.890869
	Iteration 8Q: 3 clusters Score -534214.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -534226.125000 Penalty: 2742.890869
	Iteration 9Q: 3 clusters Score -534226.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -534242.750000 Penalty: 2742.890869
	Iteration 10Q: 3 clusters Score -534242.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -534261.250000 Penalty: 2742.890869
	Iteration 11Q: 3 clusters Score -534261.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -534275.375000 Penalty: 2742.890869
	Iteration 12Q: 3 clusters Score -534275.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -534294.375000 Penalty: 2742.890869
	Iteration 13Q: 3 clusters Score -534294.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534321.500000 Penalty: 2742.890869
	Iteration 14Q: 3 clusters Score -534321.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -534350.312500 Penalty: 2742.890869
	Iteration 15Q: 3 clusters Score -534350.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -534383.687500 Penalty: 2742.890869
	Iteration 16Q: 3 clusters Score -534383.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -534429.875000 Penalty: 2742.890869
	Iteration 17Q: 3 clusters Score -534429.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -534484.687500 Penalty: 2742.890869
	Iteration 18Q: 3 clusters Score -534484.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -534547.875000 Penalty: 2742.890869
	Iteration 19Q: 3 clusters Score -534547.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -534622.187500 Penalty: 2742.890869
	Iteration 20F: 3 clusters Score -534622.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -534697.437500 Penalty: 2742.890869
	Iteration 21Q: 3 clusters Score -534697.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -534782.562500 Penalty: 2742.890869
	Iteration 22Q: 3 clusters Score -534782.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -534877.687500 Penalty: 2742.890869
	Iteration 23Q: 3 clusters Score -534877.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -534962.062500 Penalty: 2742.890869
	Iteration 24Q: 3 clusters Score -534962.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -535061.125000 Penalty: 2742.890869
	Iteration 25Q: 3 clusters Score -535061.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -535140.250000 Penalty: 2742.890869
	Iteration 26Q: 3 clusters Score -535140.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -535199.937500 Penalty: 2742.890869
	Iteration 27Q: 3 clusters Score -535199.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -535252.937500 Penalty: 2742.890869
	Iteration 28Q: 3 clusters Score -535252.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -535297.562500 Penalty: 2742.890869
	Iteration 29Q: 3 clusters Score -535297.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -535340.812500 Penalty: 2742.890869
	Iteration 30Q: 3 clusters Score -535340.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -535365.687500 Penalty: 2742.890869
	Iteration 31Q: 3 clusters Score -535365.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -535391.437500 Penalty: 2742.890869
	Iteration 32Q: 3 clusters Score -535391.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -535405.062500 Penalty: 2742.890869
	Iteration 33Q: 3 clusters Score -535405.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -535414.562500 Penalty: 2742.890869
	Iteration 34Q: 3 clusters Score -535414.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -535424.750000 Penalty: 2742.890869
	Iteration 35Q: 3 clusters Score -535424.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -535432.812500 Penalty: 2742.890869
	Iteration 36Q: 3 clusters Score -535432.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -535438.437500 Penalty: 2742.890869
	Iteration 37Q: 3 clusters Score -535438.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -535442.875000 Penalty: 2742.890869
	Iteration 38Q: 3 clusters Score -535442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -535449.062500 Penalty: 2742.890869
	Iteration 39Q: 3 clusters Score -535449.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -535451.250000 Penalty: 2742.890869
	Iteration 40F: 3 clusters Score -535451.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -535453.125000 Penalty: 2742.890869
	Iteration 41Q: 3 clusters Score -535453.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -535454.187500 Penalty: 2742.890869
	Iteration 42Q: 3 clusters Score -535454.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -535454.187500 Penalty: 2742.890869
	Iteration 43F: 3 clusters Score -535454.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Entering Unmasked Estep 
Score: -3350150.750000 Penalty: 1670.439331
	Iteration 0F: 2 clusters Score -3350151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3330341.000000 Penalty: 3340.878662
	Iteration 0F: 3 clusters Score -3330341 nChanged 13573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3338049.000000 Penalty: 3340.878662
	Iteration 1F: 3 clusters Score -3338049 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -3338696.000000 Penalty: 3340.878662
	Iteration 2F: 3 clusters Score -3338696 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -3339667.750000 Penalty: 3340.878662
	Iteration 3F: 3 clusters Score -3339668 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3341100.750000 Penalty: 3340.878662
	Iteration 4F: 3 clusters Score -3341101 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3342633.500000 Penalty: 3340.878662
	Iteration 5F: 3 clusters Score -3342634 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3344248.250000 Penalty: 3340.878662
	Iteration 6F: 3 clusters Score -3344248 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -3345661.500000 Penalty: 3340.878662
	Iteration 7F: 3 clusters Score -3345662 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -3347017.250000 Penalty: 3340.878662
	Iteration 8Q: 3 clusters Score -3347017 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -3348355.000000 Penalty: 3340.878662
	Iteration 9Q: 3 clusters Score -3348355 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -3349296.250000 Penalty: 3340.878662
	Iteration 10Q: 3 clusters Score -3349296 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3349773.750000 Penalty: 3340.878662
	Iteration 11Q: 3 clusters Score -3349774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3349971.000000 Penalty: 3340.878662
	Iteration 12Q: 3 clusters Score -3349971 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -3350078.000000 Penalty: 3340.878662
	Iteration 13Q: 3 clusters Score -3350078 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3350120.500000 Penalty: 3340.878662
	Iteration 14Q: 3 clusters Score -3350120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3350149.250000 Penalty: 3340.878662
	Iteration 15Q: 3 clusters Score -3350149 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -3350172.250000 Penalty: 3340.878662
	Iteration 16Q: 3 clusters Score -3350172 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3350186.500000 Penalty: 3340.878662
	Iteration 17Q: 3 clusters Score -3350186 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3350195.500000 Penalty: 3340.878662
	Iteration 18Q: 3 clusters Score -3350196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -3350197.750000 Penalty: 3340.878662
	Iteration 19Q: 3 clusters Score -3350198 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26086 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3350196.750000 Penalty: 3340.878662
	Iteration 20F: 3 clusters Score -3350197 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3350199.750000 Penalty: 3340.878662
	Iteration 21Q: 3 clusters Score -3350200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26134 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3350200.000000 Penalty: 3340.878662
	Iteration 22Q: 3 clusters Score -3350200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3350202.000000 Penalty: 3340.878662
	Iteration 23Q: 3 clusters Score -3350202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3350208.000000 Penalty: 3340.878662
	Iteration 24Q: 3 clusters Score -3350208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3350206.000000 Penalty: 3340.878662
	Iteration 25Q: 3 clusters Score -3350206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -3350206.250000 Penalty: 3340.878662
	Iteration 26Q: 3 clusters Score -3350206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3350210.250000 Penalty: 3340.878662
	Iteration 27Q: 3 clusters Score -3350210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3350211.000000 Penalty: 3340.878662
	Iteration 28Q: 3 clusters Score -3350211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3350210.500000 Penalty: 3340.878662
	Iteration 29Q: 3 clusters Score -3350210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3350213.500000 Penalty: 3340.878662
	Iteration 30Q: 3 clusters Score -3350214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3350210.250000 Penalty: 3340.878662
	Iteration 31Q: 3 clusters Score -3350210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3350210.250000 Penalty: 3340.878662
	Iteration 32Q: 3 clusters Score -3350210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3350210.250000 Penalty: 3340.878662
	Iteration 33F: 3 clusters Score -3350210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 26217 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44380 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 13178 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3944 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87381 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6723 members 
Mstep: Class 43 contains 2916 members 
Entering Unmasked Estep 
Score: -40138524.000000 Penalty: 89428.890625
Splitting cluster 15 changes total score from -40138724.000000 to -40138524.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -417184.406250 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -417184.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -414095.156250 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -414095.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -414875.562500 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -414875.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -415008.406250 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -415008.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -415072.593750 Penalty: 2662.585449
	Iteration 3Q: 3 clusters Score -415072.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -415117.750000 Penalty: 2662.585449
	Iteration 4Q: 3 clusters Score -415117.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -415150.625000 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -415150.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -415171.250000 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -415171.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -415192.656250 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -415192.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -415208.250000 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -415208.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -415220.687500 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -415220.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -415232.218750 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -415232.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -415241.875000 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -415241.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -415253.468750 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -415253.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -415263.250000 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -415263.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -415276.250000 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -415276.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -415286.125000 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -415286.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -415297.281250 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -415297.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -415311.781250 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -415311.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -415325.500000 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -415325.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -415335.093750 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -415335.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -415342.125000 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -415342.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -415349.531250 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -415349.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -415356.906250 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -415356.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -415366.812500 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -415366.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -415378.312500 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -415378.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -415392.031250 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -415392 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -415407.218750 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -415407.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -415417.750000 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -415417.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -415430.281250 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -415430.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -415441.906250 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -415441.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -415459.031250 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -415459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -415476.312500 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -415476.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -415493.687500 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -415493.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -415513.062500 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -415513.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -415533.218750 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -415533.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -415549.906250 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -415549.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -415574.250000 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -415574.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -415604.468750 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -415604.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -415628.562500 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -415628.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -415664.468750 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -415664.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -415699.218750 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -415699.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -415734.625000 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -415734.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -415763.500000 Penalty: 2662.585449
	Iteration 42Q: 3 clusters Score -415763.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -415792.312500 Penalty: 2662.585449
	Iteration 43Q: 3 clusters Score -415792.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -415824.656250 Penalty: 2662.585449
	Iteration 44Q: 3 clusters Score -415824.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -415854.156250 Penalty: 2662.585449
	Iteration 45Q: 3 clusters Score -415854.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -415880.625000 Penalty: 2662.585449
	Iteration 46Q: 3 clusters Score -415880.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -415905.562500 Penalty: 2662.585449
	Iteration 47Q: 3 clusters Score -415905.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -415925.531250 Penalty: 2662.585449
	Iteration 48Q: 3 clusters Score -415925.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -415941.156250 Penalty: 2662.585449
	Iteration 49Q: 3 clusters Score -415941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -415959.531250 Penalty: 2662.585449
	Iteration 50Q: 3 clusters Score -415959.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -415975.656250 Penalty: 2662.585449
	Iteration 51Q: 3 clusters Score -415975.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -415988.187500 Penalty: 2662.585449
	Iteration 52Q: 3 clusters Score -415988.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -415995.500000 Penalty: 2662.585449
	Iteration 53Q: 3 clusters Score -415995.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -416002.531250 Penalty: 2662.585449
	Iteration 54Q: 3 clusters Score -416002.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -416008.187500 Penalty: 2662.585449
	Iteration 55Q: 3 clusters Score -416008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -416012.593750 Penalty: 2662.585449
	Iteration 56Q: 3 clusters Score -416012.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -416015.687500 Penalty: 2662.585449
	Iteration 57Q: 3 clusters Score -416015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -416017.218750 Penalty: 2662.585449
	Iteration 58Q: 3 clusters Score -416017.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -416017.218750 Penalty: 2662.585449
	Iteration 59F: 3 clusters Score -416017.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Entering Unmasked Estep 
Score: -154284.687500 Penalty: 1208.066895
	Iteration 0F: 2 clusters Score -154284.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152374.265625 Penalty: 2416.133789
	Iteration 0F: 3 clusters Score -152374.3 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -152893.781250 Penalty: 2416.133789
	Iteration 1F: 3 clusters Score -152893.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -153184.218750 Penalty: 2416.133789
	Iteration 2F: 3 clusters Score -153184.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153403.718750 Penalty: 2416.133789
	Iteration 3F: 3 clusters Score -153403.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -153631.781250 Penalty: 2416.133789
	Iteration 4F: 3 clusters Score -153631.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -153838.531250 Penalty: 2416.133789
	Iteration 5F: 3 clusters Score -153838.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -153980.515625 Penalty: 2416.133789
	Iteration 6Q: 3 clusters Score -153980.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154110.015625 Penalty: 2416.133789
	Iteration 7Q: 3 clusters Score -154110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -154197.156250 Penalty: 2416.133789
	Iteration 8Q: 3 clusters Score -154197.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -154252.843750 Penalty: 2416.133789
	Iteration 9Q: 3 clusters Score -154252.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -154281.718750 Penalty: 2416.133789
	Iteration 10Q: 3 clusters Score -154281.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154301.468750 Penalty: 2416.133789
	Iteration 11Q: 3 clusters Score -154301.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -154324.765625 Penalty: 2416.133789
	Iteration 12Q: 3 clusters Score -154324.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -154348.234375 Penalty: 2416.133789
	Iteration 13Q: 3 clusters Score -154348.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154371.390625 Penalty: 2416.133789
	Iteration 14Q: 3 clusters Score -154371.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -154388.843750 Penalty: 2416.133789
	Iteration 15Q: 3 clusters Score -154388.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -154415.531250 Penalty: 2416.133789
	Iteration 16Q: 3 clusters Score -154415.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -154435.359375 Penalty: 2416.133789
	Iteration 17Q: 3 clusters Score -154435.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -154448.343750 Penalty: 2416.133789
	Iteration 18Q: 3 clusters Score -154448.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -154453.812500 Penalty: 2416.133789
	Iteration 19Q: 3 clusters Score -154453.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -154460.968750 Penalty: 2416.133789
	Iteration 20F: 3 clusters Score -154461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -154467.578125 Penalty: 2416.133789
	Iteration 21Q: 3 clusters Score -154467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -154470.656250 Penalty: 2416.133789
	Iteration 22Q: 3 clusters Score -154470.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -154471.562500 Penalty: 2416.133789
	Iteration 23Q: 3 clusters Score -154471.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -154472.656250 Penalty: 2416.133789
	Iteration 24Q: 3 clusters Score -154472.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -154475.359375 Penalty: 2416.133789
	Iteration 25Q: 3 clusters Score -154475.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -154476.359375 Penalty: 2416.133789
	Iteration 26Q: 3 clusters Score -154476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -154476.718750 Penalty: 2416.133789
	Iteration 27Q: 3 clusters Score -154476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -154477.531250 Penalty: 2416.133789
	Iteration 28Q: 3 clusters Score -154477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -154479.093750 Penalty: 2416.133789
	Iteration 29Q: 3 clusters Score -154479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -154480.781250 Penalty: 2416.133789
	Iteration 30Q: 3 clusters Score -154480.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154481.359375 Penalty: 2416.133789
	Iteration 31Q: 3 clusters Score -154481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -154481.359375 Penalty: 2416.133789
	Iteration 32F: 3 clusters Score -154481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29133 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 839 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44380 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 13178 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3944 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87381 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6723 members 
Mstep: Class 43 contains 854 members 
Entering Unmasked Estep 
Score: -40138084.000000 Penalty: 89428.890625
Splitting cluster 17 changes total score from -40138724.000000 to -40138084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62274.339844 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62274.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61309.335938 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61309.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -61459.406250 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61459.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61488.480469 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -61488.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61492.781250 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61492.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61493.730469 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -61493.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -61493.730469 Penalty: 1927.116455
	Iteration 5F: 3 clusters Score -61493.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Entering Unmasked Estep 
Score: -565552.687500 Penalty: 1384.854370
	Iteration 0F: 2 clusters Score -565552.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -561553.187500 Penalty: 2769.708740
	Iteration 0F: 3 clusters Score -561553.2 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -562629.312500 Penalty: 2769.708740
	Iteration 1F: 3 clusters Score -562629.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -562806.750000 Penalty: 2769.708740
	Iteration 2F: 3 clusters Score -562806.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -562934.875000 Penalty: 2769.708740
	Iteration 3F: 3 clusters Score -562934.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -563044.375000 Penalty: 2769.708740
	Iteration 4Q: 3 clusters Score -563044.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -563139.437500 Penalty: 2769.708740
	Iteration 5Q: 3 clusters Score -563139.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -563228.875000 Penalty: 2769.708740
	Iteration 6Q: 3 clusters Score -563228.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -563301.187500 Penalty: 2769.708740
	Iteration 7Q: 3 clusters Score -563301.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -563383.375000 Penalty: 2769.708740
	Iteration 8Q: 3 clusters Score -563383.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -563480.687500 Penalty: 2769.708740
	Iteration 9Q: 3 clusters Score -563480.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -563581.875000 Penalty: 2769.708740
	Iteration 10Q: 3 clusters Score -563581.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -563696.937500 Penalty: 2769.708740
	Iteration 11Q: 3 clusters Score -563696.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -563820.625000 Penalty: 2769.708740
	Iteration 12Q: 3 clusters Score -563820.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -563934.375000 Penalty: 2769.708740
	Iteration 13Q: 3 clusters Score -563934.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -564028.437500 Penalty: 2769.708740
	Iteration 14Q: 3 clusters Score -564028.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -564109.062500 Penalty: 2769.708740
	Iteration 15Q: 3 clusters Score -564109.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -564196.500000 Penalty: 2769.708740
	Iteration 16Q: 3 clusters Score -564196.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -564254.375000 Penalty: 2769.708740
	Iteration 17Q: 3 clusters Score -564254.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -564295.437500 Penalty: 2769.708740
	Iteration 18Q: 3 clusters Score -564295.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -564325.937500 Penalty: 2769.708740
	Iteration 19Q: 3 clusters Score -564325.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -564361.687500 Penalty: 2769.708740
	Iteration 20F: 3 clusters Score -564361.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -564393.375000 Penalty: 2769.708740
	Iteration 21Q: 3 clusters Score -564393.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -564417.312500 Penalty: 2769.708740
	Iteration 22Q: 3 clusters Score -564417.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -564435.625000 Penalty: 2769.708740
	Iteration 23Q: 3 clusters Score -564435.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -564442.875000 Penalty: 2769.708740
	Iteration 24Q: 3 clusters Score -564442.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -564450.187500 Penalty: 2769.708740
	Iteration 25Q: 3 clusters Score -564450.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -564459.812500 Penalty: 2769.708740
	Iteration 26Q: 3 clusters Score -564459.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -564476.562500 Penalty: 2769.708740
	Iteration 27Q: 3 clusters Score -564476.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -564486.812500 Penalty: 2769.708740
	Iteration 28Q: 3 clusters Score -564486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -564491.250000 Penalty: 2769.708740
	Iteration 29Q: 3 clusters Score -564491.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -564495.687500 Penalty: 2769.708740
	Iteration 30Q: 3 clusters Score -564495.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -564502.062500 Penalty: 2769.708740
	Iteration 31Q: 3 clusters Score -564502.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -564508.750000 Penalty: 2769.708740
	Iteration 32Q: 3 clusters Score -564508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -564522.437500 Penalty: 2769.708740
	Iteration 33Q: 3 clusters Score -564522.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -564532.812500 Penalty: 2769.708740
	Iteration 34Q: 3 clusters Score -564532.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -564537.000000 Penalty: 2769.708740
	Iteration 35Q: 3 clusters Score -564537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -564543.187500 Penalty: 2769.708740
	Iteration 36Q: 3 clusters Score -564543.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -564547.312500 Penalty: 2769.708740
	Iteration 37Q: 3 clusters Score -564547.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -564553.000000 Penalty: 2769.708740
	Iteration 38Q: 3 clusters Score -564553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -564555.125000 Penalty: 2769.708740
	Iteration 39Q: 3 clusters Score -564555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -564558.750000 Penalty: 2769.708740
	Iteration 40F: 3 clusters Score -564558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -564559.625000 Penalty: 2769.708740
	Iteration 41Q: 3 clusters Score -564559.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -564559.625000 Penalty: 2769.708740
	Iteration 42F: 3 clusters Score -564559.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Entering Unmasked Estep 
Score: -2112003.250000 Penalty: 1597.349121
	Iteration 0F: 2 clusters Score -2112003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2099239.250000 Penalty: 3194.698242
	Iteration 0F: 3 clusters Score -2099239 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2103916.000000 Penalty: 3194.698242
	Iteration 1F: 3 clusters Score -2103916 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2104567.500000 Penalty: 3194.698242
	Iteration 2F: 3 clusters Score -2104568 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2105316.000000 Penalty: 3194.698242
	Iteration 3F: 3 clusters Score -2105316 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2106173.000000 Penalty: 3194.698242
	Iteration 4F: 3 clusters Score -2106173 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2107025.250000 Penalty: 3194.698242
	Iteration 5F: 3 clusters Score -2107025 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2107661.750000 Penalty: 3194.698242
	Iteration 6F: 3 clusters Score -2107662 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2108178.000000 Penalty: 3194.698242
	Iteration 7F: 3 clusters Score -2108178 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2108565.250000 Penalty: 3194.698242
	Iteration 8Q: 3 clusters Score -2108565 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -2108845.000000 Penalty: 3194.698242
	Iteration 9Q: 3 clusters Score -2108845 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2109089.750000 Penalty: 3194.698242
	Iteration 10Q: 3 clusters Score -2109090 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2109314.000000 Penalty: 3194.698242
	Iteration 11Q: 3 clusters Score -2109314 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2109525.750000 Penalty: 3194.698242
	Iteration 12Q: 3 clusters Score -2109526 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2109667.500000 Penalty: 3194.698242
	Iteration 13Q: 3 clusters Score -2109668 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2109789.000000 Penalty: 3194.698242
	Iteration 14Q: 3 clusters Score -2109789 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2109881.500000 Penalty: 3194.698242
	Iteration 15Q: 3 clusters Score -2109882 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2109967.750000 Penalty: 3194.698242
	Iteration 16Q: 3 clusters Score -2109968 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2110015.500000 Penalty: 3194.698242
	Iteration 17Q: 3 clusters Score -2110016 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2110071.000000 Penalty: 3194.698242
	Iteration 18Q: 3 clusters Score -2110071 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2110103.750000 Penalty: 3194.698242
	Iteration 19Q: 3 clusters Score -2110104 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2110139.000000 Penalty: 3194.698242
	Iteration 20F: 3 clusters Score -2110139 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2110169.000000 Penalty: 3194.698242
	Iteration 21Q: 3 clusters Score -2110169 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2110192.750000 Penalty: 3194.698242
	Iteration 22Q: 3 clusters Score -2110193 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2110215.250000 Penalty: 3194.698242
	Iteration 23Q: 3 clusters Score -2110215 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2110229.500000 Penalty: 3194.698242
	Iteration 24Q: 3 clusters Score -2110230 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2110247.250000 Penalty: 3194.698242
	Iteration 25Q: 3 clusters Score -2110247 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2110270.250000 Penalty: 3194.698242
	Iteration 26Q: 3 clusters Score -2110270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2110284.500000 Penalty: 3194.698242
	Iteration 27Q: 3 clusters Score -2110284 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2110298.000000 Penalty: 3194.698242
	Iteration 28Q: 3 clusters Score -2110298 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2110315.250000 Penalty: 3194.698242
	Iteration 29Q: 3 clusters Score -2110315 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2110337.750000 Penalty: 3194.698242
	Iteration 30Q: 3 clusters Score -2110338 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2110373.750000 Penalty: 3194.698242
	Iteration 31Q: 3 clusters Score -2110374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2110393.750000 Penalty: 3194.698242
	Iteration 32Q: 3 clusters Score -2110394 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2110419.750000 Penalty: 3194.698242
	Iteration 33Q: 3 clusters Score -2110420 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2110445.250000 Penalty: 3194.698242
	Iteration 34Q: 3 clusters Score -2110445 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2110474.500000 Penalty: 3194.698242
	Iteration 35Q: 3 clusters Score -2110474 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -2110528.000000 Penalty: 3194.698242
	Iteration 36Q: 3 clusters Score -2110528 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2110556.750000 Penalty: 3194.698242
	Iteration 37Q: 3 clusters Score -2110557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2110588.500000 Penalty: 3194.698242
	Iteration 38Q: 3 clusters Score -2110588 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2110604.750000 Penalty: 3194.698242
	Iteration 39Q: 3 clusters Score -2110605 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2110627.000000 Penalty: 3194.698242
	Iteration 40F: 3 clusters Score -2110627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2110647.250000 Penalty: 3194.698242
	Iteration 41Q: 3 clusters Score -2110647 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2110671.750000 Penalty: 3194.698242
	Iteration 42Q: 3 clusters Score -2110672 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2110695.250000 Penalty: 3194.698242
	Iteration 43Q: 3 clusters Score -2110695 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -2110715.500000 Penalty: 3194.698242
	Iteration 44Q: 3 clusters Score -2110716 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -2110732.500000 Penalty: 3194.698242
	Iteration 45Q: 3 clusters Score -2110732 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2110742.250000 Penalty: 3194.698242
	Iteration 46Q: 3 clusters Score -2110742 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2110748.000000 Penalty: 3194.698242
	Iteration 47Q: 3 clusters Score -2110748 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2110763.500000 Penalty: 3194.698242
	Iteration 48Q: 3 clusters Score -2110764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2110779.750000 Penalty: 3194.698242
	Iteration 49Q: 3 clusters Score -2110780 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2110811.750000 Penalty: 3194.698242
	Iteration 50Q: 3 clusters Score -2110812 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2110824.250000 Penalty: 3194.698242
	Iteration 51Q: 3 clusters Score -2110824 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2110839.750000 Penalty: 3194.698242
	Iteration 52Q: 3 clusters Score -2110840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -2110851.750000 Penalty: 3194.698242
	Iteration 53Q: 3 clusters Score -2110852 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2110866.750000 Penalty: 3194.698242
	Iteration 54Q: 3 clusters Score -2110867 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2110885.000000 Penalty: 3194.698242
	Iteration 55Q: 3 clusters Score -2110885 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2110903.250000 Penalty: 3194.698242
	Iteration 56Q: 3 clusters Score -2110903 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2110924.500000 Penalty: 3194.698242
	Iteration 57Q: 3 clusters Score -2110924 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -2110958.750000 Penalty: 3194.698242
	Iteration 58Q: 3 clusters Score -2110959 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -2110988.250000 Penalty: 3194.698242
	Iteration 59Q: 3 clusters Score -2110988 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -2111015.250000 Penalty: 3194.698242
	Iteration 60F: 3 clusters Score -2111015 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -2111057.250000 Penalty: 3194.698242
	Iteration 61Q: 3 clusters Score -2111057 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2111095.250000 Penalty: 3194.698242
	Iteration 62Q: 3 clusters Score -2111095 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2111135.250000 Penalty: 3194.698242
	Iteration 63Q: 3 clusters Score -2111135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2111163.250000 Penalty: 3194.698242
	Iteration 64Q: 3 clusters Score -2111163 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2111189.750000 Penalty: 3194.698242
	Iteration 65Q: 3 clusters Score -2111190 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2111222.500000 Penalty: 3194.698242
	Iteration 66Q: 3 clusters Score -2111222 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -2111259.000000 Penalty: 3194.698242
	Iteration 67Q: 3 clusters Score -2111259 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2111286.750000 Penalty: 3194.698242
	Iteration 68Q: 3 clusters Score -2111287 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -2111314.000000 Penalty: 3194.698242
	Iteration 69Q: 3 clusters Score -2111314 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2111332.750000 Penalty: 3194.698242
	Iteration 70Q: 3 clusters Score -2111333 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -2111342.500000 Penalty: 3194.698242
	Iteration 71Q: 3 clusters Score -2111342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2111359.500000 Penalty: 3194.698242
	Iteration 72Q: 3 clusters Score -2111360 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -2111386.500000 Penalty: 3194.698242
	Iteration 73Q: 3 clusters Score -2111386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -2111405.000000 Penalty: 3194.698242
	Iteration 74Q: 3 clusters Score -2111405 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2111408.750000 Penalty: 3194.698242
	Iteration 75Q: 3 clusters Score -2111409 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2111415.000000 Penalty: 3194.698242
	Iteration 76Q: 3 clusters Score -2111415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -2111417.500000 Penalty: 3194.698242
	Iteration 77Q: 3 clusters Score -2111418 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -2111422.500000 Penalty: 3194.698242
	Iteration 78Q: 3 clusters Score -2111422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2111430.500000 Penalty: 3194.698242
	Iteration 79Q: 3 clusters Score -2111430 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2111446.000000 Penalty: 3194.698242
	Iteration 80F: 3 clusters Score -2111446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2111453.750000 Penalty: 3194.698242
	Iteration 81Q: 3 clusters Score -2111454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -2111462.250000 Penalty: 3194.698242
	Iteration 82Q: 3 clusters Score -2111462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2111470.750000 Penalty: 3194.698242
	Iteration 83Q: 3 clusters Score -2111471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -2111467.500000 Penalty: 3194.698242
	Iteration 84Q: 3 clusters Score -2111468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2111475.250000 Penalty: 3194.698242
	Iteration 85Q: 3 clusters Score -2111475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2111476.750000 Penalty: 3194.698242
	Iteration 86Q: 3 clusters Score -2111477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -2111476.250000 Penalty: 3194.698242
	Iteration 87Q: 3 clusters Score -2111476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2111480.500000 Penalty: 3194.698242
	Iteration 88Q: 3 clusters Score -2111480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -2111488.000000 Penalty: 3194.698242
	Iteration 89Q: 3 clusters Score -2111488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2111493.250000 Penalty: 3194.698242
	Iteration 90Q: 3 clusters Score -2111493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -2111493.500000 Penalty: 3194.698242
	Iteration 91Q: 3 clusters Score -2111494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2111497.500000 Penalty: 3194.698242
	Iteration 92Q: 3 clusters Score -2111498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2111500.500000 Penalty: 3194.698242
	Iteration 93Q: 3 clusters Score -2111500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2111499.500000 Penalty: 3194.698242
	Iteration 94Q: 3 clusters Score -2111500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2111499.500000 Penalty: 3194.698242
	Iteration 95Q: 3 clusters Score -2111500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2111495.750000 Penalty: 3194.698242
	Iteration 96Q: 3 clusters Score -2111496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2111496.250000 Penalty: 3194.698242
	Iteration 97Q: 3 clusters Score -2111496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2111495.500000 Penalty: 3194.698242
	Iteration 98Q: 3 clusters Score -2111496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2111499.000000 Penalty: 3194.698242
	Iteration 99Q: 3 clusters Score -2111499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2111497.000000 Penalty: 3194.698242
	Iteration 100F: 3 clusters Score -2111497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2111501.250000 Penalty: 3194.698242
	Iteration 101Q: 3 clusters Score -2111501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2111503.000000 Penalty: 3194.698242
	Iteration 102Q: 3 clusters Score -2111503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2111501.750000 Penalty: 3194.698242
	Iteration 103Q: 3 clusters Score -2111502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2111501.250000 Penalty: 3194.698242
	Iteration 104Q: 3 clusters Score -2111501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2111498.250000 Penalty: 3194.698242
	Iteration 105Q: 3 clusters Score -2111498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2111499.500000 Penalty: 3194.698242
	Iteration 106Q: 3 clusters Score -2111500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2111502.000000 Penalty: 3194.698242
	Iteration 107Q: 3 clusters Score -2111502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2111501.250000 Penalty: 3194.698242
	Iteration 108Q: 3 clusters Score -2111501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2111501.000000 Penalty: 3194.698242
	Iteration 109Q: 3 clusters Score -2111501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2111501.750000 Penalty: 3194.698242
	Iteration 110Q: 3 clusters Score -2111502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2111500.500000 Penalty: 3194.698242
	Iteration 111Q: 3 clusters Score -2111500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2111499.000000 Penalty: 3194.698242
	Iteration 112Q: 3 clusters Score -2111499 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2111499.750000 Penalty: 3194.698242
	Iteration 113Q: 3 clusters Score -2111500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2111501.250000 Penalty: 3194.698242
	Iteration 114Q: 3 clusters Score -2111501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2111501.250000 Penalty: 3194.698242
	Iteration 115F: 3 clusters Score -2111501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -40535.292969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -40535.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -39478.386719 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -39478.39 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -39777.109375 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -39777.11 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -39868.929688 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -39868.93 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40031.457031 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -40031.46 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -40132.218750 Penalty: 2083.841064
	Iteration 4F: 3 clusters Score -40132.22 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -40241.375000 Penalty: 2083.841064
	Iteration 5F: 3 clusters Score -40241.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40338.496094 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -40338.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -40414.035156 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -40414.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -40458.066406 Penalty: 2083.841064
	Iteration 8Q: 3 clusters Score -40458.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -40477.039062 Penalty: 2083.841064
	Iteration 9Q: 3 clusters Score -40477.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40490.320312 Penalty: 2083.841064
	Iteration 10Q: 3 clusters Score -40490.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -40526.488281 Penalty: 2083.841064
	Iteration 11Q: 3 clusters Score -40526.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40541.359375 Penalty: 2083.841064
	Iteration 12Q: 3 clusters Score -40541.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -40541.359375 Penalty: 2083.841064
	Iteration 13F: 3 clusters Score -40541.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29133 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44380 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 13178 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3944 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87381 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6723 members 
Mstep: Class 43 contains 137 members 
Entering Unmasked Estep 
Score: -40137700.000000 Penalty: 89428.890625
Splitting cluster 21 changes total score from -40138724.000000 to -40137700.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Entering Unmasked Estep 
Score: -665027.875000 Penalty: 1410.415894
	Iteration 0F: 2 clusters Score -665027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -660516.562500 Penalty: 2820.831787
	Iteration 0F: 3 clusters Score -660516.6 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -661878.125000 Penalty: 2820.831787
	Iteration 1F: 3 clusters Score -661878.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -662200.687500 Penalty: 2820.831787
	Iteration 2F: 3 clusters Score -662200.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -662525.125000 Penalty: 2820.831787
	Iteration 3F: 3 clusters Score -662525.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -662854.250000 Penalty: 2820.831787
	Iteration 4F: 3 clusters Score -662854.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -663162.437500 Penalty: 2820.831787
	Iteration 5F: 3 clusters Score -663162.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -663365.250000 Penalty: 2820.831787
	Iteration 6F: 3 clusters Score -663365.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -663481.375000 Penalty: 2820.831787
	Iteration 7Q: 3 clusters Score -663481.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -663570.125000 Penalty: 2820.831787
	Iteration 8Q: 3 clusters Score -663570.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -663655.875000 Penalty: 2820.831787
	Iteration 9Q: 3 clusters Score -663655.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -663749.312500 Penalty: 2820.831787
	Iteration 10Q: 3 clusters Score -663749.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -663858.812500 Penalty: 2820.831787
	Iteration 11Q: 3 clusters Score -663858.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -663966.437500 Penalty: 2820.831787
	Iteration 12Q: 3 clusters Score -663966.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -664080.812500 Penalty: 2820.831787
	Iteration 13Q: 3 clusters Score -664080.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -664182.250000 Penalty: 2820.831787
	Iteration 14Q: 3 clusters Score -664182.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -664254.437500 Penalty: 2820.831787
	Iteration 15Q: 3 clusters Score -664254.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -664318.437500 Penalty: 2820.831787
	Iteration 16Q: 3 clusters Score -664318.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -664365.500000 Penalty: 2820.831787
	Iteration 17Q: 3 clusters Score -664365.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -664395.000000 Penalty: 2820.831787
	Iteration 18Q: 3 clusters Score -664395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -664408.625000 Penalty: 2820.831787
	Iteration 19Q: 3 clusters Score -664408.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -664416.812500 Penalty: 2820.831787
	Iteration 20F: 3 clusters Score -664416.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -664421.812500 Penalty: 2820.831787
	Iteration 21Q: 3 clusters Score -664421.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -664424.812500 Penalty: 2820.831787
	Iteration 22Q: 3 clusters Score -664424.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -664430.312500 Penalty: 2820.831787
	Iteration 23Q: 3 clusters Score -664430.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -664435.500000 Penalty: 2820.831787
	Iteration 24Q: 3 clusters Score -664435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -664437.750000 Penalty: 2820.831787
	Iteration 25Q: 3 clusters Score -664437.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -664440.812500 Penalty: 2820.831787
	Iteration 26Q: 3 clusters Score -664440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -664444.812500 Penalty: 2820.831787
	Iteration 27Q: 3 clusters Score -664444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -664446.500000 Penalty: 2820.831787
	Iteration 28Q: 3 clusters Score -664446.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -664448.375000 Penalty: 2820.831787
	Iteration 29Q: 3 clusters Score -664448.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -664451.125000 Penalty: 2820.831787
	Iteration 30Q: 3 clusters Score -664451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -664452.750000 Penalty: 2820.831787
	Iteration 31Q: 3 clusters Score -664452.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -664452.187500 Penalty: 2820.831787
	Iteration 32Q: 3 clusters Score -664452.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -664453.000000 Penalty: 2820.831787
	Iteration 33Q: 3 clusters Score -664453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -664452.625000 Penalty: 2820.831787
	Iteration 34Q: 3 clusters Score -664452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -664452.625000 Penalty: 2820.831787
	Iteration 35F: 3 clusters Score -664452.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Entering Unmasked Estep 
Score: -137546.000000 Penalty: 1155.620728
	Iteration 0F: 2 clusters Score -137546 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 597 members 
Entering Unmasked Estep 
Score: -135957.375000 Penalty: 2311.241455
	Iteration 0F: 3 clusters Score -135957.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136301.109375 Penalty: 2311.241455
	Iteration 1F: 3 clusters Score -136301.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -136393.687500 Penalty: 2311.241455
	Iteration 2F: 3 clusters Score -136393.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -136439.859375 Penalty: 2311.241455
	Iteration 3Q: 3 clusters Score -136439.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -136478.359375 Penalty: 2311.241455
	Iteration 4Q: 3 clusters Score -136478.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -136503.906250 Penalty: 2311.241455
	Iteration 5Q: 3 clusters Score -136503.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -136534.140625 Penalty: 2311.241455
	Iteration 6Q: 3 clusters Score -136534.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -136567.328125 Penalty: 2311.241455
	Iteration 7Q: 3 clusters Score -136567.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -136620.781250 Penalty: 2311.241455
	Iteration 8Q: 3 clusters Score -136620.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -136678.937500 Penalty: 2311.241455
	Iteration 9Q: 3 clusters Score -136678.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -136745.718750 Penalty: 2311.241455
	Iteration 10Q: 3 clusters Score -136745.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136777.203125 Penalty: 2311.241455
	Iteration 11Q: 3 clusters Score -136777.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136796.875000 Penalty: 2311.241455
	Iteration 12Q: 3 clusters Score -136796.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -136808.671875 Penalty: 2311.241455
	Iteration 13Q: 3 clusters Score -136808.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136816.859375 Penalty: 2311.241455
	Iteration 14Q: 3 clusters Score -136816.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -136827.515625 Penalty: 2311.241455
	Iteration 15Q: 3 clusters Score -136827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -136834.562500 Penalty: 2311.241455
	Iteration 16Q: 3 clusters Score -136834.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -136842.281250 Penalty: 2311.241455
	Iteration 17Q: 3 clusters Score -136842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -136845.921875 Penalty: 2311.241455
	Iteration 18Q: 3 clusters Score -136845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -136848.671875 Penalty: 2311.241455
	Iteration 19Q: 3 clusters Score -136848.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -136851.250000 Penalty: 2311.241455
	Iteration 20F: 3 clusters Score -136851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136854.406250 Penalty: 2311.241455
	Iteration 21Q: 3 clusters Score -136854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -136854.406250 Penalty: 2311.241455
	Iteration 22F: 3 clusters Score -136854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Entering Unmasked Estep 
Score: -5175062.000000 Penalty: 1738.838501
	Iteration 0F: 2 clusters Score -5175062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -5145565.500000 Penalty: 3477.677002
	Iteration 0F: 3 clusters Score -5145566 nChanged 20532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -5157404.000000 Penalty: 3477.677002
	Iteration 1F: 3 clusters Score -5157404 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -5158211.000000 Penalty: 3477.677002
	Iteration 2Q: 3 clusters Score -5158211 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -5159320.500000 Penalty: 3477.677002
	Iteration 3F: 3 clusters Score -5159320 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -5160781.500000 Penalty: 3477.677002
	Iteration 4F: 3 clusters Score -5160782 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -5162380 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -5164010.500000 Penalty: 3477.677002
	Iteration 6F: 3 clusters Score -5164010 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -5165461 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -5166666 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -5167547.500000 Penalty: 3477.677002
	Iteration 9Q: 3 clusters Score -5167548 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -5168221.500000 Penalty: 3477.677002
	Iteration 10Q: 3 clusters Score -5168222 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -5168695.500000 Penalty: 3477.677002
	Iteration 11Q: 3 clusters Score -5168696 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -5169042.000000 Penalty: 3477.677002
	Iteration 12Q: 3 clusters Score -5169042 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5169307.500000 Penalty: 3477.677002
	Iteration 13Q: 3 clusters Score -5169308 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5169561 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -5169830.500000 Penalty: 3477.677002
	Iteration 15Q: 3 clusters Score -5169830 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 26820 members 
Entering Unmasked Estep 
Score: -5170032.500000 Penalty: 3477.677002
	Iteration 16Q: 3 clusters Score -5170032 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5170212.500000 Penalty: 3477.677002
	Iteration 17Q: 3 clusters Score -5170212 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -5170358.500000 Penalty: 3477.677002
	Iteration 18Q: 3 clusters Score -5170358 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -5170493.000000 Penalty: 3477.677002
	Iteration 19Q: 3 clusters Score -5170493 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -5170617.000000 Penalty: 3477.677002
	Iteration 20F: 3 clusters Score -5170617 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5170719.000000 Penalty: 3477.677002
	Iteration 21Q: 3 clusters Score -5170719 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -5170814.000000 Penalty: 3477.677002
	Iteration 22Q: 3 clusters Score -5170814 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -5170904.500000 Penalty: 3477.677002
	Iteration 23Q: 3 clusters Score -5170904 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -5170999.500000 Penalty: 3477.677002
	Iteration 24Q: 3 clusters Score -5171000 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5171074.500000 Penalty: 3477.677002
	Iteration 25Q: 3 clusters Score -5171074 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -5171181.500000 Penalty: 3477.677002
	Iteration 26Q: 3 clusters Score -5171182 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -5171270.500000 Penalty: 3477.677002
	Iteration 27Q: 3 clusters Score -5171270 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5171381.000000 Penalty: 3477.677002
	Iteration 28Q: 3 clusters Score -5171381 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -5171485.500000 Penalty: 3477.677002
	Iteration 29Q: 3 clusters Score -5171486 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -5171646.500000 Penalty: 3477.677002
	Iteration 30Q: 3 clusters Score -5171646 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 29463 members 
Entering Unmasked Estep 
Score: -5171792.000000 Penalty: 3477.677002
	Iteration 31Q: 3 clusters Score -5171792 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -5171918.000000 Penalty: 3477.677002
	Iteration 32Q: 3 clusters Score -5171918 nChanged 392
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -5172056.000000 Penalty: 3477.677002
	Iteration 33Q: 3 clusters Score -5172056 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -5172213.000000 Penalty: 3477.677002
	Iteration 34Q: 3 clusters Score -5172213 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -5172347.000000 Penalty: 3477.677002
	Iteration 35Q: 3 clusters Score -5172347 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -5172441.500000 Penalty: 3477.677002
	Iteration 36Q: 3 clusters Score -5172442 nChanged 284
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -5172512.500000 Penalty: 3477.677002
	Iteration 37Q: 3 clusters Score -5172512 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -5172572.500000 Penalty: 3477.677002
	Iteration 38Q: 3 clusters Score -5172572 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -5172625.000000 Penalty: 3477.677002
	Iteration 39Q: 3 clusters Score -5172625 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -5172703.500000 Penalty: 3477.677002
	Iteration 40F: 3 clusters Score -5172704 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -5172744.000000 Penalty: 3477.677002
	Iteration 41Q: 3 clusters Score -5172744 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5172772 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 32634 members 
Entering Unmasked Estep 
Score: -5172806.000000 Penalty: 3477.677002
	Iteration 43Q: 3 clusters Score -5172806 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -5172845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -5172891.500000 Penalty: 3477.677002
	Iteration 45Q: 3 clusters Score -5172892 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -5172915.500000 Penalty: 3477.677002
	Iteration 46Q: 3 clusters Score -5172916 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
Score: -5172932.500000 Penalty: 3477.677002
	Iteration 47Q: 3 clusters Score -5172932 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -5172949.000000 Penalty: 3477.677002
	Iteration 48Q: 3 clusters Score -5172949 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -5172960.500000 Penalty: 3477.677002
	Iteration 49Q: 3 clusters Score -5172960 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -5172962.500000 Penalty: 3477.677002
	Iteration 50Q: 3 clusters Score -5172962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 33764 members 
Entering Unmasked Estep 
Score: -5172976.000000 Penalty: 3477.677002
	Iteration 51Q: 3 clusters Score -5172976 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -5172984.500000 Penalty: 3477.677002
	Iteration 52Q: 3 clusters Score -5172984 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -5173010.500000 Penalty: 3477.677002
	Iteration 53Q: 3 clusters Score -5173010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -5173010.500000 Penalty: 3477.677002
	Iteration 54Q: 3 clusters Score -5173010 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -5173019.000000 Penalty: 3477.677002
	Iteration 55Q: 3 clusters Score -5173019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 34189 members 
Entering Unmasked Estep 
Score: -5173012.000000 Penalty: 3477.677002
	Iteration 56Q: 3 clusters Score -5173012 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -5173014.000000 Penalty: 3477.677002
	Iteration 57Q: 3 clusters Score -5173014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -5173026.000000 Penalty: 3477.677002
	Iteration 58Q: 3 clusters Score -5173026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -5173036.500000 Penalty: 3477.677002
	Iteration 59Q: 3 clusters Score -5173036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 34498 members 
Entering Unmasked Estep 
Score: -5173037.000000 Penalty: 3477.677002
	Iteration 60F: 3 clusters Score -5173037 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -5173053.500000 Penalty: 3477.677002
	Iteration 61Q: 3 clusters Score -5173054 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -5173055.000000 Penalty: 3477.677002
	Iteration 62Q: 3 clusters Score -5173055 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -5173062.500000 Penalty: 3477.677002
	Iteration 63Q: 3 clusters Score -5173062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -5173071.500000 Penalty: 3477.677002
	Iteration 64Q: 3 clusters Score -5173072 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -5173080.000000 Penalty: 3477.677002
	Iteration 65Q: 3 clusters Score -5173080 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -5173068.000000 Penalty: 3477.677002
	Iteration 66Q: 3 clusters Score -5173068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -5173065.500000 Penalty: 3477.677002
	Iteration 67Q: 3 clusters Score -5173066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -5173071.500000 Penalty: 3477.677002
	Iteration 68Q: 3 clusters Score -5173072 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -5173068.000000 Penalty: 3477.677002
	Iteration 69Q: 3 clusters Score -5173068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -5173077.000000 Penalty: 3477.677002
	Iteration 70Q: 3 clusters Score -5173077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5173078.000000 Penalty: 3477.677002
	Iteration 71Q: 3 clusters Score -5173078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -5173079.000000 Penalty: 3477.677002
	Iteration 72Q: 3 clusters Score -5173079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -5173075.500000 Penalty: 3477.677002
	Iteration 73Q: 3 clusters Score -5173076 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -5173077.500000 Penalty: 3477.677002
	Iteration 74Q: 3 clusters Score -5173078 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -5173075.000000 Penalty: 3477.677002
	Iteration 75Q: 3 clusters Score -5173075 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -5173083.000000 Penalty: 3477.677002
	Iteration 76Q: 3 clusters Score -5173083 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -5173083.000000 Penalty: 3477.677002
	Iteration 77Q: 3 clusters Score -5173083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -5173083.500000 Penalty: 3477.677002
	Iteration 78Q: 3 clusters Score -5173084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -5173083.000000 Penalty: 3477.677002
	Iteration 79Q: 3 clusters Score -5173083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -5173082.000000 Penalty: 3477.677002
	Iteration 80F: 3 clusters Score -5173082 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -5173096.500000 Penalty: 3477.677002
	Iteration 81Q: 3 clusters Score -5173096 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -5173097.500000 Penalty: 3477.677002
	Iteration 82Q: 3 clusters Score -5173098 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -5173105.000000 Penalty: 3477.677002
	Iteration 83Q: 3 clusters Score -5173105 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 35577 members 
Entering Unmasked Estep 
Score: -5173101.500000 Penalty: 3477.677002
	Iteration 84Q: 3 clusters Score -5173102 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -5173100.000000 Penalty: 3477.677002
	Iteration 85Q: 3 clusters Score -5173100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -5173102.000000 Penalty: 3477.677002
	Iteration 86Q: 3 clusters Score -5173102 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -5173099.500000 Penalty: 3477.677002
	Iteration 87Q: 3 clusters Score -5173100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5173093.500000 Penalty: 3477.677002
	Iteration 88Q: 3 clusters Score -5173094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -5173107.000000 Penalty: 3477.677002
	Iteration 89Q: 3 clusters Score -5173107 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -5173104.500000 Penalty: 3477.677002
	Iteration 90Q: 3 clusters Score -5173104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -5173129.000000 Penalty: 3477.677002
	Iteration 91Q: 3 clusters Score -5173129 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 35913 members 
Entering Unmasked Estep 
Score: -5173129.500000 Penalty: 3477.677002
	Iteration 92Q: 3 clusters Score -5173130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
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Entering Unmasked Estep 
Score: -5173138.000000 Penalty: 3477.677002
	Iteration 93Q: 3 clusters Score -5173138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -5173151.000000 Penalty: 3477.677002
	Iteration 94Q: 3 clusters Score -5173151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -5173154.500000 Penalty: 3477.677002
	Iteration 95Q: 3 clusters Score -5173154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -5173164.000000 Penalty: 3477.677002
	Iteration 96Q: 3 clusters Score -5173164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -5173173.000000 Penalty: 3477.677002
	Iteration 97Q: 3 clusters Score -5173173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -5173167.500000 Penalty: 3477.677002
	Iteration 98Q: 3 clusters Score -5173168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5173167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -5173178.500000 Penalty: 3477.677002
	Iteration 100F: 3 clusters Score -5173178 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5173178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5173180 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5173178 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -5173178 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -5173181.000000 Penalty: 3477.677002
	Iteration 105Q: 3 clusters Score -5173181 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5173170 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5173158 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5173156 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5173160 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -5173158 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5173165 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 36495 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5173164 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5173166 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5173163 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5173158 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -5173155.500000 Penalty: 3477.677002
	Iteration 116Q: 3 clusters Score -5173156 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 36525 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5173160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -5173153.500000 Penalty: 3477.677002
	Iteration 118Q: 3 clusters Score -5173154 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5173159 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5173163 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -5173171.000000 Penalty: 3477.677002
	Iteration 121Q: 3 clusters Score -5173171 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 36568 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5173170 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5173180 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5173180 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -5173177.000000 Penalty: 3477.677002
	Iteration 125Q: 3 clusters Score -5173177 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 36608 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5173179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5173179 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5173174 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5173172 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5173174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5173177 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5173180 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -5173185.000000 Penalty: 3477.677002
	Iteration 133Q: 3 clusters Score -5173185 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5173180 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5173176 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5173178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5173178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5173180 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5173180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -5173177.500000 Penalty: 3477.677002
	Iteration 140F: 3 clusters Score -5173178 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -5173172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5173173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5173180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -5173184.500000 Penalty: 3477.677002
	Iteration 144Q: 3 clusters Score -5173184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 36867 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5173174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -5173180 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -5173176.000000 Penalty: 3477.677002
	Iteration 147Q: 3 clusters Score -5173176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -5173183.000000 Penalty: 3477.677002
	Iteration 148Q: 3 clusters Score -5173183 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -5173180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -5173186.500000 Penalty: 3477.677002
	Iteration 150Q: 3 clusters Score -5173186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -5173189.000000 Penalty: 3477.677002
	Iteration 151Q: 3 clusters Score -5173189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -5173192.000000 Penalty: 3477.677002
	Iteration 152Q: 3 clusters Score -5173192 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -5173195.000000 Penalty: 3477.677002
	Iteration 153Q: 3 clusters Score -5173195 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -5173200.500000 Penalty: 3477.677002
	Iteration 154Q: 3 clusters Score -5173200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -5173199.000000 Penalty: 3477.677002
	Iteration 155Q: 3 clusters Score -5173199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -5173198.000000 Penalty: 3477.677002
	Iteration 156Q: 3 clusters Score -5173198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -5173198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -5173203.000000 Penalty: 3477.677002
	Iteration 158Q: 3 clusters Score -5173203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -5173198.500000 Penalty: 3477.677002
	Iteration 159Q: 3 clusters Score -5173198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 37157 members 
Entering Unmasked Estep 
Score: -5173199.000000 Penalty: 3477.677002
	Iteration 160F: 3 clusters Score -5173199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -5173204.000000 Penalty: 3477.677002
	Iteration 161Q: 3 clusters Score -5173204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -5173207.000000 Penalty: 3477.677002
	Iteration 162Q: 3 clusters Score -5173207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -5173211.000000 Penalty: 3477.677002
	Iteration 163Q: 3 clusters Score -5173211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -5173208.500000 Penalty: 3477.677002
	Iteration 164Q: 3 clusters Score -5173208 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 37180 members 
Entering Unmasked Estep 
Score: -5173203.500000 Penalty: 3477.677002
	Iteration 165Q: 3 clusters Score -5173204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -5173207.500000 Penalty: 3477.677002
	Iteration 166Q: 3 clusters Score -5173208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -5173203.500000 Penalty: 3477.677002
	Iteration 167Q: 3 clusters Score -5173204 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -5173201.500000 Penalty: 3477.677002
	Iteration 168Q: 3 clusters Score -5173202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -5173198.000000 Penalty: 3477.677002
	Iteration 169Q: 3 clusters Score -5173198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5173192.500000 Penalty: 3477.677002
	Iteration 170Q: 3 clusters Score -5173192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -5173188.000000 Penalty: 3477.677002
	Iteration 171Q: 3 clusters Score -5173188 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -5173192.500000 Penalty: 3477.677002
	Iteration 172Q: 3 clusters Score -5173192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -5173189.000000 Penalty: 3477.677002
	Iteration 173Q: 3 clusters Score -5173189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -5173199.500000 Penalty: 3477.677002
	Iteration 174Q: 3 clusters Score -5173200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -5173197.000000 Penalty: 3477.677002
	Iteration 175Q: 3 clusters Score -5173197 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -5173199.000000 Penalty: 3477.677002
	Iteration 176Q: 3 clusters Score -5173199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -5173198.500000 Penalty: 3477.677002
	Iteration 177Q: 3 clusters Score -5173198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -5173207.500000 Penalty: 3477.677002
	Iteration 178Q: 3 clusters Score -5173208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -5173212.000000 Penalty: 3477.677002
	Iteration 179Q: 3 clusters Score -5173212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -5173211.500000 Penalty: 3477.677002
	Iteration 180F: 3 clusters Score -5173212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -5173206.000000 Penalty: 3477.677002
	Iteration 181Q: 3 clusters Score -5173206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 37308 members 
Entering Unmasked Estep 
Score: -5173210.000000 Penalty: 3477.677002
	Iteration 182Q: 3 clusters Score -5173210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -5173210.500000 Penalty: 3477.677002
	Iteration 183Q: 3 clusters Score -5173210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 37328 members 
Entering Unmasked Estep 
Score: -5173215.000000 Penalty: 3477.677002
	Iteration 184Q: 3 clusters Score -5173215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -5173221.000000 Penalty: 3477.677002
	Iteration 185Q: 3 clusters Score -5173221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -5173222.000000 Penalty: 3477.677002
	Iteration 186Q: 3 clusters Score -5173222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -5173221.000000 Penalty: 3477.677002
	Iteration 187Q: 3 clusters Score -5173221 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -5173217.500000 Penalty: 3477.677002
	Iteration 188Q: 3 clusters Score -5173218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 37353 members 
Entering Unmasked Estep 
Score: -5173218.000000 Penalty: 3477.677002
	Iteration 189Q: 3 clusters Score -5173218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -5173225.000000 Penalty: 3477.677002
	Iteration 190Q: 3 clusters Score -5173225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5173224.500000 Penalty: 3477.677002
	Iteration 191Q: 3 clusters Score -5173224 nChanged 0
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Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -5173224.500000 Penalty: 3477.677002
	Iteration 192F: 3 clusters Score -5173224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -656316.500000 Penalty: 1413.725342
	Iteration 0F: 2 clusters Score -656316.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -651747.000000 Penalty: 2827.450684
	Iteration 0F: 3 clusters Score -651747 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -653220.625000 Penalty: 2827.450684
	Iteration 1F: 3 clusters Score -653220.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -653620.312500 Penalty: 2827.450684
	Iteration 2F: 3 clusters Score -653620.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -653997.437500 Penalty: 2827.450684
	Iteration 3F: 3 clusters Score -653997.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -654346.687500 Penalty: 2827.450684
	Iteration 4F: 3 clusters Score -654346.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -654695.187500 Penalty: 2827.450684
	Iteration 5F: 3 clusters Score -654695.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -654978.812500 Penalty: 2827.450684
	Iteration 6F: 3 clusters Score -654978.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -655183.375000 Penalty: 2827.450684
	Iteration 7Q: 3 clusters Score -655183.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -655407.375000 Penalty: 2827.450684
	Iteration 8Q: 3 clusters Score -655407.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -655622.187500 Penalty: 2827.450684
	Iteration 9Q: 3 clusters Score -655622.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -655795.875000 Penalty: 2827.450684
	Iteration 10Q: 3 clusters Score -655795.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -655951.187500 Penalty: 2827.450684
	Iteration 11Q: 3 clusters Score -655951.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -656075.750000 Penalty: 2827.450684
	Iteration 12Q: 3 clusters Score -656075.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -656155.625000 Penalty: 2827.450684
	Iteration 13Q: 3 clusters Score -656155.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -656184.437500 Penalty: 2827.450684
	Iteration 14Q: 3 clusters Score -656184.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -656204.562500 Penalty: 2827.450684
	Iteration 15Q: 3 clusters Score -656204.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -656219.437500 Penalty: 2827.450684
	Iteration 16Q: 3 clusters Score -656219.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -656229.125000 Penalty: 2827.450684
	Iteration 17Q: 3 clusters Score -656229.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -656238.062500 Penalty: 2827.450684
	Iteration 18Q: 3 clusters Score -656238.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -656251.437500 Penalty: 2827.450684
	Iteration 19Q: 3 clusters Score -656251.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -656259.187500 Penalty: 2827.450684
	Iteration 20F: 3 clusters Score -656259.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -656267.125000 Penalty: 2827.450684
	Iteration 21Q: 3 clusters Score -656267.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -656269.312500 Penalty: 2827.450684
	Iteration 22Q: 3 clusters Score -656269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -656272.625000 Penalty: 2827.450684
	Iteration 23Q: 3 clusters Score -656272.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -656276.625000 Penalty: 2827.450684
	Iteration 24Q: 3 clusters Score -656276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -656277.750000 Penalty: 2827.450684
	Iteration 25Q: 3 clusters Score -656277.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -656278.437500 Penalty: 2827.450684
	Iteration 26Q: 3 clusters Score -656278.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -656281.875000 Penalty: 2827.450684
	Iteration 27Q: 3 clusters Score -656281.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -656282.812500 Penalty: 2827.450684
	Iteration 28Q: 3 clusters Score -656282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -656286.062500 Penalty: 2827.450684
	Iteration 29Q: 3 clusters Score -656286.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -656289.562500 Penalty: 2827.450684
	Iteration 30Q: 3 clusters Score -656289.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -656292.625000 Penalty: 2827.450684
	Iteration 31Q: 3 clusters Score -656292.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -656294.250000 Penalty: 2827.450684
	Iteration 32Q: 3 clusters Score -656294.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -656296.875000 Penalty: 2827.450684
	Iteration 33Q: 3 clusters Score -656296.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -656297.625000 Penalty: 2827.450684
	Iteration 34Q: 3 clusters Score -656297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -656297.875000 Penalty: 2827.450684
	Iteration 35Q: 3 clusters Score -656297.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -656297.687500 Penalty: 2827.450684
	Iteration 36Q: 3 clusters Score -656297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -656297.687500 Penalty: 2827.450684
	Iteration 37F: 3 clusters Score -656297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -391010.312500 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -391010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -387976.000000 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -387976 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -388788.406250 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -388788.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -389010.906250 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -389010.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -389168.000000 Penalty: 2653.835449
	Iteration 3F: 3 clusters Score -389168 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -389292.218750 Penalty: 2653.835449
	Iteration 4Q: 3 clusters Score -389292.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -389432.875000 Penalty: 2653.835449
	Iteration 5Q: 3 clusters Score -389432.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -389579.593750 Penalty: 2653.835449
	Iteration 6Q: 3 clusters Score -389579.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -389740.968750 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -389741 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -389965.187500 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -389965.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -390241.843750 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -390241.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -390459.843750 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -390459.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -390598.375000 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -390598.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -390714.687500 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -390714.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -390794.375000 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -390794.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -390849.968750 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -390850 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -390888.906250 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -390888.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -390916.562500 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -390916.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -390928.531250 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -390928.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -390934.187500 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -390934.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -390937.968750 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -390938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -390938.593750 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -390938.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -390938.562500 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -390938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -390940.156250 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -390940.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -390939.375000 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -390939.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -390939.375000 Penalty: 2653.835449
	Iteration 24F: 3 clusters Score -390939.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Entering Unmasked Estep 
Score: -2429616.500000 Penalty: 1617.932373
	Iteration 0F: 2 clusters Score -2429616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2415248.250000 Penalty: 3235.864746
	Iteration 0F: 3 clusters Score -2415248 nChanged 9588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2420623.000000 Penalty: 3235.864746
	Iteration 1F: 3 clusters Score -2420623 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2421298.250000 Penalty: 3235.864746
	Iteration 2F: 3 clusters Score -2421298 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2422255.500000 Penalty: 3235.864746
	Iteration 3F: 3 clusters Score -2422256 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -2423494.250000 Penalty: 3235.864746
	Iteration 4F: 3 clusters Score -2423494 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2424854.250000 Penalty: 3235.864746
	Iteration 5F: 3 clusters Score -2424854 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2425888.000000 Penalty: 3235.864746
	Iteration 6F: 3 clusters Score -2425888 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2426577.750000 Penalty: 3235.864746
	Iteration 7Q: 3 clusters Score -2426578 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2427082.500000 Penalty: 3235.864746
	Iteration 8Q: 3 clusters Score -2427082 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2427441.000000 Penalty: 3235.864746
	Iteration 9Q: 3 clusters Score -2427441 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2427694.750000 Penalty: 3235.864746
	Iteration 10Q: 3 clusters Score -2427695 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -2427847.750000 Penalty: 3235.864746
	Iteration 11Q: 3 clusters Score -2427848 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2427963.000000 Penalty: 3235.864746
	Iteration 12Q: 3 clusters Score -2427963 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -2428048.000000 Penalty: 3235.864746
	Iteration 13Q: 3 clusters Score -2428048 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -2428112.000000 Penalty: 3235.864746
	Iteration 14Q: 3 clusters Score -2428112 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2428172.750000 Penalty: 3235.864746
	Iteration 15Q: 3 clusters Score -2428173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2428220.000000 Penalty: 3235.864746
	Iteration 16Q: 3 clusters Score -2428220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2428244.250000 Penalty: 3235.864746
	Iteration 17Q: 3 clusters Score -2428244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -2428272.000000 Penalty: 3235.864746
	Iteration 18Q: 3 clusters Score -2428272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2428291.500000 Penalty: 3235.864746
	Iteration 19Q: 3 clusters Score -2428292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -2428304.000000 Penalty: 3235.864746
	Iteration 20F: 3 clusters Score -2428304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2428303.000000 Penalty: 3235.864746
	Iteration 21Q: 3 clusters Score -2428303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -2428308.750000 Penalty: 3235.864746
	Iteration 22Q: 3 clusters Score -2428309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2428319.750000 Penalty: 3235.864746
	Iteration 23Q: 3 clusters Score -2428320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -2428327.750000 Penalty: 3235.864746
	Iteration 24Q: 3 clusters Score -2428328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2428335.750000 Penalty: 3235.864746
	Iteration 25Q: 3 clusters Score -2428336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2428340.750000 Penalty: 3235.864746
	Iteration 26Q: 3 clusters Score -2428341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2428344.250000 Penalty: 3235.864746
	Iteration 27Q: 3 clusters Score -2428344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -2428348.750000 Penalty: 3235.864746
	Iteration 28Q: 3 clusters Score -2428349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -2428354.000000 Penalty: 3235.864746
	Iteration 29Q: 3 clusters Score -2428354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2428358.750000 Penalty: 3235.864746
	Iteration 30Q: 3 clusters Score -2428359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2428359.500000 Penalty: 3235.864746
	Iteration 31Q: 3 clusters Score -2428360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2428357.500000 Penalty: 3235.864746
	Iteration 32Q: 3 clusters Score -2428358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2428360.750000 Penalty: 3235.864746
	Iteration 33Q: 3 clusters Score -2428361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2428363.000000 Penalty: 3235.864746
	Iteration 34Q: 3 clusters Score -2428363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -2428366.250000 Penalty: 3235.864746
	Iteration 35Q: 3 clusters Score -2428366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2428365.000000 Penalty: 3235.864746
	Iteration 36Q: 3 clusters Score -2428365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2428368.000000 Penalty: 3235.864746
	Iteration 37Q: 3 clusters Score -2428368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -2428368.000000 Penalty: 3235.864746
	Iteration 38F: 3 clusters Score -2428368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -98985.414062 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -98985.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -97639.710938 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -97639.71 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -97927.820312 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -97927.82 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98005.507812 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -98005.51 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98049.296875 Penalty: 2210.778320
	Iteration 3Q: 3 clusters Score -98049.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -98077.164062 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -98077.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98092.726562 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -98092.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98101.289062 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -98101.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -98104.460938 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -98104.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -98107.039062 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -98107.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -98109.859375 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -98109.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98112.945312 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -98112.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -98112.945312 Penalty: 2210.778320
	Iteration 11F: 3 clusters Score -98112.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -419587.750000 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -419587.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -416421.125000 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -416421.1 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -417178.156250 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -417178.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -417349.031250 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -417349 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -417462.218750 Penalty: 2667.317139
	Iteration 3F: 3 clusters Score -417462.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -417579.531250 Penalty: 2667.317139
	Iteration 4Q: 3 clusters Score -417579.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -417675.687500 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -417675.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -417762.125000 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -417762.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -417829.812500 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -417829.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -417884.031250 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -417884 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -417928.687500 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -417928.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -417964.187500 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -417964.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -417997.375000 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -417997.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -418032.687500 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -418032.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -418061.968750 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -418062 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -418104.156250 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -418104.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -418139.937500 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -418139.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -418171.812500 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -418171.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -418201.750000 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -418201.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -418236.531250 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -418236.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -418271.375000 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -418271.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -418298.968750 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -418299 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -418325.906250 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -418325.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -418347.906250 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -418347.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -418363.531250 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -418363.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -418376.031250 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -418376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -418382.468750 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -418382.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -418389.031250 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -418389 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -418396.843750 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -418396.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -418407.250000 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -418407.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -418412.906250 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -418412.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -418417.031250 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -418417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -418422.437500 Penalty: 2667.317139
	Iteration 31Q: 3 clusters Score -418422.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -418423.812500 Penalty: 2667.317139
	Iteration 32Q: 3 clusters Score -418423.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -418425.406250 Penalty: 2667.317139
	Iteration 33Q: 3 clusters Score -418425.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -418426.750000 Penalty: 2667.317139
	Iteration 34Q: 3 clusters Score -418426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -418427.343750 Penalty: 2667.317139
	Iteration 35Q: 3 clusters Score -418427.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -418428.093750 Penalty: 2667.317139
	Iteration 36Q: 3 clusters Score -418428.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -418428.093750 Penalty: 2667.317139
	Iteration 37F: 3 clusters Score -418428.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -185957.390625 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -185957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -184083.296875 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -184083.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -184497.640625 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -184497.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -184627.343750 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -184627.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -184750.468750 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -184750.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -184877.375000 Penalty: 2416.517334
	Iteration 4F: 3 clusters Score -184877.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -184972.375000 Penalty: 2416.517334
	Iteration 5Q: 3 clusters Score -184972.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -185081.093750 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -185081.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -185168.687500 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -185168.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -185241.328125 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -185241.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -185299.625000 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -185299.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -185347.062500 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -185347.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -185382.593750 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -185382.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -185407.593750 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -185407.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -185429.531250 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -185429.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -185442.578125 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -185442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185450.265625 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -185450.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -185457.062500 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -185457.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -185462.078125 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -185462.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -185466.828125 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -185466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -185471.046875 Penalty: 2416.517334
	Iteration 19Q: 3 clusters Score -185471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -185473.718750 Penalty: 2416.517334
	Iteration 20F: 3 clusters Score -185473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -185475.718750 Penalty: 2416.517334
	Iteration 21Q: 3 clusters Score -185475.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -185475.718750 Penalty: 2416.517334
	Iteration 22F: 3 clusters Score -185475.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -313718.906250 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -313718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -311176.187500 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -311176.2 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -311733.000000 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -311733 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -311884.187500 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -311884.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -311985.281250 Penalty: 2572.369385
	Iteration 3F: 3 clusters Score -311985.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -312054.750000 Penalty: 2572.369385
	Iteration 4Q: 3 clusters Score -312054.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -312111.000000 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -312111 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -312158.093750 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -312158.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -312199.500000 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -312199.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -312237.968750 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -312238 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -312269.625000 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -312269.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -312301.937500 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -312301.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -312342.750000 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -312342.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -312382.875000 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -312382.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -312440.062500 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -312440.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -312489.750000 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -312489.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -312520.406250 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -312520.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -312559.125000 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -312559.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -312595.218750 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -312595.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -312626.343750 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -312626.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -312650.468750 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -312650.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -312668.906250 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -312668.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -312683.750000 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -312683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -312693.500000 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -312693.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -312699.031250 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -312699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -312703.062500 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -312703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -312705.750000 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -312705.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -312709.500000 Penalty: 2572.369385
	Iteration 26Q: 3 clusters Score -312709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -312714.375000 Penalty: 2572.369385
	Iteration 27Q: 3 clusters Score -312714.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -312717.437500 Penalty: 2572.369385
	Iteration 28Q: 3 clusters Score -312717.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -312720.562500 Penalty: 2572.369385
	Iteration 29Q: 3 clusters Score -312720.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -312724.562500 Penalty: 2572.369385
	Iteration 30Q: 3 clusters Score -312724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -312727.375000 Penalty: 2572.369385
	Iteration 31Q: 3 clusters Score -312727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -312729.656250 Penalty: 2572.369385
	Iteration 32Q: 3 clusters Score -312729.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -312730.125000 Penalty: 2572.369385
	Iteration 33Q: 3 clusters Score -312730.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -312730.125000 Penalty: 2572.369385
	Iteration 34F: 3 clusters Score -312730.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -144621.265625 Penalty: 1167.871460
	Iteration 0F: 2 clusters Score -144621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -142933.546875 Penalty: 2335.742920
	Iteration 0F: 3 clusters Score -142933.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -143301.828125 Penalty: 2335.742920
	Iteration 1F: 3 clusters Score -143301.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -143428.968750 Penalty: 2335.742920
	Iteration 2F: 3 clusters Score -143429 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -143518.171875 Penalty: 2335.742920
	Iteration 3F: 3 clusters Score -143518.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -143586.031250 Penalty: 2335.742920
	Iteration 4Q: 3 clusters Score -143586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -143629.703125 Penalty: 2335.742920
	Iteration 5Q: 3 clusters Score -143629.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -143659.781250 Penalty: 2335.742920
	Iteration 6Q: 3 clusters Score -143659.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -143686.562500 Penalty: 2335.742920
	Iteration 7Q: 3 clusters Score -143686.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -143704.187500 Penalty: 2335.742920
	Iteration 8Q: 3 clusters Score -143704.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -143721.703125 Penalty: 2335.742920
	Iteration 9Q: 3 clusters Score -143721.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -143733.265625 Penalty: 2335.742920
	Iteration 10Q: 3 clusters Score -143733.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -143741.984375 Penalty: 2335.742920
	Iteration 11Q: 3 clusters Score -143742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -143744.375000 Penalty: 2335.742920
	Iteration 12Q: 3 clusters Score -143744.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -143745.843750 Penalty: 2335.742920
	Iteration 13Q: 3 clusters Score -143745.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -143747.843750 Penalty: 2335.742920
	Iteration 14Q: 3 clusters Score -143747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -143749.750000 Penalty: 2335.742920
	Iteration 15Q: 3 clusters Score -143749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -143753.843750 Penalty: 2335.742920
	Iteration 16Q: 3 clusters Score -143753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -143755.906250 Penalty: 2335.742920
	Iteration 17Q: 3 clusters Score -143755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -143756.484375 Penalty: 2335.742920
	Iteration 18Q: 3 clusters Score -143756.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -143756.937500 Penalty: 2335.742920
	Iteration 19Q: 3 clusters Score -143756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -143756.937500 Penalty: 2335.742920
	Iteration 20F: 3 clusters Score -143756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Entering Unmasked Estep 
Score: -1056642.750000 Penalty: 1481.925293
	Iteration 0F: 2 clusters Score -1056643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1050002.625000 Penalty: 2963.850586
	Iteration 0F: 3 clusters Score -1050003 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1052266.750000 Penalty: 2963.850586
	Iteration 1F: 3 clusters Score -1052267 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1052564.750000 Penalty: 2963.850586
	Iteration 2F: 3 clusters Score -1052565 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1052782.250000 Penalty: 2963.850586
	Iteration 3F: 3 clusters Score -1052782 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1052956.625000 Penalty: 2963.850586
	Iteration 4Q: 3 clusters Score -1052957 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1053133.375000 Penalty: 2963.850586
	Iteration 5Q: 3 clusters Score -1053133 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1053325.375000 Penalty: 2963.850586
	Iteration 6Q: 3 clusters Score -1053325 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1053533.625000 Penalty: 2963.850586
	Iteration 7Q: 3 clusters Score -1053534 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1053779.125000 Penalty: 2963.850586
	Iteration 8Q: 3 clusters Score -1053779 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1054107.625000 Penalty: 2963.850586
	Iteration 9Q: 3 clusters Score -1054108 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1054427.250000 Penalty: 2963.850586
	Iteration 10Q: 3 clusters Score -1054427 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1054694.750000 Penalty: 2963.850586
	Iteration 11Q: 3 clusters Score -1054695 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1054926.125000 Penalty: 2963.850586
	Iteration 12Q: 3 clusters Score -1054926 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1055065.750000 Penalty: 2963.850586
	Iteration 13Q: 3 clusters Score -1055066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1055150.625000 Penalty: 2963.850586
	Iteration 14Q: 3 clusters Score -1055151 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1055222.875000 Penalty: 2963.850586
	Iteration 15Q: 3 clusters Score -1055223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1055264.625000 Penalty: 2963.850586
	Iteration 16Q: 3 clusters Score -1055265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1055294.000000 Penalty: 2963.850586
	Iteration 17Q: 3 clusters Score -1055294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1055316.250000 Penalty: 2963.850586
	Iteration 18Q: 3 clusters Score -1055316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1055337.875000 Penalty: 2963.850586
	Iteration 19Q: 3 clusters Score -1055338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1055356.625000 Penalty: 2963.850586
	Iteration 20F: 3 clusters Score -1055357 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1055380.875000 Penalty: 2963.850586
	Iteration 21Q: 3 clusters Score -1055381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1055392.750000 Penalty: 2963.850586
	Iteration 22Q: 3 clusters Score -1055393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1055400.750000 Penalty: 2963.850586
	Iteration 23Q: 3 clusters Score -1055401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1055408.375000 Penalty: 2963.850586
	Iteration 24Q: 3 clusters Score -1055408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1055414.250000 Penalty: 2963.850586
	Iteration 25Q: 3 clusters Score -1055414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1055415.250000 Penalty: 2963.850586
	Iteration 26Q: 3 clusters Score -1055415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -1055415.875000 Penalty: 2963.850586
	Iteration 27Q: 3 clusters Score -1055416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1055416.750000 Penalty: 2963.850586
	Iteration 28Q: 3 clusters Score -1055417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1055419.250000 Penalty: 2963.850586
	Iteration 29Q: 3 clusters Score -1055419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1055421.250000 Penalty: 2963.850586
	Iteration 30Q: 3 clusters Score -1055421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1055424.000000 Penalty: 2963.850586
	Iteration 31Q: 3 clusters Score -1055424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1055424.750000 Penalty: 2963.850586
	Iteration 32Q: 3 clusters Score -1055425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1055426.125000 Penalty: 2963.850586
	Iteration 33Q: 3 clusters Score -1055426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1055426.625000 Penalty: 2963.850586
	Iteration 34Q: 3 clusters Score -1055427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1055426.625000 Penalty: 2963.850586
	Iteration 35F: 3 clusters Score -1055427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -435541.687500 Penalty: 1360.364380
	Iteration 0F: 2 clusters Score -435541.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -432074.156250 Penalty: 2720.728760
	Iteration 0F: 3 clusters Score -432074.2 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -433245.125000 Penalty: 2720.728760
	Iteration 1F: 3 clusters Score -433245.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -433547.156250 Penalty: 2720.728760
	Iteration 2F: 3 clusters Score -433547.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -433736.406250 Penalty: 2720.728760
	Iteration 3F: 3 clusters Score -433736.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -433911.343750 Penalty: 2720.728760
	Iteration 4F: 3 clusters Score -433911.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -434039.187500 Penalty: 2720.728760
	Iteration 5Q: 3 clusters Score -434039.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -434130.906250 Penalty: 2720.728760
	Iteration 6Q: 3 clusters Score -434130.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -434216.187500 Penalty: 2720.728760
	Iteration 7Q: 3 clusters Score -434216.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -434268.125000 Penalty: 2720.728760
	Iteration 8Q: 3 clusters Score -434268.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -434305.500000 Penalty: 2720.728760
	Iteration 9Q: 3 clusters Score -434305.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -434326.687500 Penalty: 2720.728760
	Iteration 10Q: 3 clusters Score -434326.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -434345.406250 Penalty: 2720.728760
	Iteration 11Q: 3 clusters Score -434345.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -434363.500000 Penalty: 2720.728760
	Iteration 12Q: 3 clusters Score -434363.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -434381.875000 Penalty: 2720.728760
	Iteration 13Q: 3 clusters Score -434381.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -434393.375000 Penalty: 2720.728760
	Iteration 14Q: 3 clusters Score -434393.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -434408.562500 Penalty: 2720.728760
	Iteration 15Q: 3 clusters Score -434408.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -434425.593750 Penalty: 2720.728760
	Iteration 16Q: 3 clusters Score -434425.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -434444.343750 Penalty: 2720.728760
	Iteration 17Q: 3 clusters Score -434444.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -434463.968750 Penalty: 2720.728760
	Iteration 18Q: 3 clusters Score -434464 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -434496.281250 Penalty: 2720.728760
	Iteration 19Q: 3 clusters Score -434496.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -434530.500000 Penalty: 2720.728760
	Iteration 20F: 3 clusters Score -434530.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -434566.718750 Penalty: 2720.728760
	Iteration 21Q: 3 clusters Score -434566.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -434600.531250 Penalty: 2720.728760
	Iteration 22Q: 3 clusters Score -434600.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -434646.750000 Penalty: 2720.728760
	Iteration 23Q: 3 clusters Score -434646.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -434692.187500 Penalty: 2720.728760
	Iteration 24Q: 3 clusters Score -434692.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -434745.312500 Penalty: 2720.728760
	Iteration 25Q: 3 clusters Score -434745.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -434815.250000 Penalty: 2720.728760
	Iteration 26Q: 3 clusters Score -434815.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -434868.468750 Penalty: 2720.728760
	Iteration 27Q: 3 clusters Score -434868.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -434926.875000 Penalty: 2720.728760
	Iteration 28Q: 3 clusters Score -434926.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -435002.093750 Penalty: 2720.728760
	Iteration 29Q: 3 clusters Score -435002.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -435086.875000 Penalty: 2720.728760
	Iteration 30Q: 3 clusters Score -435086.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -435149.656250 Penalty: 2720.728760
	Iteration 31Q: 3 clusters Score -435149.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -435191.625000 Penalty: 2720.728760
	Iteration 32Q: 3 clusters Score -435191.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -435216.250000 Penalty: 2720.728760
	Iteration 33Q: 3 clusters Score -435216.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -435238.343750 Penalty: 2720.728760
	Iteration 34Q: 3 clusters Score -435238.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -435257.187500 Penalty: 2720.728760
	Iteration 35Q: 3 clusters Score -435257.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -435269.218750 Penalty: 2720.728760
	Iteration 36Q: 3 clusters Score -435269.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -435275.687500 Penalty: 2720.728760
	Iteration 37Q: 3 clusters Score -435275.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -435279.968750 Penalty: 2720.728760
	Iteration 38Q: 3 clusters Score -435280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -435281.625000 Penalty: 2720.728760
	Iteration 39Q: 3 clusters Score -435281.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -435286.875000 Penalty: 2720.728760
	Iteration 40F: 3 clusters Score -435286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -435288.062500 Penalty: 2720.728760
	Iteration 41Q: 3 clusters Score -435288.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -435289.281250 Penalty: 2720.728760
	Iteration 42Q: 3 clusters Score -435289.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -435291.625000 Penalty: 2720.728760
	Iteration 43Q: 3 clusters Score -435291.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -435295.000000 Penalty: 2720.728760
	Iteration 44Q: 3 clusters Score -435295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -435295.750000 Penalty: 2720.728760
	Iteration 45Q: 3 clusters Score -435295.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -435295.906250 Penalty: 2720.728760
	Iteration 46Q: 3 clusters Score -435295.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -435295.812500 Penalty: 2720.728760
	Iteration 47Q: 3 clusters Score -435295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -435296.812500 Penalty: 2720.728760
	Iteration 48Q: 3 clusters Score -435296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -435296.812500 Penalty: 2720.728760
	Iteration 49F: 3 clusters Score -435296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Entering Unmasked Estep 
Score: -1526421.625000 Penalty: 1541.524414
	Iteration 0F: 2 clusters Score -1526422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1517204.750000 Penalty: 3083.048828
	Iteration 0F: 3 clusters Score -1517205 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1520191.500000 Penalty: 3083.048828
	Iteration 1F: 3 clusters Score -1520192 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1520456.625000 Penalty: 3083.048828
	Iteration 2F: 3 clusters Score -1520457 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1520690.500000 Penalty: 3083.048828
	Iteration 3Q: 3 clusters Score -1520690 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1520922.750000 Penalty: 3083.048828
	Iteration 4Q: 3 clusters Score -1520923 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1521165.625000 Penalty: 3083.048828
	Iteration 5Q: 3 clusters Score -1521166 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1521460.375000 Penalty: 3083.048828
	Iteration 6Q: 3 clusters Score -1521460 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1521847.375000 Penalty: 3083.048828
	Iteration 7Q: 3 clusters Score -1521847 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1522351.375000 Penalty: 3083.048828
	Iteration 8Q: 3 clusters Score -1522351 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1522786.875000 Penalty: 3083.048828
	Iteration 9Q: 3 clusters Score -1522787 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1523130.250000 Penalty: 3083.048828
	Iteration 10Q: 3 clusters Score -1523130 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1523374.500000 Penalty: 3083.048828
	Iteration 11Q: 3 clusters Score -1523374 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1523557.375000 Penalty: 3083.048828
	Iteration 12Q: 3 clusters Score -1523557 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1523680.125000 Penalty: 3083.048828
	Iteration 13Q: 3 clusters Score -1523680 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1523767.500000 Penalty: 3083.048828
	Iteration 14Q: 3 clusters Score -1523768 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1523842.625000 Penalty: 3083.048828
	Iteration 15Q: 3 clusters Score -1523843 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1523920.250000 Penalty: 3083.048828
	Iteration 16Q: 3 clusters Score -1523920 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1523994.250000 Penalty: 3083.048828
	Iteration 17Q: 3 clusters Score -1523994 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1524080.500000 Penalty: 3083.048828
	Iteration 18Q: 3 clusters Score -1524080 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1524173.625000 Penalty: 3083.048828
	Iteration 19Q: 3 clusters Score -1524174 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -1524256.750000 Penalty: 3083.048828
	Iteration 20F: 3 clusters Score -1524257 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1524323.750000 Penalty: 3083.048828
	Iteration 21Q: 3 clusters Score -1524324 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -1524382.750000 Penalty: 3083.048828
	Iteration 22Q: 3 clusters Score -1524383 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1524448.250000 Penalty: 3083.048828
	Iteration 23Q: 3 clusters Score -1524448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1524512.875000 Penalty: 3083.048828
	Iteration 24Q: 3 clusters Score -1524513 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1524583.875000 Penalty: 3083.048828
	Iteration 25Q: 3 clusters Score -1524584 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1524643.500000 Penalty: 3083.048828
	Iteration 26Q: 3 clusters Score -1524644 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1524704.000000 Penalty: 3083.048828
	Iteration 27Q: 3 clusters Score -1524704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1524760.125000 Penalty: 3083.048828
	Iteration 28Q: 3 clusters Score -1524760 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1524805.125000 Penalty: 3083.048828
	Iteration 29Q: 3 clusters Score -1524805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1524848.750000 Penalty: 3083.048828
	Iteration 30Q: 3 clusters Score -1524849 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -1524872.125000 Penalty: 3083.048828
	Iteration 31Q: 3 clusters Score -1524872 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1524891.375000 Penalty: 3083.048828
	Iteration 32Q: 3 clusters Score -1524891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1524906.375000 Penalty: 3083.048828
	Iteration 33Q: 3 clusters Score -1524906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1524919.000000 Penalty: 3083.048828
	Iteration 34Q: 3 clusters Score -1524919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -1524934.250000 Penalty: 3083.048828
	Iteration 35Q: 3 clusters Score -1524934 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -1524953.750000 Penalty: 3083.048828
	Iteration 36Q: 3 clusters Score -1524954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1524971.375000 Penalty: 3083.048828
	Iteration 37Q: 3 clusters Score -1524971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1524984.750000 Penalty: 3083.048828
	Iteration 38Q: 3 clusters Score -1524985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1524991.125000 Penalty: 3083.048828
	Iteration 39Q: 3 clusters Score -1524991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1525003.000000 Penalty: 3083.048828
	Iteration 40F: 3 clusters Score -1525003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1525008.875000 Penalty: 3083.048828
	Iteration 41Q: 3 clusters Score -1525009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -1525013.250000 Penalty: 3083.048828
	Iteration 42Q: 3 clusters Score -1525013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1525022.750000 Penalty: 3083.048828
	Iteration 43Q: 3 clusters Score -1525023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1525029.000000 Penalty: 3083.048828
	Iteration 44Q: 3 clusters Score -1525029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -1525037.250000 Penalty: 3083.048828
	Iteration 45Q: 3 clusters Score -1525037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1525039.750000 Penalty: 3083.048828
	Iteration 46Q: 3 clusters Score -1525040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1525043.125000 Penalty: 3083.048828
	Iteration 47Q: 3 clusters Score -1525043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -1525046.625000 Penalty: 3083.048828
	Iteration 48Q: 3 clusters Score -1525047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1525047.625000 Penalty: 3083.048828
	Iteration 49Q: 3 clusters Score -1525048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1525050.625000 Penalty: 3083.048828
	Iteration 50Q: 3 clusters Score -1525051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1525054.375000 Penalty: 3083.048828
	Iteration 51Q: 3 clusters Score -1525054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -1525057.500000 Penalty: 3083.048828
	Iteration 52Q: 3 clusters Score -1525058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1525058.500000 Penalty: 3083.048828
	Iteration 53Q: 3 clusters Score -1525058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1525060.375000 Penalty: 3083.048828
	Iteration 54Q: 3 clusters Score -1525060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1525064.500000 Penalty: 3083.048828
	Iteration 55Q: 3 clusters Score -1525064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1525070.250000 Penalty: 3083.048828
	Iteration 56Q: 3 clusters Score -1525070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -1525071.125000 Penalty: 3083.048828
	Iteration 57Q: 3 clusters Score -1525071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -1525073.000000 Penalty: 3083.048828
	Iteration 58Q: 3 clusters Score -1525073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -1525074.625000 Penalty: 3083.048828
	Iteration 59Q: 3 clusters Score -1525075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -1525077.125000 Penalty: 3083.048828
	Iteration 60F: 3 clusters Score -1525077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1525078.875000 Penalty: 3083.048828
	Iteration 61Q: 3 clusters Score -1525079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -1525080.000000 Penalty: 3083.048828
	Iteration 62Q: 3 clusters Score -1525080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1525081.750000 Penalty: 3083.048828
	Iteration 63Q: 3 clusters Score -1525082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1525081.250000 Penalty: 3083.048828
	Iteration 64Q: 3 clusters Score -1525081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1525081.250000 Penalty: 3083.048828
	Iteration 65F: 3 clusters Score -1525081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (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: -734980.312500 Penalty: 1424.260132
	Iteration 0F: 2 clusters Score -734980.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -730116.687500 Penalty: 2848.520264
	Iteration 0F: 3 clusters Score -730116.7 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -731572.625000 Penalty: 2848.520264
	Iteration 1F: 3 clusters Score -731572.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -731813.375000 Penalty: 2848.520264
	Iteration 2F: 3 clusters Score -731813.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -732019.937500 Penalty: 2848.520264
	Iteration 3F: 3 clusters Score -732019.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -732210.687500 Penalty: 2848.520264
	Iteration 4F: 3 clusters Score -732210.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -732369.312500 Penalty: 2848.520264
	Iteration 5Q: 3 clusters Score -732369.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -732539.937500 Penalty: 2848.520264
	Iteration 6Q: 3 clusters Score -732539.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -732697.750000 Penalty: 2848.520264
	Iteration 7Q: 3 clusters Score -732697.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -732882.437500 Penalty: 2848.520264
	Iteration 8Q: 3 clusters Score -732882.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -733087.750000 Penalty: 2848.520264
	Iteration 9Q: 3 clusters Score -733087.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -733263.500000 Penalty: 2848.520264
	Iteration 10Q: 3 clusters Score -733263.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -733399.687500 Penalty: 2848.520264
	Iteration 11Q: 3 clusters Score -733399.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -733501.187500 Penalty: 2848.520264
	Iteration 12Q: 3 clusters Score -733501.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -733575.312500 Penalty: 2848.520264
	Iteration 13Q: 3 clusters Score -733575.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -733623.562500 Penalty: 2848.520264
	Iteration 14Q: 3 clusters Score -733623.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -733668.312500 Penalty: 2848.520264
	Iteration 15Q: 3 clusters Score -733668.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -733692.437500 Penalty: 2848.520264
	Iteration 16Q: 3 clusters Score -733692.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -733707.000000 Penalty: 2848.520264
	Iteration 17Q: 3 clusters Score -733707 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -733716.500000 Penalty: 2848.520264
	Iteration 18Q: 3 clusters Score -733716.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -733730.375000 Penalty: 2848.520264
	Iteration 19Q: 3 clusters Score -733730.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -733745.375000 Penalty: 2848.520264
	Iteration 20F: 3 clusters Score -733745.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -733757.312500 Penalty: 2848.520264
	Iteration 21Q: 3 clusters Score -733757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -733765.250000 Penalty: 2848.520264
	Iteration 22Q: 3 clusters Score -733765.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -733771.312500 Penalty: 2848.520264
	Iteration 23Q: 3 clusters Score -733771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -733774.937500 Penalty: 2848.520264
	Iteration 24Q: 3 clusters Score -733774.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -733777.437500 Penalty: 2848.520264
	Iteration 25Q: 3 clusters Score -733777.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -733779.375000 Penalty: 2848.520264
	Iteration 26Q: 3 clusters Score -733779.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -733779.375000 Penalty: 2848.520264
	Iteration 27F: 3 clusters Score -733779.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Entering Unmasked Estep 
Score: -443856.187500 Penalty: 1345.492065
	Iteration 0F: 2 clusters Score -443856.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -440551.125000 Penalty: 2690.984131
	Iteration 0F: 3 clusters Score -440551.1 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -441470.843750 Penalty: 2690.984131
	Iteration 1F: 3 clusters Score -441470.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -441640.312500 Penalty: 2690.984131
	Iteration 2F: 3 clusters Score -441640.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -441783.906250 Penalty: 2690.984131
	Iteration 3F: 3 clusters Score -441783.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -441904.375000 Penalty: 2690.984131
	Iteration 4Q: 3 clusters Score -441904.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -442011.312500 Penalty: 2690.984131
	Iteration 5Q: 3 clusters Score -442011.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -442101.968750 Penalty: 2690.984131
	Iteration 6Q: 3 clusters Score -442102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -442200.656250 Penalty: 2690.984131
	Iteration 7Q: 3 clusters Score -442200.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -442289.312500 Penalty: 2690.984131
	Iteration 8Q: 3 clusters Score -442289.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -442379.125000 Penalty: 2690.984131
	Iteration 9Q: 3 clusters Score -442379.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -442451.812500 Penalty: 2690.984131
	Iteration 10Q: 3 clusters Score -442451.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -442524.093750 Penalty: 2690.984131
	Iteration 11Q: 3 clusters Score -442524.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -442575.812500 Penalty: 2690.984131
	Iteration 12Q: 3 clusters Score -442575.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -442613.000000 Penalty: 2690.984131
	Iteration 13Q: 3 clusters Score -442613 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -442646.437500 Penalty: 2690.984131
	Iteration 14Q: 3 clusters Score -442646.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -442673.968750 Penalty: 2690.984131
	Iteration 15Q: 3 clusters Score -442674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -442702.375000 Penalty: 2690.984131
	Iteration 16Q: 3 clusters Score -442702.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -442724.156250 Penalty: 2690.984131
	Iteration 17Q: 3 clusters Score -442724.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -442742.093750 Penalty: 2690.984131
	Iteration 18Q: 3 clusters Score -442742.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -442756.437500 Penalty: 2690.984131
	Iteration 19Q: 3 clusters Score -442756.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -442771.812500 Penalty: 2690.984131
	Iteration 20F: 3 clusters Score -442771.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -442786.437500 Penalty: 2690.984131
	Iteration 21Q: 3 clusters Score -442786.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -442794.781250 Penalty: 2690.984131
	Iteration 22Q: 3 clusters Score -442794.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -442799.937500 Penalty: 2690.984131
	Iteration 23Q: 3 clusters Score -442799.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -442804.218750 Penalty: 2690.984131
	Iteration 24Q: 3 clusters Score -442804.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -442809.187500 Penalty: 2690.984131
	Iteration 25Q: 3 clusters Score -442809.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -442815.062500 Penalty: 2690.984131
	Iteration 26Q: 3 clusters Score -442815.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -442817.625000 Penalty: 2690.984131
	Iteration 27Q: 3 clusters Score -442817.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -442821.406250 Penalty: 2690.984131
	Iteration 28Q: 3 clusters Score -442821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -442824.031250 Penalty: 2690.984131
	Iteration 29Q: 3 clusters Score -442824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -442827.875000 Penalty: 2690.984131
	Iteration 30Q: 3 clusters Score -442827.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -442830.281250 Penalty: 2690.984131
	Iteration 31Q: 3 clusters Score -442830.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -442833.187500 Penalty: 2690.984131
	Iteration 32Q: 3 clusters Score -442833.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -442834.000000 Penalty: 2690.984131
	Iteration 33Q: 3 clusters Score -442834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -442834.968750 Penalty: 2690.984131
	Iteration 34Q: 3 clusters Score -442835 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -442834.968750 Penalty: 2690.984131
	Iteration 35F: 3 clusters Score -442835 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Entering Unmasked Estep 
Score: -156504.078125 Penalty: 1172.834595
	Iteration 0F: 2 clusters Score -156504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -154799.703125 Penalty: 2345.669189
	Iteration 0F: 3 clusters Score -154799.7 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -155084.234375 Penalty: 2345.669189
	Iteration 1F: 3 clusters Score -155084.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -155157.343750 Penalty: 2345.669189
	Iteration 2F: 3 clusters Score -155157.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -155209.140625 Penalty: 2345.669189
	Iteration 3Q: 3 clusters Score -155209.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -155236.609375 Penalty: 2345.669189
	Iteration 4Q: 3 clusters Score -155236.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -155248.031250 Penalty: 2345.669189
	Iteration 5Q: 3 clusters Score -155248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -155258.359375 Penalty: 2345.669189
	Iteration 6Q: 3 clusters Score -155258.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -155264.359375 Penalty: 2345.669189
	Iteration 7Q: 3 clusters Score -155264.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -155271.109375 Penalty: 2345.669189
	Iteration 8Q: 3 clusters Score -155271.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -155280.171875 Penalty: 2345.669189
	Iteration 9Q: 3 clusters Score -155280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -155284.218750 Penalty: 2345.669189
	Iteration 10Q: 3 clusters Score -155284.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -155290.031250 Penalty: 2345.669189
	Iteration 11Q: 3 clusters Score -155290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -155296.375000 Penalty: 2345.669189
	Iteration 12Q: 3 clusters Score -155296.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -155301.859375 Penalty: 2345.669189
	Iteration 13Q: 3 clusters Score -155301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -155307.093750 Penalty: 2345.669189
	Iteration 14Q: 3 clusters Score -155307.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -155309.421875 Penalty: 2345.669189
	Iteration 15Q: 3 clusters Score -155309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -155312.421875 Penalty: 2345.669189
	Iteration 16Q: 3 clusters Score -155312.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -155314.421875 Penalty: 2345.669189
	Iteration 17Q: 3 clusters Score -155314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -155314.718750 Penalty: 2345.669189
	Iteration 18Q: 3 clusters Score -155314.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -155315.406250 Penalty: 2345.669189
	Iteration 19Q: 3 clusters Score -155315.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -155315.406250 Penalty: 2345.669189
	Iteration 20F: 3 clusters Score -155315.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -64421.332031 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -64421.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -63296.750000 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -63296.75 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -63500.125000 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -63500.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63552.621094 Penalty: 2075.735840
	Iteration 2F: 3 clusters Score -63552.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -63607.335938 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -63607.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63655.667969 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -63655.67 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -63696.957031 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -63696.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -63728.980469 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -63728.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -63775.074219 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -63775.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -63833.230469 Penalty: 2075.735840
	Iteration 8Q: 3 clusters Score -63833.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63868.398438 Penalty: 2075.735840
	Iteration 9Q: 3 clusters Score -63868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63907.574219 Penalty: 2075.735840
	Iteration 10Q: 3 clusters Score -63907.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -63936.160156 Penalty: 2075.735840
	Iteration 11Q: 3 clusters Score -63936.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -63941.175781 Penalty: 2075.735840
	Iteration 12Q: 3 clusters Score -63941.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63959.800781 Penalty: 2075.735840
	Iteration 13Q: 3 clusters Score -63959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63975.234375 Penalty: 2075.735840
	Iteration 14Q: 3 clusters Score -63975.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -63992.632812 Penalty: 2075.735840
	Iteration 15Q: 3 clusters Score -63992.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -63994.832031 Penalty: 2075.735840
	Iteration 16Q: 3 clusters Score -63994.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -64001.906250 Penalty: 2075.735840
	Iteration 17Q: 3 clusters Score -64001.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64005.523438 Penalty: 2075.735840
	Iteration 18Q: 3 clusters Score -64005.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -64005.523438 Penalty: 2075.735840
	Iteration 19F: 3 clusters Score -64005.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -10020793.000000 Penalty: 1848.930298
	Iteration 0F: 2 clusters Score -1.002079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -9962680.000000 Penalty: 3697.860596
	Iteration 0F: 3 clusters Score -9962680 nChanged 41361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -9986787.000000 Penalty: 3697.860596
	Iteration 1F: 3 clusters Score -9986787 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -9987686.000000 Penalty: 3697.860596
	Iteration 2Q: 3 clusters Score -9987686 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9988596.000000 Penalty: 3697.860596
	Iteration 3Q: 3 clusters Score -9988596 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -9989579.000000 Penalty: 3697.860596
	Iteration 4Q: 3 clusters Score -9989579 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -9990710.000000 Penalty: 3697.860596
	Iteration 5Q: 3 clusters Score -9990710 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 46136 members 
Entering Unmasked Estep 
Score: -9992147.000000 Penalty: 3697.860596
	Iteration 6Q: 3 clusters Score -9992147 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -9993905.000000 Penalty: 3697.860596
	Iteration 7Q: 3 clusters Score -9993905 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39656 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -9995979.000000 Penalty: 3697.860596
	Iteration 8Q: 3 clusters Score -9995979 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -9998416.000000 Penalty: 3697.860596
	Iteration 9Q: 3 clusters Score -9998416 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 49248 members 
Entering Unmasked Estep 
Score: -10001072.000000 Penalty: 3697.860596
	Iteration 10F: 3 clusters Score -1.000107e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 49689 members 
Entering Unmasked Estep 
Score: -10002985.000000 Penalty: 3697.860596
	Iteration 11Q: 3 clusters Score -1.000298e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 49990 members 
Entering Unmasked Estep 
Score: -10003870.000000 Penalty: 3697.860596
	Iteration 12Q: 3 clusters Score -1.000387e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -10004234.000000 Penalty: 3697.860596
	Iteration 13Q: 3 clusters Score -1.000423e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -10004444.000000 Penalty: 3697.860596
	Iteration 14Q: 3 clusters Score -1.000444e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -10004509.000000 Penalty: 3697.860596
	Iteration 15Q: 3 clusters Score -1.000451e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -10004578.000000 Penalty: 3697.860596
	Iteration 16Q: 3 clusters Score -1.000458e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -10004678.000000 Penalty: 3697.860596
	Iteration 17Q: 3 clusters Score -1.000468e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 51129 members 
Entering Unmasked Estep 
Score: -10004772.000000 Penalty: 3697.860596
	Iteration 18Q: 3 clusters Score -1.000477e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -10004853.000000 Penalty: 3697.860596
	Iteration 19Q: 3 clusters Score -1.000485e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 51672 members 
Entering Unmasked Estep 
Score: -10004917.000000 Penalty: 3697.860596
	Iteration 20F: 3 clusters Score -1.000492e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35444 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -10005008.000000 Penalty: 3697.860596
	Iteration 21Q: 3 clusters Score -1.000501e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 52230 members 
Entering Unmasked Estep 
Score: -10005074.000000 Penalty: 3697.860596
	Iteration 22Q: 3 clusters Score -1.000507e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 52501 members 
Entering Unmasked Estep 
Score: -10005147.000000 Penalty: 3697.860596
	Iteration 23Q: 3 clusters Score -1.000515e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 52782 members 
Entering Unmasked Estep 
Score: -10005274.000000 Penalty: 3697.860596
	Iteration 24Q: 3 clusters Score -1.000527e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -10005330.000000 Penalty: 3697.860596
	Iteration 25Q: 3 clusters Score -1.000533e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -10005378.000000 Penalty: 3697.860596
	Iteration 26Q: 3 clusters Score -1.000538e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -10005461.000000 Penalty: 3697.860596
	Iteration 27Q: 3 clusters Score -1.000546e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33189 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -10005532.000000 Penalty: 3697.860596
	Iteration 28Q: 3 clusters Score -1.000553e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -10005635.000000 Penalty: 3697.860596
	Iteration 29Q: 3 clusters Score -1.000564e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 55145 members 
Entering Unmasked Estep 
Score: -10005726.000000 Penalty: 3697.860596
	Iteration 30Q: 3 clusters Score -1.000573e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -10005799.000000 Penalty: 3697.860596
	Iteration 31Q: 3 clusters Score -1.00058e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 56297 members 
Entering Unmasked Estep 
Score: -10005900.000000 Penalty: 3697.860596
	Iteration 32Q: 3 clusters Score -1.00059e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -10006024.000000 Penalty: 3697.860596
	Iteration 33Q: 3 clusters Score -1.000602e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 57522 members 
Entering Unmasked Estep 
Score: -10006126.000000 Penalty: 3697.860596
	Iteration 34Q: 3 clusters Score -1.000613e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 58179 members 
Entering Unmasked Estep 
Score: -10006206.000000 Penalty: 3697.860596
	Iteration 35Q: 3 clusters Score -1.000621e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 58948 members 
Entering Unmasked Estep 
Score: -10006372.000000 Penalty: 3697.860596
	Iteration 36Q: 3 clusters Score -1.000637e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -10006567.000000 Penalty: 3697.860596
	Iteration 37Q: 3 clusters Score -1.000657e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -10006819.000000 Penalty: 3697.860596
	Iteration 38Q: 3 clusters Score -1.000682e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -10007034.000000 Penalty: 3697.860596
	Iteration 39Q: 3 clusters Score -1.000703e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 62849 members 
Entering Unmasked Estep 
Score: -10007356.000000 Penalty: 3697.860596
	Iteration 40F: 3 clusters Score -1.000736e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 64032 members 
Entering Unmasked Estep 
Score: -10007693.000000 Penalty: 3697.860596
	Iteration 41Q: 3 clusters Score -1.000769e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 65296 members 
Entering Unmasked Estep 
Score: -10008054.000000 Penalty: 3697.860596
	Iteration 42Q: 3 clusters Score -1.000805e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 66630 members 
Entering Unmasked Estep 
Score: -10008527.000000 Penalty: 3697.860596
	Iteration 43Q: 3 clusters Score -1.000853e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -10009022.000000 Penalty: 3697.860596
	Iteration 44Q: 3 clusters Score -1.000902e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -10009727.000000 Penalty: 3697.860596
	Iteration 45Q: 3 clusters Score -1.000973e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 71062 members 
Entering Unmasked Estep 
Score: -10010436.000000 Penalty: 3697.860596
	Iteration 46Q: 3 clusters Score -1.001044e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -10011222.000000 Penalty: 3697.860596
	Iteration 47Q: 3 clusters Score -1.001122e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -10012155.000000 Penalty: 3697.860596
	Iteration 48Q: 3 clusters Score -1.001216e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 75830 members 
Entering Unmasked Estep 
Score: -10013072.000000 Penalty: 3697.860596
	Iteration 49Q: 3 clusters Score -1.001307e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 77235 members 
Entering Unmasked Estep 
Score: -10013885.000000 Penalty: 3697.860596
	Iteration 50Q: 3 clusters Score -1.001388e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 78479 members 
Entering Unmasked Estep 
Score: -10014617.000000 Penalty: 3697.860596
	Iteration 51Q: 3 clusters Score -1.001462e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 79526 members 
Entering Unmasked Estep 
Score: -10015241.000000 Penalty: 3697.860596
	Iteration 52Q: 3 clusters Score -1.001524e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 80434 members 
Entering Unmasked Estep 
Score: -10015731.000000 Penalty: 3697.860596
	Iteration 53Q: 3 clusters Score -1.001573e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 81238 members 
Entering Unmasked Estep 
Score: -10016170.000000 Penalty: 3697.860596
	Iteration 54Q: 3 clusters Score -1.001617e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 81944 members 
Entering Unmasked Estep 
Score: -10016525.000000 Penalty: 3697.860596
	Iteration 55Q: 3 clusters Score -1.001652e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 82563 members 
Entering Unmasked Estep 
Score: -10016865.000000 Penalty: 3697.860596
	Iteration 56Q: 3 clusters Score -1.001686e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -10017138.000000 Penalty: 3697.860596
	Iteration 57Q: 3 clusters Score -1.001714e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 83624 members 
Entering Unmasked Estep 
Score: -10017352.000000 Penalty: 3697.860596
	Iteration 58Q: 3 clusters Score -1.001735e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 84092 members 
Entering Unmasked Estep 
Score: -10017577.000000 Penalty: 3697.860596
	Iteration 59Q: 3 clusters Score -1.001758e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -10017809.000000 Penalty: 3697.860596
	Iteration 60F: 3 clusters Score -1.001781e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 84982 members 
Entering Unmasked Estep 
Score: -10018075.000000 Penalty: 3697.860596
	Iteration 61Q: 3 clusters Score -1.001808e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 85363 members 
Entering Unmasked Estep 
Score: -10018287.000000 Penalty: 3697.860596
	Iteration 62Q: 3 clusters Score -1.001829e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 85689 members 
Entering Unmasked Estep 
Score: -10018437.000000 Penalty: 3697.860596
	Iteration 63Q: 3 clusters Score -1.001844e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 85983 members 
Entering Unmasked Estep 
Score: -10018614.000000 Penalty: 3697.860596
	Iteration 64Q: 3 clusters Score -1.001861e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 86198 members 
Entering Unmasked Estep 
Score: -10018722.000000 Penalty: 3697.860596
	Iteration 65Q: 3 clusters Score -1.001872e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -10018812.000000 Penalty: 3697.860596
	Iteration 66Q: 3 clusters Score -1.001881e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 86475 members 
Entering Unmasked Estep 
Score: -10018885.000000 Penalty: 3697.860596
	Iteration 67Q: 3 clusters Score -1.001888e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 86566 members 
Entering Unmasked Estep 
Score: -10018944.000000 Penalty: 3697.860596
	Iteration 68Q: 3 clusters Score -1.001894e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 86630 members 
Entering Unmasked Estep 
Score: -10019002.000000 Penalty: 3697.860596
	Iteration 69Q: 3 clusters Score -1.0019e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -10019031.000000 Penalty: 3697.860596
	Iteration 70Q: 3 clusters Score -1.001903e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 86707 members 
Entering Unmasked Estep 
Score: -10019047.000000 Penalty: 3697.860596
	Iteration 71Q: 3 clusters Score -1.001905e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -10019059.000000 Penalty: 3697.860596
	Iteration 72Q: 3 clusters Score -1.001906e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 86752 members 
Entering Unmasked Estep 
Score: -10019074.000000 Penalty: 3697.860596
	Iteration 73Q: 3 clusters Score -1.001907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -10019089.000000 Penalty: 3697.860596
	Iteration 74Q: 3 clusters Score -1.001909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -10019094.000000 Penalty: 3697.860596
	Iteration 75Q: 3 clusters Score -1.001909e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10019105.000000 Penalty: 3697.860596
	Iteration 76Q: 3 clusters Score -1.00191e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 86787 members 
Entering Unmasked Estep 
Score: -10019108.000000 Penalty: 3697.860596
	Iteration 77Q: 3 clusters Score -1.001911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -10019112.000000 Penalty: 3697.860596
	Iteration 78Q: 3 clusters Score -1.001911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 86795 members 
Entering Unmasked Estep 
Score: -10019120.000000 Penalty: 3697.860596
	Iteration 79Q: 3 clusters Score -1.001912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 86798 members 
Entering Unmasked Estep 
Score: -10019114.000000 Penalty: 3697.860596
	Iteration 80F: 3 clusters Score -1.001911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -10019113.000000 Penalty: 3697.860596
	Iteration 81Q: 3 clusters Score -1.001911e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -10019112.000000 Penalty: 3697.860596
	Iteration 82Q: 3 clusters Score -1.001911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 86807 members 
Entering Unmasked Estep 
Score: -10019115.000000 Penalty: 3697.860596
	Iteration 83Q: 3 clusters Score -1.001912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 86810 members 
Entering Unmasked Estep 
Score: -10019112.000000 Penalty: 3697.860596
	Iteration 84Q: 3 clusters Score -1.001911e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 86812 members 
Entering Unmasked Estep 
Score: -10019112.000000 Penalty: 3697.860596
	Iteration 85Q: 3 clusters Score -1.001911e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 86816 members 
Entering Unmasked Estep 
Score: -10019114.000000 Penalty: 3697.860596
	Iteration 86Q: 3 clusters Score -1.001911e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 86821 members 
Entering Unmasked Estep 
Score: -10019119.000000 Penalty: 3697.860596
	Iteration 87Q: 3 clusters Score -1.001912e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 86830 members 
Entering Unmasked Estep 
Score: -10019122.000000 Penalty: 3697.860596
	Iteration 88Q: 3 clusters Score -1.001912e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 86842 members 
Entering Unmasked Estep 
Score: -10019129.000000 Penalty: 3697.860596
	Iteration 89Q: 3 clusters Score -1.001913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -10019140.000000 Penalty: 3697.860596
	Iteration 90Q: 3 clusters Score -1.001914e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 86854 members 
Entering Unmasked Estep 
Score: -10019143.000000 Penalty: 3697.860596
	Iteration 91Q: 3 clusters Score -1.001914e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -10019145.000000 Penalty: 3697.860596
	Iteration 92Q: 3 clusters Score -1.001914e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 86866 members 
Entering Unmasked Estep 
Score: -10019149.000000 Penalty: 3697.860596
	Iteration 93Q: 3 clusters Score -1.001915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 86869 members 
Entering Unmasked Estep 
Score: -10019154.000000 Penalty: 3697.860596
	Iteration 94Q: 3 clusters Score -1.001915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 86873 members 
Entering Unmasked Estep 
Score: -10019151.000000 Penalty: 3697.860596
	Iteration 95Q: 3 clusters Score -1.001915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -10019155.000000 Penalty: 3697.860596
	Iteration 96Q: 3 clusters Score -1.001916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 86876 members 
Entering Unmasked Estep 
Score: -10019157.000000 Penalty: 3697.860596
	Iteration 97Q: 3 clusters Score -1.001916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 86879 members 
Entering Unmasked Estep 
Score: -10019158.000000 Penalty: 3697.860596
	Iteration 98Q: 3 clusters Score -1.001916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -10019166.000000 Penalty: 3697.860596
	Iteration 99Q: 3 clusters Score -1.001917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -10019164.000000 Penalty: 3697.860596
	Iteration 100F: 3 clusters Score -1.001916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 86889 members 
Entering Unmasked Estep 
Score: -10019167.000000 Penalty: 3697.860596
	Iteration 101Q: 3 clusters Score -1.001917e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -10019177.000000 Penalty: 3697.860596
	Iteration 102Q: 3 clusters Score -1.001918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 86892 members 
Entering Unmasked Estep 
Score: -10019178.000000 Penalty: 3697.860596
	Iteration 103Q: 3 clusters Score -1.001918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -10019176.000000 Penalty: 3697.860596
	Iteration 104Q: 3 clusters Score -1.001918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 86896 members 
Entering Unmasked Estep 
Score: -10019181.000000 Penalty: 3697.860596
	Iteration 105Q: 3 clusters Score -1.001918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -10019182.000000 Penalty: 3697.860596
	Iteration 106Q: 3 clusters Score -1.001918e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -10019198.000000 Penalty: 3697.860596
	Iteration 107Q: 3 clusters Score -1.00192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 86907 members 
Entering Unmasked Estep 
Score: -10019195.000000 Penalty: 3697.860596
	Iteration 108Q: 3 clusters Score -1.00192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -10019196.000000 Penalty: 3697.860596
	Iteration 109Q: 3 clusters Score -1.00192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -10019203.000000 Penalty: 3697.860596
	Iteration 110Q: 3 clusters Score -1.00192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 86915 members 
Entering Unmasked Estep 
Score: -10019208.000000 Penalty: 3697.860596
	Iteration 111Q: 3 clusters Score -1.001921e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 86916 members 
Entering Unmasked Estep 
Score: -10019208.000000 Penalty: 3697.860596
	Iteration 112Q: 3 clusters Score -1.001921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 86920 members 
Entering Unmasked Estep 
Score: -10019215.000000 Penalty: 3697.860596
	Iteration 113Q: 3 clusters Score -1.001922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -10019215.000000 Penalty: 3697.860596
	Iteration 114Q: 3 clusters Score -1.001922e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -10019215.000000 Penalty: 3697.860596
	Iteration 115F: 3 clusters Score -1.001922e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -171630.171875 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -171630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -169812.250000 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -169812.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170145.312500 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -170145.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -170233.890625 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -170233.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -170281.875000 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -170281.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170306.890625 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -170306.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170317.093750 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -170317.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -170333.281250 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -170333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -170341.046875 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -170341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -170346.062500 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -170346.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170353.656250 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -170353.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -170362.578125 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -170362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170366.515625 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -170366.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -170371.093750 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -170371.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170375.921875 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -170375.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170380.515625 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -170380.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170384.562500 Penalty: 2383.232422
	Iteration 15Q: 3 clusters Score -170384.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -170387.875000 Penalty: 2383.232422
	Iteration 16Q: 3 clusters Score -170387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -170389.968750 Penalty: 2383.232422
	Iteration 17Q: 3 clusters Score -170390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170391.796875 Penalty: 2383.232422
	Iteration 18Q: 3 clusters Score -170391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -170393.125000 Penalty: 2383.232422
	Iteration 19Q: 3 clusters Score -170393.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -170395.203125 Penalty: 2383.232422
	Iteration 20F: 3 clusters Score -170395.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -170395.890625 Penalty: 2383.232422
	Iteration 21Q: 3 clusters Score -170395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -170396.531250 Penalty: 2383.232422
	Iteration 22Q: 3 clusters Score -170396.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -170396.968750 Penalty: 2383.232422
	Iteration 23Q: 3 clusters Score -170397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -170396.968750 Penalty: 2383.232422
	Iteration 24F: 3 clusters Score -170397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Entering Unmasked Estep 
Score: -773692.000000 Penalty: 1432.159546
	Iteration 0F: 2 clusters Score -773692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -768611.562500 Penalty: 2864.319092
	Iteration 0F: 3 clusters Score -768611.6 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -770111.375000 Penalty: 2864.319092
	Iteration 1F: 3 clusters Score -770111.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -770286.375000 Penalty: 2864.319092
	Iteration 2F: 3 clusters Score -770286.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -770416.750000 Penalty: 2864.319092
	Iteration 3Q: 3 clusters Score -770416.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -770514.750000 Penalty: 2864.319092
	Iteration 4Q: 3 clusters Score -770514.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -770582.812500 Penalty: 2864.319092
	Iteration 5Q: 3 clusters Score -770582.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -770647.937500 Penalty: 2864.319092
	Iteration 6Q: 3 clusters Score -770647.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -770700.062500 Penalty: 2864.319092
	Iteration 7Q: 3 clusters Score -770700.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -770747.437500 Penalty: 2864.319092
	Iteration 8Q: 3 clusters Score -770747.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -770791.437500 Penalty: 2864.319092
	Iteration 9Q: 3 clusters Score -770791.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -770834.625000 Penalty: 2864.319092
	Iteration 10Q: 3 clusters Score -770834.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -770882.437500 Penalty: 2864.319092
	Iteration 11Q: 3 clusters Score -770882.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -770917.500000 Penalty: 2864.319092
	Iteration 12Q: 3 clusters Score -770917.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -770963.375000 Penalty: 2864.319092
	Iteration 13Q: 3 clusters Score -770963.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -771008.000000 Penalty: 2864.319092
	Iteration 14Q: 3 clusters Score -771008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -771060.062500 Penalty: 2864.319092
	Iteration 15Q: 3 clusters Score -771060.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -771112.312500 Penalty: 2864.319092
	Iteration 16Q: 3 clusters Score -771112.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -771174.937500 Penalty: 2864.319092
	Iteration 17Q: 3 clusters Score -771174.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -771244.625000 Penalty: 2864.319092
	Iteration 18Q: 3 clusters Score -771244.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -771306.562500 Penalty: 2864.319092
	Iteration 19Q: 3 clusters Score -771306.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -771369.125000 Penalty: 2864.319092
	Iteration 20F: 3 clusters Score -771369.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -771422.375000 Penalty: 2864.319092
	Iteration 21Q: 3 clusters Score -771422.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -771478.500000 Penalty: 2864.319092
	Iteration 22Q: 3 clusters Score -771478.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -771549.812500 Penalty: 2864.319092
	Iteration 23Q: 3 clusters Score -771549.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -771628.687500 Penalty: 2864.319092
	Iteration 24Q: 3 clusters Score -771628.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -771709.937500 Penalty: 2864.319092
	Iteration 25Q: 3 clusters Score -771709.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -771796.000000 Penalty: 2864.319092
	Iteration 26Q: 3 clusters Score -771796 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -771875.500000 Penalty: 2864.319092
	Iteration 27Q: 3 clusters Score -771875.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -771945.437500 Penalty: 2864.319092
	Iteration 28Q: 3 clusters Score -771945.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -772007.375000 Penalty: 2864.319092
	Iteration 29Q: 3 clusters Score -772007.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -772063.687500 Penalty: 2864.319092
	Iteration 30Q: 3 clusters Score -772063.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -772120.750000 Penalty: 2864.319092
	Iteration 31Q: 3 clusters Score -772120.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -772169.625000 Penalty: 2864.319092
	Iteration 32Q: 3 clusters Score -772169.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -772210.312500 Penalty: 2864.319092
	Iteration 33Q: 3 clusters Score -772210.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -772239.125000 Penalty: 2864.319092
	Iteration 34Q: 3 clusters Score -772239.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -772270.562500 Penalty: 2864.319092
	Iteration 35Q: 3 clusters Score -772270.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -772302.500000 Penalty: 2864.319092
	Iteration 36Q: 3 clusters Score -772302.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -772329.812500 Penalty: 2864.319092
	Iteration 37Q: 3 clusters Score -772329.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -772346.375000 Penalty: 2864.319092
	Iteration 38Q: 3 clusters Score -772346.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -772362.312500 Penalty: 2864.319092
	Iteration 39Q: 3 clusters Score -772362.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -772375.875000 Penalty: 2864.319092
	Iteration 40F: 3 clusters Score -772375.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -772388.750000 Penalty: 2864.319092
	Iteration 41Q: 3 clusters Score -772388.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -772400.437500 Penalty: 2864.319092
	Iteration 42Q: 3 clusters Score -772400.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -772408.875000 Penalty: 2864.319092
	Iteration 43Q: 3 clusters Score -772408.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -772415.062500 Penalty: 2864.319092
	Iteration 44Q: 3 clusters Score -772415.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -772426.625000 Penalty: 2864.319092
	Iteration 45Q: 3 clusters Score -772426.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -772432.937500 Penalty: 2864.319092
	Iteration 46Q: 3 clusters Score -772432.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -772442.437500 Penalty: 2864.319092
	Iteration 47Q: 3 clusters Score -772442.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -772449.625000 Penalty: 2864.319092
	Iteration 48Q: 3 clusters Score -772449.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -772457.875000 Penalty: 2864.319092
	Iteration 49Q: 3 clusters Score -772457.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -772462.750000 Penalty: 2864.319092
	Iteration 50Q: 3 clusters Score -772462.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -772468.500000 Penalty: 2864.319092
	Iteration 51Q: 3 clusters Score -772468.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -772470.312500 Penalty: 2864.319092
	Iteration 52Q: 3 clusters Score -772470.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -772472.812500 Penalty: 2864.319092
	Iteration 53Q: 3 clusters Score -772472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -772475.500000 Penalty: 2864.319092
	Iteration 54Q: 3 clusters Score -772475.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -772477.812500 Penalty: 2864.319092
	Iteration 55Q: 3 clusters Score -772477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -772478.375000 Penalty: 2864.319092
	Iteration 56Q: 3 clusters Score -772478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -772478.375000 Penalty: 2864.319092
	Iteration 57F: 3 clusters Score -772478.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7034 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 10 contains 5076 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29133 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5025 members 
Mstep: Class 20 contains 18580 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44380 members 
Mstep: Class 25 contains 6002 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21089 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4322 members 
Mstep: Class 35 contains 13178 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3944 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87381 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138764.000000 Penalty: 87349.148438
Iteration 199Q: 43 clusters Score -4.013876e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7025 members 
Mstep: Class 3 contains 6188 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6322 members 
Mstep: Class 7 contains 16006 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5295 members 
Mstep: Class 10 contains 5070 members 
Mstep: Class 11 contains 2254 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29137 members 
Mstep: Class 16 contains 3614 members 
Mstep: Class 17 contains 1693 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5040 members 
Mstep: Class 20 contains 18578 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44376 members 
Mstep: Class 25 contains 5979 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9132 members 
Mstep: Class 34 contains 4323 members 
Mstep: Class 35 contains 13181 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3964 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87380 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138768.000000 Penalty: 87349.148438
Iteration 200F: 43 clusters Score -4.013877e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7017 members 
Mstep: Class 3 contains 6186 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 16010 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5291 members 
Mstep: Class 10 contains 5067 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29135 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1691 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5052 members 
Mstep: Class 20 contains 18577 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44378 members 
Mstep: Class 25 contains 5965 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9133 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13184 members 
Mstep: Class 36 contains 6404 members 
Mstep: Class 37 contains 3976 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87383 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138768.000000 Penalty: 87349.148438
Iteration 201Q: 43 clusters Score -4.013877e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7011 members 
Mstep: Class 3 contains 6187 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 16012 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5285 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29134 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1690 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5077 members 
Mstep: Class 20 contains 18573 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44376 members 
Mstep: Class 25 contains 5950 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21090 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9135 members 
Mstep: Class 34 contains 4328 members 
Mstep: Class 35 contains 13187 members 
Mstep: Class 36 contains 6405 members 
Mstep: Class 37 contains 3980 members 
Mstep: Class 38 contains 1363 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87382 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138700.000000 Penalty: 87349.148438
Iteration 202Q: 43 clusters Score -4.01387e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7007 members 
Mstep: Class 3 contains 6190 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6325 members 
Mstep: Class 7 contains 16016 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5099 members 
Mstep: Class 20 contains 18569 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44371 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3663 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4328 members 
Mstep: Class 35 contains 13190 members 
Mstep: Class 36 contains 6407 members 
Mstep: Class 37 contains 3986 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87386 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138712.000000 Penalty: 87349.148438
Iteration 203Q: 43 clusters Score -4.013871e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7005 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 2871 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6323 members 
Mstep: Class 7 contains 16019 members 
Mstep: Class 8 contains 1521 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5065 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5405 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29138 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5113 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44363 members 
Mstep: Class 25 contains 5924 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4326 members 
Mstep: Class 35 contains 13192 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 3987 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87383 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138680.000000 Penalty: 87349.148438
Iteration 204Q: 43 clusters Score -4.013868e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6998 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6320 members 
Mstep: Class 7 contains 16021 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5275 members 
Mstep: Class 10 contains 5063 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5404 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29138 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5125 members 
Mstep: Class 20 contains 18565 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44361 members 
Mstep: Class 25 contains 5920 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4327 members 
Mstep: Class 35 contains 13197 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 3992 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87380 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138704.000000 Penalty: 87349.148438
Iteration 205Q: 43 clusters Score -4.01387e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6988 members 
Mstep: Class 3 contains 6192 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6317 members 
Mstep: Class 7 contains 16023 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5277 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29133 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5142 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44358 members 
Mstep: Class 25 contains 5923 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4329 members 
Mstep: Class 35 contains 13202 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 3998 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87372 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138640.000000 Penalty: 87349.148438
Iteration 206Q: 43 clusters Score -4.013864e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6980 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 2872 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6315 members 
Mstep: Class 7 contains 16027 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5278 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44354 members 
Mstep: Class 25 contains 5922 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3664 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4331 members 
Mstep: Class 35 contains 13206 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 4000 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87372 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138648.000000 Penalty: 87349.148438
Iteration 207Q: 43 clusters Score -4.013865e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6976 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 16030 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29132 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5153 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 44355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21091 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3665 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4332 members 
Mstep: Class 35 contains 13206 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4002 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87374 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138692.000000 Penalty: 87349.148438
Iteration 208Q: 43 clusters Score -4.013869e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6967 members 
Mstep: Class 3 contains 6193 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 16030 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29131 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5162 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1226 members 
Mstep: Class 24 contains 44351 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4332 members 
Mstep: Class 35 contains 13209 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4003 members 
Mstep: Class 38 contains 1364 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87375 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138680.000000 Penalty: 87349.148438
Iteration 209Q: 43 clusters Score -4.013868e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6962 members 
Mstep: Class 3 contains 6195 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 16031 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29130 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5167 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44348 members 
Mstep: Class 25 contains 5916 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4331 members 
Mstep: Class 35 contains 13210 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 4005 members 
Mstep: Class 38 contains 1365 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87375 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138708.000000 Penalty: 87349.148438
Iteration 210Q: 43 clusters Score -4.013871e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6954 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 16035 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5057 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29129 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44346 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4330 members 
Mstep: Class 35 contains 13211 members 
Mstep: Class 36 contains 6407 members 
Mstep: Class 37 contains 4009 members 
Mstep: Class 38 contains 1366 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87373 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138744.000000 Penalty: 87349.148438
Iteration 211Q: 43 clusters Score -4.013874e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6944 members 
Mstep: Class 3 contains 6196 members 
Mstep: Class 4 contains 2873 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 16036 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29128 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44343 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4330 members 
Mstep: Class 35 contains 13213 members 
Mstep: Class 36 contains 6408 members 
Mstep: Class 37 contains 4016 members 
Mstep: Class 38 contains 1367 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87372 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138748.000000 Penalty: 87349.148438
Iteration 212Q: 43 clusters Score -4.013875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6936 members 
Mstep: Class 3 contains 6197 members 
Mstep: Class 4 contains 2874 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6309 members 
Mstep: Class 7 contains 16037 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29126 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5177 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44342 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4330 members 
Mstep: Class 35 contains 13215 members 
Mstep: Class 36 contains 6410 members 
Mstep: Class 37 contains 4022 members 
Mstep: Class 38 contains 1367 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87372 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138720.000000 Penalty: 87349.148438
Iteration 213Q: 43 clusters Score -4.013872e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6925 members 
Mstep: Class 3 contains 6198 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6310 members 
Mstep: Class 7 contains 16036 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29123 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5179 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44343 members 
Mstep: Class 25 contains 5916 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3666 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4330 members 
Mstep: Class 35 contains 13218 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4027 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87373 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138704.000000 Penalty: 87349.148438
Iteration 214Q: 43 clusters Score -4.01387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6913 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 2875 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 16036 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29122 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44342 members 
Mstep: Class 25 contains 5915 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4330 members 
Mstep: Class 35 contains 13223 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4035 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87372 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138764.000000 Penalty: 87349.148438
Iteration 215Q: 43 clusters Score -4.013876e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 6201 members 
Mstep: Class 4 contains 2876 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16036 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5055 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29121 members 
Mstep: Class 16 contains 3612 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5186 members 
Mstep: Class 20 contains 18561 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44340 members 
Mstep: Class 25 contains 5916 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4330 members 
Mstep: Class 35 contains 13229 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4040 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138744.000000 Penalty: 87349.148438
Iteration 216Q: 43 clusters Score -4.013874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6894 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2880 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 16036 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5056 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29120 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44339 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4329 members 
Mstep: Class 35 contains 13233 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4043 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138756.000000 Penalty: 87349.148438
Iteration 217Q: 43 clusters Score -4.013876e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6886 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2881 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 16037 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29119 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 18560 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44341 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4328 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4046 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87368 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138732.000000 Penalty: 87349.148438
Iteration 218Q: 43 clusters Score -4.013873e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6877 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 16038 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29118 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5183 members 
Mstep: Class 20 contains 18562 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44342 members 
Mstep: Class 25 contains 5917 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21092 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4326 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6410 members 
Mstep: Class 37 contains 4051 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87368 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138712.000000 Penalty: 87349.148438
Iteration 219Q: 43 clusters Score -4.013871e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6873 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 16039 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5279 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5182 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44342 members 
Mstep: Class 25 contains 5916 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4057 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87368 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138704.000000 Penalty: 87349.148438
Iteration 220F: 43 clusters Score -4.01387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6866 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6314 members 
Mstep: Class 7 contains 16041 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5280 members 
Mstep: Class 10 contains 5058 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5184 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44343 members 
Mstep: Class 25 contains 5913 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4324 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4063 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87368 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138696.000000 Penalty: 87349.148438
Iteration 221Q: 43 clusters Score -4.01387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6861 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6313 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5281 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5910 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4324 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4065 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87368 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138708.000000 Penalty: 87349.148438
Iteration 222Q: 43 clusters Score -4.013871e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6202 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18564 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138700.000000 Penalty: 87349.148438
Iteration 223Q: 43 clusters Score -4.01387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6203 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29117 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138700.000000 Penalty: 87349.148438
Iteration 224Q: 43 clusters Score -4.01387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138688.000000 Penalty: 87349.148438
Iteration 225Q: 43 clusters Score -4.013869e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138688.000000 Penalty: 87349.148438
Iteration 226F: 43 clusters Score -4.013869e+07 nChanged 0
Entering ConstructFrom: 
Score: -40138688.000000 Penalty: 87349.148438
Entering ConstructFrom: 
Trying to split cluster 1 (643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Entering Unmasked Estep 
Score: -57010.011719 Penalty: 1050.748535
	Iteration 0F: 2 clusters Score -57010.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -55931.054688 Penalty: 2101.497070
	Iteration 0F: 3 clusters Score -55931.05 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56333.515625 Penalty: 2101.497070
	Iteration 1F: 3 clusters Score -56333.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -56591.687500 Penalty: 2101.497070
	Iteration 2F: 3 clusters Score -56591.69 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -56763.269531 Penalty: 2101.497070
	Iteration 3F: 3 clusters Score -56763.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -56896.164062 Penalty: 2101.497070
	Iteration 4Q: 3 clusters Score -56896.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -57048.015625 Penalty: 2101.497070
	Iteration 5Q: 3 clusters Score -57048.02 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57208.144531 Penalty: 2101.497070
	Iteration 6F: 3 clusters Score -57208.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -57361.625000 Penalty: 2101.497070
	Iteration 7Q: 3 clusters Score -57361.62 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57518.894531 Penalty: 2101.497070
	Iteration 8Q: 3 clusters Score -57518.89 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -57612.253906 Penalty: 2101.497070
	Iteration 9Q: 3 clusters Score -57612.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -57664.582031 Penalty: 2101.497070
	Iteration 10Q: 3 clusters Score -57664.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -57700.539062 Penalty: 2101.497070
	Iteration 11Q: 3 clusters Score -57700.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57709.125000 Penalty: 2101.497070
	Iteration 12Q: 3 clusters Score -57709.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57716.757812 Penalty: 2101.497070
	Iteration 13Q: 3 clusters Score -57716.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -57725.488281 Penalty: 2101.497070
	Iteration 14Q: 3 clusters Score -57725.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57753.332031 Penalty: 2101.497070
	Iteration 15Q: 3 clusters Score -57753.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57781.042969 Penalty: 2101.497070
	Iteration 16Q: 3 clusters Score -57781.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57796.355469 Penalty: 2101.497070
	Iteration 17Q: 3 clusters Score -57796.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -57798.632812 Penalty: 2101.497070
	Iteration 18Q: 3 clusters Score -57798.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57802.476562 Penalty: 2101.497070
	Iteration 19Q: 3 clusters Score -57802.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57821.152344 Penalty: 2101.497070
	Iteration 20F: 3 clusters Score -57821.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57845.546875 Penalty: 2101.497070
	Iteration 21Q: 3 clusters Score -57845.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57863.347656 Penalty: 2101.497070
	Iteration 22Q: 3 clusters Score -57863.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57870.199219 Penalty: 2101.497070
	Iteration 23Q: 3 clusters Score -57870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -57870.199219 Penalty: 2101.497070
	Iteration 24F: 3 clusters Score -57870.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Mstep: Class 43 contains 203 members 
Entering Unmasked Estep 
Score: -40138492.000000 Penalty: 89428.890625
Splitting cluster 1 changes total score from -40138688.000000 to -40138492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (6860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Entering Unmasked Estep 
Score: -767358.500000 Penalty: 1435.437744
	Iteration 0F: 2 clusters Score -767358.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -762227.062500 Penalty: 2870.875488
	Iteration 0F: 3 clusters Score -762227.1 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -763899.250000 Penalty: 2870.875488
	Iteration 1F: 3 clusters Score -763899.2 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -764276.187500 Penalty: 2870.875488
	Iteration 2F: 3 clusters Score -764276.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -764687.250000 Penalty: 2870.875488
	Iteration 3F: 3 clusters Score -764687.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -765132.375000 Penalty: 2870.875488
	Iteration 4F: 3 clusters Score -765132.4 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -765613.187500 Penalty: 2870.875488
	Iteration 5F: 3 clusters Score -765613.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -766135.937500 Penalty: 2870.875488
	Iteration 6F: 3 clusters Score -766135.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -766599.625000 Penalty: 2870.875488
	Iteration 7F: 3 clusters Score -766599.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -766894.937500 Penalty: 2870.875488
	Iteration 8Q: 3 clusters Score -766894.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -767032.562500 Penalty: 2870.875488
	Iteration 9Q: 3 clusters Score -767032.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -767102.812500 Penalty: 2870.875488
	Iteration 10Q: 3 clusters Score -767102.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -767155.250000 Penalty: 2870.875488
	Iteration 11Q: 3 clusters Score -767155.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -767182.500000 Penalty: 2870.875488
	Iteration 12Q: 3 clusters Score -767182.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -767197.000000 Penalty: 2870.875488
	Iteration 13Q: 3 clusters Score -767197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -767208.687500 Penalty: 2870.875488
	Iteration 14Q: 3 clusters Score -767208.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -767211.750000 Penalty: 2870.875488
	Iteration 15Q: 3 clusters Score -767211.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -767215.375000 Penalty: 2870.875488
	Iteration 16Q: 3 clusters Score -767215.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -767217.437500 Penalty: 2870.875488
	Iteration 17Q: 3 clusters Score -767217.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -767218.500000 Penalty: 2870.875488
	Iteration 18Q: 3 clusters Score -767218.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -767219.500000 Penalty: 2870.875488
	Iteration 19Q: 3 clusters Score -767219.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -767220.375000 Penalty: 2870.875488
	Iteration 20F: 3 clusters Score -767220.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -767217.687500 Penalty: 2870.875488
	Iteration 21Q: 3 clusters Score -767217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -767220.000000 Penalty: 2870.875488
	Iteration 22Q: 3 clusters Score -767220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -767220.562500 Penalty: 2870.875488
	Iteration 23Q: 3 clusters Score -767220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -767220.625000 Penalty: 2870.875488
	Iteration 24Q: 3 clusters Score -767220.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -767221.312500 Penalty: 2870.875488
	Iteration 25Q: 3 clusters Score -767221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -767221.375000 Penalty: 2870.875488
	Iteration 26Q: 3 clusters Score -767221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -767221.375000 Penalty: 2870.875488
	Iteration 27F: 3 clusters Score -767221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Entering Unmasked Estep 
Score: -729525.687500 Penalty: 1419.104248
	Iteration 0F: 2 clusters Score -729525.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -724793.312500 Penalty: 2838.208496
	Iteration 0F: 3 clusters Score -724793.3 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -726143.062500 Penalty: 2838.208496
	Iteration 1F: 3 clusters Score -726143.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -726339.062500 Penalty: 2838.208496
	Iteration 2F: 3 clusters Score -726339.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -726507.625000 Penalty: 2838.208496
	Iteration 3F: 3 clusters Score -726507.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -726662.687500 Penalty: 2838.208496
	Iteration 4Q: 3 clusters Score -726662.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -726823.312500 Penalty: 2838.208496
	Iteration 5Q: 3 clusters Score -726823.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -726995.375000 Penalty: 2838.208496
	Iteration 6Q: 3 clusters Score -726995.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -727180.062500 Penalty: 2838.208496
	Iteration 7Q: 3 clusters Score -727180.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -727349.812500 Penalty: 2838.208496
	Iteration 8Q: 3 clusters Score -727349.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -727511.625000 Penalty: 2838.208496
	Iteration 9Q: 3 clusters Score -727511.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -727670.562500 Penalty: 2838.208496
	Iteration 10Q: 3 clusters Score -727670.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -727819.562500 Penalty: 2838.208496
	Iteration 11Q: 3 clusters Score -727819.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -727928.875000 Penalty: 2838.208496
	Iteration 12Q: 3 clusters Score -727928.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -728011.187500 Penalty: 2838.208496
	Iteration 13Q: 3 clusters Score -728011.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -728064.312500 Penalty: 2838.208496
	Iteration 14Q: 3 clusters Score -728064.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -728104.500000 Penalty: 2838.208496
	Iteration 15Q: 3 clusters Score -728104.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -728142.812500 Penalty: 2838.208496
	Iteration 16Q: 3 clusters Score -728142.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -728170.812500 Penalty: 2838.208496
	Iteration 17Q: 3 clusters Score -728170.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -728194.687500 Penalty: 2838.208496
	Iteration 18Q: 3 clusters Score -728194.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -728206.812500 Penalty: 2838.208496
	Iteration 19Q: 3 clusters Score -728206.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -728212.812500 Penalty: 2838.208496
	Iteration 20F: 3 clusters Score -728212.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -728221.437500 Penalty: 2838.208496
	Iteration 21Q: 3 clusters Score -728221.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -728232.875000 Penalty: 2838.208496
	Iteration 22Q: 3 clusters Score -728232.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -728240.812500 Penalty: 2838.208496
	Iteration 23Q: 3 clusters Score -728240.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -728245.375000 Penalty: 2838.208496
	Iteration 24Q: 3 clusters Score -728245.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -728251.187500 Penalty: 2838.208496
	Iteration 25Q: 3 clusters Score -728251.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -728261.812500 Penalty: 2838.208496
	Iteration 26Q: 3 clusters Score -728261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -728269.250000 Penalty: 2838.208496
	Iteration 27Q: 3 clusters Score -728269.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -728272.500000 Penalty: 2838.208496
	Iteration 28Q: 3 clusters Score -728272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -728275.875000 Penalty: 2838.208496
	Iteration 29Q: 3 clusters Score -728275.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -728277.625000 Penalty: 2838.208496
	Iteration 30Q: 3 clusters Score -728277.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -728279.687500 Penalty: 2838.208496
	Iteration 31Q: 3 clusters Score -728279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -728283.812500 Penalty: 2838.208496
	Iteration 32Q: 3 clusters Score -728283.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -728287.875000 Penalty: 2838.208496
	Iteration 33Q: 3 clusters Score -728287.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -728289.625000 Penalty: 2838.208496
	Iteration 34Q: 3 clusters Score -728289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -728294.750000 Penalty: 2838.208496
	Iteration 35Q: 3 clusters Score -728294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -728294.250000 Penalty: 2838.208496
	Iteration 36Q: 3 clusters Score -728294.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -728294.250000 Penalty: 2838.208496
	Iteration 37F: 3 clusters Score -728294.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Entering Unmasked Estep 
Score: -323643.000000 Penalty: 1294.514038
	Iteration 0F: 2 clusters Score -323643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -321021.656250 Penalty: 2589.028076
	Iteration 0F: 3 clusters Score -321021.7 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -321660.718750 Penalty: 2589.028076
	Iteration 1F: 3 clusters Score -321660.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -321851.156250 Penalty: 2589.028076
	Iteration 2F: 3 clusters Score -321851.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -321950.281250 Penalty: 2589.028076
	Iteration 3F: 3 clusters Score -321950.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -322029.062500 Penalty: 2589.028076
	Iteration 4Q: 3 clusters Score -322029.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -322089.687500 Penalty: 2589.028076
	Iteration 5Q: 3 clusters Score -322089.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -322129.312500 Penalty: 2589.028076
	Iteration 6Q: 3 clusters Score -322129.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -322155.468750 Penalty: 2589.028076
	Iteration 7Q: 3 clusters Score -322155.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -322176.906250 Penalty: 2589.028076
	Iteration 8Q: 3 clusters Score -322176.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -322195.187500 Penalty: 2589.028076
	Iteration 9Q: 3 clusters Score -322195.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -322212.531250 Penalty: 2589.028076
	Iteration 10Q: 3 clusters Score -322212.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -322226.312500 Penalty: 2589.028076
	Iteration 11Q: 3 clusters Score -322226.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -322234.562500 Penalty: 2589.028076
	Iteration 12Q: 3 clusters Score -322234.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -322241.781250 Penalty: 2589.028076
	Iteration 13Q: 3 clusters Score -322241.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -322247.156250 Penalty: 2589.028076
	Iteration 14Q: 3 clusters Score -322247.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -322252.031250 Penalty: 2589.028076
	Iteration 15Q: 3 clusters Score -322252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -322257.312500 Penalty: 2589.028076
	Iteration 16Q: 3 clusters Score -322257.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -322268.968750 Penalty: 2589.028076
	Iteration 17Q: 3 clusters Score -322269 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -322274.593750 Penalty: 2589.028076
	Iteration 18Q: 3 clusters Score -322274.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322281.375000 Penalty: 2589.028076
	Iteration 19Q: 3 clusters Score -322281.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -322287.812500 Penalty: 2589.028076
	Iteration 20F: 3 clusters Score -322287.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -322293.000000 Penalty: 2589.028076
	Iteration 21Q: 3 clusters Score -322293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322298.875000 Penalty: 2589.028076
	Iteration 22Q: 3 clusters Score -322298.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322304.687500 Penalty: 2589.028076
	Iteration 23Q: 3 clusters Score -322304.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -322307.625000 Penalty: 2589.028076
	Iteration 24Q: 3 clusters Score -322307.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -322310.937500 Penalty: 2589.028076
	Iteration 25Q: 3 clusters Score -322310.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -322313.687500 Penalty: 2589.028076
	Iteration 26Q: 3 clusters Score -322313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -322316.812500 Penalty: 2589.028076
	Iteration 27Q: 3 clusters Score -322316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322317.750000 Penalty: 2589.028076
	Iteration 28Q: 3 clusters Score -322317.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -322318.718750 Penalty: 2589.028076
	Iteration 29Q: 3 clusters Score -322318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -322321.218750 Penalty: 2589.028076
	Iteration 30Q: 3 clusters Score -322321.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -322323.875000 Penalty: 2589.028076
	Iteration 31Q: 3 clusters Score -322323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -322324.343750 Penalty: 2589.028076
	Iteration 32Q: 3 clusters Score -322324.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322325.531250 Penalty: 2589.028076
	Iteration 33Q: 3 clusters Score -322325.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -322325.531250 Penalty: 2589.028076
	Iteration 34F: 3 clusters Score -322325.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -246222.875000 Penalty: 1253.562500
	Iteration 0F: 2 clusters Score -246222.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -244032.343750 Penalty: 2507.125000
	Iteration 0F: 3 clusters Score -244032.3 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -244564.250000 Penalty: 2507.125000
	Iteration 1F: 3 clusters Score -244564.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -244743.625000 Penalty: 2507.125000
	Iteration 2F: 3 clusters Score -244743.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -244947.812500 Penalty: 2507.125000
	Iteration 3F: 3 clusters Score -244947.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -245161.781250 Penalty: 2507.125000
	Iteration 4F: 3 clusters Score -245161.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -245409.234375 Penalty: 2507.125000
	Iteration 5F: 3 clusters Score -245409.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -245639.843750 Penalty: 2507.125000
	Iteration 6F: 3 clusters Score -245639.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245818.078125 Penalty: 2507.125000
	Iteration 7F: 3 clusters Score -245818.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -245885.531250 Penalty: 2507.125000
	Iteration 8Q: 3 clusters Score -245885.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -245923.437500 Penalty: 2507.125000
	Iteration 9Q: 3 clusters Score -245923.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -245954.328125 Penalty: 2507.125000
	Iteration 10Q: 3 clusters Score -245954.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -245962.031250 Penalty: 2507.125000
	Iteration 11Q: 3 clusters Score -245962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -245965.546875 Penalty: 2507.125000
	Iteration 12Q: 3 clusters Score -245965.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -245968.968750 Penalty: 2507.125000
	Iteration 13Q: 3 clusters Score -245969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -245975.453125 Penalty: 2507.125000
	Iteration 14Q: 3 clusters Score -245975.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245979.734375 Penalty: 2507.125000
	Iteration 15Q: 3 clusters Score -245979.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245985.015625 Penalty: 2507.125000
	Iteration 16Q: 3 clusters Score -245985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -245990.875000 Penalty: 2507.125000
	Iteration 17Q: 3 clusters Score -245990.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -245993.953125 Penalty: 2507.125000
	Iteration 18Q: 3 clusters Score -245994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -245996.265625 Penalty: 2507.125000
	Iteration 19Q: 3 clusters Score -245996.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -245998.093750 Penalty: 2507.125000
	Iteration 20F: 3 clusters Score -245998.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -245999.765625 Penalty: 2507.125000
	Iteration 21Q: 3 clusters Score -245999.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -246000.828125 Penalty: 2507.125000
	Iteration 22Q: 3 clusters Score -246000.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246002.031250 Penalty: 2507.125000
	Iteration 23Q: 3 clusters Score -246002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -246003.390625 Penalty: 2507.125000
	Iteration 24Q: 3 clusters Score -246003.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -246004.015625 Penalty: 2507.125000
	Iteration 25Q: 3 clusters Score -246004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -246004.859375 Penalty: 2507.125000
	Iteration 26Q: 3 clusters Score -246004.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -246005.156250 Penalty: 2507.125000
	Iteration 27Q: 3 clusters Score -246005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -246005.765625 Penalty: 2507.125000
	Iteration 28Q: 3 clusters Score -246005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -246006.484375 Penalty: 2507.125000
	Iteration 29Q: 3 clusters Score -246006.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -246006.484375 Penalty: 2507.125000
	Iteration 30F: 3 clusters Score -246006.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Entering Unmasked Estep 
Score: -652114.687500 Penalty: 1421.908813
	Iteration 0F: 2 clusters Score -652114.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -647332.437500 Penalty: 2843.817627
	Iteration 0F: 3 clusters Score -647332.4 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -649057.312500 Penalty: 2843.817627
	Iteration 1F: 3 clusters Score -649057.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -649555.625000 Penalty: 2843.817627
	Iteration 2F: 3 clusters Score -649555.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -650096.562500 Penalty: 2843.817627
	Iteration 3F: 3 clusters Score -650096.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -650559.875000 Penalty: 2843.817627
	Iteration 4F: 3 clusters Score -650559.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -650949.125000 Penalty: 2843.817627
	Iteration 5F: 3 clusters Score -650949.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -651162.312500 Penalty: 2843.817627
	Iteration 6F: 3 clusters Score -651162.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -651279.937500 Penalty: 2843.817627
	Iteration 7Q: 3 clusters Score -651279.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -651363.187500 Penalty: 2843.817627
	Iteration 8Q: 3 clusters Score -651363.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -651432.125000 Penalty: 2843.817627
	Iteration 9Q: 3 clusters Score -651432.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -651485.812500 Penalty: 2843.817627
	Iteration 10Q: 3 clusters Score -651485.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -651534.312500 Penalty: 2843.817627
	Iteration 11Q: 3 clusters Score -651534.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -651572.812500 Penalty: 2843.817627
	Iteration 12Q: 3 clusters Score -651572.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -651602.812500 Penalty: 2843.817627
	Iteration 13Q: 3 clusters Score -651602.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -651626.812500 Penalty: 2843.817627
	Iteration 14Q: 3 clusters Score -651626.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -651653.750000 Penalty: 2843.817627
	Iteration 15Q: 3 clusters Score -651653.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -651686.375000 Penalty: 2843.817627
	Iteration 16Q: 3 clusters Score -651686.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -651713.625000 Penalty: 2843.817627
	Iteration 17Q: 3 clusters Score -651713.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -651745.125000 Penalty: 2843.817627
	Iteration 18Q: 3 clusters Score -651745.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -651780.687500 Penalty: 2843.817627
	Iteration 19Q: 3 clusters Score -651780.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -651814.125000 Penalty: 2843.817627
	Iteration 20F: 3 clusters Score -651814.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -651840.062500 Penalty: 2843.817627
	Iteration 21Q: 3 clusters Score -651840.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -651883.812500 Penalty: 2843.817627
	Iteration 22Q: 3 clusters Score -651883.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -651923.875000 Penalty: 2843.817627
	Iteration 23Q: 3 clusters Score -651923.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -651958.625000 Penalty: 2843.817627
	Iteration 24Q: 3 clusters Score -651958.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -651988.562500 Penalty: 2843.817627
	Iteration 25Q: 3 clusters Score -651988.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -652007.375000 Penalty: 2843.817627
	Iteration 26Q: 3 clusters Score -652007.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -652021.250000 Penalty: 2843.817627
	Iteration 27Q: 3 clusters Score -652021.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -652036.500000 Penalty: 2843.817627
	Iteration 28Q: 3 clusters Score -652036.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -652054.375000 Penalty: 2843.817627
	Iteration 29Q: 3 clusters Score -652054.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -652063.125000 Penalty: 2843.817627
	Iteration 30Q: 3 clusters Score -652063.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -652069.062500 Penalty: 2843.817627
	Iteration 31Q: 3 clusters Score -652069.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -652074.937500 Penalty: 2843.817627
	Iteration 32Q: 3 clusters Score -652074.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -652079.125000 Penalty: 2843.817627
	Iteration 33Q: 3 clusters Score -652079.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -652083.500000 Penalty: 2843.817627
	Iteration 34Q: 3 clusters Score -652083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -652082.937500 Penalty: 2843.817627
	Iteration 35Q: 3 clusters Score -652082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -652084.062500 Penalty: 2843.817627
	Iteration 36Q: 3 clusters Score -652084.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -652083.750000 Penalty: 2843.817627
	Iteration 37Q: 3 clusters Score -652083.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -652084.937500 Penalty: 2843.817627
	Iteration 38Q: 3 clusters Score -652084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -652087.062500 Penalty: 2843.817627
	Iteration 39Q: 3 clusters Score -652087.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -652087.437500 Penalty: 2843.817627
	Iteration 40F: 3 clusters Score -652087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -652087.375000 Penalty: 2843.817627
	Iteration 41Q: 3 clusters Score -652087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -652086.750000 Penalty: 2843.817627
	Iteration 42Q: 3 clusters Score -652086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -652087.687500 Penalty: 2843.817627
	Iteration 43Q: 3 clusters Score -652087.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -652088.062500 Penalty: 2843.817627
	Iteration 44Q: 3 clusters Score -652088.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -652088.500000 Penalty: 2843.817627
	Iteration 45Q: 3 clusters Score -652088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -652087.750000 Penalty: 2843.817627
	Iteration 46Q: 3 clusters Score -652087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -652089.937500 Penalty: 2843.817627
	Iteration 47Q: 3 clusters Score -652089.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -652088.687500 Penalty: 2843.817627
	Iteration 48Q: 3 clusters Score -652088.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -652091.562500 Penalty: 2843.817627
	Iteration 49Q: 3 clusters Score -652091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -652090.562500 Penalty: 2843.817627
	Iteration 50Q: 3 clusters Score -652090.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -652090.562500 Penalty: 2843.817627
	Iteration 51F: 3 clusters Score -652090.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Entering Unmasked Estep 
Score: -1839058.500000 Penalty: 1573.481812
	Iteration 0F: 2 clusters Score -1839058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1828051.625000 Penalty: 3146.963623
	Iteration 0F: 3 clusters Score -1828052 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1832108.500000 Penalty: 3146.963623
	Iteration 1F: 3 clusters Score -1832108 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1832586.000000 Penalty: 3146.963623
	Iteration 2F: 3 clusters Score -1832586 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1833097.375000 Penalty: 3146.963623
	Iteration 3F: 3 clusters Score -1833097 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1833664.875000 Penalty: 3146.963623
	Iteration 4F: 3 clusters Score -1833665 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -1834266.625000 Penalty: 3146.963623
	Iteration 5F: 3 clusters Score -1834267 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -1834947.000000 Penalty: 3146.963623
	Iteration 6F: 3 clusters Score -1834947 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -1835669.750000 Penalty: 3146.963623
	Iteration 7F: 3 clusters Score -1835670 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1836292.250000 Penalty: 3146.963623
	Iteration 8Q: 3 clusters Score -1836292 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -1836750.500000 Penalty: 3146.963623
	Iteration 9Q: 3 clusters Score -1836750 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1837071.875000 Penalty: 3146.963623
	Iteration 10Q: 3 clusters Score -1837072 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1837277.250000 Penalty: 3146.963623
	Iteration 11Q: 3 clusters Score -1837277 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -1837391.500000 Penalty: 3146.963623
	Iteration 12Q: 3 clusters Score -1837392 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1837475.250000 Penalty: 3146.963623
	Iteration 13Q: 3 clusters Score -1837475 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1837553.875000 Penalty: 3146.963623
	Iteration 14Q: 3 clusters Score -1837554 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -1837617.000000 Penalty: 3146.963623
	Iteration 15Q: 3 clusters Score -1837617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -1837651.000000 Penalty: 3146.963623
	Iteration 16Q: 3 clusters Score -1837651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1837661.625000 Penalty: 3146.963623
	Iteration 17Q: 3 clusters Score -1837662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1837688.125000 Penalty: 3146.963623
	Iteration 18Q: 3 clusters Score -1837688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -1837698.625000 Penalty: 3146.963623
	Iteration 19Q: 3 clusters Score -1837699 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -1837710.125000 Penalty: 3146.963623
	Iteration 20F: 3 clusters Score -1837710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1837715.250000 Penalty: 3146.963623
	Iteration 21Q: 3 clusters Score -1837715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1837712.625000 Penalty: 3146.963623
	Iteration 22Q: 3 clusters Score -1837713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -1837712.625000 Penalty: 3146.963623
	Iteration 23F: 3 clusters Score -1837713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -166174.000000 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -166174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -164433.703125 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -164433.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -164852.578125 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -164852.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -164990.000000 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -164990 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -165103.625000 Penalty: 2381.101318
	Iteration 3F: 3 clusters Score -165103.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165181.640625 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -165181.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165236.015625 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -165236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -165313.171875 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -165313.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165376.859375 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -165376.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -165436.656250 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -165436.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -165476.031250 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -165476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -165519.546875 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -165519.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165579.078125 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -165579.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -165643.468750 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -165643.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -165688.515625 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -165688.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -165729.828125 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -165729.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165767.156250 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -165767.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165795.984375 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -165796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165811.125000 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -165811.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -165822.765625 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -165822.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165836.031250 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -165836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165855.828125 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -165855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -165867.781250 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -165867.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -165877.859375 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -165877.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165880.109375 Penalty: 2381.101318
	Iteration 23Q: 3 clusters Score -165880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165881.140625 Penalty: 2381.101318
	Iteration 24Q: 3 clusters Score -165881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -165881.140625 Penalty: 2381.101318
	Iteration 25F: 3 clusters Score -165881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -600087.875000 Penalty: 1392.959717
	Iteration 0F: 2 clusters Score -600087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -595900.062500 Penalty: 2785.919434
	Iteration 0F: 3 clusters Score -595900.1 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -597026.812500 Penalty: 2785.919434
	Iteration 1F: 3 clusters Score -597026.8 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -597194.750000 Penalty: 2785.919434
	Iteration 2F: 3 clusters Score -597194.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -597317.375000 Penalty: 2785.919434
	Iteration 3F: 3 clusters Score -597317.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -597401.312500 Penalty: 2785.919434
	Iteration 4Q: 3 clusters Score -597401.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -597464.875000 Penalty: 2785.919434
	Iteration 5Q: 3 clusters Score -597464.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -597521.750000 Penalty: 2785.919434
	Iteration 6Q: 3 clusters Score -597521.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -597574.562500 Penalty: 2785.919434
	Iteration 7Q: 3 clusters Score -597574.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -597630.000000 Penalty: 2785.919434
	Iteration 8Q: 3 clusters Score -597630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -597700.250000 Penalty: 2785.919434
	Iteration 9Q: 3 clusters Score -597700.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -597779.750000 Penalty: 2785.919434
	Iteration 10Q: 3 clusters Score -597779.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -597890.250000 Penalty: 2785.919434
	Iteration 11Q: 3 clusters Score -597890.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -598045.062500 Penalty: 2785.919434
	Iteration 12Q: 3 clusters Score -598045.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -598274.187500 Penalty: 2785.919434
	Iteration 13Q: 3 clusters Score -598274.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -598533.437500 Penalty: 2785.919434
	Iteration 14Q: 3 clusters Score -598533.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -598798.687500 Penalty: 2785.919434
	Iteration 15Q: 3 clusters Score -598798.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -599103.437500 Penalty: 2785.919434
	Iteration 16Q: 3 clusters Score -599103.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -599425.875000 Penalty: 2785.919434
	Iteration 17Q: 3 clusters Score -599425.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -599643.375000 Penalty: 2785.919434
	Iteration 18Q: 3 clusters Score -599643.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -599744.125000 Penalty: 2785.919434
	Iteration 19Q: 3 clusters Score -599744.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -599808.750000 Penalty: 2785.919434
	Iteration 20F: 3 clusters Score -599808.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -599864.062500 Penalty: 2785.919434
	Iteration 21Q: 3 clusters Score -599864.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -599906.875000 Penalty: 2785.919434
	Iteration 22Q: 3 clusters Score -599906.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -599946.937500 Penalty: 2785.919434
	Iteration 23Q: 3 clusters Score -599946.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -599983.375000 Penalty: 2785.919434
	Iteration 24Q: 3 clusters Score -599983.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -600020.000000 Penalty: 2785.919434
	Iteration 25Q: 3 clusters Score -600020 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -600055.437500 Penalty: 2785.919434
	Iteration 26Q: 3 clusters Score -600055.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -600076.687500 Penalty: 2785.919434
	Iteration 27Q: 3 clusters Score -600076.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -600102.812500 Penalty: 2785.919434
	Iteration 28Q: 3 clusters Score -600102.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -600116.187500 Penalty: 2785.919434
	Iteration 29Q: 3 clusters Score -600116.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -600125.437500 Penalty: 2785.919434
	Iteration 30Q: 3 clusters Score -600125.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -600131.750000 Penalty: 2785.919434
	Iteration 31Q: 3 clusters Score -600131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -600134.375000 Penalty: 2785.919434
	Iteration 32Q: 3 clusters Score -600134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -600134.500000 Penalty: 2785.919434
	Iteration 33Q: 3 clusters Score -600134.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -600136.500000 Penalty: 2785.919434
	Iteration 34Q: 3 clusters Score -600136.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -600138.250000 Penalty: 2785.919434
	Iteration 35Q: 3 clusters Score -600138.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -600139.937500 Penalty: 2785.919434
	Iteration 36Q: 3 clusters Score -600139.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -600141.062500 Penalty: 2785.919434
	Iteration 37Q: 3 clusters Score -600141.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -600142.062500 Penalty: 2785.919434
	Iteration 38Q: 3 clusters Score -600142.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -600142.625000 Penalty: 2785.919434
	Iteration 39Q: 3 clusters Score -600142.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -600143.875000 Penalty: 2785.919434
	Iteration 40F: 3 clusters Score -600143.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -600144.750000 Penalty: 2785.919434
	Iteration 41Q: 3 clusters Score -600144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -600144.937500 Penalty: 2785.919434
	Iteration 42Q: 3 clusters Score -600144.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -600146.187500 Penalty: 2785.919434
	Iteration 43Q: 3 clusters Score -600146.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -600148.312500 Penalty: 2785.919434
	Iteration 44Q: 3 clusters Score -600148.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -600149.812500 Penalty: 2785.919434
	Iteration 45Q: 3 clusters Score -600149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -600150.875000 Penalty: 2785.919434
	Iteration 46Q: 3 clusters Score -600150.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -600150.562500 Penalty: 2785.919434
	Iteration 47Q: 3 clusters Score -600150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -600149.625000 Penalty: 2785.919434
	Iteration 48Q: 3 clusters Score -600149.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -600151.687500 Penalty: 2785.919434
	Iteration 49Q: 3 clusters Score -600151.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -600154.750000 Penalty: 2785.919434
	Iteration 50Q: 3 clusters Score -600154.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -600156.125000 Penalty: 2785.919434
	Iteration 51Q: 3 clusters Score -600156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -600157.500000 Penalty: 2785.919434
	Iteration 52Q: 3 clusters Score -600157.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -600157.562500 Penalty: 2785.919434
	Iteration 53Q: 3 clusters Score -600157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -600156.875000 Penalty: 2785.919434
	Iteration 54Q: 3 clusters Score -600156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -600157.875000 Penalty: 2785.919434
	Iteration 55Q: 3 clusters Score -600157.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -600158.000000 Penalty: 2785.919434
	Iteration 56Q: 3 clusters Score -600158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -600159.750000 Penalty: 2785.919434
	Iteration 57Q: 3 clusters Score -600159.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -600159.875000 Penalty: 2785.919434
	Iteration 58Q: 3 clusters Score -600159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -600160.125000 Penalty: 2785.919434
	Iteration 59Q: 3 clusters Score -600160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -600160.125000 Penalty: 2785.919434
	Iteration 60F: 3 clusters Score -600160.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 3292 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Mstep: Class 43 contains 1990 members 
Entering Unmasked Estep 
Score: -40138124.000000 Penalty: 89428.890625
Splitting cluster 9 changes total score from -40138688.000000 to -40138124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -572546.750000 Penalty: 1385.950195
	Iteration 0F: 2 clusters Score -572546.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -568562.687500 Penalty: 2771.900391
	Iteration 0F: 3 clusters Score -568562.7 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -569631.562500 Penalty: 2771.900391
	Iteration 1F: 3 clusters Score -569631.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -569796.875000 Penalty: 2771.900391
	Iteration 2F: 3 clusters Score -569796.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -569916.062500 Penalty: 2771.900391
	Iteration 3Q: 3 clusters Score -569916.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -570027.250000 Penalty: 2771.900391
	Iteration 4Q: 3 clusters Score -570027.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -570132.312500 Penalty: 2771.900391
	Iteration 5Q: 3 clusters Score -570132.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -570269.125000 Penalty: 2771.900391
	Iteration 6Q: 3 clusters Score -570269.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -570446.187500 Penalty: 2771.900391
	Iteration 7Q: 3 clusters Score -570446.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -570639.437500 Penalty: 2771.900391
	Iteration 8Q: 3 clusters Score -570639.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -570848.562500 Penalty: 2771.900391
	Iteration 9F: 3 clusters Score -570848.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -571016.062500 Penalty: 2771.900391
	Iteration 10Q: 3 clusters Score -571016.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -571144.687500 Penalty: 2771.900391
	Iteration 11Q: 3 clusters Score -571144.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -571217.812500 Penalty: 2771.900391
	Iteration 12Q: 3 clusters Score -571217.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -571266.125000 Penalty: 2771.900391
	Iteration 13Q: 3 clusters Score -571266.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -571307.062500 Penalty: 2771.900391
	Iteration 14Q: 3 clusters Score -571307.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -571337.562500 Penalty: 2771.900391
	Iteration 15Q: 3 clusters Score -571337.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -571369.375000 Penalty: 2771.900391
	Iteration 16Q: 3 clusters Score -571369.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -571384.250000 Penalty: 2771.900391
	Iteration 17Q: 3 clusters Score -571384.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -571391.687500 Penalty: 2771.900391
	Iteration 18Q: 3 clusters Score -571391.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -571399.062500 Penalty: 2771.900391
	Iteration 19Q: 3 clusters Score -571399.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -571404.312500 Penalty: 2771.900391
	Iteration 20F: 3 clusters Score -571404.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -571411.125000 Penalty: 2771.900391
	Iteration 21Q: 3 clusters Score -571411.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -571412.375000 Penalty: 2771.900391
	Iteration 22Q: 3 clusters Score -571412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -571412.375000 Penalty: 2771.900391
	Iteration 23F: 3 clusters Score -571412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -255223.421875 Penalty: 1254.502930
	Iteration 0F: 2 clusters Score -255223.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -252961.562500 Penalty: 2509.005859
	Iteration 0F: 3 clusters Score -252961.6 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -253442.640625 Penalty: 2509.005859
	Iteration 1F: 3 clusters Score -253442.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -253556.968750 Penalty: 2509.005859
	Iteration 2F: 3 clusters Score -253557 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -253633.531250 Penalty: 2509.005859
	Iteration 3Q: 3 clusters Score -253633.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -253681.046875 Penalty: 2509.005859
	Iteration 4Q: 3 clusters Score -253681 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -253728.593750 Penalty: 2509.005859
	Iteration 5Q: 3 clusters Score -253728.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -253773.343750 Penalty: 2509.005859
	Iteration 6Q: 3 clusters Score -253773.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -253818.328125 Penalty: 2509.005859
	Iteration 7Q: 3 clusters Score -253818.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -253860.703125 Penalty: 2509.005859
	Iteration 8Q: 3 clusters Score -253860.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -253903.609375 Penalty: 2509.005859
	Iteration 9Q: 3 clusters Score -253903.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -253956.468750 Penalty: 2509.005859
	Iteration 10Q: 3 clusters Score -253956.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -254027.828125 Penalty: 2509.005859
	Iteration 11Q: 3 clusters Score -254027.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -254089.687500 Penalty: 2509.005859
	Iteration 12Q: 3 clusters Score -254089.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -254170.468750 Penalty: 2509.005859
	Iteration 13Q: 3 clusters Score -254170.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -254223.656250 Penalty: 2509.005859
	Iteration 14Q: 3 clusters Score -254223.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -254255.406250 Penalty: 2509.005859
	Iteration 15Q: 3 clusters Score -254255.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -254282.218750 Penalty: 2509.005859
	Iteration 16Q: 3 clusters Score -254282.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -254297.265625 Penalty: 2509.005859
	Iteration 17Q: 3 clusters Score -254297.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -254308.296875 Penalty: 2509.005859
	Iteration 18Q: 3 clusters Score -254308.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -254313.765625 Penalty: 2509.005859
	Iteration 19Q: 3 clusters Score -254313.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -254314.921875 Penalty: 2509.005859
	Iteration 20F: 3 clusters Score -254314.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -254316.125000 Penalty: 2509.005859
	Iteration 21Q: 3 clusters Score -254316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -254318.078125 Penalty: 2509.005859
	Iteration 22Q: 3 clusters Score -254318.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -254319.406250 Penalty: 2509.005859
	Iteration 23Q: 3 clusters Score -254319.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -254321.109375 Penalty: 2509.005859
	Iteration 24Q: 3 clusters Score -254321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -254321.578125 Penalty: 2509.005859
	Iteration 25Q: 3 clusters Score -254321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -254322.546875 Penalty: 2509.005859
	Iteration 26Q: 3 clusters Score -254322.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -254324.140625 Penalty: 2509.005859
	Iteration 27Q: 3 clusters Score -254324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -254324.656250 Penalty: 2509.005859
	Iteration 28Q: 3 clusters Score -254324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -254325.890625 Penalty: 2509.005859
	Iteration 29Q: 3 clusters Score -254325.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -254326.046875 Penalty: 2509.005859
	Iteration 30Q: 3 clusters Score -254326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -254327.437500 Penalty: 2509.005859
	Iteration 31Q: 3 clusters Score -254327.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -254327.562500 Penalty: 2509.005859
	Iteration 32Q: 3 clusters Score -254327.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -254328.203125 Penalty: 2509.005859
	Iteration 33Q: 3 clusters Score -254328.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -254328.328125 Penalty: 2509.005859
	Iteration 34Q: 3 clusters Score -254328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -254328.328125 Penalty: 2509.005859
	Iteration 35F: 3 clusters Score -254328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Entering Unmasked Estep 
Score: -619033.125000 Penalty: 1396.640259
	Iteration 0F: 2 clusters Score -619033.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -614803.625000 Penalty: 2793.280518
	Iteration 0F: 3 clusters Score -614803.6 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -615992.875000 Penalty: 2793.280518
	Iteration 1F: 3 clusters Score -615992.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -616223.875000 Penalty: 2793.280518
	Iteration 2F: 3 clusters Score -616223.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -616439.500000 Penalty: 2793.280518
	Iteration 3F: 3 clusters Score -616439.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -616692.812500 Penalty: 2793.280518
	Iteration 4F: 3 clusters Score -616692.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -617000.500000 Penalty: 2793.280518
	Iteration 5F: 3 clusters Score -617000.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -617351.687500 Penalty: 2793.280518
	Iteration 6F: 3 clusters Score -617351.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -617674.750000 Penalty: 2793.280518
	Iteration 7F: 3 clusters Score -617674.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -617886.500000 Penalty: 2793.280518
	Iteration 8F: 3 clusters Score -617886.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -618005.187500 Penalty: 2793.280518
	Iteration 9Q: 3 clusters Score -618005.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -618070.125000 Penalty: 2793.280518
	Iteration 10Q: 3 clusters Score -618070.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -618117.187500 Penalty: 2793.280518
	Iteration 11Q: 3 clusters Score -618117.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -618149.875000 Penalty: 2793.280518
	Iteration 12Q: 3 clusters Score -618149.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -618170.375000 Penalty: 2793.280518
	Iteration 13Q: 3 clusters Score -618170.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -618180.562500 Penalty: 2793.280518
	Iteration 14Q: 3 clusters Score -618180.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -618190.500000 Penalty: 2793.280518
	Iteration 15Q: 3 clusters Score -618190.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -618200.000000 Penalty: 2793.280518
	Iteration 16Q: 3 clusters Score -618200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -618205.937500 Penalty: 2793.280518
	Iteration 17Q: 3 clusters Score -618205.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -618216.000000 Penalty: 2793.280518
	Iteration 18Q: 3 clusters Score -618216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -618222.062500 Penalty: 2793.280518
	Iteration 19Q: 3 clusters Score -618222.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -618228.250000 Penalty: 2793.280518
	Iteration 20F: 3 clusters Score -618228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -618230.875000 Penalty: 2793.280518
	Iteration 21Q: 3 clusters Score -618230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -618234.937500 Penalty: 2793.280518
	Iteration 22Q: 3 clusters Score -618234.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -618237.187500 Penalty: 2793.280518
	Iteration 23Q: 3 clusters Score -618237.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -618239.937500 Penalty: 2793.280518
	Iteration 24Q: 3 clusters Score -618239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -618241.812500 Penalty: 2793.280518
	Iteration 25Q: 3 clusters Score -618241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -618243.250000 Penalty: 2793.280518
	Iteration 26Q: 3 clusters Score -618243.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -618245.250000 Penalty: 2793.280518
	Iteration 27Q: 3 clusters Score -618245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -618245.937500 Penalty: 2793.280518
	Iteration 28Q: 3 clusters Score -618245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -618245.937500 Penalty: 2793.280518
	Iteration 29F: 3 clusters Score -618245.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (10141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Entering Unmasked Estep 
Score: -1155272.500000 Penalty: 1498.955688
	Iteration 0F: 2 clusters Score -1155272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1148046.375000 Penalty: 2997.911377
	Iteration 0F: 3 clusters Score -1148046 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1150371.625000 Penalty: 2997.911377
	Iteration 1F: 3 clusters Score -1150372 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1150567.375000 Penalty: 2997.911377
	Iteration 2F: 3 clusters Score -1150567 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1150718.750000 Penalty: 2997.911377
	Iteration 3Q: 3 clusters Score -1150719 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1150828.375000 Penalty: 2997.911377
	Iteration 4Q: 3 clusters Score -1150828 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1150934.000000 Penalty: 2997.911377
	Iteration 5Q: 3 clusters Score -1150934 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1151024.625000 Penalty: 2997.911377
	Iteration 6Q: 3 clusters Score -1151025 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1151102.625000 Penalty: 2997.911377
	Iteration 7Q: 3 clusters Score -1151103 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1151171.750000 Penalty: 2997.911377
	Iteration 8Q: 3 clusters Score -1151172 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1151229.125000 Penalty: 2997.911377
	Iteration 9Q: 3 clusters Score -1151229 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1151302.250000 Penalty: 2997.911377
	Iteration 10Q: 3 clusters Score -1151302 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1151393.875000 Penalty: 2997.911377
	Iteration 11Q: 3 clusters Score -1151394 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1151503.000000 Penalty: 2997.911377
	Iteration 12Q: 3 clusters Score -1151503 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1151642.625000 Penalty: 2997.911377
	Iteration 13Q: 3 clusters Score -1151643 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1151822.750000 Penalty: 2997.911377
	Iteration 14Q: 3 clusters Score -1151823 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1152040.375000 Penalty: 2997.911377
	Iteration 15Q: 3 clusters Score -1152040 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1152300.375000 Penalty: 2997.911377
	Iteration 16Q: 3 clusters Score -1152300 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1152636.750000 Penalty: 2997.911377
	Iteration 17Q: 3 clusters Score -1152637 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1152944.625000 Penalty: 2997.911377
	Iteration 18Q: 3 clusters Score -1152945 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1153207.875000 Penalty: 2997.911377
	Iteration 19Q: 3 clusters Score -1153208 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1153453.750000 Penalty: 2997.911377
	Iteration 20F: 3 clusters Score -1153454 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1153637.500000 Penalty: 2997.911377
	Iteration 21Q: 3 clusters Score -1153638 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1153755.875000 Penalty: 2997.911377
	Iteration 22Q: 3 clusters Score -1153756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1153838.125000 Penalty: 2997.911377
	Iteration 23Q: 3 clusters Score -1153838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1153892.750000 Penalty: 2997.911377
	Iteration 24Q: 3 clusters Score -1153893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1153934.625000 Penalty: 2997.911377
	Iteration 25Q: 3 clusters Score -1153935 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1153954.375000 Penalty: 2997.911377
	Iteration 26Q: 3 clusters Score -1153954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1153964.750000 Penalty: 2997.911377
	Iteration 27Q: 3 clusters Score -1153965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -1153972.000000 Penalty: 2997.911377
	Iteration 28Q: 3 clusters Score -1153972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1153982.375000 Penalty: 2997.911377
	Iteration 29Q: 3 clusters Score -1153982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1153989.625000 Penalty: 2997.911377
	Iteration 30Q: 3 clusters Score -1153990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1153992.375000 Penalty: 2997.911377
	Iteration 31Q: 3 clusters Score -1153992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1153998.125000 Penalty: 2997.911377
	Iteration 32Q: 3 clusters Score -1153998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1154001.875000 Penalty: 2997.911377
	Iteration 33Q: 3 clusters Score -1154002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1154002.625000 Penalty: 2997.911377
	Iteration 34Q: 3 clusters Score -1154003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1154004.000000 Penalty: 2997.911377
	Iteration 35Q: 3 clusters Score -1154004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1154007.250000 Penalty: 2997.911377
	Iteration 36Q: 3 clusters Score -1154007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1154007.375000 Penalty: 2997.911377
	Iteration 37Q: 3 clusters Score -1154007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1154007.375000 Penalty: 2997.911377
	Iteration 38F: 3 clusters Score -1154007 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Entering Unmasked Estep 
Score: -536650.937500 Penalty: 1371.480591
	Iteration 0F: 2 clusters Score -536650.9 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 2319 members 
Entering Unmasked Estep 
Score: -532929.375000 Penalty: 2742.961182
	Iteration 0F: 3 clusters Score -532929.4 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -533902.000000 Penalty: 2742.961182
	Iteration 1F: 3 clusters Score -533902 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -534076.000000 Penalty: 2742.961182
	Iteration 2F: 3 clusters Score -534076 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -534173.312500 Penalty: 2742.961182
	Iteration 3Q: 3 clusters Score -534173.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -534245.375000 Penalty: 2742.961182
	Iteration 4Q: 3 clusters Score -534245.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -534297.312500 Penalty: 2742.961182
	Iteration 5Q: 3 clusters Score -534297.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -534344.187500 Penalty: 2742.961182
	Iteration 6Q: 3 clusters Score -534344.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -534386.062500 Penalty: 2742.961182
	Iteration 7Q: 3 clusters Score -534386.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -534421.812500 Penalty: 2742.961182
	Iteration 8Q: 3 clusters Score -534421.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -534464.875000 Penalty: 2742.961182
	Iteration 9Q: 3 clusters Score -534464.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -534505.875000 Penalty: 2742.961182
	Iteration 10Q: 3 clusters Score -534505.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -534542.937500 Penalty: 2742.961182
	Iteration 11Q: 3 clusters Score -534542.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -534588.250000 Penalty: 2742.961182
	Iteration 12Q: 3 clusters Score -534588.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -534635.625000 Penalty: 2742.961182
	Iteration 13Q: 3 clusters Score -534635.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -534697.375000 Penalty: 2742.961182
	Iteration 14Q: 3 clusters Score -534697.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -534765.125000 Penalty: 2742.961182
	Iteration 15Q: 3 clusters Score -534765.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -534827.562500 Penalty: 2742.961182
	Iteration 16Q: 3 clusters Score -534827.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -534887.750000 Penalty: 2742.961182
	Iteration 17Q: 3 clusters Score -534887.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -534960.687500 Penalty: 2742.961182
	Iteration 18Q: 3 clusters Score -534960.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -535036.437500 Penalty: 2742.961182
	Iteration 19Q: 3 clusters Score -535036.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -535123.250000 Penalty: 2742.961182
	Iteration 20F: 3 clusters Score -535123.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -535201.812500 Penalty: 2742.961182
	Iteration 21Q: 3 clusters Score -535201.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -535260.250000 Penalty: 2742.961182
	Iteration 22Q: 3 clusters Score -535260.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -535317.500000 Penalty: 2742.961182
	Iteration 23Q: 3 clusters Score -535317.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -535373.125000 Penalty: 2742.961182
	Iteration 24Q: 3 clusters Score -535373.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -535417.437500 Penalty: 2742.961182
	Iteration 25Q: 3 clusters Score -535417.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -535459.562500 Penalty: 2742.961182
	Iteration 26Q: 3 clusters Score -535459.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -535486.187500 Penalty: 2742.961182
	Iteration 27Q: 3 clusters Score -535486.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -535510.875000 Penalty: 2742.961182
	Iteration 28Q: 3 clusters Score -535510.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -535525.812500 Penalty: 2742.961182
	Iteration 29Q: 3 clusters Score -535525.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -535538.750000 Penalty: 2742.961182
	Iteration 30Q: 3 clusters Score -535538.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -535556.125000 Penalty: 2742.961182
	Iteration 31Q: 3 clusters Score -535556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -535561.812500 Penalty: 2742.961182
	Iteration 32Q: 3 clusters Score -535561.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -535568.250000 Penalty: 2742.961182
	Iteration 33Q: 3 clusters Score -535568.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -535572.500000 Penalty: 2742.961182
	Iteration 34Q: 3 clusters Score -535572.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -535576.250000 Penalty: 2742.961182
	Iteration 35Q: 3 clusters Score -535576.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -535582.750000 Penalty: 2742.961182
	Iteration 36Q: 3 clusters Score -535582.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -535589.312500 Penalty: 2742.961182
	Iteration 37Q: 3 clusters Score -535589.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -535589.562500 Penalty: 2742.961182
	Iteration 38Q: 3 clusters Score -535589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -535593.000000 Penalty: 2742.961182
	Iteration 39Q: 3 clusters Score -535593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -535594.875000 Penalty: 2742.961182
	Iteration 40F: 3 clusters Score -535594.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Entering Unmasked Estep 
Score: -3348207.500000 Penalty: 1670.344482
	Iteration 0F: 2 clusters Score -3348208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14536 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -3328520.500000 Penalty: 3340.688965
	Iteration 0F: 3 clusters Score -3328520 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3336036.500000 Penalty: 3340.688965
	Iteration 1F: 3 clusters Score -3336036 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3336719.250000 Penalty: 3340.688965
	Iteration 2Q: 3 clusters Score -3336719 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -3337767.250000 Penalty: 3340.688965
	Iteration 3F: 3 clusters Score -3337767 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3339023.000000 Penalty: 3340.688965
	Iteration 4F: 3 clusters Score -3339023 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -3340185.500000 Penalty: 3340.688965
	Iteration 5F: 3 clusters Score -3340186 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -3341270.250000 Penalty: 3340.688965
	Iteration 6F: 3 clusters Score -3341270 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -3342465.500000 Penalty: 3340.688965
	Iteration 7F: 3 clusters Score -3342466 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -3343681.500000 Penalty: 3340.688965
	Iteration 8F: 3 clusters Score -3343682 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -3344822.250000 Penalty: 3340.688965
	Iteration 9F: 3 clusters Score -3344822 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -3345573.750000 Penalty: 3340.688965
	Iteration 10Q: 3 clusters Score -3345574 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3346043.000000 Penalty: 3340.688965
	Iteration 11Q: 3 clusters Score -3346043 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -3346363.250000 Penalty: 3340.688965
	Iteration 12Q: 3 clusters Score -3346363 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -3346635.250000 Penalty: 3340.688965
	Iteration 13Q: 3 clusters Score -3346635 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3346834.750000 Penalty: 3340.688965
	Iteration 14Q: 3 clusters Score -3346835 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -3346984.750000 Penalty: 3340.688965
	Iteration 15Q: 3 clusters Score -3346985 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -3347112.250000 Penalty: 3340.688965
	Iteration 16Q: 3 clusters Score -3347112 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -3347191.750000 Penalty: 3340.688965
	Iteration 17Q: 3 clusters Score -3347192 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -3347260.750000 Penalty: 3340.688965
	Iteration 18Q: 3 clusters Score -3347261 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -3347309.250000 Penalty: 3340.688965
	Iteration 19Q: 3 clusters Score -3347309 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -3347332.750000 Penalty: 3340.688965
	Iteration 20F: 3 clusters Score -3347333 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -3347349.500000 Penalty: 3340.688965
	Iteration 21Q: 3 clusters Score -3347350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3347358.500000 Penalty: 3340.688965
	Iteration 22Q: 3 clusters Score -3347358 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -3347370.750000 Penalty: 3340.688965
	Iteration 23Q: 3 clusters Score -3347371 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3347387.000000 Penalty: 3340.688965
	Iteration 24Q: 3 clusters Score -3347387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -3347396.000000 Penalty: 3340.688965
	Iteration 25Q: 3 clusters Score -3347396 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3347407.250000 Penalty: 3340.688965
	Iteration 26Q: 3 clusters Score -3347407 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3347422.750000 Penalty: 3340.688965
	Iteration 27Q: 3 clusters Score -3347423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3347415.500000 Penalty: 3340.688965
	Iteration 28Q: 3 clusters Score -3347416 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -3347426.000000 Penalty: 3340.688965
	Iteration 29Q: 3 clusters Score -3347426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -3347426.750000 Penalty: 3340.688965
	Iteration 30Q: 3 clusters Score -3347427 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3347423.000000 Penalty: 3340.688965
	Iteration 31Q: 3 clusters Score -3347423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -3347427.250000 Penalty: 3340.688965
	Iteration 32Q: 3 clusters Score -3347427 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -3347431.750000 Penalty: 3340.688965
	Iteration 33Q: 3 clusters Score -3347432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -3347426.500000 Penalty: 3340.688965
	Iteration 34Q: 3 clusters Score -3347426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -3347440.750000 Penalty: 3340.688965
	Iteration 35Q: 3 clusters Score -3347441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3347441.500000 Penalty: 3340.688965
	Iteration 36Q: 3 clusters Score -3347442 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -3347444.250000 Penalty: 3340.688965
	Iteration 37Q: 3 clusters Score -3347444 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -3347450.000000 Penalty: 3340.688965
	Iteration 38Q: 3 clusters Score -3347450 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -3347459.000000 Penalty: 3340.688965
	Iteration 39Q: 3 clusters Score -3347459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -3347465.500000 Penalty: 3340.688965
	Iteration 40F: 3 clusters Score -3347466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
Score: -3347464.750000 Penalty: 3340.688965
	Iteration 41Q: 3 clusters Score -3347465 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -3347468.250000 Penalty: 3340.688965
	Iteration 42Q: 3 clusters Score -3347468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3347469.250000 Penalty: 3340.688965
	Iteration 43Q: 3 clusters Score -3347469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -3347463.000000 Penalty: 3340.688965
	Iteration 44Q: 3 clusters Score -3347463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3347462.500000 Penalty: 3340.688965
	Iteration 45Q: 3 clusters Score -3347462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -3347467.750000 Penalty: 3340.688965
	Iteration 46Q: 3 clusters Score -3347468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3347466.750000 Penalty: 3340.688965
	Iteration 47Q: 3 clusters Score -3347467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -3347467.000000 Penalty: 3340.688965
	Iteration 48Q: 3 clusters Score -3347467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3347472.500000 Penalty: 3340.688965
	Iteration 49Q: 3 clusters Score -3347472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -3347470.500000 Penalty: 3340.688965
	Iteration 50Q: 3 clusters Score -3347470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 25027 members 
Entering Unmasked Estep 
Score: -3347475.000000 Penalty: 3340.688965
	Iteration 51Q: 3 clusters Score -3347475 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3347477.250000 Penalty: 3340.688965
	Iteration 52Q: 3 clusters Score -3347477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -3347481.750000 Penalty: 3340.688965
	Iteration 53Q: 3 clusters Score -3347482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -3347486.750000 Penalty: 3340.688965
	Iteration 54Q: 3 clusters Score -3347487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3347489.750000 Penalty: 3340.688965
	Iteration 55Q: 3 clusters Score -3347490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3347489.500000 Penalty: 3340.688965
	Iteration 56Q: 3 clusters Score -3347490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -3347490.000000 Penalty: 3340.688965
	Iteration 57Q: 3 clusters Score -3347490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 25157 members 
Entering Unmasked Estep 
Score: -3347494.750000 Penalty: 3340.688965
	Iteration 58Q: 3 clusters Score -3347495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3347494.250000 Penalty: 3340.688965
	Iteration 59Q: 3 clusters Score -3347494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3347503.750000 Penalty: 3340.688965
	Iteration 60F: 3 clusters Score -3347504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -3347506.250000 Penalty: 3340.688965
	Iteration 61Q: 3 clusters Score -3347506 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -3347506.750000 Penalty: 3340.688965
	Iteration 62Q: 3 clusters Score -3347507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -3347510.500000 Penalty: 3340.688965
	Iteration 63Q: 3 clusters Score -3347510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -3347512.000000 Penalty: 3340.688965
	Iteration 64Q: 3 clusters Score -3347512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3347514.250000 Penalty: 3340.688965
	Iteration 65Q: 3 clusters Score -3347514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -3347513.750000 Penalty: 3340.688965
	Iteration 66Q: 3 clusters Score -3347514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -3347522.500000 Penalty: 3340.688965
	Iteration 67Q: 3 clusters Score -3347522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3347521.750000 Penalty: 3340.688965
	Iteration 68Q: 3 clusters Score -3347522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -3347533.250000 Penalty: 3340.688965
	Iteration 69Q: 3 clusters Score -3347533 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -3347534.500000 Penalty: 3340.688965
	Iteration 70Q: 3 clusters Score -3347534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -3347533.500000 Penalty: 3340.688965
	Iteration 71Q: 3 clusters Score -3347534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3347538.250000 Penalty: 3340.688965
	Iteration 72Q: 3 clusters Score -3347538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -3347538.750000 Penalty: 3340.688965
	Iteration 73Q: 3 clusters Score -3347539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3347545.500000 Penalty: 3340.688965
	Iteration 74Q: 3 clusters Score -3347546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -3347544.000000 Penalty: 3340.688965
	Iteration 75Q: 3 clusters Score -3347544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -3347541.000000 Penalty: 3340.688965
	Iteration 76Q: 3 clusters Score -3347541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3347536.750000 Penalty: 3340.688965
	Iteration 77Q: 3 clusters Score -3347537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -3347543.000000 Penalty: 3340.688965
	Iteration 78Q: 3 clusters Score -3347543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -3347538.000000 Penalty: 3340.688965
	Iteration 79Q: 3 clusters Score -3347538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -3347539.750000 Penalty: 3340.688965
	Iteration 80F: 3 clusters Score -3347540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -3347536.250000 Penalty: 3340.688965
	Iteration 81Q: 3 clusters Score -3347536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3347536.250000 Penalty: 3340.688965
	Iteration 82Q: 3 clusters Score -3347536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -3347535.000000 Penalty: 3340.688965
	Iteration 83Q: 3 clusters Score -3347535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3347535.500000 Penalty: 3340.688965
	Iteration 84Q: 3 clusters Score -3347536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -3347535.500000 Penalty: 3340.688965
	Iteration 85F: 3 clusters Score -3347536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Entering Unmasked Estep 
Score: -417063.250000 Penalty: 1331.247803
	Iteration 0F: 2 clusters Score -417063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -413981.187500 Penalty: 2662.495605
	Iteration 0F: 3 clusters Score -413981.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -414765.593750 Penalty: 2662.495605
	Iteration 1F: 3 clusters Score -414765.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -414914.906250 Penalty: 2662.495605
	Iteration 2F: 3 clusters Score -414914.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -414985.406250 Penalty: 2662.495605
	Iteration 3Q: 3 clusters Score -414985.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -415029.843750 Penalty: 2662.495605
	Iteration 4Q: 3 clusters Score -415029.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -415065.625000 Penalty: 2662.495605
	Iteration 5Q: 3 clusters Score -415065.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -415100.156250 Penalty: 2662.495605
	Iteration 6Q: 3 clusters Score -415100.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -415127.843750 Penalty: 2662.495605
	Iteration 7Q: 3 clusters Score -415127.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -415147.625000 Penalty: 2662.495605
	Iteration 8Q: 3 clusters Score -415147.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -415166.843750 Penalty: 2662.495605
	Iteration 9Q: 3 clusters Score -415166.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -415181.812500 Penalty: 2662.495605
	Iteration 10Q: 3 clusters Score -415181.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -415191.718750 Penalty: 2662.495605
	Iteration 11Q: 3 clusters Score -415191.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -415202.875000 Penalty: 2662.495605
	Iteration 12Q: 3 clusters Score -415202.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -415210.812500 Penalty: 2662.495605
	Iteration 13Q: 3 clusters Score -415210.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -415216.906250 Penalty: 2662.495605
	Iteration 14Q: 3 clusters Score -415216.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -415225.843750 Penalty: 2662.495605
	Iteration 15Q: 3 clusters Score -415225.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -415230.562500 Penalty: 2662.495605
	Iteration 16Q: 3 clusters Score -415230.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -415235.625000 Penalty: 2662.495605
	Iteration 17Q: 3 clusters Score -415235.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -415242.500000 Penalty: 2662.495605
	Iteration 18Q: 3 clusters Score -415242.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -415253.500000 Penalty: 2662.495605
	Iteration 19Q: 3 clusters Score -415253.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -415260.250000 Penalty: 2662.495605
	Iteration 20F: 3 clusters Score -415260.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -415265.687500 Penalty: 2662.495605
	Iteration 21Q: 3 clusters Score -415265.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -415268.343750 Penalty: 2662.495605
	Iteration 22Q: 3 clusters Score -415268.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -415274.562500 Penalty: 2662.495605
	Iteration 23Q: 3 clusters Score -415274.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -415281.656250 Penalty: 2662.495605
	Iteration 24Q: 3 clusters Score -415281.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -415291.500000 Penalty: 2662.495605
	Iteration 25Q: 3 clusters Score -415291.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -415305.468750 Penalty: 2662.495605
	Iteration 26Q: 3 clusters Score -415305.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -415326.906250 Penalty: 2662.495605
	Iteration 27Q: 3 clusters Score -415326.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -415349.781250 Penalty: 2662.495605
	Iteration 28Q: 3 clusters Score -415349.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -415377.031250 Penalty: 2662.495605
	Iteration 29Q: 3 clusters Score -415377 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -415400.031250 Penalty: 2662.495605
	Iteration 30Q: 3 clusters Score -415400 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -415423.781250 Penalty: 2662.495605
	Iteration 31Q: 3 clusters Score -415423.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -415459.687500 Penalty: 2662.495605
	Iteration 32Q: 3 clusters Score -415459.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -415498.687500 Penalty: 2662.495605
	Iteration 33Q: 3 clusters Score -415498.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -415549.343750 Penalty: 2662.495605
	Iteration 34Q: 3 clusters Score -415549.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -415607.250000 Penalty: 2662.495605
	Iteration 35Q: 3 clusters Score -415607.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -415656.781250 Penalty: 2662.495605
	Iteration 36Q: 3 clusters Score -415656.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -415708.718750 Penalty: 2662.495605
	Iteration 37Q: 3 clusters Score -415708.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -415777.500000 Penalty: 2662.495605
	Iteration 38Q: 3 clusters Score -415777.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -415883.062500 Penalty: 2662.495605
	Iteration 39Q: 3 clusters Score -415883.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -416090.406250 Penalty: 2662.495605
	Iteration 40F: 3 clusters Score -416090.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -416438.500000 Penalty: 2662.495605
	Iteration 41Q: 3 clusters Score -416438.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -416829.250000 Penalty: 2662.495605
	Iteration 42Q: 3 clusters Score -416829.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -416970.562500 Penalty: 2662.495605
	Iteration 43Q: 3 clusters Score -416970.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -416982.437500 Penalty: 2662.495605
	Iteration 44Q: 3 clusters Score -416982.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -416983.531250 Penalty: 2662.495605
	Iteration 45Q: 3 clusters Score -416983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -416984.781250 Penalty: 2662.495605
	Iteration 46Q: 3 clusters Score -416984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -416986.906250 Penalty: 2662.495605
	Iteration 47Q: 3 clusters Score -416986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -416987.062500 Penalty: 2662.495605
	Iteration 48Q: 3 clusters Score -416987.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -416987.375000 Penalty: 2662.495605
	Iteration 49Q: 3 clusters Score -416987.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -416987.375000 Penalty: 2662.495605
	Iteration 50F: 3 clusters Score -416987.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -153899.843750 Penalty: 1207.682495
	Iteration 0F: 2 clusters Score -153899.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -152077.593750 Penalty: 2415.364990
	Iteration 0F: 3 clusters Score -152077.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152660.718750 Penalty: 2415.364990
	Iteration 1F: 3 clusters Score -152660.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152918.000000 Penalty: 2415.364990
	Iteration 2F: 3 clusters Score -152918 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -153127.843750 Penalty: 2415.364990
	Iteration 3F: 3 clusters Score -153127.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -153289.500000 Penalty: 2415.364990
	Iteration 4F: 3 clusters Score -153289.5 nChanged 86
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: -153418.750000 Penalty: 2415.364990
	Iteration 5F: 3 clusters Score -153418.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153545.921875 Penalty: 2415.364990
	Iteration 6Q: 3 clusters Score -153545.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153626.281250 Penalty: 2415.364990
	Iteration 7Q: 3 clusters Score -153626.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -153683.875000 Penalty: 2415.364990
	Iteration 8Q: 3 clusters Score -153683.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -153728.187500 Penalty: 2415.364990
	Iteration 9Q: 3 clusters Score -153728.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153772.531250 Penalty: 2415.364990
	Iteration 10Q: 3 clusters Score -153772.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -153827.437500 Penalty: 2415.364990
	Iteration 11Q: 3 clusters Score -153827.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153881.640625 Penalty: 2415.364990
	Iteration 12Q: 3 clusters Score -153881.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -153926.078125 Penalty: 2415.364990
	Iteration 13Q: 3 clusters Score -153926.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -153972.671875 Penalty: 2415.364990
	Iteration 14Q: 3 clusters Score -153972.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -154008.546875 Penalty: 2415.364990
	Iteration 15Q: 3 clusters Score -154008.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -154038.453125 Penalty: 2415.364990
	Iteration 16Q: 3 clusters Score -154038.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -154046.781250 Penalty: 2415.364990
	Iteration 17Q: 3 clusters Score -154046.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -154050.906250 Penalty: 2415.364990
	Iteration 18Q: 3 clusters Score -154050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -154055.390625 Penalty: 2415.364990
	Iteration 19Q: 3 clusters Score -154055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -154058.156250 Penalty: 2415.364990
	Iteration 20F: 3 clusters Score -154058.2 nChanged 1
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: -154058.609375 Penalty: 2415.364990
	Iteration 21Q: 3 clusters Score -154058.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -154059.562500 Penalty: 2415.364990
	Iteration 22Q: 3 clusters Score -154059.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -154060.140625 Penalty: 2415.364990
	Iteration 23Q: 3 clusters Score -154060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -154060.515625 Penalty: 2415.364990
	Iteration 24Q: 3 clusters Score -154060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -154060.515625 Penalty: 2415.364990
	Iteration 25F: 3 clusters Score -154060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1038 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 5908 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Mstep: Class 43 contains 651 members 
Entering Unmasked Estep 
Score: -40137988.000000 Penalty: 89428.890625
Splitting cluster 17 changes total score from -40138688.000000 to -40137988.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62274.339844 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62274.34 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 193 members 
Entering Unmasked Estep 
Score: -61327.550781 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61327.55 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61455.031250 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61455.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61487.644531 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -61487.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -61520.394531 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61520.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61544.652344 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -61544.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61551.589844 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -61551.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61553.414062 Penalty: 1927.116455
	Iteration 6Q: 3 clusters Score -61553.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61555.355469 Penalty: 1927.116455
	Iteration 7Q: 3 clusters Score -61555.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61556.289062 Penalty: 1927.116455
	Iteration 8Q: 3 clusters Score -61556.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61558.281250 Penalty: 1927.116455
	Iteration 9Q: 3 clusters Score -61558.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61559.914062 Penalty: 1927.116455
	Iteration 10Q: 3 clusters Score -61559.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61559.914062 Penalty: 1927.116455
	Iteration 11F: 3 clusters Score -61559.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Entering Unmasked Estep 
Score: -583068.062500 Penalty: 1389.947754
	Iteration 0F: 2 clusters Score -583068.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -578916.375000 Penalty: 2779.895508
	Iteration 0F: 3 clusters Score -578916.4 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -580071.625000 Penalty: 2779.895508
	Iteration 1F: 3 clusters Score -580071.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -580276.250000 Penalty: 2779.895508
	Iteration 2F: 3 clusters Score -580276.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -580452.250000 Penalty: 2779.895508
	Iteration 3F: 3 clusters Score -580452.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -580587.375000 Penalty: 2779.895508
	Iteration 4Q: 3 clusters Score -580587.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -580735.062500 Penalty: 2779.895508
	Iteration 5Q: 3 clusters Score -580735.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -580858.812500 Penalty: 2779.895508
	Iteration 6Q: 3 clusters Score -580858.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -580948.437500 Penalty: 2779.895508
	Iteration 7Q: 3 clusters Score -580948.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -581033.937500 Penalty: 2779.895508
	Iteration 8Q: 3 clusters Score -581033.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -581106.062500 Penalty: 2779.895508
	Iteration 9Q: 3 clusters Score -581106.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -581174.250000 Penalty: 2779.895508
	Iteration 10Q: 3 clusters Score -581174.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -581250.125000 Penalty: 2779.895508
	Iteration 11Q: 3 clusters Score -581250.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -581325.812500 Penalty: 2779.895508
	Iteration 12Q: 3 clusters Score -581325.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -581393.437500 Penalty: 2779.895508
	Iteration 13Q: 3 clusters Score -581393.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -581455.125000 Penalty: 2779.895508
	Iteration 14Q: 3 clusters Score -581455.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -581501.312500 Penalty: 2779.895508
	Iteration 15Q: 3 clusters Score -581501.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -581536.687500 Penalty: 2779.895508
	Iteration 16Q: 3 clusters Score -581536.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -581571.125000 Penalty: 2779.895508
	Iteration 17Q: 3 clusters Score -581571.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -581606.750000 Penalty: 2779.895508
	Iteration 18Q: 3 clusters Score -581606.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -581629.687500 Penalty: 2779.895508
	Iteration 19Q: 3 clusters Score -581629.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -581647.500000 Penalty: 2779.895508
	Iteration 20F: 3 clusters Score -581647.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -581662.625000 Penalty: 2779.895508
	Iteration 21Q: 3 clusters Score -581662.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -581677.687500 Penalty: 2779.895508
	Iteration 22Q: 3 clusters Score -581677.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -581688.500000 Penalty: 2779.895508
	Iteration 23Q: 3 clusters Score -581688.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -581704.375000 Penalty: 2779.895508
	Iteration 24Q: 3 clusters Score -581704.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -581718.500000 Penalty: 2779.895508
	Iteration 25Q: 3 clusters Score -581718.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -581724.437500 Penalty: 2779.895508
	Iteration 26Q: 3 clusters Score -581724.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -581733.250000 Penalty: 2779.895508
	Iteration 27Q: 3 clusters Score -581733.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -581745.000000 Penalty: 2779.895508
	Iteration 28Q: 3 clusters Score -581745 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -581754.562500 Penalty: 2779.895508
	Iteration 29Q: 3 clusters Score -581754.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -581765.562500 Penalty: 2779.895508
	Iteration 30Q: 3 clusters Score -581765.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -581774.250000 Penalty: 2779.895508
	Iteration 31Q: 3 clusters Score -581774.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -581784.125000 Penalty: 2779.895508
	Iteration 32Q: 3 clusters Score -581784.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -581793.500000 Penalty: 2779.895508
	Iteration 33Q: 3 clusters Score -581793.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -581805.625000 Penalty: 2779.895508
	Iteration 34Q: 3 clusters Score -581805.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -581815.625000 Penalty: 2779.895508
	Iteration 35Q: 3 clusters Score -581815.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -581824.750000 Penalty: 2779.895508
	Iteration 36Q: 3 clusters Score -581824.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -581833.625000 Penalty: 2779.895508
	Iteration 37Q: 3 clusters Score -581833.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -581845.812500 Penalty: 2779.895508
	Iteration 38Q: 3 clusters Score -581845.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -581859.250000 Penalty: 2779.895508
	Iteration 39Q: 3 clusters Score -581859.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -581875.812500 Penalty: 2779.895508
	Iteration 40F: 3 clusters Score -581875.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -581893.000000 Penalty: 2779.895508
	Iteration 41Q: 3 clusters Score -581893 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -581903.562500 Penalty: 2779.895508
	Iteration 42Q: 3 clusters Score -581903.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -581911.562500 Penalty: 2779.895508
	Iteration 43Q: 3 clusters Score -581911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -581915.375000 Penalty: 2779.895508
	Iteration 44Q: 3 clusters Score -581915.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -581920.437500 Penalty: 2779.895508
	Iteration 45Q: 3 clusters Score -581920.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -581925.500000 Penalty: 2779.895508
	Iteration 46Q: 3 clusters Score -581925.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -581929.812500 Penalty: 2779.895508
	Iteration 47Q: 3 clusters Score -581929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -581932.687500 Penalty: 2779.895508
	Iteration 48Q: 3 clusters Score -581932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -581934.562500 Penalty: 2779.895508
	Iteration 49Q: 3 clusters Score -581934.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -581936.625000 Penalty: 2779.895508
	Iteration 50Q: 3 clusters Score -581936.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -581938.687500 Penalty: 2779.895508
	Iteration 51Q: 3 clusters Score -581938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -581940.875000 Penalty: 2779.895508
	Iteration 52Q: 3 clusters Score -581940.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -581944.375000 Penalty: 2779.895508
	Iteration 53Q: 3 clusters Score -581944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -581944.437500 Penalty: 2779.895508
	Iteration 54Q: 3 clusters Score -581944.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -581946.250000 Penalty: 2779.895508
	Iteration 55Q: 3 clusters Score -581946.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -581947.812500 Penalty: 2779.895508
	Iteration 56Q: 3 clusters Score -581947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -581948.312500 Penalty: 2779.895508
	Iteration 57Q: 3 clusters Score -581948.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -581947.500000 Penalty: 2779.895508
	Iteration 58Q: 3 clusters Score -581947.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -581947.500000 Penalty: 2779.895508
	Iteration 59F: 3 clusters Score -581947.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Entering Unmasked Estep 
Score: -2110229.500000 Penalty: 1597.200439
	Iteration 0F: 2 clusters Score -2110230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -2097573.500000 Penalty: 3194.400879
	Iteration 0F: 3 clusters Score -2097574 nChanged 8391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2102440.250000 Penalty: 3194.400879
	Iteration 1F: 3 clusters Score -2102440 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2103076.000000 Penalty: 3194.400879
	Iteration 2F: 3 clusters Score -2103076 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2103739.000000 Penalty: 3194.400879
	Iteration 3F: 3 clusters Score -2103739 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -2104455.250000 Penalty: 3194.400879
	Iteration 4F: 3 clusters Score -2104455 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2105270.250000 Penalty: 3194.400879
	Iteration 5F: 3 clusters Score -2105270 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -2106113.250000 Penalty: 3194.400879
	Iteration 6F: 3 clusters Score -2106113 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2106887.000000 Penalty: 3194.400879
	Iteration 7F: 3 clusters Score -2106887 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2107636.000000 Penalty: 3194.400879
	Iteration 8Q: 3 clusters Score -2107636 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2108213.750000 Penalty: 3194.400879
	Iteration 9Q: 3 clusters Score -2108214 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -2108584.750000 Penalty: 3194.400879
	Iteration 10Q: 3 clusters Score -2108585 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2108814.000000 Penalty: 3194.400879
	Iteration 11Q: 3 clusters Score -2108814 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -2108971.250000 Penalty: 3194.400879
	Iteration 12Q: 3 clusters Score -2108971 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2109105.750000 Penalty: 3194.400879
	Iteration 13Q: 3 clusters Score -2109106 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2109225.000000 Penalty: 3194.400879
	Iteration 14Q: 3 clusters Score -2109225 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -2109311.750000 Penalty: 3194.400879
	Iteration 15Q: 3 clusters Score -2109312 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2109385.250000 Penalty: 3194.400879
	Iteration 16Q: 3 clusters Score -2109385 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2109437.500000 Penalty: 3194.400879
	Iteration 17Q: 3 clusters Score -2109438 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2109477.500000 Penalty: 3194.400879
	Iteration 18Q: 3 clusters Score -2109478 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2109517.250000 Penalty: 3194.400879
	Iteration 19Q: 3 clusters Score -2109517 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -2109549.250000 Penalty: 3194.400879
	Iteration 20F: 3 clusters Score -2109549 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -2109566.500000 Penalty: 3194.400879
	Iteration 21Q: 3 clusters Score -2109566 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2109576.750000 Penalty: 3194.400879
	Iteration 22Q: 3 clusters Score -2109577 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2109579.750000 Penalty: 3194.400879
	Iteration 23Q: 3 clusters Score -2109580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2109585.750000 Penalty: 3194.400879
	Iteration 24Q: 3 clusters Score -2109586 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2109600.750000 Penalty: 3194.400879
	Iteration 25Q: 3 clusters Score -2109601 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -2109600.250000 Penalty: 3194.400879
	Iteration 26Q: 3 clusters Score -2109600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2109607.000000 Penalty: 3194.400879
	Iteration 27Q: 3 clusters Score -2109607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2109609.750000 Penalty: 3194.400879
	Iteration 28Q: 3 clusters Score -2109610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2109613.500000 Penalty: 3194.400879
	Iteration 29Q: 3 clusters Score -2109614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2109611.750000 Penalty: 3194.400879
	Iteration 30Q: 3 clusters Score -2109612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2109621.250000 Penalty: 3194.400879
	Iteration 31Q: 3 clusters Score -2109621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2109627.750000 Penalty: 3194.400879
	Iteration 32Q: 3 clusters Score -2109628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2109633.250000 Penalty: 3194.400879
	Iteration 33Q: 3 clusters Score -2109633 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2109636.750000 Penalty: 3194.400879
	Iteration 34Q: 3 clusters Score -2109637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2109641.750000 Penalty: 3194.400879
	Iteration 35Q: 3 clusters Score -2109642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -2109649.000000 Penalty: 3194.400879
	Iteration 36Q: 3 clusters Score -2109649 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2109653.750000 Penalty: 3194.400879
	Iteration 37Q: 3 clusters Score -2109654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2109656.500000 Penalty: 3194.400879
	Iteration 38Q: 3 clusters Score -2109656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2109659.750000 Penalty: 3194.400879
	Iteration 39Q: 3 clusters Score -2109660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -2109669.000000 Penalty: 3194.400879
	Iteration 40F: 3 clusters Score -2109669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2109668.750000 Penalty: 3194.400879
	Iteration 41Q: 3 clusters Score -2109669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2109669.750000 Penalty: 3194.400879
	Iteration 42Q: 3 clusters Score -2109670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2109670.500000 Penalty: 3194.400879
	Iteration 43Q: 3 clusters Score -2109670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2109676.000000 Penalty: 3194.400879
	Iteration 44Q: 3 clusters Score -2109676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2109671.750000 Penalty: 3194.400879
	Iteration 45Q: 3 clusters Score -2109672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2109672.250000 Penalty: 3194.400879
	Iteration 46Q: 3 clusters Score -2109672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2109672.750000 Penalty: 3194.400879
	Iteration 47Q: 3 clusters Score -2109673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2109680.500000 Penalty: 3194.400879
	Iteration 48Q: 3 clusters Score -2109680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2109683.000000 Penalty: 3194.400879
	Iteration 49Q: 3 clusters Score -2109683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2109683.250000 Penalty: 3194.400879
	Iteration 50Q: 3 clusters Score -2109683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2109685.750000 Penalty: 3194.400879
	Iteration 51Q: 3 clusters Score -2109686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2109689.750000 Penalty: 3194.400879
	Iteration 52Q: 3 clusters Score -2109690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2109686.000000 Penalty: 3194.400879
	Iteration 53Q: 3 clusters Score -2109686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2109689.250000 Penalty: 3194.400879
	Iteration 54Q: 3 clusters Score -2109689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2109695.000000 Penalty: 3194.400879
	Iteration 55Q: 3 clusters Score -2109695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2109696.500000 Penalty: 3194.400879
	Iteration 56Q: 3 clusters Score -2109696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2109699.750000 Penalty: 3194.400879
	Iteration 57Q: 3 clusters Score -2109700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2109698.250000 Penalty: 3194.400879
	Iteration 58Q: 3 clusters Score -2109698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2109693.750000 Penalty: 3194.400879
	Iteration 59Q: 3 clusters Score -2109694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -2109692.500000 Penalty: 3194.400879
	Iteration 60F: 3 clusters Score -2109692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2109697.250000 Penalty: 3194.400879
	Iteration 61Q: 3 clusters Score -2109697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2109699.500000 Penalty: 3194.400879
	Iteration 62Q: 3 clusters Score -2109700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2109700.750000 Penalty: 3194.400879
	Iteration 63Q: 3 clusters Score -2109701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2109702.500000 Penalty: 3194.400879
	Iteration 64Q: 3 clusters Score -2109702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2109702.750000 Penalty: 3194.400879
	Iteration 65Q: 3 clusters Score -2109703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2109702.250000 Penalty: 3194.400879
	Iteration 66Q: 3 clusters Score -2109702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -2109705.250000 Penalty: 3194.400879
	Iteration 67Q: 3 clusters Score -2109705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2109710.250000 Penalty: 3194.400879
	Iteration 68Q: 3 clusters Score -2109710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2109710.000000 Penalty: 3194.400879
	Iteration 69Q: 3 clusters Score -2109710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2109709.500000 Penalty: 3194.400879
	Iteration 70Q: 3 clusters Score -2109710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2109709.500000 Penalty: 3194.400879
	Iteration 71F: 3 clusters Score -2109710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Entering Unmasked Estep 
Score: -40535.292969 Penalty: 1041.920532
	Iteration 0F: 2 clusters Score -40535.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -39528.285156 Penalty: 2083.841064
	Iteration 0F: 3 clusters Score -39528.29 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -39955.242188 Penalty: 2083.841064
	Iteration 1F: 3 clusters Score -39955.24 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -40192.835938 Penalty: 2083.841064
	Iteration 2F: 3 clusters Score -40192.84 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -40307.011719 Penalty: 2083.841064
	Iteration 3F: 3 clusters Score -40307.01 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -40383.531250 Penalty: 2083.841064
	Iteration 4Q: 3 clusters Score -40383.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -40394.570312 Penalty: 2083.841064
	Iteration 5Q: 3 clusters Score -40394.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -40401.191406 Penalty: 2083.841064
	Iteration 6Q: 3 clusters Score -40401.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40403.164062 Penalty: 2083.841064
	Iteration 7Q: 3 clusters Score -40403.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -40403.164062 Penalty: 2083.841064
	Iteration 8F: 3 clusters Score -40403.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Entering Unmasked Estep 
Score: -665027.875000 Penalty: 1410.415894
	Iteration 0F: 2 clusters Score -665027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -660475.500000 Penalty: 2820.831787
	Iteration 0F: 3 clusters Score -660475.5 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -661816.500000 Penalty: 2820.831787
	Iteration 1F: 3 clusters Score -661816.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -662066.812500 Penalty: 2820.831787
	Iteration 2F: 3 clusters Score -662066.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -662336.937500 Penalty: 2820.831787
	Iteration 3F: 3 clusters Score -662336.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -662589.687500 Penalty: 2820.831787
	Iteration 4F: 3 clusters Score -662589.7 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -662839.687500 Penalty: 2820.831787
	Iteration 5F: 3 clusters Score -662839.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -663044.875000 Penalty: 2820.831787
	Iteration 6F: 3 clusters Score -663044.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -663217.625000 Penalty: 2820.831787
	Iteration 7Q: 3 clusters Score -663217.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -663360.937500 Penalty: 2820.831787
	Iteration 8Q: 3 clusters Score -663360.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -663491.625000 Penalty: 2820.831787
	Iteration 9Q: 3 clusters Score -663491.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -663601.562500 Penalty: 2820.831787
	Iteration 10Q: 3 clusters Score -663601.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -663673.625000 Penalty: 2820.831787
	Iteration 11Q: 3 clusters Score -663673.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -663714.062500 Penalty: 2820.831787
	Iteration 12Q: 3 clusters Score -663714.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -663739.500000 Penalty: 2820.831787
	Iteration 13Q: 3 clusters Score -663739.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -663761.437500 Penalty: 2820.831787
	Iteration 14Q: 3 clusters Score -663761.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -663780.812500 Penalty: 2820.831787
	Iteration 15Q: 3 clusters Score -663780.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -663801.937500 Penalty: 2820.831787
	Iteration 16Q: 3 clusters Score -663801.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -663819.625000 Penalty: 2820.831787
	Iteration 17Q: 3 clusters Score -663819.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -663830.937500 Penalty: 2820.831787
	Iteration 18Q: 3 clusters Score -663830.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -663845.375000 Penalty: 2820.831787
	Iteration 19Q: 3 clusters Score -663845.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -663853.375000 Penalty: 2820.831787
	Iteration 20F: 3 clusters Score -663853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -663864.250000 Penalty: 2820.831787
	Iteration 21Q: 3 clusters Score -663864.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -663870.375000 Penalty: 2820.831787
	Iteration 22Q: 3 clusters Score -663870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -663877.937500 Penalty: 2820.831787
	Iteration 23Q: 3 clusters Score -663877.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -663887.000000 Penalty: 2820.831787
	Iteration 24Q: 3 clusters Score -663887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -663893.500000 Penalty: 2820.831787
	Iteration 25Q: 3 clusters Score -663893.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -663896.687500 Penalty: 2820.831787
	Iteration 26Q: 3 clusters Score -663896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -663900.500000 Penalty: 2820.831787
	Iteration 27Q: 3 clusters Score -663900.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -663905.812500 Penalty: 2820.831787
	Iteration 28Q: 3 clusters Score -663905.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -663910.625000 Penalty: 2820.831787
	Iteration 29Q: 3 clusters Score -663910.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -663913.437500 Penalty: 2820.831787
	Iteration 30Q: 3 clusters Score -663913.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -663915.562500 Penalty: 2820.831787
	Iteration 31Q: 3 clusters Score -663915.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -663918.562500 Penalty: 2820.831787
	Iteration 32Q: 3 clusters Score -663918.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -663920.187500 Penalty: 2820.831787
	Iteration 33Q: 3 clusters Score -663920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -663921.062500 Penalty: 2820.831787
	Iteration 34Q: 3 clusters Score -663921.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -663921.937500 Penalty: 2820.831787
	Iteration 35Q: 3 clusters Score -663921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -663922.500000 Penalty: 2820.831787
	Iteration 36Q: 3 clusters Score -663922.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -663922.500000 Penalty: 2820.831787
	Iteration 37F: 3 clusters Score -663922.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -137656.953125 Penalty: 1155.753174
	Iteration 0F: 2 clusters Score -137657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -136094.828125 Penalty: 2311.506348
	Iteration 0F: 3 clusters Score -136094.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -136436.109375 Penalty: 2311.506348
	Iteration 1F: 3 clusters Score -136436.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -136574.000000 Penalty: 2311.506348
	Iteration 2F: 3 clusters Score -136574 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -136657.593750 Penalty: 2311.506348
	Iteration 3F: 3 clusters Score -136657.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -136691.765625 Penalty: 2311.506348
	Iteration 4Q: 3 clusters Score -136691.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136712.468750 Penalty: 2311.506348
	Iteration 5Q: 3 clusters Score -136712.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -136725.656250 Penalty: 2311.506348
	Iteration 6Q: 3 clusters Score -136725.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -136736.515625 Penalty: 2311.506348
	Iteration 7Q: 3 clusters Score -136736.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -136741.968750 Penalty: 2311.506348
	Iteration 8Q: 3 clusters Score -136742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136745.187500 Penalty: 2311.506348
	Iteration 9Q: 3 clusters Score -136745.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -136746.765625 Penalty: 2311.506348
	Iteration 10Q: 3 clusters Score -136746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136750.000000 Penalty: 2311.506348
	Iteration 11Q: 3 clusters Score -136750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -136754.062500 Penalty: 2311.506348
	Iteration 12Q: 3 clusters Score -136754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -136760.390625 Penalty: 2311.506348
	Iteration 13Q: 3 clusters Score -136760.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -136766.546875 Penalty: 2311.506348
	Iteration 14Q: 3 clusters Score -136766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136769.171875 Penalty: 2311.506348
	Iteration 15Q: 3 clusters Score -136769.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136769.718750 Penalty: 2311.506348
	Iteration 16Q: 3 clusters Score -136769.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -136770.640625 Penalty: 2311.506348
	Iteration 17Q: 3 clusters Score -136770.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136772.656250 Penalty: 2311.506348
	Iteration 18Q: 3 clusters Score -136772.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136773.703125 Penalty: 2311.506348
	Iteration 19Q: 3 clusters Score -136773.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136774.640625 Penalty: 2311.506348
	Iteration 20F: 3 clusters Score -136774.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136776.265625 Penalty: 2311.506348
	Iteration 21Q: 3 clusters Score -136776.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136776.468750 Penalty: 2311.506348
	Iteration 22Q: 3 clusters Score -136776.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -136776.468750 Penalty: 2311.506348
	Iteration 23F: 3 clusters Score -136776.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (44344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Entering Unmasked Estep 
Score: -5171058.000000 Penalty: 1738.706543
	Iteration 0F: 2 clusters Score -5171058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -5141534.000000 Penalty: 3477.413086
	Iteration 0F: 3 clusters Score -5141534 nChanged 20666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -5153439.500000 Penalty: 3477.413086
	Iteration 1F: 3 clusters Score -5153440 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -5154331.500000 Penalty: 3477.413086
	Iteration 2Q: 3 clusters Score -5154332 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -5155339.000000 Penalty: 3477.413086
	Iteration 3Q: 3 clusters Score -5155339 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5156455.500000 Penalty: 3477.413086
	Iteration 4F: 3 clusters Score -5156456 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -5157746.000000 Penalty: 3477.413086
	Iteration 5F: 3 clusters Score -5157746 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -5159126.500000 Penalty: 3477.413086
	Iteration 6F: 3 clusters Score -5159126 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -5160699.000000 Penalty: 3477.413086
	Iteration 7F: 3 clusters Score -5160699 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -5162251.000000 Penalty: 3477.413086
	Iteration 8F: 3 clusters Score -5162251 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -5163516.500000 Penalty: 3477.413086
	Iteration 9F: 3 clusters Score -5163516 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -5164461.500000 Penalty: 3477.413086
	Iteration 10Q: 3 clusters Score -5164462 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5165045.000000 Penalty: 3477.413086
	Iteration 11Q: 3 clusters Score -5165045 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5165430.500000 Penalty: 3477.413086
	Iteration 12Q: 3 clusters Score -5165430 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -5165687.000000 Penalty: 3477.413086
	Iteration 13Q: 3 clusters Score -5165687 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -5165910.000000 Penalty: 3477.413086
	Iteration 14Q: 3 clusters Score -5165910 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -5166085.500000 Penalty: 3477.413086
	Iteration 15Q: 3 clusters Score -5166086 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24075 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -5166267.500000 Penalty: 3477.413086
	Iteration 16Q: 3 clusters Score -5166268 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -5166406.500000 Penalty: 3477.413086
	Iteration 17Q: 3 clusters Score -5166406 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5166520.000000 Penalty: 3477.413086
	Iteration 18Q: 3 clusters Score -5166520 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -5166590.000000 Penalty: 3477.413086
	Iteration 19Q: 3 clusters Score -5166590 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -5166637.000000 Penalty: 3477.413086
	Iteration 20F: 3 clusters Score -5166637 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -5166689.000000 Penalty: 3477.413086
	Iteration 21Q: 3 clusters Score -5166689 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5166750.000000 Penalty: 3477.413086
	Iteration 22Q: 3 clusters Score -5166750 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -5166789.500000 Penalty: 3477.413086
	Iteration 23Q: 3 clusters Score -5166790 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25115 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -5166846.500000 Penalty: 3477.413086
	Iteration 24Q: 3 clusters Score -5166846 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -5166869.500000 Penalty: 3477.413086
	Iteration 25Q: 3 clusters Score -5166870 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 18956 members 
Entering Unmasked Estep 
Score: -5166887.000000 Penalty: 3477.413086
	Iteration 26Q: 3 clusters Score -5166887 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25520 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -5166906.500000 Penalty: 3477.413086
	Iteration 27Q: 3 clusters Score -5166906 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -5166940.000000 Penalty: 3477.413086
	Iteration 28Q: 3 clusters Score -5166940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25799 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -5166975.500000 Penalty: 3477.413086
	Iteration 29Q: 3 clusters Score -5166976 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5166981.500000 Penalty: 3477.413086
	Iteration 30Q: 3 clusters Score -5166982 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -5167031.500000 Penalty: 3477.413086
	Iteration 31Q: 3 clusters Score -5167032 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -5167079.000000 Penalty: 3477.413086
	Iteration 32Q: 3 clusters Score -5167079 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -5167080.000000 Penalty: 3477.413086
	Iteration 33Q: 3 clusters Score -5167080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -5167092.500000 Penalty: 3477.413086
	Iteration 34Q: 3 clusters Score -5167092 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26668 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5167087.500000 Penalty: 3477.413086
	Iteration 35Q: 3 clusters Score -5167088 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5167093.000000 Penalty: 3477.413086
	Iteration 36Q: 3 clusters Score -5167093 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -5167120.000000 Penalty: 3477.413086
	Iteration 37Q: 3 clusters Score -5167120 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -5167134.500000 Penalty: 3477.413086
	Iteration 38Q: 3 clusters Score -5167134 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -5167152.000000 Penalty: 3477.413086
	Iteration 39Q: 3 clusters Score -5167152 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27372 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5167171.500000 Penalty: 3477.413086
	Iteration 40F: 3 clusters Score -5167172 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -5167179.500000 Penalty: 3477.413086
	Iteration 41Q: 3 clusters Score -5167180 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -5167199.500000 Penalty: 3477.413086
	Iteration 42Q: 3 clusters Score -5167200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 16583 members 
Entering Unmasked Estep 
Score: -5167196.500000 Penalty: 3477.413086
	Iteration 43Q: 3 clusters Score -5167196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -5167197.500000 Penalty: 3477.413086
	Iteration 44Q: 3 clusters Score -5167198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -5167213.500000 Penalty: 3477.413086
	Iteration 45Q: 3 clusters Score -5167214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -5167228.500000 Penalty: 3477.413086
	Iteration 46Q: 3 clusters Score -5167228 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 16129 members 
Entering Unmasked Estep 
Score: -5167232.500000 Penalty: 3477.413086
	Iteration 47Q: 3 clusters Score -5167232 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -5167234.000000 Penalty: 3477.413086
	Iteration 48Q: 3 clusters Score -5167234 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28472 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -5167236.500000 Penalty: 3477.413086
	Iteration 49Q: 3 clusters Score -5167236 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -5167241.000000 Penalty: 3477.413086
	Iteration 50Q: 3 clusters Score -5167241 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5167273.000000 Penalty: 3477.413086
	Iteration 51Q: 3 clusters Score -5167273 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -5167297.000000 Penalty: 3477.413086
	Iteration 52Q: 3 clusters Score -5167297 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -5167315.500000 Penalty: 3477.413086
	Iteration 53Q: 3 clusters Score -5167316 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -5167338.500000 Penalty: 3477.413086
	Iteration 54Q: 3 clusters Score -5167338 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -5167340.500000 Penalty: 3477.413086
	Iteration 55Q: 3 clusters Score -5167340 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5167390.500000 Penalty: 3477.413086
	Iteration 56Q: 3 clusters Score -5167390 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -5167422.000000 Penalty: 3477.413086
	Iteration 57Q: 3 clusters Score -5167422 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -5167444.500000 Penalty: 3477.413086
	Iteration 58Q: 3 clusters Score -5167444 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -5167485.500000 Penalty: 3477.413086
	Iteration 59Q: 3 clusters Score -5167486 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -5167543.500000 Penalty: 3477.413086
	Iteration 60F: 3 clusters Score -5167544 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -5167591.500000 Penalty: 3477.413086
	Iteration 61Q: 3 clusters Score -5167592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -5167609.500000 Penalty: 3477.413086
	Iteration 62Q: 3 clusters Score -5167610 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -5167643.500000 Penalty: 3477.413086
	Iteration 63Q: 3 clusters Score -5167644 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -5167703.500000 Penalty: 3477.413086
	Iteration 64Q: 3 clusters Score -5167704 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32253 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5167737.000000 Penalty: 3477.413086
	Iteration 65Q: 3 clusters Score -5167737 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -5167785.000000 Penalty: 3477.413086
	Iteration 66Q: 3 clusters Score -5167785 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32840 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -5167823.500000 Penalty: 3477.413086
	Iteration 67Q: 3 clusters Score -5167824 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -5167881.500000 Penalty: 3477.413086
	Iteration 68Q: 3 clusters Score -5167882 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5167936.000000 Penalty: 3477.413086
	Iteration 69Q: 3 clusters Score -5167936 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -5168032.500000 Penalty: 3477.413086
	Iteration 70Q: 3 clusters Score -5168032 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -5168102.000000 Penalty: 3477.413086
	Iteration 71Q: 3 clusters Score -5168102 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -5168184.000000 Penalty: 3477.413086
	Iteration 72Q: 3 clusters Score -5168184 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -5168239.000000 Penalty: 3477.413086
	Iteration 73Q: 3 clusters Score -5168239 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -5168351.000000 Penalty: 3477.413086
	Iteration 74Q: 3 clusters Score -5168351 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -5168436.500000 Penalty: 3477.413086
	Iteration 75Q: 3 clusters Score -5168436 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -5168530.000000 Penalty: 3477.413086
	Iteration 76Q: 3 clusters Score -5168530 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -5168656.000000 Penalty: 3477.413086
	Iteration 77Q: 3 clusters Score -5168656 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -5168758.500000 Penalty: 3477.413086
	Iteration 78Q: 3 clusters Score -5168758 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5168856.500000 Penalty: 3477.413086
	Iteration 79Q: 3 clusters Score -5168856 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37723 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -5168950.500000 Penalty: 3477.413086
	Iteration 80F: 3 clusters Score -5168950 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -5169071.000000 Penalty: 3477.413086
	Iteration 81Q: 3 clusters Score -5169071 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -5169182.500000 Penalty: 3477.413086
	Iteration 82Q: 3 clusters Score -5169182 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -5169281.000000 Penalty: 3477.413086
	Iteration 83Q: 3 clusters Score -5169281 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39085 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -5169360.500000 Penalty: 3477.413086
	Iteration 84Q: 3 clusters Score -5169360 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -5169449.000000 Penalty: 3477.413086
	Iteration 85Q: 3 clusters Score -5169449 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -5169545.500000 Penalty: 3477.413086
	Iteration 86Q: 3 clusters Score -5169546 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -5169624.500000 Penalty: 3477.413086
	Iteration 87Q: 3 clusters Score -5169624 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -5169702.000000 Penalty: 3477.413086
	Iteration 88Q: 3 clusters Score -5169702 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40440 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -5169787.000000 Penalty: 3477.413086
	Iteration 89Q: 3 clusters Score -5169787 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5169856.000000 Penalty: 3477.413086
	Iteration 90Q: 3 clusters Score -5169856 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -5169928.500000 Penalty: 3477.413086
	Iteration 91Q: 3 clusters Score -5169928 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -5169971.000000 Penalty: 3477.413086
	Iteration 92Q: 3 clusters Score -5169971 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -5170012.500000 Penalty: 3477.413086
	Iteration 93Q: 3 clusters Score -5170012 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5170038.500000 Penalty: 3477.413086
	Iteration 94Q: 3 clusters Score -5170038 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -5170048.500000 Penalty: 3477.413086
	Iteration 95Q: 3 clusters Score -5170048 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -5170077.500000 Penalty: 3477.413086
	Iteration 96Q: 3 clusters Score -5170078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -5170109.500000 Penalty: 3477.413086
	Iteration 97Q: 3 clusters Score -5170110 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5170116.000000 Penalty: 3477.413086
	Iteration 98Q: 3 clusters Score -5170116 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5170127.000000 Penalty: 3477.413086
	Iteration 99Q: 3 clusters Score -5170127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -5170147.000000 Penalty: 3477.413086
	Iteration 100F: 3 clusters Score -5170147 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -5170161.000000 Penalty: 3477.413086
	Iteration 101Q: 3 clusters Score -5170161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5170175.000000 Penalty: 3477.413086
	Iteration 102Q: 3 clusters Score -5170175 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -5170180.000000 Penalty: 3477.413086
	Iteration 103Q: 3 clusters Score -5170180 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -5170201.000000 Penalty: 3477.413086
	Iteration 104Q: 3 clusters Score -5170201 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5170217.000000 Penalty: 3477.413086
	Iteration 105Q: 3 clusters Score -5170217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5170212.000000 Penalty: 3477.413086
	Iteration 106Q: 3 clusters Score -5170212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -5170223.000000 Penalty: 3477.413086
	Iteration 107Q: 3 clusters Score -5170223 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5170225.000000 Penalty: 3477.413086
	Iteration 108Q: 3 clusters Score -5170225 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -5170236.500000 Penalty: 3477.413086
	Iteration 109Q: 3 clusters Score -5170236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -5170241.500000 Penalty: 3477.413086
	Iteration 110Q: 3 clusters Score -5170242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -5170253.000000 Penalty: 3477.413086
	Iteration 111Q: 3 clusters Score -5170253 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42234 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -5170248.500000 Penalty: 3477.413086
	Iteration 112Q: 3 clusters Score -5170248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5170251.500000 Penalty: 3477.413086
	Iteration 113Q: 3 clusters Score -5170252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -5170252.000000 Penalty: 3477.413086
	Iteration 114Q: 3 clusters Score -5170252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -5170256.000000 Penalty: 3477.413086
	Iteration 115Q: 3 clusters Score -5170256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -5170250.000000 Penalty: 3477.413086
	Iteration 116Q: 3 clusters Score -5170250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -5170252.000000 Penalty: 3477.413086
	Iteration 117Q: 3 clusters Score -5170252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -5170249.500000 Penalty: 3477.413086
	Iteration 118Q: 3 clusters Score -5170250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5170252.000000 Penalty: 3477.413086
	Iteration 119Q: 3 clusters Score -5170252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5170252.500000 Penalty: 3477.413086
	Iteration 120F: 3 clusters Score -5170252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -5170254.000000 Penalty: 3477.413086
	Iteration 121Q: 3 clusters Score -5170254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5170251.500000 Penalty: 3477.413086
	Iteration 122Q: 3 clusters Score -5170252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -5170249.000000 Penalty: 3477.413086
	Iteration 123Q: 3 clusters Score -5170249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5170253.500000 Penalty: 3477.413086
	Iteration 124Q: 3 clusters Score -5170254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5170253.500000 Penalty: 3477.413086
	Iteration 125F: 3 clusters Score -5170254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (5908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Entering Unmasked Estep 
Score: -646177.312500 Penalty: 1411.160278
	Iteration 0F: 2 clusters Score -646177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -641622.750000 Penalty: 2822.320557
	Iteration 0F: 3 clusters Score -641622.8 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -643092.125000 Penalty: 2822.320557
	Iteration 1F: 3 clusters Score -643092.1 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -643504.812500 Penalty: 2822.320557
	Iteration 2F: 3 clusters Score -643504.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -643877.937500 Penalty: 2822.320557
	Iteration 3F: 3 clusters Score -643877.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -644267.437500 Penalty: 2822.320557
	Iteration 4F: 3 clusters Score -644267.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -644607.562500 Penalty: 2822.320557
	Iteration 5F: 3 clusters Score -644607.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -644879.937500 Penalty: 2822.320557
	Iteration 6F: 3 clusters Score -644879.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -645097.125000 Penalty: 2822.320557
	Iteration 7Q: 3 clusters Score -645097.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -645279.500000 Penalty: 2822.320557
	Iteration 8Q: 3 clusters Score -645279.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -645394.312500 Penalty: 2822.320557
	Iteration 9Q: 3 clusters Score -645394.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -645485.000000 Penalty: 2822.320557
	Iteration 10Q: 3 clusters Score -645485 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -645582.250000 Penalty: 2822.320557
	Iteration 11Q: 3 clusters Score -645582.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -645663.375000 Penalty: 2822.320557
	Iteration 12Q: 3 clusters Score -645663.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -645714.125000 Penalty: 2822.320557
	Iteration 13Q: 3 clusters Score -645714.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -645742.062500 Penalty: 2822.320557
	Iteration 14Q: 3 clusters Score -645742.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -645754.437500 Penalty: 2822.320557
	Iteration 15Q: 3 clusters Score -645754.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -645762.500000 Penalty: 2822.320557
	Iteration 16Q: 3 clusters Score -645762.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -645771.562500 Penalty: 2822.320557
	Iteration 17Q: 3 clusters Score -645771.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -645778.750000 Penalty: 2822.320557
	Iteration 18Q: 3 clusters Score -645778.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -645781.500000 Penalty: 2822.320557
	Iteration 19Q: 3 clusters Score -645781.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -645785.625000 Penalty: 2822.320557
	Iteration 20F: 3 clusters Score -645785.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -645791.062500 Penalty: 2822.320557
	Iteration 21Q: 3 clusters Score -645791.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -645793.312500 Penalty: 2822.320557
	Iteration 22Q: 3 clusters Score -645793.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -645797.750000 Penalty: 2822.320557
	Iteration 23Q: 3 clusters Score -645797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -645799.312500 Penalty: 2822.320557
	Iteration 24Q: 3 clusters Score -645799.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -645802.687500 Penalty: 2822.320557
	Iteration 25Q: 3 clusters Score -645802.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -645808.000000 Penalty: 2822.320557
	Iteration 26Q: 3 clusters Score -645808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -645809.937500 Penalty: 2822.320557
	Iteration 27Q: 3 clusters Score -645809.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -645816.312500 Penalty: 2822.320557
	Iteration 28Q: 3 clusters Score -645816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -645820.875000 Penalty: 2822.320557
	Iteration 29Q: 3 clusters Score -645820.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -645827.437500 Penalty: 2822.320557
	Iteration 30Q: 3 clusters Score -645827.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -645838.437500 Penalty: 2822.320557
	Iteration 31Q: 3 clusters Score -645838.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -645849.312500 Penalty: 2822.320557
	Iteration 32Q: 3 clusters Score -645849.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -645861.500000 Penalty: 2822.320557
	Iteration 33Q: 3 clusters Score -645861.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -645880.250000 Penalty: 2822.320557
	Iteration 34Q: 3 clusters Score -645880.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -645907.125000 Penalty: 2822.320557
	Iteration 35Q: 3 clusters Score -645907.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -645932.437500 Penalty: 2822.320557
	Iteration 36Q: 3 clusters Score -645932.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -645951.437500 Penalty: 2822.320557
	Iteration 37Q: 3 clusters Score -645951.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -645970.875000 Penalty: 2822.320557
	Iteration 38Q: 3 clusters Score -645970.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -645987.500000 Penalty: 2822.320557
	Iteration 39Q: 3 clusters Score -645987.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -646005.125000 Penalty: 2822.320557
	Iteration 40F: 3 clusters Score -646005.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -646016.625000 Penalty: 2822.320557
	Iteration 41Q: 3 clusters Score -646016.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -646028.750000 Penalty: 2822.320557
	Iteration 42Q: 3 clusters Score -646028.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -646038.687500 Penalty: 2822.320557
	Iteration 43Q: 3 clusters Score -646038.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -646044.875000 Penalty: 2822.320557
	Iteration 44Q: 3 clusters Score -646044.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -646050.625000 Penalty: 2822.320557
	Iteration 45Q: 3 clusters Score -646050.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -646061.312500 Penalty: 2822.320557
	Iteration 46Q: 3 clusters Score -646061.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -646071.437500 Penalty: 2822.320557
	Iteration 47Q: 3 clusters Score -646071.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -646082.812500 Penalty: 2822.320557
	Iteration 48Q: 3 clusters Score -646082.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -646092.062500 Penalty: 2822.320557
	Iteration 49Q: 3 clusters Score -646092.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -646100.437500 Penalty: 2822.320557
	Iteration 50Q: 3 clusters Score -646100.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -646107.687500 Penalty: 2822.320557
	Iteration 51Q: 3 clusters Score -646107.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -646114.875000 Penalty: 2822.320557
	Iteration 52Q: 3 clusters Score -646114.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -646125.062500 Penalty: 2822.320557
	Iteration 53Q: 3 clusters Score -646125.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -646132.875000 Penalty: 2822.320557
	Iteration 54Q: 3 clusters Score -646132.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -646138.062500 Penalty: 2822.320557
	Iteration 55Q: 3 clusters Score -646138.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -646144.312500 Penalty: 2822.320557
	Iteration 56Q: 3 clusters Score -646144.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -646152.000000 Penalty: 2822.320557
	Iteration 57Q: 3 clusters Score -646152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -646157.437500 Penalty: 2822.320557
	Iteration 58Q: 3 clusters Score -646157.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -646164.875000 Penalty: 2822.320557
	Iteration 59Q: 3 clusters Score -646164.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -646173.125000 Penalty: 2822.320557
	Iteration 60F: 3 clusters Score -646173.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -646176.375000 Penalty: 2822.320557
	Iteration 61Q: 3 clusters Score -646176.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -646178.312500 Penalty: 2822.320557
	Iteration 62Q: 3 clusters Score -646178.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -646181.687500 Penalty: 2822.320557
	Iteration 63Q: 3 clusters Score -646181.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -646182.437500 Penalty: 2822.320557
	Iteration 64Q: 3 clusters Score -646182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -646183.062500 Penalty: 2822.320557
	Iteration 65Q: 3 clusters Score -646183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -646183.687500 Penalty: 2822.320557
	Iteration 66Q: 3 clusters Score -646183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -646183.687500 Penalty: 2822.320557
	Iteration 67F: 3 clusters Score -646183.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6860 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2882 members 
Mstep: Class 5 contains 2240 members 
Mstep: Class 6 contains 6312 members 
Mstep: Class 7 contains 16042 members 
Mstep: Class 8 contains 1520 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 5059 members 
Mstep: Class 11 contains 2253 members 
Mstep: Class 12 contains 5403 members 
Mstep: Class 13 contains 10141 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29116 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 1689 members 
Mstep: Class 18 contains 376 members 
Mstep: Class 19 contains 5185 members 
Mstep: Class 20 contains 18563 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 5881 members 
Mstep: Class 23 contains 1227 members 
Mstep: Class 24 contains 44344 members 
Mstep: Class 25 contains 1604 members 
Mstep: Class 26 contains 3518 members 
Mstep: Class 27 contains 21093 members 
Mstep: Class 28 contains 900 members 
Mstep: Class 29 contains 3667 members 
Mstep: Class 30 contains 1695 members 
Mstep: Class 31 contains 2738 members 
Mstep: Class 32 contains 1322 members 
Mstep: Class 33 contains 9136 members 
Mstep: Class 34 contains 4325 members 
Mstep: Class 35 contains 13234 members 
Mstep: Class 36 contains 6409 members 
Mstep: Class 37 contains 4067 members 
Mstep: Class 38 contains 1368 members 
Mstep: Class 39 contains 594 members 
Mstep: Class 40 contains 87369 members 
Mstep: Class 41 contains 1530 members 
Mstep: Class 42 contains 6692 members 
Mstep: Class 43 contains 4304 members 
Entering Unmasked Estep 
Score: -40137876.000000 Penalty: 89428.890625
Splitting cluster 25 changes total score from -40138688.000000 to -40137876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -391010.312500 Penalty: 1326.917725
	Iteration 0F: 2 clusters Score -391010.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -387975.687500 Penalty: 2653.835449
	Iteration 0F: 3 clusters Score -387975.7 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -388735.187500 Penalty: 2653.835449
	Iteration 1F: 3 clusters Score -388735.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -388858.718750 Penalty: 2653.835449
	Iteration 2F: 3 clusters Score -388858.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -388945.156250 Penalty: 2653.835449
	Iteration 3Q: 3 clusters Score -388945.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -389031.093750 Penalty: 2653.835449
	Iteration 4Q: 3 clusters Score -389031.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -389106.125000 Penalty: 2653.835449
	Iteration 5Q: 3 clusters Score -389106.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -389160.000000 Penalty: 2653.835449
	Iteration 6Q: 3 clusters Score -389160 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -389217.781250 Penalty: 2653.835449
	Iteration 7Q: 3 clusters Score -389217.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -389290.812500 Penalty: 2653.835449
	Iteration 8Q: 3 clusters Score -389290.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -389380.625000 Penalty: 2653.835449
	Iteration 9Q: 3 clusters Score -389380.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -389467.093750 Penalty: 2653.835449
	Iteration 10Q: 3 clusters Score -389467.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -389557.437500 Penalty: 2653.835449
	Iteration 11Q: 3 clusters Score -389557.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -389636.312500 Penalty: 2653.835449
	Iteration 12Q: 3 clusters Score -389636.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -389696.093750 Penalty: 2653.835449
	Iteration 13Q: 3 clusters Score -389696.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -389760.218750 Penalty: 2653.835449
	Iteration 14Q: 3 clusters Score -389760.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -389805.281250 Penalty: 2653.835449
	Iteration 15Q: 3 clusters Score -389805.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -389837.531250 Penalty: 2653.835449
	Iteration 16Q: 3 clusters Score -389837.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -389862.843750 Penalty: 2653.835449
	Iteration 17Q: 3 clusters Score -389862.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -389886.218750 Penalty: 2653.835449
	Iteration 18Q: 3 clusters Score -389886.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -389908.750000 Penalty: 2653.835449
	Iteration 19Q: 3 clusters Score -389908.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -389931.250000 Penalty: 2653.835449
	Iteration 20F: 3 clusters Score -389931.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -389960.312500 Penalty: 2653.835449
	Iteration 21Q: 3 clusters Score -389960.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -389985.906250 Penalty: 2653.835449
	Iteration 22Q: 3 clusters Score -389985.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -390017.500000 Penalty: 2653.835449
	Iteration 23Q: 3 clusters Score -390017.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -390041.937500 Penalty: 2653.835449
	Iteration 24Q: 3 clusters Score -390041.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -390060.312500 Penalty: 2653.835449
	Iteration 25Q: 3 clusters Score -390060.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -390075.750000 Penalty: 2653.835449
	Iteration 26Q: 3 clusters Score -390075.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -390101.093750 Penalty: 2653.835449
	Iteration 27Q: 3 clusters Score -390101.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -390128.062500 Penalty: 2653.835449
	Iteration 28Q: 3 clusters Score -390128.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -390157.718750 Penalty: 2653.835449
	Iteration 29Q: 3 clusters Score -390157.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -390193.937500 Penalty: 2653.835449
	Iteration 30Q: 3 clusters Score -390193.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -390244.343750 Penalty: 2653.835449
	Iteration 31Q: 3 clusters Score -390244.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -390287.906250 Penalty: 2653.835449
	Iteration 32Q: 3 clusters Score -390287.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -390329.156250 Penalty: 2653.835449
	Iteration 33Q: 3 clusters Score -390329.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -390383.843750 Penalty: 2653.835449
	Iteration 34Q: 3 clusters Score -390383.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -390455.187500 Penalty: 2653.835449
	Iteration 35Q: 3 clusters Score -390455.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -390539.125000 Penalty: 2653.835449
	Iteration 36Q: 3 clusters Score -390539.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -390661.906250 Penalty: 2653.835449
	Iteration 37Q: 3 clusters Score -390661.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -390782.000000 Penalty: 2653.835449
	Iteration 38Q: 3 clusters Score -390782 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -390862.250000 Penalty: 2653.835449
	Iteration 39Q: 3 clusters Score -390862.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -390905.562500 Penalty: 2653.835449
	Iteration 40F: 3 clusters Score -390905.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -390928.625000 Penalty: 2653.835449
	Iteration 41Q: 3 clusters Score -390928.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -390949.250000 Penalty: 2653.835449
	Iteration 42Q: 3 clusters Score -390949.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -390957.093750 Penalty: 2653.835449
	Iteration 43Q: 3 clusters Score -390957.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -390960.562500 Penalty: 2653.835449
	Iteration 44Q: 3 clusters Score -390960.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -390962.937500 Penalty: 2653.835449
	Iteration 45Q: 3 clusters Score -390962.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -390964.812500 Penalty: 2653.835449
	Iteration 46Q: 3 clusters Score -390964.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -390965.062500 Penalty: 2653.835449
	Iteration 47Q: 3 clusters Score -390965.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -390967.406250 Penalty: 2653.835449
	Iteration 48Q: 3 clusters Score -390967.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -390969.625000 Penalty: 2653.835449
	Iteration 49Q: 3 clusters Score -390969.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -390972.906250 Penalty: 2653.835449
	Iteration 50Q: 3 clusters Score -390972.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -390973.843750 Penalty: 2653.835449
	Iteration 51Q: 3 clusters Score -390973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -390975.375000 Penalty: 2653.835449
	Iteration 52Q: 3 clusters Score -390975.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -390977.437500 Penalty: 2653.835449
	Iteration 53Q: 3 clusters Score -390977.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -390979.000000 Penalty: 2653.835449
	Iteration 54Q: 3 clusters Score -390979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -390979.156250 Penalty: 2653.835449
	Iteration 55Q: 3 clusters Score -390979.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -390979.156250 Penalty: 2653.835449
	Iteration 56F: 3 clusters Score -390979.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Entering Unmasked Estep 
Score: -2430039.000000 Penalty: 1617.963135
	Iteration 0F: 2 clusters Score -2430039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2415792.000000 Penalty: 3235.926270
	Iteration 0F: 3 clusters Score -2415792 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2421040.000000 Penalty: 3235.926270
	Iteration 1F: 3 clusters Score -2421040 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2421686.250000 Penalty: 3235.926270
	Iteration 2F: 3 clusters Score -2421686 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -2422648.250000 Penalty: 3235.926270
	Iteration 3F: 3 clusters Score -2422648 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14642 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2423940.750000 Penalty: 3235.926270
	Iteration 4F: 3 clusters Score -2423941 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -2425405.750000 Penalty: 3235.926270
	Iteration 5F: 3 clusters Score -2425406 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2426748.000000 Penalty: 3235.926270
	Iteration 6F: 3 clusters Score -2426748 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2427785.500000 Penalty: 3235.926270
	Iteration 7F: 3 clusters Score -2427786 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -2428426.750000 Penalty: 3235.926270
	Iteration 8Q: 3 clusters Score -2428427 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2428794.250000 Penalty: 3235.926270
	Iteration 9Q: 3 clusters Score -2428794 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -2429006.500000 Penalty: 3235.926270
	Iteration 10Q: 3 clusters Score -2429006 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2429083.250000 Penalty: 3235.926270
	Iteration 11Q: 3 clusters Score -2429083 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2429122.750000 Penalty: 3235.926270
	Iteration 12Q: 3 clusters Score -2429123 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2429156.000000 Penalty: 3235.926270
	Iteration 13Q: 3 clusters Score -2429156 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2429171.500000 Penalty: 3235.926270
	Iteration 14Q: 3 clusters Score -2429172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2429188.750000 Penalty: 3235.926270
	Iteration 15Q: 3 clusters Score -2429189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2429194.000000 Penalty: 3235.926270
	Iteration 16Q: 3 clusters Score -2429194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2429200.500000 Penalty: 3235.926270
	Iteration 17Q: 3 clusters Score -2429200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2429202.750000 Penalty: 3235.926270
	Iteration 18Q: 3 clusters Score -2429203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2429207.000000 Penalty: 3235.926270
	Iteration 19Q: 3 clusters Score -2429207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2429210.000000 Penalty: 3235.926270
	Iteration 20F: 3 clusters Score -2429210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2429209.500000 Penalty: 3235.926270
	Iteration 21Q: 3 clusters Score -2429210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -2429214.000000 Penalty: 3235.926270
	Iteration 22Q: 3 clusters Score -2429214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2429213.250000 Penalty: 3235.926270
	Iteration 23Q: 3 clusters Score -2429213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2429211.500000 Penalty: 3235.926270
	Iteration 24Q: 3 clusters Score -2429212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2429214.250000 Penalty: 3235.926270
	Iteration 25Q: 3 clusters Score -2429214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2429212.250000 Penalty: 3235.926270
	Iteration 26Q: 3 clusters Score -2429212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2429211.250000 Penalty: 3235.926270
	Iteration 27Q: 3 clusters Score -2429211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2429215.000000 Penalty: 3235.926270
	Iteration 28Q: 3 clusters Score -2429215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2429216.000000 Penalty: 3235.926270
	Iteration 29Q: 3 clusters Score -2429216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2429223.250000 Penalty: 3235.926270
	Iteration 30Q: 3 clusters Score -2429223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2429221.000000 Penalty: 3235.926270
	Iteration 31Q: 3 clusters Score -2429221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2429221.500000 Penalty: 3235.926270
	Iteration 32Q: 3 clusters Score -2429222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2429219.750000 Penalty: 3235.926270
	Iteration 33Q: 3 clusters Score -2429220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2429221.500000 Penalty: 3235.926270
	Iteration 34Q: 3 clusters Score -2429222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2429221.500000 Penalty: 3235.926270
	Iteration 35F: 3 clusters Score -2429222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Entering Unmasked Estep 
Score: -98985.414062 Penalty: 1105.389160
	Iteration 0F: 2 clusters Score -98985.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -97618.578125 Penalty: 2210.778320
	Iteration 0F: 3 clusters Score -97618.58 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -97883.023438 Penalty: 2210.778320
	Iteration 1F: 3 clusters Score -97883.02 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -97984.960938 Penalty: 2210.778320
	Iteration 2F: 3 clusters Score -97984.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -98068.757812 Penalty: 2210.778320
	Iteration 3F: 3 clusters Score -98068.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -98117.570312 Penalty: 2210.778320
	Iteration 4Q: 3 clusters Score -98117.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -98148.859375 Penalty: 2210.778320
	Iteration 5Q: 3 clusters Score -98148.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -98158.429688 Penalty: 2210.778320
	Iteration 6Q: 3 clusters Score -98158.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -98164.304688 Penalty: 2210.778320
	Iteration 7Q: 3 clusters Score -98164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98166.515625 Penalty: 2210.778320
	Iteration 8Q: 3 clusters Score -98166.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -98170.070312 Penalty: 2210.778320
	Iteration 9Q: 3 clusters Score -98170.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98173.093750 Penalty: 2210.778320
	Iteration 10Q: 3 clusters Score -98173.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -98177.359375 Penalty: 2210.778320
	Iteration 11Q: 3 clusters Score -98177.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -98180.234375 Penalty: 2210.778320
	Iteration 12Q: 3 clusters Score -98180.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -98184.609375 Penalty: 2210.778320
	Iteration 13Q: 3 clusters Score -98184.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98186.742188 Penalty: 2210.778320
	Iteration 14Q: 3 clusters Score -98186.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98191.312500 Penalty: 2210.778320
	Iteration 15Q: 3 clusters Score -98191.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -98200.484375 Penalty: 2210.778320
	Iteration 16Q: 3 clusters Score -98200.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98202.609375 Penalty: 2210.778320
	Iteration 17Q: 3 clusters Score -98202.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -98202.609375 Penalty: 2210.778320
	Iteration 18F: 3 clusters Score -98202.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -419587.937500 Penalty: 1333.658569
	Iteration 0F: 2 clusters Score -419587.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -416479.156250 Penalty: 2667.317139
	Iteration 0F: 3 clusters Score -416479.2 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -417304.562500 Penalty: 2667.317139
	Iteration 1F: 3 clusters Score -417304.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -417435.375000 Penalty: 2667.317139
	Iteration 2F: 3 clusters Score -417435.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -417508.875000 Penalty: 2667.317139
	Iteration 3Q: 3 clusters Score -417508.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -417574.500000 Penalty: 2667.317139
	Iteration 4Q: 3 clusters Score -417574.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -417626.031250 Penalty: 2667.317139
	Iteration 5Q: 3 clusters Score -417626 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -417666.375000 Penalty: 2667.317139
	Iteration 6Q: 3 clusters Score -417666.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -417709.750000 Penalty: 2667.317139
	Iteration 7Q: 3 clusters Score -417709.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -417742.906250 Penalty: 2667.317139
	Iteration 8Q: 3 clusters Score -417742.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -417780.343750 Penalty: 2667.317139
	Iteration 9Q: 3 clusters Score -417780.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -417818.312500 Penalty: 2667.317139
	Iteration 10Q: 3 clusters Score -417818.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -417855.500000 Penalty: 2667.317139
	Iteration 11Q: 3 clusters Score -417855.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -417894.406250 Penalty: 2667.317139
	Iteration 12Q: 3 clusters Score -417894.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -417922.343750 Penalty: 2667.317139
	Iteration 13Q: 3 clusters Score -417922.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -417942.156250 Penalty: 2667.317139
	Iteration 14Q: 3 clusters Score -417942.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -417961.187500 Penalty: 2667.317139
	Iteration 15Q: 3 clusters Score -417961.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -417984.312500 Penalty: 2667.317139
	Iteration 16Q: 3 clusters Score -417984.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -418013.437500 Penalty: 2667.317139
	Iteration 17Q: 3 clusters Score -418013.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -418041.531250 Penalty: 2667.317139
	Iteration 18Q: 3 clusters Score -418041.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -418072.812500 Penalty: 2667.317139
	Iteration 19Q: 3 clusters Score -418072.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -418118.250000 Penalty: 2667.317139
	Iteration 20F: 3 clusters Score -418118.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -418168.843750 Penalty: 2667.317139
	Iteration 21Q: 3 clusters Score -418168.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -418214.593750 Penalty: 2667.317139
	Iteration 22Q: 3 clusters Score -418214.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -418260.531250 Penalty: 2667.317139
	Iteration 23Q: 3 clusters Score -418260.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -418298.531250 Penalty: 2667.317139
	Iteration 24Q: 3 clusters Score -418298.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -418318.656250 Penalty: 2667.317139
	Iteration 25Q: 3 clusters Score -418318.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -418332.906250 Penalty: 2667.317139
	Iteration 26Q: 3 clusters Score -418332.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -418349.437500 Penalty: 2667.317139
	Iteration 27Q: 3 clusters Score -418349.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -418360.093750 Penalty: 2667.317139
	Iteration 28Q: 3 clusters Score -418360.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -418368.000000 Penalty: 2667.317139
	Iteration 29Q: 3 clusters Score -418368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -418371.125000 Penalty: 2667.317139
	Iteration 30Q: 3 clusters Score -418371.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -418372.500000 Penalty: 2667.317139
	Iteration 31Q: 3 clusters Score -418372.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -418373.625000 Penalty: 2667.317139
	Iteration 32Q: 3 clusters Score -418373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -418376.531250 Penalty: 2667.317139
	Iteration 33Q: 3 clusters Score -418376.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -418381.125000 Penalty: 2667.317139
	Iteration 34Q: 3 clusters Score -418381.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -418388.125000 Penalty: 2667.317139
	Iteration 35Q: 3 clusters Score -418388.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -418392.812500 Penalty: 2667.317139
	Iteration 36Q: 3 clusters Score -418392.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -418398.718750 Penalty: 2667.317139
	Iteration 37Q: 3 clusters Score -418398.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -418403.687500 Penalty: 2667.317139
	Iteration 38Q: 3 clusters Score -418403.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -418409.468750 Penalty: 2667.317139
	Iteration 39Q: 3 clusters Score -418409.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -418412.125000 Penalty: 2667.317139
	Iteration 40F: 3 clusters Score -418412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -418415.375000 Penalty: 2667.317139
	Iteration 41Q: 3 clusters Score -418415.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -418416.062500 Penalty: 2667.317139
	Iteration 42Q: 3 clusters Score -418416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -418416.968750 Penalty: 2667.317139
	Iteration 43Q: 3 clusters Score -418417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -418418.750000 Penalty: 2667.317139
	Iteration 44Q: 3 clusters Score -418418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -418421.156250 Penalty: 2667.317139
	Iteration 45Q: 3 clusters Score -418421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -418423.312500 Penalty: 2667.317139
	Iteration 46Q: 3 clusters Score -418423.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -418423.781250 Penalty: 2667.317139
	Iteration 47Q: 3 clusters Score -418423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -418425.000000 Penalty: 2667.317139
	Iteration 48Q: 3 clusters Score -418425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -418425.281250 Penalty: 2667.317139
	Iteration 49Q: 3 clusters Score -418425.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -418426.343750 Penalty: 2667.317139
	Iteration 50Q: 3 clusters Score -418426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -418426.468750 Penalty: 2667.317139
	Iteration 51Q: 3 clusters Score -418426.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -418427.500000 Penalty: 2667.317139
	Iteration 52Q: 3 clusters Score -418427.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -418429.250000 Penalty: 2667.317139
	Iteration 53Q: 3 clusters Score -418429.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -418430.781250 Penalty: 2667.317139
	Iteration 54Q: 3 clusters Score -418430.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -418432.437500 Penalty: 2667.317139
	Iteration 55Q: 3 clusters Score -418432.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -418434.031250 Penalty: 2667.317139
	Iteration 56Q: 3 clusters Score -418434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -418436.812500 Penalty: 2667.317139
	Iteration 57Q: 3 clusters Score -418436.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -418440.281250 Penalty: 2667.317139
	Iteration 58Q: 3 clusters Score -418440.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -418441.031250 Penalty: 2667.317139
	Iteration 59Q: 3 clusters Score -418441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -418442.531250 Penalty: 2667.317139
	Iteration 60F: 3 clusters Score -418442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -418442.750000 Penalty: 2667.317139
	Iteration 61Q: 3 clusters Score -418442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -418443.218750 Penalty: 2667.317139
	Iteration 62Q: 3 clusters Score -418443.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -418443.218750 Penalty: 2667.317139
	Iteration 63Q: 3 clusters Score -418443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -418443.343750 Penalty: 2667.317139
	Iteration 64Q: 3 clusters Score -418443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -418443.250000 Penalty: 2667.317139
	Iteration 65Q: 3 clusters Score -418443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -418444.656250 Penalty: 2667.317139
	Iteration 66Q: 3 clusters Score -418444.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -418445.062500 Penalty: 2667.317139
	Iteration 67Q: 3 clusters Score -418445.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -418445.906250 Penalty: 2667.317139
	Iteration 68Q: 3 clusters Score -418445.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -418447.875000 Penalty: 2667.317139
	Iteration 69Q: 3 clusters Score -418447.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -418449.312500 Penalty: 2667.317139
	Iteration 70Q: 3 clusters Score -418449.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -418449.375000 Penalty: 2667.317139
	Iteration 71Q: 3 clusters Score -418449.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -418450.593750 Penalty: 2667.317139
	Iteration 72Q: 3 clusters Score -418450.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -418451.687500 Penalty: 2667.317139
	Iteration 73Q: 3 clusters Score -418451.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -418452.968750 Penalty: 2667.317139
	Iteration 74Q: 3 clusters Score -418453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -418453.718750 Penalty: 2667.317139
	Iteration 75Q: 3 clusters Score -418453.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -418454.437500 Penalty: 2667.317139
	Iteration 76Q: 3 clusters Score -418454.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -418454.656250 Penalty: 2667.317139
	Iteration 77Q: 3 clusters Score -418454.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -418455.875000 Penalty: 2667.317139
	Iteration 78Q: 3 clusters Score -418455.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -418457.531250 Penalty: 2667.317139
	Iteration 79Q: 3 clusters Score -418457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -418458.500000 Penalty: 2667.317139
	Iteration 80F: 3 clusters Score -418458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -418458.781250 Penalty: 2667.317139
	Iteration 81Q: 3 clusters Score -418458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -418458.812500 Penalty: 2667.317139
	Iteration 82Q: 3 clusters Score -418458.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -418459.531250 Penalty: 2667.317139
	Iteration 83Q: 3 clusters Score -418459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -418459.968750 Penalty: 2667.317139
	Iteration 84Q: 3 clusters Score -418460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -418459.656250 Penalty: 2667.317139
	Iteration 85Q: 3 clusters Score -418459.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -418459.656250 Penalty: 2667.317139
	Iteration 86F: 3 clusters Score -418459.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Entering Unmasked Estep 
Score: -185957.390625 Penalty: 1208.258667
	Iteration 0F: 2 clusters Score -185957.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -184079.515625 Penalty: 2416.517334
	Iteration 0F: 3 clusters Score -184079.5 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -184456.375000 Penalty: 2416.517334
	Iteration 1F: 3 clusters Score -184456.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -184569.921875 Penalty: 2416.517334
	Iteration 2F: 3 clusters Score -184569.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -184644.875000 Penalty: 2416.517334
	Iteration 3F: 3 clusters Score -184644.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -184713.343750 Penalty: 2416.517334
	Iteration 4Q: 3 clusters Score -184713.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -184779.859375 Penalty: 2416.517334
	Iteration 5Q: 3 clusters Score -184779.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -184837.062500 Penalty: 2416.517334
	Iteration 6Q: 3 clusters Score -184837.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -184888.875000 Penalty: 2416.517334
	Iteration 7Q: 3 clusters Score -184888.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -184930.000000 Penalty: 2416.517334
	Iteration 8Q: 3 clusters Score -184930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -184981.046875 Penalty: 2416.517334
	Iteration 9Q: 3 clusters Score -184981 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -185060.937500 Penalty: 2416.517334
	Iteration 10Q: 3 clusters Score -185060.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -185167.703125 Penalty: 2416.517334
	Iteration 11Q: 3 clusters Score -185167.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -185285.843750 Penalty: 2416.517334
	Iteration 12Q: 3 clusters Score -185285.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -185353.578125 Penalty: 2416.517334
	Iteration 13Q: 3 clusters Score -185353.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -185395.125000 Penalty: 2416.517334
	Iteration 14Q: 3 clusters Score -185395.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -185417.546875 Penalty: 2416.517334
	Iteration 15Q: 3 clusters Score -185417.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -185431.578125 Penalty: 2416.517334
	Iteration 16Q: 3 clusters Score -185431.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -185449.375000 Penalty: 2416.517334
	Iteration 17Q: 3 clusters Score -185449.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -185477.171875 Penalty: 2416.517334
	Iteration 18Q: 3 clusters Score -185477.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -185491.140625 Penalty: 2416.517334
	Iteration 19Q: 3 clusters Score -185491.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -185507.703125 Penalty: 2416.517334
	Iteration 20F: 3 clusters Score -185507.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -185521.984375 Penalty: 2416.517334
	Iteration 21Q: 3 clusters Score -185522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -185528.656250 Penalty: 2416.517334
	Iteration 22Q: 3 clusters Score -185528.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -185540.125000 Penalty: 2416.517334
	Iteration 23Q: 3 clusters Score -185540.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -185549.515625 Penalty: 2416.517334
	Iteration 24Q: 3 clusters Score -185549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -185552.218750 Penalty: 2416.517334
	Iteration 25Q: 3 clusters Score -185552.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -185555.687500 Penalty: 2416.517334
	Iteration 26Q: 3 clusters Score -185555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -185557.578125 Penalty: 2416.517334
	Iteration 27Q: 3 clusters Score -185557.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -185558.234375 Penalty: 2416.517334
	Iteration 28Q: 3 clusters Score -185558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -185562.203125 Penalty: 2416.517334
	Iteration 29Q: 3 clusters Score -185562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -185565.890625 Penalty: 2416.517334
	Iteration 30Q: 3 clusters Score -185565.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -185574.625000 Penalty: 2416.517334
	Iteration 31Q: 3 clusters Score -185574.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -185576.328125 Penalty: 2416.517334
	Iteration 32Q: 3 clusters Score -185576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -185578.812500 Penalty: 2416.517334
	Iteration 33Q: 3 clusters Score -185578.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -185583.656250 Penalty: 2416.517334
	Iteration 34Q: 3 clusters Score -185583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -185588.187500 Penalty: 2416.517334
	Iteration 35Q: 3 clusters Score -185588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -185594.203125 Penalty: 2416.517334
	Iteration 36Q: 3 clusters Score -185594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -185602.859375 Penalty: 2416.517334
	Iteration 37Q: 3 clusters Score -185602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -185608.515625 Penalty: 2416.517334
	Iteration 38Q: 3 clusters Score -185608.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -185615.140625 Penalty: 2416.517334
	Iteration 39Q: 3 clusters Score -185615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -185620.078125 Penalty: 2416.517334
	Iteration 40F: 3 clusters Score -185620.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -185624.718750 Penalty: 2416.517334
	Iteration 41Q: 3 clusters Score -185624.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -185628.656250 Penalty: 2416.517334
	Iteration 42Q: 3 clusters Score -185628.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -185634.421875 Penalty: 2416.517334
	Iteration 43Q: 3 clusters Score -185634.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -185638.281250 Penalty: 2416.517334
	Iteration 44Q: 3 clusters Score -185638.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -185644.000000 Penalty: 2416.517334
	Iteration 45Q: 3 clusters Score -185644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -185650.500000 Penalty: 2416.517334
	Iteration 46Q: 3 clusters Score -185650.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -185654.343750 Penalty: 2416.517334
	Iteration 47Q: 3 clusters Score -185654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -185656.046875 Penalty: 2416.517334
	Iteration 48Q: 3 clusters Score -185656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -185656.828125 Penalty: 2416.517334
	Iteration 49Q: 3 clusters Score -185656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -185656.953125 Penalty: 2416.517334
	Iteration 50Q: 3 clusters Score -185657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -185656.953125 Penalty: 2416.517334
	Iteration 51F: 3 clusters Score -185657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Entering Unmasked Estep 
Score: -313718.906250 Penalty: 1286.184692
	Iteration 0F: 2 clusters Score -313718.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -311126.312500 Penalty: 2572.369385
	Iteration 0F: 3 clusters Score -311126.3 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -311784.875000 Penalty: 2572.369385
	Iteration 1F: 3 clusters Score -311784.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -311935.968750 Penalty: 2572.369385
	Iteration 2F: 3 clusters Score -311936 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -312033.593750 Penalty: 2572.369385
	Iteration 3F: 3 clusters Score -312033.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -312100.968750 Penalty: 2572.369385
	Iteration 4Q: 3 clusters Score -312101 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -312153.000000 Penalty: 2572.369385
	Iteration 5Q: 3 clusters Score -312153 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -312187.281250 Penalty: 2572.369385
	Iteration 6Q: 3 clusters Score -312187.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -312215.406250 Penalty: 2572.369385
	Iteration 7Q: 3 clusters Score -312215.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -312238.375000 Penalty: 2572.369385
	Iteration 8Q: 3 clusters Score -312238.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -312267.656250 Penalty: 2572.369385
	Iteration 9Q: 3 clusters Score -312267.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -312300.281250 Penalty: 2572.369385
	Iteration 10Q: 3 clusters Score -312300.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -312323.593750 Penalty: 2572.369385
	Iteration 11Q: 3 clusters Score -312323.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -312350.031250 Penalty: 2572.369385
	Iteration 12Q: 3 clusters Score -312350 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -312377.343750 Penalty: 2572.369385
	Iteration 13Q: 3 clusters Score -312377.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -312403.437500 Penalty: 2572.369385
	Iteration 14Q: 3 clusters Score -312403.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -312428.125000 Penalty: 2572.369385
	Iteration 15Q: 3 clusters Score -312428.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -312452.531250 Penalty: 2572.369385
	Iteration 16Q: 3 clusters Score -312452.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -312476.937500 Penalty: 2572.369385
	Iteration 17Q: 3 clusters Score -312476.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -312516.437500 Penalty: 2572.369385
	Iteration 18Q: 3 clusters Score -312516.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -312555.218750 Penalty: 2572.369385
	Iteration 19Q: 3 clusters Score -312555.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -312580.718750 Penalty: 2572.369385
	Iteration 20F: 3 clusters Score -312580.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -312607.281250 Penalty: 2572.369385
	Iteration 21Q: 3 clusters Score -312607.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -312640.062500 Penalty: 2572.369385
	Iteration 22Q: 3 clusters Score -312640.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -312663.875000 Penalty: 2572.369385
	Iteration 23Q: 3 clusters Score -312663.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -312675.937500 Penalty: 2572.369385
	Iteration 24Q: 3 clusters Score -312675.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -312682.656250 Penalty: 2572.369385
	Iteration 25Q: 3 clusters Score -312682.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -312688.343750 Penalty: 2572.369385
	Iteration 26Q: 3 clusters Score -312688.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -312696.593750 Penalty: 2572.369385
	Iteration 27Q: 3 clusters Score -312696.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -312703.562500 Penalty: 2572.369385
	Iteration 28Q: 3 clusters Score -312703.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -312706.093750 Penalty: 2572.369385
	Iteration 29Q: 3 clusters Score -312706.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -312707.781250 Penalty: 2572.369385
	Iteration 30Q: 3 clusters Score -312707.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -312709.218750 Penalty: 2572.369385
	Iteration 31Q: 3 clusters Score -312709.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -312711.968750 Penalty: 2572.369385
	Iteration 32Q: 3 clusters Score -312712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -312714.437500 Penalty: 2572.369385
	Iteration 33Q: 3 clusters Score -312714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -312718.625000 Penalty: 2572.369385
	Iteration 34Q: 3 clusters Score -312718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -312719.968750 Penalty: 2572.369385
	Iteration 35Q: 3 clusters Score -312720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -312722.968750 Penalty: 2572.369385
	Iteration 36Q: 3 clusters Score -312723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -312724.750000 Penalty: 2572.369385
	Iteration 37Q: 3 clusters Score -312724.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -312725.031250 Penalty: 2572.369385
	Iteration 38Q: 3 clusters Score -312725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -312725.843750 Penalty: 2572.369385
	Iteration 39Q: 3 clusters Score -312725.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -312727.625000 Penalty: 2572.369385
	Iteration 40F: 3 clusters Score -312727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -312729.468750 Penalty: 2572.369385
	Iteration 41Q: 3 clusters Score -312729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -312729.218750 Penalty: 2572.369385
	Iteration 42Q: 3 clusters Score -312729.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -312729.218750 Penalty: 2572.369385
	Iteration 43F: 3 clusters Score -312729.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Entering Unmasked Estep 
Score: -144621.265625 Penalty: 1167.871460
	Iteration 0F: 2 clusters Score -144621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -142973.828125 Penalty: 2335.742920
	Iteration 0F: 3 clusters Score -142973.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143304.421875 Penalty: 2335.742920
	Iteration 1F: 3 clusters Score -143304.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -143410.890625 Penalty: 2335.742920
	Iteration 2F: 3 clusters Score -143410.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -143499.765625 Penalty: 2335.742920
	Iteration 3F: 3 clusters Score -143499.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -143603.234375 Penalty: 2335.742920
	Iteration 4F: 3 clusters Score -143603.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -143704.062500 Penalty: 2335.742920
	Iteration 5F: 3 clusters Score -143704.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -143806.890625 Penalty: 2335.742920
	Iteration 6Q: 3 clusters Score -143806.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -143910.984375 Penalty: 2335.742920
	Iteration 7F: 3 clusters Score -143911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -143973.265625 Penalty: 2335.742920
	Iteration 8Q: 3 clusters Score -143973.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -144000.109375 Penalty: 2335.742920
	Iteration 9Q: 3 clusters Score -144000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -144008.703125 Penalty: 2335.742920
	Iteration 10Q: 3 clusters Score -144008.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -144017.187500 Penalty: 2335.742920
	Iteration 11Q: 3 clusters Score -144017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144023.062500 Penalty: 2335.742920
	Iteration 12Q: 3 clusters Score -144023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144025.156250 Penalty: 2335.742920
	Iteration 13Q: 3 clusters Score -144025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144026.562500 Penalty: 2335.742920
	Iteration 14Q: 3 clusters Score -144026.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -144026.562500 Penalty: 2335.742920
	Iteration 15F: 3 clusters Score -144026.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (9136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Entering Unmasked Estep 
Score: -1057107.250000 Penalty: 1481.996460
	Iteration 0F: 2 clusters Score -1057107 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1050450.625000 Penalty: 2963.992920
	Iteration 0F: 3 clusters Score -1050451 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1052509.125000 Penalty: 2963.992920
	Iteration 1F: 3 clusters Score -1052509 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1052714.250000 Penalty: 2963.992920
	Iteration 2F: 3 clusters Score -1052714 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1052868.375000 Penalty: 2963.992920
	Iteration 3Q: 3 clusters Score -1052868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1053005.750000 Penalty: 2963.992920
	Iteration 4Q: 3 clusters Score -1053006 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1053130.250000 Penalty: 2963.992920
	Iteration 5Q: 3 clusters Score -1053130 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1053232.375000 Penalty: 2963.992920
	Iteration 6Q: 3 clusters Score -1053232 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1053350.250000 Penalty: 2963.992920
	Iteration 7Q: 3 clusters Score -1053350 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1053498.250000 Penalty: 2963.992920
	Iteration 8Q: 3 clusters Score -1053498 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1053677.000000 Penalty: 2963.992920
	Iteration 9Q: 3 clusters Score -1053677 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1053851.125000 Penalty: 2963.992920
	Iteration 10Q: 3 clusters Score -1053851 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1054040.750000 Penalty: 2963.992920
	Iteration 11Q: 3 clusters Score -1054041 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1054251.500000 Penalty: 2963.992920
	Iteration 12Q: 3 clusters Score -1054252 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1054504.250000 Penalty: 2963.992920
	Iteration 13Q: 3 clusters Score -1054504 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1054759.500000 Penalty: 2963.992920
	Iteration 14Q: 3 clusters Score -1054760 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1054990.125000 Penalty: 2963.992920
	Iteration 15Q: 3 clusters Score -1054990 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1055207.375000 Penalty: 2963.992920
	Iteration 16Q: 3 clusters Score -1055207 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1055371.375000 Penalty: 2963.992920
	Iteration 17Q: 3 clusters Score -1055371 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1055492.125000 Penalty: 2963.992920
	Iteration 18Q: 3 clusters Score -1055492 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1055594.375000 Penalty: 2963.992920
	Iteration 19Q: 3 clusters Score -1055594 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1055674.375000 Penalty: 2963.992920
	Iteration 20F: 3 clusters Score -1055674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1055719.125000 Penalty: 2963.992920
	Iteration 21Q: 3 clusters Score -1055719 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1055741.250000 Penalty: 2963.992920
	Iteration 22Q: 3 clusters Score -1055741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1055762.625000 Penalty: 2963.992920
	Iteration 23Q: 3 clusters Score -1055763 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1055778.750000 Penalty: 2963.992920
	Iteration 24Q: 3 clusters Score -1055779 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1055795.375000 Penalty: 2963.992920
	Iteration 25Q: 3 clusters Score -1055795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1055807.500000 Penalty: 2963.992920
	Iteration 26Q: 3 clusters Score -1055808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1055811.125000 Penalty: 2963.992920
	Iteration 27Q: 3 clusters Score -1055811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1055819.000000 Penalty: 2963.992920
	Iteration 28Q: 3 clusters Score -1055819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1055825.250000 Penalty: 2963.992920
	Iteration 29Q: 3 clusters Score -1055825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1055830.250000 Penalty: 2963.992920
	Iteration 30Q: 3 clusters Score -1055830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1055836.000000 Penalty: 2963.992920
	Iteration 31Q: 3 clusters Score -1055836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1055840.500000 Penalty: 2963.992920
	Iteration 32Q: 3 clusters Score -1055840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1055844.750000 Penalty: 2963.992920
	Iteration 33Q: 3 clusters Score -1055845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1055849.000000 Penalty: 2963.992920
	Iteration 34Q: 3 clusters Score -1055849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1055850.875000 Penalty: 2963.992920
	Iteration 35Q: 3 clusters Score -1055851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1055857.500000 Penalty: 2963.992920
	Iteration 36Q: 3 clusters Score -1055858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1055861.250000 Penalty: 2963.992920
	Iteration 37Q: 3 clusters Score -1055861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1055861.375000 Penalty: 2963.992920
	Iteration 38Q: 3 clusters Score -1055861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1055862.750000 Penalty: 2963.992920
	Iteration 39Q: 3 clusters Score -1055863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1055864.750000 Penalty: 2963.992920
	Iteration 40F: 3 clusters Score -1055865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (4325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Entering Unmasked Estep 
Score: -435809.718750 Penalty: 1360.477173
	Iteration 0F: 2 clusters Score -435809.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -432281.656250 Penalty: 2720.954346
	Iteration 0F: 3 clusters Score -432281.7 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -433480.406250 Penalty: 2720.954346
	Iteration 1F: 3 clusters Score -433480.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -433773.906250 Penalty: 2720.954346
	Iteration 2F: 3 clusters Score -433773.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -433963.125000 Penalty: 2720.954346
	Iteration 3F: 3 clusters Score -433963.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -434115.968750 Penalty: 2720.954346
	Iteration 4Q: 3 clusters Score -434116 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -434246.906250 Penalty: 2720.954346
	Iteration 5Q: 3 clusters Score -434246.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -434368.000000 Penalty: 2720.954346
	Iteration 6Q: 3 clusters Score -434368 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -434470.187500 Penalty: 2720.954346
	Iteration 7Q: 3 clusters Score -434470.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -434574.343750 Penalty: 2720.954346
	Iteration 8Q: 3 clusters Score -434574.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -434674.937500 Penalty: 2720.954346
	Iteration 9Q: 3 clusters Score -434674.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -434759.125000 Penalty: 2720.954346
	Iteration 10Q: 3 clusters Score -434759.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -434876.593750 Penalty: 2720.954346
	Iteration 11Q: 3 clusters Score -434876.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -434991.125000 Penalty: 2720.954346
	Iteration 12Q: 3 clusters Score -434991.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -435109.843750 Penalty: 2720.954346
	Iteration 13Q: 3 clusters Score -435109.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -435226.968750 Penalty: 2720.954346
	Iteration 14Q: 3 clusters Score -435227 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -435321.906250 Penalty: 2720.954346
	Iteration 15Q: 3 clusters Score -435321.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -435417.562500 Penalty: 2720.954346
	Iteration 16Q: 3 clusters Score -435417.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -435510.968750 Penalty: 2720.954346
	Iteration 17Q: 3 clusters Score -435511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -435548.187500 Penalty: 2720.954346
	Iteration 18Q: 3 clusters Score -435548.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -435561.312500 Penalty: 2720.954346
	Iteration 19Q: 3 clusters Score -435561.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -435568.281250 Penalty: 2720.954346
	Iteration 20F: 3 clusters Score -435568.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -435571.000000 Penalty: 2720.954346
	Iteration 21Q: 3 clusters Score -435571 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -435574.281250 Penalty: 2720.954346
	Iteration 22Q: 3 clusters Score -435574.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -435575.250000 Penalty: 2720.954346
	Iteration 23Q: 3 clusters Score -435575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -435577.062500 Penalty: 2720.954346
	Iteration 24Q: 3 clusters Score -435577.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -435576.781250 Penalty: 2720.954346
	Iteration 25Q: 3 clusters Score -435576.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -435577.875000 Penalty: 2720.954346
	Iteration 26Q: 3 clusters Score -435577.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -435577.562500 Penalty: 2720.954346
	Iteration 27Q: 3 clusters Score -435577.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -435577.562500 Penalty: 2720.954346
	Iteration 28F: 3 clusters Score -435577.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (13234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Entering Unmasked Estep 
Score: -1532693.750000 Penalty: 1542.213501
	Iteration 0F: 2 clusters Score -1532694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1523458.625000 Penalty: 3084.427002
	Iteration 0F: 3 clusters Score -1523459 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1526613.250000 Penalty: 3084.427002
	Iteration 1F: 3 clusters Score -1526613 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1526857.375000 Penalty: 3084.427002
	Iteration 2F: 3 clusters Score -1526857 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1527032.625000 Penalty: 3084.427002
	Iteration 3Q: 3 clusters Score -1527033 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1527197.750000 Penalty: 3084.427002
	Iteration 4Q: 3 clusters Score -1527198 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1527331.625000 Penalty: 3084.427002
	Iteration 5Q: 3 clusters Score -1527332 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1527456.125000 Penalty: 3084.427002
	Iteration 6Q: 3 clusters Score -1527456 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1527614.625000 Penalty: 3084.427002
	Iteration 7Q: 3 clusters Score -1527615 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1527813.500000 Penalty: 3084.427002
	Iteration 8Q: 3 clusters Score -1527814 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1528031.625000 Penalty: 3084.427002
	Iteration 9Q: 3 clusters Score -1528032 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1528287.000000 Penalty: 3084.427002
	Iteration 10Q: 3 clusters Score -1528287 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1528639.000000 Penalty: 3084.427002
	Iteration 11Q: 3 clusters Score -1528639 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1529014.875000 Penalty: 3084.427002
	Iteration 12Q: 3 clusters Score -1529015 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1529383.250000 Penalty: 3084.427002
	Iteration 13Q: 3 clusters Score -1529383 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1529709.500000 Penalty: 3084.427002
	Iteration 14Q: 3 clusters Score -1529710 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1529975.750000 Penalty: 3084.427002
	Iteration 15Q: 3 clusters Score -1529976 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1530190.875000 Penalty: 3084.427002
	Iteration 16Q: 3 clusters Score -1530191 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -1530358.375000 Penalty: 3084.427002
	Iteration 17Q: 3 clusters Score -1530358 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -1530529.500000 Penalty: 3084.427002
	Iteration 18Q: 3 clusters Score -1530530 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1530682.375000 Penalty: 3084.427002
	Iteration 19Q: 3 clusters Score -1530682 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -1530825.625000 Penalty: 3084.427002
	Iteration 20F: 3 clusters Score -1530826 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1530949.000000 Penalty: 3084.427002
	Iteration 21Q: 3 clusters Score -1530949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1531032.125000 Penalty: 3084.427002
	Iteration 22Q: 3 clusters Score -1531032 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -1531084.625000 Penalty: 3084.427002
	Iteration 23Q: 3 clusters Score -1531085 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1531128.125000 Penalty: 3084.427002
	Iteration 24Q: 3 clusters Score -1531128 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1531162.000000 Penalty: 3084.427002
	Iteration 25Q: 3 clusters Score -1531162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -1531201.125000 Penalty: 3084.427002
	Iteration 26Q: 3 clusters Score -1531201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1531228.125000 Penalty: 3084.427002
	Iteration 27Q: 3 clusters Score -1531228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1531248.375000 Penalty: 3084.427002
	Iteration 28Q: 3 clusters Score -1531248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1531270.125000 Penalty: 3084.427002
	Iteration 29Q: 3 clusters Score -1531270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1531288.125000 Penalty: 3084.427002
	Iteration 30Q: 3 clusters Score -1531288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -1531299.125000 Penalty: 3084.427002
	Iteration 31Q: 3 clusters Score -1531299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1531309.750000 Penalty: 3084.427002
	Iteration 32Q: 3 clusters Score -1531310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1531325.125000 Penalty: 3084.427002
	Iteration 33Q: 3 clusters Score -1531325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -1531332.250000 Penalty: 3084.427002
	Iteration 34Q: 3 clusters Score -1531332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1531336.000000 Penalty: 3084.427002
	Iteration 35Q: 3 clusters Score -1531336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1531341.500000 Penalty: 3084.427002
	Iteration 36Q: 3 clusters Score -1531342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -1531343.625000 Penalty: 3084.427002
	Iteration 37Q: 3 clusters Score -1531344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1531346.375000 Penalty: 3084.427002
	Iteration 38Q: 3 clusters Score -1531346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1531348.875000 Penalty: 3084.427002
	Iteration 39Q: 3 clusters Score -1531349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -1531349.625000 Penalty: 3084.427002
	Iteration 40F: 3 clusters Score -1531350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1531349.750000 Penalty: 3084.427002
	Iteration 41Q: 3 clusters Score -1531350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1531356.750000 Penalty: 3084.427002
	Iteration 42Q: 3 clusters Score -1531357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1531357.250000 Penalty: 3084.427002
	Iteration 43Q: 3 clusters Score -1531357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1531360.250000 Penalty: 3084.427002
	Iteration 44Q: 3 clusters Score -1531360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1531356.875000 Penalty: 3084.427002
	Iteration 45Q: 3 clusters Score -1531357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1531356.875000 Penalty: 3084.427002
	Iteration 46F: 3 clusters Score -1531357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -735548.500000 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -735548.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -730720.562500 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -730720.6 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -732183.312500 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -732183.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -732386.750000 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -732386.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -732518.562500 Penalty: 2848.773926
	Iteration 3Q: 3 clusters Score -732518.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -732636.250000 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -732636.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -732725.125000 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -732725.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -732818.000000 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -732818 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -732890.062500 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -732890.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -732949.812500 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -732949.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -733010.937500 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -733010.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -733076.437500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -733076.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -733145.750000 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -733145.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -733232.875000 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -733232.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -733334.625000 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -733334.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -733454.812500 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -733454.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -733563.562500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -733563.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -733642.562500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -733642.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -733693.750000 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -733693.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -733729.625000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -733729.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -733760.187500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -733760.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -733790.062500 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -733790.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -733816.625000 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -733816.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -733833.062500 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -733833.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -733849.562500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -733849.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -733861.562500 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -733861.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -733867.875000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -733867.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -733873.875000 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -733873.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -733880.562500 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -733880.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -733881.125000 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -733881.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -733885.562500 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -733885.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -733884.625000 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -733884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -733886.500000 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -733886.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -733887.312500 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -733887.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -733888.312500 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -733888.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -733889.875000 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -733889.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -733891.312500 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -733891.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -733893.875000 Penalty: 2848.773926
	Iteration 36Q: 3 clusters Score -733893.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -733896.437500 Penalty: 2848.773926
	Iteration 37Q: 3 clusters Score -733896.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -733898.937500 Penalty: 2848.773926
	Iteration 38Q: 3 clusters Score -733898.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -733904.062500 Penalty: 2848.773926
	Iteration 39Q: 3 clusters Score -733904.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -733905.500000 Penalty: 2848.773926
	Iteration 40F: 3 clusters Score -733905.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -733906.750000 Penalty: 2848.773926
	Iteration 41Q: 3 clusters Score -733906.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -733905.812500 Penalty: 2848.773926
	Iteration 42Q: 3 clusters Score -733905.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -733907.875000 Penalty: 2848.773926
	Iteration 43Q: 3 clusters Score -733907.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -733907.750000 Penalty: 2848.773926
	Iteration 44Q: 3 clusters Score -733907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -733909.062500 Penalty: 2848.773926
	Iteration 45Q: 3 clusters Score -733909.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -733910.000000 Penalty: 2848.773926
	Iteration 46Q: 3 clusters Score -733910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -733912.500000 Penalty: 2848.773926
	Iteration 47Q: 3 clusters Score -733912.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -733911.875000 Penalty: 2848.773926
	Iteration 48Q: 3 clusters Score -733911.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -733912.312500 Penalty: 2848.773926
	Iteration 49Q: 3 clusters Score -733912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -733914.000000 Penalty: 2848.773926
	Iteration 50Q: 3 clusters Score -733914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -733914.000000 Penalty: 2848.773926
	Iteration 51F: 3 clusters Score -733914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -457530.906250 Penalty: 1350.482422
	Iteration 0F: 2 clusters Score -457530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -454191.843750 Penalty: 2700.964844
	Iteration 0F: 3 clusters Score -454191.8 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -455097.625000 Penalty: 2700.964844
	Iteration 1F: 3 clusters Score -455097.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -455289.343750 Penalty: 2700.964844
	Iteration 2F: 3 clusters Score -455289.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -455410.281250 Penalty: 2700.964844
	Iteration 3F: 3 clusters Score -455410.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -455497.781250 Penalty: 2700.964844
	Iteration 4Q: 3 clusters Score -455497.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -455575.218750 Penalty: 2700.964844
	Iteration 5Q: 3 clusters Score -455575.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -455654.593750 Penalty: 2700.964844
	Iteration 6Q: 3 clusters Score -455654.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -455733.687500 Penalty: 2700.964844
	Iteration 7Q: 3 clusters Score -455733.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -455818.343750 Penalty: 2700.964844
	Iteration 8Q: 3 clusters Score -455818.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -455917.375000 Penalty: 2700.964844
	Iteration 9Q: 3 clusters Score -455917.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -456041.937500 Penalty: 2700.964844
	Iteration 10Q: 3 clusters Score -456041.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -456206.187500 Penalty: 2700.964844
	Iteration 11Q: 3 clusters Score -456206.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -456427.625000 Penalty: 2700.964844
	Iteration 12Q: 3 clusters Score -456427.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -456667.937500 Penalty: 2700.964844
	Iteration 13Q: 3 clusters Score -456667.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -456847.843750 Penalty: 2700.964844
	Iteration 14Q: 3 clusters Score -456847.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -456912.531250 Penalty: 2700.964844
	Iteration 15Q: 3 clusters Score -456912.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -456932.093750 Penalty: 2700.964844
	Iteration 16Q: 3 clusters Score -456932.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -456941.062500 Penalty: 2700.964844
	Iteration 17Q: 3 clusters Score -456941.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -456944.375000 Penalty: 2700.964844
	Iteration 18Q: 3 clusters Score -456944.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -456948.437500 Penalty: 2700.964844
	Iteration 19Q: 3 clusters Score -456948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -456952.437500 Penalty: 2700.964844
	Iteration 20F: 3 clusters Score -456952.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -456953.718750 Penalty: 2700.964844
	Iteration 21Q: 3 clusters Score -456953.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -456955.218750 Penalty: 2700.964844
	Iteration 22Q: 3 clusters Score -456955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -456956.718750 Penalty: 2700.964844
	Iteration 23Q: 3 clusters Score -456956.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -456956.781250 Penalty: 2700.964844
	Iteration 24Q: 3 clusters Score -456956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -456957.750000 Penalty: 2700.964844
	Iteration 25Q: 3 clusters Score -456957.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -456957.875000 Penalty: 2700.964844
	Iteration 26Q: 3 clusters Score -456957.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -456957.812500 Penalty: 2700.964844
	Iteration 27Q: 3 clusters Score -456957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -456958.250000 Penalty: 2700.964844
	Iteration 28Q: 3 clusters Score -456958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -456958.968750 Penalty: 2700.964844
	Iteration 29Q: 3 clusters Score -456959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -456958.437500 Penalty: 2700.964844
	Iteration 30Q: 3 clusters Score -456958.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -456960.343750 Penalty: 2700.964844
	Iteration 31Q: 3 clusters Score -456960.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -456960.343750 Penalty: 2700.964844
	Iteration 32F: 3 clusters Score -456960.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -157087.656250 Penalty: 1173.429565
	Iteration 0F: 2 clusters Score -157087.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155372.375000 Penalty: 2346.859131
	Iteration 0F: 3 clusters Score -155372.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -155679.015625 Penalty: 2346.859131
	Iteration 1F: 3 clusters Score -155679 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -155754.359375 Penalty: 2346.859131
	Iteration 2F: 3 clusters Score -155754.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -155793.078125 Penalty: 2346.859131
	Iteration 3Q: 3 clusters Score -155793.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -155829.265625 Penalty: 2346.859131
	Iteration 4Q: 3 clusters Score -155829.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -155850.390625 Penalty: 2346.859131
	Iteration 5Q: 3 clusters Score -155850.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155865.718750 Penalty: 2346.859131
	Iteration 6Q: 3 clusters Score -155865.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -155880.265625 Penalty: 2346.859131
	Iteration 7Q: 3 clusters Score -155880.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155896.390625 Penalty: 2346.859131
	Iteration 8Q: 3 clusters Score -155896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -155907.578125 Penalty: 2346.859131
	Iteration 9Q: 3 clusters Score -155907.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -155913.609375 Penalty: 2346.859131
	Iteration 10Q: 3 clusters Score -155913.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -155919.390625 Penalty: 2346.859131
	Iteration 11Q: 3 clusters Score -155919.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -155924.609375 Penalty: 2346.859131
	Iteration 12Q: 3 clusters Score -155924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -155926.046875 Penalty: 2346.859131
	Iteration 13Q: 3 clusters Score -155926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -155927.953125 Penalty: 2346.859131
	Iteration 14Q: 3 clusters Score -155928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -155929.250000 Penalty: 2346.859131
	Iteration 15Q: 3 clusters Score -155929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155931.000000 Penalty: 2346.859131
	Iteration 16Q: 3 clusters Score -155931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -155931.000000 Penalty: 2346.859131
	Iteration 17F: 3 clusters Score -155931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -64421.332031 Penalty: 1037.867920
	Iteration 0F: 2 clusters Score -64421.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -63297.757812 Penalty: 2075.735840
	Iteration 0F: 3 clusters Score -63297.76 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -63446.300781 Penalty: 2075.735840
	Iteration 1F: 3 clusters Score -63446.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -63492.414062 Penalty: 2075.735840
	Iteration 2Q: 3 clusters Score -63492.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -63520.277344 Penalty: 2075.735840
	Iteration 3Q: 3 clusters Score -63520.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -63538.175781 Penalty: 2075.735840
	Iteration 4Q: 3 clusters Score -63538.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -63547.519531 Penalty: 2075.735840
	Iteration 5Q: 3 clusters Score -63547.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -63550.867188 Penalty: 2075.735840
	Iteration 6Q: 3 clusters Score -63550.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63551.562500 Penalty: 2075.735840
	Iteration 7Q: 3 clusters Score -63551.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -63551.562500 Penalty: 2075.735840
	Iteration 8F: 3 clusters Score -63551.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (87369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87369 members 
Entering Unmasked Estep 
Score: -10019493.000000 Penalty: 1848.907959
	Iteration 0F: 2 clusters Score -1.001949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -9961126.000000 Penalty: 3697.815918
	Iteration 0F: 3 clusters Score -9961126 nChanged 41632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
Score: -9985527.000000 Penalty: 3697.815918
	Iteration 1F: 3 clusters Score -9985527 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -9986560.000000 Penalty: 3697.815918
	Iteration 2Q: 3 clusters Score -9986560 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51795 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -9988172.000000 Penalty: 3697.815918
	Iteration 3Q: 3 clusters Score -9988172 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55947 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -9990808.000000 Penalty: 3697.815918
	Iteration 4F: 3 clusters Score -9990808 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -9994848.000000 Penalty: 3697.815918
	Iteration 5F: 3 clusters Score -9994848 nChanged 6839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68028 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -10000759.000000 Penalty: 3697.815918
	Iteration 6F: 3 clusters Score -1.000076e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74433 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -10006904.000000 Penalty: 3697.815918
	Iteration 7F: 3 clusters Score -1.00069e+07 nChanged 5030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79401 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -10011655.000000 Penalty: 3697.815918
	Iteration 8F: 3 clusters Score -1.001166e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82589 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -10014730.000000 Penalty: 3697.815918
	Iteration 9Q: 3 clusters Score -1.001473e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84432 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -10016481.000000 Penalty: 3697.815918
	Iteration 10Q: 3 clusters Score -1.001648e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85323 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -10017375.000000 Penalty: 3697.815918
	Iteration 11Q: 3 clusters Score -1.001738e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85744 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10017818.000000 Penalty: 3697.815918
	Iteration 12Q: 3 clusters Score -1.001782e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85965 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -10018097.000000 Penalty: 3697.815918
	Iteration 13Q: 3 clusters Score -1.00181e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86074 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10018223.000000 Penalty: 3697.815918
	Iteration 14Q: 3 clusters Score -1.001822e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -10018322.000000 Penalty: 3697.815918
	Iteration 15Q: 3 clusters Score -1.001832e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86158 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -10018381.000000 Penalty: 3697.815918
	Iteration 16Q: 3 clusters Score -1.001838e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86216 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10018447.000000 Penalty: 3697.815918
	Iteration 17Q: 3 clusters Score -1.001845e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86261 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -10018486.000000 Penalty: 3697.815918
	Iteration 18Q: 3 clusters Score -1.001849e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86299 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -10018516.000000 Penalty: 3697.815918
	Iteration 19Q: 3 clusters Score -1.001852e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -10018515.000000 Penalty: 3697.815918
	Iteration 20F: 3 clusters Score -1.001852e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86314 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -10018515.000000 Penalty: 3697.815918
	Iteration 21Q: 3 clusters Score -1.001852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86317 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -10018518.000000 Penalty: 3697.815918
	Iteration 22Q: 3 clusters Score -1.001852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10018524.000000 Penalty: 3697.815918
	Iteration 23Q: 3 clusters Score -1.001852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10018520.000000 Penalty: 3697.815918
	Iteration 24Q: 3 clusters Score -1.001852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86321 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10018528.000000 Penalty: 3697.815918
	Iteration 25Q: 3 clusters Score -1.001853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10018529.000000 Penalty: 3697.815918
	Iteration 26Q: 3 clusters Score -1.001853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10018524.000000 Penalty: 3697.815918
	Iteration 27Q: 3 clusters Score -1.001852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10018525.000000 Penalty: 3697.815918
	Iteration 28Q: 3 clusters Score -1.001852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10018525.000000 Penalty: 3697.815918
	Iteration 29Q: 3 clusters Score -1.001852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10018520.000000 Penalty: 3697.815918
	Iteration 30Q: 3 clusters Score -1.001852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86326 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -10018524.000000 Penalty: 3697.815918
	Iteration 31Q: 3 clusters Score -1.001852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86327 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -10018520.000000 Penalty: 3697.815918
	Iteration 32Q: 3 clusters Score -1.001852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86329 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -10018525.000000 Penalty: 3697.815918
	Iteration 33Q: 3 clusters Score -1.001852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86328 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10018528.000000 Penalty: 3697.815918
	Iteration 34Q: 3 clusters Score -1.001853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -10018529.000000 Penalty: 3697.815918
	Iteration 35Q: 3 clusters Score -1.001853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86324 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -10018530.000000 Penalty: 3697.815918
	Iteration 36Q: 3 clusters Score -1.001853e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86323 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -10018525.000000 Penalty: 3697.815918
	Iteration 37Q: 3 clusters Score -1.001852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10018522.000000 Penalty: 3697.815918
	Iteration 38Q: 3 clusters Score -1.001852e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86322 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10018522.000000 Penalty: 3697.815918
	Iteration 39F: 3 clusters Score -1.001852e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -171630.171875 Penalty: 1191.616211
	Iteration 0F: 2 clusters Score -171630.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -169824.718750 Penalty: 2383.232422
	Iteration 0F: 3 clusters Score -169824.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -170152.953125 Penalty: 2383.232422
	Iteration 1F: 3 clusters Score -170153 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -170251.984375 Penalty: 2383.232422
	Iteration 2F: 3 clusters Score -170252 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170311.390625 Penalty: 2383.232422
	Iteration 3Q: 3 clusters Score -170311.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -170345.406250 Penalty: 2383.232422
	Iteration 4Q: 3 clusters Score -170345.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -170372.468750 Penalty: 2383.232422
	Iteration 5Q: 3 clusters Score -170372.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -170388.328125 Penalty: 2383.232422
	Iteration 6Q: 3 clusters Score -170388.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -170398.562500 Penalty: 2383.232422
	Iteration 7Q: 3 clusters Score -170398.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -170409.421875 Penalty: 2383.232422
	Iteration 8Q: 3 clusters Score -170409.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -170416.156250 Penalty: 2383.232422
	Iteration 9Q: 3 clusters Score -170416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -170419.671875 Penalty: 2383.232422
	Iteration 10Q: 3 clusters Score -170419.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -170420.750000 Penalty: 2383.232422
	Iteration 11Q: 3 clusters Score -170420.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170421.609375 Penalty: 2383.232422
	Iteration 12Q: 3 clusters Score -170421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -170422.250000 Penalty: 2383.232422
	Iteration 13Q: 3 clusters Score -170422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170423.046875 Penalty: 2383.232422
	Iteration 14Q: 3 clusters Score -170423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -170423.046875 Penalty: 2383.232422
	Iteration 15F: 3 clusters Score -170423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Entering Unmasked Estep 
Score: -770140.062500 Penalty: 1431.408569
	Iteration 0F: 2 clusters Score -770140.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -765029.750000 Penalty: 2862.817139
	Iteration 0F: 3 clusters Score -765029.8 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -766567.875000 Penalty: 2862.817139
	Iteration 1F: 3 clusters Score -766567.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -766799.750000 Penalty: 2862.817139
	Iteration 2F: 3 clusters Score -766799.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -766978.812500 Penalty: 2862.817139
	Iteration 3F: 3 clusters Score -766978.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -767132.062500 Penalty: 2862.817139
	Iteration 4Q: 3 clusters Score -767132.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -767274.312500 Penalty: 2862.817139
	Iteration 5Q: 3 clusters Score -767274.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -767401.375000 Penalty: 2862.817139
	Iteration 6Q: 3 clusters Score -767401.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -767511.000000 Penalty: 2862.817139
	Iteration 7Q: 3 clusters Score -767511 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -767620.687500 Penalty: 2862.817139
	Iteration 8Q: 3 clusters Score -767620.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -767735.125000 Penalty: 2862.817139
	Iteration 9Q: 3 clusters Score -767735.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -767868.937500 Penalty: 2862.817139
	Iteration 10Q: 3 clusters Score -767868.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -768033.812500 Penalty: 2862.817139
	Iteration 11Q: 3 clusters Score -768033.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -768200.000000 Penalty: 2862.817139
	Iteration 12Q: 3 clusters Score -768200 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -768358.312500 Penalty: 2862.817139
	Iteration 13Q: 3 clusters Score -768358.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -768475.500000 Penalty: 2862.817139
	Iteration 14Q: 3 clusters Score -768475.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -768574.250000 Penalty: 2862.817139
	Iteration 15Q: 3 clusters Score -768574.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -768643.437500 Penalty: 2862.817139
	Iteration 16Q: 3 clusters Score -768643.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -768700.000000 Penalty: 2862.817139
	Iteration 17Q: 3 clusters Score -768700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -768750.625000 Penalty: 2862.817139
	Iteration 18Q: 3 clusters Score -768750.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -768781.562500 Penalty: 2862.817139
	Iteration 19Q: 3 clusters Score -768781.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -768810.187500 Penalty: 2862.817139
	Iteration 20F: 3 clusters Score -768810.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -768832.625000 Penalty: 2862.817139
	Iteration 21Q: 3 clusters Score -768832.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -768850.625000 Penalty: 2862.817139
	Iteration 22Q: 3 clusters Score -768850.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -768862.312500 Penalty: 2862.817139
	Iteration 23Q: 3 clusters Score -768862.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -768870.125000 Penalty: 2862.817139
	Iteration 24Q: 3 clusters Score -768870.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -768878.562500 Penalty: 2862.817139
	Iteration 25Q: 3 clusters Score -768878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -768883.812500 Penalty: 2862.817139
	Iteration 26Q: 3 clusters Score -768883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -768888.562500 Penalty: 2862.817139
	Iteration 27Q: 3 clusters Score -768888.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -768897.312500 Penalty: 2862.817139
	Iteration 28Q: 3 clusters Score -768897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -768897.937500 Penalty: 2862.817139
	Iteration 29Q: 3 clusters Score -768897.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -768899.875000 Penalty: 2862.817139
	Iteration 30Q: 3 clusters Score -768899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -768899.875000 Penalty: 2862.817139
	Iteration 31F: 3 clusters Score -768899.9 nChanged 0
--- Evaluating fit on full set of 1084927 points ---
Entering Unmasked Estep 
Score: -120497184.000000 Penalty: 94847.179688
23->43 Clusters: Score -120497184.000000, best is -120596400.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 361642 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 15669 members 
Mstep: Class 3 contains 15880 members 
Mstep: Class 4 contains 15998 members 
Mstep: Class 5 contains 15664 members 
Mstep: Class 6 contains 15696 members 
Mstep: Class 7 contains 15717 members 
Mstep: Class 8 contains 15728 members 
Mstep: Class 9 contains 15677 members 
Mstep: Class 10 contains 15487 members 
Mstep: Class 11 contains 15748 members 
Mstep: Class 12 contains 15763 members 
Mstep: Class 13 contains 15540 members 
Mstep: Class 14 contains 15806 members 
Mstep: Class 15 contains 15758 members 
Mstep: Class 16 contains 15708 members 
Mstep: Class 17 contains 15601 members 
Mstep: Class 18 contains 15658 members 
Mstep: Class 19 contains 15740 members 
Mstep: Class 20 contains 15678 members 
Mstep: Class 21 contains 15671 members 
Mstep: Class 22 contains 16014 members 
Mstep: Class 23 contains 15685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 896.085938 but Gain 2079.742188
Score: -37708940.000000 Penalty: 45754.316406
Iteration 0F: 23 clusters Score -3.770894e+07 nChanged 344149
Entering Unmasked Mstep 
Mstep: Class 0 contains 682 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 12098 members 
Mstep: Class 3 contains 12986 members 
Mstep: Class 4 contains 20851 members 
Mstep: Class 5 contains 36702 members 
Mstep: Class 6 contains 12931 members 
Mstep: Class 7 contains 21152 members 
Mstep: Class 8 contains 11037 members 
Mstep: Class 9 contains 17277 members 
Mstep: Class 10 contains 12029 members 
Mstep: Class 11 contains 11097 members 
Mstep: Class 12 contains 18270 members 
Mstep: Class 13 contains 13870 members 
Mstep: Class 14 contains 13730 members 
Mstep: Class 15 contains 14979 members 
Mstep: Class 16 contains 13572 members 
Mstep: Class 17 contains 10774 members 
Mstep: Class 19 contains 17350 members 
Mstep: Class 20 contains 22514 members 
Mstep: Class 21 contains 12856 members 
Mstep: Class 22 contains 10292 members 
Mstep: Class 23 contains 30426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38952912.000000 Penalty: 45754.316406
Iteration 1F: 23 clusters Score -3.895291e+07 nChanged 162950
Entering Unmasked Mstep 
Mstep: Class 0 contains 664 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 8558 members 
Mstep: Class 3 contains 12796 members 
Mstep: Class 4 contains 12766 members 
Mstep: Class 5 contains 65535 members 
Mstep: Class 6 contains 11479 members 
Mstep: Class 7 contains 9751 members 
Mstep: Class 8 contains 13952 members 
Mstep: Class 9 contains 15459 members 
Mstep: Class 10 contains 10414 members 
Mstep: Class 11 contains 12754 members 
Mstep: Class 12 contains 16337 members 
Mstep: Class 13 contains 9271 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 17256 members 
Mstep: Class 16 contains 12689 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 19 contains 13497 members 
Mstep: Class 20 contains 14367 members 
Mstep: Class 21 contains 16638 members 
Mstep: Class 22 contains 11304 members 
Mstep: Class 23 contains 45982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39401392.000000 Penalty: 45754.316406
Iteration 2F: 23 clusters Score -3.940139e+07 nChanged 112128
Entering Unmasked Mstep 
Mstep: Class 0 contains 627 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 6286 members 
Mstep: Class 3 contains 11612 members 
Mstep: Class 4 contains 7188 members 
Mstep: Class 5 contains 82193 members 
Mstep: Class 6 contains 19145 members 
Mstep: Class 7 contains 5653 members 
Mstep: Class 8 contains 12953 members 
Mstep: Class 9 contains 14556 members 
Mstep: Class 10 contains 10529 members 
Mstep: Class 11 contains 16810 members 
Mstep: Class 12 contains 13035 members 
Mstep: Class 13 contains 6838 members 
Mstep: Class 14 contains 6372 members 
Mstep: Class 15 contains 20037 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 20 contains 10153 members 
Mstep: Class 21 contains 16099 members 
Mstep: Class 22 contains 15196 members 
Mstep: Class 23 contains 47131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39622528.000000 Penalty: 45754.316406
Iteration 3F: 23 clusters Score -3.962253e+07 nChanged 79329
Entering Unmasked Mstep 
Mstep: Class 0 contains 575 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 9134 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 89642 members 
Mstep: Class 6 contains 30255 members 
Mstep: Class 7 contains 5326 members 
Mstep: Class 8 contains 10152 members 
Mstep: Class 9 contains 14079 members 
Mstep: Class 10 contains 11508 members 
Mstep: Class 11 contains 20850 members 
Mstep: Class 12 contains 11874 members 
Mstep: Class 13 contains 5770 members 
Mstep: Class 14 contains 4903 members 
Mstep: Class 15 contains 18924 members 
Mstep: Class 16 contains 5780 members 
Mstep: Class 17 contains 2994 members 
Mstep: Class 19 contains 15598 members 
Mstep: Class 20 contains 9519 members 
Mstep: Class 21 contains 11755 members 
Mstep: Class 22 contains 20056 members 
Mstep: Class 23 contains 44090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39755708.000000 Penalty: 45754.316406
Iteration 4F: 23 clusters Score -3.975571e+07 nChanged 55448
Entering Unmasked Mstep 
Mstep: Class 0 contains 472 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5865 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 88733 members 
Mstep: Class 6 contains 36797 members 
Mstep: Class 7 contains 5009 members 
Mstep: Class 8 contains 8245 members 
Mstep: Class 9 contains 14275 members 
Mstep: Class 10 contains 12345 members 
Mstep: Class 11 contains 23362 members 
Mstep: Class 12 contains 12563 members 
Mstep: Class 13 contains 5260 members 
Mstep: Class 14 contains 3929 members 
Mstep: Class 15 contains 15636 members 
Mstep: Class 16 contains 3668 members 
Mstep: Class 17 contains 2457 members 
Mstep: Class 19 contains 15471 members 
Mstep: Class 20 contains 9564 members 
Mstep: Class 21 contains 8845 members 
Mstep: Class 22 contains 24262 members 
Mstep: Class 23 contains 45905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39841268.000000 Penalty: 45754.316406
Iteration 5F: 23 clusters Score -3.984127e+07 nChanged 41488
Entering Unmasked Mstep 
Mstep: Class 0 contains 363 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 6757 members 
Mstep: Class 3 contains 4245 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 83692 members 
Mstep: Class 6 contains 38143 members 
Mstep: Class 7 contains 4562 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 15026 members 
Mstep: Class 10 contains 12444 members 
Mstep: Class 11 contains 24789 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 5258 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 13344 members 
Mstep: Class 16 contains 2546 members 
Mstep: Class 17 contains 2240 members 
Mstep: Class 19 contains 14230 members 
Mstep: Class 20 contains 9858 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 26889 members 
Mstep: Class 23 contains 52708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39897152.000000 Penalty: 45754.316406
Iteration 6F: 23 clusters Score -3.989715e+07 nChanged 32518
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 7806 members 
Mstep: Class 3 contains 3026 members 
Mstep: Class 4 contains 4344 members 
Mstep: Class 5 contains 78576 members 
Mstep: Class 6 contains 35853 members 
Mstep: Class 7 contains 4163 members 
Mstep: Class 8 contains 6376 members 
Mstep: Class 9 contains 16114 members 
Mstep: Class 10 contains 11988 members 
Mstep: Class 11 contains 25620 members 
Mstep: Class 12 contains 14038 members 
Mstep: Class 13 contains 5568 members 
Mstep: Class 14 contains 4070 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 1864 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 10633 members 
Mstep: Class 21 contains 6137 members 
Mstep: Class 22 contains 28228 members 
Mstep: Class 23 contains 60898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39934408.000000 Penalty: 45754.316406
Iteration 7F: 23 clusters Score -3.993441e+07 nChanged 26023
Entering Unmasked Mstep 
Mstep: Class 0 contains 237 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8766 members 
Mstep: Class 3 contains 2457 members 
Mstep: Class 4 contains 4360 members 
Mstep: Class 5 contains 74486 members 
Mstep: Class 6 contains 31783 members 
Mstep: Class 7 contains 3829 members 
Mstep: Class 8 contains 5899 members 
Mstep: Class 9 contains 17396 members 
Mstep: Class 10 contains 11528 members 
Mstep: Class 11 contains 26015 members 
Mstep: Class 12 contains 13860 members 
Mstep: Class 13 contains 6115 members 
Mstep: Class 14 contains 4819 members 
Mstep: Class 15 contains 12094 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 11437 members 
Mstep: Class 21 contains 5373 members 
Mstep: Class 22 contains 29175 members 
Mstep: Class 23 contains 68900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 8F: 23 clusters Score -3.996353e+07 nChanged 21472
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9659 members 
Mstep: Class 3 contains 2135 members 
Mstep: Class 4 contains 4383 members 
Mstep: Class 5 contains 71476 members 
Mstep: Class 6 contains 26988 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 5420 members 
Mstep: Class 9 contains 18548 members 
Mstep: Class 10 contains 11248 members 
Mstep: Class 11 contains 26042 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 6561 members 
Mstep: Class 14 contains 5804 members 
Mstep: Class 15 contains 11316 members 
Mstep: Class 16 contains 1434 members 
Mstep: Class 17 contains 1145 members 
Mstep: Class 19 contains 10195 members 
Mstep: Class 20 contains 11994 members 
Mstep: Class 21 contains 4931 members 
Mstep: Class 22 contains 30020 members 
Mstep: Class 23 contains 76302 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 9F: 23 clusters Score -3.998632e+07 nChanged 17303
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 10414 members 
Mstep: Class 3 contains 1933 members 
Mstep: Class 4 contains 4416 members 
Mstep: Class 5 contains 69317 members 
Mstep: Class 6 contains 22580 members 
Mstep: Class 7 contains 3337 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 19346 members 
Mstep: Class 10 contains 11019 members 
Mstep: Class 11 contains 25703 members 
Mstep: Class 12 contains 13667 members 
Mstep: Class 13 contains 6880 members 
Mstep: Class 14 contains 6748 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 1361 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 20 contains 12246 members 
Mstep: Class 21 contains 4782 members 
Mstep: Class 22 contains 30706 members 
Mstep: Class 23 contains 82509 members 
Entering Unmasked Estep 
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Iteration 10Q: 23 clusters Score -4.00031e+07 nChanged 13270
Entering Unmasked Mstep 
Mstep: Class 0 contains 172 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10964 members 
Mstep: Class 3 contains 1789 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 67605 members 
Mstep: Class 6 contains 19193 members 
Mstep: Class 7 contains 3127 members 
Mstep: Class 8 contains 4787 members 
Mstep: Class 9 contains 19889 members 
Mstep: Class 10 contains 10892 members 
Mstep: Class 11 contains 25211 members 
Mstep: Class 12 contains 13952 members 
Mstep: Class 13 contains 7154 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 15 contains 9583 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 891 members 
Mstep: Class 19 contains 9236 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 4767 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 87379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 11Q: 23 clusters Score -4.001323e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 11407 members 
Mstep: Class 3 contains 1658 members 
Mstep: Class 4 contains 4688 members 
Mstep: Class 5 contains 66124 members 
Mstep: Class 6 contains 16775 members 
Mstep: Class 7 contains 2941 members 
Mstep: Class 8 contains 4722 members 
Mstep: Class 9 contains 20287 members 
Mstep: Class 10 contains 10894 members 
Mstep: Class 11 contains 24727 members 
Mstep: Class 12 contains 14454 members 
Mstep: Class 13 contains 7360 members 
Mstep: Class 14 contains 7760 members 
Mstep: Class 15 contains 8847 members 
Mstep: Class 16 contains 1300 members 
Mstep: Class 17 contains 881 members 
Mstep: Class 19 contains 8913 members 
Mstep: Class 20 contains 12324 members 
Mstep: Class 21 contains 4832 members 
Mstep: Class 22 contains 31577 members 
Mstep: Class 23 contains 90992 members 
Entering Unmasked Estep 
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Iteration 12Q: 23 clusters Score -4.00195e+07 nChanged 7671
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 11742 members 
Mstep: Class 3 contains 1567 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 64722 members 
Mstep: Class 6 contains 15109 members 
Mstep: Class 7 contains 2754 members 
Mstep: Class 8 contains 4704 members 
Mstep: Class 9 contains 20586 members 
Mstep: Class 10 contains 10975 members 
Mstep: Class 11 contains 24330 members 
Mstep: Class 12 contains 15156 members 
Mstep: Class 13 contains 7526 members 
Mstep: Class 14 contains 7889 members 
Mstep: Class 15 contains 8207 members 
Mstep: Class 16 contains 1293 members 
Mstep: Class 17 contains 897 members 
Mstep: Class 19 contains 8595 members 
Mstep: Class 20 contains 12399 members 
Mstep: Class 21 contains 4947 members 
Mstep: Class 22 contains 31776 members 
Mstep: Class 23 contains 93649 members 
Entering Unmasked Estep 
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Iteration 13Q: 23 clusters Score -4.002409e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 11986 members 
Mstep: Class 3 contains 1484 members 
Mstep: Class 4 contains 5011 members 
Mstep: Class 5 contains 63359 members 
Mstep: Class 6 contains 14020 members 
Mstep: Class 7 contains 2587 members 
Mstep: Class 8 contains 4724 members 
Mstep: Class 9 contains 20840 members 
Mstep: Class 10 contains 11072 members 
Mstep: Class 11 contains 24110 members 
Mstep: Class 12 contains 16025 members 
Mstep: Class 13 contains 7671 members 
Mstep: Class 14 contains 7912 members 
Mstep: Class 15 contains 7593 members 
Mstep: Class 16 contains 1314 members 
Mstep: Class 17 contains 915 members 
Mstep: Class 19 contains 8295 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 5070 members 
Mstep: Class 22 contains 31900 members 
Mstep: Class 23 contains 95514 members 
Entering Unmasked Estep 
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Iteration 14Q: 23 clusters Score -4.002852e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 12169 members 
Mstep: Class 3 contains 1405 members 
Mstep: Class 4 contains 5172 members 
Mstep: Class 5 contains 61928 members 
Mstep: Class 6 contains 13313 members 
Mstep: Class 7 contains 2427 members 
Mstep: Class 8 contains 4780 members 
Mstep: Class 9 contains 21030 members 
Mstep: Class 10 contains 11169 members 
Mstep: Class 11 contains 23948 members 
Mstep: Class 12 contains 17129 members 
Mstep: Class 13 contains 7771 members 
Mstep: Class 14 contains 7838 members 
Mstep: Class 15 contains 7022 members 
Mstep: Class 16 contains 1372 members 
Mstep: Class 17 contains 952 members 
Mstep: Class 19 contains 8029 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 5208 members 
Mstep: Class 22 contains 31962 members 
Mstep: Class 23 contains 96888 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 15Q: 23 clusters Score -4.003232e+07 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 12293 members 
Mstep: Class 3 contains 1330 members 
Mstep: Class 4 contains 5322 members 
Mstep: Class 5 contains 60307 members 
Mstep: Class 6 contains 12817 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 4848 members 
Mstep: Class 9 contains 21152 members 
Mstep: Class 10 contains 11241 members 
Mstep: Class 11 contains 23858 members 
Mstep: Class 12 contains 18379 members 
Mstep: Class 13 contains 7872 members 
Mstep: Class 14 contains 7741 members 
Mstep: Class 15 contains 6589 members 
Mstep: Class 16 contains 1432 members 
Mstep: Class 17 contains 979 members 
Mstep: Class 19 contains 7856 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 5327 members 
Mstep: Class 22 contains 31993 members 
Mstep: Class 23 contains 97979 members 
Entering Unmasked Estep 
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Iteration 16Q: 23 clusters Score -4.003562e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 1252 members 
Mstep: Class 4 contains 5462 members 
Mstep: Class 5 contains 58537 members 
Mstep: Class 6 contains 12465 members 
Mstep: Class 7 contains 2154 members 
Mstep: Class 8 contains 4927 members 
Mstep: Class 9 contains 21232 members 
Mstep: Class 10 contains 11348 members 
Mstep: Class 11 contains 23801 members 
Mstep: Class 12 contains 19638 members 
Mstep: Class 13 contains 8031 members 
Mstep: Class 14 contains 7615 members 
Mstep: Class 15 contains 6300 members 
Mstep: Class 16 contains 1504 members 
Mstep: Class 17 contains 1005 members 
Mstep: Class 19 contains 7721 members 
Mstep: Class 20 contains 12412 members 
Mstep: Class 21 contains 5423 members 
Mstep: Class 22 contains 31990 members 
Mstep: Class 23 contains 98875 members 
Entering Unmasked Estep 
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Iteration 17Q: 23 clusters Score -4.003838e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 175 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 12504 members 
Mstep: Class 3 contains 1147 members 
Mstep: Class 4 contains 5600 members 
Mstep: Class 5 contains 56860 members 
Mstep: Class 6 contains 12248 members 
Mstep: Class 7 contains 2054 members 
Mstep: Class 8 contains 4970 members 
Mstep: Class 9 contains 21312 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 23774 members 
Mstep: Class 12 contains 20938 members 
Mstep: Class 13 contains 8166 members 
Mstep: Class 14 contains 7547 members 
Mstep: Class 15 contains 6084 members 
Mstep: Class 16 contains 1537 members 
Mstep: Class 17 contains 1029 members 
Mstep: Class 19 contains 7593 members 
Mstep: Class 20 contains 12387 members 
Mstep: Class 21 contains 5498 members 
Mstep: Class 22 contains 32007 members 
Mstep: Class 23 contains 99421 members 
Entering Unmasked Estep 
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Iteration 18Q: 23 clusters Score -4.004118e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 12616 members 
Mstep: Class 3 contains 1038 members 
Mstep: Class 4 contains 5741 members 
Mstep: Class 5 contains 55326 members 
Mstep: Class 6 contains 12108 members 
Mstep: Class 7 contains 1987 members 
Mstep: Class 8 contains 5014 members 
Mstep: Class 9 contains 21385 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 23783 members 
Mstep: Class 12 contains 22211 members 
Mstep: Class 13 contains 8287 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 5922 members 
Mstep: Class 16 contains 1560 members 
Mstep: Class 17 contains 1056 members 
Mstep: Class 19 contains 7485 members 
Mstep: Class 20 contains 12345 members 
Mstep: Class 21 contains 5551 members 
Mstep: Class 22 contains 32020 members 
Mstep: Class 23 contains 99719 members 
Entering Unmasked Estep 
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Iteration 19Q: 23 clusters Score -4.004374e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 173 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 12672 members 
Mstep: Class 3 contains 974 members 
Mstep: Class 4 contains 5877 members 
Mstep: Class 5 contains 54177 members 
Mstep: Class 6 contains 11999 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 5032 members 
Mstep: Class 9 contains 21424 members 
Mstep: Class 10 contains 11587 members 
Mstep: Class 11 contains 23783 members 
Mstep: Class 12 contains 23386 members 
Mstep: Class 13 contains 8354 members 
Mstep: Class 14 contains 7452 members 
Mstep: Class 15 contains 5790 members 
Mstep: Class 16 contains 1600 members 
Mstep: Class 17 contains 1082 members 
Mstep: Class 19 contains 7400 members 
Mstep: Class 20 contains 12334 members 
Mstep: Class 21 contains 5593 members 
Mstep: Class 22 contains 32034 members 
Mstep: Class 23 contains 99734 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 20F: 23 clusters Score -4.00515e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 12697 members 
Mstep: Class 3 contains 933 members 
Mstep: Class 4 contains 6021 members 
Mstep: Class 5 contains 53299 members 
Mstep: Class 6 contains 11915 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 4981 members 
Mstep: Class 9 contains 21455 members 
Mstep: Class 10 contains 11608 members 
Mstep: Class 11 contains 23786 members 
Mstep: Class 12 contains 24509 members 
Mstep: Class 13 contains 8376 members 
Mstep: Class 14 contains 7392 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 1703 members 
Mstep: Class 17 contains 1284 members 
Mstep: Class 19 contains 7317 members 
Mstep: Class 20 contains 12313 members 
Mstep: Class 21 contains 5693 members 
Mstep: Class 22 contains 32067 members 
Mstep: Class 23 contains 99519 members 
Entering Unmasked Estep 
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Iteration 21Q: 23 clusters Score -4.00555e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 12677 members 
Mstep: Class 3 contains 918 members 
Mstep: Class 4 contains 6175 members 
Mstep: Class 5 contains 52667 members 
Mstep: Class 6 contains 11801 members 
Mstep: Class 7 contains 1733 members 
Mstep: Class 8 contains 4986 members 
Mstep: Class 9 contains 21490 members 
Mstep: Class 10 contains 11628 members 
Mstep: Class 11 contains 23771 members 
Mstep: Class 12 contains 25513 members 
Mstep: Class 13 contains 8361 members 
Mstep: Class 14 contains 7425 members 
Mstep: Class 15 contains 5544 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 19 contains 7236 members 
Mstep: Class 20 contains 12272 members 
Mstep: Class 21 contains 5771 members 
Mstep: Class 22 contains 32103 members 
Mstep: Class 23 contains 99241 members 
Entering Unmasked Estep 
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Iteration 22Q: 23 clusters Score -4.005695e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 12640 members 
Mstep: Class 3 contains 913 members 
Mstep: Class 4 contains 6339 members 
Mstep: Class 5 contains 52247 members 
Mstep: Class 6 contains 11689 members 
Mstep: Class 7 contains 1644 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 9 contains 21516 members 
Mstep: Class 10 contains 11608 members 
Mstep: Class 11 contains 23794 members 
Mstep: Class 12 contains 26444 members 
Mstep: Class 13 contains 8297 members 
Mstep: Class 14 contains 7448 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 1291 members 
Mstep: Class 19 contains 7166 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 5853 members 
Mstep: Class 22 contains 32158 members 
Mstep: Class 23 contains 98868 members 
Entering Unmasked Estep 
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Iteration 23Q: 23 clusters Score -4.005809e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 12595 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 6484 members 
Mstep: Class 5 contains 51926 members 
Mstep: Class 6 contains 11586 members 
Mstep: Class 7 contains 1561 members 
Mstep: Class 8 contains 4930 members 
Mstep: Class 9 contains 21548 members 
Mstep: Class 10 contains 11600 members 
Mstep: Class 11 contains 23820 members 
Mstep: Class 12 contains 27284 members 
Mstep: Class 13 contains 8244 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 15 contains 5264 members 
Mstep: Class 16 contains 2030 members 
Mstep: Class 17 contains 1299 members 
Mstep: Class 19 contains 7109 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 5923 members 
Mstep: Class 22 contains 32216 members 
Mstep: Class 23 contains 98459 members 
Entering Unmasked Estep 
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Iteration 24Q: 23 clusters Score -4.005926e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 12547 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 51694 members 
Mstep: Class 6 contains 11504 members 
Mstep: Class 7 contains 1512 members 
Mstep: Class 8 contains 4876 members 
Mstep: Class 9 contains 21583 members 
Mstep: Class 10 contains 11601 members 
Mstep: Class 11 contains 23857 members 
Mstep: Class 12 contains 28063 members 
Mstep: Class 13 contains 8188 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 5134 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 19 contains 7046 members 
Mstep: Class 20 contains 12185 members 
Mstep: Class 21 contains 5936 members 
Mstep: Class 22 contains 32274 members 
Mstep: Class 23 contains 98013 members 
Entering Unmasked Estep 
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Iteration 25Q: 23 clusters Score -4.006002e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 12498 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 51545 members 
Mstep: Class 6 contains 11410 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 4844 members 
Mstep: Class 9 contains 21595 members 
Mstep: Class 10 contains 11572 members 
Mstep: Class 11 contains 23905 members 
Mstep: Class 12 contains 28805 members 
Mstep: Class 13 contains 8104 members 
Mstep: Class 14 contains 7507 members 
Mstep: Class 15 contains 5048 members 
Mstep: Class 16 contains 2230 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 19 contains 6988 members 
Mstep: Class 20 contains 12171 members 
Mstep: Class 21 contains 5937 members 
Mstep: Class 22 contains 32323 members 
Mstep: Class 23 contains 97588 members 
Entering Unmasked Estep 
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Iteration 26Q: 23 clusters Score -4.006067e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 12434 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 6808 members 
Mstep: Class 5 contains 51435 members 
Mstep: Class 6 contains 11320 members 
Mstep: Class 7 contains 1465 members 
Mstep: Class 8 contains 4808 members 
Mstep: Class 9 contains 21591 members 
Mstep: Class 10 contains 11564 members 
Mstep: Class 11 contains 23955 members 
Mstep: Class 12 contains 29455 members 
Mstep: Class 13 contains 8034 members 
Mstep: Class 14 contains 7494 members 
Mstep: Class 15 contains 4990 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 19 contains 6962 members 
Mstep: Class 20 contains 12143 members 
Mstep: Class 21 contains 5935 members 
Mstep: Class 22 contains 32390 members 
Mstep: Class 23 contains 97215 members 
Entering Unmasked Estep 
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Iteration 27Q: 23 clusters Score -4.006096e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 51353 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 4772 members 
Mstep: Class 9 contains 21594 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 24040 members 
Mstep: Class 12 contains 30036 members 
Mstep: Class 13 contains 7958 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 4945 members 
Mstep: Class 16 contains 2341 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 19 contains 6929 members 
Mstep: Class 20 contains 12116 members 
Mstep: Class 21 contains 5934 members 
Mstep: Class 22 contains 32440 members 
Mstep: Class 23 contains 96820 members 
Entering Unmasked Estep 
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Iteration 28Q: 23 clusters Score -4.006114e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 6928 members 
Mstep: Class 5 contains 51295 members 
Mstep: Class 6 contains 11169 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 4740 members 
Mstep: Class 9 contains 21604 members 
Mstep: Class 10 contains 11542 members 
Mstep: Class 11 contains 24113 members 
Mstep: Class 12 contains 30541 members 
Mstep: Class 13 contains 7904 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 15 contains 4916 members 
Mstep: Class 16 contains 2386 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 19 contains 6908 members 
Mstep: Class 20 contains 12094 members 
Mstep: Class 21 contains 5932 members 
Mstep: Class 22 contains 32474 members 
Mstep: Class 23 contains 96454 members 
Entering Unmasked Estep 
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Iteration 29Q: 23 clusters Score -4.00613e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 903 members 
Mstep: Class 4 contains 6963 members 
Mstep: Class 5 contains 51238 members 
Mstep: Class 6 contains 11111 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 4726 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 11537 members 
Mstep: Class 11 contains 24166 members 
Mstep: Class 12 contains 31011 members 
Mstep: Class 13 contains 7850 members 
Mstep: Class 14 contains 7460 members 
Mstep: Class 15 contains 4902 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 1304 members 
Mstep: Class 19 contains 6887 members 
Mstep: Class 20 contains 12079 members 
Mstep: Class 21 contains 5926 members 
Mstep: Class 22 contains 32505 members 
Mstep: Class 23 contains 96113 members 
Entering Unmasked Estep 
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Iteration 30Q: 23 clusters Score -4.006147e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 12314 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 6997 members 
Mstep: Class 5 contains 51198 members 
Mstep: Class 6 contains 11049 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 4698 members 
Mstep: Class 9 contains 21607 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 24223 members 
Mstep: Class 12 contains 31387 members 
Mstep: Class 13 contains 7803 members 
Mstep: Class 14 contains 7464 members 
Mstep: Class 15 contains 4895 members 
Mstep: Class 16 contains 2468 members 
Mstep: Class 17 contains 1306 members 
Mstep: Class 19 contains 6876 members 
Mstep: Class 20 contains 12057 members 
Mstep: Class 21 contains 5921 members 
Mstep: Class 22 contains 32522 members 
Mstep: Class 23 contains 95834 members 
Entering Unmasked Estep 
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Iteration 31Q: 23 clusters Score -4.006162e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 12298 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 51154 members 
Mstep: Class 6 contains 10998 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 4659 members 
Mstep: Class 9 contains 21610 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 24266 members 
Mstep: Class 12 contains 31720 members 
Mstep: Class 13 contains 7742 members 
Mstep: Class 14 contains 7473 members 
Mstep: Class 15 contains 4892 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 19 contains 6861 members 
Mstep: Class 20 contains 12042 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 32544 members 
Mstep: Class 23 contains 95586 members 
Entering Unmasked Estep 
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Iteration 32Q: 23 clusters Score -4.006168e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 12282 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 7072 members 
Mstep: Class 5 contains 51133 members 
Mstep: Class 6 contains 10957 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 8 contains 4624 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 11529 members 
Mstep: Class 11 contains 24312 members 
Mstep: Class 12 contains 32010 members 
Mstep: Class 13 contains 7668 members 
Mstep: Class 14 contains 7489 members 
Mstep: Class 15 contains 4890 members 
Mstep: Class 16 contains 2539 members 
Mstep: Class 17 contains 1311 members 
Mstep: Class 19 contains 6842 members 
Mstep: Class 20 contains 12024 members 
Mstep: Class 21 contains 5919 members 
Mstep: Class 22 contains 32563 members 
Mstep: Class 23 contains 95386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40061784.000000 Penalty: 45754.316406
Iteration 33Q: 23 clusters Score -4.006178e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 12263 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 7100 members 
Mstep: Class 5 contains 51111 members 
Mstep: Class 6 contains 10916 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 9 contains 21602 members 
Mstep: Class 10 contains 11534 members 
Mstep: Class 11 contains 24352 members 
Mstep: Class 12 contains 32301 members 
Mstep: Class 13 contains 7573 members 
Mstep: Class 14 contains 7508 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 2570 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 19 contains 6812 members 
Mstep: Class 20 contains 11997 members 
Mstep: Class 21 contains 5914 members 
Mstep: Class 22 contains 32585 members 
Mstep: Class 23 contains 95228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40062008.000000 Penalty: 45754.316406
Iteration 34Q: 23 clusters Score -4.006201e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 12256 members 
Mstep: Class 3 contains 904 members 
Mstep: Class 4 contains 7140 members 
Mstep: Class 5 contains 51105 members 
Mstep: Class 6 contains 10886 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4571 members 
Mstep: Class 9 contains 21596 members 
Mstep: Class 10 contains 11524 members 
Mstep: Class 11 contains 24392 members 
Mstep: Class 12 contains 32590 members 
Mstep: Class 13 contains 7460 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 2603 members 
Mstep: Class 17 contains 1314 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 11967 members 
Mstep: Class 21 contains 5907 members 
Mstep: Class 22 contains 32608 members 
Mstep: Class 23 contains 95063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40062244.000000 Penalty: 45754.316406
Iteration 35Q: 23 clusters Score -4.006224e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 12256 members 
Mstep: Class 3 contains 905 members 
Mstep: Class 4 contains 7168 members 
Mstep: Class 5 contains 51100 members 
Mstep: Class 6 contains 10859 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4539 members 
Mstep: Class 9 contains 21583 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 24412 members 
Mstep: Class 12 contains 32858 members 
Mstep: Class 13 contains 7361 members 
Mstep: Class 14 contains 7527 members 
Mstep: Class 15 contains 4886 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 1313 members 
Mstep: Class 19 contains 6765 members 
Mstep: Class 20 contains 11944 members 
Mstep: Class 21 contains 5902 members 
Mstep: Class 22 contains 32628 members 
Mstep: Class 23 contains 94924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40062616.000000 Penalty: 45754.316406
Iteration 36Q: 23 clusters Score -4.006262e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 12249 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 7199 members 
Mstep: Class 5 contains 51110 members 
Mstep: Class 6 contains 10842 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4503 members 
Mstep: Class 9 contains 21572 members 
Mstep: Class 10 contains 11473 members 
Mstep: Class 11 contains 24431 members 
Mstep: Class 12 contains 33135 members 
Mstep: Class 13 contains 7235 members 
Mstep: Class 14 contains 7552 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2671 members 
Mstep: Class 17 contains 1312 members 
Mstep: Class 19 contains 6745 members 
Mstep: Class 20 contains 11912 members 
Mstep: Class 21 contains 5893 members 
Mstep: Class 22 contains 32642 members 
Mstep: Class 23 contains 94810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40063120.000000 Penalty: 45754.316406
Iteration 37Q: 23 clusters Score -4.006312e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 12232 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7227 members 
Mstep: Class 5 contains 51105 members 
Mstep: Class 6 contains 10826 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 21576 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 24441 members 
Mstep: Class 12 contains 33380 members 
Mstep: Class 13 contains 7164 members 
Mstep: Class 14 contains 7569 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2700 members 
Mstep: Class 17 contains 1310 members 
Mstep: Class 19 contains 6727 members 
Mstep: Class 20 contains 11882 members 
Mstep: Class 21 contains 5881 members 
Mstep: Class 22 contains 32659 members 
Mstep: Class 23 contains 94699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40063288.000000 Penalty: 45754.316406
Iteration 38Q: 23 clusters Score -4.006329e+07 nChanged 706
Entering ConstructFrom: 
Score: -40063288.000000 Penalty: 45754.316406
Entering ConstructFrom: 
Trying to split cluster 1 (7050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Entering Unmasked Estep 
Score: -779086.375000 Penalty: 1439.877197
	Iteration 0F: 2 clusters Score -779086.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -773885.187500 Penalty: 2879.754395
	Iteration 0F: 3 clusters Score -773885.2 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -776586.812500 Penalty: 2879.754395
	Iteration 1F: 3 clusters Score -776586.8 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -778382.312500 Penalty: 2879.754395
	Iteration 2F: 3 clusters Score -778382.3 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -779585.500000 Penalty: 2879.754395
	Iteration 3F: 3 clusters Score -779585.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -780179.437500 Penalty: 2879.754395
	Iteration 4F: 3 clusters Score -780179.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -780665.437500 Penalty: 2879.754395
	Iteration 5F: 3 clusters Score -780665.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -780993.375000 Penalty: 2879.754395
	Iteration 6Q: 3 clusters Score -780993.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -781168.125000 Penalty: 2879.754395
	Iteration 7Q: 3 clusters Score -781168.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -781363.812500 Penalty: 2879.754395
	Iteration 8Q: 3 clusters Score -781363.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -781611.937500 Penalty: 2879.754395
	Iteration 9Q: 3 clusters Score -781611.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -781823.000000 Penalty: 2879.754395
	Iteration 10Q: 3 clusters Score -781823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -781920.375000 Penalty: 2879.754395
	Iteration 11Q: 3 clusters Score -781920.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -781952.562500 Penalty: 2879.754395
	Iteration 12Q: 3 clusters Score -781952.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -781962.375000 Penalty: 2879.754395
	Iteration 13Q: 3 clusters Score -781962.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -781970.937500 Penalty: 2879.754395
	Iteration 14Q: 3 clusters Score -781970.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -781974.750000 Penalty: 2879.754395
	Iteration 15Q: 3 clusters Score -781974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -781976.375000 Penalty: 2879.754395
	Iteration 16Q: 3 clusters Score -781976.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -781980.750000 Penalty: 2879.754395
	Iteration 17Q: 3 clusters Score -781980.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -781983.250000 Penalty: 2879.754395
	Iteration 18Q: 3 clusters Score -781983.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -781984.562500 Penalty: 2879.754395
	Iteration 19Q: 3 clusters Score -781984.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -781984.625000 Penalty: 2879.754395
	Iteration 20F: 3 clusters Score -781984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -781984.812500 Penalty: 2879.754395
	Iteration 21Q: 3 clusters Score -781984.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -781985.250000 Penalty: 2879.754395
	Iteration 22Q: 3 clusters Score -781985.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -781984.250000 Penalty: 2879.754395
	Iteration 23Q: 3 clusters Score -781984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -781984.250000 Penalty: 2879.754395
	Iteration 24F: 3 clusters Score -781984.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 12213 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 51082 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 33580 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Entering Unmasked Estep 
Score: -40065716.000000 Penalty: 47834.058594
Splitting cluster 1 changes total score from -40063288.000000 to -40065716.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (12213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Entering Unmasked Estep 
Score: -1385829.500000 Penalty: 1529.166626
	Iteration 0F: 2 clusters Score -1385830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1377318.875000 Penalty: 3058.333252
	Iteration 0F: 3 clusters Score -1377319 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1380286.250000 Penalty: 3058.333252
	Iteration 1F: 3 clusters Score -1380286 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1380885.250000 Penalty: 3058.333252
	Iteration 2F: 3 clusters Score -1380885 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1381650.125000 Penalty: 3058.333252
	Iteration 3F: 3 clusters Score -1381650 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1382377.125000 Penalty: 3058.333252
	Iteration 4F: 3 clusters Score -1382377 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1383006.500000 Penalty: 3058.333252
	Iteration 5F: 3 clusters Score -1383006 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1383560.375000 Penalty: 3058.333252
	Iteration 6F: 3 clusters Score -1383560 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1384049.750000 Penalty: 3058.333252
	Iteration 7F: 3 clusters Score -1384050 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1384533.875000 Penalty: 3058.333252
	Iteration 8F: 3 clusters Score -1384534 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1384909.125000 Penalty: 3058.333252
	Iteration 9Q: 3 clusters Score -1384909 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1385170.000000 Penalty: 3058.333252
	Iteration 10Q: 3 clusters Score -1385170 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1385338.250000 Penalty: 3058.333252
	Iteration 11Q: 3 clusters Score -1385338 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1385467.625000 Penalty: 3058.333252
	Iteration 12Q: 3 clusters Score -1385468 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1385588.000000 Penalty: 3058.333252
	Iteration 13Q: 3 clusters Score -1385588 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1385736.000000 Penalty: 3058.333252
	Iteration 14Q: 3 clusters Score -1385736 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -1385951.000000 Penalty: 3058.333252
	Iteration 15Q: 3 clusters Score -1385951 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -1386214.375000 Penalty: 3058.333252
	Iteration 16Q: 3 clusters Score -1386214 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1386537.125000 Penalty: 3058.333252
	Iteration 17Q: 3 clusters Score -1386537 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1386727.250000 Penalty: 3058.333252
	Iteration 18Q: 3 clusters Score -1386727 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1386820.375000 Penalty: 3058.333252
	Iteration 19Q: 3 clusters Score -1386820 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1386862.125000 Penalty: 3058.333252
	Iteration 20F: 3 clusters Score -1386862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1386900.125000 Penalty: 3058.333252
	Iteration 21Q: 3 clusters Score -1386900 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1386915.875000 Penalty: 3058.333252
	Iteration 22Q: 3 clusters Score -1386916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1386923.625000 Penalty: 3058.333252
	Iteration 23Q: 3 clusters Score -1386924 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1386932.625000 Penalty: 3058.333252
	Iteration 24Q: 3 clusters Score -1386933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1386946.250000 Penalty: 3058.333252
	Iteration 25Q: 3 clusters Score -1386946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1386950.000000 Penalty: 3058.333252
	Iteration 26Q: 3 clusters Score -1386950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1386953.375000 Penalty: 3058.333252
	Iteration 27Q: 3 clusters Score -1386953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1386956.875000 Penalty: 3058.333252
	Iteration 28Q: 3 clusters Score -1386957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1386960.875000 Penalty: 3058.333252
	Iteration 29Q: 3 clusters Score -1386961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1386962.875000 Penalty: 3058.333252
	Iteration 30Q: 3 clusters Score -1386963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1386965.375000 Penalty: 3058.333252
	Iteration 31Q: 3 clusters Score -1386965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -1386964.250000 Penalty: 3058.333252
	Iteration 32Q: 3 clusters Score -1386964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1386966.000000 Penalty: 3058.333252
	Iteration 33Q: 3 clusters Score -1386966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1386965.500000 Penalty: 3058.333252
	Iteration 34Q: 3 clusters Score -1386966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1386965.125000 Penalty: 3058.333252
	Iteration 35Q: 3 clusters Score -1386965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1386965.750000 Penalty: 3058.333252
	Iteration 36Q: 3 clusters Score -1386966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1386965.125000 Penalty: 3058.333252
	Iteration 37Q: 3 clusters Score -1386965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1386968.250000 Penalty: 3058.333252
	Iteration 38Q: 3 clusters Score -1386968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1386970.375000 Penalty: 3058.333252
	Iteration 39Q: 3 clusters Score -1386970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1386970.000000 Penalty: 3058.333252
	Iteration 40F: 3 clusters Score -1386970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 51082 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 33580 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Entering Unmasked Estep 
Score: -40066368.000000 Penalty: 49913.800781
Splitting cluster 2 changes total score from -40063288.000000 to -40066368.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 3 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -99269.257812 Penalty: 1106.648193
	Iteration 0F: 2 clusters Score -99269.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -97930.359375 Penalty: 2213.296387
	Iteration 0F: 3 clusters Score -97930.36 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98197.078125 Penalty: 2213.296387
	Iteration 1F: 3 clusters Score -98197.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -98257.367188 Penalty: 2213.296387
	Iteration 2F: 3 clusters Score -98257.37 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -98297.851562 Penalty: 2213.296387
	Iteration 3Q: 3 clusters Score -98297.85 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -98330.859375 Penalty: 2213.296387
	Iteration 4Q: 3 clusters Score -98330.86 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -98350.039062 Penalty: 2213.296387
	Iteration 5Q: 3 clusters Score -98350.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -98363.953125 Penalty: 2213.296387
	Iteration 6Q: 3 clusters Score -98363.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -98374.421875 Penalty: 2213.296387
	Iteration 7Q: 3 clusters Score -98374.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -98393.609375 Penalty: 2213.296387
	Iteration 8Q: 3 clusters Score -98393.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -98410.335938 Penalty: 2213.296387
	Iteration 9Q: 3 clusters Score -98410.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -98428.921875 Penalty: 2213.296387
	Iteration 10Q: 3 clusters Score -98428.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -98448.804688 Penalty: 2213.296387
	Iteration 11Q: 3 clusters Score -98448.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -98466.492188 Penalty: 2213.296387
	Iteration 12Q: 3 clusters Score -98466.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -98487.812500 Penalty: 2213.296387
	Iteration 13Q: 3 clusters Score -98487.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -98515.648438 Penalty: 2213.296387
	Iteration 14Q: 3 clusters Score -98515.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -98551.531250 Penalty: 2213.296387
	Iteration 15Q: 3 clusters Score -98551.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -98566.039062 Penalty: 2213.296387
	Iteration 16Q: 3 clusters Score -98566.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -98579.585938 Penalty: 2213.296387
	Iteration 17Q: 3 clusters Score -98579.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -98589.875000 Penalty: 2213.296387
	Iteration 18Q: 3 clusters Score -98589.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -98607.882812 Penalty: 2213.296387
	Iteration 19Q: 3 clusters Score -98607.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -98622.210938 Penalty: 2213.296387
	Iteration 20F: 3 clusters Score -98622.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -98641.843750 Penalty: 2213.296387
	Iteration 21Q: 3 clusters Score -98641.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -98644.437500 Penalty: 2213.296387
	Iteration 22Q: 3 clusters Score -98644.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -98648.390625 Penalty: 2213.296387
	Iteration 23Q: 3 clusters Score -98648.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98652.828125 Penalty: 2213.296387
	Iteration 24Q: 3 clusters Score -98652.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -98654.976562 Penalty: 2213.296387
	Iteration 25Q: 3 clusters Score -98654.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98656.195312 Penalty: 2213.296387
	Iteration 26Q: 3 clusters Score -98656.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -98657.859375 Penalty: 2213.296387
	Iteration 27Q: 3 clusters Score -98657.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -98659.148438 Penalty: 2213.296387
	Iteration 28Q: 3 clusters Score -98659.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -98659.148438 Penalty: 2213.296387
	Iteration 29F: 3 clusters Score -98659.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (7258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Entering Unmasked Estep 
Score: -812039.250000 Penalty: 1444.602173
	Iteration 0F: 2 clusters Score -812039.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -806622.625000 Penalty: 2889.204346
	Iteration 0F: 3 clusters Score -806622.6 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -808333.625000 Penalty: 2889.204346
	Iteration 1F: 3 clusters Score -808333.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -808651.437500 Penalty: 2889.204346
	Iteration 2F: 3 clusters Score -808651.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -808969.437500 Penalty: 2889.204346
	Iteration 3F: 3 clusters Score -808969.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -809277.812500 Penalty: 2889.204346
	Iteration 4F: 3 clusters Score -809277.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -809629.187500 Penalty: 2889.204346
	Iteration 5F: 3 clusters Score -809629.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -809950.750000 Penalty: 2889.204346
	Iteration 6F: 3 clusters Score -809950.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -810316.062500 Penalty: 2889.204346
	Iteration 7F: 3 clusters Score -810316.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -810754.625000 Penalty: 2889.204346
	Iteration 8F: 3 clusters Score -810754.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -811254.000000 Penalty: 2889.204346
	Iteration 9F: 3 clusters Score -811254 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -811520.562500 Penalty: 2889.204346
	Iteration 10Q: 3 clusters Score -811520.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -811635.500000 Penalty: 2889.204346
	Iteration 11Q: 3 clusters Score -811635.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -811684.750000 Penalty: 2889.204346
	Iteration 12Q: 3 clusters Score -811684.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -811710.875000 Penalty: 2889.204346
	Iteration 13Q: 3 clusters Score -811710.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -811719.750000 Penalty: 2889.204346
	Iteration 14Q: 3 clusters Score -811719.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -811728.125000 Penalty: 2889.204346
	Iteration 15Q: 3 clusters Score -811728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -811733.375000 Penalty: 2889.204346
	Iteration 16Q: 3 clusters Score -811733.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -811738.875000 Penalty: 2889.204346
	Iteration 17Q: 3 clusters Score -811738.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -811737.250000 Penalty: 2889.204346
	Iteration 18Q: 3 clusters Score -811737.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -811743.062500 Penalty: 2889.204346
	Iteration 19Q: 3 clusters Score -811743.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -811742.750000 Penalty: 2889.204346
	Iteration 20F: 3 clusters Score -811742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -811743.687500 Penalty: 2889.204346
	Iteration 21Q: 3 clusters Score -811743.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -811747.437500 Penalty: 2889.204346
	Iteration 22Q: 3 clusters Score -811747.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -811746.562500 Penalty: 2889.204346
	Iteration 23Q: 3 clusters Score -811746.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -811747.875000 Penalty: 2889.204346
	Iteration 24Q: 3 clusters Score -811747.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -811747.187500 Penalty: 2889.204346
	Iteration 25Q: 3 clusters Score -811747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -811748.000000 Penalty: 2889.204346
	Iteration 26Q: 3 clusters Score -811748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -811747.937500 Penalty: 2889.204346
	Iteration 27Q: 3 clusters Score -811747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -811747.562500 Penalty: 2889.204346
	Iteration 28Q: 3 clusters Score -811747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -811747.562500 Penalty: 2889.204346
	Iteration 29F: 3 clusters Score -811747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (51082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51082 members 
Entering Unmasked Estep 
Score: -5936134.000000 Penalty: 1761.692993
	Iteration 0F: 2 clusters Score -5936134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5902053.000000 Penalty: 3523.385986
	Iteration 0F: 3 clusters Score -5902053 nChanged 24012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -5915822.500000 Penalty: 3523.385986
	Iteration 1F: 3 clusters Score -5915822 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -5916846.500000 Penalty: 3523.385986
	Iteration 2Q: 3 clusters Score -5916846 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5918742.500000 Penalty: 3523.385986
	Iteration 3F: 3 clusters Score -5918742 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -5921976.500000 Penalty: 3523.385986
	Iteration 4F: 3 clusters Score -5921976 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -5925321.000000 Penalty: 3523.385986
	Iteration 5F: 3 clusters Score -5925321 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -5927619.000000 Penalty: 3523.385986
	Iteration 6F: 3 clusters Score -5927619 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -5929228.500000 Penalty: 3523.385986
	Iteration 7F: 3 clusters Score -5929228 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -5930576.500000 Penalty: 3523.385986
	Iteration 8Q: 3 clusters Score -5930576 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -5931831.500000 Penalty: 3523.385986
	Iteration 9Q: 3 clusters Score -5931832 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 35951 members 
Entering Unmasked Estep 
Score: -5933018.500000 Penalty: 3523.385986
	Iteration 10Q: 3 clusters Score -5933018 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -5934163.500000 Penalty: 3523.385986
	Iteration 11Q: 3 clusters Score -5934164 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -5935106.000000 Penalty: 3523.385986
	Iteration 12Q: 3 clusters Score -5935106 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -5935851.000000 Penalty: 3523.385986
	Iteration 13Q: 3 clusters Score -5935851 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -5936545.000000 Penalty: 3523.385986
	Iteration 14Q: 3 clusters Score -5936545 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -5937136.500000 Penalty: 3523.385986
	Iteration 15Q: 3 clusters Score -5937136 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -5937610.000000 Penalty: 3523.385986
	Iteration 16Q: 3 clusters Score -5937610 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5938038.500000 Penalty: 3523.385986
	Iteration 17Q: 3 clusters Score -5938038 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 42985 members 
Entering Unmasked Estep 
Score: -5938391.500000 Penalty: 3523.385986
	Iteration 18Q: 3 clusters Score -5938392 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -5938711.500000 Penalty: 3523.385986
	Iteration 19Q: 3 clusters Score -5938712 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -5939095.500000 Penalty: 3523.385986
	Iteration 20F: 3 clusters Score -5939096 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -5939414.500000 Penalty: 3523.385986
	Iteration 21Q: 3 clusters Score -5939414 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -5939699.500000 Penalty: 3523.385986
	Iteration 22Q: 3 clusters Score -5939700 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -5939875.000000 Penalty: 3523.385986
	Iteration 23Q: 3 clusters Score -5939875 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -5940010.000000 Penalty: 3523.385986
	Iteration 24Q: 3 clusters Score -5940010 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -5940071.500000 Penalty: 3523.385986
	Iteration 25Q: 3 clusters Score -5940072 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -5940092.500000 Penalty: 3523.385986
	Iteration 26Q: 3 clusters Score -5940092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -5940113.500000 Penalty: 3523.385986
	Iteration 27Q: 3 clusters Score -5940114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5940133.500000 Penalty: 3523.385986
	Iteration 28Q: 3 clusters Score -5940134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 45810 members 
Entering Unmasked Estep 
Score: -5940127.000000 Penalty: 3523.385986
	Iteration 29Q: 3 clusters Score -5940127 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -5940142.500000 Penalty: 3523.385986
	Iteration 30Q: 3 clusters Score -5940142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -5940158.500000 Penalty: 3523.385986
	Iteration 31Q: 3 clusters Score -5940158 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -5940165.500000 Penalty: 3523.385986
	Iteration 32Q: 3 clusters Score -5940166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
Score: -5940164.500000 Penalty: 3523.385986
	Iteration 33Q: 3 clusters Score -5940164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -5940163.000000 Penalty: 3523.385986
	Iteration 34Q: 3 clusters Score -5940163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -5940156.500000 Penalty: 3523.385986
	Iteration 35Q: 3 clusters Score -5940156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -5940156.000000 Penalty: 3523.385986
	Iteration 36Q: 3 clusters Score -5940156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -5940171.500000 Penalty: 3523.385986
	Iteration 37Q: 3 clusters Score -5940172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5940172.500000 Penalty: 3523.385986
	Iteration 38Q: 3 clusters Score -5940172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -5940180.000000 Penalty: 3523.385986
	Iteration 39Q: 3 clusters Score -5940180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -5940169.500000 Penalty: 3523.385986
	Iteration 40F: 3 clusters Score -5940170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -5940170.500000 Penalty: 3523.385986
	Iteration 41Q: 3 clusters Score -5940170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5940171.500000 Penalty: 3523.385986
	Iteration 42Q: 3 clusters Score -5940172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -5940170.500000 Penalty: 3523.385986
	Iteration 43Q: 3 clusters Score -5940170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -5940168.000000 Penalty: 3523.385986
	Iteration 44Q: 3 clusters Score -5940168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -5940168.000000 Penalty: 3523.385986
	Iteration 45F: 3 clusters Score -5940168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 33580 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Entering Unmasked Estep 
Score: -40070296.000000 Penalty: 51993.542969
Splitting cluster 5 changes total score from -40063288.000000 to -40070296.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (10808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Entering Unmasked Estep 
Score: -1216755.500000 Penalty: 1509.306885
	Iteration 0F: 2 clusters Score -1216756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1209054.625000 Penalty: 3018.613770
	Iteration 0F: 3 clusters Score -1209055 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1211584.125000 Penalty: 3018.613770
	Iteration 1F: 3 clusters Score -1211584 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1211879.000000 Penalty: 3018.613770
	Iteration 2F: 3 clusters Score -1211879 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1212177.500000 Penalty: 3018.613770
	Iteration 3F: 3 clusters Score -1212178 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1212480.375000 Penalty: 3018.613770
	Iteration 4Q: 3 clusters Score -1212480 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1212765.750000 Penalty: 3018.613770
	Iteration 5Q: 3 clusters Score -1212766 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1213100.750000 Penalty: 3018.613770
	Iteration 6Q: 3 clusters Score -1213101 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1213431.875000 Penalty: 3018.613770
	Iteration 7Q: 3 clusters Score -1213432 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1213797.500000 Penalty: 3018.613770
	Iteration 8Q: 3 clusters Score -1213798 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1214125.750000 Penalty: 3018.613770
	Iteration 9Q: 3 clusters Score -1214126 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1214462.625000 Penalty: 3018.613770
	Iteration 10Q: 3 clusters Score -1214463 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1214764.000000 Penalty: 3018.613770
	Iteration 11Q: 3 clusters Score -1214764 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1215007.125000 Penalty: 3018.613770
	Iteration 12Q: 3 clusters Score -1215007 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1215168.875000 Penalty: 3018.613770
	Iteration 13Q: 3 clusters Score -1215169 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1215284.500000 Penalty: 3018.613770
	Iteration 14Q: 3 clusters Score -1215284 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1215387.125000 Penalty: 3018.613770
	Iteration 15Q: 3 clusters Score -1215387 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1215468.375000 Penalty: 3018.613770
	Iteration 16Q: 3 clusters Score -1215468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1215538.000000 Penalty: 3018.613770
	Iteration 17Q: 3 clusters Score -1215538 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1215594.750000 Penalty: 3018.613770
	Iteration 18Q: 3 clusters Score -1215595 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1215630.625000 Penalty: 3018.613770
	Iteration 19Q: 3 clusters Score -1215631 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1215664.375000 Penalty: 3018.613770
	Iteration 20F: 3 clusters Score -1215664 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1215697.125000 Penalty: 3018.613770
	Iteration 21Q: 3 clusters Score -1215697 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1215716.625000 Penalty: 3018.613770
	Iteration 22Q: 3 clusters Score -1215717 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1215734.000000 Penalty: 3018.613770
	Iteration 23Q: 3 clusters Score -1215734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1215748.750000 Penalty: 3018.613770
	Iteration 24Q: 3 clusters Score -1215749 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1215759.250000 Penalty: 3018.613770
	Iteration 25Q: 3 clusters Score -1215759 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1215767.125000 Penalty: 3018.613770
	Iteration 26Q: 3 clusters Score -1215767 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1215778.125000 Penalty: 3018.613770
	Iteration 27Q: 3 clusters Score -1215778 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1215786.500000 Penalty: 3018.613770
	Iteration 28Q: 3 clusters Score -1215786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1215797.375000 Penalty: 3018.613770
	Iteration 29Q: 3 clusters Score -1215797 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1215808.000000 Penalty: 3018.613770
	Iteration 30Q: 3 clusters Score -1215808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1215819.250000 Penalty: 3018.613770
	Iteration 31Q: 3 clusters Score -1215819 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1215827.125000 Penalty: 3018.613770
	Iteration 32Q: 3 clusters Score -1215827 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1215828.250000 Penalty: 3018.613770
	Iteration 33Q: 3 clusters Score -1215828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1215836.875000 Penalty: 3018.613770
	Iteration 34Q: 3 clusters Score -1215837 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1215843.375000 Penalty: 3018.613770
	Iteration 35Q: 3 clusters Score -1215843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1215846.375000 Penalty: 3018.613770
	Iteration 36Q: 3 clusters Score -1215846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1215851.625000 Penalty: 3018.613770
	Iteration 37Q: 3 clusters Score -1215852 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1215854.500000 Penalty: 3018.613770
	Iteration 38Q: 3 clusters Score -1215854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1215854.875000 Penalty: 3018.613770
	Iteration 39Q: 3 clusters Score -1215855 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1215863.000000 Penalty: 3018.613770
	Iteration 40F: 3 clusters Score -1215863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1215866.000000 Penalty: 3018.613770
	Iteration 41Q: 3 clusters Score -1215866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1215872.000000 Penalty: 3018.613770
	Iteration 42Q: 3 clusters Score -1215872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1215875.750000 Penalty: 3018.613770
	Iteration 43Q: 3 clusters Score -1215876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1215878.625000 Penalty: 3018.613770
	Iteration 44Q: 3 clusters Score -1215879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1215883.250000 Penalty: 3018.613770
	Iteration 45Q: 3 clusters Score -1215883 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1215887.875000 Penalty: 3018.613770
	Iteration 46Q: 3 clusters Score -1215888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1215889.250000 Penalty: 3018.613770
	Iteration 47Q: 3 clusters Score -1215889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1215888.875000 Penalty: 3018.613770
	Iteration 48Q: 3 clusters Score -1215889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1215893.000000 Penalty: 3018.613770
	Iteration 49Q: 3 clusters Score -1215893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1215897.750000 Penalty: 3018.613770
	Iteration 50Q: 3 clusters Score -1215898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1215900.250000 Penalty: 3018.613770
	Iteration 51Q: 3 clusters Score -1215900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1215898.125000 Penalty: 3018.613770
	Iteration 52Q: 3 clusters Score -1215898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1215897.375000 Penalty: 3018.613770
	Iteration 53Q: 3 clusters Score -1215897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1215900.250000 Penalty: 3018.613770
	Iteration 54Q: 3 clusters Score -1215900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1215903.125000 Penalty: 3018.613770
	Iteration 55Q: 3 clusters Score -1215903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1215903.500000 Penalty: 3018.613770
	Iteration 56Q: 3 clusters Score -1215904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1215903.625000 Penalty: 3018.613770
	Iteration 57Q: 3 clusters Score -1215904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1215901.875000 Penalty: 3018.613770
	Iteration 58Q: 3 clusters Score -1215902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1215904.500000 Penalty: 3018.613770
	Iteration 59Q: 3 clusters Score -1215904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1215905.750000 Penalty: 3018.613770
	Iteration 60F: 3 clusters Score -1215906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1215908.000000 Penalty: 3018.613770
	Iteration 61Q: 3 clusters Score -1215908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1215912.375000 Penalty: 3018.613770
	Iteration 62Q: 3 clusters Score -1215912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1215911.375000 Penalty: 3018.613770
	Iteration 63Q: 3 clusters Score -1215911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -1215913.000000 Penalty: 3018.613770
	Iteration 64Q: 3 clusters Score -1215913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1215912.875000 Penalty: 3018.613770
	Iteration 65Q: 3 clusters Score -1215913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1215913.125000 Penalty: 3018.613770
	Iteration 66Q: 3 clusters Score -1215913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1215912.750000 Penalty: 3018.613770
	Iteration 67Q: 3 clusters Score -1215913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1215912.000000 Penalty: 3018.613770
	Iteration 68Q: 3 clusters Score -1215912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1215910.125000 Penalty: 3018.613770
	Iteration 69Q: 3 clusters Score -1215910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1215910.500000 Penalty: 3018.613770
	Iteration 70Q: 3 clusters Score -1215910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1215912.500000 Penalty: 3018.613770
	Iteration 71Q: 3 clusters Score -1215912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1215914.750000 Penalty: 3018.613770
	Iteration 72Q: 3 clusters Score -1215915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1215912.250000 Penalty: 3018.613770
	Iteration 73Q: 3 clusters Score -1215912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1215914.750000 Penalty: 3018.613770
	Iteration 74Q: 3 clusters Score -1215915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1215914.875000 Penalty: 3018.613770
	Iteration 75Q: 3 clusters Score -1215915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1215916.250000 Penalty: 3018.613770
	Iteration 76Q: 3 clusters Score -1215916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1215916.250000 Penalty: 3018.613770
	Iteration 77F: 3 clusters Score -1215916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Entering Unmasked Estep 
Score: -160088.734375 Penalty: 1184.450684
	Iteration 0F: 2 clusters Score -160088.7 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 733 members 
Entering Unmasked Estep 
Score: -158352.468750 Penalty: 2368.901367
	Iteration 0F: 3 clusters Score -158352.5 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158790.312500 Penalty: 2368.901367
	Iteration 1F: 3 clusters Score -158790.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -158933.625000 Penalty: 2368.901367
	Iteration 2F: 3 clusters Score -158933.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -159041.265625 Penalty: 2368.901367
	Iteration 3F: 3 clusters Score -159041.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -159157.156250 Penalty: 2368.901367
	Iteration 4F: 3 clusters Score -159157.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -159244.500000 Penalty: 2368.901367
	Iteration 5Q: 3 clusters Score -159244.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -159341.171875 Penalty: 2368.901367
	Iteration 6Q: 3 clusters Score -159341.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -159428.031250 Penalty: 2368.901367
	Iteration 7Q: 3 clusters Score -159428 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -159493.718750 Penalty: 2368.901367
	Iteration 8Q: 3 clusters Score -159493.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -159548.593750 Penalty: 2368.901367
	Iteration 9Q: 3 clusters Score -159548.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -159572.734375 Penalty: 2368.901367
	Iteration 10Q: 3 clusters Score -159572.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -159585.062500 Penalty: 2368.901367
	Iteration 11Q: 3 clusters Score -159585.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -159592.718750 Penalty: 2368.901367
	Iteration 12Q: 3 clusters Score -159592.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -159593.828125 Penalty: 2368.901367
	Iteration 13Q: 3 clusters Score -159593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -159595.921875 Penalty: 2368.901367
	Iteration 14Q: 3 clusters Score -159595.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -159597.156250 Penalty: 2368.901367
	Iteration 15Q: 3 clusters Score -159597.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -159599.406250 Penalty: 2368.901367
	Iteration 16F: 3 clusters Score -159599.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -159600.734375 Penalty: 2368.901367
	Iteration 17Q: 3 clusters Score -159600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -159600.734375 Penalty: 2368.901367
	Iteration 18F: 3 clusters Score -159600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -441155.093750 Penalty: 1364.558472
	Iteration 0F: 2 clusters Score -441155.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -437681.125000 Penalty: 2729.116943
	Iteration 0F: 3 clusters Score -437681.1 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -440220.625000 Penalty: 2729.116943
	Iteration 1F: 3 clusters Score -440220.6 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -443724.375000 Penalty: 2729.116943
	Iteration 2F: 3 clusters Score -443724.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -446334.781250 Penalty: 2729.116943
	Iteration 3F: 3 clusters Score -446334.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -447472.375000 Penalty: 2729.116943
	Iteration 4F: 3 clusters Score -447472.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -448060.656250 Penalty: 2729.116943
	Iteration 5Q: 3 clusters Score -448060.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -448367.875000 Penalty: 2729.116943
	Iteration 6Q: 3 clusters Score -448367.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -448496.750000 Penalty: 2729.116943
	Iteration 7Q: 3 clusters Score -448496.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -448576.875000 Penalty: 2729.116943
	Iteration 8Q: 3 clusters Score -448576.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -448621.593750 Penalty: 2729.116943
	Iteration 9Q: 3 clusters Score -448621.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -448655.843750 Penalty: 2729.116943
	Iteration 10Q: 3 clusters Score -448655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -448683.843750 Penalty: 2729.116943
	Iteration 11Q: 3 clusters Score -448683.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -448692.906250 Penalty: 2729.116943
	Iteration 12Q: 3 clusters Score -448692.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -448694.781250 Penalty: 2729.116943
	Iteration 13Q: 3 clusters Score -448694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -448694.781250 Penalty: 2729.116943
	Iteration 14F: 3 clusters Score -448694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 21585 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 33580 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Entering Unmasked Estep 
Score: -40077140.000000 Penalty: 54073.285156
Splitting cluster 8 changes total score from -40063288.000000 to -40077140.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (21585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Entering Unmasked Estep 
Score: -2438600.750000 Penalty: 1621.709961
	Iteration 0F: 2 clusters Score -2438601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2424086.000000 Penalty: 3243.419922
	Iteration 0F: 3 clusters Score -2424086 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2429898.250000 Penalty: 3243.419922
	Iteration 1F: 3 clusters Score -2429898 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2431152.000000 Penalty: 3243.419922
	Iteration 2F: 3 clusters Score -2431152 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2433418.750000 Penalty: 3243.419922
	Iteration 3F: 3 clusters Score -2433419 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -2436497.000000 Penalty: 3243.419922
	Iteration 4F: 3 clusters Score -2436497 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -2438608.750000 Penalty: 3243.419922
	Iteration 5F: 3 clusters Score -2438609 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2439879.500000 Penalty: 3243.419922
	Iteration 6F: 3 clusters Score -2439880 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2440806.750000 Penalty: 3243.419922
	Iteration 7Q: 3 clusters Score -2440807 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2441413.000000 Penalty: 3243.419922
	Iteration 8Q: 3 clusters Score -2441413 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2441840.250000 Penalty: 3243.419922
	Iteration 9Q: 3 clusters Score -2441840 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2442278.500000 Penalty: 3243.419922
	Iteration 10Q: 3 clusters Score -2442278 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2442717.500000 Penalty: 3243.419922
	Iteration 11Q: 3 clusters Score -2442718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -2442884.000000 Penalty: 3243.419922
	Iteration 12Q: 3 clusters Score -2442884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2442910.500000 Penalty: 3243.419922
	Iteration 13Q: 3 clusters Score -2442910 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2442934.500000 Penalty: 3243.419922
	Iteration 14Q: 3 clusters Score -2442934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2442942.500000 Penalty: 3243.419922
	Iteration 15Q: 3 clusters Score -2442942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2442950.500000 Penalty: 3243.419922
	Iteration 16Q: 3 clusters Score -2442950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2442959.000000 Penalty: 3243.419922
	Iteration 17Q: 3 clusters Score -2442959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2442958.250000 Penalty: 3243.419922
	Iteration 18Q: 3 clusters Score -2442958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2442957.000000 Penalty: 3243.419922
	Iteration 19Q: 3 clusters Score -2442957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2442960.750000 Penalty: 3243.419922
	Iteration 20F: 3 clusters Score -2442961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2442960.250000 Penalty: 3243.419922
	Iteration 21Q: 3 clusters Score -2442960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2442958.250000 Penalty: 3243.419922
	Iteration 22Q: 3 clusters Score -2442958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2442960.500000 Penalty: 3243.419922
	Iteration 23Q: 3 clusters Score -2442960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2442964.250000 Penalty: 3243.419922
	Iteration 24Q: 3 clusters Score -2442964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2442961.750000 Penalty: 3243.419922
	Iteration 25Q: 3 clusters Score -2442962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2442961.750000 Penalty: 3243.419922
	Iteration 26F: 3 clusters Score -2442962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 33580 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Entering Unmasked Estep 
Score: -40080996.000000 Penalty: 56153.027344
Splitting cluster 9 changes total score from -40063288.000000 to -40080996.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 10 (11415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Entering Unmasked Estep 
Score: -1265560.875000 Penalty: 1518.186157
	Iteration 0F: 2 clusters Score -1265561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1257408.875000 Penalty: 3036.372314
	Iteration 0F: 3 clusters Score -1257409 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1260347.250000 Penalty: 3036.372314
	Iteration 1F: 3 clusters Score -1260347 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1260919.375000 Penalty: 3036.372314
	Iteration 2F: 3 clusters Score -1260919 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1261569.875000 Penalty: 3036.372314
	Iteration 3F: 3 clusters Score -1261570 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1262350.250000 Penalty: 3036.372314
	Iteration 4F: 3 clusters Score -1262350 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1263269.375000 Penalty: 3036.372314
	Iteration 5F: 3 clusters Score -1263269 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1264261.625000 Penalty: 3036.372314
	Iteration 6F: 3 clusters Score -1264262 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1265115.250000 Penalty: 3036.372314
	Iteration 7F: 3 clusters Score -1265115 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1265675.375000 Penalty: 3036.372314
	Iteration 8Q: 3 clusters Score -1265675 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1265983.500000 Penalty: 3036.372314
	Iteration 9Q: 3 clusters Score -1265984 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1266136.500000 Penalty: 3036.372314
	Iteration 10Q: 3 clusters Score -1266136 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1266245.125000 Penalty: 3036.372314
	Iteration 11Q: 3 clusters Score -1266245 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1266314.875000 Penalty: 3036.372314
	Iteration 12Q: 3 clusters Score -1266315 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1266361.625000 Penalty: 3036.372314
	Iteration 13Q: 3 clusters Score -1266362 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1266404.875000 Penalty: 3036.372314
	Iteration 14Q: 3 clusters Score -1266405 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1266435.500000 Penalty: 3036.372314
	Iteration 15Q: 3 clusters Score -1266436 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1266456.875000 Penalty: 3036.372314
	Iteration 16Q: 3 clusters Score -1266457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1266463.125000 Penalty: 3036.372314
	Iteration 17Q: 3 clusters Score -1266463 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1266472.125000 Penalty: 3036.372314
	Iteration 18Q: 3 clusters Score -1266472 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1266480.000000 Penalty: 3036.372314
	Iteration 19Q: 3 clusters Score -1266480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1266488.375000 Penalty: 3036.372314
	Iteration 20F: 3 clusters Score -1266488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1266497.000000 Penalty: 3036.372314
	Iteration 21Q: 3 clusters Score -1266497 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1266500.750000 Penalty: 3036.372314
	Iteration 22Q: 3 clusters Score -1266501 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1266508.125000 Penalty: 3036.372314
	Iteration 23Q: 3 clusters Score -1266508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1266505.000000 Penalty: 3036.372314
	Iteration 24Q: 3 clusters Score -1266505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1266510.875000 Penalty: 3036.372314
	Iteration 25Q: 3 clusters Score -1266511 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1266513.375000 Penalty: 3036.372314
	Iteration 26Q: 3 clusters Score -1266513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1266518.625000 Penalty: 3036.372314
	Iteration 27Q: 3 clusters Score -1266519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1266516.625000 Penalty: 3036.372314
	Iteration 28Q: 3 clusters Score -1266517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1266518.875000 Penalty: 3036.372314
	Iteration 29Q: 3 clusters Score -1266519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1266521.750000 Penalty: 3036.372314
	Iteration 30Q: 3 clusters Score -1266522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1266519.625000 Penalty: 3036.372314
	Iteration 31Q: 3 clusters Score -1266520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1266521.625000 Penalty: 3036.372314
	Iteration 32Q: 3 clusters Score -1266522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1266523.500000 Penalty: 3036.372314
	Iteration 33Q: 3 clusters Score -1266524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1266527.250000 Penalty: 3036.372314
	Iteration 34Q: 3 clusters Score -1266527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1266526.500000 Penalty: 3036.372314
	Iteration 35Q: 3 clusters Score -1266526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1266527.000000 Penalty: 3036.372314
	Iteration 36Q: 3 clusters Score -1266527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1266527.125000 Penalty: 3036.372314
	Iteration 37Q: 3 clusters Score -1266527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1266528.000000 Penalty: 3036.372314
	Iteration 38Q: 3 clusters Score -1266528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1266528.875000 Penalty: 3036.372314
	Iteration 39Q: 3 clusters Score -1266529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1266527.375000 Penalty: 3036.372314
	Iteration 40F: 3 clusters Score -1266527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1266527.625000 Penalty: 3036.372314
	Iteration 41Q: 3 clusters Score -1266528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1266527.625000 Penalty: 3036.372314
	Iteration 42F: 3 clusters Score -1266528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 33580 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Entering Unmasked Estep 
Score: -40081088.000000 Penalty: 58232.765625
Splitting cluster 10 changes total score from -40063288.000000 to -40081088.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 11 (24458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Entering Unmasked Estep 
Score: -2784101.500000 Penalty: 1642.015747
	Iteration 0F: 2 clusters Score -2784102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2767502.500000 Penalty: 3284.031494
	Iteration 0F: 3 clusters Score -2767502 nChanged 11130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2774051.250000 Penalty: 3284.031494
	Iteration 1F: 3 clusters Score -2774051 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2774860.500000 Penalty: 3284.031494
	Iteration 2F: 3 clusters Score -2774860 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2775858.500000 Penalty: 3284.031494
	Iteration 3F: 3 clusters Score -2775858 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -2777008.250000 Penalty: 3284.031494
	Iteration 4F: 3 clusters Score -2777008 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2778112.750000 Penalty: 3284.031494
	Iteration 5F: 3 clusters Score -2778113 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2778957.500000 Penalty: 3284.031494
	Iteration 6F: 3 clusters Score -2778958 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2779644.000000 Penalty: 3284.031494
	Iteration 7Q: 3 clusters Score -2779644 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2780233.750000 Penalty: 3284.031494
	Iteration 8Q: 3 clusters Score -2780234 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2780727.000000 Penalty: 3284.031494
	Iteration 9Q: 3 clusters Score -2780727 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -2781186.500000 Penalty: 3284.031494
	Iteration 10Q: 3 clusters Score -2781186 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -2781613.500000 Penalty: 3284.031494
	Iteration 11Q: 3 clusters Score -2781614 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 22793 members 
Entering Unmasked Estep 
Score: -2781966.000000 Penalty: 3284.031494
	Iteration 12Q: 3 clusters Score -2781966 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -2782229.250000 Penalty: 3284.031494
	Iteration 13Q: 3 clusters Score -2782229 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2782426.250000 Penalty: 3284.031494
	Iteration 14Q: 3 clusters Score -2782426 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -2782606.250000 Penalty: 3284.031494
	Iteration 15Q: 3 clusters Score -2782606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2782723.250000 Penalty: 3284.031494
	Iteration 16Q: 3 clusters Score -2782723 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -2782792.250000 Penalty: 3284.031494
	Iteration 17Q: 3 clusters Score -2782792 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2782861.250000 Penalty: 3284.031494
	Iteration 18Q: 3 clusters Score -2782861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2782889.500000 Penalty: 3284.031494
	Iteration 19Q: 3 clusters Score -2782890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -2782912.750000 Penalty: 3284.031494
	Iteration 20F: 3 clusters Score -2782913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -2782928.000000 Penalty: 3284.031494
	Iteration 21Q: 3 clusters Score -2782928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -2782936.250000 Penalty: 3284.031494
	Iteration 22Q: 3 clusters Score -2782936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -2782946.250000 Penalty: 3284.031494
	Iteration 23Q: 3 clusters Score -2782946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -2782953.750000 Penalty: 3284.031494
	Iteration 24Q: 3 clusters Score -2782954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2782956.500000 Penalty: 3284.031494
	Iteration 25Q: 3 clusters Score -2782956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2782957.000000 Penalty: 3284.031494
	Iteration 26Q: 3 clusters Score -2782957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -2782956.750000 Penalty: 3284.031494
	Iteration 27Q: 3 clusters Score -2782957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -2782958.500000 Penalty: 3284.031494
	Iteration 28Q: 3 clusters Score -2782958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2782959.000000 Penalty: 3284.031494
	Iteration 29Q: 3 clusters Score -2782959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -2782959.000000 Penalty: 3284.031494
	Iteration 30F: 3 clusters Score -2782959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (33580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Entering Unmasked Estep 
Score: -3849892.500000 Penalty: 1693.524048
	Iteration 0F: 2 clusters Score -3849892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -3827414.250000 Penalty: 3387.048096
	Iteration 0F: 3 clusters Score -3827414 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3836234.500000 Penalty: 3387.048096
	Iteration 1F: 3 clusters Score -3836234 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -3837011.500000 Penalty: 3387.048096
	Iteration 2Q: 3 clusters Score -3837012 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -3838233.000000 Penalty: 3387.048096
	Iteration 3F: 3 clusters Score -3838233 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3840259.250000 Penalty: 3387.048096
	Iteration 4F: 3 clusters Score -3840259 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -3843339.500000 Penalty: 3387.048096
	Iteration 5F: 3 clusters Score -3843340 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3847433.000000 Penalty: 3387.048096
	Iteration 6F: 3 clusters Score -3847433 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3851136.000000 Penalty: 3387.048096
	Iteration 7F: 3 clusters Score -3851136 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -3853288.250000 Penalty: 3387.048096
	Iteration 8F: 3 clusters Score -3853288 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -3853987.750000 Penalty: 3387.048096
	Iteration 9Q: 3 clusters Score -3853988 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3854213.750000 Penalty: 3387.048096
	Iteration 10Q: 3 clusters Score -3854214 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -3854288.500000 Penalty: 3387.048096
	Iteration 11Q: 3 clusters Score -3854288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -3854313.500000 Penalty: 3387.048096
	Iteration 12Q: 3 clusters Score -3854314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3854324.250000 Penalty: 3387.048096
	Iteration 13Q: 3 clusters Score -3854324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -3854330.250000 Penalty: 3387.048096
	Iteration 14Q: 3 clusters Score -3854330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3854336.750000 Penalty: 3387.048096
	Iteration 15Q: 3 clusters Score -3854337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -3854331.500000 Penalty: 3387.048096
	Iteration 16Q: 3 clusters Score -3854332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3854338.750000 Penalty: 3387.048096
	Iteration 17Q: 3 clusters Score -3854339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3854336.000000 Penalty: 3387.048096
	Iteration 18Q: 3 clusters Score -3854336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3854333.000000 Penalty: 3387.048096
	Iteration 19Q: 3 clusters Score -3854333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -3854334.000000 Penalty: 3387.048096
	Iteration 20F: 3 clusters Score -3854334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3854330.500000 Penalty: 3387.048096
	Iteration 21Q: 3 clusters Score -3854330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3854332.750000 Penalty: 3387.048096
	Iteration 22Q: 3 clusters Score -3854333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -3854328.500000 Penalty: 3387.048096
	Iteration 23Q: 3 clusters Score -3854328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3854330.500000 Penalty: 3387.048096
	Iteration 24Q: 3 clusters Score -3854330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -3854329.250000 Penalty: 3387.048096
	Iteration 25Q: 3 clusters Score -3854329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -3854332.000000 Penalty: 3387.048096
	Iteration 26Q: 3 clusters Score -3854332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3854331.750000 Penalty: 3387.048096
	Iteration 27Q: 3 clusters Score -3854332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3854332.250000 Penalty: 3387.048096
	Iteration 28Q: 3 clusters Score -3854332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3854333.750000 Penalty: 3387.048096
	Iteration 29Q: 3 clusters Score -3854334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3854333.750000 Penalty: 3387.048096
	Iteration 30F: 3 clusters Score -3854334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 7594 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Entering Unmasked Estep 
Score: -40084984.000000 Penalty: 60312.507812
Splitting cluster 12 changes total score from -40063288.000000 to -40084984.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 13 (7147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Entering Unmasked Estep 
Score: -824146.937500 Penalty: 1442.097778
	Iteration 0F: 2 clusters Score -824146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -818821.812500 Penalty: 2884.195557
	Iteration 0F: 3 clusters Score -818821.8 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -820455.875000 Penalty: 2884.195557
	Iteration 1F: 3 clusters Score -820455.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -820664.437500 Penalty: 2884.195557
	Iteration 2F: 3 clusters Score -820664.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -820786.125000 Penalty: 2884.195557
	Iteration 3Q: 3 clusters Score -820786.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -820872.187500 Penalty: 2884.195557
	Iteration 4Q: 3 clusters Score -820872.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -820941.000000 Penalty: 2884.195557
	Iteration 5Q: 3 clusters Score -820941 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -821007.875000 Penalty: 2884.195557
	Iteration 6Q: 3 clusters Score -821007.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -821060.437500 Penalty: 2884.195557
	Iteration 7Q: 3 clusters Score -821060.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -821110.125000 Penalty: 2884.195557
	Iteration 8Q: 3 clusters Score -821110.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -821149.875000 Penalty: 2884.195557
	Iteration 9Q: 3 clusters Score -821149.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -821178.687500 Penalty: 2884.195557
	Iteration 10Q: 3 clusters Score -821178.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -821212.187500 Penalty: 2884.195557
	Iteration 11Q: 3 clusters Score -821212.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -821240.500000 Penalty: 2884.195557
	Iteration 12Q: 3 clusters Score -821240.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -821275.812500 Penalty: 2884.195557
	Iteration 13Q: 3 clusters Score -821275.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -821320.625000 Penalty: 2884.195557
	Iteration 14Q: 3 clusters Score -821320.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -821375.750000 Penalty: 2884.195557
	Iteration 15Q: 3 clusters Score -821375.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -821438.312500 Penalty: 2884.195557
	Iteration 16Q: 3 clusters Score -821438.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -821501.000000 Penalty: 2884.195557
	Iteration 17Q: 3 clusters Score -821501 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -821563.375000 Penalty: 2884.195557
	Iteration 18Q: 3 clusters Score -821563.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -821623.875000 Penalty: 2884.195557
	Iteration 19Q: 3 clusters Score -821623.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -821692.312500 Penalty: 2884.195557
	Iteration 20F: 3 clusters Score -821692.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -821773.250000 Penalty: 2884.195557
	Iteration 21Q: 3 clusters Score -821773.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -821840.937500 Penalty: 2884.195557
	Iteration 22Q: 3 clusters Score -821840.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -821901.500000 Penalty: 2884.195557
	Iteration 23Q: 3 clusters Score -821901.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -821963.500000 Penalty: 2884.195557
	Iteration 24Q: 3 clusters Score -821963.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -822027.437500 Penalty: 2884.195557
	Iteration 25Q: 3 clusters Score -822027.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -822088.437500 Penalty: 2884.195557
	Iteration 26Q: 3 clusters Score -822088.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -822144.062500 Penalty: 2884.195557
	Iteration 27Q: 3 clusters Score -822144.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -822201.000000 Penalty: 2884.195557
	Iteration 28Q: 3 clusters Score -822201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -822243.687500 Penalty: 2884.195557
	Iteration 29Q: 3 clusters Score -822243.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -822281.125000 Penalty: 2884.195557
	Iteration 30Q: 3 clusters Score -822281.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -822328.625000 Penalty: 2884.195557
	Iteration 31Q: 3 clusters Score -822328.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -822390.062500 Penalty: 2884.195557
	Iteration 32Q: 3 clusters Score -822390.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -822471.000000 Penalty: 2884.195557
	Iteration 33Q: 3 clusters Score -822471 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -822579.875000 Penalty: 2884.195557
	Iteration 34Q: 3 clusters Score -822579.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -822732.562500 Penalty: 2884.195557
	Iteration 35Q: 3 clusters Score -822732.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -822888.937500 Penalty: 2884.195557
	Iteration 36Q: 3 clusters Score -822888.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -823018.187500 Penalty: 2884.195557
	Iteration 37Q: 3 clusters Score -823018.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -823110.812500 Penalty: 2884.195557
	Iteration 38Q: 3 clusters Score -823110.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -823162.375000 Penalty: 2884.195557
	Iteration 39Q: 3 clusters Score -823162.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -823199.625000 Penalty: 2884.195557
	Iteration 40F: 3 clusters Score -823199.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -823221.437500 Penalty: 2884.195557
	Iteration 41Q: 3 clusters Score -823221.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -823239.812500 Penalty: 2884.195557
	Iteration 42Q: 3 clusters Score -823239.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -823250.750000 Penalty: 2884.195557
	Iteration 43Q: 3 clusters Score -823250.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -823260.562500 Penalty: 2884.195557
	Iteration 44Q: 3 clusters Score -823260.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -823266.375000 Penalty: 2884.195557
	Iteration 45Q: 3 clusters Score -823266.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -823272.187500 Penalty: 2884.195557
	Iteration 46Q: 3 clusters Score -823272.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -823281.812500 Penalty: 2884.195557
	Iteration 47Q: 3 clusters Score -823281.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -823288.000000 Penalty: 2884.195557
	Iteration 48Q: 3 clusters Score -823288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -823293.812500 Penalty: 2884.195557
	Iteration 49Q: 3 clusters Score -823293.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -823298.250000 Penalty: 2884.195557
	Iteration 50Q: 3 clusters Score -823298.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -823300.375000 Penalty: 2884.195557
	Iteration 51Q: 3 clusters Score -823300.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -823305.687500 Penalty: 2884.195557
	Iteration 52Q: 3 clusters Score -823305.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -823308.125000 Penalty: 2884.195557
	Iteration 53Q: 3 clusters Score -823308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -823311.500000 Penalty: 2884.195557
	Iteration 54Q: 3 clusters Score -823311.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -823313.187500 Penalty: 2884.195557
	Iteration 55Q: 3 clusters Score -823313.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -823320.812500 Penalty: 2884.195557
	Iteration 56Q: 3 clusters Score -823320.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -823324.062500 Penalty: 2884.195557
	Iteration 57Q: 3 clusters Score -823324.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -823323.375000 Penalty: 2884.195557
	Iteration 58Q: 3 clusters Score -823323.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -823328.000000 Penalty: 2884.195557
	Iteration 59Q: 3 clusters Score -823328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -823330.000000 Penalty: 2884.195557
	Iteration 60F: 3 clusters Score -823330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -823331.562500 Penalty: 2884.195557
	Iteration 61Q: 3 clusters Score -823331.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -823334.062500 Penalty: 2884.195557
	Iteration 62Q: 3 clusters Score -823334.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -823335.062500 Penalty: 2884.195557
	Iteration 63Q: 3 clusters Score -823335.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -823335.437500 Penalty: 2884.195557
	Iteration 64Q: 3 clusters Score -823335.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -823336.625000 Penalty: 2884.195557
	Iteration 65Q: 3 clusters Score -823336.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -823341.562500 Penalty: 2884.195557
	Iteration 66Q: 3 clusters Score -823341.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -823345.625000 Penalty: 2884.195557
	Iteration 67Q: 3 clusters Score -823345.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -823354.125000 Penalty: 2884.195557
	Iteration 68Q: 3 clusters Score -823354.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -823364.937500 Penalty: 2884.195557
	Iteration 69Q: 3 clusters Score -823364.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -823382.125000 Penalty: 2884.195557
	Iteration 70Q: 3 clusters Score -823382.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -823409.937500 Penalty: 2884.195557
	Iteration 71Q: 3 clusters Score -823409.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -823448.937500 Penalty: 2884.195557
	Iteration 72Q: 3 clusters Score -823448.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -823494.312500 Penalty: 2884.195557
	Iteration 73Q: 3 clusters Score -823494.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -823572.000000 Penalty: 2884.195557
	Iteration 74Q: 3 clusters Score -823572 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -823636.062500 Penalty: 2884.195557
	Iteration 75Q: 3 clusters Score -823636.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -823673.562500 Penalty: 2884.195557
	Iteration 76Q: 3 clusters Score -823673.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -823696.750000 Penalty: 2884.195557
	Iteration 77Q: 3 clusters Score -823696.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -823713.187500 Penalty: 2884.195557
	Iteration 78Q: 3 clusters Score -823713.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -823719.062500 Penalty: 2884.195557
	Iteration 79Q: 3 clusters Score -823719.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -823724.062500 Penalty: 2884.195557
	Iteration 80F: 3 clusters Score -823724.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -823730.187500 Penalty: 2884.195557
	Iteration 81Q: 3 clusters Score -823730.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -823733.937500 Penalty: 2884.195557
	Iteration 82Q: 3 clusters Score -823733.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -823738.437500 Penalty: 2884.195557
	Iteration 83Q: 3 clusters Score -823738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -823737.750000 Penalty: 2884.195557
	Iteration 84Q: 3 clusters Score -823737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -823737.375000 Penalty: 2884.195557
	Iteration 85Q: 3 clusters Score -823737.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -823737.375000 Penalty: 2884.195557
	Iteration 86F: 3 clusters Score -823737.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Entering Unmasked Estep 
Score: -759759.875000 Penalty: 1451.956055
	Iteration 0F: 2 clusters Score -759759.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -754230.937500 Penalty: 2903.912109
	Iteration 0F: 3 clusters Score -754230.9 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -756619.500000 Penalty: 2903.912109
	Iteration 1F: 3 clusters Score -756619.5 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -757678.937500 Penalty: 2903.912109
	Iteration 2F: 3 clusters Score -757678.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -758834.875000 Penalty: 2903.912109
	Iteration 3F: 3 clusters Score -758834.9 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -759656.187500 Penalty: 2903.912109
	Iteration 4F: 3 clusters Score -759656.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -760124.687500 Penalty: 2903.912109
	Iteration 5F: 3 clusters Score -760124.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -760344.000000 Penalty: 2903.912109
	Iteration 6Q: 3 clusters Score -760344 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -760460.937500 Penalty: 2903.912109
	Iteration 7Q: 3 clusters Score -760460.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -760513.000000 Penalty: 2903.912109
	Iteration 8Q: 3 clusters Score -760513 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -760547.625000 Penalty: 2903.912109
	Iteration 9Q: 3 clusters Score -760547.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -760562.625000 Penalty: 2903.912109
	Iteration 10Q: 3 clusters Score -760562.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -760572.625000 Penalty: 2903.912109
	Iteration 11Q: 3 clusters Score -760572.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -760580.750000 Penalty: 2903.912109
	Iteration 12Q: 3 clusters Score -760580.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -760586.062500 Penalty: 2903.912109
	Iteration 13Q: 3 clusters Score -760586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -760590.625000 Penalty: 2903.912109
	Iteration 14Q: 3 clusters Score -760590.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -760592.750000 Penalty: 2903.912109
	Iteration 15Q: 3 clusters Score -760592.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -760595.250000 Penalty: 2903.912109
	Iteration 16Q: 3 clusters Score -760595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -760595.250000 Penalty: 2903.912109
	Iteration 17Q: 3 clusters Score -760595.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -760594.500000 Penalty: 2903.912109
	Iteration 18Q: 3 clusters Score -760594.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -760596.375000 Penalty: 2903.912109
	Iteration 19Q: 3 clusters Score -760596.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -760597.125000 Penalty: 2903.912109
	Iteration 20F: 3 clusters Score -760597.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -760597.500000 Penalty: 2903.912109
	Iteration 21Q: 3 clusters Score -760597.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -760599.437500 Penalty: 2903.912109
	Iteration 22Q: 3 clusters Score -760599.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -760601.187500 Penalty: 2903.912109
	Iteration 23Q: 3 clusters Score -760601.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -760601.625000 Penalty: 2903.912109
	Iteration 24Q: 3 clusters Score -760601.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -760602.875000 Penalty: 2903.912109
	Iteration 25Q: 3 clusters Score -760602.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -760603.625000 Penalty: 2903.912109
	Iteration 26Q: 3 clusters Score -760603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -760605.187500 Penalty: 2903.912109
	Iteration 27Q: 3 clusters Score -760605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -760605.125000 Penalty: 2903.912109
	Iteration 28Q: 3 clusters Score -760605.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -760606.125000 Penalty: 2903.912109
	Iteration 29Q: 3 clusters Score -760606.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -760607.437500 Penalty: 2903.912109
	Iteration 30Q: 3 clusters Score -760607.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -760607.875000 Penalty: 2903.912109
	Iteration 31Q: 3 clusters Score -760607.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -760605.312500 Penalty: 2903.912109
	Iteration 32Q: 3 clusters Score -760605.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -760605.937500 Penalty: 2903.912109
	Iteration 33Q: 3 clusters Score -760605.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -760606.375000 Penalty: 2903.912109
	Iteration 34Q: 3 clusters Score -760606.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -760607.375000 Penalty: 2903.912109
	Iteration 35Q: 3 clusters Score -760607.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -760608.625000 Penalty: 2903.912109
	Iteration 36Q: 3 clusters Score -760608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -760607.437500 Penalty: 2903.912109
	Iteration 37Q: 3 clusters Score -760607.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -760609.000000 Penalty: 2903.912109
	Iteration 38Q: 3 clusters Score -760609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -760608.187500 Penalty: 2903.912109
	Iteration 39Q: 3 clusters Score -760608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -760609.437500 Penalty: 2903.912109
	Iteration 40F: 3 clusters Score -760609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -760610.062500 Penalty: 2903.912109
	Iteration 41Q: 3 clusters Score -760610.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -760609.812500 Penalty: 2903.912109
	Iteration 42Q: 3 clusters Score -760609.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -760612.062500 Penalty: 2903.912109
	Iteration 43Q: 3 clusters Score -760612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -760612.687500 Penalty: 2903.912109
	Iteration 44Q: 3 clusters Score -760612.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -760612.750000 Penalty: 2903.912109
	Iteration 45Q: 3 clusters Score -760612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -760612.250000 Penalty: 2903.912109
	Iteration 46Q: 3 clusters Score -760612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -760611.812500 Penalty: 2903.912109
	Iteration 47Q: 3 clusters Score -760611.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -760612.250000 Penalty: 2903.912109
	Iteration 48Q: 3 clusters Score -760612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -760612.312500 Penalty: 2903.912109
	Iteration 49Q: 3 clusters Score -760612.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -760613.687500 Penalty: 2903.912109
	Iteration 50Q: 3 clusters Score -760613.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -760614.125000 Penalty: 2903.912109
	Iteration 51Q: 3 clusters Score -760614.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -760612.625000 Penalty: 2903.912109
	Iteration 52Q: 3 clusters Score -760612.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -760613.437500 Penalty: 2903.912109
	Iteration 53Q: 3 clusters Score -760613.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -760614.875000 Penalty: 2903.912109
	Iteration 54Q: 3 clusters Score -760614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -760617.125000 Penalty: 2903.912109
	Iteration 55Q: 3 clusters Score -760617.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -760616.937500 Penalty: 2903.912109
	Iteration 56Q: 3 clusters Score -760616.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -760617.250000 Penalty: 2903.912109
	Iteration 57Q: 3 clusters Score -760617.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -760617.562500 Penalty: 2903.912109
	Iteration 58Q: 3 clusters Score -760617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -760615.625000 Penalty: 2903.912109
	Iteration 59Q: 3 clusters Score -760615.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -760616.562500 Penalty: 2903.912109
	Iteration 60F: 3 clusters Score -760616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1309 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Mstep: Class 30 contains 3870 members 
Entering Unmasked Estep 
Score: -40085140.000000 Penalty: 62392.250000
Splitting cluster 14 changes total score from -40063288.000000 to -40085140.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (4885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Entering Unmasked Estep 
Score: -554403.312500 Penalty: 1380.262695
	Iteration 0F: 2 clusters Score -554403.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -550467.312500 Penalty: 2760.525391
	Iteration 0F: 3 clusters Score -550467.3 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -551529.875000 Penalty: 2760.525391
	Iteration 1F: 3 clusters Score -551529.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -551699.375000 Penalty: 2760.525391
	Iteration 2F: 3 clusters Score -551699.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -551811.375000 Penalty: 2760.525391
	Iteration 3F: 3 clusters Score -551811.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -551886.875000 Penalty: 2760.525391
	Iteration 4Q: 3 clusters Score -551886.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -551954.125000 Penalty: 2760.525391
	Iteration 5Q: 3 clusters Score -551954.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -552020.000000 Penalty: 2760.525391
	Iteration 6Q: 3 clusters Score -552020 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -552076.500000 Penalty: 2760.525391
	Iteration 7Q: 3 clusters Score -552076.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -552131.937500 Penalty: 2760.525391
	Iteration 8Q: 3 clusters Score -552131.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -552184.187500 Penalty: 2760.525391
	Iteration 9Q: 3 clusters Score -552184.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -552235.625000 Penalty: 2760.525391
	Iteration 10Q: 3 clusters Score -552235.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -552289.812500 Penalty: 2760.525391
	Iteration 11Q: 3 clusters Score -552289.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -552352.062500 Penalty: 2760.525391
	Iteration 12Q: 3 clusters Score -552352.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -552432.000000 Penalty: 2760.525391
	Iteration 13Q: 3 clusters Score -552432 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -552510.000000 Penalty: 2760.525391
	Iteration 14Q: 3 clusters Score -552510 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -552587.625000 Penalty: 2760.525391
	Iteration 15Q: 3 clusters Score -552587.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -552680.062500 Penalty: 2760.525391
	Iteration 16Q: 3 clusters Score -552680.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -552775.375000 Penalty: 2760.525391
	Iteration 17Q: 3 clusters Score -552775.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -552854.062500 Penalty: 2760.525391
	Iteration 18Q: 3 clusters Score -552854.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -552927.812500 Penalty: 2760.525391
	Iteration 19Q: 3 clusters Score -552927.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -552980.437500 Penalty: 2760.525391
	Iteration 20F: 3 clusters Score -552980.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -553032.625000 Penalty: 2760.525391
	Iteration 21Q: 3 clusters Score -553032.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -553069.312500 Penalty: 2760.525391
	Iteration 22Q: 3 clusters Score -553069.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -553109.937500 Penalty: 2760.525391
	Iteration 23Q: 3 clusters Score -553109.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -553134.437500 Penalty: 2760.525391
	Iteration 24Q: 3 clusters Score -553134.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -553149.687500 Penalty: 2760.525391
	Iteration 25Q: 3 clusters Score -553149.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -553165.875000 Penalty: 2760.525391
	Iteration 26Q: 3 clusters Score -553165.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -553186.500000 Penalty: 2760.525391
	Iteration 27Q: 3 clusters Score -553186.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -553201.187500 Penalty: 2760.525391
	Iteration 28Q: 3 clusters Score -553201.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -553213.375000 Penalty: 2760.525391
	Iteration 29Q: 3 clusters Score -553213.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -553225.937500 Penalty: 2760.525391
	Iteration 30Q: 3 clusters Score -553225.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -553236.625000 Penalty: 2760.525391
	Iteration 31Q: 3 clusters Score -553236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -553240.562500 Penalty: 2760.525391
	Iteration 32Q: 3 clusters Score -553240.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -553251.312500 Penalty: 2760.525391
	Iteration 33Q: 3 clusters Score -553251.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -553261.812500 Penalty: 2760.525391
	Iteration 34Q: 3 clusters Score -553261.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -553268.375000 Penalty: 2760.525391
	Iteration 35Q: 3 clusters Score -553268.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -553274.062500 Penalty: 2760.525391
	Iteration 36Q: 3 clusters Score -553274.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -553283.812500 Penalty: 2760.525391
	Iteration 37Q: 3 clusters Score -553283.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -553296.125000 Penalty: 2760.525391
	Iteration 38Q: 3 clusters Score -553296.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -553304.000000 Penalty: 2760.525391
	Iteration 39Q: 3 clusters Score -553304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -553311.000000 Penalty: 2760.525391
	Iteration 40F: 3 clusters Score -553311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -553313.375000 Penalty: 2760.525391
	Iteration 41Q: 3 clusters Score -553313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -553317.625000 Penalty: 2760.525391
	Iteration 42Q: 3 clusters Score -553317.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -553322.250000 Penalty: 2760.525391
	Iteration 43Q: 3 clusters Score -553322.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -553324.500000 Penalty: 2760.525391
	Iteration 44Q: 3 clusters Score -553324.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -553324.875000 Penalty: 2760.525391
	Iteration 45Q: 3 clusters Score -553324.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -553327.312500 Penalty: 2760.525391
	Iteration 46Q: 3 clusters Score -553327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -553328.375000 Penalty: 2760.525391
	Iteration 47Q: 3 clusters Score -553328.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -553329.187500 Penalty: 2760.525391
	Iteration 48Q: 3 clusters Score -553329.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -553329.250000 Penalty: 2760.525391
	Iteration 49Q: 3 clusters Score -553329.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -553329.250000 Penalty: 2760.525391
	Iteration 50F: 3 clusters Score -553329.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Entering Unmasked Estep 
Score: -298405.281250 Penalty: 1284.813843
	Iteration 0F: 2 clusters Score -298405.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -295865.062500 Penalty: 2569.627686
	Iteration 0F: 3 clusters Score -295865.1 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -296443.843750 Penalty: 2569.627686
	Iteration 1F: 3 clusters Score -296443.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -296582.187500 Penalty: 2569.627686
	Iteration 2F: 3 clusters Score -296582.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -296673.937500 Penalty: 2569.627686
	Iteration 3F: 3 clusters Score -296673.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -296739.812500 Penalty: 2569.627686
	Iteration 4Q: 3 clusters Score -296739.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -296798.156250 Penalty: 2569.627686
	Iteration 5Q: 3 clusters Score -296798.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -296830.187500 Penalty: 2569.627686
	Iteration 6Q: 3 clusters Score -296830.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -296865.218750 Penalty: 2569.627686
	Iteration 7Q: 3 clusters Score -296865.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -296902.875000 Penalty: 2569.627686
	Iteration 8Q: 3 clusters Score -296902.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -296948.437500 Penalty: 2569.627686
	Iteration 9Q: 3 clusters Score -296948.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -296986.625000 Penalty: 2569.627686
	Iteration 10Q: 3 clusters Score -296986.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -297021.281250 Penalty: 2569.627686
	Iteration 11Q: 3 clusters Score -297021.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -297061.156250 Penalty: 2569.627686
	Iteration 12Q: 3 clusters Score -297061.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -297116.687500 Penalty: 2569.627686
	Iteration 13Q: 3 clusters Score -297116.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -297168.093750 Penalty: 2569.627686
	Iteration 14Q: 3 clusters Score -297168.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -297221.531250 Penalty: 2569.627686
	Iteration 15Q: 3 clusters Score -297221.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -297276.343750 Penalty: 2569.627686
	Iteration 16Q: 3 clusters Score -297276.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -297326.437500 Penalty: 2569.627686
	Iteration 17Q: 3 clusters Score -297326.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -297374.718750 Penalty: 2569.627686
	Iteration 18Q: 3 clusters Score -297374.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -297424.031250 Penalty: 2569.627686
	Iteration 19Q: 3 clusters Score -297424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -297473.312500 Penalty: 2569.627686
	Iteration 20F: 3 clusters Score -297473.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -297526.687500 Penalty: 2569.627686
	Iteration 21Q: 3 clusters Score -297526.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -297597.781250 Penalty: 2569.627686
	Iteration 22Q: 3 clusters Score -297597.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -297673.031250 Penalty: 2569.627686
	Iteration 23Q: 3 clusters Score -297673 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -297759.312500 Penalty: 2569.627686
	Iteration 24Q: 3 clusters Score -297759.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -297827.125000 Penalty: 2569.627686
	Iteration 25Q: 3 clusters Score -297827.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -297895.781250 Penalty: 2569.627686
	Iteration 26Q: 3 clusters Score -297895.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -297928.093750 Penalty: 2569.627686
	Iteration 27Q: 3 clusters Score -297928.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -297940.937500 Penalty: 2569.627686
	Iteration 28Q: 3 clusters Score -297940.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -297946.593750 Penalty: 2569.627686
	Iteration 29Q: 3 clusters Score -297946.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -297949.468750 Penalty: 2569.627686
	Iteration 30Q: 3 clusters Score -297949.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -297951.281250 Penalty: 2569.627686
	Iteration 31Q: 3 clusters Score -297951.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -297951.906250 Penalty: 2569.627686
	Iteration 32Q: 3 clusters Score -297951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -297952.406250 Penalty: 2569.627686
	Iteration 33Q: 3 clusters Score -297952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -297952.906250 Penalty: 2569.627686
	Iteration 34Q: 3 clusters Score -297952.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -297952.906250 Penalty: 2569.627686
	Iteration 35F: 3 clusters Score -297952.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Entering Unmasked Estep 
Score: -97059.750000 Penalty: 1166.265503
	Iteration 0F: 2 clusters Score -97059.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -95662.148438 Penalty: 2332.531006
	Iteration 0F: 3 clusters Score -95662.15 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -97483.234375 Penalty: 2332.531006
	Iteration 1F: 3 clusters Score -97483.23 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -98857.093750 Penalty: 2332.531006
	Iteration 2F: 3 clusters Score -98857.09 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -99287.859375 Penalty: 2332.531006
	Iteration 3F: 3 clusters Score -99287.86 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99443.484375 Penalty: 2332.531006
	Iteration 4Q: 3 clusters Score -99443.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -99505.156250 Penalty: 2332.531006
	Iteration 5Q: 3 clusters Score -99505.16 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -99543.882812 Penalty: 2332.531006
	Iteration 6Q: 3 clusters Score -99543.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -99564.492188 Penalty: 2332.531006
	Iteration 7Q: 3 clusters Score -99564.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -99589.421875 Penalty: 2332.531006
	Iteration 8Q: 3 clusters Score -99589.42 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -99619.703125 Penalty: 2332.531006
	Iteration 9Q: 3 clusters Score -99619.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -99639.351562 Penalty: 2332.531006
	Iteration 10Q: 3 clusters Score -99639.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -99658.664062 Penalty: 2332.531006
	Iteration 11Q: 3 clusters Score -99658.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -99674.359375 Penalty: 2332.531006
	Iteration 12Q: 3 clusters Score -99674.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -99691.937500 Penalty: 2332.531006
	Iteration 13Q: 3 clusters Score -99691.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -99700.992188 Penalty: 2332.531006
	Iteration 14Q: 3 clusters Score -99700.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -99705.593750 Penalty: 2332.531006
	Iteration 15Q: 3 clusters Score -99705.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99706.726562 Penalty: 2332.531006
	Iteration 16Q: 3 clusters Score -99706.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -99706.726562 Penalty: 2332.531006
	Iteration 17F: 3 clusters Score -99706.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 6708 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 671 members 
Entering Unmasked Estep 
Score: -40086852.000000 Penalty: 64471.992188
Splitting cluster 17 changes total score from -40063288.000000 to -40086852.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 19 (6708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Entering Unmasked Estep 
Score: -752725.937500 Penalty: 1431.796631
	Iteration 0F: 2 clusters Score -752725.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -747673.500000 Penalty: 2863.593262
	Iteration 0F: 3 clusters Score -747673.5 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -749444.500000 Penalty: 2863.593262
	Iteration 1F: 3 clusters Score -749444.5 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -750161.812500 Penalty: 2863.593262
	Iteration 2F: 3 clusters Score -750161.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -751068.625000 Penalty: 2863.593262
	Iteration 3F: 3 clusters Score -751068.6 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -751923.187500 Penalty: 2863.593262
	Iteration 4F: 3 clusters Score -751923.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -752455.937500 Penalty: 2863.593262
	Iteration 5F: 3 clusters Score -752455.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -752824.437500 Penalty: 2863.593262
	Iteration 6F: 3 clusters Score -752824.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -753083.812500 Penalty: 2863.593262
	Iteration 7Q: 3 clusters Score -753083.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -753293.437500 Penalty: 2863.593262
	Iteration 8Q: 3 clusters Score -753293.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -753437.937500 Penalty: 2863.593262
	Iteration 9Q: 3 clusters Score -753437.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -753502.812500 Penalty: 2863.593262
	Iteration 10Q: 3 clusters Score -753502.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -753552.625000 Penalty: 2863.593262
	Iteration 11Q: 3 clusters Score -753552.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -753591.437500 Penalty: 2863.593262
	Iteration 12Q: 3 clusters Score -753591.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -753612.437500 Penalty: 2863.593262
	Iteration 13Q: 3 clusters Score -753612.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -753623.437500 Penalty: 2863.593262
	Iteration 14Q: 3 clusters Score -753623.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -753635.937500 Penalty: 2863.593262
	Iteration 15Q: 3 clusters Score -753635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -753641.437500 Penalty: 2863.593262
	Iteration 16Q: 3 clusters Score -753641.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -753646.250000 Penalty: 2863.593262
	Iteration 17Q: 3 clusters Score -753646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -753648.875000 Penalty: 2863.593262
	Iteration 18Q: 3 clusters Score -753648.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -753651.937500 Penalty: 2863.593262
	Iteration 19Q: 3 clusters Score -753651.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -753656.625000 Penalty: 2863.593262
	Iteration 20F: 3 clusters Score -753656.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -753657.312500 Penalty: 2863.593262
	Iteration 21Q: 3 clusters Score -753657.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -753660.250000 Penalty: 2863.593262
	Iteration 22Q: 3 clusters Score -753660.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -753662.000000 Penalty: 2863.593262
	Iteration 23Q: 3 clusters Score -753662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -753661.937500 Penalty: 2863.593262
	Iteration 24Q: 3 clusters Score -753661.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -753661.375000 Penalty: 2863.593262
	Iteration 25Q: 3 clusters Score -753661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -753661.375000 Penalty: 2863.593262
	Iteration 26F: 3 clusters Score -753661.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 11863 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 4863 members 
Entering Unmasked Estep 
Score: -40087056.000000 Penalty: 66551.734375
Splitting cluster 19 changes total score from -40063288.000000 to -40087056.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 20 (11863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Entering Unmasked Estep 
Score: -1316028.500000 Penalty: 1524.441772
	Iteration 0F: 2 clusters Score -1316028 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 5904 members 
Entering Unmasked Estep 
Score: -1307696.750000 Penalty: 3048.883545
	Iteration 0F: 3 clusters Score -1307697 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1310698.000000 Penalty: 3048.883545
	Iteration 1F: 3 clusters Score -1310698 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1311120.875000 Penalty: 3048.883545
	Iteration 2F: 3 clusters Score -1311121 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1311517.375000 Penalty: 3048.883545
	Iteration 3F: 3 clusters Score -1311517 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1311917.625000 Penalty: 3048.883545
	Iteration 4F: 3 clusters Score -1311918 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1312354.250000 Penalty: 3048.883545
	Iteration 5F: 3 clusters Score -1312354 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1312792.000000 Penalty: 3048.883545
	Iteration 6F: 3 clusters Score -1312792 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1313282.500000 Penalty: 3048.883545
	Iteration 7F: 3 clusters Score -1313282 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1313871.500000 Penalty: 3048.883545
	Iteration 8F: 3 clusters Score -1313872 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1314572.375000 Penalty: 3048.883545
	Iteration 9F: 3 clusters Score -1314572 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1315236.875000 Penalty: 3048.883545
	Iteration 10F: 3 clusters Score -1315237 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1315710.625000 Penalty: 3048.883545
	Iteration 11Q: 3 clusters Score -1315711 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1315988.875000 Penalty: 3048.883545
	Iteration 12Q: 3 clusters Score -1315989 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1316123.375000 Penalty: 3048.883545
	Iteration 13Q: 3 clusters Score -1316123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1316200.375000 Penalty: 3048.883545
	Iteration 14Q: 3 clusters Score -1316200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1316248.125000 Penalty: 3048.883545
	Iteration 15Q: 3 clusters Score -1316248 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1316275.000000 Penalty: 3048.883545
	Iteration 16Q: 3 clusters Score -1316275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1316302.000000 Penalty: 3048.883545
	Iteration 17Q: 3 clusters Score -1316302 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1316321.625000 Penalty: 3048.883545
	Iteration 18Q: 3 clusters Score -1316322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1316332.875000 Penalty: 3048.883545
	Iteration 19Q: 3 clusters Score -1316333 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1316345.500000 Penalty: 3048.883545
	Iteration 20F: 3 clusters Score -1316346 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1316358.500000 Penalty: 3048.883545
	Iteration 21Q: 3 clusters Score -1316358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1316370.750000 Penalty: 3048.883545
	Iteration 22Q: 3 clusters Score -1316371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1316381.375000 Penalty: 3048.883545
	Iteration 23Q: 3 clusters Score -1316381 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1316388.625000 Penalty: 3048.883545
	Iteration 24Q: 3 clusters Score -1316389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1316400.250000 Penalty: 3048.883545
	Iteration 25Q: 3 clusters Score -1316400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1316412.500000 Penalty: 3048.883545
	Iteration 26Q: 3 clusters Score -1316412 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1316429.000000 Penalty: 3048.883545
	Iteration 27Q: 3 clusters Score -1316429 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1316447.625000 Penalty: 3048.883545
	Iteration 28Q: 3 clusters Score -1316448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1316463.750000 Penalty: 3048.883545
	Iteration 29Q: 3 clusters Score -1316464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1316484.750000 Penalty: 3048.883545
	Iteration 30Q: 3 clusters Score -1316485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1316511.125000 Penalty: 3048.883545
	Iteration 31Q: 3 clusters Score -1316511 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1316534.250000 Penalty: 3048.883545
	Iteration 32Q: 3 clusters Score -1316534 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1316556.375000 Penalty: 3048.883545
	Iteration 33Q: 3 clusters Score -1316556 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1316583.000000 Penalty: 3048.883545
	Iteration 34Q: 3 clusters Score -1316583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1316597.750000 Penalty: 3048.883545
	Iteration 35Q: 3 clusters Score -1316598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1316608.875000 Penalty: 3048.883545
	Iteration 36Q: 3 clusters Score -1316609 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1316611.625000 Penalty: 3048.883545
	Iteration 37Q: 3 clusters Score -1316612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1316611.125000 Penalty: 3048.883545
	Iteration 38Q: 3 clusters Score -1316611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1316619.375000 Penalty: 3048.883545
	Iteration 39Q: 3 clusters Score -1316619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1316623.500000 Penalty: 3048.883545
	Iteration 40F: 3 clusters Score -1316624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1316629.625000 Penalty: 3048.883545
	Iteration 41Q: 3 clusters Score -1316630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1316631.375000 Penalty: 3048.883545
	Iteration 42Q: 3 clusters Score -1316631 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1316632.250000 Penalty: 3048.883545
	Iteration 43Q: 3 clusters Score -1316632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1316633.125000 Penalty: 3048.883545
	Iteration 44Q: 3 clusters Score -1316633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1316638.000000 Penalty: 3048.883545
	Iteration 45Q: 3 clusters Score -1316638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1316643.250000 Penalty: 3048.883545
	Iteration 46Q: 3 clusters Score -1316643 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1316644.500000 Penalty: 3048.883545
	Iteration 47Q: 3 clusters Score -1316644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1316647.875000 Penalty: 3048.883545
	Iteration 48Q: 3 clusters Score -1316648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1316648.625000 Penalty: 3048.883545
	Iteration 49Q: 3 clusters Score -1316649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1316649.375000 Penalty: 3048.883545
	Iteration 50Q: 3 clusters Score -1316649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1316651.625000 Penalty: 3048.883545
	Iteration 51Q: 3 clusters Score -1316652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1316653.250000 Penalty: 3048.883545
	Iteration 52Q: 3 clusters Score -1316653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1316653.125000 Penalty: 3048.883545
	Iteration 53Q: 3 clusters Score -1316653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -1316657.125000 Penalty: 3048.883545
	Iteration 54Q: 3 clusters Score -1316657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1316663.250000 Penalty: 3048.883545
	Iteration 55Q: 3 clusters Score -1316663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1316673.625000 Penalty: 3048.883545
	Iteration 56Q: 3 clusters Score -1316674 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1316719.750000 Penalty: 3048.883545
	Iteration 57Q: 3 clusters Score -1316720 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1316840.000000 Penalty: 3048.883545
	Iteration 58Q: 3 clusters Score -1316840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1317050.375000 Penalty: 3048.883545
	Iteration 59Q: 3 clusters Score -1317050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1317130.125000 Penalty: 3048.883545
	Iteration 60F: 3 clusters Score -1317130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1317141.125000 Penalty: 3048.883545
	Iteration 61Q: 3 clusters Score -1317141 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1317147.000000 Penalty: 3048.883545
	Iteration 62Q: 3 clusters Score -1317147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1317152.000000 Penalty: 3048.883545
	Iteration 63Q: 3 clusters Score -1317152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1317155.000000 Penalty: 3048.883545
	Iteration 64Q: 3 clusters Score -1317155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1317156.250000 Penalty: 3048.883545
	Iteration 65Q: 3 clusters Score -1317156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1317153.250000 Penalty: 3048.883545
	Iteration 66Q: 3 clusters Score -1317153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1317157.625000 Penalty: 3048.883545
	Iteration 67Q: 3 clusters Score -1317158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1317159.000000 Penalty: 3048.883545
	Iteration 68Q: 3 clusters Score -1317159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1317160.375000 Penalty: 3048.883545
	Iteration 69Q: 3 clusters Score -1317160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1317162.375000 Penalty: 3048.883545
	Iteration 70Q: 3 clusters Score -1317162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1317161.000000 Penalty: 3048.883545
	Iteration 71Q: 3 clusters Score -1317161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1317159.375000 Penalty: 3048.883545
	Iteration 72Q: 3 clusters Score -1317159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1317159.875000 Penalty: 3048.883545
	Iteration 73Q: 3 clusters Score -1317160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1317164.000000 Penalty: 3048.883545
	Iteration 74Q: 3 clusters Score -1317164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1317166.000000 Penalty: 3048.883545
	Iteration 75Q: 3 clusters Score -1317166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1317164.250000 Penalty: 3048.883545
	Iteration 76Q: 3 clusters Score -1317164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1317166.250000 Penalty: 3048.883545
	Iteration 77Q: 3 clusters Score -1317166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1317168.000000 Penalty: 3048.883545
	Iteration 78Q: 3 clusters Score -1317168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1317168.375000 Penalty: 3048.883545
	Iteration 79Q: 3 clusters Score -1317168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1317167.500000 Penalty: 3048.883545
	Iteration 80F: 3 clusters Score -1317168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1317168.000000 Penalty: 3048.883545
	Iteration 81Q: 3 clusters Score -1317168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1317168.000000 Penalty: 3048.883545
	Iteration 82F: 3 clusters Score -1317168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 5880 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 4863 members 
Mstep: Class 33 contains 4728 members 
Entering Unmasked Estep 
Score: -40087636.000000 Penalty: 68631.476562
Splitting cluster 20 changes total score from -40063288.000000 to -40087636.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 21 (5880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Entering Unmasked Estep 
Score: -644501.375000 Penalty: 1410.388184
	Iteration 0F: 2 clusters Score -644501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -640028.687500 Penalty: 2820.776367
	Iteration 0F: 3 clusters Score -640028.7 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -641471.250000 Penalty: 2820.776367
	Iteration 1F: 3 clusters Score -641471.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -641979.125000 Penalty: 2820.776367
	Iteration 2F: 3 clusters Score -641979.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -642834.937500 Penalty: 2820.776367
	Iteration 3F: 3 clusters Score -642834.9 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -643853.812500 Penalty: 2820.776367
	Iteration 4F: 3 clusters Score -643853.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -644515.562500 Penalty: 2820.776367
	Iteration 5F: 3 clusters Score -644515.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -644856.812500 Penalty: 2820.776367
	Iteration 6F: 3 clusters Score -644856.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -645046.687500 Penalty: 2820.776367
	Iteration 7Q: 3 clusters Score -645046.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -645174.625000 Penalty: 2820.776367
	Iteration 8Q: 3 clusters Score -645174.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -645231.562500 Penalty: 2820.776367
	Iteration 9Q: 3 clusters Score -645231.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -645281.812500 Penalty: 2820.776367
	Iteration 10Q: 3 clusters Score -645281.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -645319.625000 Penalty: 2820.776367
	Iteration 11Q: 3 clusters Score -645319.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -645350.125000 Penalty: 2820.776367
	Iteration 12Q: 3 clusters Score -645350.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -645379.500000 Penalty: 2820.776367
	Iteration 13Q: 3 clusters Score -645379.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -645412.625000 Penalty: 2820.776367
	Iteration 14Q: 3 clusters Score -645412.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -645453.750000 Penalty: 2820.776367
	Iteration 15Q: 3 clusters Score -645453.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -645504.937500 Penalty: 2820.776367
	Iteration 16Q: 3 clusters Score -645504.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -645541.000000 Penalty: 2820.776367
	Iteration 17Q: 3 clusters Score -645541 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -645557.125000 Penalty: 2820.776367
	Iteration 18Q: 3 clusters Score -645557.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -645564.500000 Penalty: 2820.776367
	Iteration 19Q: 3 clusters Score -645564.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -645575.250000 Penalty: 2820.776367
	Iteration 20F: 3 clusters Score -645575.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -645584.812500 Penalty: 2820.776367
	Iteration 21Q: 3 clusters Score -645584.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -645593.062500 Penalty: 2820.776367
	Iteration 22Q: 3 clusters Score -645593.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -645596.437500 Penalty: 2820.776367
	Iteration 23Q: 3 clusters Score -645596.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -645599.437500 Penalty: 2820.776367
	Iteration 24Q: 3 clusters Score -645599.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -645602.562500 Penalty: 2820.776367
	Iteration 25Q: 3 clusters Score -645602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -645602.812500 Penalty: 2820.776367
	Iteration 26Q: 3 clusters Score -645602.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -645606.500000 Penalty: 2820.776367
	Iteration 27Q: 3 clusters Score -645606.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -645611.062500 Penalty: 2820.776367
	Iteration 28Q: 3 clusters Score -645611.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -645615.625000 Penalty: 2820.776367
	Iteration 29Q: 3 clusters Score -645615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -645620.937500 Penalty: 2820.776367
	Iteration 30Q: 3 clusters Score -645620.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -645624.875000 Penalty: 2820.776367
	Iteration 31Q: 3 clusters Score -645624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -645629.125000 Penalty: 2820.776367
	Iteration 32Q: 3 clusters Score -645629.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -645631.250000 Penalty: 2820.776367
	Iteration 33Q: 3 clusters Score -645631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -645630.312500 Penalty: 2820.776367
	Iteration 34Q: 3 clusters Score -645630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -645634.000000 Penalty: 2820.776367
	Iteration 35Q: 3 clusters Score -645634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -645634.625000 Penalty: 2820.776367
	Iteration 36Q: 3 clusters Score -645634.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -645635.437500 Penalty: 2820.776367
	Iteration 37Q: 3 clusters Score -645635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -645635.437500 Penalty: 2820.776367
	Iteration 38F: 3 clusters Score -645635.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 3858 members 
Mstep: Class 22 contains 32670 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 4863 members 
Mstep: Class 33 contains 4728 members 
Mstep: Class 34 contains 2022 members 
Entering Unmasked Estep 
Score: -40088012.000000 Penalty: 70711.218750
Splitting cluster 21 changes total score from -40063288.000000 to -40088012.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (32670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Entering Unmasked Estep 
Score: -3732948.250000 Penalty: 1689.059570
	Iteration 0F: 2 clusters Score -3732948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3711194.250000 Penalty: 3378.119141
	Iteration 0F: 3 clusters Score -3711194 nChanged 14955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3720629.000000 Penalty: 3378.119141
	Iteration 1F: 3 clusters Score -3720629 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -3722198.500000 Penalty: 3378.119141
	Iteration 2F: 3 clusters Score -3722198 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -3724173.500000 Penalty: 3378.119141
	Iteration 3F: 3 clusters Score -3724174 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -3726203.750000 Penalty: 3378.119141
	Iteration 4F: 3 clusters Score -3726204 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -3727851.250000 Penalty: 3378.119141
	Iteration 5F: 3 clusters Score -3727851 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -3728922.500000 Penalty: 3378.119141
	Iteration 6F: 3 clusters Score -3728922 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3729697.750000 Penalty: 3378.119141
	Iteration 7Q: 3 clusters Score -3729698 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -3730320.500000 Penalty: 3378.119141
	Iteration 8Q: 3 clusters Score -3730320 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -3730942.250000 Penalty: 3378.119141
	Iteration 9Q: 3 clusters Score -3730942 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -3731632.000000 Penalty: 3378.119141
	Iteration 10Q: 3 clusters Score -3731632 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -3732488.250000 Penalty: 3378.119141
	Iteration 11Q: 3 clusters Score -3732488 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3733473.000000 Penalty: 3378.119141
	Iteration 12Q: 3 clusters Score -3733473 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3734501.500000 Penalty: 3378.119141
	Iteration 13Q: 3 clusters Score -3734502 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -3735596.250000 Penalty: 3378.119141
	Iteration 14Q: 3 clusters Score -3735596 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -3736859.500000 Penalty: 3378.119141
	Iteration 15Q: 3 clusters Score -3736860 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3738132.500000 Penalty: 3378.119141
	Iteration 16Q: 3 clusters Score -3738132 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -3738900.000000 Penalty: 3378.119141
	Iteration 17Q: 3 clusters Score -3738900 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -3739181.750000 Penalty: 3378.119141
	Iteration 18Q: 3 clusters Score -3739182 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -3739282.750000 Penalty: 3378.119141
	Iteration 19Q: 3 clusters Score -3739283 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -3739361.000000 Penalty: 3378.119141
	Iteration 20F: 3 clusters Score -3739361 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -3739431.250000 Penalty: 3378.119141
	Iteration 21Q: 3 clusters Score -3739431 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -3739476.250000 Penalty: 3378.119141
	Iteration 22Q: 3 clusters Score -3739476 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -3739517.000000 Penalty: 3378.119141
	Iteration 23Q: 3 clusters Score -3739517 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -3739565.000000 Penalty: 3378.119141
	Iteration 24Q: 3 clusters Score -3739565 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 20288 members 
Entering Unmasked Estep 
Score: -3739599.000000 Penalty: 3378.119141
	Iteration 25Q: 3 clusters Score -3739599 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -3739637.750000 Penalty: 3378.119141
	Iteration 26Q: 3 clusters Score -3739638 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3739672.000000 Penalty: 3378.119141
	Iteration 27Q: 3 clusters Score -3739672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -3739702.000000 Penalty: 3378.119141
	Iteration 28Q: 3 clusters Score -3739702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3739713.250000 Penalty: 3378.119141
	Iteration 29Q: 3 clusters Score -3739713 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -3739730.500000 Penalty: 3378.119141
	Iteration 30Q: 3 clusters Score -3739730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -3739734.500000 Penalty: 3378.119141
	Iteration 31Q: 3 clusters Score -3739734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -3739736.250000 Penalty: 3378.119141
	Iteration 32Q: 3 clusters Score -3739736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3739748.250000 Penalty: 3378.119141
	Iteration 33Q: 3 clusters Score -3739748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -3739759.250000 Penalty: 3378.119141
	Iteration 34Q: 3 clusters Score -3739759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -3739747.250000 Penalty: 3378.119141
	Iteration 35Q: 3 clusters Score -3739747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -3739758.250000 Penalty: 3378.119141
	Iteration 36Q: 3 clusters Score -3739758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -3739753.500000 Penalty: 3378.119141
	Iteration 37Q: 3 clusters Score -3739754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -3739749.250000 Penalty: 3378.119141
	Iteration 38Q: 3 clusters Score -3739749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -3739748.750000 Penalty: 3378.119141
	Iteration 39Q: 3 clusters Score -3739749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -3739751.250000 Penalty: 3378.119141
	Iteration 40F: 3 clusters Score -3739751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3739751.500000 Penalty: 3378.119141
	Iteration 41Q: 3 clusters Score -3739752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -3739751.500000 Penalty: 3378.119141
	Iteration 42F: 3 clusters Score -3739752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 18 contains 2336 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 3858 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 94585 members 
Mstep: Class 24 contains 10476 members 
Mstep: Class 25 contains 46082 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2832 members 
Mstep: Class 28 contains 3661 members 
Mstep: Class 29 contains 20841 members 
Mstep: Class 30 contains 3870 members 
Mstep: Class 31 contains 671 members 
Mstep: Class 32 contains 4863 members 
Mstep: Class 33 contains 4728 members 
Mstep: Class 34 contains 2022 members 
Mstep: Class 35 contains 20953 members 
Entering Unmasked Estep 
Score: -40094444.000000 Penalty: 72790.960938
Splitting cluster 22 changes total score from -40063288.000000 to -40094444.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (94585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94585 members 
Entering Unmasked Estep 
Score: -10839074.000000 Penalty: 1861.803833
	Iteration 0F: 2 clusters Score -1.083907e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -10775754.000000 Penalty: 3723.607666
	Iteration 0F: 3 clusters Score -1.077575e+07 nChanged 45323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -10801982.000000 Penalty: 3723.607666
	Iteration 1F: 3 clusters Score -1.080198e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -10802781.000000 Penalty: 3723.607666
	Iteration 2Q: 3 clusters Score -1.080278e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52029 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -10803679.000000 Penalty: 3723.607666
	Iteration 3Q: 3 clusters Score -1.080368e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -10804756.000000 Penalty: 3723.607666
	Iteration 4Q: 3 clusters Score -1.080476e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -10806481.000000 Penalty: 3723.607666
	Iteration 5Q: 3 clusters Score -1.080648e+07 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62483 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -10809223.000000 Penalty: 3723.607666
	Iteration 6F: 3 clusters Score -1.080922e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68561 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -10813477.000000 Penalty: 3723.607666
	Iteration 7F: 3 clusters Score -1.081348e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -10819970.000000 Penalty: 3723.607666
	Iteration 8F: 3 clusters Score -1.081997e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -10827257.000000 Penalty: 3723.607666
	Iteration 9F: 3 clusters Score -1.082726e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89137 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -10832915.000000 Penalty: 3723.607666
	Iteration 10F: 3 clusters Score -1.083292e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92080 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -10835805.000000 Penalty: 3723.607666
	Iteration 11Q: 3 clusters Score -1.08358e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93233 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10836912.000000 Penalty: 3723.607666
	Iteration 12Q: 3 clusters Score -1.083691e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93629 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -10837328.000000 Penalty: 3723.607666
	Iteration 13Q: 3 clusters Score -1.083733e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93759 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -10837506.000000 Penalty: 3723.607666
	Iteration 14Q: 3 clusters Score -1.083751e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93837 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10837603.000000 Penalty: 3723.607666
	Iteration 15Q: 3 clusters Score -1.08376e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10837622.000000 Penalty: 3723.607666
	Iteration 16Q: 3 clusters Score -1.083762e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -10837658.000000 Penalty: 3723.607666
	Iteration 17Q: 3 clusters Score -1.083766e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -10837675.000000 Penalty: 3723.607666
	Iteration 18Q: 3 clusters Score -1.083768e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93913 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -10837687.000000 Penalty: 3723.607666
	Iteration 19Q: 3 clusters Score -1.083769e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93924 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10837702.000000 Penalty: 3723.607666
	Iteration 20F: 3 clusters Score -1.08377e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93926 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -10837720.000000 Penalty: 3723.607666
	Iteration 21Q: 3 clusters Score -1.083772e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93929 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -10837730.000000 Penalty: 3723.607666
	Iteration 22Q: 3 clusters Score -1.083773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10837745.000000 Penalty: 3723.607666
	Iteration 23Q: 3 clusters Score -1.083774e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93935 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10837757.000000 Penalty: 3723.607666
	Iteration 24Q: 3 clusters Score -1.083776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93937 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10837754.000000 Penalty: 3723.607666
	Iteration 25Q: 3 clusters Score -1.083775e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93938 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10837761.000000 Penalty: 3723.607666
	Iteration 26Q: 3 clusters Score -1.083776e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93936 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -10837752.000000 Penalty: 3723.607666
	Iteration 27Q: 3 clusters Score -1.083775e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -10837761.000000 Penalty: 3723.607666
	Iteration 28Q: 3 clusters Score -1.083776e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93932 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10837753.000000 Penalty: 3723.607666
	Iteration 29Q: 3 clusters Score -1.083775e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10837752.000000 Penalty: 3723.607666
	Iteration 30Q: 3 clusters Score -1.083775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93931 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -10837752.000000 Penalty: 3723.607666
	Iteration 31F: 3 clusters Score -1.083775e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 907 members 
Mstep: Class 4 contains 7258 members 
Mstep: Class 5 contains 5000 members 
Mstep: Class 6 contains 10808 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 2783 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 7754 members 
Mstep: Class 11 contains 24458 members 
Mstep: Class 12 contains 12739 members 
Mstep: Class 13 contains 7147 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 4885 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 638 members 
Mstep: Class 19 contains 1845 members 
Mstep: Class 20 contains 7135 members 
Mstep: Class 21 contains 3858 members 
Mstep: Class 22 contains 11717 members 
Mstep: Class 23 contains 94585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40102692.000000 Penalty: 72790.960938
Iteration 39Q: 36 clusters Score -4.010269e+07 nChanged 8269
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1735 members 
Mstep: Class 3 contains 906 members 
Mstep: Class 4 contains 7290 members 
Mstep: Class 5 contains 5352 members 
Mstep: Class 6 contains 10757 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 19014 members 
Mstep: Class 10 contains 7930 members 
Mstep: Class 11 contains 24364 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 13 contains 7349 members 
Mstep: Class 14 contains 4182 members 
Mstep: Class 15 contains 4928 members 
Mstep: Class 16 contains 2806 members 
Mstep: Class 17 contains 721 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 7100 members 
Mstep: Class 21 contains 3877 members 
Mstep: Class 22 contains 12444 members 
Mstep: Class 23 contains 94651 members 
Mstep: Class 24 contains 9855 members 
Mstep: Class 25 contains 45059 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 20511 members 
Mstep: Class 30 contains 3601 members 
Mstep: Class 31 contains 644 members 
Mstep: Class 32 contains 4710 members 
Mstep: Class 33 contains 4500 members 
Mstep: Class 34 contains 2003 members 
Mstep: Class 35 contains 20777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40109236.000000 Penalty: 72790.960938
Iteration 40F: 36 clusters Score -4.010924e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 7142 members 
Mstep: Class 5 contains 5500 members 
Mstep: Class 6 contains 10718 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 18802 members 
Mstep: Class 10 contains 7644 members 
Mstep: Class 11 contains 23912 members 
Mstep: Class 12 contains 12868 members 
Mstep: Class 13 contains 7427 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 4879 members 
Mstep: Class 16 contains 2721 members 
Mstep: Class 17 contains 735 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 1942 members 
Mstep: Class 20 contains 7087 members 
Mstep: Class 21 contains 3846 members 
Mstep: Class 22 contains 12808 members 
Mstep: Class 23 contains 93515 members 
Mstep: Class 24 contains 9651 members 
Mstep: Class 25 contains 44748 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2786 members 
Mstep: Class 28 contains 3686 members 
Mstep: Class 29 contains 21899 members 
Mstep: Class 30 contains 3779 members 
Mstep: Class 31 contains 631 members 
Mstep: Class 32 contains 4738 members 
Mstep: Class 33 contains 4835 members 
Mstep: Class 34 contains 2007 members 
Mstep: Class 35 contains 20746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111828.000000 Penalty: 72790.960938
Iteration 41Q: 36 clusters Score -4.011183e+07 nChanged 4155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1680 members 
Mstep: Class 3 contains 902 members 
Mstep: Class 4 contains 7065 members 
Mstep: Class 5 contains 5647 members 
Mstep: Class 6 contains 10652 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 18608 members 
Mstep: Class 10 contains 7425 members 
Mstep: Class 11 contains 23610 members 
Mstep: Class 12 contains 13012 members 
Mstep: Class 13 contains 7521 members 
Mstep: Class 14 contains 4438 members 
Mstep: Class 15 contains 4859 members 
Mstep: Class 16 contains 2676 members 
Mstep: Class 17 contains 738 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 7118 members 
Mstep: Class 21 contains 3838 members 
Mstep: Class 22 contains 13051 members 
Mstep: Class 23 contains 92766 members 
Mstep: Class 24 contains 9461 members 
Mstep: Class 25 contains 44533 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2786 members 
Mstep: Class 28 contains 3747 members 
Mstep: Class 29 contains 22759 members 
Mstep: Class 30 contains 3882 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4726 members 
Mstep: Class 33 contains 5003 members 
Mstep: Class 34 contains 2012 members 
Mstep: Class 35 contains 20764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113568.000000 Penalty: 72790.960938
Iteration 42Q: 36 clusters Score -4.011357e+07 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1683 members 
Mstep: Class 3 contains 899 members 
Mstep: Class 4 contains 7008 members 
Mstep: Class 5 contains 5778 members 
Mstep: Class 6 contains 10589 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 18455 members 
Mstep: Class 10 contains 7252 members 
Mstep: Class 11 contains 23356 members 
Mstep: Class 12 contains 13131 members 
Mstep: Class 13 contains 7593 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 4846 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 739 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 1950 members 
Mstep: Class 20 contains 7149 members 
Mstep: Class 21 contains 3830 members 
Mstep: Class 22 contains 13257 members 
Mstep: Class 23 contains 92192 members 
Mstep: Class 24 contains 9298 members 
Mstep: Class 25 contains 44393 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2778 members 
Mstep: Class 28 contains 3774 members 
Mstep: Class 29 contains 23421 members 
Mstep: Class 30 contains 3953 members 
Mstep: Class 31 contains 613 members 
Mstep: Class 32 contains 4717 members 
Mstep: Class 33 contains 5138 members 
Mstep: Class 34 contains 2016 members 
Mstep: Class 35 contains 20776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114236.000000 Penalty: 72790.960938
Iteration 43Q: 36 clusters Score -4.011424e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 6965 members 
Mstep: Class 5 contains 5877 members 
Mstep: Class 6 contains 10520 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2682 members 
Mstep: Class 9 contains 18321 members 
Mstep: Class 10 contains 7091 members 
Mstep: Class 11 contains 23130 members 
Mstep: Class 12 contains 13236 members 
Mstep: Class 13 contains 7661 members 
Mstep: Class 14 contains 4555 members 
Mstep: Class 15 contains 4838 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 740 members 
Mstep: Class 18 contains 2289 members 
Mstep: Class 19 contains 1951 members 
Mstep: Class 20 contains 7169 members 
Mstep: Class 21 contains 3820 members 
Mstep: Class 22 contains 13463 members 
Mstep: Class 23 contains 91722 members 
Mstep: Class 24 contains 9143 members 
Mstep: Class 25 contains 44281 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 2778 members 
Mstep: Class 28 contains 3813 members 
Mstep: Class 29 contains 23972 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 614 members 
Mstep: Class 32 contains 4706 members 
Mstep: Class 33 contains 5258 members 
Mstep: Class 34 contains 2023 members 
Mstep: Class 35 contains 20790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114936.000000 Penalty: 72790.960938
Iteration 44Q: 36 clusters Score -4.011494e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1695 members 
Mstep: Class 3 contains 898 members 
Mstep: Class 4 contains 6915 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 10454 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 18187 members 
Mstep: Class 10 contains 6978 members 
Mstep: Class 11 contains 22919 members 
Mstep: Class 12 contains 13332 members 
Mstep: Class 13 contains 7718 members 
Mstep: Class 14 contains 4595 members 
Mstep: Class 15 contains 4836 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 7178 members 
Mstep: Class 21 contains 3814 members 
Mstep: Class 22 contains 13640 members 
Mstep: Class 23 contains 91361 members 
Mstep: Class 24 contains 9025 members 
Mstep: Class 25 contains 44206 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 3840 members 
Mstep: Class 29 contains 24389 members 
Mstep: Class 30 contains 3997 members 
Mstep: Class 31 contains 614 members 
Mstep: Class 32 contains 4703 members 
Mstep: Class 33 contains 5371 members 
Mstep: Class 34 contains 2027 members 
Mstep: Class 35 contains 20793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40115152.000000 Penalty: 72790.960938
Iteration 45Q: 36 clusters Score -4.011515e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 3 contains 897 members 
Mstep: Class 4 contains 6870 members 
Mstep: Class 5 contains 6015 members 
Mstep: Class 6 contains 10405 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 6888 members 
Mstep: Class 11 contains 22700 members 
Mstep: Class 12 contains 13395 members 
Mstep: Class 13 contains 7758 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 4835 members 
Mstep: Class 16 contains 2635 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2285 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 3805 members 
Mstep: Class 22 contains 13811 members 
Mstep: Class 23 contains 91113 members 
Mstep: Class 24 contains 8886 members 
Mstep: Class 25 contains 44151 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 3859 members 
Mstep: Class 29 contains 24743 members 
Mstep: Class 30 contains 3998 members 
Mstep: Class 31 contains 614 members 
Mstep: Class 32 contains 4708 members 
Mstep: Class 33 contains 5478 members 
Mstep: Class 34 contains 2034 members 
Mstep: Class 35 contains 20804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40115644.000000 Penalty: 72790.960938
Iteration 46Q: 36 clusters Score -4.011564e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1699 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 10371 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2684 members 
Mstep: Class 9 contains 17965 members 
Mstep: Class 10 contains 6805 members 
Mstep: Class 11 contains 22526 members 
Mstep: Class 12 contains 13441 members 
Mstep: Class 13 contains 7792 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 4831 members 
Mstep: Class 16 contains 2627 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 1946 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 3798 members 
Mstep: Class 22 contains 13983 members 
Mstep: Class 23 contains 90883 members 
Mstep: Class 24 contains 8758 members 
Mstep: Class 25 contains 44126 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 3875 members 
Mstep: Class 29 contains 25062 members 
Mstep: Class 30 contains 3991 members 
Mstep: Class 31 contains 616 members 
Mstep: Class 32 contains 4714 members 
Mstep: Class 33 contains 5574 members 
Mstep: Class 34 contains 2040 members 
Mstep: Class 35 contains 20809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40115944.000000 Penalty: 72790.960938
Iteration 47Q: 36 clusters Score -4.011594e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 1703 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6788 members 
Mstep: Class 5 contains 6101 members 
Mstep: Class 6 contains 10343 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2690 members 
Mstep: Class 9 contains 17859 members 
Mstep: Class 10 contains 6727 members 
Mstep: Class 11 contains 22418 members 
Mstep: Class 12 contains 13463 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 4829 members 
Mstep: Class 16 contains 2616 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2270 members 
Mstep: Class 19 contains 1948 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 3793 members 
Mstep: Class 22 contains 14144 members 
Mstep: Class 23 contains 90707 members 
Mstep: Class 24 contains 8636 members 
Mstep: Class 25 contains 44102 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 2777 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 25321 members 
Mstep: Class 30 contains 3989 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4718 members 
Mstep: Class 33 contains 5657 members 
Mstep: Class 34 contains 2045 members 
Mstep: Class 35 contains 20811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116060.000000 Penalty: 72790.960938
Iteration 48Q: 36 clusters Score -4.011606e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1712 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6757 members 
Mstep: Class 5 contains 6128 members 
Mstep: Class 6 contains 10315 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 2696 members 
Mstep: Class 9 contains 17771 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 22318 members 
Mstep: Class 12 contains 13485 members 
Mstep: Class 13 contains 7873 members 
Mstep: Class 14 contains 4708 members 
Mstep: Class 15 contains 4828 members 
Mstep: Class 16 contains 2615 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 3784 members 
Mstep: Class 22 contains 14307 members 
Mstep: Class 23 contains 90583 members 
Mstep: Class 24 contains 8514 members 
Mstep: Class 25 contains 44078 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 2778 members 
Mstep: Class 28 contains 3898 members 
Mstep: Class 29 contains 25539 members 
Mstep: Class 30 contains 3989 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4721 members 
Mstep: Class 33 contains 5711 members 
Mstep: Class 34 contains 2051 members 
Mstep: Class 35 contains 20816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116208.000000 Penalty: 72790.960938
Iteration 49Q: 36 clusters Score -4.011621e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 1713 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6728 members 
Mstep: Class 5 contains 6147 members 
Mstep: Class 6 contains 10288 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2697 members 
Mstep: Class 9 contains 17681 members 
Mstep: Class 10 contains 6543 members 
Mstep: Class 11 contains 22257 members 
Mstep: Class 12 contains 13506 members 
Mstep: Class 13 contains 7903 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2271 members 
Mstep: Class 19 contains 1945 members 
Mstep: Class 20 contains 7188 members 
Mstep: Class 21 contains 3778 members 
Mstep: Class 22 contains 14459 members 
Mstep: Class 23 contains 90495 members 
Mstep: Class 24 contains 8365 members 
Mstep: Class 25 contains 44064 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 2780 members 
Mstep: Class 28 contains 3916 members 
Mstep: Class 29 contains 25723 members 
Mstep: Class 30 contains 3980 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4713 members 
Mstep: Class 33 contains 5776 members 
Mstep: Class 34 contains 2054 members 
Mstep: Class 35 contains 20824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116368.000000 Penalty: 72790.960938
Iteration 50Q: 36 clusters Score -4.011637e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1714 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6710 members 
Mstep: Class 5 contains 6160 members 
Mstep: Class 6 contains 10269 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2700 members 
Mstep: Class 9 contains 17611 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 22199 members 
Mstep: Class 12 contains 13530 members 
Mstep: Class 13 contains 7929 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 7189 members 
Mstep: Class 21 contains 3775 members 
Mstep: Class 22 contains 14638 members 
Mstep: Class 23 contains 90425 members 
Mstep: Class 24 contains 8214 members 
Mstep: Class 25 contains 44040 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 2780 members 
Mstep: Class 28 contains 3929 members 
Mstep: Class 29 contains 25871 members 
Mstep: Class 30 contains 3982 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4705 members 
Mstep: Class 33 contains 5836 members 
Mstep: Class 34 contains 2057 members 
Mstep: Class 35 contains 20824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116456.000000 Penalty: 72790.960938
Iteration 51Q: 36 clusters Score -4.011646e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6690 members 
Mstep: Class 5 contains 6166 members 
Mstep: Class 6 contains 10247 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 6340 members 
Mstep: Class 11 contains 22129 members 
Mstep: Class 12 contains 13543 members 
Mstep: Class 13 contains 7945 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 4824 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 1935 members 
Mstep: Class 20 contains 7193 members 
Mstep: Class 21 contains 3770 members 
Mstep: Class 22 contains 14862 members 
Mstep: Class 23 contains 90368 members 
Mstep: Class 24 contains 8024 members 
Mstep: Class 25 contains 44029 members 
Mstep: Class 26 contains 1648 members 
Mstep: Class 27 contains 2778 members 
Mstep: Class 28 contains 3948 members 
Mstep: Class 29 contains 26008 members 
Mstep: Class 30 contains 3981 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4702 members 
Mstep: Class 33 contains 5886 members 
Mstep: Class 34 contains 2064 members 
Mstep: Class 35 contains 20825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40116716.000000 Penalty: 72790.960938
Iteration 52Q: 36 clusters Score -4.011672e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6669 members 
Mstep: Class 5 contains 6177 members 
Mstep: Class 6 contains 10229 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2703 members 
Mstep: Class 9 contains 17496 members 
Mstep: Class 10 contains 6243 members 
Mstep: Class 11 contains 22065 members 
Mstep: Class 12 contains 13553 members 
Mstep: Class 13 contains 7958 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 2604 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 1932 members 
Mstep: Class 20 contains 7191 members 
Mstep: Class 21 contains 3765 members 
Mstep: Class 22 contains 15098 members 
Mstep: Class 23 contains 90346 members 
Mstep: Class 24 contains 7809 members 
Mstep: Class 25 contains 44015 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 3975 members 
Mstep: Class 29 contains 26122 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4691 members 
Mstep: Class 33 contains 5944 members 
Mstep: Class 34 contains 2069 members 
Mstep: Class 35 contains 20823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117040.000000 Penalty: 72790.960938
Iteration 53Q: 36 clusters Score -4.011704e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6653 members 
Mstep: Class 5 contains 6189 members 
Mstep: Class 6 contains 10216 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2701 members 
Mstep: Class 9 contains 17440 members 
Mstep: Class 10 contains 6149 members 
Mstep: Class 11 contains 22011 members 
Mstep: Class 12 contains 13563 members 
Mstep: Class 13 contains 7971 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 2597 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2304 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 7191 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 15309 members 
Mstep: Class 23 contains 90328 members 
Mstep: Class 24 contains 7605 members 
Mstep: Class 25 contains 44003 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4004 members 
Mstep: Class 29 contains 26218 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4682 members 
Mstep: Class 33 contains 6005 members 
Mstep: Class 34 contains 2074 members 
Mstep: Class 35 contains 20827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117340.000000 Penalty: 72790.960938
Iteration 54Q: 36 clusters Score -4.011734e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 1736 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6638 members 
Mstep: Class 5 contains 6195 members 
Mstep: Class 6 contains 10213 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2698 members 
Mstep: Class 9 contains 17400 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 21951 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 7974 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 2596 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2307 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 7192 members 
Mstep: Class 21 contains 3755 members 
Mstep: Class 22 contains 15511 members 
Mstep: Class 23 contains 90317 members 
Mstep: Class 24 contains 7393 members 
Mstep: Class 25 contains 43996 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4044 members 
Mstep: Class 29 contains 26310 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4669 members 
Mstep: Class 33 contains 6063 members 
Mstep: Class 34 contains 2080 members 
Mstep: Class 35 contains 20834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117572.000000 Penalty: 72790.960938
Iteration 55Q: 36 clusters Score -4.011757e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1744 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 10211 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 17342 members 
Mstep: Class 10 contains 5978 members 
Mstep: Class 11 contains 21897 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 7980 members 
Mstep: Class 14 contains 4787 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 2600 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2308 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 3752 members 
Mstep: Class 22 contains 15660 members 
Mstep: Class 23 contains 90301 members 
Mstep: Class 24 contains 7223 members 
Mstep: Class 25 contains 43997 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4086 members 
Mstep: Class 29 contains 26382 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4661 members 
Mstep: Class 33 contains 6122 members 
Mstep: Class 34 contains 2083 members 
Mstep: Class 35 contains 20840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40117844.000000 Penalty: 72790.960938
Iteration 56Q: 36 clusters Score -4.011784e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1759 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 6210 members 
Mstep: Class 6 contains 10207 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2699 members 
Mstep: Class 9 contains 17297 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 21851 members 
Mstep: Class 12 contains 13574 members 
Mstep: Class 13 contains 7979 members 
Mstep: Class 14 contains 4794 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 2605 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2309 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 15789 members 
Mstep: Class 23 contains 90292 members 
Mstep: Class 24 contains 7089 members 
Mstep: Class 25 contains 43984 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 4119 members 
Mstep: Class 29 contains 26459 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4652 members 
Mstep: Class 33 contains 6172 members 
Mstep: Class 34 contains 2087 members 
Mstep: Class 35 contains 20844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118040.000000 Penalty: 72790.960938
Iteration 57Q: 36 clusters Score -4.011804e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1772 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6612 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 10205 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 17255 members 
Mstep: Class 10 contains 5843 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 13568 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2306 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 15919 members 
Mstep: Class 23 contains 90272 members 
Mstep: Class 24 contains 6973 members 
Mstep: Class 25 contains 43984 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 4158 members 
Mstep: Class 29 contains 26521 members 
Mstep: Class 30 contains 3984 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4651 members 
Mstep: Class 33 contains 6217 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118264.000000 Penalty: 72790.960938
Iteration 58Q: 36 clusters Score -4.011826e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2707 members 
Mstep: Class 9 contains 17218 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 21789 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 7972 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 2610 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2301 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16018 members 
Mstep: Class 23 contains 90261 members 
Mstep: Class 24 contains 6888 members 
Mstep: Class 25 contains 43990 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 4201 members 
Mstep: Class 29 contains 26568 members 
Mstep: Class 30 contains 3984 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4649 members 
Mstep: Class 33 contains 6258 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118360.000000 Penalty: 72790.960938
Iteration 59Q: 36 clusters Score -4.011836e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 1780 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 6211 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 17189 members 
Mstep: Class 10 contains 5728 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 13564 members 
Mstep: Class 13 contains 7970 members 
Mstep: Class 14 contains 4770 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16094 members 
Mstep: Class 23 contains 90249 members 
Mstep: Class 24 contains 6808 members 
Mstep: Class 25 contains 43994 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4235 members 
Mstep: Class 29 contains 26603 members 
Mstep: Class 30 contains 3986 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4645 members 
Mstep: Class 33 contains 6293 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118380.000000 Penalty: 72790.960938
Iteration 60F: 36 clusters Score -4.011838e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1786 members 
Mstep: Class 3 contains 896 members 
Mstep: Class 4 contains 6588 members 
Mstep: Class 5 contains 6214 members 
Mstep: Class 6 contains 10203 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 17168 members 
Mstep: Class 10 contains 5683 members 
Mstep: Class 11 contains 21735 members 
Mstep: Class 12 contains 13562 members 
Mstep: Class 13 contains 7975 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 2631 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7184 members 
Mstep: Class 21 contains 3747 members 
Mstep: Class 22 contains 16187 members 
Mstep: Class 23 contains 90235 members 
Mstep: Class 24 contains 6723 members 
Mstep: Class 25 contains 43993 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4269 members 
Mstep: Class 29 contains 26634 members 
Mstep: Class 30 contains 3985 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4636 members 
Mstep: Class 33 contains 6323 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118392.000000 Penalty: 72790.960938
Iteration 61Q: 36 clusters Score -4.011839e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 1791 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6582 members 
Mstep: Class 5 contains 6218 members 
Mstep: Class 6 contains 10202 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 17136 members 
Mstep: Class 10 contains 5644 members 
Mstep: Class 11 contains 21718 members 
Mstep: Class 12 contains 13563 members 
Mstep: Class 13 contains 7980 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 2638 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 1927 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 3747 members 
Mstep: Class 22 contains 16245 members 
Mstep: Class 23 contains 90228 members 
Mstep: Class 24 contains 6659 members 
Mstep: Class 25 contains 43993 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4303 members 
Mstep: Class 29 contains 26655 members 
Mstep: Class 30 contains 3983 members 
Mstep: Class 31 contains 617 members 
Mstep: Class 32 contains 4629 members 
Mstep: Class 33 contains 6356 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118496.000000 Penalty: 72790.960938
Iteration 62Q: 36 clusters Score -4.01185e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1795 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6573 members 
Mstep: Class 5 contains 6222 members 
Mstep: Class 6 contains 10200 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 17097 members 
Mstep: Class 10 contains 5620 members 
Mstep: Class 11 contains 21706 members 
Mstep: Class 12 contains 13565 members 
Mstep: Class 13 contains 7980 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 4827 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 742 members 
Mstep: Class 18 contains 2256 members 
Mstep: Class 19 contains 1926 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16276 members 
Mstep: Class 23 contains 90229 members 
Mstep: Class 24 contains 6619 members 
Mstep: Class 25 contains 43990 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2773 members 
Mstep: Class 28 contains 4328 members 
Mstep: Class 29 contains 26669 members 
Mstep: Class 30 contains 3983 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4627 members 
Mstep: Class 33 contains 6401 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118620.000000 Penalty: 72790.960938
Iteration 63Q: 36 clusters Score -4.011862e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1797 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6568 members 
Mstep: Class 5 contains 6227 members 
Mstep: Class 6 contains 10198 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 17058 members 
Mstep: Class 10 contains 5594 members 
Mstep: Class 11 contains 21699 members 
Mstep: Class 12 contains 13569 members 
Mstep: Class 13 contains 7980 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 4826 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2251 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16306 members 
Mstep: Class 23 contains 90215 members 
Mstep: Class 24 contains 6584 members 
Mstep: Class 25 contains 43992 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4350 members 
Mstep: Class 29 contains 26681 members 
Mstep: Class 30 contains 3977 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4622 members 
Mstep: Class 33 contains 6448 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118596.000000 Penalty: 72790.960938
Iteration 64Q: 36 clusters Score -4.01186e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 1801 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6561 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 10196 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 17011 members 
Mstep: Class 10 contains 5568 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 7984 members 
Mstep: Class 14 contains 4786 members 
Mstep: Class 15 contains 4825 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2244 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 7181 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16328 members 
Mstep: Class 23 contains 90199 members 
Mstep: Class 24 contains 6557 members 
Mstep: Class 25 contains 43992 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4376 members 
Mstep: Class 29 contains 26698 members 
Mstep: Class 30 contains 3981 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4617 members 
Mstep: Class 33 contains 6493 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118628.000000 Penalty: 72790.960938
Iteration 65Q: 36 clusters Score -4.011863e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 1803 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 6237 members 
Mstep: Class 6 contains 10194 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 16948 members 
Mstep: Class 10 contains 5537 members 
Mstep: Class 11 contains 21685 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 7992 members 
Mstep: Class 14 contains 4789 members 
Mstep: Class 15 contains 4822 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 7186 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16343 members 
Mstep: Class 23 contains 90191 members 
Mstep: Class 24 contains 6543 members 
Mstep: Class 25 contains 43987 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4396 members 
Mstep: Class 29 contains 26729 members 
Mstep: Class 30 contains 3981 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4610 members 
Mstep: Class 33 contains 6545 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118676.000000 Penalty: 72790.960938
Iteration 66Q: 36 clusters Score -4.011868e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6554 members 
Mstep: Class 5 contains 6240 members 
Mstep: Class 6 contains 10192 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 16904 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 21685 members 
Mstep: Class 12 contains 13565 members 
Mstep: Class 13 contains 8001 members 
Mstep: Class 14 contains 4793 members 
Mstep: Class 15 contains 4820 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16354 members 
Mstep: Class 23 contains 90171 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 43983 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4411 members 
Mstep: Class 29 contains 26745 members 
Mstep: Class 30 contains 3980 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4607 members 
Mstep: Class 33 contains 6594 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118760.000000 Penalty: 72790.960938
Iteration 67Q: 36 clusters Score -4.011876e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1808 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6552 members 
Mstep: Class 5 contains 6244 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 16878 members 
Mstep: Class 10 contains 5478 members 
Mstep: Class 11 contains 21684 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 8005 members 
Mstep: Class 14 contains 4796 members 
Mstep: Class 15 contains 4818 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 7187 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16362 members 
Mstep: Class 23 contains 90167 members 
Mstep: Class 24 contains 6526 members 
Mstep: Class 25 contains 43981 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 4431 members 
Mstep: Class 29 contains 26748 members 
Mstep: Class 30 contains 3979 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4602 members 
Mstep: Class 33 contains 6623 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118756.000000 Penalty: 72790.960938
Iteration 68Q: 36 clusters Score -4.011876e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6553 members 
Mstep: Class 5 contains 6248 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 16847 members 
Mstep: Class 10 contains 5463 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13568 members 
Mstep: Class 13 contains 8009 members 
Mstep: Class 14 contains 4799 members 
Mstep: Class 15 contains 4818 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2238 members 
Mstep: Class 19 contains 1922 members 
Mstep: Class 20 contains 7185 members 
Mstep: Class 21 contains 3748 members 
Mstep: Class 22 contains 16364 members 
Mstep: Class 23 contains 90157 members 
Mstep: Class 24 contains 6525 members 
Mstep: Class 25 contains 43979 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 4447 members 
Mstep: Class 29 contains 26747 members 
Mstep: Class 30 contains 3977 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4594 members 
Mstep: Class 33 contains 6658 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118760.000000 Penalty: 72790.960938
Iteration 69Q: 36 clusters Score -4.011876e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1810 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 6255 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 16818 members 
Mstep: Class 10 contains 5458 members 
Mstep: Class 11 contains 21674 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8010 members 
Mstep: Class 14 contains 4800 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2235 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 7183 members 
Mstep: Class 21 contains 3749 members 
Mstep: Class 22 contains 16370 members 
Mstep: Class 23 contains 90141 members 
Mstep: Class 24 contains 6526 members 
Mstep: Class 25 contains 43980 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2776 members 
Mstep: Class 28 contains 4456 members 
Mstep: Class 29 contains 26748 members 
Mstep: Class 30 contains 3979 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4587 members 
Mstep: Class 33 contains 6693 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118748.000000 Penalty: 72790.960938
Iteration 70Q: 36 clusters Score -4.011875e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1811 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6546 members 
Mstep: Class 5 contains 6260 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 16796 members 
Mstep: Class 10 contains 5447 members 
Mstep: Class 11 contains 21672 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 15 contains 4817 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 16377 members 
Mstep: Class 23 contains 90129 members 
Mstep: Class 24 contains 6524 members 
Mstep: Class 25 contains 43979 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4463 members 
Mstep: Class 29 contains 26747 members 
Mstep: Class 30 contains 3984 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4583 members 
Mstep: Class 33 contains 6726 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118856.000000 Penalty: 72790.960938
Iteration 71Q: 36 clusters Score -4.011886e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6544 members 
Mstep: Class 5 contains 6266 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 16784 members 
Mstep: Class 10 contains 5437 members 
Mstep: Class 11 contains 21674 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 14 contains 4795 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2221 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 16379 members 
Mstep: Class 23 contains 90112 members 
Mstep: Class 24 contains 6522 members 
Mstep: Class 25 contains 43977 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4465 members 
Mstep: Class 29 contains 26750 members 
Mstep: Class 30 contains 3986 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4579 members 
Mstep: Class 33 contains 6749 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118888.000000 Penalty: 72790.960938
Iteration 72Q: 36 clusters Score -4.011889e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1812 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 6269 members 
Mstep: Class 6 contains 10189 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 16772 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 21676 members 
Mstep: Class 12 contains 13566 members 
Mstep: Class 13 contains 8011 members 
Mstep: Class 14 contains 4790 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 1921 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 3750 members 
Mstep: Class 22 contains 16382 members 
Mstep: Class 23 contains 90104 members 
Mstep: Class 24 contains 6521 members 
Mstep: Class 25 contains 43977 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4468 members 
Mstep: Class 29 contains 26755 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4576 members 
Mstep: Class 33 contains 6768 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118908.000000 Penalty: 72790.960938
Iteration 73Q: 36 clusters Score -4.011891e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6539 members 
Mstep: Class 5 contains 6272 members 
Mstep: Class 6 contains 10188 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 16762 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 21681 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8012 members 
Mstep: Class 14 contains 4788 members 
Mstep: Class 15 contains 4816 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 7182 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 90095 members 
Mstep: Class 24 contains 6519 members 
Mstep: Class 25 contains 43974 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4472 members 
Mstep: Class 29 contains 26762 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4572 members 
Mstep: Class 33 contains 6777 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118916.000000 Penalty: 72790.960938
Iteration 74Q: 36 clusters Score -4.011892e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 6277 members 
Mstep: Class 6 contains 10187 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2710 members 
Mstep: Class 9 contains 16757 members 
Mstep: Class 10 contains 5401 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8013 members 
Mstep: Class 14 contains 4784 members 
Mstep: Class 15 contains 4815 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16389 members 
Mstep: Class 23 contains 90093 members 
Mstep: Class 24 contains 6520 members 
Mstep: Class 25 contains 43970 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4481 members 
Mstep: Class 29 contains 26763 members 
Mstep: Class 30 contains 3989 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4569 members 
Mstep: Class 33 contains 6785 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40118940.000000 Penalty: 72790.960938
Iteration 75Q: 36 clusters Score -4.011894e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6540 members 
Mstep: Class 5 contains 6284 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 16755 members 
Mstep: Class 10 contains 5383 members 
Mstep: Class 11 contains 21682 members 
Mstep: Class 12 contains 13568 members 
Mstep: Class 13 contains 8013 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16391 members 
Mstep: Class 23 contains 90084 members 
Mstep: Class 24 contains 6523 members 
Mstep: Class 25 contains 43968 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4495 members 
Mstep: Class 29 contains 26759 members 
Mstep: Class 30 contains 3991 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4566 members 
Mstep: Class 33 contains 6790 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119008.000000 Penalty: 72790.960938
Iteration 76Q: 36 clusters Score -4.011901e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6535 members 
Mstep: Class 5 contains 6287 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 16751 members 
Mstep: Class 10 contains 5371 members 
Mstep: Class 11 contains 21684 members 
Mstep: Class 12 contains 13570 members 
Mstep: Class 13 contains 8014 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 7179 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16392 members 
Mstep: Class 23 contains 90078 members 
Mstep: Class 24 contains 6525 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4505 members 
Mstep: Class 29 contains 26763 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4559 members 
Mstep: Class 33 contains 6795 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119016.000000 Penalty: 72790.960938
Iteration 77Q: 36 clusters Score -4.011902e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6289 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2711 members 
Mstep: Class 9 contains 16748 members 
Mstep: Class 10 contains 5358 members 
Mstep: Class 11 contains 21685 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 4813 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 743 members 
Mstep: Class 18 contains 2214 members 
Mstep: Class 19 contains 1925 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16391 members 
Mstep: Class 23 contains 90069 members 
Mstep: Class 24 contains 6528 members 
Mstep: Class 25 contains 43964 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 4517 members 
Mstep: Class 29 contains 26774 members 
Mstep: Class 30 contains 3989 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4551 members 
Mstep: Class 33 contains 6801 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40119044.000000 Penalty: 72790.960938
Iteration 78Q: 36 clusters Score -4.011904e+07 nChanged 71
Entering ConstructFrom: 
Score: -40119044.000000 Penalty: 72790.960938
Entering ConstructFrom: 
Trying to split cluster 1 (6751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Entering Unmasked Estep 
Score: -761300.312500 Penalty: 1432.834961
	Iteration 0F: 2 clusters Score -761300.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -756211.687500 Penalty: 2865.669922
	Iteration 0F: 3 clusters Score -756211.7 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -757719.187500 Penalty: 2865.669922
	Iteration 1F: 3 clusters Score -757719.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -757956.375000 Penalty: 2865.669922
	Iteration 2F: 3 clusters Score -757956.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -758145.375000 Penalty: 2865.669922
	Iteration 3F: 3 clusters Score -758145.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -758316.562500 Penalty: 2865.669922
	Iteration 4Q: 3 clusters Score -758316.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -758481.625000 Penalty: 2865.669922
	Iteration 5Q: 3 clusters Score -758481.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -758652.687500 Penalty: 2865.669922
	Iteration 6Q: 3 clusters Score -758652.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -758844.937500 Penalty: 2865.669922
	Iteration 7Q: 3 clusters Score -758844.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -759047.562500 Penalty: 2865.669922
	Iteration 8Q: 3 clusters Score -759047.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -759269.375000 Penalty: 2865.669922
	Iteration 9Q: 3 clusters Score -759269.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -759546.562500 Penalty: 2865.669922
	Iteration 10Q: 3 clusters Score -759546.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -759791.000000 Penalty: 2865.669922
	Iteration 11Q: 3 clusters Score -759791 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -759988.250000 Penalty: 2865.669922
	Iteration 12Q: 3 clusters Score -759988.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -760121.187500 Penalty: 2865.669922
	Iteration 13Q: 3 clusters Score -760121.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -760211.750000 Penalty: 2865.669922
	Iteration 14Q: 3 clusters Score -760211.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -760286.562500 Penalty: 2865.669922
	Iteration 15Q: 3 clusters Score -760286.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -760330.750000 Penalty: 2865.669922
	Iteration 16Q: 3 clusters Score -760330.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -760361.875000 Penalty: 2865.669922
	Iteration 17Q: 3 clusters Score -760361.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -760383.500000 Penalty: 2865.669922
	Iteration 18Q: 3 clusters Score -760383.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -760408.625000 Penalty: 2865.669922
	Iteration 19Q: 3 clusters Score -760408.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -760437.375000 Penalty: 2865.669922
	Iteration 20F: 3 clusters Score -760437.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -760464.812500 Penalty: 2865.669922
	Iteration 21Q: 3 clusters Score -760464.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -760490.062500 Penalty: 2865.669922
	Iteration 22Q: 3 clusters Score -760490.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -760514.312500 Penalty: 2865.669922
	Iteration 23Q: 3 clusters Score -760514.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -760534.812500 Penalty: 2865.669922
	Iteration 24Q: 3 clusters Score -760534.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -760549.312500 Penalty: 2865.669922
	Iteration 25Q: 3 clusters Score -760549.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -760563.187500 Penalty: 2865.669922
	Iteration 26Q: 3 clusters Score -760563.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -760573.812500 Penalty: 2865.669922
	Iteration 27Q: 3 clusters Score -760573.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -760579.500000 Penalty: 2865.669922
	Iteration 28Q: 3 clusters Score -760579.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -760579.937500 Penalty: 2865.669922
	Iteration 29Q: 3 clusters Score -760579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -760580.562500 Penalty: 2865.669922
	Iteration 30Q: 3 clusters Score -760580.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -760583.187500 Penalty: 2865.669922
	Iteration 31Q: 3 clusters Score -760583.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -760584.312500 Penalty: 2865.669922
	Iteration 32Q: 3 clusters Score -760584.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -760584.875000 Penalty: 2865.669922
	Iteration 33Q: 3 clusters Score -760584.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -760586.812500 Penalty: 2865.669922
	Iteration 34Q: 3 clusters Score -760586.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -760587.750000 Penalty: 2865.669922
	Iteration 35Q: 3 clusters Score -760587.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -760588.375000 Penalty: 2865.669922
	Iteration 36Q: 3 clusters Score -760588.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -760588.125000 Penalty: 2865.669922
	Iteration 37Q: 3 clusters Score -760588.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -760587.812500 Penalty: 2865.669922
	Iteration 38Q: 3 clusters Score -760587.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -760590.000000 Penalty: 2865.669922
	Iteration 39Q: 3 clusters Score -760590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -760590.625000 Penalty: 2865.669922
	Iteration 40F: 3 clusters Score -760590.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -760590.312500 Penalty: 2865.669922
	Iteration 41Q: 3 clusters Score -760590.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -760592.375000 Penalty: 2865.669922
	Iteration 42Q: 3 clusters Score -760592.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -760592.375000 Penalty: 2865.669922
	Iteration 43F: 3 clusters Score -760592.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Entering Unmasked Estep 
Score: -210239.812500 Penalty: 1219.194946
	Iteration 0F: 2 clusters Score -210239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -208234.218750 Penalty: 2438.389893
	Iteration 0F: 3 clusters Score -208234.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -208654.000000 Penalty: 2438.389893
	Iteration 1F: 3 clusters Score -208654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -208746.484375 Penalty: 2438.389893
	Iteration 2F: 3 clusters Score -208746.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -208802.406250 Penalty: 2438.389893
	Iteration 3Q: 3 clusters Score -208802.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -208838.093750 Penalty: 2438.389893
	Iteration 4Q: 3 clusters Score -208838.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -208858.765625 Penalty: 2438.389893
	Iteration 5Q: 3 clusters Score -208858.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -208869.671875 Penalty: 2438.389893
	Iteration 6Q: 3 clusters Score -208869.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -208878.468750 Penalty: 2438.389893
	Iteration 7Q: 3 clusters Score -208878.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -208881.953125 Penalty: 2438.389893
	Iteration 8Q: 3 clusters Score -208882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208884.718750 Penalty: 2438.389893
	Iteration 9Q: 3 clusters Score -208884.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -208886.406250 Penalty: 2438.389893
	Iteration 10Q: 3 clusters Score -208886.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -208886.765625 Penalty: 2438.389893
	Iteration 11Q: 3 clusters Score -208886.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -208886.937500 Penalty: 2438.389893
	Iteration 12Q: 3 clusters Score -208886.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208887.375000 Penalty: 2438.389893
	Iteration 13Q: 3 clusters Score -208887.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208888.593750 Penalty: 2438.389893
	Iteration 14Q: 3 clusters Score -208888.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208889.359375 Penalty: 2438.389893
	Iteration 15Q: 3 clusters Score -208889.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -208890.796875 Penalty: 2438.389893
	Iteration 16Q: 3 clusters Score -208890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -208892.890625 Penalty: 2438.389893
	Iteration 17Q: 3 clusters Score -208892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -208894.093750 Penalty: 2438.389893
	Iteration 18Q: 3 clusters Score -208894.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208896.281250 Penalty: 2438.389893
	Iteration 19Q: 3 clusters Score -208896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -208898.953125 Penalty: 2438.389893
	Iteration 20F: 3 clusters Score -208899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208900.109375 Penalty: 2438.389893
	Iteration 21Q: 3 clusters Score -208900.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208901.343750 Penalty: 2438.389893
	Iteration 22Q: 3 clusters Score -208901.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -208903.046875 Penalty: 2438.389893
	Iteration 23Q: 3 clusters Score -208903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -208905.156250 Penalty: 2438.389893
	Iteration 24Q: 3 clusters Score -208905.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -208905.593750 Penalty: 2438.389893
	Iteration 25Q: 3 clusters Score -208905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -208907.000000 Penalty: 2438.389893
	Iteration 26Q: 3 clusters Score -208907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208907.125000 Penalty: 2438.389893
	Iteration 27Q: 3 clusters Score -208907.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -208907.125000 Penalty: 2438.389893
	Iteration 28F: 3 clusters Score -208907.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Entering Unmasked Estep 
Score: -98168.859375 Penalty: 1104.483765
	Iteration 0F: 2 clusters Score -98168.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -96791.445312 Penalty: 2208.967529
	Iteration 0F: 3 clusters Score -96791.45 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -97020.390625 Penalty: 2208.967529
	Iteration 1F: 3 clusters Score -97020.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -97093.164062 Penalty: 2208.967529
	Iteration 2F: 3 clusters Score -97093.16 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -97140.335938 Penalty: 2208.967529
	Iteration 3Q: 3 clusters Score -97140.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -97169.820312 Penalty: 2208.967529
	Iteration 4Q: 3 clusters Score -97169.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -97186.257812 Penalty: 2208.967529
	Iteration 5Q: 3 clusters Score -97186.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97205.671875 Penalty: 2208.967529
	Iteration 6Q: 3 clusters Score -97205.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -97221.804688 Penalty: 2208.967529
	Iteration 7Q: 3 clusters Score -97221.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -97227.015625 Penalty: 2208.967529
	Iteration 8Q: 3 clusters Score -97227.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97228.859375 Penalty: 2208.967529
	Iteration 9Q: 3 clusters Score -97228.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -97230.648438 Penalty: 2208.967529
	Iteration 10Q: 3 clusters Score -97230.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -97234.093750 Penalty: 2208.967529
	Iteration 11Q: 3 clusters Score -97234.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -97235.914062 Penalty: 2208.967529
	Iteration 12Q: 3 clusters Score -97235.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -97238.914062 Penalty: 2208.967529
	Iteration 13Q: 3 clusters Score -97238.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97244.812500 Penalty: 2208.967529
	Iteration 14Q: 3 clusters Score -97244.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -97253.914062 Penalty: 2208.967529
	Iteration 15Q: 3 clusters Score -97253.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -97259.703125 Penalty: 2208.967529
	Iteration 16Q: 3 clusters Score -97259.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -97266.570312 Penalty: 2208.967529
	Iteration 17Q: 3 clusters Score -97266.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -97268.070312 Penalty: 2208.967529
	Iteration 18Q: 3 clusters Score -97268.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97272.359375 Penalty: 2208.967529
	Iteration 19Q: 3 clusters Score -97272.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -97272.359375 Penalty: 2208.967529
	Iteration 20F: 3 clusters Score -97272.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Entering Unmasked Estep 
Score: -731750.687500 Penalty: 1427.525879
	Iteration 0F: 2 clusters Score -731750.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -726812.625000 Penalty: 2855.051758
	Iteration 0F: 3 clusters Score -726812.6 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -728291.562500 Penalty: 2855.051758
	Iteration 1F: 3 clusters Score -728291.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -728612.812500 Penalty: 2855.051758
	Iteration 2F: 3 clusters Score -728612.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -728941.937500 Penalty: 2855.051758
	Iteration 3F: 3 clusters Score -728941.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -729275.812500 Penalty: 2855.051758
	Iteration 4F: 3 clusters Score -729275.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -729586.750000 Penalty: 2855.051758
	Iteration 5F: 3 clusters Score -729586.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -729856.937500 Penalty: 2855.051758
	Iteration 6F: 3 clusters Score -729856.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -730140.750000 Penalty: 2855.051758
	Iteration 7Q: 3 clusters Score -730140.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -730476.562500 Penalty: 2855.051758
	Iteration 8F: 3 clusters Score -730476.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -730801.562500 Penalty: 2855.051758
	Iteration 9F: 3 clusters Score -730801.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -731095.125000 Penalty: 2855.051758
	Iteration 10Q: 3 clusters Score -731095.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -731285.750000 Penalty: 2855.051758
	Iteration 11Q: 3 clusters Score -731285.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -731390.250000 Penalty: 2855.051758
	Iteration 12Q: 3 clusters Score -731390.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -731437.750000 Penalty: 2855.051758
	Iteration 13Q: 3 clusters Score -731437.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -731453.375000 Penalty: 2855.051758
	Iteration 14Q: 3 clusters Score -731453.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -731459.125000 Penalty: 2855.051758
	Iteration 15Q: 3 clusters Score -731459.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -731459.562500 Penalty: 2855.051758
	Iteration 16Q: 3 clusters Score -731459.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -731461.250000 Penalty: 2855.051758
	Iteration 17Q: 3 clusters Score -731461.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -731464.187500 Penalty: 2855.051758
	Iteration 18Q: 3 clusters Score -731464.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -731464.437500 Penalty: 2855.051758
	Iteration 19Q: 3 clusters Score -731464.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -731463.687500 Penalty: 2855.051758
	Iteration 20F: 3 clusters Score -731463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Entering Unmasked Estep 
Score: -738410.812500 Penalty: 1421.393066
	Iteration 0F: 2 clusters Score -738410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -733642.750000 Penalty: 2842.786133
	Iteration 0F: 3 clusters Score -733642.8 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -734976.437500 Penalty: 2842.786133
	Iteration 1F: 3 clusters Score -734976.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -735156.375000 Penalty: 2842.786133
	Iteration 2F: 3 clusters Score -735156.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -735293.000000 Penalty: 2842.786133
	Iteration 3Q: 3 clusters Score -735293 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -735407.250000 Penalty: 2842.786133
	Iteration 4Q: 3 clusters Score -735407.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -735507.312500 Penalty: 2842.786133
	Iteration 5Q: 3 clusters Score -735507.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -735580.937500 Penalty: 2842.786133
	Iteration 6Q: 3 clusters Score -735580.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -735660.562500 Penalty: 2842.786133
	Iteration 7Q: 3 clusters Score -735660.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -735735.625000 Penalty: 2842.786133
	Iteration 8Q: 3 clusters Score -735735.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -735799.562500 Penalty: 2842.786133
	Iteration 9Q: 3 clusters Score -735799.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -735863.062500 Penalty: 2842.786133
	Iteration 10Q: 3 clusters Score -735863.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -735939.750000 Penalty: 2842.786133
	Iteration 11Q: 3 clusters Score -735939.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -736030.437500 Penalty: 2842.786133
	Iteration 12Q: 3 clusters Score -736030.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -736117.875000 Penalty: 2842.786133
	Iteration 13Q: 3 clusters Score -736117.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -736192.875000 Penalty: 2842.786133
	Iteration 14Q: 3 clusters Score -736192.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -736277.937500 Penalty: 2842.786133
	Iteration 15Q: 3 clusters Score -736277.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -736348.375000 Penalty: 2842.786133
	Iteration 16Q: 3 clusters Score -736348.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -736402.062500 Penalty: 2842.786133
	Iteration 17Q: 3 clusters Score -736402.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -736449.375000 Penalty: 2842.786133
	Iteration 18Q: 3 clusters Score -736449.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -736486.062500 Penalty: 2842.786133
	Iteration 19Q: 3 clusters Score -736486.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -736514.125000 Penalty: 2842.786133
	Iteration 20F: 3 clusters Score -736514.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -736537.687500 Penalty: 2842.786133
	Iteration 21Q: 3 clusters Score -736537.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -736547.062500 Penalty: 2842.786133
	Iteration 22Q: 3 clusters Score -736547.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -736548.125000 Penalty: 2842.786133
	Iteration 23Q: 3 clusters Score -736548.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -736552.500000 Penalty: 2842.786133
	Iteration 24Q: 3 clusters Score -736552.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -736554.312500 Penalty: 2842.786133
	Iteration 25Q: 3 clusters Score -736554.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -736554.750000 Penalty: 2842.786133
	Iteration 26Q: 3 clusters Score -736554.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -736558.625000 Penalty: 2842.786133
	Iteration 27Q: 3 clusters Score -736558.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -736558.625000 Penalty: 2842.786133
	Iteration 28Q: 3 clusters Score -736558.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -736560.812500 Penalty: 2842.786133
	Iteration 29Q: 3 clusters Score -736560.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -736560.187500 Penalty: 2842.786133
	Iteration 30Q: 3 clusters Score -736560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -736560.187500 Penalty: 2842.786133
	Iteration 31F: 3 clusters Score -736560.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Entering Unmasked Estep 
Score: -1146294.625000 Penalty: 1499.675049
	Iteration 0F: 2 clusters Score -1146295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1139043.750000 Penalty: 2999.350098
	Iteration 0F: 3 clusters Score -1139044 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1141908.000000 Penalty: 2999.350098
	Iteration 1F: 3 clusters Score -1141908 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1143093.875000 Penalty: 2999.350098
	Iteration 2F: 3 clusters Score -1143094 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1144538.125000 Penalty: 2999.350098
	Iteration 3F: 3 clusters Score -1144538 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1145483.750000 Penalty: 2999.350098
	Iteration 4F: 3 clusters Score -1145484 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1145895.500000 Penalty: 2999.350098
	Iteration 5F: 3 clusters Score -1145896 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1146128.375000 Penalty: 2999.350098
	Iteration 6Q: 3 clusters Score -1146128 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1146229.375000 Penalty: 2999.350098
	Iteration 7Q: 3 clusters Score -1146229 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1146272.250000 Penalty: 2999.350098
	Iteration 8Q: 3 clusters Score -1146272 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1146295.500000 Penalty: 2999.350098
	Iteration 9Q: 3 clusters Score -1146296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1146317.250000 Penalty: 2999.350098
	Iteration 10Q: 3 clusters Score -1146317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1146336.625000 Penalty: 2999.350098
	Iteration 11Q: 3 clusters Score -1146337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1146356.500000 Penalty: 2999.350098
	Iteration 12Q: 3 clusters Score -1146356 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1146369.375000 Penalty: 2999.350098
	Iteration 13Q: 3 clusters Score -1146369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1146378.625000 Penalty: 2999.350098
	Iteration 14Q: 3 clusters Score -1146379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1146381.625000 Penalty: 2999.350098
	Iteration 15Q: 3 clusters Score -1146382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1146386.875000 Penalty: 2999.350098
	Iteration 16Q: 3 clusters Score -1146387 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1146397.500000 Penalty: 2999.350098
	Iteration 17Q: 3 clusters Score -1146398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1146394.125000 Penalty: 2999.350098
	Iteration 18Q: 3 clusters Score -1146394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1146394.375000 Penalty: 2999.350098
	Iteration 19Q: 3 clusters Score -1146394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1146397.000000 Penalty: 2999.350098
	Iteration 20F: 3 clusters Score -1146397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1146397.500000 Penalty: 2999.350098
	Iteration 21Q: 3 clusters Score -1146398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1146397.625000 Penalty: 2999.350098
	Iteration 22Q: 3 clusters Score -1146398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1146401.250000 Penalty: 2999.350098
	Iteration 23Q: 3 clusters Score -1146401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1146400.875000 Penalty: 2999.350098
	Iteration 24Q: 3 clusters Score -1146401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1146399.000000 Penalty: 2999.350098
	Iteration 25Q: 3 clusters Score -1146399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1146402.375000 Penalty: 2999.350098
	Iteration 26Q: 3 clusters Score -1146402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1146402.375000 Penalty: 2999.350098
	Iteration 27F: 3 clusters Score -1146402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 8991 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 16747 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 1195 members 
Entering Unmasked Estep 
Score: -40118720.000000 Penalty: 74870.703125
Splitting cluster 6 changes total score from -40119044.000000 to -40118720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Entering Unmasked Estep 
Score: -161969.140625 Penalty: 1186.107178
	Iteration 0F: 2 clusters Score -161969.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -160268.890625 Penalty: 2372.214355
	Iteration 0F: 3 clusters Score -160268.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -160699.953125 Penalty: 2372.214355
	Iteration 1F: 3 clusters Score -160700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -160854.703125 Penalty: 2372.214355
	Iteration 2F: 3 clusters Score -160854.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -160973.109375 Penalty: 2372.214355
	Iteration 3F: 3 clusters Score -160973.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -161072.687500 Penalty: 2372.214355
	Iteration 4F: 3 clusters Score -161072.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -161143.109375 Penalty: 2372.214355
	Iteration 5Q: 3 clusters Score -161143.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -161232.640625 Penalty: 2372.214355
	Iteration 6Q: 3 clusters Score -161232.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -161314.890625 Penalty: 2372.214355
	Iteration 7Q: 3 clusters Score -161314.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -161365.171875 Penalty: 2372.214355
	Iteration 8Q: 3 clusters Score -161365.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -161414.250000 Penalty: 2372.214355
	Iteration 9Q: 3 clusters Score -161414.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -161431.265625 Penalty: 2372.214355
	Iteration 10Q: 3 clusters Score -161431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -161437.000000 Penalty: 2372.214355
	Iteration 11Q: 3 clusters Score -161437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -161447.187500 Penalty: 2372.214355
	Iteration 12Q: 3 clusters Score -161447.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -161454.437500 Penalty: 2372.214355
	Iteration 13Q: 3 clusters Score -161454.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161464.031250 Penalty: 2372.214355
	Iteration 14Q: 3 clusters Score -161464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -161469.296875 Penalty: 2372.214355
	Iteration 15Q: 3 clusters Score -161469.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -161470.484375 Penalty: 2372.214355
	Iteration 16Q: 3 clusters Score -161470.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -161471.093750 Penalty: 2372.214355
	Iteration 17Q: 3 clusters Score -161471.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -161471.562500 Penalty: 2372.214355
	Iteration 18Q: 3 clusters Score -161471.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -161472.906250 Penalty: 2372.214355
	Iteration 19Q: 3 clusters Score -161472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -161474.593750 Penalty: 2372.214355
	Iteration 20F: 3 clusters Score -161474.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -161475.484375 Penalty: 2372.214355
	Iteration 21Q: 3 clusters Score -161475.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -161475.484375 Penalty: 2372.214355
	Iteration 22F: 3 clusters Score -161475.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Entering Unmasked Estep 
Score: -259146.062500 Penalty: 1284.394409
	Iteration 0F: 2 clusters Score -259146.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -256687.703125 Penalty: 2568.788818
	Iteration 0F: 3 clusters Score -256687.7 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -257781.531250 Penalty: 2568.788818
	Iteration 1F: 3 clusters Score -257781.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -258228.828125 Penalty: 2568.788818
	Iteration 2F: 3 clusters Score -258228.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -258713.453125 Penalty: 2568.788818
	Iteration 3F: 3 clusters Score -258713.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -259048.937500 Penalty: 2568.788818
	Iteration 4F: 3 clusters Score -259048.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -259190.500000 Penalty: 2568.788818
	Iteration 5F: 3 clusters Score -259190.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -259283.718750 Penalty: 2568.788818
	Iteration 6Q: 3 clusters Score -259283.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -259322.406250 Penalty: 2568.788818
	Iteration 7Q: 3 clusters Score -259322.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -259348.359375 Penalty: 2568.788818
	Iteration 8Q: 3 clusters Score -259348.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -259370.687500 Penalty: 2568.788818
	Iteration 9Q: 3 clusters Score -259370.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -259381.812500 Penalty: 2568.788818
	Iteration 10Q: 3 clusters Score -259381.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -259388.937500 Penalty: 2568.788818
	Iteration 11Q: 3 clusters Score -259388.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -259394.781250 Penalty: 2568.788818
	Iteration 12Q: 3 clusters Score -259394.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -259397.093750 Penalty: 2568.788818
	Iteration 13Q: 3 clusters Score -259397.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -259398.343750 Penalty: 2568.788818
	Iteration 14Q: 3 clusters Score -259398.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -259399.203125 Penalty: 2568.788818
	Iteration 15Q: 3 clusters Score -259399.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -259400.406250 Penalty: 2568.788818
	Iteration 16Q: 3 clusters Score -259400.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -259401.703125 Penalty: 2568.788818
	Iteration 17Q: 3 clusters Score -259401.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -259403.250000 Penalty: 2568.788818
	Iteration 18Q: 3 clusters Score -259403.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -259403.812500 Penalty: 2568.788818
	Iteration 19Q: 3 clusters Score -259403.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -259406.515625 Penalty: 2568.788818
	Iteration 20F: 3 clusters Score -259406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -259411.015625 Penalty: 2568.788818
	Iteration 21Q: 3 clusters Score -259411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -259417.812500 Penalty: 2568.788818
	Iteration 22Q: 3 clusters Score -259417.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -259421.437500 Penalty: 2568.788818
	Iteration 23Q: 3 clusters Score -259421.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -259425.015625 Penalty: 2568.788818
	Iteration 24Q: 3 clusters Score -259425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -259427.515625 Penalty: 2568.788818
	Iteration 25Q: 3 clusters Score -259427.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -259430.781250 Penalty: 2568.788818
	Iteration 26Q: 3 clusters Score -259430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -259434.296875 Penalty: 2568.788818
	Iteration 27Q: 3 clusters Score -259434.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -259436.062500 Penalty: 2568.788818
	Iteration 28Q: 3 clusters Score -259436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -259438.468750 Penalty: 2568.788818
	Iteration 29Q: 3 clusters Score -259438.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -259442.062500 Penalty: 2568.788818
	Iteration 30Q: 3 clusters Score -259442.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -259444.906250 Penalty: 2568.788818
	Iteration 31Q: 3 clusters Score -259444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -259449.281250 Penalty: 2568.788818
	Iteration 32Q: 3 clusters Score -259449.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -259452.593750 Penalty: 2568.788818
	Iteration 33Q: 3 clusters Score -259452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -259453.453125 Penalty: 2568.788818
	Iteration 34Q: 3 clusters Score -259453.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -259454.140625 Penalty: 2568.788818
	Iteration 35Q: 3 clusters Score -259454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -259454.312500 Penalty: 2568.788818
	Iteration 36Q: 3 clusters Score -259454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -259454.312500 Penalty: 2568.788818
	Iteration 37F: 3 clusters Score -259454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 906 members 
Mstep: Class 9 contains 16747 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 1802 members 
Entering Unmasked Estep 
Score: -40118572.000000 Penalty: 74870.703125
Splitting cluster 8 changes total score from -40119044.000000 to -40118572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (16747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Entering Unmasked Estep 
Score: -1904123.750000 Penalty: 1580.470825
	Iteration 0F: 2 clusters Score -1904124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1892534.250000 Penalty: 3160.941650
	Iteration 0F: 3 clusters Score -1892534 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1896646.875000 Penalty: 3160.941650
	Iteration 1F: 3 clusters Score -1896647 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1897122.125000 Penalty: 3160.941650
	Iteration 2F: 3 clusters Score -1897122 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -1897633.625000 Penalty: 3160.941650
	Iteration 3F: 3 clusters Score -1897634 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1898259.750000 Penalty: 3160.941650
	Iteration 4F: 3 clusters Score -1898260 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1898921.500000 Penalty: 3160.941650
	Iteration 5F: 3 clusters Score -1898922 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1899658.750000 Penalty: 3160.941650
	Iteration 6F: 3 clusters Score -1899659 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1900398.125000 Penalty: 3160.941650
	Iteration 7F: 3 clusters Score -1900398 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1901068.250000 Penalty: 3160.941650
	Iteration 8F: 3 clusters Score -1901068 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1901640.375000 Penalty: 3160.941650
	Iteration 9F: 3 clusters Score -1901640 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -1902099.375000 Penalty: 3160.941650
	Iteration 10Q: 3 clusters Score -1902099 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -1902450.500000 Penalty: 3160.941650
	Iteration 11Q: 3 clusters Score -1902450 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1902664.375000 Penalty: 3160.941650
	Iteration 12Q: 3 clusters Score -1902664 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1902778.500000 Penalty: 3160.941650
	Iteration 13Q: 3 clusters Score -1902778 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1902841.875000 Penalty: 3160.941650
	Iteration 14Q: 3 clusters Score -1902842 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1902884.125000 Penalty: 3160.941650
	Iteration 15Q: 3 clusters Score -1902884 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1902908.750000 Penalty: 3160.941650
	Iteration 16Q: 3 clusters Score -1902909 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1902925.125000 Penalty: 3160.941650
	Iteration 17Q: 3 clusters Score -1902925 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1902947.000000 Penalty: 3160.941650
	Iteration 18Q: 3 clusters Score -1902947 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1902964.250000 Penalty: 3160.941650
	Iteration 19Q: 3 clusters Score -1902964 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1902983.875000 Penalty: 3160.941650
	Iteration 20F: 3 clusters Score -1902984 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1903003.375000 Penalty: 3160.941650
	Iteration 21Q: 3 clusters Score -1903003 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1903034.125000 Penalty: 3160.941650
	Iteration 22Q: 3 clusters Score -1903034 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1903064.375000 Penalty: 3160.941650
	Iteration 23Q: 3 clusters Score -1903064 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1903110.375000 Penalty: 3160.941650
	Iteration 24Q: 3 clusters Score -1903110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1903129.250000 Penalty: 3160.941650
	Iteration 25Q: 3 clusters Score -1903129 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1903168.500000 Penalty: 3160.941650
	Iteration 26Q: 3 clusters Score -1903168 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1903224.625000 Penalty: 3160.941650
	Iteration 27Q: 3 clusters Score -1903225 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1903289.750000 Penalty: 3160.941650
	Iteration 28Q: 3 clusters Score -1903290 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1903371.375000 Penalty: 3160.941650
	Iteration 29Q: 3 clusters Score -1903371 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1903455.625000 Penalty: 3160.941650
	Iteration 30Q: 3 clusters Score -1903456 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1903582.250000 Penalty: 3160.941650
	Iteration 31Q: 3 clusters Score -1903582 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1903739.125000 Penalty: 3160.941650
	Iteration 32Q: 3 clusters Score -1903739 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1903886.875000 Penalty: 3160.941650
	Iteration 33Q: 3 clusters Score -1903887 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1904061.500000 Penalty: 3160.941650
	Iteration 34Q: 3 clusters Score -1904062 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1904268.375000 Penalty: 3160.941650
	Iteration 35Q: 3 clusters Score -1904268 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1904397.000000 Penalty: 3160.941650
	Iteration 36Q: 3 clusters Score -1904397 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1904471.375000 Penalty: 3160.941650
	Iteration 37Q: 3 clusters Score -1904471 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -1904537.375000 Penalty: 3160.941650
	Iteration 38Q: 3 clusters Score -1904537 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1904577.000000 Penalty: 3160.941650
	Iteration 39Q: 3 clusters Score -1904577 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1904611.000000 Penalty: 3160.941650
	Iteration 40F: 3 clusters Score -1904611 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1904633.250000 Penalty: 3160.941650
	Iteration 41Q: 3 clusters Score -1904633 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1904644.625000 Penalty: 3160.941650
	Iteration 42Q: 3 clusters Score -1904645 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1904644.625000 Penalty: 3160.941650
	Iteration 43Q: 3 clusters Score -1904645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1904646.750000 Penalty: 3160.941650
	Iteration 44Q: 3 clusters Score -1904647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1904649.875000 Penalty: 3160.941650
	Iteration 45Q: 3 clusters Score -1904650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1904649.125000 Penalty: 3160.941650
	Iteration 46Q: 3 clusters Score -1904649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1904649.250000 Penalty: 3160.941650
	Iteration 47Q: 3 clusters Score -1904649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1904650.000000 Penalty: 3160.941650
	Iteration 48Q: 3 clusters Score -1904650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1904653.875000 Penalty: 3160.941650
	Iteration 49Q: 3 clusters Score -1904654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1904655.250000 Penalty: 3160.941650
	Iteration 50Q: 3 clusters Score -1904655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1904652.125000 Penalty: 3160.941650
	Iteration 51Q: 3 clusters Score -1904652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1904653.375000 Penalty: 3160.941650
	Iteration 52Q: 3 clusters Score -1904653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1904652.375000 Penalty: 3160.941650
	Iteration 53Q: 3 clusters Score -1904652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1904654.000000 Penalty: 3160.941650
	Iteration 54Q: 3 clusters Score -1904654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1904656.750000 Penalty: 3160.941650
	Iteration 55Q: 3 clusters Score -1904657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1904654.625000 Penalty: 3160.941650
	Iteration 56Q: 3 clusters Score -1904655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1904654.375000 Penalty: 3160.941650
	Iteration 57Q: 3 clusters Score -1904654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1904654.375000 Penalty: 3160.941650
	Iteration 58F: 3 clusters Score -1904654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 744 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Entering Unmasked Estep 
Score: -40119284.000000 Penalty: 74870.703125
Splitting cluster 9 changes total score from -40119044.000000 to -40119284.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 10 (5338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Entering Unmasked Estep 
Score: -597270.562500 Penalty: 1394.673584
	Iteration 0F: 2 clusters Score -597270.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -593074.000000 Penalty: 2789.347168
	Iteration 0F: 3 clusters Score -593074 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -594319.000000 Penalty: 2789.347168
	Iteration 1F: 3 clusters Score -594319 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -594555.812500 Penalty: 2789.347168
	Iteration 2F: 3 clusters Score -594555.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -594726.812500 Penalty: 2789.347168
	Iteration 3F: 3 clusters Score -594726.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -594901.687500 Penalty: 2789.347168
	Iteration 4Q: 3 clusters Score -594901.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -595071.250000 Penalty: 2789.347168
	Iteration 5Q: 3 clusters Score -595071.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -595211.687500 Penalty: 2789.347168
	Iteration 6Q: 3 clusters Score -595211.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -595324.625000 Penalty: 2789.347168
	Iteration 7Q: 3 clusters Score -595324.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -595434.312500 Penalty: 2789.347168
	Iteration 8Q: 3 clusters Score -595434.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -595552.812500 Penalty: 2789.347168
	Iteration 9Q: 3 clusters Score -595552.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -595657.937500 Penalty: 2789.347168
	Iteration 10Q: 3 clusters Score -595657.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -595745.500000 Penalty: 2789.347168
	Iteration 11Q: 3 clusters Score -595745.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -595829.625000 Penalty: 2789.347168
	Iteration 12Q: 3 clusters Score -595829.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -595900.937500 Penalty: 2789.347168
	Iteration 13Q: 3 clusters Score -595900.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -595958.000000 Penalty: 2789.347168
	Iteration 14Q: 3 clusters Score -595958 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -596000.000000 Penalty: 2789.347168
	Iteration 15Q: 3 clusters Score -596000 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -596032.812500 Penalty: 2789.347168
	Iteration 16Q: 3 clusters Score -596032.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -596057.937500 Penalty: 2789.347168
	Iteration 17Q: 3 clusters Score -596057.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -596077.125000 Penalty: 2789.347168
	Iteration 18Q: 3 clusters Score -596077.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -596100.750000 Penalty: 2789.347168
	Iteration 19Q: 3 clusters Score -596100.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -596122.937500 Penalty: 2789.347168
	Iteration 20F: 3 clusters Score -596122.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -596145.187500 Penalty: 2789.347168
	Iteration 21Q: 3 clusters Score -596145.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -596162.937500 Penalty: 2789.347168
	Iteration 22Q: 3 clusters Score -596162.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -596181.875000 Penalty: 2789.347168
	Iteration 23Q: 3 clusters Score -596181.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -596204.062500 Penalty: 2789.347168
	Iteration 24Q: 3 clusters Score -596204.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -596225.375000 Penalty: 2789.347168
	Iteration 25Q: 3 clusters Score -596225.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -596251.312500 Penalty: 2789.347168
	Iteration 26Q: 3 clusters Score -596251.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -596289.937500 Penalty: 2789.347168
	Iteration 27Q: 3 clusters Score -596289.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -596349.062500 Penalty: 2789.347168
	Iteration 28Q: 3 clusters Score -596349.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -596416.500000 Penalty: 2789.347168
	Iteration 29Q: 3 clusters Score -596416.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -596466.875000 Penalty: 2789.347168
	Iteration 30Q: 3 clusters Score -596466.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -596502.250000 Penalty: 2789.347168
	Iteration 31Q: 3 clusters Score -596502.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -596519.562500 Penalty: 2789.347168
	Iteration 32Q: 3 clusters Score -596519.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -596533.062500 Penalty: 2789.347168
	Iteration 33Q: 3 clusters Score -596533.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -596542.562500 Penalty: 2789.347168
	Iteration 34Q: 3 clusters Score -596542.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -596548.062500 Penalty: 2789.347168
	Iteration 35Q: 3 clusters Score -596548.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -596553.875000 Penalty: 2789.347168
	Iteration 36Q: 3 clusters Score -596553.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -596560.125000 Penalty: 2789.347168
	Iteration 37Q: 3 clusters Score -596560.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -596563.250000 Penalty: 2789.347168
	Iteration 38Q: 3 clusters Score -596563.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -596567.187500 Penalty: 2789.347168
	Iteration 39Q: 3 clusters Score -596567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -596571.437500 Penalty: 2789.347168
	Iteration 40F: 3 clusters Score -596571.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -596574.625000 Penalty: 2789.347168
	Iteration 41Q: 3 clusters Score -596574.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -596581.500000 Penalty: 2789.347168
	Iteration 42Q: 3 clusters Score -596581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -596583.500000 Penalty: 2789.347168
	Iteration 43Q: 3 clusters Score -596583.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -596588.562500 Penalty: 2789.347168
	Iteration 44Q: 3 clusters Score -596588.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -596593.625000 Penalty: 2789.347168
	Iteration 45Q: 3 clusters Score -596593.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -596601.437500 Penalty: 2789.347168
	Iteration 46Q: 3 clusters Score -596601.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -596605.687500 Penalty: 2789.347168
	Iteration 47Q: 3 clusters Score -596605.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -596608.562500 Penalty: 2789.347168
	Iteration 48Q: 3 clusters Score -596608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -596610.812500 Penalty: 2789.347168
	Iteration 49Q: 3 clusters Score -596610.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -596612.687500 Penalty: 2789.347168
	Iteration 50Q: 3 clusters Score -596612.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -596613.875000 Penalty: 2789.347168
	Iteration 51Q: 3 clusters Score -596613.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -596615.937500 Penalty: 2789.347168
	Iteration 52Q: 3 clusters Score -596615.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -596619.937500 Penalty: 2789.347168
	Iteration 53Q: 3 clusters Score -596619.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -596624.562500 Penalty: 2789.347168
	Iteration 54Q: 3 clusters Score -596624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -596626.562500 Penalty: 2789.347168
	Iteration 55Q: 3 clusters Score -596626.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -596630.812500 Penalty: 2789.347168
	Iteration 56Q: 3 clusters Score -596630.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -596634.437500 Penalty: 2789.347168
	Iteration 57Q: 3 clusters Score -596634.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -596637.937500 Penalty: 2789.347168
	Iteration 58Q: 3 clusters Score -596637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -596642.437500 Penalty: 2789.347168
	Iteration 59Q: 3 clusters Score -596642.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -596643.125000 Penalty: 2789.347168
	Iteration 60F: 3 clusters Score -596643.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -596645.875000 Penalty: 2789.347168
	Iteration 61Q: 3 clusters Score -596645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -596646.312500 Penalty: 2789.347168
	Iteration 62Q: 3 clusters Score -596646.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -596648.062500 Penalty: 2789.347168
	Iteration 63Q: 3 clusters Score -596648.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -596647.875000 Penalty: 2789.347168
	Iteration 64Q: 3 clusters Score -596647.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -596649.687500 Penalty: 2789.347168
	Iteration 65Q: 3 clusters Score -596649.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -596652.312500 Penalty: 2789.347168
	Iteration 66Q: 3 clusters Score -596652.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -596654.062500 Penalty: 2789.347168
	Iteration 67Q: 3 clusters Score -596654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -596655.562500 Penalty: 2789.347168
	Iteration 68Q: 3 clusters Score -596655.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -596656.250000 Penalty: 2789.347168
	Iteration 69Q: 3 clusters Score -596656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -596657.375000 Penalty: 2789.347168
	Iteration 70Q: 3 clusters Score -596657.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -596657.375000 Penalty: 2789.347168
	Iteration 71F: 3 clusters Score -596657.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Entering Unmasked Estep 
Score: -2476320.750000 Penalty: 1622.416138
	Iteration 0F: 2 clusters Score -2476321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2461613.500000 Penalty: 3244.832275
	Iteration 0F: 3 clusters Score -2461614 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2467118.000000 Penalty: 3244.832275
	Iteration 1F: 3 clusters Score -2467118 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2467757.250000 Penalty: 3244.832275
	Iteration 2F: 3 clusters Score -2467757 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -2468413.750000 Penalty: 3244.832275
	Iteration 3F: 3 clusters Score -2468414 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -2469132.000000 Penalty: 3244.832275
	Iteration 4F: 3 clusters Score -2469132 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2469834.500000 Penalty: 3244.832275
	Iteration 5F: 3 clusters Score -2469834 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2470504.250000 Penalty: 3244.832275
	Iteration 6Q: 3 clusters Score -2470504 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2471246.250000 Penalty: 3244.832275
	Iteration 7Q: 3 clusters Score -2471246 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2471927.250000 Penalty: 3244.832275
	Iteration 8Q: 3 clusters Score -2471927 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2472563.250000 Penalty: 3244.832275
	Iteration 9Q: 3 clusters Score -2472563 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2472997.250000 Penalty: 3244.832275
	Iteration 10Q: 3 clusters Score -2472997 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2473298.000000 Penalty: 3244.832275
	Iteration 11Q: 3 clusters Score -2473298 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2473487.750000 Penalty: 3244.832275
	Iteration 12Q: 3 clusters Score -2473488 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
Score: -2473615.750000 Penalty: 3244.832275
	Iteration 13Q: 3 clusters Score -2473616 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -2473731.250000 Penalty: 3244.832275
	Iteration 14Q: 3 clusters Score -2473731 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2473832.250000 Penalty: 3244.832275
	Iteration 15Q: 3 clusters Score -2473832 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2473901.250000 Penalty: 3244.832275
	Iteration 16Q: 3 clusters Score -2473901 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -2473974.250000 Penalty: 3244.832275
	Iteration 17Q: 3 clusters Score -2473974 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2474045.250000 Penalty: 3244.832275
	Iteration 18Q: 3 clusters Score -2474045 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2474129.750000 Penalty: 3244.832275
	Iteration 19Q: 3 clusters Score -2474130 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2474212.250000 Penalty: 3244.832275
	Iteration 20F: 3 clusters Score -2474212 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2474318.750000 Penalty: 3244.832275
	Iteration 21Q: 3 clusters Score -2474319 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2474496.500000 Penalty: 3244.832275
	Iteration 22Q: 3 clusters Score -2474496 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2474750.000000 Penalty: 3244.832275
	Iteration 23Q: 3 clusters Score -2474750 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2475180.500000 Penalty: 3244.832275
	Iteration 24Q: 3 clusters Score -2475180 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -2475399.750000 Penalty: 3244.832275
	Iteration 25Q: 3 clusters Score -2475400 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2475496.500000 Penalty: 3244.832275
	Iteration 26Q: 3 clusters Score -2475496 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2475551.500000 Penalty: 3244.832275
	Iteration 27Q: 3 clusters Score -2475552 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2475583.750000 Penalty: 3244.832275
	Iteration 28Q: 3 clusters Score -2475584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2475611.250000 Penalty: 3244.832275
	Iteration 29Q: 3 clusters Score -2475611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2475635.750000 Penalty: 3244.832275
	Iteration 30Q: 3 clusters Score -2475636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2475646.750000 Penalty: 3244.832275
	Iteration 31Q: 3 clusters Score -2475647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2475650.500000 Penalty: 3244.832275
	Iteration 32Q: 3 clusters Score -2475650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2475664.500000 Penalty: 3244.832275
	Iteration 33Q: 3 clusters Score -2475664 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2475674.500000 Penalty: 3244.832275
	Iteration 34Q: 3 clusters Score -2475674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2475685.500000 Penalty: 3244.832275
	Iteration 35Q: 3 clusters Score -2475686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2475694.500000 Penalty: 3244.832275
	Iteration 36Q: 3 clusters Score -2475694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2475709.250000 Penalty: 3244.832275
	Iteration 37Q: 3 clusters Score -2475709 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2475721.000000 Penalty: 3244.832275
	Iteration 38Q: 3 clusters Score -2475721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2475732.750000 Penalty: 3244.832275
	Iteration 39Q: 3 clusters Score -2475733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2475739.250000 Penalty: 3244.832275
	Iteration 40F: 3 clusters Score -2475739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2475737.500000 Penalty: 3244.832275
	Iteration 41Q: 3 clusters Score -2475738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -2475746.750000 Penalty: 3244.832275
	Iteration 42Q: 3 clusters Score -2475747 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -2475742.500000 Penalty: 3244.832275
	Iteration 43Q: 3 clusters Score -2475742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2475749.500000 Penalty: 3244.832275
	Iteration 44Q: 3 clusters Score -2475750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2475744.250000 Penalty: 3244.832275
	Iteration 45Q: 3 clusters Score -2475744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2475747.500000 Penalty: 3244.832275
	Iteration 46Q: 3 clusters Score -2475748 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2475748.250000 Penalty: 3244.832275
	Iteration 47Q: 3 clusters Score -2475748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2475755.500000 Penalty: 3244.832275
	Iteration 48Q: 3 clusters Score -2475756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2475749.500000 Penalty: 3244.832275
	Iteration 49Q: 3 clusters Score -2475750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2475752.500000 Penalty: 3244.832275
	Iteration 50Q: 3 clusters Score -2475752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2475754.250000 Penalty: 3244.832275
	Iteration 51Q: 3 clusters Score -2475754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -2475753.750000 Penalty: 3244.832275
	Iteration 52Q: 3 clusters Score -2475754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2475753.000000 Penalty: 3244.832275
	Iteration 53Q: 3 clusters Score -2475753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2475753.750000 Penalty: 3244.832275
	Iteration 54Q: 3 clusters Score -2475754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2475756.250000 Penalty: 3244.832275
	Iteration 55Q: 3 clusters Score -2475756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2475760.000000 Penalty: 3244.832275
	Iteration 56Q: 3 clusters Score -2475760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2475759.000000 Penalty: 3244.832275
	Iteration 57Q: 3 clusters Score -2475759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2475757.250000 Penalty: 3244.832275
	Iteration 58Q: 3 clusters Score -2475757 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2475757.250000 Penalty: 3244.832275
	Iteration 59F: 3 clusters Score -2475757 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Entering Unmasked Estep 
Score: -1564059.625000 Penalty: 1546.251831
	Iteration 0F: 2 clusters Score -1564060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1554637.750000 Penalty: 3092.503662
	Iteration 0F: 3 clusters Score -1554638 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1557850.125000 Penalty: 3092.503662
	Iteration 1F: 3 clusters Score -1557850 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1558243.625000 Penalty: 3092.503662
	Iteration 2F: 3 clusters Score -1558244 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1558700.625000 Penalty: 3092.503662
	Iteration 3F: 3 clusters Score -1558701 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1559250.625000 Penalty: 3092.503662
	Iteration 4F: 3 clusters Score -1559251 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1559916.625000 Penalty: 3092.503662
	Iteration 5F: 3 clusters Score -1559917 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1560574.000000 Penalty: 3092.503662
	Iteration 6F: 3 clusters Score -1560574 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1561118.000000 Penalty: 3092.503662
	Iteration 7F: 3 clusters Score -1561118 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1561583.000000 Penalty: 3092.503662
	Iteration 8Q: 3 clusters Score -1561583 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1561910.000000 Penalty: 3092.503662
	Iteration 9Q: 3 clusters Score -1561910 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1562172.000000 Penalty: 3092.503662
	Iteration 10Q: 3 clusters Score -1562172 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1562377.375000 Penalty: 3092.503662
	Iteration 11Q: 3 clusters Score -1562377 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1562536.625000 Penalty: 3092.503662
	Iteration 12Q: 3 clusters Score -1562537 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1562654.500000 Penalty: 3092.503662
	Iteration 13Q: 3 clusters Score -1562654 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1562752.125000 Penalty: 3092.503662
	Iteration 14Q: 3 clusters Score -1562752 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1562808.125000 Penalty: 3092.503662
	Iteration 15Q: 3 clusters Score -1562808 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1562850.625000 Penalty: 3092.503662
	Iteration 16Q: 3 clusters Score -1562851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1562872.750000 Penalty: 3092.503662
	Iteration 17Q: 3 clusters Score -1562873 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1562892.375000 Penalty: 3092.503662
	Iteration 18Q: 3 clusters Score -1562892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1562910.750000 Penalty: 3092.503662
	Iteration 19Q: 3 clusters Score -1562911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1562931.625000 Penalty: 3092.503662
	Iteration 20F: 3 clusters Score -1562932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1562943.000000 Penalty: 3092.503662
	Iteration 21Q: 3 clusters Score -1562943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1562950.750000 Penalty: 3092.503662
	Iteration 22Q: 3 clusters Score -1562951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1562960.875000 Penalty: 3092.503662
	Iteration 23Q: 3 clusters Score -1562961 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1562963.750000 Penalty: 3092.503662
	Iteration 24Q: 3 clusters Score -1562964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1562975.000000 Penalty: 3092.503662
	Iteration 25Q: 3 clusters Score -1562975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1562977.500000 Penalty: 3092.503662
	Iteration 26Q: 3 clusters Score -1562978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1562982.625000 Penalty: 3092.503662
	Iteration 27Q: 3 clusters Score -1562983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1562981.875000 Penalty: 3092.503662
	Iteration 28Q: 3 clusters Score -1562982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1562980.875000 Penalty: 3092.503662
	Iteration 29Q: 3 clusters Score -1562981 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1562986.000000 Penalty: 3092.503662
	Iteration 30Q: 3 clusters Score -1562986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1562990.625000 Penalty: 3092.503662
	Iteration 31Q: 3 clusters Score -1562991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1562990.625000 Penalty: 3092.503662
	Iteration 32Q: 3 clusters Score -1562991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1562992.125000 Penalty: 3092.503662
	Iteration 33Q: 3 clusters Score -1562992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1562993.625000 Penalty: 3092.503662
	Iteration 34Q: 3 clusters Score -1562994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1562994.625000 Penalty: 3092.503662
	Iteration 35Q: 3 clusters Score -1562995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1562994.875000 Penalty: 3092.503662
	Iteration 36Q: 3 clusters Score -1562995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1562997.375000 Penalty: 3092.503662
	Iteration 37Q: 3 clusters Score -1562997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1562999.500000 Penalty: 3092.503662
	Iteration 38Q: 3 clusters Score -1563000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1563000.750000 Penalty: 3092.503662
	Iteration 39Q: 3 clusters Score -1563001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1563001.125000 Penalty: 3092.503662
	Iteration 40F: 3 clusters Score -1563001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (8015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Entering Unmasked Estep 
Score: -923417.625000 Penalty: 1460.723877
	Iteration 0F: 2 clusters Score -923417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -917572.812500 Penalty: 2921.447754
	Iteration 0F: 3 clusters Score -917572.8 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -919405.437500 Penalty: 2921.447754
	Iteration 1F: 3 clusters Score -919405.4 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -919596.625000 Penalty: 2921.447754
	Iteration 2F: 3 clusters Score -919596.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -919734.062500 Penalty: 2921.447754
	Iteration 3Q: 3 clusters Score -919734.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -919837.937500 Penalty: 2921.447754
	Iteration 4Q: 3 clusters Score -919837.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -919913.562500 Penalty: 2921.447754
	Iteration 5Q: 3 clusters Score -919913.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -919980.437500 Penalty: 2921.447754
	Iteration 6Q: 3 clusters Score -919980.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -920046.000000 Penalty: 2921.447754
	Iteration 7Q: 3 clusters Score -920046 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -920115.812500 Penalty: 2921.447754
	Iteration 8Q: 3 clusters Score -920115.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -920190.187500 Penalty: 2921.447754
	Iteration 9Q: 3 clusters Score -920190.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -920283.937500 Penalty: 2921.447754
	Iteration 10Q: 3 clusters Score -920283.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -920402.000000 Penalty: 2921.447754
	Iteration 11Q: 3 clusters Score -920402 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -920553.187500 Penalty: 2921.447754
	Iteration 12Q: 3 clusters Score -920553.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -920752.500000 Penalty: 2921.447754
	Iteration 13Q: 3 clusters Score -920752.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -920963.125000 Penalty: 2921.447754
	Iteration 14Q: 3 clusters Score -920963.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -921174.437500 Penalty: 2921.447754
	Iteration 15Q: 3 clusters Score -921174.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -921399.812500 Penalty: 2921.447754
	Iteration 16Q: 3 clusters Score -921399.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -921640.875000 Penalty: 2921.447754
	Iteration 17Q: 3 clusters Score -921640.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -921851.062500 Penalty: 2921.447754
	Iteration 18Q: 3 clusters Score -921851.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -921998.812500 Penalty: 2921.447754
	Iteration 19Q: 3 clusters Score -921998.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -922087.000000 Penalty: 2921.447754
	Iteration 20F: 3 clusters Score -922087 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -922147.250000 Penalty: 2921.447754
	Iteration 21Q: 3 clusters Score -922147.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -922187.625000 Penalty: 2921.447754
	Iteration 22Q: 3 clusters Score -922187.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -922209.312500 Penalty: 2921.447754
	Iteration 23Q: 3 clusters Score -922209.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -922220.187500 Penalty: 2921.447754
	Iteration 24Q: 3 clusters Score -922220.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -922229.875000 Penalty: 2921.447754
	Iteration 25Q: 3 clusters Score -922229.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -922233.437500 Penalty: 2921.447754
	Iteration 26Q: 3 clusters Score -922233.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -922236.562500 Penalty: 2921.447754
	Iteration 27Q: 3 clusters Score -922236.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -922236.687500 Penalty: 2921.447754
	Iteration 28Q: 3 clusters Score -922236.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -922238.125000 Penalty: 2921.447754
	Iteration 29Q: 3 clusters Score -922238.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -922240.000000 Penalty: 2921.447754
	Iteration 30Q: 3 clusters Score -922240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -922241.937500 Penalty: 2921.447754
	Iteration 31Q: 3 clusters Score -922241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -922243.687500 Penalty: 2921.447754
	Iteration 32Q: 3 clusters Score -922243.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -922247.062500 Penalty: 2921.447754
	Iteration 33Q: 3 clusters Score -922247.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -922250.125000 Penalty: 2921.447754
	Iteration 34Q: 3 clusters Score -922250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -922253.000000 Penalty: 2921.447754
	Iteration 35Q: 3 clusters Score -922253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -922255.062500 Penalty: 2921.447754
	Iteration 36Q: 3 clusters Score -922255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -922254.375000 Penalty: 2921.447754
	Iteration 37Q: 3 clusters Score -922254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -922255.125000 Penalty: 2921.447754
	Iteration 38Q: 3 clusters Score -922255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -922255.875000 Penalty: 2921.447754
	Iteration 39Q: 3 clusters Score -922255.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -922255.625000 Penalty: 2921.447754
	Iteration 40F: 3 clusters Score -922255.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -922253.812500 Penalty: 2921.447754
	Iteration 41Q: 3 clusters Score -922253.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -922254.125000 Penalty: 2921.447754
	Iteration 42Q: 3 clusters Score -922254.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -922255.375000 Penalty: 2921.447754
	Iteration 43Q: 3 clusters Score -922255.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -922255.187500 Penalty: 2921.447754
	Iteration 44Q: 3 clusters Score -922255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -922255.062500 Penalty: 2921.447754
	Iteration 45Q: 3 clusters Score -922255.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -922255.062500 Penalty: 2921.447754
	Iteration 46F: 3 clusters Score -922255.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Entering Unmasked Estep 
Score: -493129.625000 Penalty: 1376.323242
	Iteration 0F: 2 clusters Score -493129.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -489322.468750 Penalty: 2752.646484
	Iteration 0F: 3 clusters Score -489322.5 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -490688.281250 Penalty: 2752.646484
	Iteration 1F: 3 clusters Score -490688.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -491202.593750 Penalty: 2752.646484
	Iteration 2F: 3 clusters Score -491202.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -491600.500000 Penalty: 2752.646484
	Iteration 3F: 3 clusters Score -491600.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -491848.156250 Penalty: 2752.646484
	Iteration 4F: 3 clusters Score -491848.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -492035.312500 Penalty: 2752.646484
	Iteration 5F: 3 clusters Score -492035.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -492142.437500 Penalty: 2752.646484
	Iteration 6Q: 3 clusters Score -492142.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -492207.875000 Penalty: 2752.646484
	Iteration 7Q: 3 clusters Score -492207.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -492254.687500 Penalty: 2752.646484
	Iteration 8Q: 3 clusters Score -492254.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -492286.281250 Penalty: 2752.646484
	Iteration 9Q: 3 clusters Score -492286.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -492304.750000 Penalty: 2752.646484
	Iteration 10Q: 3 clusters Score -492304.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -492319.875000 Penalty: 2752.646484
	Iteration 11Q: 3 clusters Score -492319.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -492336.468750 Penalty: 2752.646484
	Iteration 12Q: 3 clusters Score -492336.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -492351.437500 Penalty: 2752.646484
	Iteration 13Q: 3 clusters Score -492351.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -492364.156250 Penalty: 2752.646484
	Iteration 14Q: 3 clusters Score -492364.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -492374.562500 Penalty: 2752.646484
	Iteration 15Q: 3 clusters Score -492374.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -492386.156250 Penalty: 2752.646484
	Iteration 16Q: 3 clusters Score -492386.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -492403.468750 Penalty: 2752.646484
	Iteration 17Q: 3 clusters Score -492403.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -492418.593750 Penalty: 2752.646484
	Iteration 18Q: 3 clusters Score -492418.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -492427.875000 Penalty: 2752.646484
	Iteration 19Q: 3 clusters Score -492427.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -492430.593750 Penalty: 2752.646484
	Iteration 20F: 3 clusters Score -492430.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -492434.937500 Penalty: 2752.646484
	Iteration 21Q: 3 clusters Score -492434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -492439.625000 Penalty: 2752.646484
	Iteration 22Q: 3 clusters Score -492439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -492440.062500 Penalty: 2752.646484
	Iteration 23Q: 3 clusters Score -492440.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -492442.562500 Penalty: 2752.646484
	Iteration 24Q: 3 clusters Score -492442.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -492446.656250 Penalty: 2752.646484
	Iteration 25Q: 3 clusters Score -492446.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -492452.375000 Penalty: 2752.646484
	Iteration 26Q: 3 clusters Score -492452.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -492455.750000 Penalty: 2752.646484
	Iteration 27Q: 3 clusters Score -492455.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -492459.125000 Penalty: 2752.646484
	Iteration 28Q: 3 clusters Score -492459.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -492462.531250 Penalty: 2752.646484
	Iteration 29Q: 3 clusters Score -492462.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -492464.937500 Penalty: 2752.646484
	Iteration 30Q: 3 clusters Score -492464.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -492469.375000 Penalty: 2752.646484
	Iteration 31Q: 3 clusters Score -492469.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -492476.781250 Penalty: 2752.646484
	Iteration 32Q: 3 clusters Score -492476.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -492479.468750 Penalty: 2752.646484
	Iteration 33Q: 3 clusters Score -492479.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -492483.093750 Penalty: 2752.646484
	Iteration 34Q: 3 clusters Score -492483.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -492488.656250 Penalty: 2752.646484
	Iteration 35Q: 3 clusters Score -492488.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -492496.312500 Penalty: 2752.646484
	Iteration 36Q: 3 clusters Score -492496.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -492505.843750 Penalty: 2752.646484
	Iteration 37Q: 3 clusters Score -492505.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -492514.250000 Penalty: 2752.646484
	Iteration 38Q: 3 clusters Score -492514.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -492518.875000 Penalty: 2752.646484
	Iteration 39Q: 3 clusters Score -492518.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -492526.531250 Penalty: 2752.646484
	Iteration 40F: 3 clusters Score -492526.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -492536.031250 Penalty: 2752.646484
	Iteration 41Q: 3 clusters Score -492536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -492542.781250 Penalty: 2752.646484
	Iteration 42Q: 3 clusters Score -492542.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -492546.750000 Penalty: 2752.646484
	Iteration 43Q: 3 clusters Score -492546.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -492551.593750 Penalty: 2752.646484
	Iteration 44Q: 3 clusters Score -492551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -492552.406250 Penalty: 2752.646484
	Iteration 45Q: 3 clusters Score -492552.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -492555.062500 Penalty: 2752.646484
	Iteration 46Q: 3 clusters Score -492555.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -492558.593750 Penalty: 2752.646484
	Iteration 47Q: 3 clusters Score -492558.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -492562.781250 Penalty: 2752.646484
	Iteration 48Q: 3 clusters Score -492562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -492564.750000 Penalty: 2752.646484
	Iteration 49Q: 3 clusters Score -492564.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -492567.687500 Penalty: 2752.646484
	Iteration 50Q: 3 clusters Score -492567.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -492570.406250 Penalty: 2752.646484
	Iteration 51Q: 3 clusters Score -492570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -492571.281250 Penalty: 2752.646484
	Iteration 52Q: 3 clusters Score -492571.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -492573.093750 Penalty: 2752.646484
	Iteration 53Q: 3 clusters Score -492573.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -492575.250000 Penalty: 2752.646484
	Iteration 54Q: 3 clusters Score -492575.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -492577.812500 Penalty: 2752.646484
	Iteration 55Q: 3 clusters Score -492577.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -492579.312500 Penalty: 2752.646484
	Iteration 56Q: 3 clusters Score -492579.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -492580.593750 Penalty: 2752.646484
	Iteration 57Q: 3 clusters Score -492580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -492582.156250 Penalty: 2752.646484
	Iteration 58Q: 3 clusters Score -492582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -492583.468750 Penalty: 2752.646484
	Iteration 59Q: 3 clusters Score -492583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -492583.218750 Penalty: 2752.646484
	Iteration 60F: 3 clusters Score -492583.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -492584.562500 Penalty: 2752.646484
	Iteration 61Q: 3 clusters Score -492584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -492585.281250 Penalty: 2752.646484
	Iteration 62Q: 3 clusters Score -492585.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -492586.875000 Penalty: 2752.646484
	Iteration 63Q: 3 clusters Score -492586.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -492588.343750 Penalty: 2752.646484
	Iteration 64Q: 3 clusters Score -492588.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -492588.906250 Penalty: 2752.646484
	Iteration 65Q: 3 clusters Score -492588.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -492589.531250 Penalty: 2752.646484
	Iteration 66Q: 3 clusters Score -492589.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -492589.656250 Penalty: 2752.646484
	Iteration 67Q: 3 clusters Score -492589.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -492589.781250 Penalty: 2752.646484
	Iteration 68Q: 3 clusters Score -492589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -492589.781250 Penalty: 2752.646484
	Iteration 69F: 3 clusters Score -492589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Entering Unmasked Estep 
Score: -546785.875000 Penalty: 1377.883545
	Iteration 0F: 2 clusters Score -546785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -542894.812500 Penalty: 2755.767090
	Iteration 0F: 3 clusters Score -542894.8 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -543927.875000 Penalty: 2755.767090
	Iteration 1F: 3 clusters Score -543927.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -544141.562500 Penalty: 2755.767090
	Iteration 2F: 3 clusters Score -544141.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -544285.000000 Penalty: 2755.767090
	Iteration 3F: 3 clusters Score -544285 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -544393.875000 Penalty: 2755.767090
	Iteration 4Q: 3 clusters Score -544393.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -544502.125000 Penalty: 2755.767090
	Iteration 5Q: 3 clusters Score -544502.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -544581.875000 Penalty: 2755.767090
	Iteration 6Q: 3 clusters Score -544581.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -544659.375000 Penalty: 2755.767090
	Iteration 7Q: 3 clusters Score -544659.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -544730.687500 Penalty: 2755.767090
	Iteration 8Q: 3 clusters Score -544730.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -544806.625000 Penalty: 2755.767090
	Iteration 9Q: 3 clusters Score -544806.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -544889.875000 Penalty: 2755.767090
	Iteration 10Q: 3 clusters Score -544889.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -544957.875000 Penalty: 2755.767090
	Iteration 11Q: 3 clusters Score -544957.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -545036.687500 Penalty: 2755.767090
	Iteration 12Q: 3 clusters Score -545036.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -545110.312500 Penalty: 2755.767090
	Iteration 13Q: 3 clusters Score -545110.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -545176.375000 Penalty: 2755.767090
	Iteration 14Q: 3 clusters Score -545176.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -545224.750000 Penalty: 2755.767090
	Iteration 15Q: 3 clusters Score -545224.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -545262.750000 Penalty: 2755.767090
	Iteration 16Q: 3 clusters Score -545262.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -545297.562500 Penalty: 2755.767090
	Iteration 17Q: 3 clusters Score -545297.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -545324.250000 Penalty: 2755.767090
	Iteration 18Q: 3 clusters Score -545324.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -545353.500000 Penalty: 2755.767090
	Iteration 19Q: 3 clusters Score -545353.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -545390.562500 Penalty: 2755.767090
	Iteration 20F: 3 clusters Score -545390.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -545423.312500 Penalty: 2755.767090
	Iteration 21Q: 3 clusters Score -545423.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -545443.937500 Penalty: 2755.767090
	Iteration 22Q: 3 clusters Score -545443.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -545459.937500 Penalty: 2755.767090
	Iteration 23Q: 3 clusters Score -545459.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -545470.437500 Penalty: 2755.767090
	Iteration 24Q: 3 clusters Score -545470.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -545478.250000 Penalty: 2755.767090
	Iteration 25Q: 3 clusters Score -545478.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -545484.187500 Penalty: 2755.767090
	Iteration 26Q: 3 clusters Score -545484.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -545487.500000 Penalty: 2755.767090
	Iteration 27Q: 3 clusters Score -545487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -545489.437500 Penalty: 2755.767090
	Iteration 28Q: 3 clusters Score -545489.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -545490.187500 Penalty: 2755.767090
	Iteration 29Q: 3 clusters Score -545490.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -545492.000000 Penalty: 2755.767090
	Iteration 30Q: 3 clusters Score -545492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -545492.500000 Penalty: 2755.767090
	Iteration 31Q: 3 clusters Score -545492.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -545492.250000 Penalty: 2755.767090
	Iteration 32Q: 3 clusters Score -545492.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -545492.250000 Penalty: 2755.767090
	Iteration 33Q: 3 clusters Score -545492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -545494.437500 Penalty: 2755.767090
	Iteration 34Q: 3 clusters Score -545494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -545494.500000 Penalty: 2755.767090
	Iteration 35Q: 3 clusters Score -545494.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -545495.062500 Penalty: 2755.767090
	Iteration 36Q: 3 clusters Score -545495.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -545494.500000 Penalty: 2755.767090
	Iteration 37Q: 3 clusters Score -545494.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -545495.062500 Penalty: 2755.767090
	Iteration 38Q: 3 clusters Score -545495.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -545496.250000 Penalty: 2755.767090
	Iteration 39Q: 3 clusters Score -545496.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -545496.250000 Penalty: 2755.767090
	Iteration 40F: 3 clusters Score -545496.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -288647.625000 Penalty: 1280.323364
	Iteration 0F: 2 clusters Score -288647.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -286176.718750 Penalty: 2560.646729
	Iteration 0F: 3 clusters Score -286176.7 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -286709.218750 Penalty: 2560.646729
	Iteration 1F: 3 clusters Score -286709.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -286845.125000 Penalty: 2560.646729
	Iteration 2F: 3 clusters Score -286845.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -286935.562500 Penalty: 2560.646729
	Iteration 3F: 3 clusters Score -286935.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -287045.656250 Penalty: 2560.646729
	Iteration 4Q: 3 clusters Score -287045.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -287154.031250 Penalty: 2560.646729
	Iteration 5Q: 3 clusters Score -287154 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -287267.093750 Penalty: 2560.646729
	Iteration 6Q: 3 clusters Score -287267.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -287387.468750 Penalty: 2560.646729
	Iteration 7Q: 3 clusters Score -287387.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -287522.812500 Penalty: 2560.646729
	Iteration 8Q: 3 clusters Score -287522.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -287670.562500 Penalty: 2560.646729
	Iteration 9Q: 3 clusters Score -287670.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -287801.187500 Penalty: 2560.646729
	Iteration 10Q: 3 clusters Score -287801.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -287930.343750 Penalty: 2560.646729
	Iteration 11Q: 3 clusters Score -287930.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -288023.125000 Penalty: 2560.646729
	Iteration 12Q: 3 clusters Score -288023.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -288076.468750 Penalty: 2560.646729
	Iteration 13Q: 3 clusters Score -288076.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -288117.187500 Penalty: 2560.646729
	Iteration 14Q: 3 clusters Score -288117.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288135.968750 Penalty: 2560.646729
	Iteration 15Q: 3 clusters Score -288136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -288147.906250 Penalty: 2560.646729
	Iteration 16Q: 3 clusters Score -288147.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -288154.343750 Penalty: 2560.646729
	Iteration 17Q: 3 clusters Score -288154.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288158.093750 Penalty: 2560.646729
	Iteration 18Q: 3 clusters Score -288158.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -288161.156250 Penalty: 2560.646729
	Iteration 19Q: 3 clusters Score -288161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -288160.968750 Penalty: 2560.646729
	Iteration 20F: 3 clusters Score -288161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -65142.917969 Penalty: 1074.456665
	Iteration 0F: 2 clusters Score -65142.92 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 399 members 
Entering Unmasked Estep 
Score: -63975.871094 Penalty: 2148.913330
	Iteration 0F: 3 clusters Score -63975.87 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -64447.031250 Penalty: 2148.913330
	Iteration 1F: 3 clusters Score -64447.03 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -64805.066406 Penalty: 2148.913330
	Iteration 2F: 3 clusters Score -64805.07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -65094.140625 Penalty: 2148.913330
	Iteration 3F: 3 clusters Score -65094.14 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -65317.921875 Penalty: 2148.913330
	Iteration 4F: 3 clusters Score -65317.92 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65511.339844 Penalty: 2148.913330
	Iteration 5Q: 3 clusters Score -65511.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -65627.453125 Penalty: 2148.913330
	Iteration 6Q: 3 clusters Score -65627.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -65709.132812 Penalty: 2148.913330
	Iteration 7Q: 3 clusters Score -65709.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65735.664062 Penalty: 2148.913330
	Iteration 8Q: 3 clusters Score -65735.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -65769.007812 Penalty: 2148.913330
	Iteration 9Q: 3 clusters Score -65769.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -65800.617188 Penalty: 2148.913330
	Iteration 10Q: 3 clusters Score -65800.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -65819.289062 Penalty: 2148.913330
	Iteration 11Q: 3 clusters Score -65819.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -65847.710938 Penalty: 2148.913330
	Iteration 12Q: 3 clusters Score -65847.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -65870.523438 Penalty: 2148.913330
	Iteration 13Q: 3 clusters Score -65870.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -65893.664062 Penalty: 2148.913330
	Iteration 14Q: 3 clusters Score -65893.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -65899.945312 Penalty: 2148.913330
	Iteration 15Q: 3 clusters Score -65899.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -65904.492188 Penalty: 2148.913330
	Iteration 16Q: 3 clusters Score -65904.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -65906.492188 Penalty: 2148.913330
	Iteration 17Q: 3 clusters Score -65906.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65907.406250 Penalty: 2148.913330
	Iteration 18Q: 3 clusters Score -65907.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -65907.406250 Penalty: 2148.913330
	Iteration 19F: 3 clusters Score -65907.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 281 members 
Entering Unmasked Estep 
Score: -40119048.000000 Penalty: 76950.445312
Splitting cluster 17 changes total score from -40119044.000000 to -40119048.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 18 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -240534.921875 Penalty: 1251.885376
	Iteration 0F: 2 clusters Score -240534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -238291.515625 Penalty: 2503.770752
	Iteration 0F: 3 clusters Score -238291.5 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -238842.000000 Penalty: 2503.770752
	Iteration 1F: 3 clusters Score -238842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -239010.625000 Penalty: 2503.770752
	Iteration 2F: 3 clusters Score -239010.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -239132.031250 Penalty: 2503.770752
	Iteration 3F: 3 clusters Score -239132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -239305.984375 Penalty: 2503.770752
	Iteration 4F: 3 clusters Score -239306 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239547.203125 Penalty: 2503.770752
	Iteration 5F: 3 clusters Score -239547.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -239957.968750 Penalty: 2503.770752
	Iteration 6F: 3 clusters Score -239958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -240278.265625 Penalty: 2503.770752
	Iteration 7F: 3 clusters Score -240278.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -240524.218750 Penalty: 2503.770752
	Iteration 8F: 3 clusters Score -240524.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -240673.984375 Penalty: 2503.770752
	Iteration 9Q: 3 clusters Score -240674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -240753.703125 Penalty: 2503.770752
	Iteration 10Q: 3 clusters Score -240753.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -240803.421875 Penalty: 2503.770752
	Iteration 11Q: 3 clusters Score -240803.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -240847.593750 Penalty: 2503.770752
	Iteration 12Q: 3 clusters Score -240847.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -240881.765625 Penalty: 2503.770752
	Iteration 13Q: 3 clusters Score -240881.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -240895.359375 Penalty: 2503.770752
	Iteration 14Q: 3 clusters Score -240895.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -240909.359375 Penalty: 2503.770752
	Iteration 15Q: 3 clusters Score -240909.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -240919.515625 Penalty: 2503.770752
	Iteration 16Q: 3 clusters Score -240919.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -240924.625000 Penalty: 2503.770752
	Iteration 17Q: 3 clusters Score -240924.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -240926.609375 Penalty: 2503.770752
	Iteration 18Q: 3 clusters Score -240926.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -240928.078125 Penalty: 2503.770752
	Iteration 19Q: 3 clusters Score -240928.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -240928.578125 Penalty: 2503.770752
	Iteration 20F: 3 clusters Score -240928.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 758 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 7180 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 1459 members 
Entering Unmasked Estep 
Score: -40118628.000000 Penalty: 79030.187500
Splitting cluster 18 changes total score from -40119044.000000 to -40118628.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Entering Unmasked Estep 
Score: -216213.359375 Penalty: 1228.851196
	Iteration 0F: 2 clusters Score -216213.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -214175.375000 Penalty: 2457.702393
	Iteration 0F: 3 clusters Score -214175.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -214641.062500 Penalty: 2457.702393
	Iteration 1F: 3 clusters Score -214641.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -214735.406250 Penalty: 2457.702393
	Iteration 2F: 3 clusters Score -214735.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -214787.250000 Penalty: 2457.702393
	Iteration 3Q: 3 clusters Score -214787.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214814.796875 Penalty: 2457.702393
	Iteration 4Q: 3 clusters Score -214814.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -214839.218750 Penalty: 2457.702393
	Iteration 5Q: 3 clusters Score -214839.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -214862.093750 Penalty: 2457.702393
	Iteration 6Q: 3 clusters Score -214862.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -214882.265625 Penalty: 2457.702393
	Iteration 7Q: 3 clusters Score -214882.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -214905.234375 Penalty: 2457.702393
	Iteration 8Q: 3 clusters Score -214905.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -214920.625000 Penalty: 2457.702393
	Iteration 9Q: 3 clusters Score -214920.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -214939.609375 Penalty: 2457.702393
	Iteration 10Q: 3 clusters Score -214939.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -214958.656250 Penalty: 2457.702393
	Iteration 11Q: 3 clusters Score -214958.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -214971.421875 Penalty: 2457.702393
	Iteration 12Q: 3 clusters Score -214971.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -214987.734375 Penalty: 2457.702393
	Iteration 13Q: 3 clusters Score -214987.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -214999.687500 Penalty: 2457.702393
	Iteration 14Q: 3 clusters Score -214999.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -215008.890625 Penalty: 2457.702393
	Iteration 15Q: 3 clusters Score -215008.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -215025.343750 Penalty: 2457.702393
	Iteration 16Q: 3 clusters Score -215025.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -215042.531250 Penalty: 2457.702393
	Iteration 17Q: 3 clusters Score -215042.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -215059.953125 Penalty: 2457.702393
	Iteration 18Q: 3 clusters Score -215060 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -215078.828125 Penalty: 2457.702393
	Iteration 19Q: 3 clusters Score -215078.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -215106.843750 Penalty: 2457.702393
	Iteration 20F: 3 clusters Score -215106.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -215128.671875 Penalty: 2457.702393
	Iteration 21Q: 3 clusters Score -215128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -215144.093750 Penalty: 2457.702393
	Iteration 22Q: 3 clusters Score -215144.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -215158.453125 Penalty: 2457.702393
	Iteration 23Q: 3 clusters Score -215158.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -215177.468750 Penalty: 2457.702393
	Iteration 24Q: 3 clusters Score -215177.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -215195.078125 Penalty: 2457.702393
	Iteration 25Q: 3 clusters Score -215195.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -215214.750000 Penalty: 2457.702393
	Iteration 26Q: 3 clusters Score -215214.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -215230.703125 Penalty: 2457.702393
	Iteration 27Q: 3 clusters Score -215230.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -215247.515625 Penalty: 2457.702393
	Iteration 28Q: 3 clusters Score -215247.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -215268.296875 Penalty: 2457.702393
	Iteration 29Q: 3 clusters Score -215268.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -215286.000000 Penalty: 2457.702393
	Iteration 30Q: 3 clusters Score -215286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -215296.953125 Penalty: 2457.702393
	Iteration 31Q: 3 clusters Score -215297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -215300.953125 Penalty: 2457.702393
	Iteration 32Q: 3 clusters Score -215301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -215305.671875 Penalty: 2457.702393
	Iteration 33Q: 3 clusters Score -215305.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -215310.015625 Penalty: 2457.702393
	Iteration 34Q: 3 clusters Score -215310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -215312.703125 Penalty: 2457.702393
	Iteration 35Q: 3 clusters Score -215312.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -215314.484375 Penalty: 2457.702393
	Iteration 36Q: 3 clusters Score -215314.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215317.890625 Penalty: 2457.702393
	Iteration 37Q: 3 clusters Score -215317.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215319.328125 Penalty: 2457.702393
	Iteration 38Q: 3 clusters Score -215319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215320.421875 Penalty: 2457.702393
	Iteration 39Q: 3 clusters Score -215320.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -215321.109375 Penalty: 2457.702393
	Iteration 40F: 3 clusters Score -215321.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Entering Unmasked Estep 
Score: -802552.875000 Penalty: 1442.846436
	Iteration 0F: 2 clusters Score -802552.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -797124.000000 Penalty: 2885.692871
	Iteration 0F: 3 clusters Score -797124 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -798922.250000 Penalty: 2885.692871
	Iteration 1F: 3 clusters Score -798922.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -799206.125000 Penalty: 2885.692871
	Iteration 2F: 3 clusters Score -799206.1 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -799488.437500 Penalty: 2885.692871
	Iteration 3F: 3 clusters Score -799488.4 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -799812.750000 Penalty: 2885.692871
	Iteration 4F: 3 clusters Score -799812.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -800292.000000 Penalty: 2885.692871
	Iteration 5F: 3 clusters Score -800292 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -801093.187500 Penalty: 2885.692871
	Iteration 6F: 3 clusters Score -801093.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -802003.125000 Penalty: 2885.692871
	Iteration 7F: 3 clusters Score -802003.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -802388.375000 Penalty: 2885.692871
	Iteration 8F: 3 clusters Score -802388.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -802551.687500 Penalty: 2885.692871
	Iteration 9Q: 3 clusters Score -802551.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -802666.875000 Penalty: 2885.692871
	Iteration 10Q: 3 clusters Score -802666.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -802774.750000 Penalty: 2885.692871
	Iteration 11Q: 3 clusters Score -802774.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -802874.625000 Penalty: 2885.692871
	Iteration 12Q: 3 clusters Score -802874.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -802971.312500 Penalty: 2885.692871
	Iteration 13Q: 3 clusters Score -802971.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -803089.875000 Penalty: 2885.692871
	Iteration 14Q: 3 clusters Score -803089.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -803235.500000 Penalty: 2885.692871
	Iteration 15Q: 3 clusters Score -803235.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -803383.125000 Penalty: 2885.692871
	Iteration 16Q: 3 clusters Score -803383.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -803498.500000 Penalty: 2885.692871
	Iteration 17Q: 3 clusters Score -803498.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -803569.625000 Penalty: 2885.692871
	Iteration 18Q: 3 clusters Score -803569.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -803603.375000 Penalty: 2885.692871
	Iteration 19Q: 3 clusters Score -803603.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -803635.750000 Penalty: 2885.692871
	Iteration 20F: 3 clusters Score -803635.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -803669.437500 Penalty: 2885.692871
	Iteration 21Q: 3 clusters Score -803669.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -803714.375000 Penalty: 2885.692871
	Iteration 22Q: 3 clusters Score -803714.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -803772.625000 Penalty: 2885.692871
	Iteration 23Q: 3 clusters Score -803772.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -803843.812500 Penalty: 2885.692871
	Iteration 24Q: 3 clusters Score -803843.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -803951.562500 Penalty: 2885.692871
	Iteration 25Q: 3 clusters Score -803951.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -804113.625000 Penalty: 2885.692871
	Iteration 26Q: 3 clusters Score -804113.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -804287.875000 Penalty: 2885.692871
	Iteration 27Q: 3 clusters Score -804287.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -804377.437500 Penalty: 2885.692871
	Iteration 28Q: 3 clusters Score -804377.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -804399.625000 Penalty: 2885.692871
	Iteration 29Q: 3 clusters Score -804399.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -804406.875000 Penalty: 2885.692871
	Iteration 30Q: 3 clusters Score -804406.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -804410.250000 Penalty: 2885.692871
	Iteration 31Q: 3 clusters Score -804410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -804411.687500 Penalty: 2885.692871
	Iteration 32Q: 3 clusters Score -804411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -804415.187500 Penalty: 2885.692871
	Iteration 33Q: 3 clusters Score -804415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -804414.375000 Penalty: 2885.692871
	Iteration 34Q: 3 clusters Score -804414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -804416.812500 Penalty: 2885.692871
	Iteration 35Q: 3 clusters Score -804416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -804415.125000 Penalty: 2885.692871
	Iteration 36Q: 3 clusters Score -804415.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -804415.687500 Penalty: 2885.692871
	Iteration 37Q: 3 clusters Score -804415.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -804415.250000 Penalty: 2885.692871
	Iteration 38Q: 3 clusters Score -804415.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -804415.500000 Penalty: 2885.692871
	Iteration 39Q: 3 clusters Score -804415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -804415.500000 Penalty: 2885.692871
	Iteration 40F: 3 clusters Score -804415.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 3751 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 5834 members 
Entering Unmasked Estep 
Score: -40120308.000000 Penalty: 79030.187500
Splitting cluster 20 changes total score from -40119044.000000 to -40120308.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 21 (3751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Entering Unmasked Estep 
Score: -416131.031250 Penalty: 1337.338867
	Iteration 0F: 2 clusters Score -416131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -412961.562500 Penalty: 2674.677734
	Iteration 0F: 3 clusters Score -412961.6 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -413921.781250 Penalty: 2674.677734
	Iteration 1F: 3 clusters Score -413921.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -414266.000000 Penalty: 2674.677734
	Iteration 2F: 3 clusters Score -414266 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -414595.500000 Penalty: 2674.677734
	Iteration 3F: 3 clusters Score -414595.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -414922.468750 Penalty: 2674.677734
	Iteration 4F: 3 clusters Score -414922.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -415294.218750 Penalty: 2674.677734
	Iteration 5F: 3 clusters Score -415294.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -415684.750000 Penalty: 2674.677734
	Iteration 6F: 3 clusters Score -415684.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -416025.000000 Penalty: 2674.677734
	Iteration 7Q: 3 clusters Score -416025 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -416281.843750 Penalty: 2674.677734
	Iteration 8Q: 3 clusters Score -416281.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -416432.468750 Penalty: 2674.677734
	Iteration 9Q: 3 clusters Score -416432.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -416525.968750 Penalty: 2674.677734
	Iteration 10Q: 3 clusters Score -416526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -416602.125000 Penalty: 2674.677734
	Iteration 11Q: 3 clusters Score -416602.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -416649.156250 Penalty: 2674.677734
	Iteration 12Q: 3 clusters Score -416649.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -416667.468750 Penalty: 2674.677734
	Iteration 13Q: 3 clusters Score -416667.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -416684.500000 Penalty: 2674.677734
	Iteration 14Q: 3 clusters Score -416684.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -416696.781250 Penalty: 2674.677734
	Iteration 15Q: 3 clusters Score -416696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -416706.593750 Penalty: 2674.677734
	Iteration 16Q: 3 clusters Score -416706.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -416713.687500 Penalty: 2674.677734
	Iteration 17Q: 3 clusters Score -416713.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -416728.750000 Penalty: 2674.677734
	Iteration 18Q: 3 clusters Score -416728.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -416739.718750 Penalty: 2674.677734
	Iteration 19Q: 3 clusters Score -416739.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -416748.406250 Penalty: 2674.677734
	Iteration 20F: 3 clusters Score -416748.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -416755.843750 Penalty: 2674.677734
	Iteration 21Q: 3 clusters Score -416755.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -416762.437500 Penalty: 2674.677734
	Iteration 22Q: 3 clusters Score -416762.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -416768.343750 Penalty: 2674.677734
	Iteration 23Q: 3 clusters Score -416768.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -416770.968750 Penalty: 2674.677734
	Iteration 24Q: 3 clusters Score -416771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -416772.000000 Penalty: 2674.677734
	Iteration 25Q: 3 clusters Score -416772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -416773.437500 Penalty: 2674.677734
	Iteration 26Q: 3 clusters Score -416773.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -416774.062500 Penalty: 2674.677734
	Iteration 27Q: 3 clusters Score -416774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -416775.687500 Penalty: 2674.677734
	Iteration 28Q: 3 clusters Score -416775.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -416777.500000 Penalty: 2674.677734
	Iteration 29Q: 3 clusters Score -416777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -416778.843750 Penalty: 2674.677734
	Iteration 30Q: 3 clusters Score -416778.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -416779.281250 Penalty: 2674.677734
	Iteration 31Q: 3 clusters Score -416779.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -416781.531250 Penalty: 2674.677734
	Iteration 32Q: 3 clusters Score -416781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -416782.437500 Penalty: 2674.677734
	Iteration 33Q: 3 clusters Score -416782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -416782.437500 Penalty: 2674.677734
	Iteration 34F: 3 clusters Score -416782.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 90068 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 1994 members 
Entering Unmasked Estep 
Score: -40120156.000000 Penalty: 81109.929688
Splitting cluster 21 changes total score from -40119044.000000 to -40120156.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 22 (16395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Entering Unmasked Estep 
Score: -1878996.125000 Penalty: 1577.018921
	Iteration 0F: 2 clusters Score -1878996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1867662.500000 Penalty: 3154.037842
	Iteration 0F: 3 clusters Score -1867662 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1871892.125000 Penalty: 3154.037842
	Iteration 1F: 3 clusters Score -1871892 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1872392.375000 Penalty: 3154.037842
	Iteration 2F: 3 clusters Score -1872392 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1872998.875000 Penalty: 3154.037842
	Iteration 3F: 3 clusters Score -1872999 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -1873741.750000 Penalty: 3154.037842
	Iteration 4F: 3 clusters Score -1873742 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -1874585.500000 Penalty: 3154.037842
	Iteration 5F: 3 clusters Score -1874586 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1875359.750000 Penalty: 3154.037842
	Iteration 6F: 3 clusters Score -1875360 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 13818 members 
Entering Unmasked Estep 
Score: -1875953.500000 Penalty: 3154.037842
	Iteration 7Q: 3 clusters Score -1875954 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1876393.500000 Penalty: 3154.037842
	Iteration 8Q: 3 clusters Score -1876394 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -1876720.375000 Penalty: 3154.037842
	Iteration 9Q: 3 clusters Score -1876720 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1876971.250000 Penalty: 3154.037842
	Iteration 10Q: 3 clusters Score -1876971 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -1877163.625000 Penalty: 3154.037842
	Iteration 11Q: 3 clusters Score -1877164 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -1877343.625000 Penalty: 3154.037842
	Iteration 12Q: 3 clusters Score -1877344 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1877500.625000 Penalty: 3154.037842
	Iteration 13Q: 3 clusters Score -1877501 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1877601.500000 Penalty: 3154.037842
	Iteration 14Q: 3 clusters Score -1877602 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -1877665.875000 Penalty: 3154.037842
	Iteration 15Q: 3 clusters Score -1877666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1877712.000000 Penalty: 3154.037842
	Iteration 16Q: 3 clusters Score -1877712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -1877752.625000 Penalty: 3154.037842
	Iteration 17Q: 3 clusters Score -1877753 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -1877800.500000 Penalty: 3154.037842
	Iteration 18Q: 3 clusters Score -1877800 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 15344 members 
Entering Unmasked Estep 
Score: -1877847.125000 Penalty: 3154.037842
	Iteration 19Q: 3 clusters Score -1877847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1877884.750000 Penalty: 3154.037842
	Iteration 20F: 3 clusters Score -1877885 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -1877917.625000 Penalty: 3154.037842
	Iteration 21Q: 3 clusters Score -1877918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -1877947.250000 Penalty: 3154.037842
	Iteration 22Q: 3 clusters Score -1877947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -1877979.125000 Penalty: 3154.037842
	Iteration 23Q: 3 clusters Score -1877979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -1878005.250000 Penalty: 3154.037842
	Iteration 24Q: 3 clusters Score -1878005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1878019.125000 Penalty: 3154.037842
	Iteration 25Q: 3 clusters Score -1878019 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1878037.750000 Penalty: 3154.037842
	Iteration 26Q: 3 clusters Score -1878038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1878041.375000 Penalty: 3154.037842
	Iteration 27Q: 3 clusters Score -1878041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1878053.875000 Penalty: 3154.037842
	Iteration 28Q: 3 clusters Score -1878054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1878059.625000 Penalty: 3154.037842
	Iteration 29Q: 3 clusters Score -1878060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -1878063.000000 Penalty: 3154.037842
	Iteration 30Q: 3 clusters Score -1878063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1878066.375000 Penalty: 3154.037842
	Iteration 31Q: 3 clusters Score -1878066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1878068.750000 Penalty: 3154.037842
	Iteration 32Q: 3 clusters Score -1878069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1878069.500000 Penalty: 3154.037842
	Iteration 33Q: 3 clusters Score -1878070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1878069.750000 Penalty: 3154.037842
	Iteration 34Q: 3 clusters Score -1878070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -1878074.000000 Penalty: 3154.037842
	Iteration 35Q: 3 clusters Score -1878074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -1878074.125000 Penalty: 3154.037842
	Iteration 36Q: 3 clusters Score -1878074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1878074.250000 Penalty: 3154.037842
	Iteration 37Q: 3 clusters Score -1878074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1878075.000000 Penalty: 3154.037842
	Iteration 38Q: 3 clusters Score -1878075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1878074.250000 Penalty: 3154.037842
	Iteration 39Q: 3 clusters Score -1878074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -1878074.250000 Penalty: 3154.037842
	Iteration 40F: 3 clusters Score -1878074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (90068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90068 members 
Entering Unmasked Estep 
Score: -10331359.000000 Penalty: 1853.852051
	Iteration 0F: 2 clusters Score -1.033136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -10271465.000000 Penalty: 3707.704102
	Iteration 0F: 3 clusters Score -1.027146e+07 nChanged 42920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -10296514.000000 Penalty: 3707.704102
	Iteration 1F: 3 clusters Score -1.029651e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -10297657.000000 Penalty: 3707.704102
	Iteration 2Q: 3 clusters Score -1.029766e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 40952 members 
Entering Unmasked Estep 
Score: -10299092.000000 Penalty: 3707.704102
	Iteration 3Q: 3 clusters Score -1.029909e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -10301141.000000 Penalty: 3707.704102
	Iteration 4Q: 3 clusters Score -1.030114e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53796 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -10303883.000000 Penalty: 3707.704102
	Iteration 5F: 3 clusters Score -1.030388e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -10307489.000000 Penalty: 3707.704102
	Iteration 6F: 3 clusters Score -1.030749e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -10311398.000000 Penalty: 3707.704102
	Iteration 7F: 3 clusters Score -1.03114e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61912 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10314714.000000 Penalty: 3707.704102
	Iteration 8F: 3 clusters Score -1.031471e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -10316516.000000 Penalty: 3707.704102
	Iteration 9Q: 3 clusters Score -1.031652e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65362 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -10317593.000000 Penalty: 3707.704102
	Iteration 10Q: 3 clusters Score -1.031759e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -10318202.000000 Penalty: 3707.704102
	Iteration 11Q: 3 clusters Score -1.03182e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68643 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -10318864.000000 Penalty: 3707.704102
	Iteration 12Q: 3 clusters Score -1.031886e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70310 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -10319517.000000 Penalty: 3707.704102
	Iteration 13Q: 3 clusters Score -1.031952e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -10320238.000000 Penalty: 3707.704102
	Iteration 14Q: 3 clusters Score -1.032024e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73634 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -10320867.000000 Penalty: 3707.704102
	Iteration 15Q: 3 clusters Score -1.032087e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75264 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -10321548.000000 Penalty: 3707.704102
	Iteration 16Q: 3 clusters Score -1.032155e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76862 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -10322316.000000 Penalty: 3707.704102
	Iteration 17Q: 3 clusters Score -1.032232e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78418 members 
Mstep: Class 2 contains 11650 members 
Entering Unmasked Estep 
Score: -10323102.000000 Penalty: 3707.704102
	Iteration 18Q: 3 clusters Score -1.03231e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79889 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -10323938.000000 Penalty: 3707.704102
	Iteration 19Q: 3 clusters Score -1.032394e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81351 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -10324799.000000 Penalty: 3707.704102
	Iteration 20F: 3 clusters Score -1.03248e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82699 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -10325572.000000 Penalty: 3707.704102
	Iteration 21Q: 3 clusters Score -1.032557e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -10326444.000000 Penalty: 3707.704102
	Iteration 22Q: 3 clusters Score -1.032644e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85127 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -10327392.000000 Penalty: 3707.704102
	Iteration 23Q: 3 clusters Score -1.032739e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86191 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -10328361.000000 Penalty: 3707.704102
	Iteration 24Q: 3 clusters Score -1.032836e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -10329505.000000 Penalty: 3707.704102
	Iteration 25Q: 3 clusters Score -1.03295e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -10330759.000000 Penalty: 3707.704102
	Iteration 26Q: 3 clusters Score -1.033076e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88751 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -10332365.000000 Penalty: 3707.704102
	Iteration 27Q: 3 clusters Score -1.033236e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -10334619.000000 Penalty: 3707.704102
	Iteration 28Q: 3 clusters Score -1.033462e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89556 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -10339369.000000 Penalty: 3707.704102
	Iteration 29Q: 3 clusters Score -1.033937e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89635 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -10343078.000000 Penalty: 3707.704102
	Iteration 30Q: 3 clusters Score -1.034308e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89656 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10343594.000000 Penalty: 3707.704102
	Iteration 31Q: 3 clusters Score -1.034359e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89669 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -10343888.000000 Penalty: 3707.704102
	Iteration 32Q: 3 clusters Score -1.034389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -10344159.000000 Penalty: 3707.704102
	Iteration 33Q: 3 clusters Score -1.034416e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89686 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10344324.000000 Penalty: 3707.704102
	Iteration 34Q: 3 clusters Score -1.034432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10344351.000000 Penalty: 3707.704102
	Iteration 35Q: 3 clusters Score -1.034435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89688 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10344351.000000 Penalty: 3707.704102
	Iteration 36F: 3 clusters Score -1.034435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 89688 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 4542 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 1994 members 
Mstep: Class 40 contains 380 members 
Entering Unmasked Estep 
Score: -40132704.000000 Penalty: 83189.664062
Splitting cluster 23 changes total score from -40119044.000000 to -40132704.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -748332.125000 Penalty: 1427.500977
	Iteration 0F: 2 clusters Score -748332.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -743357.625000 Penalty: 2855.001953
	Iteration 0F: 3 clusters Score -743357.6 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -744711.187500 Penalty: 2855.001953
	Iteration 1F: 3 clusters Score -744711.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -744916.312500 Penalty: 2855.001953
	Iteration 2F: 3 clusters Score -744916.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -745054.125000 Penalty: 2855.001953
	Iteration 3F: 3 clusters Score -745054.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -745179.562500 Penalty: 2855.001953
	Iteration 4Q: 3 clusters Score -745179.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -745292.500000 Penalty: 2855.001953
	Iteration 5Q: 3 clusters Score -745292.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -745398.437500 Penalty: 2855.001953
	Iteration 6Q: 3 clusters Score -745398.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -745498.625000 Penalty: 2855.001953
	Iteration 7Q: 3 clusters Score -745498.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -745575.062500 Penalty: 2855.001953
	Iteration 8Q: 3 clusters Score -745575.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -745633.000000 Penalty: 2855.001953
	Iteration 9Q: 3 clusters Score -745633 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -745670.250000 Penalty: 2855.001953
	Iteration 10Q: 3 clusters Score -745670.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -745703.625000 Penalty: 2855.001953
	Iteration 11Q: 3 clusters Score -745703.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -745733.000000 Penalty: 2855.001953
	Iteration 12Q: 3 clusters Score -745733 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -745769.562500 Penalty: 2855.001953
	Iteration 13Q: 3 clusters Score -745769.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -745804.500000 Penalty: 2855.001953
	Iteration 14Q: 3 clusters Score -745804.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -745840.562500 Penalty: 2855.001953
	Iteration 15Q: 3 clusters Score -745840.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -745876.562500 Penalty: 2855.001953
	Iteration 16Q: 3 clusters Score -745876.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -745912.937500 Penalty: 2855.001953
	Iteration 17Q: 3 clusters Score -745912.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -745945.437500 Penalty: 2855.001953
	Iteration 18Q: 3 clusters Score -745945.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -745987.500000 Penalty: 2855.001953
	Iteration 19Q: 3 clusters Score -745987.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -746023.125000 Penalty: 2855.001953
	Iteration 20F: 3 clusters Score -746023.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -746049.812500 Penalty: 2855.001953
	Iteration 21Q: 3 clusters Score -746049.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -746071.000000 Penalty: 2855.001953
	Iteration 22Q: 3 clusters Score -746071 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -746096.312500 Penalty: 2855.001953
	Iteration 23Q: 3 clusters Score -746096.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -746120.625000 Penalty: 2855.001953
	Iteration 24Q: 3 clusters Score -746120.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -746144.375000 Penalty: 2855.001953
	Iteration 25Q: 3 clusters Score -746144.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -746171.062500 Penalty: 2855.001953
	Iteration 26Q: 3 clusters Score -746171.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -746187.812500 Penalty: 2855.001953
	Iteration 27Q: 3 clusters Score -746187.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -746206.125000 Penalty: 2855.001953
	Iteration 28Q: 3 clusters Score -746206.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -746221.250000 Penalty: 2855.001953
	Iteration 29Q: 3 clusters Score -746221.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -746242.375000 Penalty: 2855.001953
	Iteration 30Q: 3 clusters Score -746242.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -746260.000000 Penalty: 2855.001953
	Iteration 31Q: 3 clusters Score -746260 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -746267.687500 Penalty: 2855.001953
	Iteration 32Q: 3 clusters Score -746267.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -746276.500000 Penalty: 2855.001953
	Iteration 33Q: 3 clusters Score -746276.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -746286.562500 Penalty: 2855.001953
	Iteration 34Q: 3 clusters Score -746286.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -746291.500000 Penalty: 2855.001953
	Iteration 35Q: 3 clusters Score -746291.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -746295.562500 Penalty: 2855.001953
	Iteration 36Q: 3 clusters Score -746295.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -746300.062500 Penalty: 2855.001953
	Iteration 37Q: 3 clusters Score -746300.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -746306.625000 Penalty: 2855.001953
	Iteration 38Q: 3 clusters Score -746306.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -746314.875000 Penalty: 2855.001953
	Iteration 39Q: 3 clusters Score -746314.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -746322.312500 Penalty: 2855.001953
	Iteration 40F: 3 clusters Score -746322.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -746331.375000 Penalty: 2855.001953
	Iteration 41Q: 3 clusters Score -746331.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -746341.375000 Penalty: 2855.001953
	Iteration 42Q: 3 clusters Score -746341.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -746349.625000 Penalty: 2855.001953
	Iteration 43Q: 3 clusters Score -746349.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -746358.687500 Penalty: 2855.001953
	Iteration 44Q: 3 clusters Score -746358.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -746363.562500 Penalty: 2855.001953
	Iteration 45Q: 3 clusters Score -746363.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -746367.187500 Penalty: 2855.001953
	Iteration 46Q: 3 clusters Score -746367.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -746376.062500 Penalty: 2855.001953
	Iteration 47Q: 3 clusters Score -746376.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -746379.687500 Penalty: 2855.001953
	Iteration 48Q: 3 clusters Score -746379.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -746386.250000 Penalty: 2855.001953
	Iteration 49Q: 3 clusters Score -746386.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -746389.437500 Penalty: 2855.001953
	Iteration 50Q: 3 clusters Score -746389.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -746394.375000 Penalty: 2855.001953
	Iteration 51Q: 3 clusters Score -746394.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -746397.750000 Penalty: 2855.001953
	Iteration 52Q: 3 clusters Score -746397.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -746402.000000 Penalty: 2855.001953
	Iteration 53Q: 3 clusters Score -746402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -746409.000000 Penalty: 2855.001953
	Iteration 54Q: 3 clusters Score -746409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -746413.375000 Penalty: 2855.001953
	Iteration 55Q: 3 clusters Score -746413.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -746417.812500 Penalty: 2855.001953
	Iteration 56Q: 3 clusters Score -746417.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -746425.375000 Penalty: 2855.001953
	Iteration 57Q: 3 clusters Score -746425.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -746428.875000 Penalty: 2855.001953
	Iteration 58Q: 3 clusters Score -746428.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -746433.562500 Penalty: 2855.001953
	Iteration 59Q: 3 clusters Score -746433.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -746438.562500 Penalty: 2855.001953
	Iteration 60F: 3 clusters Score -746438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -746443.500000 Penalty: 2855.001953
	Iteration 61Q: 3 clusters Score -746443.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -746446.312500 Penalty: 2855.001953
	Iteration 62Q: 3 clusters Score -746446.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -746450.437500 Penalty: 2855.001953
	Iteration 63Q: 3 clusters Score -746450.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -746454.312500 Penalty: 2855.001953
	Iteration 64Q: 3 clusters Score -746454.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -746459.437500 Penalty: 2855.001953
	Iteration 65Q: 3 clusters Score -746459.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -746462.062500 Penalty: 2855.001953
	Iteration 66Q: 3 clusters Score -746462.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -746464.375000 Penalty: 2855.001953
	Iteration 67Q: 3 clusters Score -746464.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -746469.375000 Penalty: 2855.001953
	Iteration 68Q: 3 clusters Score -746469.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -746479.625000 Penalty: 2855.001953
	Iteration 69Q: 3 clusters Score -746479.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -746486.937500 Penalty: 2855.001953
	Iteration 70Q: 3 clusters Score -746486.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -746488.875000 Penalty: 2855.001953
	Iteration 71Q: 3 clusters Score -746488.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -746495.937500 Penalty: 2855.001953
	Iteration 72Q: 3 clusters Score -746495.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -746502.125000 Penalty: 2855.001953
	Iteration 73Q: 3 clusters Score -746502.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -746508.562500 Penalty: 2855.001953
	Iteration 74Q: 3 clusters Score -746508.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -746514.875000 Penalty: 2855.001953
	Iteration 75Q: 3 clusters Score -746514.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -746520.750000 Penalty: 2855.001953
	Iteration 76Q: 3 clusters Score -746520.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -746525.625000 Penalty: 2855.001953
	Iteration 77Q: 3 clusters Score -746525.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -746530.000000 Penalty: 2855.001953
	Iteration 78Q: 3 clusters Score -746530 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -746540.812500 Penalty: 2855.001953
	Iteration 79Q: 3 clusters Score -746540.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -746550.687500 Penalty: 2855.001953
	Iteration 80F: 3 clusters Score -746550.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -746562.062500 Penalty: 2855.001953
	Iteration 81Q: 3 clusters Score -746562.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -746575.937500 Penalty: 2855.001953
	Iteration 82Q: 3 clusters Score -746575.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -746584.687500 Penalty: 2855.001953
	Iteration 83Q: 3 clusters Score -746584.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -746591.562500 Penalty: 2855.001953
	Iteration 84Q: 3 clusters Score -746591.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -746598.375000 Penalty: 2855.001953
	Iteration 85Q: 3 clusters Score -746598.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -746609.875000 Penalty: 2855.001953
	Iteration 86Q: 3 clusters Score -746609.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -746618.312500 Penalty: 2855.001953
	Iteration 87Q: 3 clusters Score -746618.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -746627.625000 Penalty: 2855.001953
	Iteration 88Q: 3 clusters Score -746627.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -746636.250000 Penalty: 2855.001953
	Iteration 89Q: 3 clusters Score -746636.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -746644.937500 Penalty: 2855.001953
	Iteration 90Q: 3 clusters Score -746644.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -746655.312500 Penalty: 2855.001953
	Iteration 91Q: 3 clusters Score -746655.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -746664.062500 Penalty: 2855.001953
	Iteration 92Q: 3 clusters Score -746664.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -746678.187500 Penalty: 2855.001953
	Iteration 93Q: 3 clusters Score -746678.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -746696.500000 Penalty: 2855.001953
	Iteration 94Q: 3 clusters Score -746696.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -746717.750000 Penalty: 2855.001953
	Iteration 95Q: 3 clusters Score -746717.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -746738.687500 Penalty: 2855.001953
	Iteration 96Q: 3 clusters Score -746738.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -746758.562500 Penalty: 2855.001953
	Iteration 97Q: 3 clusters Score -746758.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -746783.500000 Penalty: 2855.001953
	Iteration 98Q: 3 clusters Score -746783.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -746814.937500 Penalty: 2855.001953
	Iteration 99Q: 3 clusters Score -746814.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -746853.062500 Penalty: 2855.001953
	Iteration 100F: 3 clusters Score -746853.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -746892.312500 Penalty: 2855.001953
	Iteration 101Q: 3 clusters Score -746892.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -746923.062500 Penalty: 2855.001953
	Iteration 102Q: 3 clusters Score -746923.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -746939.687500 Penalty: 2855.001953
	Iteration 103Q: 3 clusters Score -746939.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -746956.062500 Penalty: 2855.001953
	Iteration 104Q: 3 clusters Score -746956.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -746982.062500 Penalty: 2855.001953
	Iteration 105Q: 3 clusters Score -746982.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -747009.437500 Penalty: 2855.001953
	Iteration 106Q: 3 clusters Score -747009.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -747026.375000 Penalty: 2855.001953
	Iteration 107Q: 3 clusters Score -747026.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -747041.312500 Penalty: 2855.001953
	Iteration 108Q: 3 clusters Score -747041.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -747055.062500 Penalty: 2855.001953
	Iteration 109Q: 3 clusters Score -747055.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -747072.687500 Penalty: 2855.001953
	Iteration 110Q: 3 clusters Score -747072.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -747089.062500 Penalty: 2855.001953
	Iteration 111Q: 3 clusters Score -747089.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -747102.875000 Penalty: 2855.001953
	Iteration 112Q: 3 clusters Score -747102.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -747111.312500 Penalty: 2855.001953
	Iteration 113Q: 3 clusters Score -747111.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -747118.500000 Penalty: 2855.001953
	Iteration 114Q: 3 clusters Score -747118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -747124.312500 Penalty: 2855.001953
	Iteration 115Q: 3 clusters Score -747124.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -747127.000000 Penalty: 2855.001953
	Iteration 116Q: 3 clusters Score -747127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -747133.937500 Penalty: 2855.001953
	Iteration 117Q: 3 clusters Score -747133.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -747140.687500 Penalty: 2855.001953
	Iteration 118Q: 3 clusters Score -747140.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -747147.312500 Penalty: 2855.001953
	Iteration 119Q: 3 clusters Score -747147.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -747151.187500 Penalty: 2855.001953
	Iteration 120F: 3 clusters Score -747151.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -747155.250000 Penalty: 2855.001953
	Iteration 121Q: 3 clusters Score -747155.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -747156.812500 Penalty: 2855.001953
	Iteration 122Q: 3 clusters Score -747156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -747157.687500 Penalty: 2855.001953
	Iteration 123Q: 3 clusters Score -747157.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -747158.750000 Penalty: 2855.001953
	Iteration 124Q: 3 clusters Score -747158.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -747160.687500 Penalty: 2855.001953
	Iteration 125Q: 3 clusters Score -747160.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -747162.437500 Penalty: 2855.001953
	Iteration 126Q: 3 clusters Score -747162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -747165.500000 Penalty: 2855.001953
	Iteration 127Q: 3 clusters Score -747165.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -747172.437500 Penalty: 2855.001953
	Iteration 128Q: 3 clusters Score -747172.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -747174.812500 Penalty: 2855.001953
	Iteration 129Q: 3 clusters Score -747174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -747178.562500 Penalty: 2855.001953
	Iteration 130Q: 3 clusters Score -747178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -747180.562500 Penalty: 2855.001953
	Iteration 131Q: 3 clusters Score -747180.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -747180.312500 Penalty: 2855.001953
	Iteration 132Q: 3 clusters Score -747180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -747181.375000 Penalty: 2855.001953
	Iteration 133Q: 3 clusters Score -747181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -747184.687500 Penalty: 2855.001953
	Iteration 134Q: 3 clusters Score -747184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -747184.687500 Penalty: 2855.001953
	Iteration 135Q: 3 clusters Score -747184.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -747185.312500 Penalty: 2855.001953
	Iteration 136Q: 3 clusters Score -747185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -747185.312500 Penalty: 2855.001953
	Iteration 137F: 3 clusters Score -747185.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Entering Unmasked Estep 
Score: -5130132.500000 Penalty: 1737.311646
	Iteration 0F: 2 clusters Score -5130132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -5100442.500000 Penalty: 3474.623291
	Iteration 0F: 3 clusters Score -5100442 nChanged 20619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -5111911.500000 Penalty: 3474.623291
	Iteration 1F: 3 clusters Score -5111912 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -5112382.500000 Penalty: 3474.623291
	Iteration 2Q: 3 clusters Score -5112382 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5112991.500000 Penalty: 3474.623291
	Iteration 3Q: 3 clusters Score -5112992 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -5113710.500000 Penalty: 3474.623291
	Iteration 4Q: 3 clusters Score -5113710 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -5114646.000000 Penalty: 3474.623291
	Iteration 5Q: 3 clusters Score -5114646 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5115865.000000 Penalty: 3474.623291
	Iteration 6F: 3 clusters Score -5115865 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5117406.000000 Penalty: 3474.623291
	Iteration 7F: 3 clusters Score -5117406 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -5119134.000000 Penalty: 3474.623291
	Iteration 8F: 3 clusters Score -5119134 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -5121116.000000 Penalty: 3474.623291
	Iteration 9F: 3 clusters Score -5121116 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28802 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -5122834.500000 Penalty: 3474.623291
	Iteration 10F: 3 clusters Score -5122834 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -5124097.500000 Penalty: 3474.623291
	Iteration 11Q: 3 clusters Score -5124098 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -5124912.500000 Penalty: 3474.623291
	Iteration 12Q: 3 clusters Score -5124912 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -5125395.000000 Penalty: 3474.623291
	Iteration 13Q: 3 clusters Score -5125395 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32512 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -5125788.000000 Penalty: 3474.623291
	Iteration 14Q: 3 clusters Score -5125788 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -5126192.500000 Penalty: 3474.623291
	Iteration 15Q: 3 clusters Score -5126192 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -5126503.000000 Penalty: 3474.623291
	Iteration 16Q: 3 clusters Score -5126503 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -5126785.500000 Penalty: 3474.623291
	Iteration 17Q: 3 clusters Score -5126786 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -5127026.500000 Penalty: 3474.623291
	Iteration 18Q: 3 clusters Score -5127026 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -5127227.000000 Penalty: 3474.623291
	Iteration 19Q: 3 clusters Score -5127227 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -5127406.000000 Penalty: 3474.623291
	Iteration 20F: 3 clusters Score -5127406 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -5127571.000000 Penalty: 3474.623291
	Iteration 21Q: 3 clusters Score -5127571 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37341 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5127709.500000 Penalty: 3474.623291
	Iteration 22Q: 3 clusters Score -5127710 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -5127847.500000 Penalty: 3474.623291
	Iteration 23Q: 3 clusters Score -5127848 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5127974.500000 Penalty: 3474.623291
	Iteration 24Q: 3 clusters Score -5127974 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38497 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -5128089.000000 Penalty: 3474.623291
	Iteration 25Q: 3 clusters Score -5128089 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5128192.500000 Penalty: 3474.623291
	Iteration 26Q: 3 clusters Score -5128192 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -5128308.000000 Penalty: 3474.623291
	Iteration 27Q: 3 clusters Score -5128308 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -5128388.000000 Penalty: 3474.623291
	Iteration 28Q: 3 clusters Score -5128388 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -5128463.000000 Penalty: 3474.623291
	Iteration 29Q: 3 clusters Score -5128463 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -5128546.000000 Penalty: 3474.623291
	Iteration 30Q: 3 clusters Score -5128546 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -5128595.000000 Penalty: 3474.623291
	Iteration 31Q: 3 clusters Score -5128595 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -5128643.000000 Penalty: 3474.623291
	Iteration 32Q: 3 clusters Score -5128643 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40556 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -5128694.500000 Penalty: 3474.623291
	Iteration 33Q: 3 clusters Score -5128694 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -5128717.000000 Penalty: 3474.623291
	Iteration 34Q: 3 clusters Score -5128717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -5128730.500000 Penalty: 3474.623291
	Iteration 35Q: 3 clusters Score -5128730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5128757.000000 Penalty: 3474.623291
	Iteration 36Q: 3 clusters Score -5128757 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41002 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5128762.000000 Penalty: 3474.623291
	Iteration 37Q: 3 clusters Score -5128762 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -5128769.500000 Penalty: 3474.623291
	Iteration 38Q: 3 clusters Score -5128770 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5128802.000000 Penalty: 3474.623291
	Iteration 39Q: 3 clusters Score -5128802 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -5128809.000000 Penalty: 3474.623291
	Iteration 40F: 3 clusters Score -5128809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41322 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -5128835.500000 Penalty: 3474.623291
	Iteration 41Q: 3 clusters Score -5128836 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -5128866.000000 Penalty: 3474.623291
	Iteration 42Q: 3 clusters Score -5128866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -5128862.500000 Penalty: 3474.623291
	Iteration 43Q: 3 clusters Score -5128862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -5128878.000000 Penalty: 3474.623291
	Iteration 44Q: 3 clusters Score -5128878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -5128888.000000 Penalty: 3474.623291
	Iteration 45Q: 3 clusters Score -5128888 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -5128888.000000 Penalty: 3474.623291
	Iteration 46Q: 3 clusters Score -5128888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -5128881.000000 Penalty: 3474.623291
	Iteration 47Q: 3 clusters Score -5128881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -5128889.000000 Penalty: 3474.623291
	Iteration 48Q: 3 clusters Score -5128889 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -5128891.500000 Penalty: 3474.623291
	Iteration 49Q: 3 clusters Score -5128892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -5128918.500000 Penalty: 3474.623291
	Iteration 50Q: 3 clusters Score -5128918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -5128920.500000 Penalty: 3474.623291
	Iteration 51Q: 3 clusters Score -5128920 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -5128934.000000 Penalty: 3474.623291
	Iteration 52Q: 3 clusters Score -5128934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -5128925.500000 Penalty: 3474.623291
	Iteration 53Q: 3 clusters Score -5128926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5128929.000000 Penalty: 3474.623291
	Iteration 54Q: 3 clusters Score -5128929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5128931.000000 Penalty: 3474.623291
	Iteration 55Q: 3 clusters Score -5128931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -5128925.500000 Penalty: 3474.623291
	Iteration 56Q: 3 clusters Score -5128926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -5128926.000000 Penalty: 3474.623291
	Iteration 57Q: 3 clusters Score -5128926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5128936.000000 Penalty: 3474.623291
	Iteration 58Q: 3 clusters Score -5128936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -5128939.500000 Penalty: 3474.623291
	Iteration 59Q: 3 clusters Score -5128940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41943 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -5128944.000000 Penalty: 3474.623291
	Iteration 60F: 3 clusters Score -5128944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5128943.500000 Penalty: 3474.623291
	Iteration 61Q: 3 clusters Score -5128944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -5128952.000000 Penalty: 3474.623291
	Iteration 62Q: 3 clusters Score -5128952 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -5128954.000000 Penalty: 3474.623291
	Iteration 63Q: 3 clusters Score -5128954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5128957.000000 Penalty: 3474.623291
	Iteration 64Q: 3 clusters Score -5128957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -5128959.500000 Penalty: 3474.623291
	Iteration 65Q: 3 clusters Score -5128960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -5128960.000000 Penalty: 3474.623291
	Iteration 66Q: 3 clusters Score -5128960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42028 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5128967.000000 Penalty: 3474.623291
	Iteration 67Q: 3 clusters Score -5128967 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -5128968.000000 Penalty: 3474.623291
	Iteration 68Q: 3 clusters Score -5128968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5128969.000000 Penalty: 3474.623291
	Iteration 69Q: 3 clusters Score -5128969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -5128972.500000 Penalty: 3474.623291
	Iteration 70Q: 3 clusters Score -5128972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -5128970.500000 Penalty: 3474.623291
	Iteration 71Q: 3 clusters Score -5128970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5128966.500000 Penalty: 3474.623291
	Iteration 72Q: 3 clusters Score -5128966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5128969.000000 Penalty: 3474.623291
	Iteration 73Q: 3 clusters Score -5128969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5128971.500000 Penalty: 3474.623291
	Iteration 74Q: 3 clusters Score -5128972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -5128977.500000 Penalty: 3474.623291
	Iteration 75Q: 3 clusters Score -5128978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -5128974.500000 Penalty: 3474.623291
	Iteration 76Q: 3 clusters Score -5128974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5128984.500000 Penalty: 3474.623291
	Iteration 77Q: 3 clusters Score -5128984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -5128985.500000 Penalty: 3474.623291
	Iteration 78Q: 3 clusters Score -5128986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -5128987.000000 Penalty: 3474.623291
	Iteration 79Q: 3 clusters Score -5128987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -5128986.500000 Penalty: 3474.623291
	Iteration 80F: 3 clusters Score -5128986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5128987.000000 Penalty: 3474.623291
	Iteration 81Q: 3 clusters Score -5128987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -5128987.000000 Penalty: 3474.623291
	Iteration 82F: 3 clusters Score -5128987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -180917.437500 Penalty: 1203.787720
	Iteration 0F: 2 clusters Score -180917.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -179090.171875 Penalty: 2407.575439
	Iteration 0F: 3 clusters Score -179090.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -179449.343750 Penalty: 2407.575439
	Iteration 1F: 3 clusters Score -179449.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -179545.203125 Penalty: 2407.575439
	Iteration 2F: 3 clusters Score -179545.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -179612.906250 Penalty: 2407.575439
	Iteration 3F: 3 clusters Score -179612.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -179675.328125 Penalty: 2407.575439
	Iteration 4Q: 3 clusters Score -179675.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -179731.937500 Penalty: 2407.575439
	Iteration 5Q: 3 clusters Score -179731.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -179778.968750 Penalty: 2407.575439
	Iteration 6Q: 3 clusters Score -179779 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -179822.750000 Penalty: 2407.575439
	Iteration 7Q: 3 clusters Score -179822.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -179868.968750 Penalty: 2407.575439
	Iteration 8Q: 3 clusters Score -179869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -179917.250000 Penalty: 2407.575439
	Iteration 9Q: 3 clusters Score -179917.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -179974.671875 Penalty: 2407.575439
	Iteration 10Q: 3 clusters Score -179974.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -180043.718750 Penalty: 2407.575439
	Iteration 11Q: 3 clusters Score -180043.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -180099.156250 Penalty: 2407.575439
	Iteration 12Q: 3 clusters Score -180099.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -180150.921875 Penalty: 2407.575439
	Iteration 13Q: 3 clusters Score -180150.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -180185.171875 Penalty: 2407.575439
	Iteration 14Q: 3 clusters Score -180185.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -180205.812500 Penalty: 2407.575439
	Iteration 15Q: 3 clusters Score -180205.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -180230.468750 Penalty: 2407.575439
	Iteration 16Q: 3 clusters Score -180230.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -180250.968750 Penalty: 2407.575439
	Iteration 17Q: 3 clusters Score -180251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -180263.187500 Penalty: 2407.575439
	Iteration 18Q: 3 clusters Score -180263.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -180274.890625 Penalty: 2407.575439
	Iteration 19Q: 3 clusters Score -180274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -180288.734375 Penalty: 2407.575439
	Iteration 20F: 3 clusters Score -180288.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -180301.734375 Penalty: 2407.575439
	Iteration 21Q: 3 clusters Score -180301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -180304.265625 Penalty: 2407.575439
	Iteration 22Q: 3 clusters Score -180304.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -180307.015625 Penalty: 2407.575439
	Iteration 23Q: 3 clusters Score -180307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -180311.546875 Penalty: 2407.575439
	Iteration 24Q: 3 clusters Score -180311.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -180314.125000 Penalty: 2407.575439
	Iteration 25Q: 3 clusters Score -180314.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -180317.937500 Penalty: 2407.575439
	Iteration 26Q: 3 clusters Score -180317.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -180319.781250 Penalty: 2407.575439
	Iteration 27Q: 3 clusters Score -180319.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -180319.781250 Penalty: 2407.575439
	Iteration 28F: 3 clusters Score -180319.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -317315.937500 Penalty: 1288.307495
	Iteration 0F: 2 clusters Score -317315.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -314746.406250 Penalty: 2576.614990
	Iteration 0F: 3 clusters Score -314746.4 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -315310.187500 Penalty: 2576.614990
	Iteration 1F: 3 clusters Score -315310.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -315430.437500 Penalty: 2576.614990
	Iteration 2F: 3 clusters Score -315430.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -315514.375000 Penalty: 2576.614990
	Iteration 3F: 3 clusters Score -315514.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -315568.875000 Penalty: 2576.614990
	Iteration 4Q: 3 clusters Score -315568.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -315621.437500 Penalty: 2576.614990
	Iteration 5Q: 3 clusters Score -315621.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -315662.468750 Penalty: 2576.614990
	Iteration 6Q: 3 clusters Score -315662.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -315689.968750 Penalty: 2576.614990
	Iteration 7Q: 3 clusters Score -315690 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -315710.343750 Penalty: 2576.614990
	Iteration 8Q: 3 clusters Score -315710.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -315720.218750 Penalty: 2576.614990
	Iteration 9Q: 3 clusters Score -315720.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -315727.843750 Penalty: 2576.614990
	Iteration 10Q: 3 clusters Score -315727.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -315731.750000 Penalty: 2576.614990
	Iteration 11Q: 3 clusters Score -315731.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -315734.343750 Penalty: 2576.614990
	Iteration 12Q: 3 clusters Score -315734.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -315737.656250 Penalty: 2576.614990
	Iteration 13Q: 3 clusters Score -315737.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -315739.718750 Penalty: 2576.614990
	Iteration 14Q: 3 clusters Score -315739.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -315743.031250 Penalty: 2576.614990
	Iteration 15Q: 3 clusters Score -315743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -315745.000000 Penalty: 2576.614990
	Iteration 16Q: 3 clusters Score -315745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -315747.062500 Penalty: 2576.614990
	Iteration 17Q: 3 clusters Score -315747.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -315748.718750 Penalty: 2576.614990
	Iteration 18Q: 3 clusters Score -315748.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -315749.937500 Penalty: 2576.614990
	Iteration 19Q: 3 clusters Score -315749.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -315751.937500 Penalty: 2576.614990
	Iteration 20F: 3 clusters Score -315751.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -315756.656250 Penalty: 2576.614990
	Iteration 21Q: 3 clusters Score -315756.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -315765.093750 Penalty: 2576.614990
	Iteration 22Q: 3 clusters Score -315765.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -315775.312500 Penalty: 2576.614990
	Iteration 23Q: 3 clusters Score -315775.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -315782.875000 Penalty: 2576.614990
	Iteration 24Q: 3 clusters Score -315782.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -315789.937500 Penalty: 2576.614990
	Iteration 25Q: 3 clusters Score -315789.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -315796.218750 Penalty: 2576.614990
	Iteration 26Q: 3 clusters Score -315796.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -315804.406250 Penalty: 2576.614990
	Iteration 27Q: 3 clusters Score -315804.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -315813.031250 Penalty: 2576.614990
	Iteration 28Q: 3 clusters Score -315813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -315826.218750 Penalty: 2576.614990
	Iteration 29Q: 3 clusters Score -315826.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -315841.625000 Penalty: 2576.614990
	Iteration 30Q: 3 clusters Score -315841.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -315859.718750 Penalty: 2576.614990
	Iteration 31Q: 3 clusters Score -315859.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -315875.062500 Penalty: 2576.614990
	Iteration 32Q: 3 clusters Score -315875.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -315889.562500 Penalty: 2576.614990
	Iteration 33Q: 3 clusters Score -315889.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -315903.750000 Penalty: 2576.614990
	Iteration 34Q: 3 clusters Score -315903.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -315920.187500 Penalty: 2576.614990
	Iteration 35Q: 3 clusters Score -315920.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -315940.406250 Penalty: 2576.614990
	Iteration 36Q: 3 clusters Score -315940.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -315962.781250 Penalty: 2576.614990
	Iteration 37Q: 3 clusters Score -315962.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -315981.500000 Penalty: 2576.614990
	Iteration 38Q: 3 clusters Score -315981.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -316009.250000 Penalty: 2576.614990
	Iteration 39Q: 3 clusters Score -316009.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -316045.625000 Penalty: 2576.614990
	Iteration 40F: 3 clusters Score -316045.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -316089.500000 Penalty: 2576.614990
	Iteration 41Q: 3 clusters Score -316089.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -316123.625000 Penalty: 2576.614990
	Iteration 42Q: 3 clusters Score -316123.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -316151.468750 Penalty: 2576.614990
	Iteration 43Q: 3 clusters Score -316151.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -316178.531250 Penalty: 2576.614990
	Iteration 44Q: 3 clusters Score -316178.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -316196.406250 Penalty: 2576.614990
	Iteration 45Q: 3 clusters Score -316196.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -316206.125000 Penalty: 2576.614990
	Iteration 46Q: 3 clusters Score -316206.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -316214.968750 Penalty: 2576.614990
	Iteration 47Q: 3 clusters Score -316215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -316222.468750 Penalty: 2576.614990
	Iteration 48Q: 3 clusters Score -316222.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -316227.750000 Penalty: 2576.614990
	Iteration 49Q: 3 clusters Score -316227.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -316234.281250 Penalty: 2576.614990
	Iteration 50Q: 3 clusters Score -316234.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -316241.343750 Penalty: 2576.614990
	Iteration 51Q: 3 clusters Score -316241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -316247.281250 Penalty: 2576.614990
	Iteration 52Q: 3 clusters Score -316247.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -316249.843750 Penalty: 2576.614990
	Iteration 53Q: 3 clusters Score -316249.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -316251.968750 Penalty: 2576.614990
	Iteration 54Q: 3 clusters Score -316252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -316253.843750 Penalty: 2576.614990
	Iteration 55Q: 3 clusters Score -316253.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -316255.156250 Penalty: 2576.614990
	Iteration 56Q: 3 clusters Score -316255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -316255.437500 Penalty: 2576.614990
	Iteration 57Q: 3 clusters Score -316255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -316255.437500 Penalty: 2576.614990
	Iteration 58F: 3 clusters Score -316255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (4528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Entering Unmasked Estep 
Score: -507396.656250 Penalty: 1367.930786
	Iteration 0F: 2 clusters Score -507396.7 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 2278 members 
Entering Unmasked Estep 
Score: -503694.093750 Penalty: 2735.861572
	Iteration 0F: 3 clusters Score -503694.1 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -504762.031250 Penalty: 2735.861572
	Iteration 1F: 3 clusters Score -504762 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -504968.000000 Penalty: 2735.861572
	Iteration 2F: 3 clusters Score -504968 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -505141.625000 Penalty: 2735.861572
	Iteration 3F: 3 clusters Score -505141.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -505297.468750 Penalty: 2735.861572
	Iteration 4Q: 3 clusters Score -505297.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -505461.000000 Penalty: 2735.861572
	Iteration 5Q: 3 clusters Score -505461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -505611.437500 Penalty: 2735.861572
	Iteration 6Q: 3 clusters Score -505611.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -505760.812500 Penalty: 2735.861572
	Iteration 7Q: 3 clusters Score -505760.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -505888.062500 Penalty: 2735.861572
	Iteration 8Q: 3 clusters Score -505888.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -505985.125000 Penalty: 2735.861572
	Iteration 9Q: 3 clusters Score -505985.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -506080.718750 Penalty: 2735.861572
	Iteration 10Q: 3 clusters Score -506080.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -506170.812500 Penalty: 2735.861572
	Iteration 11Q: 3 clusters Score -506170.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -506256.281250 Penalty: 2735.861572
	Iteration 12Q: 3 clusters Score -506256.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -506323.531250 Penalty: 2735.861572
	Iteration 13Q: 3 clusters Score -506323.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -506373.968750 Penalty: 2735.861572
	Iteration 14Q: 3 clusters Score -506374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -506423.562500 Penalty: 2735.861572
	Iteration 15Q: 3 clusters Score -506423.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -506468.062500 Penalty: 2735.861572
	Iteration 16Q: 3 clusters Score -506468.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -506496.437500 Penalty: 2735.861572
	Iteration 17Q: 3 clusters Score -506496.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -506513.875000 Penalty: 2735.861572
	Iteration 18Q: 3 clusters Score -506513.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -506530.781250 Penalty: 2735.861572
	Iteration 19Q: 3 clusters Score -506530.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -506542.531250 Penalty: 2735.861572
	Iteration 20F: 3 clusters Score -506542.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -506548.937500 Penalty: 2735.861572
	Iteration 21Q: 3 clusters Score -506548.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -506553.093750 Penalty: 2735.861572
	Iteration 22Q: 3 clusters Score -506553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -506555.531250 Penalty: 2735.861572
	Iteration 23Q: 3 clusters Score -506555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -506556.562500 Penalty: 2735.861572
	Iteration 24Q: 3 clusters Score -506556.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -506557.281250 Penalty: 2735.861572
	Iteration 25Q: 3 clusters Score -506557.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -506557.750000 Penalty: 2735.861572
	Iteration 26Q: 3 clusters Score -506557.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -506558.093750 Penalty: 2735.861572
	Iteration 27Q: 3 clusters Score -506558.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -506559.781250 Penalty: 2735.861572
	Iteration 28Q: 3 clusters Score -506559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -506562.343750 Penalty: 2735.861572
	Iteration 29Q: 3 clusters Score -506562.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -506563.187500 Penalty: 2735.861572
	Iteration 30Q: 3 clusters Score -506563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -506564.750000 Penalty: 2735.861572
	Iteration 31Q: 3 clusters Score -506564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -506564.312500 Penalty: 2735.861572
	Iteration 32Q: 3 clusters Score -506564.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -506564.875000 Penalty: 2735.861572
	Iteration 33Q: 3 clusters Score -506564.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -506566.781250 Penalty: 2735.861572
	Iteration 34Q: 3 clusters Score -506566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -506567.250000 Penalty: 2735.861572
	Iteration 35Q: 3 clusters Score -506567.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -506567.531250 Penalty: 2735.861572
	Iteration 36Q: 3 clusters Score -506567.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -506568.718750 Penalty: 2735.861572
	Iteration 37Q: 3 clusters Score -506568.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -506567.875000 Penalty: 2735.861572
	Iteration 38Q: 3 clusters Score -506567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -506569.156250 Penalty: 2735.861572
	Iteration 39Q: 3 clusters Score -506569.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -506568.437500 Penalty: 2735.861572
	Iteration 40F: 3 clusters Score -506568.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -506569.437500 Penalty: 2735.861572
	Iteration 41Q: 3 clusters Score -506569.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -506570.125000 Penalty: 2735.861572
	Iteration 42Q: 3 clusters Score -506570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -506570.656250 Penalty: 2735.861572
	Iteration 43Q: 3 clusters Score -506570.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -506570.750000 Penalty: 2735.861572
	Iteration 44Q: 3 clusters Score -506570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -506571.593750 Penalty: 2735.861572
	Iteration 45Q: 3 clusters Score -506571.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -506571.750000 Penalty: 2735.861572
	Iteration 46Q: 3 clusters Score -506571.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -506571.906250 Penalty: 2735.861572
	Iteration 47Q: 3 clusters Score -506571.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -506571.906250 Penalty: 2735.861572
	Iteration 48F: 3 clusters Score -506571.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Entering Unmasked Estep 
Score: -3083569.250000 Penalty: 1656.735962
	Iteration 0F: 2 clusters Score -3083569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3065501.000000 Penalty: 3313.471924
	Iteration 0F: 3 clusters Score -3065501 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -3072230.750000 Penalty: 3313.471924
	Iteration 1F: 3 clusters Score -3072231 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3072615.000000 Penalty: 3313.471924
	Iteration 2Q: 3 clusters Score -3072615 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -3073005.000000 Penalty: 3313.471924
	Iteration 3Q: 3 clusters Score -3073005 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -3073510.250000 Penalty: 3313.471924
	Iteration 4Q: 3 clusters Score -3073510 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3074243.500000 Penalty: 3313.471924
	Iteration 5F: 3 clusters Score -3074244 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -3075308.750000 Penalty: 3313.471924
	Iteration 6F: 3 clusters Score -3075309 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3076892.000000 Penalty: 3313.471924
	Iteration 7F: 3 clusters Score -3076892 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -3078770.750000 Penalty: 3313.471924
	Iteration 8F: 3 clusters Score -3078771 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3080406.000000 Penalty: 3313.471924
	Iteration 9F: 3 clusters Score -3080406 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3081407.250000 Penalty: 3313.471924
	Iteration 10Q: 3 clusters Score -3081407 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3081845.000000 Penalty: 3313.471924
	Iteration 11Q: 3 clusters Score -3081845 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3082024.250000 Penalty: 3313.471924
	Iteration 12Q: 3 clusters Score -3082024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3082093.750000 Penalty: 3313.471924
	Iteration 13Q: 3 clusters Score -3082094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -3082130.250000 Penalty: 3313.471924
	Iteration 14Q: 3 clusters Score -3082130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3082174.000000 Penalty: 3313.471924
	Iteration 15Q: 3 clusters Score -3082174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3082201.750000 Penalty: 3313.471924
	Iteration 16Q: 3 clusters Score -3082202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3082225.500000 Penalty: 3313.471924
	Iteration 17Q: 3 clusters Score -3082226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3082239.250000 Penalty: 3313.471924
	Iteration 18Q: 3 clusters Score -3082239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3082244.500000 Penalty: 3313.471924
	Iteration 19Q: 3 clusters Score -3082244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -3082248.250000 Penalty: 3313.471924
	Iteration 20F: 3 clusters Score -3082248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -3082250.750000 Penalty: 3313.471924
	Iteration 21Q: 3 clusters Score -3082251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -3082250.250000 Penalty: 3313.471924
	Iteration 22Q: 3 clusters Score -3082250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3082254.000000 Penalty: 3313.471924
	Iteration 23Q: 3 clusters Score -3082254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3082253.750000 Penalty: 3313.471924
	Iteration 24Q: 3 clusters Score -3082254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3082255.250000 Penalty: 3313.471924
	Iteration 25Q: 3 clusters Score -3082255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3082257.000000 Penalty: 3313.471924
	Iteration 26Q: 3 clusters Score -3082257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3082258.500000 Penalty: 3313.471924
	Iteration 27Q: 3 clusters Score -3082258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -3082261.750000 Penalty: 3313.471924
	Iteration 28Q: 3 clusters Score -3082262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3082265.750000 Penalty: 3313.471924
	Iteration 29Q: 3 clusters Score -3082266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3082269.750000 Penalty: 3313.471924
	Iteration 30Q: 3 clusters Score -3082270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3082270.250000 Penalty: 3313.471924
	Iteration 31Q: 3 clusters Score -3082270 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3082270.250000 Penalty: 3313.471924
	Iteration 32F: 3 clusters Score -3082270 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (3990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Entering Unmasked Estep 
Score: -399825.750000 Penalty: 1347.376343
	Iteration 0F: 2 clusters Score -399825.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -396521.562500 Penalty: 2694.752686
	Iteration 0F: 3 clusters Score -396521.6 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -397518.500000 Penalty: 2694.752686
	Iteration 1F: 3 clusters Score -397518.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -397857.000000 Penalty: 2694.752686
	Iteration 2F: 3 clusters Score -397857 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -398112.500000 Penalty: 2694.752686
	Iteration 3F: 3 clusters Score -398112.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -398262.437500 Penalty: 2694.752686
	Iteration 4F: 3 clusters Score -398262.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -398368.750000 Penalty: 2694.752686
	Iteration 5Q: 3 clusters Score -398368.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -398435.250000 Penalty: 2694.752686
	Iteration 6Q: 3 clusters Score -398435.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -398488.062500 Penalty: 2694.752686
	Iteration 7Q: 3 clusters Score -398488.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -398531.781250 Penalty: 2694.752686
	Iteration 8Q: 3 clusters Score -398531.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -398563.781250 Penalty: 2694.752686
	Iteration 9Q: 3 clusters Score -398563.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -398587.531250 Penalty: 2694.752686
	Iteration 10Q: 3 clusters Score -398587.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -398610.187500 Penalty: 2694.752686
	Iteration 11Q: 3 clusters Score -398610.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -398626.093750 Penalty: 2694.752686
	Iteration 12Q: 3 clusters Score -398626.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -398637.906250 Penalty: 2694.752686
	Iteration 13Q: 3 clusters Score -398637.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -398647.187500 Penalty: 2694.752686
	Iteration 14Q: 3 clusters Score -398647.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -398653.281250 Penalty: 2694.752686
	Iteration 15Q: 3 clusters Score -398653.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -398662.406250 Penalty: 2694.752686
	Iteration 16Q: 3 clusters Score -398662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -398668.031250 Penalty: 2694.752686
	Iteration 17Q: 3 clusters Score -398668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -398676.218750 Penalty: 2694.752686
	Iteration 18Q: 3 clusters Score -398676.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -398683.937500 Penalty: 2694.752686
	Iteration 19Q: 3 clusters Score -398683.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -398689.218750 Penalty: 2694.752686
	Iteration 20F: 3 clusters Score -398689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -398695.125000 Penalty: 2694.752686
	Iteration 21Q: 3 clusters Score -398695.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -398701.156250 Penalty: 2694.752686
	Iteration 22Q: 3 clusters Score -398701.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -398709.875000 Penalty: 2694.752686
	Iteration 23Q: 3 clusters Score -398709.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -398713.593750 Penalty: 2694.752686
	Iteration 24Q: 3 clusters Score -398713.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -398718.093750 Penalty: 2694.752686
	Iteration 25Q: 3 clusters Score -398718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -398720.218750 Penalty: 2694.752686
	Iteration 26Q: 3 clusters Score -398720.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -398721.093750 Penalty: 2694.752686
	Iteration 27Q: 3 clusters Score -398721.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -398721.187500 Penalty: 2694.752686
	Iteration 28Q: 3 clusters Score -398721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -398722.375000 Penalty: 2694.752686
	Iteration 29Q: 3 clusters Score -398722.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -398724.250000 Penalty: 2694.752686
	Iteration 30Q: 3 clusters Score -398724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -398724.187500 Penalty: 2694.752686
	Iteration 31Q: 3 clusters Score -398724.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -398725.312500 Penalty: 2694.752686
	Iteration 32Q: 3 clusters Score -398725.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -398725.281250 Penalty: 2694.752686
	Iteration 33Q: 3 clusters Score -398725.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -398725.843750 Penalty: 2694.752686
	Iteration 34Q: 3 clusters Score -398725.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -398725.843750 Penalty: 2694.752686
	Iteration 35F: 3 clusters Score -398725.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Entering Unmasked Estep 
Score: -41147.417969 Penalty: 1044.304321
	Iteration 0F: 2 clusters Score -41147.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -40155.136719 Penalty: 2088.608643
	Iteration 0F: 3 clusters Score -40155.14 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -40549.433594 Penalty: 2088.608643
	Iteration 1F: 3 clusters Score -40549.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40672.406250 Penalty: 2088.608643
	Iteration 2F: 3 clusters Score -40672.41 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40740.996094 Penalty: 2088.608643
	Iteration 3F: 3 clusters Score -40741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -40815.550781 Penalty: 2088.608643
	Iteration 4Q: 3 clusters Score -40815.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -40908.980469 Penalty: 2088.608643
	Iteration 5Q: 3 clusters Score -40908.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -40976.250000 Penalty: 2088.608643
	Iteration 6Q: 3 clusters Score -40976.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41019.265625 Penalty: 2088.608643
	Iteration 7Q: 3 clusters Score -41019.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41036.679688 Penalty: 2088.608643
	Iteration 8Q: 3 clusters Score -41036.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -41042.300781 Penalty: 2088.608643
	Iteration 9Q: 3 clusters Score -41042.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41043.777344 Penalty: 2088.608643
	Iteration 10Q: 3 clusters Score -41043.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41047.257812 Penalty: 2088.608643
	Iteration 11Q: 3 clusters Score -41047.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -41064.460938 Penalty: 2088.608643
	Iteration 12Q: 3 clusters Score -41064.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41082.332031 Penalty: 2088.608643
	Iteration 13Q: 3 clusters Score -41082.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -41085.292969 Penalty: 2088.608643
	Iteration 14Q: 3 clusters Score -41085.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41094.574219 Penalty: 2088.608643
	Iteration 15Q: 3 clusters Score -41094.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41096.566406 Penalty: 2088.608643
	Iteration 16Q: 3 clusters Score -41096.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -41101.125000 Penalty: 2088.608643
	Iteration 17F: 3 clusters Score -41101.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41122.226562 Penalty: 2088.608643
	Iteration 18Q: 3 clusters Score -41122.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41133.636719 Penalty: 2088.608643
	Iteration 19Q: 3 clusters Score -41133.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41136.933594 Penalty: 2088.608643
	Iteration 20F: 3 clusters Score -41136.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41138.515625 Penalty: 2088.608643
	Iteration 21Q: 3 clusters Score -41138.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -41138.515625 Penalty: 2088.608643
	Iteration 22F: 3 clusters Score -41138.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Entering Unmasked Estep 
Score: -516654.031250 Penalty: 1368.432373
	Iteration 0F: 2 clusters Score -516654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -512973.656250 Penalty: 2736.864746
	Iteration 0F: 3 clusters Score -512973.7 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -514003.812500 Penalty: 2736.864746
	Iteration 1F: 3 clusters Score -514003.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -514206.031250 Penalty: 2736.864746
	Iteration 2F: 3 clusters Score -514206 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -514373.937500 Penalty: 2736.864746
	Iteration 3F: 3 clusters Score -514373.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -514566.000000 Penalty: 2736.864746
	Iteration 4F: 3 clusters Score -514566 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -514814.500000 Penalty: 2736.864746
	Iteration 5F: 3 clusters Score -514814.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -515046.750000 Penalty: 2736.864746
	Iteration 6F: 3 clusters Score -515046.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -515252.343750 Penalty: 2736.864746
	Iteration 7Q: 3 clusters Score -515252.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -515553.781250 Penalty: 2736.864746
	Iteration 8Q: 3 clusters Score -515553.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -515900.843750 Penalty: 2736.864746
	Iteration 9Q: 3 clusters Score -515900.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -516185.062500 Penalty: 2736.864746
	Iteration 10Q: 3 clusters Score -516185.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -516367.218750 Penalty: 2736.864746
	Iteration 11Q: 3 clusters Score -516367.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -516504.906250 Penalty: 2736.864746
	Iteration 12Q: 3 clusters Score -516504.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -516695.000000 Penalty: 2736.864746
	Iteration 13Q: 3 clusters Score -516695 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -516922.406250 Penalty: 2736.864746
	Iteration 14Q: 3 clusters Score -516922.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -517075.250000 Penalty: 2736.864746
	Iteration 15Q: 3 clusters Score -517075.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -517162.312500 Penalty: 2736.864746
	Iteration 16Q: 3 clusters Score -517162.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -517211.093750 Penalty: 2736.864746
	Iteration 17Q: 3 clusters Score -517211.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -517239.218750 Penalty: 2736.864746
	Iteration 18Q: 3 clusters Score -517239.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -517251.281250 Penalty: 2736.864746
	Iteration 19Q: 3 clusters Score -517251.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -517261.156250 Penalty: 2736.864746
	Iteration 20F: 3 clusters Score -517261.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -517269.531250 Penalty: 2736.864746
	Iteration 21Q: 3 clusters Score -517269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -517274.875000 Penalty: 2736.864746
	Iteration 22Q: 3 clusters Score -517274.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -517279.937500 Penalty: 2736.864746
	Iteration 23Q: 3 clusters Score -517279.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -517284.343750 Penalty: 2736.864746
	Iteration 24Q: 3 clusters Score -517284.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -517286.406250 Penalty: 2736.864746
	Iteration 25Q: 3 clusters Score -517286.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -517289.093750 Penalty: 2736.864746
	Iteration 26Q: 3 clusters Score -517289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -517288.750000 Penalty: 2736.864746
	Iteration 27Q: 3 clusters Score -517288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -517289.156250 Penalty: 2736.864746
	Iteration 28Q: 3 clusters Score -517289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -517289.156250 Penalty: 2736.864746
	Iteration 29F: 3 clusters Score -517289.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 89688 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 2459 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5395 members 
Mstep: Class 37 contains 281 members 
Mstep: Class 38 contains 5834 members 
Mstep: Class 39 contains 1994 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2083 members 
Entering Unmasked Estep 
Score: -40132604.000000 Penalty: 85269.406250
Splitting cluster 32 changes total score from -40119044.000000 to -40132604.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 33 (6804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Entering Unmasked Estep 
Score: -763013.562500 Penalty: 1434.105713
	Iteration 0F: 2 clusters Score -763013.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -757933.437500 Penalty: 2868.211426
	Iteration 0F: 3 clusters Score -757933.4 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -759605.875000 Penalty: 2868.211426
	Iteration 1F: 3 clusters Score -759605.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -760092.687500 Penalty: 2868.211426
	Iteration 2F: 3 clusters Score -760092.7 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -760551.750000 Penalty: 2868.211426
	Iteration 3F: 3 clusters Score -760551.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -760986.687500 Penalty: 2868.211426
	Iteration 4F: 3 clusters Score -760986.7 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -761373.750000 Penalty: 2868.211426
	Iteration 5F: 3 clusters Score -761373.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -761687.375000 Penalty: 2868.211426
	Iteration 6F: 3 clusters Score -761687.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -761921.250000 Penalty: 2868.211426
	Iteration 7Q: 3 clusters Score -761921.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -762105.875000 Penalty: 2868.211426
	Iteration 8Q: 3 clusters Score -762105.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -762230.875000 Penalty: 2868.211426
	Iteration 9Q: 3 clusters Score -762230.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -762317.437500 Penalty: 2868.211426
	Iteration 10Q: 3 clusters Score -762317.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -762374.875000 Penalty: 2868.211426
	Iteration 11Q: 3 clusters Score -762374.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -762425.125000 Penalty: 2868.211426
	Iteration 12Q: 3 clusters Score -762425.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -762483.312500 Penalty: 2868.211426
	Iteration 13Q: 3 clusters Score -762483.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -762539.125000 Penalty: 2868.211426
	Iteration 14Q: 3 clusters Score -762539.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -762593.250000 Penalty: 2868.211426
	Iteration 15Q: 3 clusters Score -762593.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -762627.625000 Penalty: 2868.211426
	Iteration 16Q: 3 clusters Score -762627.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -762664.500000 Penalty: 2868.211426
	Iteration 17Q: 3 clusters Score -762664.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -762695.437500 Penalty: 2868.211426
	Iteration 18Q: 3 clusters Score -762695.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -762726.187500 Penalty: 2868.211426
	Iteration 19Q: 3 clusters Score -762726.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -762745.000000 Penalty: 2868.211426
	Iteration 20F: 3 clusters Score -762745 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -762758.375000 Penalty: 2868.211426
	Iteration 21Q: 3 clusters Score -762758.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -762771.125000 Penalty: 2868.211426
	Iteration 22Q: 3 clusters Score -762771.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -762777.937500 Penalty: 2868.211426
	Iteration 23Q: 3 clusters Score -762777.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -762779.500000 Penalty: 2868.211426
	Iteration 24Q: 3 clusters Score -762779.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -762781.062500 Penalty: 2868.211426
	Iteration 25Q: 3 clusters Score -762781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -762784.687500 Penalty: 2868.211426
	Iteration 26Q: 3 clusters Score -762784.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -762787.625000 Penalty: 2868.211426
	Iteration 27Q: 3 clusters Score -762787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -762797.187500 Penalty: 2868.211426
	Iteration 28Q: 3 clusters Score -762797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -762798.687500 Penalty: 2868.211426
	Iteration 29Q: 3 clusters Score -762798.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -762801.687500 Penalty: 2868.211426
	Iteration 30Q: 3 clusters Score -762801.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -762805.187500 Penalty: 2868.211426
	Iteration 31Q: 3 clusters Score -762805.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -762807.187500 Penalty: 2868.211426
	Iteration 32Q: 3 clusters Score -762807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -762809.437500 Penalty: 2868.211426
	Iteration 33Q: 3 clusters Score -762809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -762812.875000 Penalty: 2868.211426
	Iteration 34Q: 3 clusters Score -762812.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -762813.062500 Penalty: 2868.211426
	Iteration 35Q: 3 clusters Score -762813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -762813.562500 Penalty: 2868.211426
	Iteration 36Q: 3 clusters Score -762813.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -762813.562500 Penalty: 2868.211426
	Iteration 37F: 3 clusters Score -762813.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (2089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Entering Unmasked Estep 
Score: -230859.750000 Penalty: 1242.221558
	Iteration 0F: 2 clusters Score -230859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -228698.046875 Penalty: 2484.443115
	Iteration 0F: 3 clusters Score -228698 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -229233.125000 Penalty: 2484.443115
	Iteration 1F: 3 clusters Score -229233.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -229408.875000 Penalty: 2484.443115
	Iteration 2F: 3 clusters Score -229408.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -229560.046875 Penalty: 2484.443115
	Iteration 3F: 3 clusters Score -229560 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -229721.781250 Penalty: 2484.443115
	Iteration 4F: 3 clusters Score -229721.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -229888.812500 Penalty: 2484.443115
	Iteration 5F: 3 clusters Score -229888.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -230080.796875 Penalty: 2484.443115
	Iteration 6F: 3 clusters Score -230080.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -230250.687500 Penalty: 2484.443115
	Iteration 7F: 3 clusters Score -230250.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -230360.500000 Penalty: 2484.443115
	Iteration 8Q: 3 clusters Score -230360.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -230428.703125 Penalty: 2484.443115
	Iteration 9Q: 3 clusters Score -230428.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -230464.062500 Penalty: 2484.443115
	Iteration 10Q: 3 clusters Score -230464.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -230489.375000 Penalty: 2484.443115
	Iteration 11Q: 3 clusters Score -230489.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -230507.953125 Penalty: 2484.443115
	Iteration 12Q: 3 clusters Score -230508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -230510.875000 Penalty: 2484.443115
	Iteration 13Q: 3 clusters Score -230510.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -230512.406250 Penalty: 2484.443115
	Iteration 14Q: 3 clusters Score -230512.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -230512.890625 Penalty: 2484.443115
	Iteration 15Q: 3 clusters Score -230512.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -230514.265625 Penalty: 2484.443115
	Iteration 16Q: 3 clusters Score -230514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -230514.515625 Penalty: 2484.443115
	Iteration 17Q: 3 clusters Score -230514.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -230515.453125 Penalty: 2484.443115
	Iteration 18Q: 3 clusters Score -230515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -230515.671875 Penalty: 2484.443115
	Iteration 19Q: 3 clusters Score -230515.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -230516.000000 Penalty: 2484.443115
	Iteration 20F: 3 clusters Score -230516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Entering Unmasked Estep 
Score: -2404940.000000 Penalty: 1616.166016
	Iteration 0F: 2 clusters Score -2404940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2390847.500000 Penalty: 3232.332031
	Iteration 0F: 3 clusters Score -2390848 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2395983.250000 Penalty: 3232.332031
	Iteration 1F: 3 clusters Score -2395983 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2396418.000000 Penalty: 3232.332031
	Iteration 2F: 3 clusters Score -2396418 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2397026.000000 Penalty: 3232.332031
	Iteration 3F: 3 clusters Score -2397026 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -2397888.000000 Penalty: 3232.332031
	Iteration 4F: 3 clusters Score -2397888 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2398920.250000 Penalty: 3232.332031
	Iteration 5F: 3 clusters Score -2398920 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -2400031.000000 Penalty: 3232.332031
	Iteration 6F: 3 clusters Score -2400031 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2401042.750000 Penalty: 3232.332031
	Iteration 7F: 3 clusters Score -2401043 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2401776.000000 Penalty: 3232.332031
	Iteration 8F: 3 clusters Score -2401776 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2402228.500000 Penalty: 3232.332031
	Iteration 9Q: 3 clusters Score -2402228 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2402469.500000 Penalty: 3232.332031
	Iteration 10Q: 3 clusters Score -2402470 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2402630.250000 Penalty: 3232.332031
	Iteration 11Q: 3 clusters Score -2402630 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2402742.750000 Penalty: 3232.332031
	Iteration 12Q: 3 clusters Score -2402743 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2402832.500000 Penalty: 3232.332031
	Iteration 13Q: 3 clusters Score -2402832 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2402887.750000 Penalty: 3232.332031
	Iteration 14Q: 3 clusters Score -2402888 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -2402945.250000 Penalty: 3232.332031
	Iteration 15Q: 3 clusters Score -2402945 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -2402974.750000 Penalty: 3232.332031
	Iteration 16Q: 3 clusters Score -2402975 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2403014.500000 Penalty: 3232.332031
	Iteration 17Q: 3 clusters Score -2403014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2403039.250000 Penalty: 3232.332031
	Iteration 18Q: 3 clusters Score -2403039 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2403061.250000 Penalty: 3232.332031
	Iteration 19Q: 3 clusters Score -2403061 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2403076.750000 Penalty: 3232.332031
	Iteration 20F: 3 clusters Score -2403077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2403094.000000 Penalty: 3232.332031
	Iteration 21Q: 3 clusters Score -2403094 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2403112.500000 Penalty: 3232.332031
	Iteration 22Q: 3 clusters Score -2403112 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -2403135.250000 Penalty: 3232.332031
	Iteration 23Q: 3 clusters Score -2403135 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2403149.500000 Penalty: 3232.332031
	Iteration 24Q: 3 clusters Score -2403150 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2403167.250000 Penalty: 3232.332031
	Iteration 25Q: 3 clusters Score -2403167 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2403197.250000 Penalty: 3232.332031
	Iteration 26Q: 3 clusters Score -2403197 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -2403206.250000 Penalty: 3232.332031
	Iteration 27Q: 3 clusters Score -2403206 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -2403227.500000 Penalty: 3232.332031
	Iteration 28Q: 3 clusters Score -2403228 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2403251.500000 Penalty: 3232.332031
	Iteration 29Q: 3 clusters Score -2403252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -2403269.750000 Penalty: 3232.332031
	Iteration 30Q: 3 clusters Score -2403270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2403282.250000 Penalty: 3232.332031
	Iteration 31Q: 3 clusters Score -2403282 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -2403288.750000 Penalty: 3232.332031
	Iteration 32Q: 3 clusters Score -2403289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2403308.000000 Penalty: 3232.332031
	Iteration 33Q: 3 clusters Score -2403308 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2403313.750000 Penalty: 3232.332031
	Iteration 34Q: 3 clusters Score -2403314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2403332.750000 Penalty: 3232.332031
	Iteration 35Q: 3 clusters Score -2403333 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -2403352.000000 Penalty: 3232.332031
	Iteration 36Q: 3 clusters Score -2403352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2403371.000000 Penalty: 3232.332031
	Iteration 37Q: 3 clusters Score -2403371 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -2403399.250000 Penalty: 3232.332031
	Iteration 38Q: 3 clusters Score -2403399 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2403420.500000 Penalty: 3232.332031
	Iteration 39Q: 3 clusters Score -2403420 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -2403445.250000 Penalty: 3232.332031
	Iteration 40F: 3 clusters Score -2403445 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2403458.250000 Penalty: 3232.332031
	Iteration 41Q: 3 clusters Score -2403458 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2403479.000000 Penalty: 3232.332031
	Iteration 42Q: 3 clusters Score -2403479 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2403504.250000 Penalty: 3232.332031
	Iteration 43Q: 3 clusters Score -2403504 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -2403529.500000 Penalty: 3232.332031
	Iteration 44Q: 3 clusters Score -2403530 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2403565.250000 Penalty: 3232.332031
	Iteration 45Q: 3 clusters Score -2403565 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2403596.000000 Penalty: 3232.332031
	Iteration 46Q: 3 clusters Score -2403596 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2403621.500000 Penalty: 3232.332031
	Iteration 47Q: 3 clusters Score -2403622 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2403655.000000 Penalty: 3232.332031
	Iteration 48Q: 3 clusters Score -2403655 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2403687.500000 Penalty: 3232.332031
	Iteration 49Q: 3 clusters Score -2403688 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -2403716.750000 Penalty: 3232.332031
	Iteration 50Q: 3 clusters Score -2403717 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2403756.500000 Penalty: 3232.332031
	Iteration 51Q: 3 clusters Score -2403756 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -2403786.750000 Penalty: 3232.332031
	Iteration 52Q: 3 clusters Score -2403787 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2403823.750000 Penalty: 3232.332031
	Iteration 53Q: 3 clusters Score -2403824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -2403843.750000 Penalty: 3232.332031
	Iteration 54Q: 3 clusters Score -2403844 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2403864.000000 Penalty: 3232.332031
	Iteration 55Q: 3 clusters Score -2403864 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -2403902.000000 Penalty: 3232.332031
	Iteration 56Q: 3 clusters Score -2403902 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2403926.500000 Penalty: 3232.332031
	Iteration 57Q: 3 clusters Score -2403926 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2403933.750000 Penalty: 3232.332031
	Iteration 58Q: 3 clusters Score -2403934 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2403945.500000 Penalty: 3232.332031
	Iteration 59Q: 3 clusters Score -2403946 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -2403972.500000 Penalty: 3232.332031
	Iteration 60F: 3 clusters Score -2403972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2403988.000000 Penalty: 3232.332031
	Iteration 61Q: 3 clusters Score -2403988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2404010.250000 Penalty: 3232.332031
	Iteration 62Q: 3 clusters Score -2404010 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2404021.250000 Penalty: 3232.332031
	Iteration 63Q: 3 clusters Score -2404021 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -2404030.750000 Penalty: 3232.332031
	Iteration 64Q: 3 clusters Score -2404031 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2404036.000000 Penalty: 3232.332031
	Iteration 65Q: 3 clusters Score -2404036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2404046.250000 Penalty: 3232.332031
	Iteration 66Q: 3 clusters Score -2404046 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2404047.750000 Penalty: 3232.332031
	Iteration 67Q: 3 clusters Score -2404048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -2404057.500000 Penalty: 3232.332031
	Iteration 68Q: 3 clusters Score -2404058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2404062.250000 Penalty: 3232.332031
	Iteration 69Q: 3 clusters Score -2404062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2404067.250000 Penalty: 3232.332031
	Iteration 70Q: 3 clusters Score -2404067 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2404075.500000 Penalty: 3232.332031
	Iteration 71Q: 3 clusters Score -2404076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2404087.500000 Penalty: 3232.332031
	Iteration 72Q: 3 clusters Score -2404088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2404098.500000 Penalty: 3232.332031
	Iteration 73Q: 3 clusters Score -2404098 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2404106.750000 Penalty: 3232.332031
	Iteration 74Q: 3 clusters Score -2404107 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2404111.750000 Penalty: 3232.332031
	Iteration 75Q: 3 clusters Score -2404112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2404118.750000 Penalty: 3232.332031
	Iteration 76Q: 3 clusters Score -2404119 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2404122.000000 Penalty: 3232.332031
	Iteration 77Q: 3 clusters Score -2404122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -2404119.000000 Penalty: 3232.332031
	Iteration 78Q: 3 clusters Score -2404119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2404124.500000 Penalty: 3232.332031
	Iteration 79Q: 3 clusters Score -2404124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18832 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2404134.500000 Penalty: 3232.332031
	Iteration 80F: 3 clusters Score -2404134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2404143.000000 Penalty: 3232.332031
	Iteration 81Q: 3 clusters Score -2404143 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2404151.750000 Penalty: 3232.332031
	Iteration 82Q: 3 clusters Score -2404152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2404153.750000 Penalty: 3232.332031
	Iteration 83Q: 3 clusters Score -2404154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2404160.250000 Penalty: 3232.332031
	Iteration 84Q: 3 clusters Score -2404160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2404164.000000 Penalty: 3232.332031
	Iteration 85Q: 3 clusters Score -2404164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2404161.750000 Penalty: 3232.332031
	Iteration 86Q: 3 clusters Score -2404162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2404161.250000 Penalty: 3232.332031
	Iteration 87Q: 3 clusters Score -2404161 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2404162.750000 Penalty: 3232.332031
	Iteration 88Q: 3 clusters Score -2404163 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2404163.000000 Penalty: 3232.332031
	Iteration 89Q: 3 clusters Score -2404163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2404168.500000 Penalty: 3232.332031
	Iteration 90Q: 3 clusters Score -2404168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2404172.750000 Penalty: 3232.332031
	Iteration 91Q: 3 clusters Score -2404173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2404176.750000 Penalty: 3232.332031
	Iteration 92Q: 3 clusters Score -2404177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2404177.000000 Penalty: 3232.332031
	Iteration 93Q: 3 clusters Score -2404177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2404176.000000 Penalty: 3232.332031
	Iteration 94Q: 3 clusters Score -2404176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2404177.250000 Penalty: 3232.332031
	Iteration 95Q: 3 clusters Score -2404177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2404179.750000 Penalty: 3232.332031
	Iteration 96Q: 3 clusters Score -2404180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2404177.750000 Penalty: 3232.332031
	Iteration 97Q: 3 clusters Score -2404178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2404176.000000 Penalty: 3232.332031
	Iteration 98Q: 3 clusters Score -2404176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2404176.000000 Penalty: 3232.332031
	Iteration 99Q: 3 clusters Score -2404176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2404174.250000 Penalty: 3232.332031
	Iteration 100F: 3 clusters Score -2404174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6534 members 
Mstep: Class 5 contains 6292 members 
Mstep: Class 6 contains 10186 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2708 members 
Mstep: Class 9 contains 11352 members 
Mstep: Class 10 contains 5338 members 
Mstep: Class 11 contains 21679 members 
Mstep: Class 12 contains 13567 members 
Mstep: Class 13 contains 8015 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 4814 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2217 members 
Mstep: Class 19 contains 1924 members 
Mstep: Class 20 contains 1346 members 
Mstep: Class 21 contains 1757 members 
Mstep: Class 22 contains 16395 members 
Mstep: Class 23 contains 89688 members 
Mstep: Class 24 contains 6533 members 
Mstep: Class 25 contains 43965 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2774 members 
Mstep: Class 28 contains 4528 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 618 members 
Mstep: Class 32 contains 2459 members 
Mstep: Class 33 contains 6804 members 
Mstep: Class 34 contains 2089 members 
Mstep: Class 35 contains 20861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40133944.000000 Penalty: 85269.406250
Iteration 79Q: 42 clusters Score -4.013394e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6548 members 
Mstep: Class 5 contains 6300 members 
Mstep: Class 6 contains 10170 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 2726 members 
Mstep: Class 9 contains 11464 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 12 contains 13575 members 
Mstep: Class 13 contains 7985 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 4810 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 490 members 
Mstep: Class 18 contains 2232 members 
Mstep: Class 19 contains 1850 members 
Mstep: Class 20 contains 1422 members 
Mstep: Class 21 contains 1753 members 
Mstep: Class 22 contains 16396 members 
Mstep: Class 23 contains 89708 members 
Mstep: Class 24 contains 6534 members 
Mstep: Class 25 contains 43916 members 
Mstep: Class 26 contains 1649 members 
Mstep: Class 27 contains 2761 members 
Mstep: Class 28 contains 4545 members 
Mstep: Class 29 contains 26821 members 
Mstep: Class 30 contains 3990 members 
Mstep: Class 31 contains 592 members 
Mstep: Class 32 contains 2560 members 
Mstep: Class 33 contains 6862 members 
Mstep: Class 34 contains 2115 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5319 members 
Mstep: Class 37 contains 280 members 
Mstep: Class 38 contains 5714 members 
Mstep: Class 39 contains 1940 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135088.000000 Penalty: 85269.406250
Iteration 80F: 42 clusters Score -4.013509e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 1813 members 
Mstep: Class 3 contains 895 members 
Mstep: Class 4 contains 6427 members 
Mstep: Class 5 contains 6302 members 
Mstep: Class 6 contains 10141 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 2683 members 
Mstep: Class 9 contains 11476 members 
Mstep: Class 10 contains 5143 members 
Mstep: Class 11 contains 21691 members 
Mstep: Class 12 contains 13571 members 
Mstep: Class 13 contains 7901 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 4809 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 2228 members 
Mstep: Class 19 contains 1791 members 
Mstep: Class 20 contains 1454 members 
Mstep: Class 21 contains 1760 members 
Mstep: Class 22 contains 16402 members 
Mstep: Class 23 contains 89690 members 
Mstep: Class 24 contains 6544 members 
Mstep: Class 25 contains 43891 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 2737 members 
Mstep: Class 28 contains 4559 members 
Mstep: Class 29 contains 26843 members 
Mstep: Class 30 contains 3987 members 
Mstep: Class 31 contains 575 members 
Mstep: Class 32 contains 2656 members 
Mstep: Class 33 contains 6839 members 
Mstep: Class 34 contains 2082 members 
Mstep: Class 35 contains 20861 members 
Mstep: Class 36 contains 5352 members 
Mstep: Class 37 contains 331 members 
Mstep: Class 38 contains 5730 members 
Mstep: Class 39 contains 2039 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135676.000000 Penalty: 85269.406250
Iteration 81Q: 42 clusters Score -4.013568e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 6315 members 
Mstep: Class 5 contains 6305 members 
Mstep: Class 6 contains 10126 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 11503 members 
Mstep: Class 10 contains 5053 members 
Mstep: Class 11 contains 21682 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 4807 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 18 contains 2222 members 
Mstep: Class 19 contains 1740 members 
Mstep: Class 20 contains 1470 members 
Mstep: Class 21 contains 1774 members 
Mstep: Class 22 contains 16414 members 
Mstep: Class 23 contains 89688 members 
Mstep: Class 24 contains 6553 members 
Mstep: Class 25 contains 43868 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 2725 members 
Mstep: Class 28 contains 4568 members 
Mstep: Class 29 contains 26858 members 
Mstep: Class 30 contains 3988 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 2744 members 
Mstep: Class 33 contains 6807 members 
Mstep: Class 34 contains 2042 members 
Mstep: Class 35 contains 20860 members 
Mstep: Class 36 contains 5384 members 
Mstep: Class 37 contains 339 members 
Mstep: Class 38 contains 5729 members 
Mstep: Class 39 contains 2088 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40135928.000000 Penalty: 85269.406250
Iteration 82Q: 42 clusters Score -4.013593e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 894 members 
Mstep: Class 4 contains 6227 members 
Mstep: Class 5 contains 6311 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 11527 members 
Mstep: Class 10 contains 4969 members 
Mstep: Class 11 contains 21676 members 
Mstep: Class 12 contains 13573 members 
Mstep: Class 13 contains 7828 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 4802 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 532 members 
Mstep: Class 18 contains 2216 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 1482 members 
Mstep: Class 21 contains 1789 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 89690 members 
Mstep: Class 24 contains 6561 members 
Mstep: Class 25 contains 43851 members 
Mstep: Class 26 contains 1650 members 
Mstep: Class 27 contains 2714 members 
Mstep: Class 28 contains 4581 members 
Mstep: Class 29 contains 26867 members 
Mstep: Class 30 contains 4001 members 
Mstep: Class 31 contains 556 members 
Mstep: Class 32 contains 2816 members 
Mstep: Class 33 contains 6777 members 
Mstep: Class 34 contains 2006 members 
Mstep: Class 35 contains 20860 members 
Mstep: Class 36 contains 5428 members 
Mstep: Class 37 contains 341 members 
Mstep: Class 38 contains 5729 members 
Mstep: Class 39 contains 2121 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136180.000000 Penalty: 85269.406250
Iteration 83Q: 42 clusters Score -4.013618e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1815 members 
Mstep: Class 3 contains 892 members 
Mstep: Class 4 contains 6132 members 
Mstep: Class 5 contains 6320 members 
Mstep: Class 6 contains 10121 members 
Mstep: Class 7 contains 1480 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 4887 members 
Mstep: Class 11 contains 21669 members 
Mstep: Class 12 contains 13576 members 
Mstep: Class 13 contains 7808 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 4801 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 538 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 1660 members 
Mstep: Class 20 contains 1493 members 
Mstep: Class 21 contains 1799 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 89678 members 
Mstep: Class 24 contains 6567 members 
Mstep: Class 25 contains 43841 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 2709 members 
Mstep: Class 28 contains 4593 members 
Mstep: Class 29 contains 26874 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 552 members 
Mstep: Class 32 contains 2898 members 
Mstep: Class 33 contains 6745 members 
Mstep: Class 34 contains 1977 members 
Mstep: Class 35 contains 20856 members 
Mstep: Class 36 contains 5446 members 
Mstep: Class 37 contains 344 members 
Mstep: Class 38 contains 5731 members 
Mstep: Class 39 contains 2141 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136536.000000 Penalty: 85269.406250
Iteration 84Q: 42 clusters Score -4.013654e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 1816 members 
Mstep: Class 3 contains 890 members 
Mstep: Class 4 contains 6031 members 
Mstep: Class 5 contains 6334 members 
Mstep: Class 6 contains 10121 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 11584 members 
Mstep: Class 10 contains 4790 members 
Mstep: Class 11 contains 21661 members 
Mstep: Class 12 contains 13575 members 
Mstep: Class 13 contains 7791 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 543 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 1634 members 
Mstep: Class 20 contains 1504 members 
Mstep: Class 21 contains 1808 members 
Mstep: Class 22 contains 16425 members 
Mstep: Class 23 contains 89674 members 
Mstep: Class 24 contains 6574 members 
Mstep: Class 25 contains 43840 members 
Mstep: Class 26 contains 1651 members 
Mstep: Class 27 contains 2703 members 
Mstep: Class 28 contains 4607 members 
Mstep: Class 29 contains 26877 members 
Mstep: Class 30 contains 4012 members 
Mstep: Class 31 contains 548 members 
Mstep: Class 32 contains 2970 members 
Mstep: Class 33 contains 6725 members 
Mstep: Class 34 contains 1940 members 
Mstep: Class 35 contains 20856 members 
Mstep: Class 36 contains 5452 members 
Mstep: Class 37 contains 346 members 
Mstep: Class 38 contains 5733 members 
Mstep: Class 39 contains 2168 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136812.000000 Penalty: 85269.406250
Iteration 85Q: 42 clusters Score -4.013681e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 1819 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5953 members 
Mstep: Class 5 contains 6339 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 11614 members 
Mstep: Class 10 contains 4693 members 
Mstep: Class 11 contains 21657 members 
Mstep: Class 12 contains 13578 members 
Mstep: Class 13 contains 7767 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 1515 members 
Mstep: Class 21 contains 1818 members 
Mstep: Class 22 contains 16433 members 
Mstep: Class 23 contains 89663 members 
Mstep: Class 24 contains 6582 members 
Mstep: Class 25 contains 43822 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2693 members 
Mstep: Class 28 contains 4615 members 
Mstep: Class 29 contains 26875 members 
Mstep: Class 30 contains 4016 members 
Mstep: Class 31 contains 544 members 
Mstep: Class 32 contains 3049 members 
Mstep: Class 33 contains 6715 members 
Mstep: Class 34 contains 1907 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5459 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5734 members 
Mstep: Class 39 contains 2191 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40136936.000000 Penalty: 85269.406250
Iteration 86Q: 42 clusters Score -4.013694e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1820 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5881 members 
Mstep: Class 5 contains 6346 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 11648 members 
Mstep: Class 10 contains 4588 members 
Mstep: Class 11 contains 21652 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 7749 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 4799 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 2187 members 
Mstep: Class 19 contains 1581 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 1823 members 
Mstep: Class 22 contains 16435 members 
Mstep: Class 23 contains 89663 members 
Mstep: Class 24 contains 6591 members 
Mstep: Class 25 contains 43820 members 
Mstep: Class 26 contains 1652 members 
Mstep: Class 27 contains 2686 members 
Mstep: Class 28 contains 4621 members 
Mstep: Class 29 contains 26871 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 543 members 
Mstep: Class 32 contains 3131 members 
Mstep: Class 33 contains 6708 members 
Mstep: Class 34 contains 1870 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5463 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5733 members 
Mstep: Class 39 contains 2226 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137100.000000 Penalty: 85269.406250
Iteration 87Q: 42 clusters Score -4.01371e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1822 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5830 members 
Mstep: Class 5 contains 6348 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1483 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 11684 members 
Mstep: Class 10 contains 4491 members 
Mstep: Class 11 contains 21643 members 
Mstep: Class 12 contains 13580 members 
Mstep: Class 13 contains 7731 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 548 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 1569 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 1826 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 89659 members 
Mstep: Class 24 contains 6601 members 
Mstep: Class 25 contains 43810 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2688 members 
Mstep: Class 28 contains 4635 members 
Mstep: Class 29 contains 26863 members 
Mstep: Class 30 contains 4017 members 
Mstep: Class 31 contains 542 members 
Mstep: Class 32 contains 3213 members 
Mstep: Class 33 contains 6692 members 
Mstep: Class 34 contains 1844 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5466 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5730 members 
Mstep: Class 39 contains 2251 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137176.000000 Penalty: 85269.406250
Iteration 88Q: 42 clusters Score -4.013718e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1823 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5774 members 
Mstep: Class 5 contains 6356 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 11711 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 21637 members 
Mstep: Class 12 contains 13581 members 
Mstep: Class 13 contains 7711 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 2661 members 
Mstep: Class 17 contains 550 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 1518 members 
Mstep: Class 21 contains 1828 members 
Mstep: Class 22 contains 16436 members 
Mstep: Class 23 contains 89650 members 
Mstep: Class 24 contains 6609 members 
Mstep: Class 25 contains 43801 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 4652 members 
Mstep: Class 29 contains 26864 members 
Mstep: Class 30 contains 4024 members 
Mstep: Class 31 contains 541 members 
Mstep: Class 32 contains 3270 members 
Mstep: Class 33 contains 6691 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5467 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5730 members 
Mstep: Class 39 contains 2271 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137324.000000 Penalty: 85269.406250
Iteration 89Q: 42 clusters Score -4.013732e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1823 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5744 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 11733 members 
Mstep: Class 10 contains 4321 members 
Mstep: Class 11 contains 21630 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 7694 members 
Mstep: Class 14 contains 4707 members 
Mstep: Class 15 contains 4798 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 1831 members 
Mstep: Class 22 contains 16437 members 
Mstep: Class 23 contains 89643 members 
Mstep: Class 24 contains 6618 members 
Mstep: Class 25 contains 43795 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 4662 members 
Mstep: Class 29 contains 26863 members 
Mstep: Class 30 contains 4021 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 3324 members 
Mstep: Class 33 contains 6686 members 
Mstep: Class 34 contains 1810 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5469 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5730 members 
Mstep: Class 39 contains 2279 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137344.000000 Penalty: 85269.406250
Iteration 90Q: 42 clusters Score -4.013734e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1823 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5712 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 11758 members 
Mstep: Class 10 contains 4248 members 
Mstep: Class 11 contains 21622 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 7678 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 4797 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2164 members 
Mstep: Class 19 contains 1537 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 1833 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 89641 members 
Mstep: Class 24 contains 6626 members 
Mstep: Class 25 contains 43788 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 4680 members 
Mstep: Class 29 contains 26854 members 
Mstep: Class 30 contains 4021 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 3364 members 
Mstep: Class 33 contains 6681 members 
Mstep: Class 34 contains 1797 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5470 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5729 members 
Mstep: Class 39 contains 2289 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137396.000000 Penalty: 85269.406250
Iteration 91Q: 42 clusters Score -4.01374e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1823 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5688 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 11778 members 
Mstep: Class 10 contains 4187 members 
Mstep: Class 11 contains 21613 members 
Mstep: Class 12 contains 13588 members 
Mstep: Class 13 contains 7669 members 
Mstep: Class 14 contains 4698 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 1836 members 
Mstep: Class 22 contains 16447 members 
Mstep: Class 23 contains 89639 members 
Mstep: Class 24 contains 6635 members 
Mstep: Class 25 contains 43778 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2690 members 
Mstep: Class 28 contains 4696 members 
Mstep: Class 29 contains 26845 members 
Mstep: Class 30 contains 4013 members 
Mstep: Class 31 contains 540 members 
Mstep: Class 32 contains 3400 members 
Mstep: Class 33 contains 6680 members 
Mstep: Class 34 contains 1788 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5471 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2299 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137448.000000 Penalty: 85269.406250
Iteration 92Q: 42 clusters Score -4.013745e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5670 members 
Mstep: Class 5 contains 6358 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 11794 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 21607 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2150 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1840 members 
Mstep: Class 22 contains 16451 members 
Mstep: Class 23 contains 89631 members 
Mstep: Class 24 contains 6645 members 
Mstep: Class 25 contains 43772 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4709 members 
Mstep: Class 29 contains 26838 members 
Mstep: Class 30 contains 4013 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3419 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1779 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5472 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5729 members 
Mstep: Class 39 contains 2305 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137504.000000 Penalty: 85269.406250
Iteration 93Q: 42 clusters Score -4.01375e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5658 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 11809 members 
Mstep: Class 10 contains 4113 members 
Mstep: Class 11 contains 21603 members 
Mstep: Class 12 contains 13593 members 
Mstep: Class 13 contains 7651 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2134 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1843 members 
Mstep: Class 22 contains 16455 members 
Mstep: Class 23 contains 89630 members 
Mstep: Class 24 contains 6653 members 
Mstep: Class 25 contains 43768 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4724 members 
Mstep: Class 29 contains 26832 members 
Mstep: Class 30 contains 4014 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3425 members 
Mstep: Class 33 contains 6666 members 
Mstep: Class 34 contains 1776 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5472 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2308 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137600.000000 Penalty: 85269.406250
Iteration 94Q: 42 clusters Score -4.01376e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5650 members 
Mstep: Class 5 contains 6362 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 4074 members 
Mstep: Class 11 contains 21598 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 7647 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 4794 members 
Mstep: Class 16 contains 2680 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2118 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1847 members 
Mstep: Class 22 contains 16459 members 
Mstep: Class 23 contains 89624 members 
Mstep: Class 24 contains 6655 members 
Mstep: Class 25 contains 43760 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4739 members 
Mstep: Class 29 contains 26827 members 
Mstep: Class 30 contains 4013 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3433 members 
Mstep: Class 33 contains 6657 members 
Mstep: Class 34 contains 1771 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5473 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5727 members 
Mstep: Class 39 contains 2310 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137672.000000 Penalty: 85269.406250
Iteration 95Q: 42 clusters Score -4.013767e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5647 members 
Mstep: Class 5 contains 6365 members 
Mstep: Class 6 contains 10123 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 11842 members 
Mstep: Class 10 contains 4043 members 
Mstep: Class 11 contains 21593 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 7639 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2101 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1849 members 
Mstep: Class 22 contains 16463 members 
Mstep: Class 23 contains 89618 members 
Mstep: Class 24 contains 6657 members 
Mstep: Class 25 contains 43753 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4757 members 
Mstep: Class 29 contains 26825 members 
Mstep: Class 30 contains 4014 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 1769 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5475 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137652.000000 Penalty: 85269.406250
Iteration 96Q: 42 clusters Score -4.013765e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5639 members 
Mstep: Class 5 contains 6367 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 9 contains 11851 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 21587 members 
Mstep: Class 12 contains 13598 members 
Mstep: Class 13 contains 7635 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 4795 members 
Mstep: Class 16 contains 2678 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2086 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1851 members 
Mstep: Class 22 contains 16464 members 
Mstep: Class 23 contains 89614 members 
Mstep: Class 24 contains 6663 members 
Mstep: Class 25 contains 43748 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4774 members 
Mstep: Class 29 contains 26822 members 
Mstep: Class 30 contains 4013 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3447 members 
Mstep: Class 33 contains 6658 members 
Mstep: Class 34 contains 1767 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5476 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2313 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137640.000000 Penalty: 85269.406250
Iteration 97Q: 42 clusters Score -4.013764e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 6369 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 9 contains 11855 members 
Mstep: Class 10 contains 3974 members 
Mstep: Class 11 contains 21581 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 7634 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 4793 members 
Mstep: Class 16 contains 2679 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2076 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1854 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 89603 members 
Mstep: Class 24 contains 6665 members 
Mstep: Class 25 contains 43744 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4791 members 
Mstep: Class 29 contains 26817 members 
Mstep: Class 30 contains 4012 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3457 members 
Mstep: Class 33 contains 6661 members 
Mstep: Class 34 contains 1766 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5477 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2311 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137756.000000 Penalty: 85269.406250
Iteration 98Q: 42 clusters Score -4.013776e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5643 members 
Mstep: Class 5 contains 6371 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 11860 members 
Mstep: Class 10 contains 3951 members 
Mstep: Class 11 contains 21573 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 7632 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 2677 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2071 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1857 members 
Mstep: Class 22 contains 16470 members 
Mstep: Class 23 contains 89601 members 
Mstep: Class 24 contains 6668 members 
Mstep: Class 25 contains 43740 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4807 members 
Mstep: Class 29 contains 26815 members 
Mstep: Class 30 contains 4011 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3460 members 
Mstep: Class 33 contains 6659 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5479 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137728.000000 Penalty: 85269.406250
Iteration 99Q: 42 clusters Score -4.013773e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 4 contains 5644 members 
Mstep: Class 5 contains 6373 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 11863 members 
Mstep: Class 10 contains 3931 members 
Mstep: Class 11 contains 21570 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 7631 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 2674 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1859 members 
Mstep: Class 22 contains 16471 members 
Mstep: Class 23 contains 89597 members 
Mstep: Class 24 contains 6668 members 
Mstep: Class 25 contains 43738 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4822 members 
Mstep: Class 29 contains 26808 members 
Mstep: Class 30 contains 4010 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3467 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1765 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5477 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137868.000000 Penalty: 85269.406250
Iteration 100F: 42 clusters Score -4.013787e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 888 members 
Mstep: Class 4 contains 5593 members 
Mstep: Class 5 contains 6375 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 11870 members 
Mstep: Class 10 contains 3898 members 
Mstep: Class 11 contains 21565 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 7631 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 2669 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1860 members 
Mstep: Class 22 contains 16471 members 
Mstep: Class 23 contains 89592 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 43738 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4833 members 
Mstep: Class 29 contains 26801 members 
Mstep: Class 30 contains 4011 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3483 members 
Mstep: Class 33 contains 6651 members 
Mstep: Class 34 contains 1762 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5478 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2312 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40137952.000000 Penalty: 85269.406250
Iteration 101Q: 42 clusters Score -4.013795e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 887 members 
Mstep: Class 4 contains 5539 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 9 contains 11879 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 11 contains 21562 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 7629 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 4792 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1862 members 
Mstep: Class 22 contains 16468 members 
Mstep: Class 23 contains 89595 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 43730 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4850 members 
Mstep: Class 29 contains 26800 members 
Mstep: Class 30 contains 4015 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3499 members 
Mstep: Class 33 contains 6645 members 
Mstep: Class 34 contains 1758 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5479 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2316 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138072.000000 Penalty: 85269.406250
Iteration 102Q: 42 clusters Score -4.013807e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 885 members 
Mstep: Class 4 contains 5490 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 11882 members 
Mstep: Class 10 contains 3854 members 
Mstep: Class 11 contains 21559 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 7628 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 4790 members 
Mstep: Class 16 contains 2666 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 16467 members 
Mstep: Class 23 contains 89598 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 43733 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4864 members 
Mstep: Class 29 contains 26799 members 
Mstep: Class 30 contains 4020 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3511 members 
Mstep: Class 33 contains 6644 members 
Mstep: Class 34 contains 1755 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5482 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2317 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138172.000000 Penalty: 85269.406250
Iteration 103Q: 42 clusters Score -4.013817e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 884 members 
Mstep: Class 4 contains 5454 members 
Mstep: Class 5 contains 6382 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 11886 members 
Mstep: Class 10 contains 3837 members 
Mstep: Class 11 contains 21555 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 7626 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 4789 members 
Mstep: Class 16 contains 2660 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16465 members 
Mstep: Class 23 contains 89602 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 43734 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 4878 members 
Mstep: Class 29 contains 26794 members 
Mstep: Class 30 contains 4020 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3516 members 
Mstep: Class 33 contains 6651 members 
Mstep: Class 34 contains 1752 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5485 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5725 members 
Mstep: Class 39 contains 2321 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138104.000000 Penalty: 85269.406250
Iteration 104Q: 42 clusters Score -4.01381e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1481 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 3824 members 
Mstep: Class 11 contains 21552 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 7622 members 
Mstep: Class 14 contains 4664 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2055 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16461 members 
Mstep: Class 23 contains 89606 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 43732 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4892 members 
Mstep: Class 29 contains 26789 members 
Mstep: Class 30 contains 4021 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3520 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5487 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138148.000000 Penalty: 85269.406250
Iteration 105Q: 42 clusters Score -4.013815e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5401 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 11892 members 
Mstep: Class 10 contains 3811 members 
Mstep: Class 11 contains 21548 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 4788 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16460 members 
Mstep: Class 23 contains 89595 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 43731 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4909 members 
Mstep: Class 29 contains 26783 members 
Mstep: Class 30 contains 4017 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3525 members 
Mstep: Class 33 contains 6657 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5486 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5726 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138236.000000 Penalty: 85269.406250
Iteration 106Q: 42 clusters Score -4.013824e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5382 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 11894 members 
Mstep: Class 10 contains 3798 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 13593 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 4786 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2064 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1520 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16459 members 
Mstep: Class 23 contains 89587 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 43728 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4925 members 
Mstep: Class 29 contains 26781 members 
Mstep: Class 30 contains 4016 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3526 members 
Mstep: Class 33 contains 6657 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5487 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138232.000000 Penalty: 85269.406250
Iteration 107Q: 42 clusters Score -4.013823e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5372 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 2595 members 
Mstep: Class 9 contains 11897 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 21544 members 
Mstep: Class 12 contains 13594 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2069 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16457 members 
Mstep: Class 23 contains 89575 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 43724 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4942 members 
Mstep: Class 29 contains 26776 members 
Mstep: Class 30 contains 4019 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3532 members 
Mstep: Class 33 contains 6653 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5489 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138204.000000 Penalty: 85269.406250
Iteration 108Q: 42 clusters Score -4.01382e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5360 members 
Mstep: Class 5 contains 6378 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 1478 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 11899 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 11 contains 21542 members 
Mstep: Class 12 contains 13596 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 551 members 
Mstep: Class 18 contains 2072 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16458 members 
Mstep: Class 23 contains 89571 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 43726 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4953 members 
Mstep: Class 29 contains 26763 members 
Mstep: Class 30 contains 4025 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3545 members 
Mstep: Class 33 contains 6654 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138328.000000 Penalty: 85269.406250
Iteration 109Q: 42 clusters Score -4.013833e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 6379 members 
Mstep: Class 6 contains 10122 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2565 members 
Mstep: Class 9 contains 11905 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 11 contains 21536 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 7618 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2079 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16461 members 
Mstep: Class 23 contains 89570 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 43721 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4964 members 
Mstep: Class 29 contains 26755 members 
Mstep: Class 30 contains 4027 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3555 members 
Mstep: Class 33 contains 6651 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138376.000000 Penalty: 85269.406250
Iteration 110Q: 42 clusters Score -4.013838e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 6381 members 
Mstep: Class 6 contains 10121 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2561 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 11 contains 21530 members 
Mstep: Class 12 contains 13595 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2068 members 
Mstep: Class 19 contains 1529 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16462 members 
Mstep: Class 23 contains 89563 members 
Mstep: Class 24 contains 6669 members 
Mstep: Class 25 contains 43715 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4981 members 
Mstep: Class 29 contains 26758 members 
Mstep: Class 30 contains 4035 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3562 members 
Mstep: Class 33 contains 6650 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138356.000000 Penalty: 85269.406250
Iteration 111Q: 42 clusters Score -4.013836e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 6383 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2558 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3745 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 13597 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2061 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16462 members 
Mstep: Class 23 contains 89559 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 43716 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 4993 members 
Mstep: Class 29 contains 26756 members 
Mstep: Class 30 contains 4042 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3569 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138340.000000 Penalty: 85269.406250
Iteration 112Q: 42 clusters Score -4.013834e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5352 members 
Mstep: Class 5 contains 6386 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3725 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13602 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2056 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16461 members 
Mstep: Class 23 contains 89555 members 
Mstep: Class 24 contains 6669 members 
Mstep: Class 25 contains 43717 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5010 members 
Mstep: Class 29 contains 26749 members 
Mstep: Class 30 contains 4042 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3576 members 
Mstep: Class 33 contains 6653 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138416.000000 Penalty: 85269.406250
Iteration 113Q: 42 clusters Score -4.013842e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5353 members 
Mstep: Class 5 contains 6390 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2554 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3708 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13605 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16464 members 
Mstep: Class 23 contains 89553 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 43715 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5013 members 
Mstep: Class 29 contains 26732 members 
Mstep: Class 30 contains 4046 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3589 members 
Mstep: Class 33 contains 6653 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20854 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138364.000000 Penalty: 85269.406250
Iteration 114Q: 42 clusters Score -4.013836e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5352 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2551 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3698 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 1528 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16470 members 
Mstep: Class 23 contains 89550 members 
Mstep: Class 24 contains 6670 members 
Mstep: Class 25 contains 43711 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5018 members 
Mstep: Class 29 contains 26726 members 
Mstep: Class 30 contains 4046 members 
Mstep: Class 31 contains 539 members 
Mstep: Class 32 contains 3601 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138376.000000 Penalty: 85269.406250
Iteration 115Q: 42 clusters Score -4.013838e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5352 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3681 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 1527 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16475 members 
Mstep: Class 23 contains 89549 members 
Mstep: Class 24 contains 6671 members 
Mstep: Class 25 contains 43710 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5024 members 
Mstep: Class 29 contains 26714 members 
Mstep: Class 30 contains 4048 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3612 members 
Mstep: Class 33 contains 6653 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5489 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138416.000000 Penalty: 85269.406250
Iteration 116Q: 42 clusters Score -4.013842e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5354 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 11912 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 4662 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2644 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43710 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5032 members 
Mstep: Class 29 contains 26704 members 
Mstep: Class 30 contains 4056 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3611 members 
Mstep: Class 33 contains 6655 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5489 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138484.000000 Penalty: 85269.406250
Iteration 117Q: 42 clusters Score -4.013848e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5356 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2645 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1524 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 89546 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43707 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5040 members 
Mstep: Class 29 contains 26696 members 
Mstep: Class 30 contains 4056 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3610 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138472.000000 Penalty: 85269.406250
Iteration 118Q: 42 clusters Score -4.013847e+07 nChanged 50
Entering ConstructFrom: 
Score: -40138472.000000 Penalty: 85269.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Entering Unmasked Estep 
Score: -853549.500000 Penalty: 1451.741821
	Iteration 0F: 2 clusters Score -853549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -848030.000000 Penalty: 2903.483643
	Iteration 0F: 3 clusters Score -848030 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -849906.000000 Penalty: 2903.483643
	Iteration 1F: 3 clusters Score -849906 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -850250.500000 Penalty: 2903.483643
	Iteration 2F: 3 clusters Score -850250.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -850516.937500 Penalty: 2903.483643
	Iteration 3F: 3 clusters Score -850516.9 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -850767.125000 Penalty: 2903.483643
	Iteration 4F: 3 clusters Score -850767.1 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -851041.812500 Penalty: 2903.483643
	Iteration 5F: 3 clusters Score -851041.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -851342.000000 Penalty: 2903.483643
	Iteration 6F: 3 clusters Score -851342 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -851592.062500 Penalty: 2903.483643
	Iteration 7Q: 3 clusters Score -851592.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -851747.875000 Penalty: 2903.483643
	Iteration 8Q: 3 clusters Score -851747.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -851852.812500 Penalty: 2903.483643
	Iteration 9Q: 3 clusters Score -851852.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -851947.250000 Penalty: 2903.483643
	Iteration 10Q: 3 clusters Score -851947.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -852026.687500 Penalty: 2903.483643
	Iteration 11Q: 3 clusters Score -852026.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -852095.125000 Penalty: 2903.483643
	Iteration 12Q: 3 clusters Score -852095.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -852172.812500 Penalty: 2903.483643
	Iteration 13Q: 3 clusters Score -852172.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -852238.500000 Penalty: 2903.483643
	Iteration 14Q: 3 clusters Score -852238.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -852289.687500 Penalty: 2903.483643
	Iteration 15Q: 3 clusters Score -852289.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -852340.437500 Penalty: 2903.483643
	Iteration 16Q: 3 clusters Score -852340.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -852372.687500 Penalty: 2903.483643
	Iteration 17Q: 3 clusters Score -852372.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -852391.187500 Penalty: 2903.483643
	Iteration 18Q: 3 clusters Score -852391.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -852405.812500 Penalty: 2903.483643
	Iteration 19Q: 3 clusters Score -852405.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -852421.250000 Penalty: 2903.483643
	Iteration 20F: 3 clusters Score -852421.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -852436.687500 Penalty: 2903.483643
	Iteration 21Q: 3 clusters Score -852436.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -852445.562500 Penalty: 2903.483643
	Iteration 22Q: 3 clusters Score -852445.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -852450.937500 Penalty: 2903.483643
	Iteration 23Q: 3 clusters Score -852450.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -852461.187500 Penalty: 2903.483643
	Iteration 24Q: 3 clusters Score -852461.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -852470.250000 Penalty: 2903.483643
	Iteration 25Q: 3 clusters Score -852470.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -852479.750000 Penalty: 2903.483643
	Iteration 26Q: 3 clusters Score -852479.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -852489.125000 Penalty: 2903.483643
	Iteration 27Q: 3 clusters Score -852489.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -852495.750000 Penalty: 2903.483643
	Iteration 28Q: 3 clusters Score -852495.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -852504.250000 Penalty: 2903.483643
	Iteration 29Q: 3 clusters Score -852504.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -852515.750000 Penalty: 2903.483643
	Iteration 30Q: 3 clusters Score -852515.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -852530.562500 Penalty: 2903.483643
	Iteration 31Q: 3 clusters Score -852530.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -852546.312500 Penalty: 2903.483643
	Iteration 32Q: 3 clusters Score -852546.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -852561.312500 Penalty: 2903.483643
	Iteration 33Q: 3 clusters Score -852561.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -852570.562500 Penalty: 2903.483643
	Iteration 34Q: 3 clusters Score -852570.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -852580.125000 Penalty: 2903.483643
	Iteration 35Q: 3 clusters Score -852580.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -852587.437500 Penalty: 2903.483643
	Iteration 36Q: 3 clusters Score -852587.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -852595.500000 Penalty: 2903.483643
	Iteration 37Q: 3 clusters Score -852595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -852598.000000 Penalty: 2903.483643
	Iteration 38Q: 3 clusters Score -852598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -852599.625000 Penalty: 2903.483643
	Iteration 39Q: 3 clusters Score -852599.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -852600.187500 Penalty: 2903.483643
	Iteration 40F: 3 clusters Score -852600.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -852601.187500 Penalty: 2903.483643
	Iteration 41Q: 3 clusters Score -852601.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -852601.937500 Penalty: 2903.483643
	Iteration 42Q: 3 clusters Score -852601.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -852600.687500 Penalty: 2903.483643
	Iteration 43Q: 3 clusters Score -852600.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -852600.687500 Penalty: 2903.483643
	Iteration 44F: 3 clusters Score -852600.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -211790.140625 Penalty: 1220.444946
	Iteration 0F: 2 clusters Score -211790.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -209793.468750 Penalty: 2440.889893
	Iteration 0F: 3 clusters Score -209793.5 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210193.687500 Penalty: 2440.889893
	Iteration 1F: 3 clusters Score -210193.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -210274.015625 Penalty: 2440.889893
	Iteration 2F: 3 clusters Score -210274 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -210323.281250 Penalty: 2440.889893
	Iteration 3Q: 3 clusters Score -210323.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -210360.609375 Penalty: 2440.889893
	Iteration 4Q: 3 clusters Score -210360.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -210387.984375 Penalty: 2440.889893
	Iteration 5Q: 3 clusters Score -210388 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -210403.375000 Penalty: 2440.889893
	Iteration 6Q: 3 clusters Score -210403.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -210419.000000 Penalty: 2440.889893
	Iteration 7Q: 3 clusters Score -210419 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -210432.437500 Penalty: 2440.889893
	Iteration 8Q: 3 clusters Score -210432.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -210439.250000 Penalty: 2440.889893
	Iteration 9Q: 3 clusters Score -210439.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210443.953125 Penalty: 2440.889893
	Iteration 10Q: 3 clusters Score -210444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -210448.062500 Penalty: 2440.889893
	Iteration 11Q: 3 clusters Score -210448.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -210449.078125 Penalty: 2440.889893
	Iteration 12Q: 3 clusters Score -210449.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -210452.625000 Penalty: 2440.889893
	Iteration 13Q: 3 clusters Score -210452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -210453.640625 Penalty: 2440.889893
	Iteration 14Q: 3 clusters Score -210453.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -210455.250000 Penalty: 2440.889893
	Iteration 15Q: 3 clusters Score -210455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -210455.640625 Penalty: 2440.889893
	Iteration 16Q: 3 clusters Score -210455.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -210455.640625 Penalty: 2440.889893
	Iteration 17F: 3 clusters Score -210455.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -96853.882812 Penalty: 1102.290283
	Iteration 0F: 2 clusters Score -96853.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -95516.875000 Penalty: 2204.580566
	Iteration 0F: 3 clusters Score -95516.88 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -95770.484375 Penalty: 2204.580566
	Iteration 1F: 3 clusters Score -95770.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -95847.093750 Penalty: 2204.580566
	Iteration 2F: 3 clusters Score -95847.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -95891.578125 Penalty: 2204.580566
	Iteration 3Q: 3 clusters Score -95891.58 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95939.523438 Penalty: 2204.580566
	Iteration 4Q: 3 clusters Score -95939.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95965.421875 Penalty: 2204.580566
	Iteration 5Q: 3 clusters Score -95965.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95986.406250 Penalty: 2204.580566
	Iteration 6Q: 3 clusters Score -95986.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96006.609375 Penalty: 2204.580566
	Iteration 7Q: 3 clusters Score -96006.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -96016.515625 Penalty: 2204.580566
	Iteration 8Q: 3 clusters Score -96016.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -96020.398438 Penalty: 2204.580566
	Iteration 9Q: 3 clusters Score -96020.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96023.304688 Penalty: 2204.580566
	Iteration 10Q: 3 clusters Score -96023.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96023.718750 Penalty: 2204.580566
	Iteration 11Q: 3 clusters Score -96023.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -96023.718750 Penalty: 2204.580566
	Iteration 12F: 3 clusters Score -96023.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Entering Unmasked Estep 
Score: -600701.937500 Penalty: 1395.281128
	Iteration 0F: 2 clusters Score -600701.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -596501.250000 Penalty: 2790.562256
	Iteration 0F: 3 clusters Score -596501.2 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -597696.562500 Penalty: 2790.562256
	Iteration 1F: 3 clusters Score -597696.6 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -597911.187500 Penalty: 2790.562256
	Iteration 2F: 3 clusters Score -597911.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -598103.937500 Penalty: 2790.562256
	Iteration 3F: 3 clusters Score -598103.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -598337.812500 Penalty: 2790.562256
	Iteration 4F: 3 clusters Score -598337.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -598605.000000 Penalty: 2790.562256
	Iteration 5F: 3 clusters Score -598605 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -598928.875000 Penalty: 2790.562256
	Iteration 6F: 3 clusters Score -598928.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -599252.562500 Penalty: 2790.562256
	Iteration 7F: 3 clusters Score -599252.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -599576.750000 Penalty: 2790.562256
	Iteration 8F: 3 clusters Score -599576.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -599831.312500 Penalty: 2790.562256
	Iteration 9Q: 3 clusters Score -599831.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -599958.062500 Penalty: 2790.562256
	Iteration 10Q: 3 clusters Score -599958.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -600024.187500 Penalty: 2790.562256
	Iteration 11Q: 3 clusters Score -600024.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -600057.750000 Penalty: 2790.562256
	Iteration 12Q: 3 clusters Score -600057.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -600075.750000 Penalty: 2790.562256
	Iteration 13Q: 3 clusters Score -600075.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -600088.125000 Penalty: 2790.562256
	Iteration 14Q: 3 clusters Score -600088.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -600098.812500 Penalty: 2790.562256
	Iteration 15Q: 3 clusters Score -600098.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -600108.437500 Penalty: 2790.562256
	Iteration 16Q: 3 clusters Score -600108.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -600120.250000 Penalty: 2790.562256
	Iteration 17Q: 3 clusters Score -600120.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -600128.312500 Penalty: 2790.562256
	Iteration 18Q: 3 clusters Score -600128.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -600134.500000 Penalty: 2790.562256
	Iteration 19Q: 3 clusters Score -600134.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -600139.125000 Penalty: 2790.562256
	Iteration 20F: 3 clusters Score -600139.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -600141.625000 Penalty: 2790.562256
	Iteration 21Q: 3 clusters Score -600141.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -600145.187500 Penalty: 2790.562256
	Iteration 22Q: 3 clusters Score -600145.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -600151.062500 Penalty: 2790.562256
	Iteration 23Q: 3 clusters Score -600151.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -600154.125000 Penalty: 2790.562256
	Iteration 24Q: 3 clusters Score -600154.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -600157.937500 Penalty: 2790.562256
	Iteration 25Q: 3 clusters Score -600157.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -600160.375000 Penalty: 2790.562256
	Iteration 26Q: 3 clusters Score -600160.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -600161.437500 Penalty: 2790.562256
	Iteration 27Q: 3 clusters Score -600161.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -600161.937500 Penalty: 2790.562256
	Iteration 28Q: 3 clusters Score -600161.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -600163.625000 Penalty: 2790.562256
	Iteration 29Q: 3 clusters Score -600163.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -600164.187500 Penalty: 2790.562256
	Iteration 30Q: 3 clusters Score -600164.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -600167.687500 Penalty: 2790.562256
	Iteration 31Q: 3 clusters Score -600167.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -600172.312500 Penalty: 2790.562256
	Iteration 32Q: 3 clusters Score -600172.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -600177.000000 Penalty: 2790.562256
	Iteration 33Q: 3 clusters Score -600177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -600180.812500 Penalty: 2790.562256
	Iteration 34Q: 3 clusters Score -600180.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -600185.125000 Penalty: 2790.562256
	Iteration 35Q: 3 clusters Score -600185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -600188.437500 Penalty: 2790.562256
	Iteration 36Q: 3 clusters Score -600188.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -600189.312500 Penalty: 2790.562256
	Iteration 37Q: 3 clusters Score -600189.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -600190.625000 Penalty: 2790.562256
	Iteration 38Q: 3 clusters Score -600190.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -600191.625000 Penalty: 2790.562256
	Iteration 39Q: 3 clusters Score -600191.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -600190.687500 Penalty: 2790.562256
	Iteration 40F: 3 clusters Score -600190.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -600192.062500 Penalty: 2790.562256
	Iteration 41Q: 3 clusters Score -600192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -600192.125000 Penalty: 2790.562256
	Iteration 42Q: 3 clusters Score -600192.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -600192.375000 Penalty: 2790.562256
	Iteration 43Q: 3 clusters Score -600192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -600192.375000 Penalty: 2790.562256
	Iteration 44F: 3 clusters Score -600192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Entering Unmasked Estep 
Score: -750242.750000 Penalty: 1424.031616
	Iteration 0F: 2 clusters Score -750242.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -745369.812500 Penalty: 2848.063232
	Iteration 0F: 3 clusters Score -745369.8 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -746755.562500 Penalty: 2848.063232
	Iteration 1F: 3 clusters Score -746755.6 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -746976.750000 Penalty: 2848.063232
	Iteration 2F: 3 clusters Score -746976.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -747153.875000 Penalty: 2848.063232
	Iteration 3F: 3 clusters Score -747153.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -747303.375000 Penalty: 2848.063232
	Iteration 4Q: 3 clusters Score -747303.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -747451.250000 Penalty: 2848.063232
	Iteration 5Q: 3 clusters Score -747451.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -747611.187500 Penalty: 2848.063232
	Iteration 6Q: 3 clusters Score -747611.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -747748.437500 Penalty: 2848.063232
	Iteration 7Q: 3 clusters Score -747748.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -747875.062500 Penalty: 2848.063232
	Iteration 8Q: 3 clusters Score -747875.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -747985.625000 Penalty: 2848.063232
	Iteration 9Q: 3 clusters Score -747985.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -748082.125000 Penalty: 2848.063232
	Iteration 10Q: 3 clusters Score -748082.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -748154.937500 Penalty: 2848.063232
	Iteration 11Q: 3 clusters Score -748154.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -748210.375000 Penalty: 2848.063232
	Iteration 12Q: 3 clusters Score -748210.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -748260.187500 Penalty: 2848.063232
	Iteration 13Q: 3 clusters Score -748260.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -748299.687500 Penalty: 2848.063232
	Iteration 14Q: 3 clusters Score -748299.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -748338.187500 Penalty: 2848.063232
	Iteration 15Q: 3 clusters Score -748338.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -748371.500000 Penalty: 2848.063232
	Iteration 16Q: 3 clusters Score -748371.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -748404.125000 Penalty: 2848.063232
	Iteration 17Q: 3 clusters Score -748404.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -748440.125000 Penalty: 2848.063232
	Iteration 18Q: 3 clusters Score -748440.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -748471.062500 Penalty: 2848.063232
	Iteration 19Q: 3 clusters Score -748471.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -748501.312500 Penalty: 2848.063232
	Iteration 20F: 3 clusters Score -748501.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -748532.437500 Penalty: 2848.063232
	Iteration 21Q: 3 clusters Score -748532.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -748557.687500 Penalty: 2848.063232
	Iteration 22Q: 3 clusters Score -748557.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -748583.187500 Penalty: 2848.063232
	Iteration 23Q: 3 clusters Score -748583.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -748601.875000 Penalty: 2848.063232
	Iteration 24Q: 3 clusters Score -748601.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -748622.437500 Penalty: 2848.063232
	Iteration 25Q: 3 clusters Score -748622.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -748642.000000 Penalty: 2848.063232
	Iteration 26Q: 3 clusters Score -748642 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -748663.687500 Penalty: 2848.063232
	Iteration 27Q: 3 clusters Score -748663.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -748679.562500 Penalty: 2848.063232
	Iteration 28Q: 3 clusters Score -748679.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -748691.687500 Penalty: 2848.063232
	Iteration 29Q: 3 clusters Score -748691.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -748700.625000 Penalty: 2848.063232
	Iteration 30Q: 3 clusters Score -748700.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -748711.937500 Penalty: 2848.063232
	Iteration 31Q: 3 clusters Score -748711.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -748725.437500 Penalty: 2848.063232
	Iteration 32Q: 3 clusters Score -748725.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -748740.062500 Penalty: 2848.063232
	Iteration 33Q: 3 clusters Score -748740.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -748753.312500 Penalty: 2848.063232
	Iteration 34Q: 3 clusters Score -748753.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -748768.500000 Penalty: 2848.063232
	Iteration 35Q: 3 clusters Score -748768.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -748783.562500 Penalty: 2848.063232
	Iteration 36Q: 3 clusters Score -748783.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -748795.375000 Penalty: 2848.063232
	Iteration 37Q: 3 clusters Score -748795.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -748806.125000 Penalty: 2848.063232
	Iteration 38Q: 3 clusters Score -748806.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -748814.875000 Penalty: 2848.063232
	Iteration 39Q: 3 clusters Score -748814.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -748820.625000 Penalty: 2848.063232
	Iteration 40F: 3 clusters Score -748820.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -748827.250000 Penalty: 2848.063232
	Iteration 41Q: 3 clusters Score -748827.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -748837.062500 Penalty: 2848.063232
	Iteration 42Q: 3 clusters Score -748837.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -748847.750000 Penalty: 2848.063232
	Iteration 43Q: 3 clusters Score -748847.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -748854.062500 Penalty: 2848.063232
	Iteration 44Q: 3 clusters Score -748854.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -748863.812500 Penalty: 2848.063232
	Iteration 45Q: 3 clusters Score -748863.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -748874.375000 Penalty: 2848.063232
	Iteration 46Q: 3 clusters Score -748874.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -748879.812500 Penalty: 2848.063232
	Iteration 47Q: 3 clusters Score -748879.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -748883.437500 Penalty: 2848.063232
	Iteration 48Q: 3 clusters Score -748883.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -748886.000000 Penalty: 2848.063232
	Iteration 49Q: 3 clusters Score -748886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -748892.187500 Penalty: 2848.063232
	Iteration 50Q: 3 clusters Score -748892.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -748895.437500 Penalty: 2848.063232
	Iteration 51Q: 3 clusters Score -748895.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -748899.812500 Penalty: 2848.063232
	Iteration 52Q: 3 clusters Score -748899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -748901.375000 Penalty: 2848.063232
	Iteration 53Q: 3 clusters Score -748901.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -748903.562500 Penalty: 2848.063232
	Iteration 54Q: 3 clusters Score -748903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -748904.500000 Penalty: 2848.063232
	Iteration 55Q: 3 clusters Score -748904.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -748906.750000 Penalty: 2848.063232
	Iteration 56Q: 3 clusters Score -748906.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -748908.312500 Penalty: 2848.063232
	Iteration 57Q: 3 clusters Score -748908.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -748910.125000 Penalty: 2848.063232
	Iteration 58Q: 3 clusters Score -748910.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -748911.500000 Penalty: 2848.063232
	Iteration 59Q: 3 clusters Score -748911.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -748912.937500 Penalty: 2848.063232
	Iteration 60F: 3 clusters Score -748912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -748914.437500 Penalty: 2848.063232
	Iteration 61Q: 3 clusters Score -748914.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -748916.750000 Penalty: 2848.063232
	Iteration 62Q: 3 clusters Score -748916.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -748918.437500 Penalty: 2848.063232
	Iteration 63Q: 3 clusters Score -748918.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -748921.625000 Penalty: 2848.063232
	Iteration 64Q: 3 clusters Score -748921.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -748923.312500 Penalty: 2848.063232
	Iteration 65Q: 3 clusters Score -748923.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -748925.375000 Penalty: 2848.063232
	Iteration 66Q: 3 clusters Score -748925.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -748924.750000 Penalty: 2848.063232
	Iteration 67Q: 3 clusters Score -748924.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -748925.437500 Penalty: 2848.063232
	Iteration 68Q: 3 clusters Score -748925.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -748926.562500 Penalty: 2848.063232
	Iteration 69Q: 3 clusters Score -748926.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -748925.812500 Penalty: 2848.063232
	Iteration 70Q: 3 clusters Score -748925.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -748928.187500 Penalty: 2848.063232
	Iteration 71Q: 3 clusters Score -748928.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -748929.000000 Penalty: 2848.063232
	Iteration 72Q: 3 clusters Score -748929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -748929.375000 Penalty: 2848.063232
	Iteration 73Q: 3 clusters Score -748929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -748929.000000 Penalty: 2848.063232
	Iteration 74Q: 3 clusters Score -748929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -748930.375000 Penalty: 2848.063232
	Iteration 75Q: 3 clusters Score -748930.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -748929.500000 Penalty: 2848.063232
	Iteration 76Q: 3 clusters Score -748929.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -748931.812500 Penalty: 2848.063232
	Iteration 77Q: 3 clusters Score -748931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -748931.562500 Penalty: 2848.063232
	Iteration 78Q: 3 clusters Score -748931.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -748931.562500 Penalty: 2848.063232
	Iteration 79F: 3 clusters Score -748931.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Entering Unmasked Estep 
Score: -1139799.500000 Penalty: 1498.618774
	Iteration 0F: 2 clusters Score -1139800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1132610.750000 Penalty: 2997.237549
	Iteration 0F: 3 clusters Score -1132611 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1134998.375000 Penalty: 2997.237549
	Iteration 1F: 3 clusters Score -1134998 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1135374.375000 Penalty: 2997.237549
	Iteration 2F: 3 clusters Score -1135374 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1135754.875000 Penalty: 2997.237549
	Iteration 3F: 3 clusters Score -1135755 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1136219.250000 Penalty: 2997.237549
	Iteration 4F: 3 clusters Score -1136219 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1136809.250000 Penalty: 2997.237549
	Iteration 5F: 3 clusters Score -1136809 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1137556.500000 Penalty: 2997.237549
	Iteration 6F: 3 clusters Score -1137556 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -1138321.750000 Penalty: 2997.237549
	Iteration 7F: 3 clusters Score -1138322 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1138813.125000 Penalty: 2997.237549
	Iteration 8F: 3 clusters Score -1138813 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1139086.250000 Penalty: 2997.237549
	Iteration 9Q: 3 clusters Score -1139086 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1139225.000000 Penalty: 2997.237549
	Iteration 10Q: 3 clusters Score -1139225 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -1139325.500000 Penalty: 2997.237549
	Iteration 11Q: 3 clusters Score -1139326 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1139397.250000 Penalty: 2997.237549
	Iteration 12Q: 3 clusters Score -1139397 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1139449.625000 Penalty: 2997.237549
	Iteration 13Q: 3 clusters Score -1139450 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1139484.125000 Penalty: 2997.237549
	Iteration 14Q: 3 clusters Score -1139484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1139512.625000 Penalty: 2997.237549
	Iteration 15Q: 3 clusters Score -1139513 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1139537.750000 Penalty: 2997.237549
	Iteration 16Q: 3 clusters Score -1139538 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1139566.750000 Penalty: 2997.237549
	Iteration 17Q: 3 clusters Score -1139567 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1139588.625000 Penalty: 2997.237549
	Iteration 18Q: 3 clusters Score -1139589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1139609.375000 Penalty: 2997.237549
	Iteration 19Q: 3 clusters Score -1139609 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1139630.500000 Penalty: 2997.237549
	Iteration 20F: 3 clusters Score -1139630 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1139647.625000 Penalty: 2997.237549
	Iteration 21Q: 3 clusters Score -1139648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1139661.625000 Penalty: 2997.237549
	Iteration 22Q: 3 clusters Score -1139662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1139671.125000 Penalty: 2997.237549
	Iteration 23Q: 3 clusters Score -1139671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1139676.375000 Penalty: 2997.237549
	Iteration 24Q: 3 clusters Score -1139676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1139682.750000 Penalty: 2997.237549
	Iteration 25Q: 3 clusters Score -1139683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1139683.500000 Penalty: 2997.237549
	Iteration 26Q: 3 clusters Score -1139684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1139686.375000 Penalty: 2997.237549
	Iteration 27Q: 3 clusters Score -1139686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1139685.500000 Penalty: 2997.237549
	Iteration 28Q: 3 clusters Score -1139686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1139687.375000 Penalty: 2997.237549
	Iteration 29Q: 3 clusters Score -1139687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1139686.875000 Penalty: 2997.237549
	Iteration 30Q: 3 clusters Score -1139687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1139688.000000 Penalty: 2997.237549
	Iteration 31Q: 3 clusters Score -1139688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1139688.000000 Penalty: 2997.237549
	Iteration 32F: 3 clusters Score -1139688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Entering Unmasked Estep 
Score: -161762.765625 Penalty: 1185.887329
	Iteration 0F: 2 clusters Score -161762.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -160038.031250 Penalty: 2371.774658
	Iteration 0F: 3 clusters Score -160038 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -160425.890625 Penalty: 2371.774658
	Iteration 1F: 3 clusters Score -160425.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -160544.281250 Penalty: 2371.774658
	Iteration 2F: 3 clusters Score -160544.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160630.781250 Penalty: 2371.774658
	Iteration 3F: 3 clusters Score -160630.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -160687.421875 Penalty: 2371.774658
	Iteration 4Q: 3 clusters Score -160687.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160748.265625 Penalty: 2371.774658
	Iteration 5Q: 3 clusters Score -160748.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160788.140625 Penalty: 2371.774658
	Iteration 6Q: 3 clusters Score -160788.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -160808.937500 Penalty: 2371.774658
	Iteration 7Q: 3 clusters Score -160808.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -160830.109375 Penalty: 2371.774658
	Iteration 8Q: 3 clusters Score -160830.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -160845.734375 Penalty: 2371.774658
	Iteration 9Q: 3 clusters Score -160845.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -160858.546875 Penalty: 2371.774658
	Iteration 10Q: 3 clusters Score -160858.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160867.453125 Penalty: 2371.774658
	Iteration 11Q: 3 clusters Score -160867.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -160877.921875 Penalty: 2371.774658
	Iteration 12Q: 3 clusters Score -160877.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -160889.125000 Penalty: 2371.774658
	Iteration 13Q: 3 clusters Score -160889.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160900.031250 Penalty: 2371.774658
	Iteration 14Q: 3 clusters Score -160900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160907.031250 Penalty: 2371.774658
	Iteration 15Q: 3 clusters Score -160907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -160915.125000 Penalty: 2371.774658
	Iteration 16Q: 3 clusters Score -160915.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160925.453125 Penalty: 2371.774658
	Iteration 17Q: 3 clusters Score -160925.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160933.593750 Penalty: 2371.774658
	Iteration 18Q: 3 clusters Score -160933.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -160943.781250 Penalty: 2371.774658
	Iteration 19Q: 3 clusters Score -160943.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160963.781250 Penalty: 2371.774658
	Iteration 20F: 3 clusters Score -160963.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160987.906250 Penalty: 2371.774658
	Iteration 21Q: 3 clusters Score -160987.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -161021.625000 Penalty: 2371.774658
	Iteration 22Q: 3 clusters Score -161021.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -161055.843750 Penalty: 2371.774658
	Iteration 23Q: 3 clusters Score -161055.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -161093.593750 Penalty: 2371.774658
	Iteration 24Q: 3 clusters Score -161093.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -161120.546875 Penalty: 2371.774658
	Iteration 25Q: 3 clusters Score -161120.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -161135.140625 Penalty: 2371.774658
	Iteration 26Q: 3 clusters Score -161135.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -161145.406250 Penalty: 2371.774658
	Iteration 27Q: 3 clusters Score -161145.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -161155.140625 Penalty: 2371.774658
	Iteration 28Q: 3 clusters Score -161155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -161159.984375 Penalty: 2371.774658
	Iteration 29Q: 3 clusters Score -161160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -161162.750000 Penalty: 2371.774658
	Iteration 30Q: 3 clusters Score -161162.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -161165.000000 Penalty: 2371.774658
	Iteration 31Q: 3 clusters Score -161165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -161165.359375 Penalty: 2371.774658
	Iteration 32Q: 3 clusters Score -161165.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -161165.359375 Penalty: 2371.774658
	Iteration 33F: 3 clusters Score -161165.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -242333.953125 Penalty: 1273.922974
	Iteration 0F: 2 clusters Score -242334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -240017.687500 Penalty: 2547.845947
	Iteration 0F: 3 clusters Score -240017.7 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -240908.796875 Penalty: 2547.845947
	Iteration 1F: 3 clusters Score -240908.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -241224.765625 Penalty: 2547.845947
	Iteration 2F: 3 clusters Score -241224.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -241373.843750 Penalty: 2547.845947
	Iteration 3F: 3 clusters Score -241373.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -241503.406250 Penalty: 2547.845947
	Iteration 4F: 3 clusters Score -241503.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -241607.140625 Penalty: 2547.845947
	Iteration 5Q: 3 clusters Score -241607.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -241693.703125 Penalty: 2547.845947
	Iteration 6Q: 3 clusters Score -241693.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -241777.500000 Penalty: 2547.845947
	Iteration 7Q: 3 clusters Score -241777.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -241867.375000 Penalty: 2547.845947
	Iteration 8Q: 3 clusters Score -241867.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -241987.890625 Penalty: 2547.845947
	Iteration 9Q: 3 clusters Score -241987.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -242127.000000 Penalty: 2547.845947
	Iteration 10Q: 3 clusters Score -242127 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -242262.859375 Penalty: 2547.845947
	Iteration 11Q: 3 clusters Score -242262.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -242382.640625 Penalty: 2547.845947
	Iteration 12Q: 3 clusters Score -242382.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -242437.078125 Penalty: 2547.845947
	Iteration 13Q: 3 clusters Score -242437.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -242468.812500 Penalty: 2547.845947
	Iteration 14Q: 3 clusters Score -242468.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -242485.781250 Penalty: 2547.845947
	Iteration 15Q: 3 clusters Score -242485.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -242495.718750 Penalty: 2547.845947
	Iteration 16Q: 3 clusters Score -242495.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -242503.171875 Penalty: 2547.845947
	Iteration 17Q: 3 clusters Score -242503.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -242508.671875 Penalty: 2547.845947
	Iteration 18Q: 3 clusters Score -242508.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -242514.359375 Penalty: 2547.845947
	Iteration 19Q: 3 clusters Score -242514.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -242532.062500 Penalty: 2547.845947
	Iteration 20F: 3 clusters Score -242532.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -242569.875000 Penalty: 2547.845947
	Iteration 21Q: 3 clusters Score -242569.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -242589.843750 Penalty: 2547.845947
	Iteration 22Q: 3 clusters Score -242589.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -242605.328125 Penalty: 2547.845947
	Iteration 23Q: 3 clusters Score -242605.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -242622.265625 Penalty: 2547.845947
	Iteration 24Q: 3 clusters Score -242622.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -242635.046875 Penalty: 2547.845947
	Iteration 25Q: 3 clusters Score -242635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -242648.359375 Penalty: 2547.845947
	Iteration 26Q: 3 clusters Score -242648.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -242656.968750 Penalty: 2547.845947
	Iteration 27Q: 3 clusters Score -242657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -242665.718750 Penalty: 2547.845947
	Iteration 28Q: 3 clusters Score -242665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -242667.453125 Penalty: 2547.845947
	Iteration 29Q: 3 clusters Score -242667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -242670.812500 Penalty: 2547.845947
	Iteration 30Q: 3 clusters Score -242670.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -242671.531250 Penalty: 2547.845947
	Iteration 31Q: 3 clusters Score -242671.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -242675.515625 Penalty: 2547.845947
	Iteration 32Q: 3 clusters Score -242675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -242678.906250 Penalty: 2547.845947
	Iteration 33Q: 3 clusters Score -242678.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -242681.875000 Penalty: 2547.845947
	Iteration 34Q: 3 clusters Score -242681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -242682.937500 Penalty: 2547.845947
	Iteration 35Q: 3 clusters Score -242682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -242682.562500 Penalty: 2547.845947
	Iteration 36Q: 3 clusters Score -242682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -242682.562500 Penalty: 2547.845947
	Iteration 37F: 3 clusters Score -242682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 779 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 89545 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43706 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 4055 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3614 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 1760 members 
Entering Unmasked Estep 
Score: -40138056.000000 Penalty: 87349.148438
Splitting cluster 8 changes total score from -40138472.000000 to -40138056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Entering Unmasked Estep 
Score: -1366551.750000 Penalty: 1525.097900
	Iteration 0F: 2 clusters Score -1366552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1358138.375000 Penalty: 3050.195801
	Iteration 0F: 3 clusters Score -1358138 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1361033.750000 Penalty: 3050.195801
	Iteration 1F: 3 clusters Score -1361034 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1361392.875000 Penalty: 3050.195801
	Iteration 2F: 3 clusters Score -1361393 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1361722.500000 Penalty: 3050.195801
	Iteration 3F: 3 clusters Score -1361722 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1362084.875000 Penalty: 3050.195801
	Iteration 4F: 3 clusters Score -1362085 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1362405.375000 Penalty: 3050.195801
	Iteration 5F: 3 clusters Score -1362405 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1362661.625000 Penalty: 3050.195801
	Iteration 6Q: 3 clusters Score -1362662 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1362886.250000 Penalty: 3050.195801
	Iteration 7Q: 3 clusters Score -1362886 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1363083.625000 Penalty: 3050.195801
	Iteration 8Q: 3 clusters Score -1363084 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1363255.625000 Penalty: 3050.195801
	Iteration 9Q: 3 clusters Score -1363256 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1363399.000000 Penalty: 3050.195801
	Iteration 10Q: 3 clusters Score -1363399 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1363493.000000 Penalty: 3050.195801
	Iteration 11Q: 3 clusters Score -1363493 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1363569.250000 Penalty: 3050.195801
	Iteration 12Q: 3 clusters Score -1363569 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1363624.250000 Penalty: 3050.195801
	Iteration 13Q: 3 clusters Score -1363624 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1363671.125000 Penalty: 3050.195801
	Iteration 14Q: 3 clusters Score -1363671 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1363713.750000 Penalty: 3050.195801
	Iteration 15Q: 3 clusters Score -1363714 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1363752.000000 Penalty: 3050.195801
	Iteration 16Q: 3 clusters Score -1363752 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1363789.875000 Penalty: 3050.195801
	Iteration 17Q: 3 clusters Score -1363790 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1363840.625000 Penalty: 3050.195801
	Iteration 18Q: 3 clusters Score -1363841 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1363907.375000 Penalty: 3050.195801
	Iteration 19Q: 3 clusters Score -1363907 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1363979.500000 Penalty: 3050.195801
	Iteration 20F: 3 clusters Score -1363980 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1364042.750000 Penalty: 3050.195801
	Iteration 21Q: 3 clusters Score -1364043 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1364110.375000 Penalty: 3050.195801
	Iteration 22Q: 3 clusters Score -1364110 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1364172.000000 Penalty: 3050.195801
	Iteration 23Q: 3 clusters Score -1364172 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1364239.250000 Penalty: 3050.195801
	Iteration 24Q: 3 clusters Score -1364239 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1364303.500000 Penalty: 3050.195801
	Iteration 25Q: 3 clusters Score -1364304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1364371.000000 Penalty: 3050.195801
	Iteration 26Q: 3 clusters Score -1364371 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1364446.625000 Penalty: 3050.195801
	Iteration 27Q: 3 clusters Score -1364447 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1364494.875000 Penalty: 3050.195801
	Iteration 28Q: 3 clusters Score -1364495 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1364533.000000 Penalty: 3050.195801
	Iteration 29Q: 3 clusters Score -1364533 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1364581.000000 Penalty: 3050.195801
	Iteration 30Q: 3 clusters Score -1364581 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1364622.375000 Penalty: 3050.195801
	Iteration 31Q: 3 clusters Score -1364622 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1364672.375000 Penalty: 3050.195801
	Iteration 32Q: 3 clusters Score -1364672 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1364705.625000 Penalty: 3050.195801
	Iteration 33Q: 3 clusters Score -1364706 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1364731.625000 Penalty: 3050.195801
	Iteration 34Q: 3 clusters Score -1364732 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1364765.500000 Penalty: 3050.195801
	Iteration 35Q: 3 clusters Score -1364766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1364797.875000 Penalty: 3050.195801
	Iteration 36Q: 3 clusters Score -1364798 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1364828.125000 Penalty: 3050.195801
	Iteration 37Q: 3 clusters Score -1364828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1364865.250000 Penalty: 3050.195801
	Iteration 38Q: 3 clusters Score -1364865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1364897.250000 Penalty: 3050.195801
	Iteration 39Q: 3 clusters Score -1364897 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1364935.625000 Penalty: 3050.195801
	Iteration 40F: 3 clusters Score -1364936 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1364970.625000 Penalty: 3050.195801
	Iteration 41Q: 3 clusters Score -1364971 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1365011.000000 Penalty: 3050.195801
	Iteration 42Q: 3 clusters Score -1365011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1365036.500000 Penalty: 3050.195801
	Iteration 43Q: 3 clusters Score -1365036 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1365065.125000 Penalty: 3050.195801
	Iteration 44Q: 3 clusters Score -1365065 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1365093.750000 Penalty: 3050.195801
	Iteration 45Q: 3 clusters Score -1365094 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1365125.375000 Penalty: 3050.195801
	Iteration 46Q: 3 clusters Score -1365125 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1365144.250000 Penalty: 3050.195801
	Iteration 47Q: 3 clusters Score -1365144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1365164.250000 Penalty: 3050.195801
	Iteration 48Q: 3 clusters Score -1365164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1365193.500000 Penalty: 3050.195801
	Iteration 49Q: 3 clusters Score -1365194 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1365214.250000 Penalty: 3050.195801
	Iteration 50Q: 3 clusters Score -1365214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1365230.250000 Penalty: 3050.195801
	Iteration 51Q: 3 clusters Score -1365230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1365248.250000 Penalty: 3050.195801
	Iteration 52Q: 3 clusters Score -1365248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1365264.000000 Penalty: 3050.195801
	Iteration 53Q: 3 clusters Score -1365264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1365286.750000 Penalty: 3050.195801
	Iteration 54Q: 3 clusters Score -1365287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -1365300.750000 Penalty: 3050.195801
	Iteration 55Q: 3 clusters Score -1365301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1365309.625000 Penalty: 3050.195801
	Iteration 56Q: 3 clusters Score -1365310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1365318.625000 Penalty: 3050.195801
	Iteration 57Q: 3 clusters Score -1365319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1365338.250000 Penalty: 3050.195801
	Iteration 58Q: 3 clusters Score -1365338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1365345.500000 Penalty: 3050.195801
	Iteration 59Q: 3 clusters Score -1365346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1365352.375000 Penalty: 3050.195801
	Iteration 60F: 3 clusters Score -1365352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1365362.375000 Penalty: 3050.195801
	Iteration 61Q: 3 clusters Score -1365362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1365372.250000 Penalty: 3050.195801
	Iteration 62Q: 3 clusters Score -1365372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -1365382.375000 Penalty: 3050.195801
	Iteration 63Q: 3 clusters Score -1365382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -1365392.750000 Penalty: 3050.195801
	Iteration 64Q: 3 clusters Score -1365393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1365404.750000 Penalty: 3050.195801
	Iteration 65Q: 3 clusters Score -1365405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1365413.875000 Penalty: 3050.195801
	Iteration 66Q: 3 clusters Score -1365414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1365424.250000 Penalty: 3050.195801
	Iteration 67Q: 3 clusters Score -1365424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1365428.375000 Penalty: 3050.195801
	Iteration 68Q: 3 clusters Score -1365428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1365430.250000 Penalty: 3050.195801
	Iteration 69Q: 3 clusters Score -1365430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1365437.750000 Penalty: 3050.195801
	Iteration 70Q: 3 clusters Score -1365438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -1365438.750000 Penalty: 3050.195801
	Iteration 71Q: 3 clusters Score -1365439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1365442.375000 Penalty: 3050.195801
	Iteration 72Q: 3 clusters Score -1365442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1365444.750000 Penalty: 3050.195801
	Iteration 73Q: 3 clusters Score -1365445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1365445.125000 Penalty: 3050.195801
	Iteration 74Q: 3 clusters Score -1365445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1365446.000000 Penalty: 3050.195801
	Iteration 75Q: 3 clusters Score -1365446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1365447.250000 Penalty: 3050.195801
	Iteration 76Q: 3 clusters Score -1365447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1365447.125000 Penalty: 3050.195801
	Iteration 77Q: 3 clusters Score -1365447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1365450.500000 Penalty: 3050.195801
	Iteration 78Q: 3 clusters Score -1365450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1365451.500000 Penalty: 3050.195801
	Iteration 79Q: 3 clusters Score -1365452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1365452.250000 Penalty: 3050.195801
	Iteration 80F: 3 clusters Score -1365452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1365453.625000 Penalty: 3050.195801
	Iteration 81Q: 3 clusters Score -1365454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -1365454.375000 Penalty: 3050.195801
	Iteration 82Q: 3 clusters Score -1365454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1365452.875000 Penalty: 3050.195801
	Iteration 83Q: 3 clusters Score -1365453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1365452.875000 Penalty: 3050.195801
	Iteration 84F: 3 clusters Score -1365453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -406922.375000 Penalty: 1332.502319
	Iteration 0F: 2 clusters Score -406922.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -403816.062500 Penalty: 2665.004639
	Iteration 0F: 3 clusters Score -403816.1 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -404582.718750 Penalty: 2665.004639
	Iteration 1F: 3 clusters Score -404582.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -404724.625000 Penalty: 2665.004639
	Iteration 2F: 3 clusters Score -404724.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -404800.937500 Penalty: 2665.004639
	Iteration 3Q: 3 clusters Score -404800.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -404848.312500 Penalty: 2665.004639
	Iteration 4Q: 3 clusters Score -404848.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -404897.000000 Penalty: 2665.004639
	Iteration 5Q: 3 clusters Score -404897 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -404938.562500 Penalty: 2665.004639
	Iteration 6Q: 3 clusters Score -404938.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -404968.562500 Penalty: 2665.004639
	Iteration 7Q: 3 clusters Score -404968.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -404996.218750 Penalty: 2665.004639
	Iteration 8Q: 3 clusters Score -404996.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -405024.375000 Penalty: 2665.004639
	Iteration 9Q: 3 clusters Score -405024.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -405048.687500 Penalty: 2665.004639
	Iteration 10Q: 3 clusters Score -405048.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -405077.187500 Penalty: 2665.004639
	Iteration 11Q: 3 clusters Score -405077.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -405105.468750 Penalty: 2665.004639
	Iteration 12Q: 3 clusters Score -405105.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -405128.906250 Penalty: 2665.004639
	Iteration 13Q: 3 clusters Score -405128.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -405159.937500 Penalty: 2665.004639
	Iteration 14Q: 3 clusters Score -405159.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -405195.000000 Penalty: 2665.004639
	Iteration 15Q: 3 clusters Score -405195 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -405248.750000 Penalty: 2665.004639
	Iteration 16Q: 3 clusters Score -405248.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -405356.000000 Penalty: 2665.004639
	Iteration 17Q: 3 clusters Score -405356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -405501.812500 Penalty: 2665.004639
	Iteration 18Q: 3 clusters Score -405501.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -405600.218750 Penalty: 2665.004639
	Iteration 19Q: 3 clusters Score -405600.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -405701.156250 Penalty: 2665.004639
	Iteration 20F: 3 clusters Score -405701.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -405774.625000 Penalty: 2665.004639
	Iteration 21Q: 3 clusters Score -405774.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -405829.062500 Penalty: 2665.004639
	Iteration 22Q: 3 clusters Score -405829.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -405879.031250 Penalty: 2665.004639
	Iteration 23Q: 3 clusters Score -405879 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -405908.875000 Penalty: 2665.004639
	Iteration 24Q: 3 clusters Score -405908.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -405932.625000 Penalty: 2665.004639
	Iteration 25Q: 3 clusters Score -405932.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -405956.312500 Penalty: 2665.004639
	Iteration 26Q: 3 clusters Score -405956.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -405979.937500 Penalty: 2665.004639
	Iteration 27Q: 3 clusters Score -405979.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -406010.718750 Penalty: 2665.004639
	Iteration 28Q: 3 clusters Score -406010.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -406040.718750 Penalty: 2665.004639
	Iteration 29Q: 3 clusters Score -406040.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -406065.875000 Penalty: 2665.004639
	Iteration 30Q: 3 clusters Score -406065.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -406088.031250 Penalty: 2665.004639
	Iteration 31Q: 3 clusters Score -406088 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -406106.281250 Penalty: 2665.004639
	Iteration 32Q: 3 clusters Score -406106.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -406120.281250 Penalty: 2665.004639
	Iteration 33Q: 3 clusters Score -406120.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -406130.843750 Penalty: 2665.004639
	Iteration 34Q: 3 clusters Score -406130.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -406143.062500 Penalty: 2665.004639
	Iteration 35Q: 3 clusters Score -406143.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -406158.375000 Penalty: 2665.004639
	Iteration 36Q: 3 clusters Score -406158.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -406177.593750 Penalty: 2665.004639
	Iteration 37Q: 3 clusters Score -406177.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -406199.281250 Penalty: 2665.004639
	Iteration 38Q: 3 clusters Score -406199.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -406214.250000 Penalty: 2665.004639
	Iteration 39Q: 3 clusters Score -406214.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -406229.843750 Penalty: 2665.004639
	Iteration 40F: 3 clusters Score -406229.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -406239.031250 Penalty: 2665.004639
	Iteration 41Q: 3 clusters Score -406239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -406253.906250 Penalty: 2665.004639
	Iteration 42Q: 3 clusters Score -406253.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -406269.781250 Penalty: 2665.004639
	Iteration 43Q: 3 clusters Score -406269.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -406282.593750 Penalty: 2665.004639
	Iteration 44Q: 3 clusters Score -406282.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -406294.156250 Penalty: 2665.004639
	Iteration 45Q: 3 clusters Score -406294.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -406311.812500 Penalty: 2665.004639
	Iteration 46Q: 3 clusters Score -406311.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -406339.968750 Penalty: 2665.004639
	Iteration 47Q: 3 clusters Score -406340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -406364.718750 Penalty: 2665.004639
	Iteration 48Q: 3 clusters Score -406364.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -406392.406250 Penalty: 2665.004639
	Iteration 49Q: 3 clusters Score -406392.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -406411.562500 Penalty: 2665.004639
	Iteration 50Q: 3 clusters Score -406411.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -406429.187500 Penalty: 2665.004639
	Iteration 51Q: 3 clusters Score -406429.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -406443.500000 Penalty: 2665.004639
	Iteration 52Q: 3 clusters Score -406443.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -406453.187500 Penalty: 2665.004639
	Iteration 53Q: 3 clusters Score -406453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -406459.781250 Penalty: 2665.004639
	Iteration 54Q: 3 clusters Score -406459.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -406466.812500 Penalty: 2665.004639
	Iteration 55Q: 3 clusters Score -406466.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -406472.281250 Penalty: 2665.004639
	Iteration 56Q: 3 clusters Score -406472.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -406477.593750 Penalty: 2665.004639
	Iteration 57Q: 3 clusters Score -406477.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -406485.656250 Penalty: 2665.004639
	Iteration 58Q: 3 clusters Score -406485.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -406502.250000 Penalty: 2665.004639
	Iteration 59Q: 3 clusters Score -406502.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -406524.625000 Penalty: 2665.004639
	Iteration 60F: 3 clusters Score -406524.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -406546.406250 Penalty: 2665.004639
	Iteration 61Q: 3 clusters Score -406546.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -406566.375000 Penalty: 2665.004639
	Iteration 62Q: 3 clusters Score -406566.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -406581.531250 Penalty: 2665.004639
	Iteration 63Q: 3 clusters Score -406581.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -406586.875000 Penalty: 2665.004639
	Iteration 64Q: 3 clusters Score -406586.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -406592.031250 Penalty: 2665.004639
	Iteration 65Q: 3 clusters Score -406592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -406595.781250 Penalty: 2665.004639
	Iteration 66Q: 3 clusters Score -406595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -406597.968750 Penalty: 2665.004639
	Iteration 67Q: 3 clusters Score -406598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -406599.187500 Penalty: 2665.004639
	Iteration 68Q: 3 clusters Score -406599.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -406599.187500 Penalty: 2665.004639
	Iteration 69F: 3 clusters Score -406599.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Entering Unmasked Estep 
Score: -2458998.500000 Penalty: 1621.227539
	Iteration 0F: 2 clusters Score -2458998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2444483.500000 Penalty: 3242.455078
	Iteration 0F: 3 clusters Score -2444484 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2450010.500000 Penalty: 3242.455078
	Iteration 1F: 3 clusters Score -2450010 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2450548.500000 Penalty: 3242.455078
	Iteration 2F: 3 clusters Score -2450548 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -2451219.750000 Penalty: 3242.455078
	Iteration 3F: 3 clusters Score -2451220 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2452035.250000 Penalty: 3242.455078
	Iteration 4F: 3 clusters Score -2452035 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2453123.250000 Penalty: 3242.455078
	Iteration 5F: 3 clusters Score -2453123 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2454427.500000 Penalty: 3242.455078
	Iteration 6F: 3 clusters Score -2454428 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2455646.000000 Penalty: 3242.455078
	Iteration 7F: 3 clusters Score -2455646 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2456539.500000 Penalty: 3242.455078
	Iteration 8Q: 3 clusters Score -2456540 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2457037.500000 Penalty: 3242.455078
	Iteration 9Q: 3 clusters Score -2457038 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -2457292.750000 Penalty: 3242.455078
	Iteration 10Q: 3 clusters Score -2457293 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2457401.000000 Penalty: 3242.455078
	Iteration 11Q: 3 clusters Score -2457401 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2457490.750000 Penalty: 3242.455078
	Iteration 12Q: 3 clusters Score -2457491 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2457533.750000 Penalty: 3242.455078
	Iteration 13Q: 3 clusters Score -2457534 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2457564.250000 Penalty: 3242.455078
	Iteration 14Q: 3 clusters Score -2457564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2457592.500000 Penalty: 3242.455078
	Iteration 15Q: 3 clusters Score -2457592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2457602.000000 Penalty: 3242.455078
	Iteration 16Q: 3 clusters Score -2457602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2457626.000000 Penalty: 3242.455078
	Iteration 17Q: 3 clusters Score -2457626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2457630.250000 Penalty: 3242.455078
	Iteration 18Q: 3 clusters Score -2457630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -2457631.750000 Penalty: 3242.455078
	Iteration 19Q: 3 clusters Score -2457632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2457638.000000 Penalty: 3242.455078
	Iteration 20F: 3 clusters Score -2457638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2457647.750000 Penalty: 3242.455078
	Iteration 21Q: 3 clusters Score -2457648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2457652.500000 Penalty: 3242.455078
	Iteration 22Q: 3 clusters Score -2457652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2457653.500000 Penalty: 3242.455078
	Iteration 23Q: 3 clusters Score -2457654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2457656.000000 Penalty: 3242.455078
	Iteration 24Q: 3 clusters Score -2457656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2457657.250000 Penalty: 3242.455078
	Iteration 25Q: 3 clusters Score -2457657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2457658.250000 Penalty: 3242.455078
	Iteration 26Q: 3 clusters Score -2457658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2457657.500000 Penalty: 3242.455078
	Iteration 27Q: 3 clusters Score -2457658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2457657.500000 Penalty: 3242.455078
	Iteration 28F: 3 clusters Score -2457658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Entering Unmasked Estep 
Score: -1569239.625000 Penalty: 1546.801880
	Iteration 0F: 2 clusters Score -1569240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1559742.000000 Penalty: 3093.603760
	Iteration 0F: 3 clusters Score -1559742 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1563370.500000 Penalty: 3093.603760
	Iteration 1F: 3 clusters Score -1563370 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1564054.375000 Penalty: 3093.603760
	Iteration 2F: 3 clusters Score -1564054 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1564956.500000 Penalty: 3093.603760
	Iteration 3F: 3 clusters Score -1564956 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1566009.250000 Penalty: 3093.603760
	Iteration 4F: 3 clusters Score -1566009 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1566885.500000 Penalty: 3093.603760
	Iteration 5F: 3 clusters Score -1566886 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1567402.375000 Penalty: 3093.603760
	Iteration 6Q: 3 clusters Score -1567402 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -1567688.750000 Penalty: 3093.603760
	Iteration 7Q: 3 clusters Score -1567689 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -1567863.875000 Penalty: 3093.603760
	Iteration 8Q: 3 clusters Score -1567864 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -1567969.500000 Penalty: 3093.603760
	Iteration 9Q: 3 clusters Score -1567970 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1568030.750000 Penalty: 3093.603760
	Iteration 10Q: 3 clusters Score -1568031 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1568075.375000 Penalty: 3093.603760
	Iteration 11Q: 3 clusters Score -1568075 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -1568113.000000 Penalty: 3093.603760
	Iteration 12Q: 3 clusters Score -1568113 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1568127.250000 Penalty: 3093.603760
	Iteration 13Q: 3 clusters Score -1568127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1568134.250000 Penalty: 3093.603760
	Iteration 14Q: 3 clusters Score -1568134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1568135.750000 Penalty: 3093.603760
	Iteration 15Q: 3 clusters Score -1568136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1568142.250000 Penalty: 3093.603760
	Iteration 16Q: 3 clusters Score -1568142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1568144.000000 Penalty: 3093.603760
	Iteration 17Q: 3 clusters Score -1568144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 13037 members 
Entering Unmasked Estep 
Score: -1568148.625000 Penalty: 3093.603760
	Iteration 18Q: 3 clusters Score -1568149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1568149.875000 Penalty: 3093.603760
	Iteration 19Q: 3 clusters Score -1568150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1568155.125000 Penalty: 3093.603760
	Iteration 20F: 3 clusters Score -1568155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1568154.500000 Penalty: 3093.603760
	Iteration 21Q: 3 clusters Score -1568154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1568160.125000 Penalty: 3093.603760
	Iteration 22Q: 3 clusters Score -1568160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -1568162.500000 Penalty: 3093.603760
	Iteration 23Q: 3 clusters Score -1568162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1568165.000000 Penalty: 3093.603760
	Iteration 24Q: 3 clusters Score -1568165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1568169.000000 Penalty: 3093.603760
	Iteration 25Q: 3 clusters Score -1568169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -1568171.750000 Penalty: 3093.603760
	Iteration 26Q: 3 clusters Score -1568172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1568171.375000 Penalty: 3093.603760
	Iteration 27Q: 3 clusters Score -1568171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1568173.125000 Penalty: 3093.603760
	Iteration 28Q: 3 clusters Score -1568173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -1568173.125000 Penalty: 3093.603760
	Iteration 29F: 3 clusters Score -1568173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Entering Unmasked Estep 
Score: -878359.250000 Penalty: 1452.447388
	Iteration 0F: 2 clusters Score -878359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -872674.500000 Penalty: 2904.894775
	Iteration 0F: 3 clusters Score -872674.5 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -874374.125000 Penalty: 2904.894775
	Iteration 1F: 3 clusters Score -874374.1 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -874558.875000 Penalty: 2904.894775
	Iteration 2F: 3 clusters Score -874558.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -874690.750000 Penalty: 2904.894775
	Iteration 3Q: 3 clusters Score -874690.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -874804.375000 Penalty: 2904.894775
	Iteration 4Q: 3 clusters Score -874804.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -874897.937500 Penalty: 2904.894775
	Iteration 5Q: 3 clusters Score -874897.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -874980.937500 Penalty: 2904.894775
	Iteration 6Q: 3 clusters Score -874980.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -875070.250000 Penalty: 2904.894775
	Iteration 7Q: 3 clusters Score -875070.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -875160.187500 Penalty: 2904.894775
	Iteration 8Q: 3 clusters Score -875160.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -875273.000000 Penalty: 2904.894775
	Iteration 9Q: 3 clusters Score -875273 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -875407.937500 Penalty: 2904.894775
	Iteration 10Q: 3 clusters Score -875407.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -875577.250000 Penalty: 2904.894775
	Iteration 11Q: 3 clusters Score -875577.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -875782.687500 Penalty: 2904.894775
	Iteration 12Q: 3 clusters Score -875782.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -876022.562500 Penalty: 2904.894775
	Iteration 13Q: 3 clusters Score -876022.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -876268.000000 Penalty: 2904.894775
	Iteration 14Q: 3 clusters Score -876268 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -876472.562500 Penalty: 2904.894775
	Iteration 15Q: 3 clusters Score -876472.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -876651.812500 Penalty: 2904.894775
	Iteration 16Q: 3 clusters Score -876651.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -876799.875000 Penalty: 2904.894775
	Iteration 17Q: 3 clusters Score -876799.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -876909.437500 Penalty: 2904.894775
	Iteration 18Q: 3 clusters Score -876909.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -876972.812500 Penalty: 2904.894775
	Iteration 19Q: 3 clusters Score -876972.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -877012.125000 Penalty: 2904.894775
	Iteration 20F: 3 clusters Score -877012.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -877035.125000 Penalty: 2904.894775
	Iteration 21Q: 3 clusters Score -877035.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -877056.500000 Penalty: 2904.894775
	Iteration 22Q: 3 clusters Score -877056.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -877071.500000 Penalty: 2904.894775
	Iteration 23Q: 3 clusters Score -877071.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -877089.187500 Penalty: 2904.894775
	Iteration 24Q: 3 clusters Score -877089.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -877096.250000 Penalty: 2904.894775
	Iteration 25Q: 3 clusters Score -877096.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -877097.562500 Penalty: 2904.894775
	Iteration 26Q: 3 clusters Score -877097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -877098.625000 Penalty: 2904.894775
	Iteration 27Q: 3 clusters Score -877098.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -877098.625000 Penalty: 2904.894775
	Iteration 28F: 3 clusters Score -877098.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Entering Unmasked Estep 
Score: -482218.406250 Penalty: 1372.635132
	Iteration 0F: 2 clusters Score -482218.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -478515.031250 Penalty: 2745.270264
	Iteration 0F: 3 clusters Score -478515 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -479822.187500 Penalty: 2745.270264
	Iteration 1F: 3 clusters Score -479822.2 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -480273.625000 Penalty: 2745.270264
	Iteration 2F: 3 clusters Score -480273.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -480605.406250 Penalty: 2745.270264
	Iteration 3F: 3 clusters Score -480605.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -480856.375000 Penalty: 2745.270264
	Iteration 4F: 3 clusters Score -480856.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -481022.500000 Penalty: 2745.270264
	Iteration 5F: 3 clusters Score -481022.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -481127.000000 Penalty: 2745.270264
	Iteration 6Q: 3 clusters Score -481127 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -481192.468750 Penalty: 2745.270264
	Iteration 7Q: 3 clusters Score -481192.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -481241.250000 Penalty: 2745.270264
	Iteration 8Q: 3 clusters Score -481241.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -481289.312500 Penalty: 2745.270264
	Iteration 9Q: 3 clusters Score -481289.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -481315.375000 Penalty: 2745.270264
	Iteration 10Q: 3 clusters Score -481315.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -481334.000000 Penalty: 2745.270264
	Iteration 11Q: 3 clusters Score -481334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -481348.687500 Penalty: 2745.270264
	Iteration 12Q: 3 clusters Score -481348.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -481361.062500 Penalty: 2745.270264
	Iteration 13Q: 3 clusters Score -481361.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -481372.312500 Penalty: 2745.270264
	Iteration 14Q: 3 clusters Score -481372.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -481378.781250 Penalty: 2745.270264
	Iteration 15Q: 3 clusters Score -481378.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -481387.406250 Penalty: 2745.270264
	Iteration 16Q: 3 clusters Score -481387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -481390.968750 Penalty: 2745.270264
	Iteration 17Q: 3 clusters Score -481391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -481396.437500 Penalty: 2745.270264
	Iteration 18Q: 3 clusters Score -481396.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -481403.906250 Penalty: 2745.270264
	Iteration 19Q: 3 clusters Score -481403.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -481409.281250 Penalty: 2745.270264
	Iteration 20F: 3 clusters Score -481409.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -481414.625000 Penalty: 2745.270264
	Iteration 21Q: 3 clusters Score -481414.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -481418.593750 Penalty: 2745.270264
	Iteration 22Q: 3 clusters Score -481418.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -481421.718750 Penalty: 2745.270264
	Iteration 23Q: 3 clusters Score -481421.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -481423.000000 Penalty: 2745.270264
	Iteration 24Q: 3 clusters Score -481423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -481425.125000 Penalty: 2745.270264
	Iteration 25Q: 3 clusters Score -481425.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -481427.000000 Penalty: 2745.270264
	Iteration 26Q: 3 clusters Score -481427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -481430.125000 Penalty: 2745.270264
	Iteration 27Q: 3 clusters Score -481430.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -481431.843750 Penalty: 2745.270264
	Iteration 28Q: 3 clusters Score -481431.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -481433.968750 Penalty: 2745.270264
	Iteration 29Q: 3 clusters Score -481434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -481437.031250 Penalty: 2745.270264
	Iteration 30Q: 3 clusters Score -481437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -481437.843750 Penalty: 2745.270264
	Iteration 31Q: 3 clusters Score -481437.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -481438.250000 Penalty: 2745.270264
	Iteration 32Q: 3 clusters Score -481438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -481438.250000 Penalty: 2745.270264
	Iteration 33F: 3 clusters Score -481438.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -542786.562500 Penalty: 1376.663696
	Iteration 0F: 2 clusters Score -542786.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -538972.437500 Penalty: 2753.327393
	Iteration 0F: 3 clusters Score -538972.4 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -539988.500000 Penalty: 2753.327393
	Iteration 1F: 3 clusters Score -539988.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -540158.750000 Penalty: 2753.327393
	Iteration 2F: 3 clusters Score -540158.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -540276.312500 Penalty: 2753.327393
	Iteration 3F: 3 clusters Score -540276.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -540368.750000 Penalty: 2753.327393
	Iteration 4Q: 3 clusters Score -540368.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -540426.062500 Penalty: 2753.327393
	Iteration 5Q: 3 clusters Score -540426.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -540461.562500 Penalty: 2753.327393
	Iteration 6Q: 3 clusters Score -540461.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -540496.000000 Penalty: 2753.327393
	Iteration 7Q: 3 clusters Score -540496 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -540521.687500 Penalty: 2753.327393
	Iteration 8Q: 3 clusters Score -540521.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -540546.937500 Penalty: 2753.327393
	Iteration 9Q: 3 clusters Score -540546.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -540573.750000 Penalty: 2753.327393
	Iteration 10Q: 3 clusters Score -540573.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -540602.687500 Penalty: 2753.327393
	Iteration 11Q: 3 clusters Score -540602.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -540633.125000 Penalty: 2753.327393
	Iteration 12Q: 3 clusters Score -540633.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -540668.312500 Penalty: 2753.327393
	Iteration 13Q: 3 clusters Score -540668.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -540709.312500 Penalty: 2753.327393
	Iteration 14Q: 3 clusters Score -540709.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -540757.437500 Penalty: 2753.327393
	Iteration 15Q: 3 clusters Score -540757.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -540807.062500 Penalty: 2753.327393
	Iteration 16Q: 3 clusters Score -540807.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -540861.500000 Penalty: 2753.327393
	Iteration 17Q: 3 clusters Score -540861.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -540926.750000 Penalty: 2753.327393
	Iteration 18Q: 3 clusters Score -540926.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -540996.437500 Penalty: 2753.327393
	Iteration 19Q: 3 clusters Score -540996.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -541080.812500 Penalty: 2753.327393
	Iteration 20F: 3 clusters Score -541080.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -541185.500000 Penalty: 2753.327393
	Iteration 21Q: 3 clusters Score -541185.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -541305.250000 Penalty: 2753.327393
	Iteration 22Q: 3 clusters Score -541305.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -541387.625000 Penalty: 2753.327393
	Iteration 23Q: 3 clusters Score -541387.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -541455.437500 Penalty: 2753.327393
	Iteration 24Q: 3 clusters Score -541455.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -541516.625000 Penalty: 2753.327393
	Iteration 25Q: 3 clusters Score -541516.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -541575.062500 Penalty: 2753.327393
	Iteration 26Q: 3 clusters Score -541575.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -541618.937500 Penalty: 2753.327393
	Iteration 27Q: 3 clusters Score -541618.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -541644.687500 Penalty: 2753.327393
	Iteration 28Q: 3 clusters Score -541644.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -541665.375000 Penalty: 2753.327393
	Iteration 29Q: 3 clusters Score -541665.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -541683.312500 Penalty: 2753.327393
	Iteration 30Q: 3 clusters Score -541683.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -541692.937500 Penalty: 2753.327393
	Iteration 31Q: 3 clusters Score -541692.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -541700.125000 Penalty: 2753.327393
	Iteration 32Q: 3 clusters Score -541700.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -541708.750000 Penalty: 2753.327393
	Iteration 33Q: 3 clusters Score -541708.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -541717.687500 Penalty: 2753.327393
	Iteration 34Q: 3 clusters Score -541717.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -541724.187500 Penalty: 2753.327393
	Iteration 35Q: 3 clusters Score -541724.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -541731.062500 Penalty: 2753.327393
	Iteration 36Q: 3 clusters Score -541731.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -541737.750000 Penalty: 2753.327393
	Iteration 37Q: 3 clusters Score -541737.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -541743.687500 Penalty: 2753.327393
	Iteration 38Q: 3 clusters Score -541743.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -541748.437500 Penalty: 2753.327393
	Iteration 39Q: 3 clusters Score -541748.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -541752.500000 Penalty: 2753.327393
	Iteration 40F: 3 clusters Score -541752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -541756.375000 Penalty: 2753.327393
	Iteration 41Q: 3 clusters Score -541756.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -541756.625000 Penalty: 2753.327393
	Iteration 42Q: 3 clusters Score -541756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -541758.937500 Penalty: 2753.327393
	Iteration 43Q: 3 clusters Score -541758.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -541760.937500 Penalty: 2753.327393
	Iteration 44Q: 3 clusters Score -541760.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -541761.937500 Penalty: 2753.327393
	Iteration 45Q: 3 clusters Score -541761.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -541762.625000 Penalty: 2753.327393
	Iteration 46Q: 3 clusters Score -541762.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -541763.687500 Penalty: 2753.327393
	Iteration 47Q: 3 clusters Score -541763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -541763.375000 Penalty: 2753.327393
	Iteration 48Q: 3 clusters Score -541763.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -541762.937500 Penalty: 2753.327393
	Iteration 49Q: 3 clusters Score -541762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -541764.437500 Penalty: 2753.327393
	Iteration 50Q: 3 clusters Score -541764.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -541765.062500 Penalty: 2753.327393
	Iteration 51Q: 3 clusters Score -541765.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -541765.062500 Penalty: 2753.327393
	Iteration 52F: 3 clusters Score -541765.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -289200.718750 Penalty: 1280.630737
	Iteration 0F: 2 clusters Score -289200.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -286710.562500 Penalty: 2561.261475
	Iteration 0F: 3 clusters Score -286710.6 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287338.656250 Penalty: 2561.261475
	Iteration 1F: 3 clusters Score -287338.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -287497.375000 Penalty: 2561.261475
	Iteration 2F: 3 clusters Score -287497.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -287617.062500 Penalty: 2561.261475
	Iteration 3F: 3 clusters Score -287617.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -287742.375000 Penalty: 2561.261475
	Iteration 4F: 3 clusters Score -287742.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287848.906250 Penalty: 2561.261475
	Iteration 5Q: 3 clusters Score -287848.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -287952.656250 Penalty: 2561.261475
	Iteration 6Q: 3 clusters Score -287952.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -288044.250000 Penalty: 2561.261475
	Iteration 7Q: 3 clusters Score -288044.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288190.000000 Penalty: 2561.261475
	Iteration 8Q: 3 clusters Score -288190 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -288322.125000 Penalty: 2561.261475
	Iteration 9Q: 3 clusters Score -288322.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -288434.375000 Penalty: 2561.261475
	Iteration 10Q: 3 clusters Score -288434.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288537.812500 Penalty: 2561.261475
	Iteration 11Q: 3 clusters Score -288537.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -288607.281250 Penalty: 2561.261475
	Iteration 12Q: 3 clusters Score -288607.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -288634.875000 Penalty: 2561.261475
	Iteration 13Q: 3 clusters Score -288634.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -288656.937500 Penalty: 2561.261475
	Iteration 14Q: 3 clusters Score -288656.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288674.187500 Penalty: 2561.261475
	Iteration 15Q: 3 clusters Score -288674.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288687.156250 Penalty: 2561.261475
	Iteration 16Q: 3 clusters Score -288687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -288695.312500 Penalty: 2561.261475
	Iteration 17Q: 3 clusters Score -288695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -288703.531250 Penalty: 2561.261475
	Iteration 18Q: 3 clusters Score -288703.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288710.750000 Penalty: 2561.261475
	Iteration 19Q: 3 clusters Score -288710.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288713.968750 Penalty: 2561.261475
	Iteration 20F: 3 clusters Score -288714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -288719.281250 Penalty: 2561.261475
	Iteration 21Q: 3 clusters Score -288719.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -288722.468750 Penalty: 2561.261475
	Iteration 22Q: 3 clusters Score -288722.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -288723.625000 Penalty: 2561.261475
	Iteration 23Q: 3 clusters Score -288723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288724.062500 Penalty: 2561.261475
	Iteration 24Q: 3 clusters Score -288724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288725.031250 Penalty: 2561.261475
	Iteration 25Q: 3 clusters Score -288725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288724.906250 Penalty: 2561.261475
	Iteration 26Q: 3 clusters Score -288724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -288724.906250 Penalty: 2561.261475
	Iteration 27F: 3 clusters Score -288724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -46643.097656 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -46643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45565.417969 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -45565.42 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -45810.414062 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -45810.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -45904.808594 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -45904.81 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45940.375000 Penalty: 2051.903076
	Iteration 3Q: 3 clusters Score -45940.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45978.347656 Penalty: 2051.903076
	Iteration 4Q: 3 clusters Score -45978.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46013.886719 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -46013.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46027.671875 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -46027.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -46034.886719 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -46034.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46044.089844 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -46044.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46049.914062 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -46049.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46057.726562 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -46057.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46060.789062 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -46060.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46066.894531 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -46066.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46067.386719 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -46067.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46067.386719 Penalty: 2051.903076
	Iteration 14F: 3 clusters Score -46067.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Entering Unmasked Estep 
Score: -221227.656250 Penalty: 1239.079956
	Iteration 0F: 2 clusters Score -221227.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -219116.093750 Penalty: 2478.159912
	Iteration 0F: 3 clusters Score -219116.1 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -219773.937500 Penalty: 2478.159912
	Iteration 1F: 3 clusters Score -219773.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -220053.046875 Penalty: 2478.159912
	Iteration 2F: 3 clusters Score -220053 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -220236.625000 Penalty: 2478.159912
	Iteration 3F: 3 clusters Score -220236.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -220376.328125 Penalty: 2478.159912
	Iteration 4F: 3 clusters Score -220376.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -220464.968750 Penalty: 2478.159912
	Iteration 5Q: 3 clusters Score -220465 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -220549.984375 Penalty: 2478.159912
	Iteration 6Q: 3 clusters Score -220550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -220646.453125 Penalty: 2478.159912
	Iteration 7Q: 3 clusters Score -220646.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -220718.218750 Penalty: 2478.159912
	Iteration 8Q: 3 clusters Score -220718.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -220789.125000 Penalty: 2478.159912
	Iteration 9Q: 3 clusters Score -220789.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -220869.187500 Penalty: 2478.159912
	Iteration 10Q: 3 clusters Score -220869.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -220962.218750 Penalty: 2478.159912
	Iteration 11Q: 3 clusters Score -220962.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -221033.234375 Penalty: 2478.159912
	Iteration 12Q: 3 clusters Score -221033.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -221069.500000 Penalty: 2478.159912
	Iteration 13Q: 3 clusters Score -221069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -221086.671875 Penalty: 2478.159912
	Iteration 14Q: 3 clusters Score -221086.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -221108.656250 Penalty: 2478.159912
	Iteration 15Q: 3 clusters Score -221108.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -221125.265625 Penalty: 2478.159912
	Iteration 16Q: 3 clusters Score -221125.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -221133.625000 Penalty: 2478.159912
	Iteration 17Q: 3 clusters Score -221133.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -221138.156250 Penalty: 2478.159912
	Iteration 18Q: 3 clusters Score -221138.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -221145.406250 Penalty: 2478.159912
	Iteration 19Q: 3 clusters Score -221145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -221150.406250 Penalty: 2478.159912
	Iteration 20F: 3 clusters Score -221150.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -221155.343750 Penalty: 2478.159912
	Iteration 21Q: 3 clusters Score -221155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -221158.968750 Penalty: 2478.159912
	Iteration 22Q: 3 clusters Score -221159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -221166.109375 Penalty: 2478.159912
	Iteration 23Q: 3 clusters Score -221166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -221171.500000 Penalty: 2478.159912
	Iteration 24Q: 3 clusters Score -221171.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -221181.187500 Penalty: 2478.159912
	Iteration 25Q: 3 clusters Score -221181.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -221188.312500 Penalty: 2478.159912
	Iteration 26Q: 3 clusters Score -221188.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -221197.625000 Penalty: 2478.159912
	Iteration 27Q: 3 clusters Score -221197.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221217.734375 Penalty: 2478.159912
	Iteration 28Q: 3 clusters Score -221217.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -221244.171875 Penalty: 2478.159912
	Iteration 29Q: 3 clusters Score -221244.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -221283.765625 Penalty: 2478.159912
	Iteration 30Q: 3 clusters Score -221283.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -221335.937500 Penalty: 2478.159912
	Iteration 31Q: 3 clusters Score -221335.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -221398.953125 Penalty: 2478.159912
	Iteration 32Q: 3 clusters Score -221399 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -221489.046875 Penalty: 2478.159912
	Iteration 33Q: 3 clusters Score -221489 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -221547.500000 Penalty: 2478.159912
	Iteration 34Q: 3 clusters Score -221547.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -221583.359375 Penalty: 2478.159912
	Iteration 35Q: 3 clusters Score -221583.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -221604.546875 Penalty: 2478.159912
	Iteration 36Q: 3 clusters Score -221604.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -221633.390625 Penalty: 2478.159912
	Iteration 37Q: 3 clusters Score -221633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -221654.015625 Penalty: 2478.159912
	Iteration 38Q: 3 clusters Score -221654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -221676.484375 Penalty: 2478.159912
	Iteration 39Q: 3 clusters Score -221676.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -221724.515625 Penalty: 2478.159912
	Iteration 40F: 3 clusters Score -221724.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -221777.781250 Penalty: 2478.159912
	Iteration 41Q: 3 clusters Score -221777.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -221811.484375 Penalty: 2478.159912
	Iteration 42Q: 3 clusters Score -221811.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -221838.765625 Penalty: 2478.159912
	Iteration 43Q: 3 clusters Score -221838.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -221851.687500 Penalty: 2478.159912
	Iteration 44Q: 3 clusters Score -221851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -221858.187500 Penalty: 2478.159912
	Iteration 45Q: 3 clusters Score -221858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -221858.187500 Penalty: 2478.159912
	Iteration 46F: 3 clusters Score -221858.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 1477 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 89545 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43706 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 4055 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3614 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 572 members 
Entering Unmasked Estep 
Score: -40138348.000000 Penalty: 87349.148438
Splitting cluster 18 changes total score from -40138472.000000 to -40138348.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Entering Unmasked Estep 
Score: -171576.484375 Penalty: 1190.550659
	Iteration 0F: 2 clusters Score -171576.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169761.937500 Penalty: 2381.101318
	Iteration 0F: 3 clusters Score -169761.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -170156.687500 Penalty: 2381.101318
	Iteration 1F: 3 clusters Score -170156.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -170242.281250 Penalty: 2381.101318
	Iteration 2F: 3 clusters Score -170242.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -170313.765625 Penalty: 2381.101318
	Iteration 3Q: 3 clusters Score -170313.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170371.312500 Penalty: 2381.101318
	Iteration 4Q: 3 clusters Score -170371.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -170426.281250 Penalty: 2381.101318
	Iteration 5Q: 3 clusters Score -170426.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -170452.484375 Penalty: 2381.101318
	Iteration 6Q: 3 clusters Score -170452.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -170471.453125 Penalty: 2381.101318
	Iteration 7Q: 3 clusters Score -170471.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -170490.796875 Penalty: 2381.101318
	Iteration 8Q: 3 clusters Score -170490.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -170502.140625 Penalty: 2381.101318
	Iteration 9Q: 3 clusters Score -170502.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -170511.140625 Penalty: 2381.101318
	Iteration 10Q: 3 clusters Score -170511.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -170517.734375 Penalty: 2381.101318
	Iteration 11Q: 3 clusters Score -170517.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -170526.703125 Penalty: 2381.101318
	Iteration 12Q: 3 clusters Score -170526.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -170538.906250 Penalty: 2381.101318
	Iteration 13Q: 3 clusters Score -170538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -170547.781250 Penalty: 2381.101318
	Iteration 14Q: 3 clusters Score -170547.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -170558.843750 Penalty: 2381.101318
	Iteration 15Q: 3 clusters Score -170558.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -170568.937500 Penalty: 2381.101318
	Iteration 16Q: 3 clusters Score -170568.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -170577.734375 Penalty: 2381.101318
	Iteration 17Q: 3 clusters Score -170577.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -170587.906250 Penalty: 2381.101318
	Iteration 18Q: 3 clusters Score -170587.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -170597.343750 Penalty: 2381.101318
	Iteration 19Q: 3 clusters Score -170597.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -170607.875000 Penalty: 2381.101318
	Iteration 20F: 3 clusters Score -170607.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -170612.656250 Penalty: 2381.101318
	Iteration 21Q: 3 clusters Score -170612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -170616.406250 Penalty: 2381.101318
	Iteration 22Q: 3 clusters Score -170616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -170616.406250 Penalty: 2381.101318
	Iteration 23F: 3 clusters Score -170616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -170347.218750 Penalty: 1190.871094
	Iteration 0F: 2 clusters Score -170347.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -168574.375000 Penalty: 2381.742188
	Iteration 0F: 3 clusters Score -168574.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -168905.375000 Penalty: 2381.742188
	Iteration 1F: 3 clusters Score -168905.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -168991.906250 Penalty: 2381.742188
	Iteration 2F: 3 clusters Score -168991.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -169046.093750 Penalty: 2381.742188
	Iteration 3Q: 3 clusters Score -169046.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -169072.765625 Penalty: 2381.742188
	Iteration 4Q: 3 clusters Score -169072.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -169085.562500 Penalty: 2381.742188
	Iteration 5Q: 3 clusters Score -169085.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -169092.859375 Penalty: 2381.742188
	Iteration 6Q: 3 clusters Score -169092.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -169105.203125 Penalty: 2381.742188
	Iteration 7Q: 3 clusters Score -169105.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -169114.375000 Penalty: 2381.742188
	Iteration 8Q: 3 clusters Score -169114.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169121.625000 Penalty: 2381.742188
	Iteration 9Q: 3 clusters Score -169121.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169125.546875 Penalty: 2381.742188
	Iteration 10Q: 3 clusters Score -169125.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -169129.109375 Penalty: 2381.742188
	Iteration 11Q: 3 clusters Score -169129.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -169133.234375 Penalty: 2381.742188
	Iteration 12Q: 3 clusters Score -169133.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -169140.015625 Penalty: 2381.742188
	Iteration 13Q: 3 clusters Score -169140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169149.015625 Penalty: 2381.742188
	Iteration 14Q: 3 clusters Score -169149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -169154.984375 Penalty: 2381.742188
	Iteration 15Q: 3 clusters Score -169155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -169158.765625 Penalty: 2381.742188
	Iteration 16Q: 3 clusters Score -169158.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -169162.406250 Penalty: 2381.742188
	Iteration 17Q: 3 clusters Score -169162.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -169168.312500 Penalty: 2381.742188
	Iteration 18Q: 3 clusters Score -169168.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -169176.671875 Penalty: 2381.742188
	Iteration 19Q: 3 clusters Score -169176.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169182.000000 Penalty: 2381.742188
	Iteration 20F: 3 clusters Score -169182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -169187.140625 Penalty: 2381.742188
	Iteration 21Q: 3 clusters Score -169187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -169192.859375 Penalty: 2381.742188
	Iteration 22Q: 3 clusters Score -169192.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -169197.265625 Penalty: 2381.742188
	Iteration 23Q: 3 clusters Score -169197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -169201.609375 Penalty: 2381.742188
	Iteration 24Q: 3 clusters Score -169201.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -169205.203125 Penalty: 2381.742188
	Iteration 25Q: 3 clusters Score -169205.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -169208.250000 Penalty: 2381.742188
	Iteration 26Q: 3 clusters Score -169208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169213.218750 Penalty: 2381.742188
	Iteration 27Q: 3 clusters Score -169213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -169215.656250 Penalty: 2381.742188
	Iteration 28Q: 3 clusters Score -169215.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -169218.531250 Penalty: 2381.742188
	Iteration 29Q: 3 clusters Score -169218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -169219.156250 Penalty: 2381.742188
	Iteration 30Q: 3 clusters Score -169219.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -169221.625000 Penalty: 2381.742188
	Iteration 31Q: 3 clusters Score -169221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -169223.906250 Penalty: 2381.742188
	Iteration 32Q: 3 clusters Score -169223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -169224.140625 Penalty: 2381.742188
	Iteration 33Q: 3 clusters Score -169224.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -169224.140625 Penalty: 2381.742188
	Iteration 34F: 3 clusters Score -169224.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -207864.421875 Penalty: 1223.877197
	Iteration 0F: 2 clusters Score -207864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -205884.718750 Penalty: 2447.754395
	Iteration 0F: 3 clusters Score -205884.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -206335.359375 Penalty: 2447.754395
	Iteration 1F: 3 clusters Score -206335.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -206471.187500 Penalty: 2447.754395
	Iteration 2F: 3 clusters Score -206471.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -206567.312500 Penalty: 2447.754395
	Iteration 3F: 3 clusters Score -206567.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -206687.109375 Penalty: 2447.754395
	Iteration 4Q: 3 clusters Score -206687.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -206804.593750 Penalty: 2447.754395
	Iteration 5F: 3 clusters Score -206804.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -206924.531250 Penalty: 2447.754395
	Iteration 6F: 3 clusters Score -206924.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -207016.703125 Penalty: 2447.754395
	Iteration 7Q: 3 clusters Score -207016.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -207084.703125 Penalty: 2447.754395
	Iteration 8Q: 3 clusters Score -207084.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -207125.468750 Penalty: 2447.754395
	Iteration 9Q: 3 clusters Score -207125.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -207154.328125 Penalty: 2447.754395
	Iteration 10Q: 3 clusters Score -207154.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -207177.093750 Penalty: 2447.754395
	Iteration 11Q: 3 clusters Score -207177.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -207189.953125 Penalty: 2447.754395
	Iteration 12Q: 3 clusters Score -207190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -207192.718750 Penalty: 2447.754395
	Iteration 13Q: 3 clusters Score -207192.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -207195.578125 Penalty: 2447.754395
	Iteration 14Q: 3 clusters Score -207195.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -207197.734375 Penalty: 2447.754395
	Iteration 15Q: 3 clusters Score -207197.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -207197.953125 Penalty: 2447.754395
	Iteration 16Q: 3 clusters Score -207198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -207198.484375 Penalty: 2447.754395
	Iteration 17Q: 3 clusters Score -207198.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -207198.484375 Penalty: 2447.754395
	Iteration 18F: 3 clusters Score -207198.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Entering Unmasked Estep 
Score: -1888153.750000 Penalty: 1577.839478
	Iteration 0F: 2 clusters Score -1888154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1876800.750000 Penalty: 3155.678955
	Iteration 0F: 3 clusters Score -1876801 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -1880963.500000 Penalty: 3155.678955
	Iteration 1F: 3 clusters Score -1880964 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1881373.375000 Penalty: 3155.678955
	Iteration 2F: 3 clusters Score -1881373 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1881812.250000 Penalty: 3155.678955
	Iteration 3F: 3 clusters Score -1881812 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1882363.250000 Penalty: 3155.678955
	Iteration 4F: 3 clusters Score -1882363 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1883025.375000 Penalty: 3155.678955
	Iteration 5F: 3 clusters Score -1883025 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1883777.000000 Penalty: 3155.678955
	Iteration 6F: 3 clusters Score -1883777 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1884438.750000 Penalty: 3155.678955
	Iteration 7F: 3 clusters Score -1884439 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1884896.125000 Penalty: 3155.678955
	Iteration 8F: 3 clusters Score -1884896 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -1885221.000000 Penalty: 3155.678955
	Iteration 9Q: 3 clusters Score -1885221 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1885459.375000 Penalty: 3155.678955
	Iteration 10Q: 3 clusters Score -1885459 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1885630.750000 Penalty: 3155.678955
	Iteration 11Q: 3 clusters Score -1885631 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1885766.875000 Penalty: 3155.678955
	Iteration 12Q: 3 clusters Score -1885767 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1885879.000000 Penalty: 3155.678955
	Iteration 13Q: 3 clusters Score -1885879 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1885986.625000 Penalty: 3155.678955
	Iteration 14Q: 3 clusters Score -1885987 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1886062.875000 Penalty: 3155.678955
	Iteration 15Q: 3 clusters Score -1886063 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1886142.375000 Penalty: 3155.678955
	Iteration 16Q: 3 clusters Score -1886142 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1886203.750000 Penalty: 3155.678955
	Iteration 17Q: 3 clusters Score -1886204 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1886259.000000 Penalty: 3155.678955
	Iteration 18Q: 3 clusters Score -1886259 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1886300.375000 Penalty: 3155.678955
	Iteration 19Q: 3 clusters Score -1886300 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1886359.125000 Penalty: 3155.678955
	Iteration 20F: 3 clusters Score -1886359 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1886395.750000 Penalty: 3155.678955
	Iteration 21Q: 3 clusters Score -1886396 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1886429.875000 Penalty: 3155.678955
	Iteration 22Q: 3 clusters Score -1886430 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1886470.000000 Penalty: 3155.678955
	Iteration 23Q: 3 clusters Score -1886470 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1886496.500000 Penalty: 3155.678955
	Iteration 24Q: 3 clusters Score -1886496 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1886510.125000 Penalty: 3155.678955
	Iteration 25Q: 3 clusters Score -1886510 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1886538.375000 Penalty: 3155.678955
	Iteration 26Q: 3 clusters Score -1886538 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1886556.375000 Penalty: 3155.678955
	Iteration 27Q: 3 clusters Score -1886556 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1886575.375000 Penalty: 3155.678955
	Iteration 28Q: 3 clusters Score -1886575 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1886606.125000 Penalty: 3155.678955
	Iteration 29Q: 3 clusters Score -1886606 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1886620.000000 Penalty: 3155.678955
	Iteration 30Q: 3 clusters Score -1886620 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1886642.625000 Penalty: 3155.678955
	Iteration 31Q: 3 clusters Score -1886643 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1886652.625000 Penalty: 3155.678955
	Iteration 32Q: 3 clusters Score -1886653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1886658.750000 Penalty: 3155.678955
	Iteration 33Q: 3 clusters Score -1886659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1886672.125000 Penalty: 3155.678955
	Iteration 34Q: 3 clusters Score -1886672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -1886679.625000 Penalty: 3155.678955
	Iteration 35Q: 3 clusters Score -1886680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1886688.750000 Penalty: 3155.678955
	Iteration 36Q: 3 clusters Score -1886689 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1886694.500000 Penalty: 3155.678955
	Iteration 37Q: 3 clusters Score -1886694 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1886693.875000 Penalty: 3155.678955
	Iteration 38Q: 3 clusters Score -1886694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -1886697.000000 Penalty: 3155.678955
	Iteration 39Q: 3 clusters Score -1886697 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -1886705.750000 Penalty: 3155.678955
	Iteration 40F: 3 clusters Score -1886706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1886715.625000 Penalty: 3155.678955
	Iteration 41Q: 3 clusters Score -1886716 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1886724.000000 Penalty: 3155.678955
	Iteration 42Q: 3 clusters Score -1886724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1886728.625000 Penalty: 3155.678955
	Iteration 43Q: 3 clusters Score -1886729 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1886736.375000 Penalty: 3155.678955
	Iteration 44Q: 3 clusters Score -1886736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1886729.875000 Penalty: 3155.678955
	Iteration 45Q: 3 clusters Score -1886730 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1886739.000000 Penalty: 3155.678955
	Iteration 46Q: 3 clusters Score -1886739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1886745.000000 Penalty: 3155.678955
	Iteration 47Q: 3 clusters Score -1886745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1886741.875000 Penalty: 3155.678955
	Iteration 48Q: 3 clusters Score -1886742 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1886749.375000 Penalty: 3155.678955
	Iteration 49Q: 3 clusters Score -1886749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1886753.000000 Penalty: 3155.678955
	Iteration 50Q: 3 clusters Score -1886753 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1886756.375000 Penalty: 3155.678955
	Iteration 51Q: 3 clusters Score -1886756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1886756.875000 Penalty: 3155.678955
	Iteration 52Q: 3 clusters Score -1886757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1886763.625000 Penalty: 3155.678955
	Iteration 53Q: 3 clusters Score -1886764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1886764.875000 Penalty: 3155.678955
	Iteration 54Q: 3 clusters Score -1886765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1886774.625000 Penalty: 3155.678955
	Iteration 55Q: 3 clusters Score -1886775 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1886783.750000 Penalty: 3155.678955
	Iteration 56Q: 3 clusters Score -1886784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1886795.625000 Penalty: 3155.678955
	Iteration 57Q: 3 clusters Score -1886796 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1886814.125000 Penalty: 3155.678955
	Iteration 58Q: 3 clusters Score -1886814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1886825.375000 Penalty: 3155.678955
	Iteration 59Q: 3 clusters Score -1886825 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1886834.500000 Penalty: 3155.678955
	Iteration 60F: 3 clusters Score -1886834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1886846.875000 Penalty: 3155.678955
	Iteration 61Q: 3 clusters Score -1886847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1886855.875000 Penalty: 3155.678955
	Iteration 62Q: 3 clusters Score -1886856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1886859.125000 Penalty: 3155.678955
	Iteration 63Q: 3 clusters Score -1886859 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1886862.250000 Penalty: 3155.678955
	Iteration 64Q: 3 clusters Score -1886862 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -1886874.000000 Penalty: 3155.678955
	Iteration 65Q: 3 clusters Score -1886874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1886879.000000 Penalty: 3155.678955
	Iteration 66Q: 3 clusters Score -1886879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1886883.125000 Penalty: 3155.678955
	Iteration 67Q: 3 clusters Score -1886883 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1886883.625000 Penalty: 3155.678955
	Iteration 68Q: 3 clusters Score -1886884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1886889.750000 Penalty: 3155.678955
	Iteration 69Q: 3 clusters Score -1886890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1886898.000000 Penalty: 3155.678955
	Iteration 70Q: 3 clusters Score -1886898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1886904.250000 Penalty: 3155.678955
	Iteration 71Q: 3 clusters Score -1886904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1886902.375000 Penalty: 3155.678955
	Iteration 72Q: 3 clusters Score -1886902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1886898.625000 Penalty: 3155.678955
	Iteration 73Q: 3 clusters Score -1886899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -1886902.625000 Penalty: 3155.678955
	Iteration 74Q: 3 clusters Score -1886903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1886909.000000 Penalty: 3155.678955
	Iteration 75Q: 3 clusters Score -1886909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1886912.375000 Penalty: 3155.678955
	Iteration 76Q: 3 clusters Score -1886912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1886918.000000 Penalty: 3155.678955
	Iteration 77Q: 3 clusters Score -1886918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -1886919.000000 Penalty: 3155.678955
	Iteration 78Q: 3 clusters Score -1886919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1886922.500000 Penalty: 3155.678955
	Iteration 79Q: 3 clusters Score -1886922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1886927.000000 Penalty: 3155.678955
	Iteration 80F: 3 clusters Score -1886927 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1886930.750000 Penalty: 3155.678955
	Iteration 81Q: 3 clusters Score -1886931 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1886937.625000 Penalty: 3155.678955
	Iteration 82Q: 3 clusters Score -1886938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1886939.625000 Penalty: 3155.678955
	Iteration 83Q: 3 clusters Score -1886940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1886936.250000 Penalty: 3155.678955
	Iteration 84Q: 3 clusters Score -1886936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1886938.750000 Penalty: 3155.678955
	Iteration 85Q: 3 clusters Score -1886939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1886934.750000 Penalty: 3155.678955
	Iteration 86Q: 3 clusters Score -1886935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1886936.375000 Penalty: 3155.678955
	Iteration 87Q: 3 clusters Score -1886936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1886938.500000 Penalty: 3155.678955
	Iteration 88Q: 3 clusters Score -1886938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1886938.875000 Penalty: 3155.678955
	Iteration 89Q: 3 clusters Score -1886939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1886943.375000 Penalty: 3155.678955
	Iteration 90Q: 3 clusters Score -1886943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1886943.125000 Penalty: 3155.678955
	Iteration 91Q: 3 clusters Score -1886943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1886941.250000 Penalty: 3155.678955
	Iteration 92Q: 3 clusters Score -1886941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1886940.500000 Penalty: 3155.678955
	Iteration 93Q: 3 clusters Score -1886940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -1886943.000000 Penalty: 3155.678955
	Iteration 94Q: 3 clusters Score -1886943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1886942.000000 Penalty: 3155.678955
	Iteration 95Q: 3 clusters Score -1886942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1886944.750000 Penalty: 3155.678955
	Iteration 96Q: 3 clusters Score -1886945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1886943.250000 Penalty: 3155.678955
	Iteration 97Q: 3 clusters Score -1886943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1886943.750000 Penalty: 3155.678955
	Iteration 98Q: 3 clusters Score -1886944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -1886943.750000 Penalty: 3155.678955
	Iteration 99F: 3 clusters Score -1886944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (89545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89545 members 
Entering Unmasked Estep 
Score: -10268401.000000 Penalty: 1852.905640
	Iteration 0F: 2 clusters Score -1.02684e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -10208423.000000 Penalty: 3705.811279
	Iteration 0F: 3 clusters Score -1.020842e+07 nChanged 42829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -10233491.000000 Penalty: 3705.811279
	Iteration 1F: 3 clusters Score -1.023349e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -10234477.000000 Penalty: 3705.811279
	Iteration 2Q: 3 clusters Score -1.023448e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -10235738.000000 Penalty: 3705.811279
	Iteration 3Q: 3 clusters Score -1.023574e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -10237302.000000 Penalty: 3705.811279
	Iteration 4Q: 3 clusters Score -1.02373e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 52843 members 
Entering Unmasked Estep 
Score: -10239452.000000 Penalty: 3705.811279
	Iteration 5F: 3 clusters Score -1.023945e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 55942 members 
Entering Unmasked Estep 
Score: -10242356.000000 Penalty: 3705.811279
	Iteration 6F: 3 clusters Score -1.024236e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 59479 members 
Entering Unmasked Estep 
Score: -10245962.000000 Penalty: 3705.811279
	Iteration 7F: 3 clusters Score -1.024596e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -10250104.000000 Penalty: 3705.811279
	Iteration 8F: 3 clusters Score -1.02501e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -10253483.000000 Penalty: 3705.811279
	Iteration 9Q: 3 clusters Score -1.025348e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 68249 members 
Entering Unmasked Estep 
Score: -10255605.000000 Penalty: 3705.811279
	Iteration 10Q: 3 clusters Score -1.02556e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 70180 members 
Entering Unmasked Estep 
Score: -10256830.000000 Penalty: 3705.811279
	Iteration 11Q: 3 clusters Score -1.025683e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 72036 members 
Entering Unmasked Estep 
Score: -10257676.000000 Penalty: 3705.811279
	Iteration 12Q: 3 clusters Score -1.025768e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -10258481.000000 Penalty: 3705.811279
	Iteration 13Q: 3 clusters Score -1.025848e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 75629 members 
Entering Unmasked Estep 
Score: -10259314.000000 Penalty: 3705.811279
	Iteration 14Q: 3 clusters Score -1.025931e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 77391 members 
Entering Unmasked Estep 
Score: -10260246.000000 Penalty: 3705.811279
	Iteration 15Q: 3 clusters Score -1.026025e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 79150 members 
Entering Unmasked Estep 
Score: -10261040.000000 Penalty: 3705.811279
	Iteration 16Q: 3 clusters Score -1.026104e+07 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 80821 members 
Entering Unmasked Estep 
Score: -10261992.000000 Penalty: 3705.811279
	Iteration 17Q: 3 clusters Score -1.026199e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -10262957.000000 Penalty: 3705.811279
	Iteration 18Q: 3 clusters Score -1.026296e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -10264029.000000 Penalty: 3705.811279
	Iteration 19Q: 3 clusters Score -1.026403e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -10264822.000000 Penalty: 3705.811279
	Iteration 20F: 3 clusters Score -1.026482e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 86049 members 
Entering Unmasked Estep 
Score: -10265507.000000 Penalty: 3705.811279
	Iteration 21Q: 3 clusters Score -1.026551e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -10266069.000000 Penalty: 3705.811279
	Iteration 22Q: 3 clusters Score -1.026607e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 87399 members 
Entering Unmasked Estep 
Score: -10266465.000000 Penalty: 3705.811279
	Iteration 23Q: 3 clusters Score -1.026646e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 87786 members 
Entering Unmasked Estep 
Score: -10266684.000000 Penalty: 3705.811279
	Iteration 24Q: 3 clusters Score -1.026668e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 88055 members 
Entering Unmasked Estep 
Score: -10266918.000000 Penalty: 3705.811279
	Iteration 25Q: 3 clusters Score -1.026692e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -10267064.000000 Penalty: 3705.811279
	Iteration 26Q: 3 clusters Score -1.026706e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 88352 members 
Entering Unmasked Estep 
Score: -10267122.000000 Penalty: 3705.811279
	Iteration 27Q: 3 clusters Score -1.026712e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 88434 members 
Entering Unmasked Estep 
Score: -10267170.000000 Penalty: 3705.811279
	Iteration 28Q: 3 clusters Score -1.026717e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 88483 members 
Entering Unmasked Estep 
Score: -10267193.000000 Penalty: 3705.811279
	Iteration 29Q: 3 clusters Score -1.026719e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 88514 members 
Entering Unmasked Estep 
Score: -10267199.000000 Penalty: 3705.811279
	Iteration 30Q: 3 clusters Score -1.02672e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -10267216.000000 Penalty: 3705.811279
	Iteration 31Q: 3 clusters Score -1.026722e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 88550 members 
Entering Unmasked Estep 
Score: -10267236.000000 Penalty: 3705.811279
	Iteration 32Q: 3 clusters Score -1.026724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 88567 members 
Entering Unmasked Estep 
Score: -10267237.000000 Penalty: 3705.811279
	Iteration 33Q: 3 clusters Score -1.026724e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -10267240.000000 Penalty: 3705.811279
	Iteration 34Q: 3 clusters Score -1.026724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 88601 members 
Entering Unmasked Estep 
Score: -10267253.000000 Penalty: 3705.811279
	Iteration 35Q: 3 clusters Score -1.026725e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -10267259.000000 Penalty: 3705.811279
	Iteration 36Q: 3 clusters Score -1.026726e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 88622 members 
Entering Unmasked Estep 
Score: -10267267.000000 Penalty: 3705.811279
	Iteration 37Q: 3 clusters Score -1.026727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 88628 members 
Entering Unmasked Estep 
Score: -10267275.000000 Penalty: 3705.811279
	Iteration 38Q: 3 clusters Score -1.026728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 88638 members 
Entering Unmasked Estep 
Score: -10267269.000000 Penalty: 3705.811279
	Iteration 39Q: 3 clusters Score -1.026727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 88644 members 
Entering Unmasked Estep 
Score: -10267273.000000 Penalty: 3705.811279
	Iteration 40F: 3 clusters Score -1.026727e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -10267278.000000 Penalty: 3705.811279
	Iteration 41Q: 3 clusters Score -1.026728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 88650 members 
Entering Unmasked Estep 
Score: -10267272.000000 Penalty: 3705.811279
	Iteration 42Q: 3 clusters Score -1.026727e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 88656 members 
Entering Unmasked Estep 
Score: -10267277.000000 Penalty: 3705.811279
	Iteration 43Q: 3 clusters Score -1.026728e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -10267282.000000 Penalty: 3705.811279
	Iteration 44Q: 3 clusters Score -1.026728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 88660 members 
Entering Unmasked Estep 
Score: -10267287.000000 Penalty: 3705.811279
	Iteration 45Q: 3 clusters Score -1.026729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 88667 members 
Entering Unmasked Estep 
Score: -10267280.000000 Penalty: 3705.811279
	Iteration 46Q: 3 clusters Score -1.026728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 88670 members 
Entering Unmasked Estep 
Score: -10267286.000000 Penalty: 3705.811279
	Iteration 47Q: 3 clusters Score -1.026729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -10267284.000000 Penalty: 3705.811279
	Iteration 48Q: 3 clusters Score -1.026728e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 88672 members 
Entering Unmasked Estep 
Score: -10267290.000000 Penalty: 3705.811279
	Iteration 49Q: 3 clusters Score -1.026729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -10267291.000000 Penalty: 3705.811279
	Iteration 50Q: 3 clusters Score -1.026729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -10267292.000000 Penalty: 3705.811279
	Iteration 51Q: 3 clusters Score -1.026729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 88675 members 
Entering Unmasked Estep 
Score: -10267286.000000 Penalty: 3705.811279
	Iteration 52Q: 3 clusters Score -1.026729e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -10267290.000000 Penalty: 3705.811279
	Iteration 53Q: 3 clusters Score -1.026729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 88674 members 
Entering Unmasked Estep 
Score: -10267290.000000 Penalty: 3705.811279
	Iteration 54F: 3 clusters Score -1.026729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Entering Unmasked Estep 
Score: -763937.375000 Penalty: 1430.946655
	Iteration 0F: 2 clusters Score -763937.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -758915.062500 Penalty: 2861.893311
	Iteration 0F: 3 clusters Score -758915.1 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -760388.562500 Penalty: 2861.893311
	Iteration 1F: 3 clusters Score -760388.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -760624.750000 Penalty: 2861.893311
	Iteration 2F: 3 clusters Score -760624.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -760819.500000 Penalty: 2861.893311
	Iteration 3F: 3 clusters Score -760819.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -760953.437500 Penalty: 2861.893311
	Iteration 4Q: 3 clusters Score -760953.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -761043.062500 Penalty: 2861.893311
	Iteration 5Q: 3 clusters Score -761043.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -761118.937500 Penalty: 2861.893311
	Iteration 6Q: 3 clusters Score -761118.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -761177.250000 Penalty: 2861.893311
	Iteration 7Q: 3 clusters Score -761177.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -761233.062500 Penalty: 2861.893311
	Iteration 8Q: 3 clusters Score -761233.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -761292.750000 Penalty: 2861.893311
	Iteration 9Q: 3 clusters Score -761292.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -761360.062500 Penalty: 2861.893311
	Iteration 10Q: 3 clusters Score -761360.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -761433.750000 Penalty: 2861.893311
	Iteration 11Q: 3 clusters Score -761433.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -761518.187500 Penalty: 2861.893311
	Iteration 12Q: 3 clusters Score -761518.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -761604.625000 Penalty: 2861.893311
	Iteration 13Q: 3 clusters Score -761604.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -761696.625000 Penalty: 2861.893311
	Iteration 14Q: 3 clusters Score -761696.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -761787.500000 Penalty: 2861.893311
	Iteration 15Q: 3 clusters Score -761787.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -761865.625000 Penalty: 2861.893311
	Iteration 16Q: 3 clusters Score -761865.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -761940.937500 Penalty: 2861.893311
	Iteration 17Q: 3 clusters Score -761940.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -762007.937500 Penalty: 2861.893311
	Iteration 18Q: 3 clusters Score -762007.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -762092.562500 Penalty: 2861.893311
	Iteration 19Q: 3 clusters Score -762092.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -762170.187500 Penalty: 2861.893311
	Iteration 20F: 3 clusters Score -762170.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -762245.312500 Penalty: 2861.893311
	Iteration 21Q: 3 clusters Score -762245.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -762315.875000 Penalty: 2861.893311
	Iteration 22Q: 3 clusters Score -762315.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -762376.312500 Penalty: 2861.893311
	Iteration 23Q: 3 clusters Score -762376.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -762433.500000 Penalty: 2861.893311
	Iteration 24Q: 3 clusters Score -762433.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -762477.250000 Penalty: 2861.893311
	Iteration 25Q: 3 clusters Score -762477.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -762506.500000 Penalty: 2861.893311
	Iteration 26Q: 3 clusters Score -762506.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -762530.375000 Penalty: 2861.893311
	Iteration 27Q: 3 clusters Score -762530.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -762549.250000 Penalty: 2861.893311
	Iteration 28Q: 3 clusters Score -762549.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -762556.125000 Penalty: 2861.893311
	Iteration 29Q: 3 clusters Score -762556.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -762566.937500 Penalty: 2861.893311
	Iteration 30Q: 3 clusters Score -762566.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -762578.125000 Penalty: 2861.893311
	Iteration 31Q: 3 clusters Score -762578.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -762589.625000 Penalty: 2861.893311
	Iteration 32Q: 3 clusters Score -762589.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -762598.750000 Penalty: 2861.893311
	Iteration 33Q: 3 clusters Score -762598.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -762613.812500 Penalty: 2861.893311
	Iteration 34Q: 3 clusters Score -762613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -762624.812500 Penalty: 2861.893311
	Iteration 35Q: 3 clusters Score -762624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -762631.000000 Penalty: 2861.893311
	Iteration 36Q: 3 clusters Score -762631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -762634.562500 Penalty: 2861.893311
	Iteration 37Q: 3 clusters Score -762634.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -762642.187500 Penalty: 2861.893311
	Iteration 38Q: 3 clusters Score -762642.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -762645.375000 Penalty: 2861.893311
	Iteration 39Q: 3 clusters Score -762645.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -762653.250000 Penalty: 2861.893311
	Iteration 40F: 3 clusters Score -762653.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -762660.000000 Penalty: 2861.893311
	Iteration 41Q: 3 clusters Score -762660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -762661.875000 Penalty: 2861.893311
	Iteration 42Q: 3 clusters Score -762661.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -762665.750000 Penalty: 2861.893311
	Iteration 43Q: 3 clusters Score -762665.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -762665.750000 Penalty: 2861.893311
	Iteration 44F: 3 clusters Score -762665.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Entering Unmasked Estep 
Score: -5100251.000000 Penalty: 1736.351562
	Iteration 0F: 2 clusters Score -5100251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -5070829.000000 Penalty: 3472.703125
	Iteration 0F: 3 clusters Score -5070829 nChanged 20429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -5082713.000000 Penalty: 3472.703125
	Iteration 1F: 3 clusters Score -5082713 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -5083480.000000 Penalty: 3472.703125
	Iteration 2Q: 3 clusters Score -5083480 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -5084443.500000 Penalty: 3472.703125
	Iteration 3Q: 3 clusters Score -5084444 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5085655.000000 Penalty: 3472.703125
	Iteration 4F: 3 clusters Score -5085655 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -5087012.500000 Penalty: 3472.703125
	Iteration 5F: 3 clusters Score -5087012 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -5088305.000000 Penalty: 3472.703125
	Iteration 6F: 3 clusters Score -5088305 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5089423.500000 Penalty: 3472.703125
	Iteration 7F: 3 clusters Score -5089424 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -5090248.000000 Penalty: 3472.703125
	Iteration 8Q: 3 clusters Score -5090248 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5090938.500000 Penalty: 3472.703125
	Iteration 9Q: 3 clusters Score -5090938 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5091481.000000 Penalty: 3472.703125
	Iteration 10Q: 3 clusters Score -5091481 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -5092022.500000 Penalty: 3472.703125
	Iteration 11Q: 3 clusters Score -5092022 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -5092555.000000 Penalty: 3472.703125
	Iteration 12Q: 3 clusters Score -5092555 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5093069.000000 Penalty: 3472.703125
	Iteration 13Q: 3 clusters Score -5093069 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -5093531.000000 Penalty: 3472.703125
	Iteration 14Q: 3 clusters Score -5093531 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -5093915.500000 Penalty: 3472.703125
	Iteration 15Q: 3 clusters Score -5093916 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -5094270.500000 Penalty: 3472.703125
	Iteration 16Q: 3 clusters Score -5094270 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5094634.500000 Penalty: 3472.703125
	Iteration 17Q: 3 clusters Score -5094634 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5094999.500000 Penalty: 3472.703125
	Iteration 18Q: 3 clusters Score -5095000 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -5095347.000000 Penalty: 3472.703125
	Iteration 19Q: 3 clusters Score -5095347 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -5095715.500000 Penalty: 3472.703125
	Iteration 20F: 3 clusters Score -5095716 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -5096097.500000 Penalty: 3472.703125
	Iteration 21Q: 3 clusters Score -5096098 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -5096440.500000 Penalty: 3472.703125
	Iteration 22Q: 3 clusters Score -5096440 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -5096781.500000 Penalty: 3472.703125
	Iteration 23Q: 3 clusters Score -5096782 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -5097101.500000 Penalty: 3472.703125
	Iteration 24Q: 3 clusters Score -5097102 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -5097392.000000 Penalty: 3472.703125
	Iteration 25Q: 3 clusters Score -5097392 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -5097644.000000 Penalty: 3472.703125
	Iteration 26Q: 3 clusters Score -5097644 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37417 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -5097817.000000 Penalty: 3472.703125
	Iteration 27Q: 3 clusters Score -5097817 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -5098036.500000 Penalty: 3472.703125
	Iteration 28Q: 3 clusters Score -5098036 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -5098186.500000 Penalty: 3472.703125
	Iteration 29Q: 3 clusters Score -5098186 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -5098303.000000 Penalty: 3472.703125
	Iteration 30Q: 3 clusters Score -5098303 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -5098381.500000 Penalty: 3472.703125
	Iteration 31Q: 3 clusters Score -5098382 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -5098462.000000 Penalty: 3472.703125
	Iteration 32Q: 3 clusters Score -5098462 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5098556.500000 Penalty: 3472.703125
	Iteration 33Q: 3 clusters Score -5098556 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -5098623.000000 Penalty: 3472.703125
	Iteration 34Q: 3 clusters Score -5098623 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5098709.500000 Penalty: 3472.703125
	Iteration 35Q: 3 clusters Score -5098710 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -5098771.000000 Penalty: 3472.703125
	Iteration 36Q: 3 clusters Score -5098771 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -5098817.000000 Penalty: 3472.703125
	Iteration 37Q: 3 clusters Score -5098817 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40503 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -5098859.000000 Penalty: 3472.703125
	Iteration 38Q: 3 clusters Score -5098859 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -5098877.000000 Penalty: 3472.703125
	Iteration 39Q: 3 clusters Score -5098877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40741 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -5098906.500000 Penalty: 3472.703125
	Iteration 40F: 3 clusters Score -5098906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5098913.000000 Penalty: 3472.703125
	Iteration 41Q: 3 clusters Score -5098913 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -5098935.500000 Penalty: 3472.703125
	Iteration 42Q: 3 clusters Score -5098936 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -5098938.500000 Penalty: 3472.703125
	Iteration 43Q: 3 clusters Score -5098938 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5098964.000000 Penalty: 3472.703125
	Iteration 44Q: 3 clusters Score -5098964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5098988.500000 Penalty: 3472.703125
	Iteration 45Q: 3 clusters Score -5098988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5098990.500000 Penalty: 3472.703125
	Iteration 46Q: 3 clusters Score -5098990 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -5098999.500000 Penalty: 3472.703125
	Iteration 47Q: 3 clusters Score -5099000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -5099022.000000 Penalty: 3472.703125
	Iteration 48Q: 3 clusters Score -5099022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -5099038.500000 Penalty: 3472.703125
	Iteration 49Q: 3 clusters Score -5099038 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5099058.000000 Penalty: 3472.703125
	Iteration 50Q: 3 clusters Score -5099058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -5099058.500000 Penalty: 3472.703125
	Iteration 51Q: 3 clusters Score -5099058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -5099066.000000 Penalty: 3472.703125
	Iteration 52Q: 3 clusters Score -5099066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5099057.000000 Penalty: 3472.703125
	Iteration 53Q: 3 clusters Score -5099057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -5099069.000000 Penalty: 3472.703125
	Iteration 54Q: 3 clusters Score -5099069 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -5099069.500000 Penalty: 3472.703125
	Iteration 55Q: 3 clusters Score -5099070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -5099067.000000 Penalty: 3472.703125
	Iteration 56Q: 3 clusters Score -5099067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -5099076.000000 Penalty: 3472.703125
	Iteration 57Q: 3 clusters Score -5099076 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5099088.500000 Penalty: 3472.703125
	Iteration 58Q: 3 clusters Score -5099088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -5099105.000000 Penalty: 3472.703125
	Iteration 59Q: 3 clusters Score -5099105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5099110.500000 Penalty: 3472.703125
	Iteration 60F: 3 clusters Score -5099110 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -5099107.000000 Penalty: 3472.703125
	Iteration 61Q: 3 clusters Score -5099107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5099113.500000 Penalty: 3472.703125
	Iteration 62Q: 3 clusters Score -5099114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5099121.000000 Penalty: 3472.703125
	Iteration 63Q: 3 clusters Score -5099121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -5099109.000000 Penalty: 3472.703125
	Iteration 64Q: 3 clusters Score -5099109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5099115.000000 Penalty: 3472.703125
	Iteration 65Q: 3 clusters Score -5099115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5099120.000000 Penalty: 3472.703125
	Iteration 66Q: 3 clusters Score -5099120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -5099121.500000 Penalty: 3472.703125
	Iteration 67Q: 3 clusters Score -5099122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -5099122.000000 Penalty: 3472.703125
	Iteration 68Q: 3 clusters Score -5099122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5099124.500000 Penalty: 3472.703125
	Iteration 69Q: 3 clusters Score -5099124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -5099124.500000 Penalty: 3472.703125
	Iteration 70F: 3 clusters Score -5099124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -181320.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -181320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179453.046875 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -179453 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -179878.140625 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -179878.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -180043.296875 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -180043.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -180175.531250 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -180175.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -180299.656250 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -180299.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -180383.421875 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -180383.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -180459.828125 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -180459.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -180520.000000 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -180520 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -180549.281250 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -180549.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -180577.578125 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -180577.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -180601.312500 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -180601.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -180616.250000 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -180616.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -180625.843750 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -180625.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -180631.703125 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -180631.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -180636.375000 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -180636.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -180640.640625 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -180640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -180642.218750 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -180642.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -180643.281250 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -180643.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -180643.984375 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -180644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -180645.234375 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -180645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -180645.859375 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -180645.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -180646.656250 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -180646.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -180646.906250 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -180646.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -180646.906250 Penalty: 2408.362793
	Iteration 23F: 3 clusters Score -180646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -308077.281250 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -308077.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -305536.000000 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -305536 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306116.500000 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -306116.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -306268.343750 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -306268.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -306366.968750 Penalty: 2566.742188
	Iteration 3F: 3 clusters Score -306367 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -306432.000000 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -306432 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -306497.156250 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -306497.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -306561.718750 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -306561.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -306625.718750 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -306625.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -306685.062500 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -306685.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -306722.812500 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -306722.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -306749.843750 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -306749.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -306771.937500 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -306771.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -306794.781250 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -306794.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -306809.031250 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -306809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -306816.968750 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -306817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -306822.562500 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -306822.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -306834.218750 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -306834.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -306845.812500 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -306845.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -306855.812500 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -306855.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -306866.437500 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -306866.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -306876.375000 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -306876.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -306893.500000 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -306893.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -306908.781250 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -306908.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -306921.093750 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -306921.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -306933.031250 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -306933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -306943.187500 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -306943.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -306952.218750 Penalty: 2566.742188
	Iteration 26Q: 3 clusters Score -306952.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -306957.593750 Penalty: 2566.742188
	Iteration 27Q: 3 clusters Score -306957.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -306963.562500 Penalty: 2566.742188
	Iteration 28Q: 3 clusters Score -306963.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -306970.468750 Penalty: 2566.742188
	Iteration 29Q: 3 clusters Score -306970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -306977.500000 Penalty: 2566.742188
	Iteration 30Q: 3 clusters Score -306977.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -306986.187500 Penalty: 2566.742188
	Iteration 31Q: 3 clusters Score -306986.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -306995.000000 Penalty: 2566.742188
	Iteration 32Q: 3 clusters Score -306995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -307004.531250 Penalty: 2566.742188
	Iteration 33Q: 3 clusters Score -307004.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -307015.281250 Penalty: 2566.742188
	Iteration 34Q: 3 clusters Score -307015.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -307023.125000 Penalty: 2566.742188
	Iteration 35Q: 3 clusters Score -307023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -307027.781250 Penalty: 2566.742188
	Iteration 36Q: 3 clusters Score -307027.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -307033.031250 Penalty: 2566.742188
	Iteration 37Q: 3 clusters Score -307033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -307033.093750 Penalty: 2566.742188
	Iteration 38Q: 3 clusters Score -307033.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -307034.500000 Penalty: 2566.742188
	Iteration 39Q: 3 clusters Score -307034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -307034.906250 Penalty: 2566.742188
	Iteration 40F: 3 clusters Score -307034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -307036.187500 Penalty: 2566.742188
	Iteration 41Q: 3 clusters Score -307036.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -307036.937500 Penalty: 2566.742188
	Iteration 42Q: 3 clusters Score -307036.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -307039.156250 Penalty: 2566.742188
	Iteration 43Q: 3 clusters Score -307039.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -307041.406250 Penalty: 2566.742188
	Iteration 44Q: 3 clusters Score -307041.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -307043.375000 Penalty: 2566.742188
	Iteration 45Q: 3 clusters Score -307043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -307046.343750 Penalty: 2566.742188
	Iteration 46Q: 3 clusters Score -307046.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -307047.031250 Penalty: 2566.742188
	Iteration 47Q: 3 clusters Score -307047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -307048.125000 Penalty: 2566.742188
	Iteration 48Q: 3 clusters Score -307048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -307048.125000 Penalty: 2566.742188
	Iteration 49Q: 3 clusters Score -307048.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -307049.125000 Penalty: 2566.742188
	Iteration 50Q: 3 clusters Score -307049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -307049.406250 Penalty: 2566.742188
	Iteration 51Q: 3 clusters Score -307049.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -307051.375000 Penalty: 2566.742188
	Iteration 52Q: 3 clusters Score -307051.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -307054.625000 Penalty: 2566.742188
	Iteration 53Q: 3 clusters Score -307054.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -307056.531250 Penalty: 2566.742188
	Iteration 54Q: 3 clusters Score -307056.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -307056.531250 Penalty: 2566.742188
	Iteration 55Q: 3 clusters Score -307056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -307056.531250 Penalty: 2566.742188
	Iteration 56F: 3 clusters Score -307056.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Entering Unmasked Estep 
Score: -565489.375000 Penalty: 1385.628540
	Iteration 0F: 2 clusters Score -565489.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -561530.000000 Penalty: 2771.257080
	Iteration 0F: 3 clusters Score -561530 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -562677.687500 Penalty: 2771.257080
	Iteration 1F: 3 clusters Score -562677.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -562928.312500 Penalty: 2771.257080
	Iteration 2F: 3 clusters Score -562928.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -563093.250000 Penalty: 2771.257080
	Iteration 3F: 3 clusters Score -563093.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -563228.187500 Penalty: 2771.257080
	Iteration 4Q: 3 clusters Score -563228.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -563342.500000 Penalty: 2771.257080
	Iteration 5Q: 3 clusters Score -563342.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -563495.500000 Penalty: 2771.257080
	Iteration 6Q: 3 clusters Score -563495.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -563668.187500 Penalty: 2771.257080
	Iteration 7Q: 3 clusters Score -563668.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -563845.687500 Penalty: 2771.257080
	Iteration 8Q: 3 clusters Score -563845.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -564000.062500 Penalty: 2771.257080
	Iteration 9Q: 3 clusters Score -564000.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -564134.000000 Penalty: 2771.257080
	Iteration 10Q: 3 clusters Score -564134 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -564255.250000 Penalty: 2771.257080
	Iteration 11Q: 3 clusters Score -564255.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -564371.437500 Penalty: 2771.257080
	Iteration 12Q: 3 clusters Score -564371.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -564532.312500 Penalty: 2771.257080
	Iteration 13Q: 3 clusters Score -564532.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -564697.125000 Penalty: 2771.257080
	Iteration 14Q: 3 clusters Score -564697.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -564809.625000 Penalty: 2771.257080
	Iteration 15Q: 3 clusters Score -564809.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -564857.375000 Penalty: 2771.257080
	Iteration 16Q: 3 clusters Score -564857.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -564881.000000 Penalty: 2771.257080
	Iteration 17Q: 3 clusters Score -564881 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -564896.250000 Penalty: 2771.257080
	Iteration 18Q: 3 clusters Score -564896.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -564903.750000 Penalty: 2771.257080
	Iteration 19Q: 3 clusters Score -564903.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -564906.000000 Penalty: 2771.257080
	Iteration 20F: 3 clusters Score -564906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -564906.937500 Penalty: 2771.257080
	Iteration 21Q: 3 clusters Score -564906.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -564907.875000 Penalty: 2771.257080
	Iteration 22Q: 3 clusters Score -564907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -564910.750000 Penalty: 2771.257080
	Iteration 23Q: 3 clusters Score -564910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -564912.687500 Penalty: 2771.257080
	Iteration 24Q: 3 clusters Score -564912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -564912.375000 Penalty: 2771.257080
	Iteration 25Q: 3 clusters Score -564912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -564914.750000 Penalty: 2771.257080
	Iteration 26Q: 3 clusters Score -564914.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -564915.187500 Penalty: 2771.257080
	Iteration 27Q: 3 clusters Score -564915.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -564916.062500 Penalty: 2771.257080
	Iteration 28Q: 3 clusters Score -564916.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -564917.375000 Penalty: 2771.257080
	Iteration 29Q: 3 clusters Score -564917.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -564917.875000 Penalty: 2771.257080
	Iteration 30Q: 3 clusters Score -564917.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -564917.750000 Penalty: 2771.257080
	Iteration 31Q: 3 clusters Score -564917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -564918.375000 Penalty: 2771.257080
	Iteration 32Q: 3 clusters Score -564918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -564918.187500 Penalty: 2771.257080
	Iteration 33Q: 3 clusters Score -564918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -564918.625000 Penalty: 2771.257080
	Iteration 34Q: 3 clusters Score -564918.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -564918.625000 Penalty: 2771.257080
	Iteration 35F: 3 clusters Score -564918.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Entering Unmasked Estep 
Score: -3074167.500000 Penalty: 1656.201172
	Iteration 0F: 2 clusters Score -3074168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -3056038.500000 Penalty: 3312.402344
	Iteration 0F: 3 clusters Score -3056038 nChanged 12285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3062836.250000 Penalty: 3312.402344
	Iteration 1F: 3 clusters Score -3062836 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -3063492.750000 Penalty: 3312.402344
	Iteration 2F: 3 clusters Score -3063493 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3064468.250000 Penalty: 3312.402344
	Iteration 3F: 3 clusters Score -3064468 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -3065955.500000 Penalty: 3312.402344
	Iteration 4F: 3 clusters Score -3065956 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -3067991.750000 Penalty: 3312.402344
	Iteration 5F: 3 clusters Score -3067992 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3070103.500000 Penalty: 3312.402344
	Iteration 6F: 3 clusters Score -3070104 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -3071518.000000 Penalty: 3312.402344
	Iteration 7F: 3 clusters Score -3071518 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3072232.500000 Penalty: 3312.402344
	Iteration 8Q: 3 clusters Score -3072232 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -3072506.750000 Penalty: 3312.402344
	Iteration 9Q: 3 clusters Score -3072507 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -3072592.000000 Penalty: 3312.402344
	Iteration 10Q: 3 clusters Score -3072592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -3072643.750000 Penalty: 3312.402344
	Iteration 11Q: 3 clusters Score -3072644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3072682.000000 Penalty: 3312.402344
	Iteration 12Q: 3 clusters Score -3072682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -3072705.000000 Penalty: 3312.402344
	Iteration 13Q: 3 clusters Score -3072705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -3072720.000000 Penalty: 3312.402344
	Iteration 14Q: 3 clusters Score -3072720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -3072734.000000 Penalty: 3312.402344
	Iteration 15Q: 3 clusters Score -3072734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -3072735.750000 Penalty: 3312.402344
	Iteration 16Q: 3 clusters Score -3072736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3072737.750000 Penalty: 3312.402344
	Iteration 17Q: 3 clusters Score -3072738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3072744.500000 Penalty: 3312.402344
	Iteration 18Q: 3 clusters Score -3072744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -3072744.500000 Penalty: 3312.402344
	Iteration 19F: 3 clusters Score -3072744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Entering Unmasked Estep 
Score: -406450.093750 Penalty: 1350.002197
	Iteration 0F: 2 clusters Score -406450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -403100.531250 Penalty: 2700.004395
	Iteration 0F: 3 clusters Score -403100.5 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -404117.656250 Penalty: 2700.004395
	Iteration 1F: 3 clusters Score -404117.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -404399.031250 Penalty: 2700.004395
	Iteration 2F: 3 clusters Score -404399 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -404570.875000 Penalty: 2700.004395
	Iteration 3F: 3 clusters Score -404570.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -404712.375000 Penalty: 2700.004395
	Iteration 4F: 3 clusters Score -404712.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -404853.781250 Penalty: 2700.004395
	Iteration 5Q: 3 clusters Score -404853.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -404953.093750 Penalty: 2700.004395
	Iteration 6Q: 3 clusters Score -404953.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -405061.218750 Penalty: 2700.004395
	Iteration 7Q: 3 clusters Score -405061.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -405164.937500 Penalty: 2700.004395
	Iteration 8Q: 3 clusters Score -405164.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -405246.843750 Penalty: 2700.004395
	Iteration 9Q: 3 clusters Score -405246.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405314.531250 Penalty: 2700.004395
	Iteration 10Q: 3 clusters Score -405314.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -405362.218750 Penalty: 2700.004395
	Iteration 11Q: 3 clusters Score -405362.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -405398.625000 Penalty: 2700.004395
	Iteration 12Q: 3 clusters Score -405398.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -405422.343750 Penalty: 2700.004395
	Iteration 13Q: 3 clusters Score -405422.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -405444.843750 Penalty: 2700.004395
	Iteration 14Q: 3 clusters Score -405444.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -405463.812500 Penalty: 2700.004395
	Iteration 15Q: 3 clusters Score -405463.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -405474.562500 Penalty: 2700.004395
	Iteration 16Q: 3 clusters Score -405474.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -405481.281250 Penalty: 2700.004395
	Iteration 17Q: 3 clusters Score -405481.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -405493.156250 Penalty: 2700.004395
	Iteration 18Q: 3 clusters Score -405493.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -405501.031250 Penalty: 2700.004395
	Iteration 19Q: 3 clusters Score -405501 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -405511.468750 Penalty: 2700.004395
	Iteration 20F: 3 clusters Score -405511.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -405523.625000 Penalty: 2700.004395
	Iteration 21Q: 3 clusters Score -405523.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -405532.937500 Penalty: 2700.004395
	Iteration 22Q: 3 clusters Score -405532.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -405540.343750 Penalty: 2700.004395
	Iteration 23Q: 3 clusters Score -405540.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -405547.875000 Penalty: 2700.004395
	Iteration 24Q: 3 clusters Score -405547.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -405552.718750 Penalty: 2700.004395
	Iteration 25Q: 3 clusters Score -405552.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -405556.343750 Penalty: 2700.004395
	Iteration 26Q: 3 clusters Score -405556.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -405560.031250 Penalty: 2700.004395
	Iteration 27Q: 3 clusters Score -405560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -405564.750000 Penalty: 2700.004395
	Iteration 28Q: 3 clusters Score -405564.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -405571.625000 Penalty: 2700.004395
	Iteration 29Q: 3 clusters Score -405571.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -405577.125000 Penalty: 2700.004395
	Iteration 30Q: 3 clusters Score -405577.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -405581.906250 Penalty: 2700.004395
	Iteration 31Q: 3 clusters Score -405581.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -405586.437500 Penalty: 2700.004395
	Iteration 32Q: 3 clusters Score -405586.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -405589.375000 Penalty: 2700.004395
	Iteration 33Q: 3 clusters Score -405589.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -405591.750000 Penalty: 2700.004395
	Iteration 34Q: 3 clusters Score -405591.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -405592.093750 Penalty: 2700.004395
	Iteration 35Q: 3 clusters Score -405592.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -405593.468750 Penalty: 2700.004395
	Iteration 36Q: 3 clusters Score -405593.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -405594.031250 Penalty: 2700.004395
	Iteration 37Q: 3 clusters Score -405594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -405593.718750 Penalty: 2700.004395
	Iteration 38Q: 3 clusters Score -405593.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -405594.468750 Penalty: 2700.004395
	Iteration 39Q: 3 clusters Score -405594.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -405594.125000 Penalty: 2700.004395
	Iteration 40F: 3 clusters Score -405594.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Entering Unmasked Estep 
Score: -35064.773438 Penalty: 1021.776978
	Iteration 0F: 2 clusters Score -35064.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34100.453125 Penalty: 2043.553955
	Iteration 0F: 3 clusters Score -34100.45 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -34350.621094 Penalty: 2043.553955
	Iteration 1F: 3 clusters Score -34350.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -34491.441406 Penalty: 2043.553955
	Iteration 2F: 3 clusters Score -34491.44 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -34601.296875 Penalty: 2043.553955
	Iteration 3F: 3 clusters Score -34601.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34666.933594 Penalty: 2043.553955
	Iteration 4Q: 3 clusters Score -34666.93 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34696.070312 Penalty: 2043.553955
	Iteration 5Q: 3 clusters Score -34696.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -34701.828125 Penalty: 2043.553955
	Iteration 6Q: 3 clusters Score -34701.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -34702.964844 Penalty: 2043.553955
	Iteration 7Q: 3 clusters Score -34702.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -34704.824219 Penalty: 2043.553955
	Iteration 8Q: 3 clusters Score -34704.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34707.480469 Penalty: 2043.553955
	Iteration 9Q: 3 clusters Score -34707.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -34708.050781 Penalty: 2043.553955
	Iteration 10Q: 3 clusters Score -34708.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34708.906250 Penalty: 2043.553955
	Iteration 11Q: 3 clusters Score -34708.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -34708.906250 Penalty: 2043.553955
	Iteration 12F: 3 clusters Score -34708.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Entering Unmasked Estep 
Score: -412351.437500 Penalty: 1331.292725
	Iteration 0F: 2 clusters Score -412351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -409233.218750 Penalty: 2662.585449
	Iteration 0F: 3 clusters Score -409233.2 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -410002.687500 Penalty: 2662.585449
	Iteration 1F: 3 clusters Score -410002.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -410193.625000 Penalty: 2662.585449
	Iteration 2F: 3 clusters Score -410193.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -410333.187500 Penalty: 2662.585449
	Iteration 3F: 3 clusters Score -410333.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -410441.718750 Penalty: 2662.585449
	Iteration 4F: 3 clusters Score -410441.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -410519.687500 Penalty: 2662.585449
	Iteration 5Q: 3 clusters Score -410519.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -410585.062500 Penalty: 2662.585449
	Iteration 6Q: 3 clusters Score -410585.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -410658.093750 Penalty: 2662.585449
	Iteration 7Q: 3 clusters Score -410658.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -410707.687500 Penalty: 2662.585449
	Iteration 8Q: 3 clusters Score -410707.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -410757.343750 Penalty: 2662.585449
	Iteration 9Q: 3 clusters Score -410757.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -410802.437500 Penalty: 2662.585449
	Iteration 10Q: 3 clusters Score -410802.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -410840.843750 Penalty: 2662.585449
	Iteration 11Q: 3 clusters Score -410840.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -410897.031250 Penalty: 2662.585449
	Iteration 12Q: 3 clusters Score -410897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -410955.093750 Penalty: 2662.585449
	Iteration 13Q: 3 clusters Score -410955.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -411018.437500 Penalty: 2662.585449
	Iteration 14Q: 3 clusters Score -411018.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -411071.500000 Penalty: 2662.585449
	Iteration 15Q: 3 clusters Score -411071.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -411125.468750 Penalty: 2662.585449
	Iteration 16Q: 3 clusters Score -411125.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -411174.687500 Penalty: 2662.585449
	Iteration 17Q: 3 clusters Score -411174.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -411202.500000 Penalty: 2662.585449
	Iteration 18Q: 3 clusters Score -411202.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -411233.656250 Penalty: 2662.585449
	Iteration 19Q: 3 clusters Score -411233.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -411260.718750 Penalty: 2662.585449
	Iteration 20F: 3 clusters Score -411260.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -411278.343750 Penalty: 2662.585449
	Iteration 21Q: 3 clusters Score -411278.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -411298.968750 Penalty: 2662.585449
	Iteration 22Q: 3 clusters Score -411299 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -411310.968750 Penalty: 2662.585449
	Iteration 23Q: 3 clusters Score -411311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -411319.281250 Penalty: 2662.585449
	Iteration 24Q: 3 clusters Score -411319.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -411321.437500 Penalty: 2662.585449
	Iteration 25Q: 3 clusters Score -411321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -411322.000000 Penalty: 2662.585449
	Iteration 26Q: 3 clusters Score -411322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -411323.937500 Penalty: 2662.585449
	Iteration 27Q: 3 clusters Score -411323.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -411326.687500 Penalty: 2662.585449
	Iteration 28Q: 3 clusters Score -411326.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -411329.343750 Penalty: 2662.585449
	Iteration 29Q: 3 clusters Score -411329.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -411331.406250 Penalty: 2662.585449
	Iteration 30Q: 3 clusters Score -411331.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -411332.593750 Penalty: 2662.585449
	Iteration 31Q: 3 clusters Score -411332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -411334.843750 Penalty: 2662.585449
	Iteration 32Q: 3 clusters Score -411334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -411336.562500 Penalty: 2662.585449
	Iteration 33Q: 3 clusters Score -411336.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -411337.937500 Penalty: 2662.585449
	Iteration 34Q: 3 clusters Score -411337.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -411339.093750 Penalty: 2662.585449
	Iteration 35Q: 3 clusters Score -411339.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -411339.343750 Penalty: 2662.585449
	Iteration 36Q: 3 clusters Score -411339.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -411340.781250 Penalty: 2662.585449
	Iteration 37Q: 3 clusters Score -411340.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -411340.437500 Penalty: 2662.585449
	Iteration 38Q: 3 clusters Score -411340.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -411341.031250 Penalty: 2662.585449
	Iteration 39Q: 3 clusters Score -411341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -411342.093750 Penalty: 2662.585449
	Iteration 40F: 3 clusters Score -411342.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -411342.812500 Penalty: 2662.585449
	Iteration 41Q: 3 clusters Score -411342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -411342.812500 Penalty: 2662.585449
	Iteration 42F: 3 clusters Score -411342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Entering Unmasked Estep 
Score: -743971.187500 Penalty: 1430.532104
	Iteration 0F: 2 clusters Score -743971.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -738972.000000 Penalty: 2861.064209
	Iteration 0F: 3 clusters Score -738972 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -740528.812500 Penalty: 2861.064209
	Iteration 1F: 3 clusters Score -740528.8 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -740809.937500 Penalty: 2861.064209
	Iteration 2F: 3 clusters Score -740809.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -741066.312500 Penalty: 2861.064209
	Iteration 3F: 3 clusters Score -741066.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -741279.750000 Penalty: 2861.064209
	Iteration 4F: 3 clusters Score -741279.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -741448.437500 Penalty: 2861.064209
	Iteration 5Q: 3 clusters Score -741448.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -741610.000000 Penalty: 2861.064209
	Iteration 6Q: 3 clusters Score -741610 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -741781.312500 Penalty: 2861.064209
	Iteration 7Q: 3 clusters Score -741781.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -741941.812500 Penalty: 2861.064209
	Iteration 8Q: 3 clusters Score -741941.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -742078.625000 Penalty: 2861.064209
	Iteration 9Q: 3 clusters Score -742078.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -742262.687500 Penalty: 2861.064209
	Iteration 10Q: 3 clusters Score -742262.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -742496.812500 Penalty: 2861.064209
	Iteration 11Q: 3 clusters Score -742496.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -742729.750000 Penalty: 2861.064209
	Iteration 12Q: 3 clusters Score -742729.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -742947.500000 Penalty: 2861.064209
	Iteration 13Q: 3 clusters Score -742947.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -743103.625000 Penalty: 2861.064209
	Iteration 14Q: 3 clusters Score -743103.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -743191.687500 Penalty: 2861.064209
	Iteration 15Q: 3 clusters Score -743191.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -743247.312500 Penalty: 2861.064209
	Iteration 16Q: 3 clusters Score -743247.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -743293.312500 Penalty: 2861.064209
	Iteration 17Q: 3 clusters Score -743293.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -743325.312500 Penalty: 2861.064209
	Iteration 18Q: 3 clusters Score -743325.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -743346.937500 Penalty: 2861.064209
	Iteration 19Q: 3 clusters Score -743346.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -743369.312500 Penalty: 2861.064209
	Iteration 20F: 3 clusters Score -743369.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -743388.625000 Penalty: 2861.064209
	Iteration 21Q: 3 clusters Score -743388.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -743404.687500 Penalty: 2861.064209
	Iteration 22Q: 3 clusters Score -743404.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -743419.500000 Penalty: 2861.064209
	Iteration 23Q: 3 clusters Score -743419.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -743428.937500 Penalty: 2861.064209
	Iteration 24Q: 3 clusters Score -743428.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -743439.437500 Penalty: 2861.064209
	Iteration 25Q: 3 clusters Score -743439.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -743448.000000 Penalty: 2861.064209
	Iteration 26Q: 3 clusters Score -743448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -743455.312500 Penalty: 2861.064209
	Iteration 27Q: 3 clusters Score -743455.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -743458.312500 Penalty: 2861.064209
	Iteration 28Q: 3 clusters Score -743458.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -743463.062500 Penalty: 2861.064209
	Iteration 29Q: 3 clusters Score -743463.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -743471.875000 Penalty: 2861.064209
	Iteration 30Q: 3 clusters Score -743471.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -743478.062500 Penalty: 2861.064209
	Iteration 31Q: 3 clusters Score -743478.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -743485.125000 Penalty: 2861.064209
	Iteration 32Q: 3 clusters Score -743485.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -743489.500000 Penalty: 2861.064209
	Iteration 33Q: 3 clusters Score -743489.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -743497.375000 Penalty: 2861.064209
	Iteration 34Q: 3 clusters Score -743497.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -743507.500000 Penalty: 2861.064209
	Iteration 35Q: 3 clusters Score -743507.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -743512.562500 Penalty: 2861.064209
	Iteration 36Q: 3 clusters Score -743512.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -743520.937500 Penalty: 2861.064209
	Iteration 37Q: 3 clusters Score -743520.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -743527.500000 Penalty: 2861.064209
	Iteration 38Q: 3 clusters Score -743527.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -743535.437500 Penalty: 2861.064209
	Iteration 39Q: 3 clusters Score -743535.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -743546.875000 Penalty: 2861.064209
	Iteration 40F: 3 clusters Score -743546.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -743551.375000 Penalty: 2861.064209
	Iteration 41Q: 3 clusters Score -743551.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -743554.312500 Penalty: 2861.064209
	Iteration 42Q: 3 clusters Score -743554.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -743556.312500 Penalty: 2861.064209
	Iteration 43Q: 3 clusters Score -743556.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -743559.562500 Penalty: 2861.064209
	Iteration 44Q: 3 clusters Score -743559.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -743560.312500 Penalty: 2861.064209
	Iteration 45Q: 3 clusters Score -743560.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -743562.000000 Penalty: 2861.064209
	Iteration 46Q: 3 clusters Score -743562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -743562.000000 Penalty: 2861.064209
	Iteration 47F: 3 clusters Score -743562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Entering Unmasked Estep 
Score: -193913.890625 Penalty: 1213.447754
	Iteration 0F: 2 clusters Score -193913.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -191960.125000 Penalty: 2426.895508
	Iteration 0F: 3 clusters Score -191960.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192368.453125 Penalty: 2426.895508
	Iteration 1F: 3 clusters Score -192368.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -192493.734375 Penalty: 2426.895508
	Iteration 2F: 3 clusters Score -192493.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -192559.203125 Penalty: 2426.895508
	Iteration 3Q: 3 clusters Score -192559.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -192608.296875 Penalty: 2426.895508
	Iteration 4Q: 3 clusters Score -192608.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192668.640625 Penalty: 2426.895508
	Iteration 5Q: 3 clusters Score -192668.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -192731.843750 Penalty: 2426.895508
	Iteration 6Q: 3 clusters Score -192731.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -192810.421875 Penalty: 2426.895508
	Iteration 7Q: 3 clusters Score -192810.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192900.093750 Penalty: 2426.895508
	Iteration 8Q: 3 clusters Score -192900.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -193012.343750 Penalty: 2426.895508
	Iteration 9Q: 3 clusters Score -193012.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -193121.281250 Penalty: 2426.895508
	Iteration 10Q: 3 clusters Score -193121.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -193206.453125 Penalty: 2426.895508
	Iteration 11Q: 3 clusters Score -193206.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -193262.343750 Penalty: 2426.895508
	Iteration 12Q: 3 clusters Score -193262.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -193308.734375 Penalty: 2426.895508
	Iteration 13Q: 3 clusters Score -193308.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -193332.531250 Penalty: 2426.895508
	Iteration 14Q: 3 clusters Score -193332.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -193351.609375 Penalty: 2426.895508
	Iteration 15Q: 3 clusters Score -193351.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -193370.203125 Penalty: 2426.895508
	Iteration 16Q: 3 clusters Score -193370.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -193387.406250 Penalty: 2426.895508
	Iteration 17Q: 3 clusters Score -193387.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -193395.781250 Penalty: 2426.895508
	Iteration 18Q: 3 clusters Score -193395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -193402.906250 Penalty: 2426.895508
	Iteration 19Q: 3 clusters Score -193402.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -193409.828125 Penalty: 2426.895508
	Iteration 20F: 3 clusters Score -193409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -193416.078125 Penalty: 2426.895508
	Iteration 21Q: 3 clusters Score -193416.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193419.281250 Penalty: 2426.895508
	Iteration 22Q: 3 clusters Score -193419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -193420.578125 Penalty: 2426.895508
	Iteration 23Q: 3 clusters Score -193420.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -193422.875000 Penalty: 2426.895508
	Iteration 24Q: 3 clusters Score -193422.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -193426.640625 Penalty: 2426.895508
	Iteration 25Q: 3 clusters Score -193426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -193428.937500 Penalty: 2426.895508
	Iteration 26Q: 3 clusters Score -193428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -193429.265625 Penalty: 2426.895508
	Iteration 27Q: 3 clusters Score -193429.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193429.671875 Penalty: 2426.895508
	Iteration 28Q: 3 clusters Score -193429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -193429.671875 Penalty: 2426.895508
	Iteration 29F: 3 clusters Score -193429.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Entering Unmasked Estep 
Score: -2404117.750000 Penalty: 1616.103638
	Iteration 0F: 2 clusters Score -2404118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2389965.000000 Penalty: 3232.207275
	Iteration 0F: 3 clusters Score -2389965 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -2395083.000000 Penalty: 3232.207275
	Iteration 1F: 3 clusters Score -2395083 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2395546.250000 Penalty: 3232.207275
	Iteration 2F: 3 clusters Score -2395546 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2396076.000000 Penalty: 3232.207275
	Iteration 3F: 3 clusters Score -2396076 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2396692.500000 Penalty: 3232.207275
	Iteration 4F: 3 clusters Score -2396692 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2397486.250000 Penalty: 3232.207275
	Iteration 5F: 3 clusters Score -2397486 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2398488.750000 Penalty: 3232.207275
	Iteration 6F: 3 clusters Score -2398489 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2399601.750000 Penalty: 3232.207275
	Iteration 7F: 3 clusters Score -2399602 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -2400739.000000 Penalty: 3232.207275
	Iteration 8F: 3 clusters Score -2400739 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2401659.750000 Penalty: 3232.207275
	Iteration 9Q: 3 clusters Score -2401660 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2402365.250000 Penalty: 3232.207275
	Iteration 10Q: 3 clusters Score -2402365 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2402771.750000 Penalty: 3232.207275
	Iteration 11Q: 3 clusters Score -2402772 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2402986.500000 Penalty: 3232.207275
	Iteration 12Q: 3 clusters Score -2402986 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2403086.250000 Penalty: 3232.207275
	Iteration 13Q: 3 clusters Score -2403086 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2403145.250000 Penalty: 3232.207275
	Iteration 14Q: 3 clusters Score -2403145 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2403190.250000 Penalty: 3232.207275
	Iteration 15Q: 3 clusters Score -2403190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2403218.500000 Penalty: 3232.207275
	Iteration 16Q: 3 clusters Score -2403218 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2403234.500000 Penalty: 3232.207275
	Iteration 17Q: 3 clusters Score -2403234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -2403255.750000 Penalty: 3232.207275
	Iteration 18Q: 3 clusters Score -2403256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2403260.000000 Penalty: 3232.207275
	Iteration 19Q: 3 clusters Score -2403260 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -2403266.750000 Penalty: 3232.207275
	Iteration 20F: 3 clusters Score -2403267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -2403275.750000 Penalty: 3232.207275
	Iteration 21Q: 3 clusters Score -2403276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2403286.250000 Penalty: 3232.207275
	Iteration 22Q: 3 clusters Score -2403286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2403294.000000 Penalty: 3232.207275
	Iteration 23Q: 3 clusters Score -2403294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2403296.000000 Penalty: 3232.207275
	Iteration 24Q: 3 clusters Score -2403296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2403306.750000 Penalty: 3232.207275
	Iteration 25Q: 3 clusters Score -2403307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2403310.000000 Penalty: 3232.207275
	Iteration 26Q: 3 clusters Score -2403310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -2403321.000000 Penalty: 3232.207275
	Iteration 27Q: 3 clusters Score -2403321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -2403319.500000 Penalty: 3232.207275
	Iteration 28Q: 3 clusters Score -2403320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -2403327.250000 Penalty: 3232.207275
	Iteration 29Q: 3 clusters Score -2403327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2403335.250000 Penalty: 3232.207275
	Iteration 30Q: 3 clusters Score -2403335 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2403340.000000 Penalty: 3232.207275
	Iteration 31Q: 3 clusters Score -2403340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2403341.250000 Penalty: 3232.207275
	Iteration 32Q: 3 clusters Score -2403341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2403342.500000 Penalty: 3232.207275
	Iteration 33Q: 3 clusters Score -2403342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2403345.500000 Penalty: 3232.207275
	Iteration 34Q: 3 clusters Score -2403346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2403343.750000 Penalty: 3232.207275
	Iteration 35Q: 3 clusters Score -2403344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2403348.000000 Penalty: 3232.207275
	Iteration 36Q: 3 clusters Score -2403348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2403345.000000 Penalty: 3232.207275
	Iteration 37Q: 3 clusters Score -2403345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2403347.000000 Penalty: 3232.207275
	Iteration 38Q: 3 clusters Score -2403347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -2403347.000000 Penalty: 3232.207275
	Iteration 39F: 3 clusters Score -2403347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Entering Unmasked Estep 
Score: -625853.000000 Penalty: 1399.236084
	Iteration 0F: 2 clusters Score -625853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -621543.875000 Penalty: 2798.472168
	Iteration 0F: 3 clusters Score -621543.9 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -622854.812500 Penalty: 2798.472168
	Iteration 1F: 3 clusters Score -622854.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -623413.812500 Penalty: 2798.472168
	Iteration 2F: 3 clusters Score -623413.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -623915.437500 Penalty: 2798.472168
	Iteration 3F: 3 clusters Score -623915.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -624331.875000 Penalty: 2798.472168
	Iteration 4F: 3 clusters Score -624331.9 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -624697.500000 Penalty: 2798.472168
	Iteration 5F: 3 clusters Score -624697.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -624930.937500 Penalty: 2798.472168
	Iteration 6F: 3 clusters Score -624930.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -625119.937500 Penalty: 2798.472168
	Iteration 7Q: 3 clusters Score -625119.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -625241.000000 Penalty: 2798.472168
	Iteration 8Q: 3 clusters Score -625241 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -625306.375000 Penalty: 2798.472168
	Iteration 9Q: 3 clusters Score -625306.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -625349.562500 Penalty: 2798.472168
	Iteration 10Q: 3 clusters Score -625349.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -625383.875000 Penalty: 2798.472168
	Iteration 11Q: 3 clusters Score -625383.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -625407.500000 Penalty: 2798.472168
	Iteration 12Q: 3 clusters Score -625407.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -625421.062500 Penalty: 2798.472168
	Iteration 13Q: 3 clusters Score -625421.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -625432.062500 Penalty: 2798.472168
	Iteration 14Q: 3 clusters Score -625432.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -625438.812500 Penalty: 2798.472168
	Iteration 15Q: 3 clusters Score -625438.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -625443.250000 Penalty: 2798.472168
	Iteration 16Q: 3 clusters Score -625443.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -625448.062500 Penalty: 2798.472168
	Iteration 17Q: 3 clusters Score -625448.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -625449.312500 Penalty: 2798.472168
	Iteration 18Q: 3 clusters Score -625449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -625452.875000 Penalty: 2798.472168
	Iteration 19Q: 3 clusters Score -625452.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -625452.687500 Penalty: 2798.472168
	Iteration 20F: 3 clusters Score -625452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -625453.000000 Penalty: 2798.472168
	Iteration 21Q: 3 clusters Score -625453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -625453.937500 Penalty: 2798.472168
	Iteration 22Q: 3 clusters Score -625453.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -625454.437500 Penalty: 2798.472168
	Iteration 23Q: 3 clusters Score -625454.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -625455.687500 Penalty: 2798.472168
	Iteration 24Q: 3 clusters Score -625455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -625457.250000 Penalty: 2798.472168
	Iteration 25Q: 3 clusters Score -625457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -625456.812500 Penalty: 2798.472168
	Iteration 26Q: 3 clusters Score -625456.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -625457.437500 Penalty: 2798.472168
	Iteration 27Q: 3 clusters Score -625457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -625458.250000 Penalty: 2798.472168
	Iteration 28Q: 3 clusters Score -625458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -625458.875000 Penalty: 2798.472168
	Iteration 29Q: 3 clusters Score -625458.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -625458.437500 Penalty: 2798.472168
	Iteration 30Q: 3 clusters Score -625458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -625458.437500 Penalty: 2798.472168
	Iteration 31F: 3 clusters Score -625458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -33996.011719 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -33996.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -33192.496094 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -33192.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33385.246094 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -33385.25 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -33529.394531 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -33529.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -33766.218750 Penalty: 1901.965820
	Iteration 3F: 3 clusters Score -33766.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -33968.863281 Penalty: 1901.965820
	Iteration 4F: 3 clusters Score -33968.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34241.832031 Penalty: 1901.965820
	Iteration 5F: 3 clusters Score -34241.83 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34456.980469 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -34456.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34556.253906 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -34556.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -34658.359375 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -34658.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -34681.859375 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -34681.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34714.324219 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -34714.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -34718.523438 Penalty: 1901.965820
	Iteration 11F: 3 clusters Score -34718.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34751.894531 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -34751.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34773.289062 Penalty: 1901.965820
	Iteration 13Q: 3 clusters Score -34773.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34785.265625 Penalty: 1901.965820
	Iteration 14Q: 3 clusters Score -34785.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -34785.265625 Penalty: 1901.965820
	Iteration 15F: 3 clusters Score -34785.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 89545 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43706 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 4055 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3614 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 199 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 149 members 
Entering Unmasked Estep 
Score: -40138176.000000 Penalty: 87349.148438
Splitting cluster 37 changes total score from -40138472.000000 to -40138176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (5728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Entering Unmasked Estep 
Score: -646700.562500 Penalty: 1406.132324
	Iteration 0F: 2 clusters Score -646700.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -642225.062500 Penalty: 2812.264648
	Iteration 0F: 3 clusters Score -642225.1 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -643489.875000 Penalty: 2812.264648
	Iteration 1F: 3 clusters Score -643489.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -643694.500000 Penalty: 2812.264648
	Iteration 2F: 3 clusters Score -643694.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -643839.750000 Penalty: 2812.264648
	Iteration 3F: 3 clusters Score -643839.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -643961.375000 Penalty: 2812.264648
	Iteration 4Q: 3 clusters Score -643961.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -644082.312500 Penalty: 2812.264648
	Iteration 5Q: 3 clusters Score -644082.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -644218.375000 Penalty: 2812.264648
	Iteration 6Q: 3 clusters Score -644218.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -644387.062500 Penalty: 2812.264648
	Iteration 7Q: 3 clusters Score -644387.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -644570.812500 Penalty: 2812.264648
	Iteration 8Q: 3 clusters Score -644570.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -644759.437500 Penalty: 2812.264648
	Iteration 9Q: 3 clusters Score -644759.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -644952.187500 Penalty: 2812.264648
	Iteration 10Q: 3 clusters Score -644952.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -645124.187500 Penalty: 2812.264648
	Iteration 11Q: 3 clusters Score -645124.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -645252.625000 Penalty: 2812.264648
	Iteration 12Q: 3 clusters Score -645252.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -645362.312500 Penalty: 2812.264648
	Iteration 13Q: 3 clusters Score -645362.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -645437.937500 Penalty: 2812.264648
	Iteration 14Q: 3 clusters Score -645437.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -645487.500000 Penalty: 2812.264648
	Iteration 15Q: 3 clusters Score -645487.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -645521.562500 Penalty: 2812.264648
	Iteration 16Q: 3 clusters Score -645521.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -645545.562500 Penalty: 2812.264648
	Iteration 17Q: 3 clusters Score -645545.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -645565.000000 Penalty: 2812.264648
	Iteration 18Q: 3 clusters Score -645565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -645579.625000 Penalty: 2812.264648
	Iteration 19Q: 3 clusters Score -645579.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -645593.125000 Penalty: 2812.264648
	Iteration 20F: 3 clusters Score -645593.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -645607.125000 Penalty: 2812.264648
	Iteration 21Q: 3 clusters Score -645607.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -645618.062500 Penalty: 2812.264648
	Iteration 22Q: 3 clusters Score -645618.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -645625.875000 Penalty: 2812.264648
	Iteration 23Q: 3 clusters Score -645625.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -645631.187500 Penalty: 2812.264648
	Iteration 24Q: 3 clusters Score -645631.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -645635.875000 Penalty: 2812.264648
	Iteration 25Q: 3 clusters Score -645635.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -645639.750000 Penalty: 2812.264648
	Iteration 26Q: 3 clusters Score -645639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -645641.312500 Penalty: 2812.264648
	Iteration 27Q: 3 clusters Score -645641.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -645644.312500 Penalty: 2812.264648
	Iteration 28Q: 3 clusters Score -645644.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -645646.250000 Penalty: 2812.264648
	Iteration 29Q: 3 clusters Score -645646.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -645648.437500 Penalty: 2812.264648
	Iteration 30Q: 3 clusters Score -645648.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -645650.312500 Penalty: 2812.264648
	Iteration 31Q: 3 clusters Score -645650.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -645652.250000 Penalty: 2812.264648
	Iteration 32Q: 3 clusters Score -645652.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -645654.062500 Penalty: 2812.264648
	Iteration 33Q: 3 clusters Score -645654.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -645656.375000 Penalty: 2812.264648
	Iteration 34Q: 3 clusters Score -645656.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -645657.062500 Penalty: 2812.264648
	Iteration 35Q: 3 clusters Score -645657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -645660.687500 Penalty: 2812.264648
	Iteration 36Q: 3 clusters Score -645660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -645662.812500 Penalty: 2812.264648
	Iteration 37Q: 3 clusters Score -645662.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -645669.125000 Penalty: 2812.264648
	Iteration 38Q: 3 clusters Score -645669.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -645674.937500 Penalty: 2812.264648
	Iteration 39Q: 3 clusters Score -645674.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -645680.125000 Penalty: 2812.264648
	Iteration 40F: 3 clusters Score -645680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -645682.062500 Penalty: 2812.264648
	Iteration 41Q: 3 clusters Score -645682.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -645686.625000 Penalty: 2812.264648
	Iteration 42Q: 3 clusters Score -645686.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -645687.875000 Penalty: 2812.264648
	Iteration 43Q: 3 clusters Score -645687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -645691.437500 Penalty: 2812.264648
	Iteration 44Q: 3 clusters Score -645691.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -645691.875000 Penalty: 2812.264648
	Iteration 45Q: 3 clusters Score -645691.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -645694.750000 Penalty: 2812.264648
	Iteration 46Q: 3 clusters Score -645694.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -645698.750000 Penalty: 2812.264648
	Iteration 47Q: 3 clusters Score -645698.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -645703.625000 Penalty: 2812.264648
	Iteration 48Q: 3 clusters Score -645703.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -645706.625000 Penalty: 2812.264648
	Iteration 49Q: 3 clusters Score -645706.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -645709.000000 Penalty: 2812.264648
	Iteration 50Q: 3 clusters Score -645709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -645712.312500 Penalty: 2812.264648
	Iteration 51Q: 3 clusters Score -645712.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -645714.437500 Penalty: 2812.264648
	Iteration 52Q: 3 clusters Score -645714.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -645716.187500 Penalty: 2812.264648
	Iteration 53Q: 3 clusters Score -645716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -645718.937500 Penalty: 2812.264648
	Iteration 54Q: 3 clusters Score -645718.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -645719.562500 Penalty: 2812.264648
	Iteration 55Q: 3 clusters Score -645719.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -645720.750000 Penalty: 2812.264648
	Iteration 56Q: 3 clusters Score -645720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -645720.375000 Penalty: 2812.264648
	Iteration 57Q: 3 clusters Score -645720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -645721.437500 Penalty: 2812.264648
	Iteration 58Q: 3 clusters Score -645721.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -645720.812500 Penalty: 2812.264648
	Iteration 59Q: 3 clusters Score -645720.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -645720.687500 Penalty: 2812.264648
	Iteration 60F: 3 clusters Score -645720.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -645721.875000 Penalty: 2812.264648
	Iteration 61Q: 3 clusters Score -645721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -645721.187500 Penalty: 2812.264648
	Iteration 62Q: 3 clusters Score -645721.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -645721.187500 Penalty: 2812.264648
	Iteration 63F: 3 clusters Score -645721.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Entering Unmasked Estep 
Score: -260785.562500 Penalty: 1259.684692
	Iteration 0F: 2 clusters Score -260785.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -258489.312500 Penalty: 2519.369385
	Iteration 0F: 3 clusters Score -258489.3 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -258989.500000 Penalty: 2519.369385
	Iteration 1F: 3 clusters Score -258989.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -259101.781250 Penalty: 2519.369385
	Iteration 2F: 3 clusters Score -259101.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -259174.765625 Penalty: 2519.369385
	Iteration 3Q: 3 clusters Score -259174.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -259224.140625 Penalty: 2519.369385
	Iteration 4Q: 3 clusters Score -259224.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -259259.140625 Penalty: 2519.369385
	Iteration 5Q: 3 clusters Score -259259.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -259294.484375 Penalty: 2519.369385
	Iteration 6Q: 3 clusters Score -259294.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -259321.515625 Penalty: 2519.369385
	Iteration 7Q: 3 clusters Score -259321.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -259343.687500 Penalty: 2519.369385
	Iteration 8Q: 3 clusters Score -259343.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259365.968750 Penalty: 2519.369385
	Iteration 9Q: 3 clusters Score -259366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -259388.734375 Penalty: 2519.369385
	Iteration 10Q: 3 clusters Score -259388.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -259403.312500 Penalty: 2519.369385
	Iteration 11Q: 3 clusters Score -259403.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -259418.828125 Penalty: 2519.369385
	Iteration 12Q: 3 clusters Score -259418.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -259448.015625 Penalty: 2519.369385
	Iteration 13Q: 3 clusters Score -259448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -259471.218750 Penalty: 2519.369385
	Iteration 14Q: 3 clusters Score -259471.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -259493.046875 Penalty: 2519.369385
	Iteration 15Q: 3 clusters Score -259493 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259515.937500 Penalty: 2519.369385
	Iteration 16Q: 3 clusters Score -259515.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -259529.421875 Penalty: 2519.369385
	Iteration 17Q: 3 clusters Score -259529.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -259538.500000 Penalty: 2519.369385
	Iteration 18Q: 3 clusters Score -259538.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -259547.718750 Penalty: 2519.369385
	Iteration 19Q: 3 clusters Score -259547.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -259558.500000 Penalty: 2519.369385
	Iteration 20F: 3 clusters Score -259558.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -259566.734375 Penalty: 2519.369385
	Iteration 21Q: 3 clusters Score -259566.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -259575.437500 Penalty: 2519.369385
	Iteration 22Q: 3 clusters Score -259575.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259581.421875 Penalty: 2519.369385
	Iteration 23Q: 3 clusters Score -259581.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -259585.140625 Penalty: 2519.369385
	Iteration 24Q: 3 clusters Score -259585.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259588.515625 Penalty: 2519.369385
	Iteration 25Q: 3 clusters Score -259588.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -259592.718750 Penalty: 2519.369385
	Iteration 26Q: 3 clusters Score -259592.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -259599.218750 Penalty: 2519.369385
	Iteration 27Q: 3 clusters Score -259599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -259604.812500 Penalty: 2519.369385
	Iteration 28Q: 3 clusters Score -259604.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -259610.046875 Penalty: 2519.369385
	Iteration 29Q: 3 clusters Score -259610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -259616.812500 Penalty: 2519.369385
	Iteration 30Q: 3 clusters Score -259616.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -259623.578125 Penalty: 2519.369385
	Iteration 31Q: 3 clusters Score -259623.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -259628.984375 Penalty: 2519.369385
	Iteration 32Q: 3 clusters Score -259629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -259635.000000 Penalty: 2519.369385
	Iteration 33Q: 3 clusters Score -259635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -259639.109375 Penalty: 2519.369385
	Iteration 34Q: 3 clusters Score -259639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -259643.562500 Penalty: 2519.369385
	Iteration 35Q: 3 clusters Score -259643.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -259646.046875 Penalty: 2519.369385
	Iteration 36Q: 3 clusters Score -259646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -259650.218750 Penalty: 2519.369385
	Iteration 37Q: 3 clusters Score -259650.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -259653.515625 Penalty: 2519.369385
	Iteration 38Q: 3 clusters Score -259653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259655.625000 Penalty: 2519.369385
	Iteration 39Q: 3 clusters Score -259655.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -259660.109375 Penalty: 2519.369385
	Iteration 40F: 3 clusters Score -259660.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -259662.468750 Penalty: 2519.369385
	Iteration 41Q: 3 clusters Score -259662.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -259665.187500 Penalty: 2519.369385
	Iteration 42Q: 3 clusters Score -259665.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -259668.015625 Penalty: 2519.369385
	Iteration 43Q: 3 clusters Score -259668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259670.703125 Penalty: 2519.369385
	Iteration 44Q: 3 clusters Score -259670.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -259671.843750 Penalty: 2519.369385
	Iteration 45Q: 3 clusters Score -259671.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -259674.031250 Penalty: 2519.369385
	Iteration 46Q: 3 clusters Score -259674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -259675.156250 Penalty: 2519.369385
	Iteration 47Q: 3 clusters Score -259675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -259677.187500 Penalty: 2519.369385
	Iteration 48Q: 3 clusters Score -259677.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -259679.359375 Penalty: 2519.369385
	Iteration 49Q: 3 clusters Score -259679.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -259682.312500 Penalty: 2519.369385
	Iteration 50Q: 3 clusters Score -259682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259686.187500 Penalty: 2519.369385
	Iteration 51Q: 3 clusters Score -259686.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259690.656250 Penalty: 2519.369385
	Iteration 52Q: 3 clusters Score -259690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -259693.203125 Penalty: 2519.369385
	Iteration 53Q: 3 clusters Score -259693.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -259695.171875 Penalty: 2519.369385
	Iteration 54Q: 3 clusters Score -259695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -259697.640625 Penalty: 2519.369385
	Iteration 55Q: 3 clusters Score -259697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -259701.640625 Penalty: 2519.369385
	Iteration 56Q: 3 clusters Score -259701.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -259707.468750 Penalty: 2519.369385
	Iteration 57Q: 3 clusters Score -259707.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -259714.093750 Penalty: 2519.369385
	Iteration 58Q: 3 clusters Score -259714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -259718.750000 Penalty: 2519.369385
	Iteration 59Q: 3 clusters Score -259718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -259724.406250 Penalty: 2519.369385
	Iteration 60F: 3 clusters Score -259724.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -259729.937500 Penalty: 2519.369385
	Iteration 61Q: 3 clusters Score -259729.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -259733.906250 Penalty: 2519.369385
	Iteration 62Q: 3 clusters Score -259733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -259734.578125 Penalty: 2519.369385
	Iteration 63Q: 3 clusters Score -259734.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -259735.781250 Penalty: 2519.369385
	Iteration 64Q: 3 clusters Score -259735.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -259736.562500 Penalty: 2519.369385
	Iteration 65Q: 3 clusters Score -259736.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -259736.718750 Penalty: 2519.369385
	Iteration 66Q: 3 clusters Score -259736.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -259736.718750 Penalty: 2519.369385
	Iteration 67F: 3 clusters Score -259736.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -62741.656250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -62741.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -61761.285156 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -61761.29 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61888.871094 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -61888.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -61928.007812 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -61928.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -61940.890625 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -61940.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -61945.855469 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -61945.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61948.746094 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -61948.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61948.746094 Penalty: 1930.555664
	Iteration 6F: 3 clusters Score -61948.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -381435.937500 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -381435.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -378512.218750 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -378512.2 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -379261.625000 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -379261.6 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -379382.562500 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -379382.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -379460.000000 Penalty: 2636.474121
	Iteration 3Q: 3 clusters Score -379460 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -379508.781250 Penalty: 2636.474121
	Iteration 4Q: 3 clusters Score -379508.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -379544.812500 Penalty: 2636.474121
	Iteration 5Q: 3 clusters Score -379544.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -379578.031250 Penalty: 2636.474121
	Iteration 6Q: 3 clusters Score -379578 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -379603.562500 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -379603.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -379626.375000 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -379626.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -379644.781250 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -379644.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -379662.250000 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -379662.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -379677.187500 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -379677.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -379688.562500 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -379688.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -379700.125000 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -379700.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -379721.000000 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -379721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -379745.343750 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -379745.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -379770.812500 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -379770.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -379805.000000 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -379805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -379835.156250 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -379835.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -379858.062500 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -379858.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -379874.406250 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -379874.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -379895.187500 Penalty: 2636.474121
	Iteration 21Q: 3 clusters Score -379895.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -379916.656250 Penalty: 2636.474121
	Iteration 22Q: 3 clusters Score -379916.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -379934.468750 Penalty: 2636.474121
	Iteration 23Q: 3 clusters Score -379934.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -379961.031250 Penalty: 2636.474121
	Iteration 24Q: 3 clusters Score -379961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -379986.406250 Penalty: 2636.474121
	Iteration 25Q: 3 clusters Score -379986.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -380018.968750 Penalty: 2636.474121
	Iteration 26Q: 3 clusters Score -380019 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -380050.968750 Penalty: 2636.474121
	Iteration 27Q: 3 clusters Score -380051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -380088.093750 Penalty: 2636.474121
	Iteration 28Q: 3 clusters Score -380088.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -380139.968750 Penalty: 2636.474121
	Iteration 29Q: 3 clusters Score -380140 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -380201.562500 Penalty: 2636.474121
	Iteration 30Q: 3 clusters Score -380201.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -380244.875000 Penalty: 2636.474121
	Iteration 31Q: 3 clusters Score -380244.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -380276.250000 Penalty: 2636.474121
	Iteration 32Q: 3 clusters Score -380276.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -380303.687500 Penalty: 2636.474121
	Iteration 33Q: 3 clusters Score -380303.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -380319.875000 Penalty: 2636.474121
	Iteration 34Q: 3 clusters Score -380319.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -380331.750000 Penalty: 2636.474121
	Iteration 35Q: 3 clusters Score -380331.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -380340.125000 Penalty: 2636.474121
	Iteration 36Q: 3 clusters Score -380340.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -380347.187500 Penalty: 2636.474121
	Iteration 37Q: 3 clusters Score -380347.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -380352.093750 Penalty: 2636.474121
	Iteration 38Q: 3 clusters Score -380352.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -380358.312500 Penalty: 2636.474121
	Iteration 39Q: 3 clusters Score -380358.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -380359.968750 Penalty: 2636.474121
	Iteration 40F: 3 clusters Score -380360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -380361.781250 Penalty: 2636.474121
	Iteration 41Q: 3 clusters Score -380361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -380363.375000 Penalty: 2636.474121
	Iteration 42Q: 3 clusters Score -380363.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -380364.812500 Penalty: 2636.474121
	Iteration 43Q: 3 clusters Score -380364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -380364.625000 Penalty: 2636.474121
	Iteration 44Q: 3 clusters Score -380364.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -380365.968750 Penalty: 2636.474121
	Iteration 45Q: 3 clusters Score -380366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -380367.750000 Penalty: 2636.474121
	Iteration 46Q: 3 clusters Score -380367.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -380368.312500 Penalty: 2636.474121
	Iteration 47Q: 3 clusters Score -380368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -380368.093750 Penalty: 2636.474121
	Iteration 48Q: 3 clusters Score -380368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -380368.093750 Penalty: 2636.474121
	Iteration 49F: 3 clusters Score -380368.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5358 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4661 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2049 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 89545 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43706 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5049 members 
Mstep: Class 29 contains 26689 members 
Mstep: Class 30 contains 4055 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3614 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138504.000000 Penalty: 85269.406250
Iteration 119Q: 42 clusters Score -4.01385e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5361 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 11911 members 
Mstep: Class 10 contains 3632 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16477 members 
Mstep: Class 23 contains 89542 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 43708 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5055 members 
Mstep: Class 29 contains 26685 members 
Mstep: Class 30 contains 4058 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3617 members 
Mstep: Class 33 contains 6658 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138524.000000 Penalty: 85269.406250
Iteration 120F: 42 clusters Score -4.013852e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5363 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1477 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 11912 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 21524 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2053 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16478 members 
Mstep: Class 23 contains 89540 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 43709 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5066 members 
Mstep: Class 29 contains 26679 members 
Mstep: Class 30 contains 4060 members 
Mstep: Class 31 contains 538 members 
Mstep: Class 32 contains 3622 members 
Mstep: Class 33 contains 6658 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138548.000000 Penalty: 85269.406250
Iteration 121Q: 42 clusters Score -4.013855e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5367 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2528 members 
Mstep: Class 9 contains 11916 members 
Mstep: Class 10 contains 3597 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2054 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16475 members 
Mstep: Class 23 contains 89539 members 
Mstep: Class 24 contains 6672 members 
Mstep: Class 25 contains 43706 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5084 members 
Mstep: Class 29 contains 26677 members 
Mstep: Class 30 contains 4062 members 
Mstep: Class 31 contains 537 members 
Mstep: Class 32 contains 3625 members 
Mstep: Class 33 contains 6656 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138524.000000 Penalty: 85269.406250
Iteration 122Q: 42 clusters Score -4.013852e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5369 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 11916 members 
Mstep: Class 10 contains 3578 members 
Mstep: Class 11 contains 21523 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 4652 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2051 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1865 members 
Mstep: Class 22 contains 16469 members 
Mstep: Class 23 contains 89540 members 
Mstep: Class 24 contains 6673 members 
Mstep: Class 25 contains 43705 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5112 members 
Mstep: Class 29 contains 26672 members 
Mstep: Class 30 contains 4067 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3630 members 
Mstep: Class 33 contains 6657 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138600.000000 Penalty: 85269.406250
Iteration 123Q: 42 clusters Score -4.01386e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1826 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5373 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10120 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 11918 members 
Mstep: Class 10 contains 3562 members 
Mstep: Class 11 contains 21520 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7614 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 1516 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1866 members 
Mstep: Class 22 contains 16466 members 
Mstep: Class 23 contains 89537 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43705 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5138 members 
Mstep: Class 29 contains 26665 members 
Mstep: Class 30 contains 4067 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3633 members 
Mstep: Class 33 contains 6657 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138624.000000 Penalty: 85269.406250
Iteration 124Q: 42 clusters Score -4.013862e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5376 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 11922 members 
Mstep: Class 10 contains 3545 members 
Mstep: Class 11 contains 21520 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1867 members 
Mstep: Class 22 contains 16462 members 
Mstep: Class 23 contains 89537 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 43704 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5165 members 
Mstep: Class 29 contains 26655 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3636 members 
Mstep: Class 33 contains 6657 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5490 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138616.000000 Penalty: 85269.406250
Iteration 125Q: 42 clusters Score -4.013862e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5378 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 11925 members 
Mstep: Class 10 contains 3526 members 
Mstep: Class 11 contains 21521 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2041 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 16458 members 
Mstep: Class 23 contains 89536 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 43704 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5184 members 
Mstep: Class 29 contains 26648 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3646 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 1750 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138680.000000 Penalty: 85269.406250
Iteration 126Q: 42 clusters Score -4.013868e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 11927 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 11 contains 21520 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2037 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 16452 members 
Mstep: Class 23 contains 89535 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43705 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5201 members 
Mstep: Class 29 contains 26643 members 
Mstep: Class 30 contains 4069 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3653 members 
Mstep: Class 33 contains 6650 members 
Mstep: Class 34 contains 1749 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2326 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138748.000000 Penalty: 85269.406250
Iteration 127Q: 42 clusters Score -4.013875e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11930 members 
Mstep: Class 10 contains 3503 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4647 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 16443 members 
Mstep: Class 23 contains 89536 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43704 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5221 members 
Mstep: Class 29 contains 26638 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3659 members 
Mstep: Class 33 contains 6649 members 
Mstep: Class 34 contains 1748 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5728 members 
Mstep: Class 39 contains 2327 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138820.000000 Penalty: 85269.406250
Iteration 128Q: 42 clusters Score -4.013882e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5381 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11934 members 
Mstep: Class 10 contains 3489 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13607 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 16439 members 
Mstep: Class 23 contains 89535 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 43701 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5239 members 
Mstep: Class 29 contains 26633 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3668 members 
Mstep: Class 33 contains 6645 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5729 members 
Mstep: Class 39 contains 2329 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138848.000000 Penalty: 85269.406250
Iteration 129Q: 42 clusters Score -4.013885e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5383 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11937 members 
Mstep: Class 10 contains 3475 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13608 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1868 members 
Mstep: Class 22 contains 16432 members 
Mstep: Class 23 contains 89535 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43700 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5258 members 
Mstep: Class 29 contains 26622 members 
Mstep: Class 30 contains 4071 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3682 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5730 members 
Mstep: Class 39 contains 2329 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138840.000000 Penalty: 85269.406250
Iteration 130Q: 42 clusters Score -4.013884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11941 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2036 members 
Mstep: Class 19 contains 1512 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1869 members 
Mstep: Class 22 contains 16427 members 
Mstep: Class 23 contains 89535 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 43700 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5271 members 
Mstep: Class 29 contains 26616 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3698 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1746 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5731 members 
Mstep: Class 39 contains 2328 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138816.000000 Penalty: 85269.406250
Iteration 131Q: 42 clusters Score -4.013882e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5385 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11942 members 
Mstep: Class 10 contains 3437 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2035 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1870 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 89538 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43699 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5285 members 
Mstep: Class 29 contains 26611 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3714 members 
Mstep: Class 33 contains 6640 members 
Mstep: Class 34 contains 1745 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5732 members 
Mstep: Class 39 contains 2328 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138788.000000 Penalty: 85269.406250
Iteration 132Q: 42 clusters Score -4.013879e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11943 members 
Mstep: Class 10 contains 3412 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2031 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1871 members 
Mstep: Class 22 contains 16419 members 
Mstep: Class 23 contains 89540 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 43700 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5298 members 
Mstep: Class 29 contains 26604 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3736 members 
Mstep: Class 33 contains 6640 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5491 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5733 members 
Mstep: Class 39 contains 2328 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138856.000000 Penalty: 85269.406250
Iteration 133Q: 42 clusters Score -4.013886e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 6393 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11945 members 
Mstep: Class 10 contains 3386 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 13611 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2029 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16415 members 
Mstep: Class 23 contains 89542 members 
Mstep: Class 24 contains 6674 members 
Mstep: Class 25 contains 43697 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5306 members 
Mstep: Class 29 contains 26602 members 
Mstep: Class 30 contains 4069 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3762 members 
Mstep: Class 33 contains 6638 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5492 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5733 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138828.000000 Penalty: 85269.406250
Iteration 134Q: 42 clusters Score -4.013883e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5386 members 
Mstep: Class 5 contains 6392 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11946 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16414 members 
Mstep: Class 23 contains 89543 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43696 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5321 members 
Mstep: Class 29 contains 26598 members 
Mstep: Class 30 contains 4072 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3779 members 
Mstep: Class 33 contains 6638 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5493 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5733 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138908.000000 Penalty: 85269.406250
Iteration 135Q: 42 clusters Score -4.013891e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11950 members 
Mstep: Class 10 contains 3335 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2028 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16412 members 
Mstep: Class 23 contains 89544 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43696 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5334 members 
Mstep: Class 29 contains 26593 members 
Mstep: Class 30 contains 4070 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3799 members 
Mstep: Class 33 contains 6638 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5494 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5733 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138868.000000 Penalty: 85269.406250
Iteration 136Q: 42 clusters Score -4.013887e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5387 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11952 members 
Mstep: Class 10 contains 3310 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2024 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16411 members 
Mstep: Class 23 contains 89542 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 43695 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5336 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 4073 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3827 members 
Mstep: Class 33 contains 6636 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5495 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5734 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138824.000000 Penalty: 85269.406250
Iteration 137Q: 42 clusters Score -4.013882e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5388 members 
Mstep: Class 5 contains 6396 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11955 members 
Mstep: Class 10 contains 3275 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13610 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2650 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2021 members 
Mstep: Class 19 contains 1503 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16410 members 
Mstep: Class 23 contains 89543 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43693 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5346 members 
Mstep: Class 29 contains 26583 members 
Mstep: Class 30 contains 4077 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3857 members 
Mstep: Class 33 contains 6636 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5495 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5735 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138852.000000 Penalty: 85269.406250
Iteration 138Q: 42 clusters Score -4.013885e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11957 members 
Mstep: Class 10 contains 3244 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13609 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 4633 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 1501 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16408 members 
Mstep: Class 23 contains 89544 members 
Mstep: Class 24 contains 6679 members 
Mstep: Class 25 contains 43691 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5355 members 
Mstep: Class 29 contains 26578 members 
Mstep: Class 30 contains 4076 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3881 members 
Mstep: Class 33 contains 6637 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5495 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138888.000000 Penalty: 85269.406250
Iteration 139Q: 42 clusters Score -4.013889e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11959 members 
Mstep: Class 10 contains 3210 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2020 members 
Mstep: Class 19 contains 1499 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16407 members 
Mstep: Class 23 contains 89545 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 43689 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5366 members 
Mstep: Class 29 contains 26572 members 
Mstep: Class 30 contains 4078 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3911 members 
Mstep: Class 33 contains 6633 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5496 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138892.000000 Penalty: 85269.406250
Iteration 140F: 42 clusters Score -4.013889e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5389 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11959 members 
Mstep: Class 10 contains 3172 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 13613 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2019 members 
Mstep: Class 19 contains 1498 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16405 members 
Mstep: Class 23 contains 89546 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 43685 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5375 members 
Mstep: Class 29 contains 26570 members 
Mstep: Class 30 contains 4080 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3945 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5496 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40138884.000000 Penalty: 85269.406250
Iteration 141Q: 42 clusters Score -4.013888e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5390 members 
Mstep: Class 5 contains 6394 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11958 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4631 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1497 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16402 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6680 members 
Mstep: Class 25 contains 43686 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5384 members 
Mstep: Class 29 contains 26568 members 
Mstep: Class 30 contains 4084 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 3980 members 
Mstep: Class 33 contains 6637 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5496 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139020.000000 Penalty: 85269.406250
Iteration 142Q: 42 clusters Score -4.013902e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 3061 members 
Mstep: Class 11 contains 21512 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1495 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16400 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6682 members 
Mstep: Class 25 contains 43683 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5391 members 
Mstep: Class 29 contains 26562 members 
Mstep: Class 30 contains 4096 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4037 members 
Mstep: Class 33 contains 6640 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5496 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139132.000000 Penalty: 85269.406250
Iteration 143Q: 42 clusters Score -4.013913e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5395 members 
Mstep: Class 5 contains 6395 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11960 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13612 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 4775 members 
Mstep: Class 16 contains 2648 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2010 members 
Mstep: Class 19 contains 1496 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16397 members 
Mstep: Class 23 contains 89546 members 
Mstep: Class 24 contains 6685 members 
Mstep: Class 25 contains 43676 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5398 members 
Mstep: Class 29 contains 26553 members 
Mstep: Class 30 contains 4105 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4106 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5497 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139276.000000 Penalty: 85269.406250
Iteration 144Q: 42 clusters Score -4.013928e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5396 members 
Mstep: Class 5 contains 6397 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 11962 members 
Mstep: Class 10 contains 2917 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13614 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 4774 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16394 members 
Mstep: Class 23 contains 89545 members 
Mstep: Class 24 contains 6687 members 
Mstep: Class 25 contains 43671 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5404 members 
Mstep: Class 29 contains 26552 members 
Mstep: Class 30 contains 4107 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4164 members 
Mstep: Class 33 contains 6643 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5497 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139360.000000 Penalty: 85269.406250
Iteration 145Q: 42 clusters Score -4.013936e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5398 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11962 members 
Mstep: Class 10 contains 2882 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 13615 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2646 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2007 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16391 members 
Mstep: Class 23 contains 89546 members 
Mstep: Class 24 contains 6688 members 
Mstep: Class 25 contains 43670 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5403 members 
Mstep: Class 29 contains 26552 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4191 members 
Mstep: Class 33 contains 6643 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5497 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139364.000000 Penalty: 85269.406250
Iteration 146Q: 42 clusters Score -4.013936e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5402 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13615 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2642 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16389 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 43673 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5411 members 
Mstep: Class 29 contains 26550 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4211 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5497 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139364.000000 Penalty: 85269.406250
Iteration 147Q: 42 clusters Score -4.013936e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1829 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2848 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13616 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16387 members 
Mstep: Class 23 contains 89549 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 43674 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5414 members 
Mstep: Class 29 contains 26548 members 
Mstep: Class 30 contains 4103 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4230 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5497 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139368.000000 Penalty: 85269.406250
Iteration 148Q: 42 clusters Score -4.013937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1828 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5405 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2837 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1492 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16386 members 
Mstep: Class 23 contains 89548 members 
Mstep: Class 24 contains 6692 members 
Mstep: Class 25 contains 43673 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5420 members 
Mstep: Class 29 contains 26545 members 
Mstep: Class 30 contains 4105 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4242 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139372.000000 Penalty: 85269.406250
Iteration 149Q: 42 clusters Score -4.013937e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 2827 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1490 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16381 members 
Mstep: Class 23 contains 89548 members 
Mstep: Class 24 contains 6692 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5429 members 
Mstep: Class 29 contains 26543 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4245 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139372.000000 Penalty: 85269.406250
Iteration 150Q: 42 clusters Score -4.013937e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 2821 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1486 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16375 members 
Mstep: Class 23 contains 89548 members 
Mstep: Class 24 contains 6691 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5439 members 
Mstep: Class 29 contains 26541 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4250 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139400.000000 Penalty: 85269.406250
Iteration 151Q: 42 clusters Score -4.01394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16369 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6690 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5453 members 
Mstep: Class 29 contains 26537 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4260 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139364.000000 Penalty: 85269.406250
Iteration 152Q: 42 clusters Score -4.013936e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2816 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1482 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16361 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6687 members 
Mstep: Class 25 contains 43678 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5462 members 
Mstep: Class 29 contains 26535 members 
Mstep: Class 30 contains 4110 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4267 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139344.000000 Penalty: 85269.406250
Iteration 153Q: 42 clusters Score -4.013934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10117 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 4776 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16354 members 
Mstep: Class 23 contains 89549 members 
Mstep: Class 24 contains 6684 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5469 members 
Mstep: Class 29 contains 26536 members 
Mstep: Class 30 contains 4110 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4273 members 
Mstep: Class 33 contains 6642 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139352.000000 Penalty: 85269.406250
Iteration 154Q: 42 clusters Score -4.013935e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10118 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16351 members 
Mstep: Class 23 contains 89548 members 
Mstep: Class 24 contains 6682 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5471 members 
Mstep: Class 29 contains 26536 members 
Mstep: Class 30 contains 4108 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4276 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139388.000000 Penalty: 85269.406250
Iteration 155Q: 42 clusters Score -4.013939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16348 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6679 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5475 members 
Mstep: Class 29 contains 26535 members 
Mstep: Class 30 contains 4110 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139372.000000 Penalty: 85269.406250
Iteration 156Q: 42 clusters Score -4.013937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7612 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16345 members 
Mstep: Class 23 contains 89547 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5479 members 
Mstep: Class 29 contains 26534 members 
Mstep: Class 30 contains 4110 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139380.000000 Penalty: 85269.406250
Iteration 157Q: 42 clusters Score -4.013938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21517 members 
Mstep: Class 12 contains 13618 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4777 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16341 members 
Mstep: Class 23 contains 89548 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5481 members 
Mstep: Class 29 contains 26534 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40139388.000000 Penalty: 85269.406250
Iteration 158Q: 42 clusters Score -4.013939e+07 nChanged 11
Entering ConstructFrom: 
Score: -40139388.000000 Penalty: 85269.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Entering Unmasked Estep 
Score: -858027.375000 Penalty: 1452.618042
	Iteration 0F: 2 clusters Score -858027.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -852406.312500 Penalty: 2905.236084
	Iteration 0F: 3 clusters Score -852406.3 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -854230.562500 Penalty: 2905.236084
	Iteration 1F: 3 clusters Score -854230.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -854493.812500 Penalty: 2905.236084
	Iteration 2F: 3 clusters Score -854493.8 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -854758.812500 Penalty: 2905.236084
	Iteration 3F: 3 clusters Score -854758.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -855053.937500 Penalty: 2905.236084
	Iteration 4F: 3 clusters Score -855053.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -855383.062500 Penalty: 2905.236084
	Iteration 5F: 3 clusters Score -855383.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -855705.375000 Penalty: 2905.236084
	Iteration 6F: 3 clusters Score -855705.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -855972.062500 Penalty: 2905.236084
	Iteration 7F: 3 clusters Score -855972.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -856184.437500 Penalty: 2905.236084
	Iteration 8Q: 3 clusters Score -856184.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -856330.375000 Penalty: 2905.236084
	Iteration 9Q: 3 clusters Score -856330.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -856451.875000 Penalty: 2905.236084
	Iteration 10Q: 3 clusters Score -856451.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -856563.750000 Penalty: 2905.236084
	Iteration 11Q: 3 clusters Score -856563.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -856646.000000 Penalty: 2905.236084
	Iteration 12Q: 3 clusters Score -856646 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -856706.750000 Penalty: 2905.236084
	Iteration 13Q: 3 clusters Score -856706.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -856751.625000 Penalty: 2905.236084
	Iteration 14Q: 3 clusters Score -856751.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -856787.687500 Penalty: 2905.236084
	Iteration 15Q: 3 clusters Score -856787.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -856811.000000 Penalty: 2905.236084
	Iteration 16Q: 3 clusters Score -856811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -856828.937500 Penalty: 2905.236084
	Iteration 17Q: 3 clusters Score -856828.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -856849.750000 Penalty: 2905.236084
	Iteration 18Q: 3 clusters Score -856849.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -856880.562500 Penalty: 2905.236084
	Iteration 19Q: 3 clusters Score -856880.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -856915.375000 Penalty: 2905.236084
	Iteration 20F: 3 clusters Score -856915.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -856949.687500 Penalty: 2905.236084
	Iteration 21Q: 3 clusters Score -856949.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -856980.875000 Penalty: 2905.236084
	Iteration 22Q: 3 clusters Score -856980.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -857010.375000 Penalty: 2905.236084
	Iteration 23Q: 3 clusters Score -857010.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -857032.562500 Penalty: 2905.236084
	Iteration 24Q: 3 clusters Score -857032.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -857051.375000 Penalty: 2905.236084
	Iteration 25Q: 3 clusters Score -857051.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -857065.500000 Penalty: 2905.236084
	Iteration 26Q: 3 clusters Score -857065.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -857082.187500 Penalty: 2905.236084
	Iteration 27Q: 3 clusters Score -857082.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -857103.125000 Penalty: 2905.236084
	Iteration 28Q: 3 clusters Score -857103.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -857118.375000 Penalty: 2905.236084
	Iteration 29Q: 3 clusters Score -857118.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -857136.875000 Penalty: 2905.236084
	Iteration 30Q: 3 clusters Score -857136.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -857156.875000 Penalty: 2905.236084
	Iteration 31Q: 3 clusters Score -857156.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -857172.125000 Penalty: 2905.236084
	Iteration 32Q: 3 clusters Score -857172.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -857182.187500 Penalty: 2905.236084
	Iteration 33Q: 3 clusters Score -857182.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -857190.562500 Penalty: 2905.236084
	Iteration 34Q: 3 clusters Score -857190.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -857194.812500 Penalty: 2905.236084
	Iteration 35Q: 3 clusters Score -857194.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -857200.000000 Penalty: 2905.236084
	Iteration 36Q: 3 clusters Score -857200 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -857205.250000 Penalty: 2905.236084
	Iteration 37Q: 3 clusters Score -857205.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -857210.500000 Penalty: 2905.236084
	Iteration 38Q: 3 clusters Score -857210.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -857220.375000 Penalty: 2905.236084
	Iteration 39Q: 3 clusters Score -857220.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -857224.625000 Penalty: 2905.236084
	Iteration 40F: 3 clusters Score -857224.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -857233.750000 Penalty: 2905.236084
	Iteration 41Q: 3 clusters Score -857233.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -857240.812500 Penalty: 2905.236084
	Iteration 42Q: 3 clusters Score -857240.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -857248.937500 Penalty: 2905.236084
	Iteration 43Q: 3 clusters Score -857248.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -857258.937500 Penalty: 2905.236084
	Iteration 44Q: 3 clusters Score -857258.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -857267.750000 Penalty: 2905.236084
	Iteration 45Q: 3 clusters Score -857267.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -857272.437500 Penalty: 2905.236084
	Iteration 46Q: 3 clusters Score -857272.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -857279.500000 Penalty: 2905.236084
	Iteration 47Q: 3 clusters Score -857279.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -857284.875000 Penalty: 2905.236084
	Iteration 48Q: 3 clusters Score -857284.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -857287.500000 Penalty: 2905.236084
	Iteration 49Q: 3 clusters Score -857287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -857291.312500 Penalty: 2905.236084
	Iteration 50Q: 3 clusters Score -857291.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -857296.750000 Penalty: 2905.236084
	Iteration 51Q: 3 clusters Score -857296.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -857300.625000 Penalty: 2905.236084
	Iteration 52Q: 3 clusters Score -857300.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -857309.375000 Penalty: 2905.236084
	Iteration 53Q: 3 clusters Score -857309.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -857315.187500 Penalty: 2905.236084
	Iteration 54Q: 3 clusters Score -857315.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -857319.312500 Penalty: 2905.236084
	Iteration 55Q: 3 clusters Score -857319.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -857326.250000 Penalty: 2905.236084
	Iteration 56Q: 3 clusters Score -857326.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -857333.062500 Penalty: 2905.236084
	Iteration 57Q: 3 clusters Score -857333.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -857347.562500 Penalty: 2905.236084
	Iteration 58Q: 3 clusters Score -857347.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -857360.062500 Penalty: 2905.236084
	Iteration 59Q: 3 clusters Score -857360.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -857376.187500 Penalty: 2905.236084
	Iteration 60F: 3 clusters Score -857376.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -857389.875000 Penalty: 2905.236084
	Iteration 61Q: 3 clusters Score -857389.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -857407.687500 Penalty: 2905.236084
	Iteration 62Q: 3 clusters Score -857407.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -857429.687500 Penalty: 2905.236084
	Iteration 63Q: 3 clusters Score -857429.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -857456.437500 Penalty: 2905.236084
	Iteration 64Q: 3 clusters Score -857456.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -857482.750000 Penalty: 2905.236084
	Iteration 65Q: 3 clusters Score -857482.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -857499.875000 Penalty: 2905.236084
	Iteration 66Q: 3 clusters Score -857499.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -857514.062500 Penalty: 2905.236084
	Iteration 67Q: 3 clusters Score -857514.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -857521.625000 Penalty: 2905.236084
	Iteration 68Q: 3 clusters Score -857521.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -857527.937500 Penalty: 2905.236084
	Iteration 69Q: 3 clusters Score -857527.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -857534.375000 Penalty: 2905.236084
	Iteration 70Q: 3 clusters Score -857534.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -857545.687500 Penalty: 2905.236084
	Iteration 71Q: 3 clusters Score -857545.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -857550.562500 Penalty: 2905.236084
	Iteration 72Q: 3 clusters Score -857550.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -857557.812500 Penalty: 2905.236084
	Iteration 73Q: 3 clusters Score -857557.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -857564.250000 Penalty: 2905.236084
	Iteration 74Q: 3 clusters Score -857564.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -857570.250000 Penalty: 2905.236084
	Iteration 75Q: 3 clusters Score -857570.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -857574.562500 Penalty: 2905.236084
	Iteration 76Q: 3 clusters Score -857574.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -857577.062500 Penalty: 2905.236084
	Iteration 77Q: 3 clusters Score -857577.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -857581.750000 Penalty: 2905.236084
	Iteration 78Q: 3 clusters Score -857581.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -857584.250000 Penalty: 2905.236084
	Iteration 79Q: 3 clusters Score -857584.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -857586.000000 Penalty: 2905.236084
	Iteration 80F: 3 clusters Score -857586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -857590.875000 Penalty: 2905.236084
	Iteration 81Q: 3 clusters Score -857590.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -857589.875000 Penalty: 2905.236084
	Iteration 82Q: 3 clusters Score -857589.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -857588.500000 Penalty: 2905.236084
	Iteration 83Q: 3 clusters Score -857588.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -857588.500000 Penalty: 2905.236084
	Iteration 84Q: 3 clusters Score -857588.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -857588.562500 Penalty: 2905.236084
	Iteration 85Q: 3 clusters Score -857588.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -857590.500000 Penalty: 2905.236084
	Iteration 86Q: 3 clusters Score -857590.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -857589.750000 Penalty: 2905.236084
	Iteration 87Q: 3 clusters Score -857589.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -857590.000000 Penalty: 2905.236084
	Iteration 88Q: 3 clusters Score -857590 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -857590.000000 Penalty: 2905.236084
	Iteration 89F: 3 clusters Score -857590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Entering Unmasked Estep 
Score: -211775.765625 Penalty: 1220.444946
	Iteration 0F: 2 clusters Score -211775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -209778.656250 Penalty: 2440.889893
	Iteration 0F: 3 clusters Score -209778.7 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210177.984375 Penalty: 2440.889893
	Iteration 1F: 3 clusters Score -210178 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -210286.765625 Penalty: 2440.889893
	Iteration 2F: 3 clusters Score -210286.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210344.140625 Penalty: 2440.889893
	Iteration 3Q: 3 clusters Score -210344.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210383.312500 Penalty: 2440.889893
	Iteration 4Q: 3 clusters Score -210383.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -210411.296875 Penalty: 2440.889893
	Iteration 5Q: 3 clusters Score -210411.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210442.187500 Penalty: 2440.889893
	Iteration 6Q: 3 clusters Score -210442.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -210458.718750 Penalty: 2440.889893
	Iteration 7Q: 3 clusters Score -210458.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210471.984375 Penalty: 2440.889893
	Iteration 8Q: 3 clusters Score -210472 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210480.625000 Penalty: 2440.889893
	Iteration 9Q: 3 clusters Score -210480.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -210488.843750 Penalty: 2440.889893
	Iteration 10Q: 3 clusters Score -210488.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -210494.125000 Penalty: 2440.889893
	Iteration 11Q: 3 clusters Score -210494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -210498.562500 Penalty: 2440.889893
	Iteration 12Q: 3 clusters Score -210498.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210501.265625 Penalty: 2440.889893
	Iteration 13Q: 3 clusters Score -210501.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210504.578125 Penalty: 2440.889893
	Iteration 14Q: 3 clusters Score -210504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -210506.203125 Penalty: 2440.889893
	Iteration 15Q: 3 clusters Score -210506.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210506.953125 Penalty: 2440.889893
	Iteration 16Q: 3 clusters Score -210507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210506.953125 Penalty: 2440.889893
	Iteration 17F: 3 clusters Score -210507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -96853.882812 Penalty: 1102.290283
	Iteration 0F: 2 clusters Score -96853.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -95546.289062 Penalty: 2204.580566
	Iteration 0F: 3 clusters Score -95546.29 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -95772.515625 Penalty: 2204.580566
	Iteration 1F: 3 clusters Score -95772.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95829.921875 Penalty: 2204.580566
	Iteration 2F: 3 clusters Score -95829.92 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -95878.625000 Penalty: 2204.580566
	Iteration 3Q: 3 clusters Score -95878.62 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -95910.859375 Penalty: 2204.580566
	Iteration 4Q: 3 clusters Score -95910.86 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -95933.578125 Penalty: 2204.580566
	Iteration 5Q: 3 clusters Score -95933.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95951.757812 Penalty: 2204.580566
	Iteration 6Q: 3 clusters Score -95951.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -95969.210938 Penalty: 2204.580566
	Iteration 7Q: 3 clusters Score -95969.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -95976.390625 Penalty: 2204.580566
	Iteration 8Q: 3 clusters Score -95976.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -95984.406250 Penalty: 2204.580566
	Iteration 9Q: 3 clusters Score -95984.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95986.679688 Penalty: 2204.580566
	Iteration 10Q: 3 clusters Score -95986.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -95989.335938 Penalty: 2204.580566
	Iteration 11Q: 3 clusters Score -95989.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -95992.851562 Penalty: 2204.580566
	Iteration 12Q: 3 clusters Score -95992.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95994.609375 Penalty: 2204.580566
	Iteration 13Q: 3 clusters Score -95994.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95999.437500 Penalty: 2204.580566
	Iteration 14Q: 3 clusters Score -95999.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96005.679688 Penalty: 2204.580566
	Iteration 15Q: 3 clusters Score -96005.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96009.304688 Penalty: 2204.580566
	Iteration 16Q: 3 clusters Score -96009.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -96012.351562 Penalty: 2204.580566
	Iteration 17Q: 3 clusters Score -96012.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -96013.390625 Penalty: 2204.580566
	Iteration 18Q: 3 clusters Score -96013.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -96013.390625 Penalty: 2204.580566
	Iteration 19F: 3 clusters Score -96013.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Entering Unmasked Estep 
Score: -606016.750000 Penalty: 1396.730469
	Iteration 0F: 2 clusters Score -606016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -601766.687500 Penalty: 2793.460938
	Iteration 0F: 3 clusters Score -601766.7 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -603033.250000 Penalty: 2793.460938
	Iteration 1F: 3 clusters Score -603033.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -603253.812500 Penalty: 2793.460938
	Iteration 2F: 3 clusters Score -603253.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -603432.687500 Penalty: 2793.460938
	Iteration 3F: 3 clusters Score -603432.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -603581.375000 Penalty: 2793.460938
	Iteration 4Q: 3 clusters Score -603581.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -603697.687500 Penalty: 2793.460938
	Iteration 5Q: 3 clusters Score -603697.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -603822.250000 Penalty: 2793.460938
	Iteration 6Q: 3 clusters Score -603822.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -603930.625000 Penalty: 2793.460938
	Iteration 7Q: 3 clusters Score -603930.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -604047.562500 Penalty: 2793.460938
	Iteration 8Q: 3 clusters Score -604047.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -604181.750000 Penalty: 2793.460938
	Iteration 9Q: 3 clusters Score -604181.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -604338.250000 Penalty: 2793.460938
	Iteration 10Q: 3 clusters Score -604338.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -604518.125000 Penalty: 2793.460938
	Iteration 11Q: 3 clusters Score -604518.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -604701.937500 Penalty: 2793.460938
	Iteration 12Q: 3 clusters Score -604701.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -604897.125000 Penalty: 2793.460938
	Iteration 13Q: 3 clusters Score -604897.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -605043.312500 Penalty: 2793.460938
	Iteration 14Q: 3 clusters Score -605043.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -605132.312500 Penalty: 2793.460938
	Iteration 15Q: 3 clusters Score -605132.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -605181.312500 Penalty: 2793.460938
	Iteration 16Q: 3 clusters Score -605181.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -605229.687500 Penalty: 2793.460938
	Iteration 17Q: 3 clusters Score -605229.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -605265.812500 Penalty: 2793.460938
	Iteration 18Q: 3 clusters Score -605265.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -605293.062500 Penalty: 2793.460938
	Iteration 19Q: 3 clusters Score -605293.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -605310.000000 Penalty: 2793.460938
	Iteration 20F: 3 clusters Score -605310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -605322.125000 Penalty: 2793.460938
	Iteration 21Q: 3 clusters Score -605322.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -605334.750000 Penalty: 2793.460938
	Iteration 22Q: 3 clusters Score -605334.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -605344.187500 Penalty: 2793.460938
	Iteration 23Q: 3 clusters Score -605344.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -605355.312500 Penalty: 2793.460938
	Iteration 24Q: 3 clusters Score -605355.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -605364.250000 Penalty: 2793.460938
	Iteration 25Q: 3 clusters Score -605364.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -605373.000000 Penalty: 2793.460938
	Iteration 26Q: 3 clusters Score -605373 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -605378.375000 Penalty: 2793.460938
	Iteration 27Q: 3 clusters Score -605378.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -605382.687500 Penalty: 2793.460938
	Iteration 28Q: 3 clusters Score -605382.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -605389.312500 Penalty: 2793.460938
	Iteration 29Q: 3 clusters Score -605389.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -605392.000000 Penalty: 2793.460938
	Iteration 30Q: 3 clusters Score -605392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -605396.625000 Penalty: 2793.460938
	Iteration 31Q: 3 clusters Score -605396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -605398.875000 Penalty: 2793.460938
	Iteration 32Q: 3 clusters Score -605398.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -605404.375000 Penalty: 2793.460938
	Iteration 33Q: 3 clusters Score -605404.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -605405.750000 Penalty: 2793.460938
	Iteration 34Q: 3 clusters Score -605405.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -605408.625000 Penalty: 2793.460938
	Iteration 35Q: 3 clusters Score -605408.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -605410.937500 Penalty: 2793.460938
	Iteration 36Q: 3 clusters Score -605410.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -605412.250000 Penalty: 2793.460938
	Iteration 37Q: 3 clusters Score -605412.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -605414.875000 Penalty: 2793.460938
	Iteration 38Q: 3 clusters Score -605414.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -605418.875000 Penalty: 2793.460938
	Iteration 39Q: 3 clusters Score -605418.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -605422.687500 Penalty: 2793.460938
	Iteration 40F: 3 clusters Score -605422.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -605427.437500 Penalty: 2793.460938
	Iteration 41Q: 3 clusters Score -605427.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -605433.125000 Penalty: 2793.460938
	Iteration 42Q: 3 clusters Score -605433.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -605435.687500 Penalty: 2793.460938
	Iteration 43Q: 3 clusters Score -605435.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -605435.937500 Penalty: 2793.460938
	Iteration 44Q: 3 clusters Score -605435.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -605437.437500 Penalty: 2793.460938
	Iteration 45Q: 3 clusters Score -605437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -605438.062500 Penalty: 2793.460938
	Iteration 46Q: 3 clusters Score -605438.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -605438.062500 Penalty: 2793.460938
	Iteration 47F: 3 clusters Score -605438.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Entering Unmasked Estep 
Score: -750572.937500 Penalty: 1424.107788
	Iteration 0F: 2 clusters Score -750572.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -745703.500000 Penalty: 2848.215576
	Iteration 0F: 3 clusters Score -745703.5 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -747144.875000 Penalty: 2848.215576
	Iteration 1F: 3 clusters Score -747144.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -747391.250000 Penalty: 2848.215576
	Iteration 2F: 3 clusters Score -747391.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -747613.562500 Penalty: 2848.215576
	Iteration 3F: 3 clusters Score -747613.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -747877.750000 Penalty: 2848.215576
	Iteration 4F: 3 clusters Score -747877.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -748159.375000 Penalty: 2848.215576
	Iteration 5F: 3 clusters Score -748159.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -748425.875000 Penalty: 2848.215576
	Iteration 6F: 3 clusters Score -748425.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -748667.375000 Penalty: 2848.215576
	Iteration 7Q: 3 clusters Score -748667.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -748856.625000 Penalty: 2848.215576
	Iteration 8Q: 3 clusters Score -748856.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -749007.937500 Penalty: 2848.215576
	Iteration 9Q: 3 clusters Score -749007.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -749122.312500 Penalty: 2848.215576
	Iteration 10Q: 3 clusters Score -749122.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -749209.250000 Penalty: 2848.215576
	Iteration 11Q: 3 clusters Score -749209.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -749269.312500 Penalty: 2848.215576
	Iteration 12Q: 3 clusters Score -749269.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -749308.687500 Penalty: 2848.215576
	Iteration 13Q: 3 clusters Score -749308.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -749332.562500 Penalty: 2848.215576
	Iteration 14Q: 3 clusters Score -749332.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -749350.125000 Penalty: 2848.215576
	Iteration 15Q: 3 clusters Score -749350.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -749362.437500 Penalty: 2848.215576
	Iteration 16Q: 3 clusters Score -749362.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -749375.062500 Penalty: 2848.215576
	Iteration 17Q: 3 clusters Score -749375.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -749384.250000 Penalty: 2848.215576
	Iteration 18Q: 3 clusters Score -749384.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -749396.125000 Penalty: 2848.215576
	Iteration 19Q: 3 clusters Score -749396.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -749401.187500 Penalty: 2848.215576
	Iteration 20F: 3 clusters Score -749401.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -749406.375000 Penalty: 2848.215576
	Iteration 21Q: 3 clusters Score -749406.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -749407.937500 Penalty: 2848.215576
	Iteration 22Q: 3 clusters Score -749407.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -749410.000000 Penalty: 2848.215576
	Iteration 23Q: 3 clusters Score -749410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -749411.437500 Penalty: 2848.215576
	Iteration 24Q: 3 clusters Score -749411.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -749410.875000 Penalty: 2848.215576
	Iteration 25Q: 3 clusters Score -749410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -749414.562500 Penalty: 2848.215576
	Iteration 26Q: 3 clusters Score -749414.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -749414.812500 Penalty: 2848.215576
	Iteration 27Q: 3 clusters Score -749414.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -749416.187500 Penalty: 2848.215576
	Iteration 28Q: 3 clusters Score -749416.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -749419.562500 Penalty: 2848.215576
	Iteration 29Q: 3 clusters Score -749419.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -749426.687500 Penalty: 2848.215576
	Iteration 30Q: 3 clusters Score -749426.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -749428.687500 Penalty: 2848.215576
	Iteration 31Q: 3 clusters Score -749428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -749430.687500 Penalty: 2848.215576
	Iteration 32Q: 3 clusters Score -749430.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -749432.062500 Penalty: 2848.215576
	Iteration 33Q: 3 clusters Score -749432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -749433.125000 Penalty: 2848.215576
	Iteration 34Q: 3 clusters Score -749433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -749435.250000 Penalty: 2848.215576
	Iteration 35Q: 3 clusters Score -749435.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -749435.250000 Penalty: 2848.215576
	Iteration 36F: 3 clusters Score -749435.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (10119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Entering Unmasked Estep 
Score: -1139704.500000 Penalty: 1498.602661
	Iteration 0F: 2 clusters Score -1139704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1132457.125000 Penalty: 2997.205322
	Iteration 0F: 3 clusters Score -1132457 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1134973.250000 Penalty: 2997.205322
	Iteration 1F: 3 clusters Score -1134973 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1135743.625000 Penalty: 2997.205322
	Iteration 2F: 3 clusters Score -1135744 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1136672.000000 Penalty: 2997.205322
	Iteration 3F: 3 clusters Score -1136672 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1137469.625000 Penalty: 2997.205322
	Iteration 4F: 3 clusters Score -1137470 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1138086.375000 Penalty: 2997.205322
	Iteration 5F: 3 clusters Score -1138086 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1138552.125000 Penalty: 2997.205322
	Iteration 6F: 3 clusters Score -1138552 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1138880.125000 Penalty: 2997.205322
	Iteration 7Q: 3 clusters Score -1138880 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1139088.750000 Penalty: 2997.205322
	Iteration 8Q: 3 clusters Score -1139089 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1139223.375000 Penalty: 2997.205322
	Iteration 9Q: 3 clusters Score -1139223 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1139311.500000 Penalty: 2997.205322
	Iteration 10Q: 3 clusters Score -1139312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1139374.125000 Penalty: 2997.205322
	Iteration 11Q: 3 clusters Score -1139374 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1139419.750000 Penalty: 2997.205322
	Iteration 12Q: 3 clusters Score -1139420 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1139459.125000 Penalty: 2997.205322
	Iteration 13Q: 3 clusters Score -1139459 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1139498.625000 Penalty: 2997.205322
	Iteration 14Q: 3 clusters Score -1139499 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1139522.750000 Penalty: 2997.205322
	Iteration 15Q: 3 clusters Score -1139523 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1139543.875000 Penalty: 2997.205322
	Iteration 16Q: 3 clusters Score -1139544 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1139564.000000 Penalty: 2997.205322
	Iteration 17Q: 3 clusters Score -1139564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1139573.750000 Penalty: 2997.205322
	Iteration 18Q: 3 clusters Score -1139574 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1139581.125000 Penalty: 2997.205322
	Iteration 19Q: 3 clusters Score -1139581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -1139584.375000 Penalty: 2997.205322
	Iteration 20F: 3 clusters Score -1139584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1139588.250000 Penalty: 2997.205322
	Iteration 21Q: 3 clusters Score -1139588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1139591.000000 Penalty: 2997.205322
	Iteration 22Q: 3 clusters Score -1139591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1139596.000000 Penalty: 2997.205322
	Iteration 23Q: 3 clusters Score -1139596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1139594.625000 Penalty: 2997.205322
	Iteration 24Q: 3 clusters Score -1139595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1139597.000000 Penalty: 2997.205322
	Iteration 25Q: 3 clusters Score -1139597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1139597.875000 Penalty: 2997.205322
	Iteration 26Q: 3 clusters Score -1139598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1139597.000000 Penalty: 2997.205322
	Iteration 27Q: 3 clusters Score -1139597 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1139597.000000 Penalty: 2997.205322
	Iteration 28F: 3 clusters Score -1139597 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -161669.421875 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -161669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159904.281250 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -159904.3 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -160229.187500 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -160229.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -160327.890625 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -160327.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -160370.015625 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -160370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -160399.546875 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -160399.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -160417.921875 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -160417.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -160434.765625 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -160434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160455.234375 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -160455.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -160482.937500 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -160482.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -160496.703125 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -160496.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -160512.500000 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -160512.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -160527.218750 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -160527.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -160538.312500 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -160538.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -160549.812500 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -160549.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -160562.500000 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -160562.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -160571.812500 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -160571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -160573.625000 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -160573.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -160577.406250 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -160577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -160580.500000 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -160580.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -160586.468750 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -160586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -160589.031250 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -160589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -160592.109375 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -160592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -160596.125000 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -160596.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -160599.015625 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -160599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -160604.718750 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -160604.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160612.093750 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -160612.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -160623.484375 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -160623.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -160637.171875 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -160637.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160653.281250 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -160653.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -160668.218750 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -160668.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -160687.515625 Penalty: 2371.554688
	Iteration 30Q: 3 clusters Score -160687.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -160708.890625 Penalty: 2371.554688
	Iteration 31Q: 3 clusters Score -160708.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160724.437500 Penalty: 2371.554688
	Iteration 32Q: 3 clusters Score -160724.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -160745.203125 Penalty: 2371.554688
	Iteration 33Q: 3 clusters Score -160745.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -160773.328125 Penalty: 2371.554688
	Iteration 34Q: 3 clusters Score -160773.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -160806.390625 Penalty: 2371.554688
	Iteration 35Q: 3 clusters Score -160806.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -160848.375000 Penalty: 2371.554688
	Iteration 36Q: 3 clusters Score -160848.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -160890.812500 Penalty: 2371.554688
	Iteration 37Q: 3 clusters Score -160890.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -160948.281250 Penalty: 2371.554688
	Iteration 38Q: 3 clusters Score -160948.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -161007.234375 Penalty: 2371.554688
	Iteration 39Q: 3 clusters Score -161007.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -161053.875000 Penalty: 2371.554688
	Iteration 40F: 3 clusters Score -161053.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -161088.734375 Penalty: 2371.554688
	Iteration 41Q: 3 clusters Score -161088.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -161112.781250 Penalty: 2371.554688
	Iteration 42Q: 3 clusters Score -161112.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -161133.984375 Penalty: 2371.554688
	Iteration 43Q: 3 clusters Score -161134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -161148.875000 Penalty: 2371.554688
	Iteration 44Q: 3 clusters Score -161148.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -161157.734375 Penalty: 2371.554688
	Iteration 45Q: 3 clusters Score -161157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -161161.515625 Penalty: 2371.554688
	Iteration 46Q: 3 clusters Score -161161.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -161164.281250 Penalty: 2371.554688
	Iteration 47Q: 3 clusters Score -161164.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -161165.968750 Penalty: 2371.554688
	Iteration 48Q: 3 clusters Score -161166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -161166.890625 Penalty: 2371.554688
	Iteration 49Q: 3 clusters Score -161166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -161167.093750 Penalty: 2371.554688
	Iteration 50Q: 3 clusters Score -161167.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -161167.515625 Penalty: 2371.554688
	Iteration 51Q: 3 clusters Score -161167.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -161167.515625 Penalty: 2371.554688
	Iteration 52F: 3 clusters Score -161167.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -240708.609375 Penalty: 1272.831177
	Iteration 0F: 2 clusters Score -240708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -238284.906250 Penalty: 2545.662354
	Iteration 0F: 3 clusters Score -238284.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -239010.109375 Penalty: 2545.662354
	Iteration 1F: 3 clusters Score -239010.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -239399.609375 Penalty: 2545.662354
	Iteration 2F: 3 clusters Score -239399.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -239903.031250 Penalty: 2545.662354
	Iteration 3F: 3 clusters Score -239903 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -240397.781250 Penalty: 2545.662354
	Iteration 4F: 3 clusters Score -240397.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -240715.515625 Penalty: 2545.662354
	Iteration 5F: 3 clusters Score -240715.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -240902.546875 Penalty: 2545.662354
	Iteration 6F: 3 clusters Score -240902.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -240975.031250 Penalty: 2545.662354
	Iteration 7Q: 3 clusters Score -240975 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -241001.671875 Penalty: 2545.662354
	Iteration 8Q: 3 clusters Score -241001.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -241011.375000 Penalty: 2545.662354
	Iteration 9Q: 3 clusters Score -241011.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -241017.859375 Penalty: 2545.662354
	Iteration 10Q: 3 clusters Score -241017.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -241020.765625 Penalty: 2545.662354
	Iteration 11Q: 3 clusters Score -241020.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -241021.734375 Penalty: 2545.662354
	Iteration 12Q: 3 clusters Score -241021.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -241022.703125 Penalty: 2545.662354
	Iteration 13Q: 3 clusters Score -241022.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -241023.781250 Penalty: 2545.662354
	Iteration 14Q: 3 clusters Score -241023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -241024.203125 Penalty: 2545.662354
	Iteration 15Q: 3 clusters Score -241024.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -241024.515625 Penalty: 2545.662354
	Iteration 16Q: 3 clusters Score -241024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -241024.515625 Penalty: 2545.662354
	Iteration 17F: 3 clusters Score -241024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 1776 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16337 members 
Mstep: Class 23 contains 89552 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 26529 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 746 members 
Entering Unmasked Estep 
Score: -40138848.000000 Penalty: 87349.148438
Splitting cluster 8 changes total score from -40139388.000000 to -40138848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Entering Unmasked Estep 
Score: -1372573.625000 Penalty: 1525.819214
	Iteration 0F: 2 clusters Score -1372574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1364124.125000 Penalty: 3051.638428
	Iteration 0F: 3 clusters Score -1364124 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1366763.125000 Penalty: 3051.638428
	Iteration 1F: 3 clusters Score -1366763 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1366967.500000 Penalty: 3051.638428
	Iteration 2F: 3 clusters Score -1366968 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1367145.125000 Penalty: 3051.638428
	Iteration 3Q: 3 clusters Score -1367145 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1367352.500000 Penalty: 3051.638428
	Iteration 4Q: 3 clusters Score -1367352 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1367573.000000 Penalty: 3051.638428
	Iteration 5Q: 3 clusters Score -1367573 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1367830.500000 Penalty: 3051.638428
	Iteration 6Q: 3 clusters Score -1367830 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1368188.750000 Penalty: 3051.638428
	Iteration 7Q: 3 clusters Score -1368189 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1368738.750000 Penalty: 3051.638428
	Iteration 8F: 3 clusters Score -1368739 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1369421.875000 Penalty: 3051.638428
	Iteration 9F: 3 clusters Score -1369422 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1370175.875000 Penalty: 3051.638428
	Iteration 10F: 3 clusters Score -1370176 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1370763.625000 Penalty: 3051.638428
	Iteration 11F: 3 clusters Score -1370764 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -1371087.125000 Penalty: 3051.638428
	Iteration 12Q: 3 clusters Score -1371087 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1371233.250000 Penalty: 3051.638428
	Iteration 13Q: 3 clusters Score -1371233 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1371307.875000 Penalty: 3051.638428
	Iteration 14Q: 3 clusters Score -1371308 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1371383.625000 Penalty: 3051.638428
	Iteration 15Q: 3 clusters Score -1371384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -1371422.125000 Penalty: 3051.638428
	Iteration 16Q: 3 clusters Score -1371422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -1371442.625000 Penalty: 3051.638428
	Iteration 17Q: 3 clusters Score -1371443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1371457.750000 Penalty: 3051.638428
	Iteration 18Q: 3 clusters Score -1371458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1371464.500000 Penalty: 3051.638428
	Iteration 19Q: 3 clusters Score -1371464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1371471.250000 Penalty: 3051.638428
	Iteration 20F: 3 clusters Score -1371471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1371477.000000 Penalty: 3051.638428
	Iteration 21Q: 3 clusters Score -1371477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1371484.875000 Penalty: 3051.638428
	Iteration 22Q: 3 clusters Score -1371485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1371489.375000 Penalty: 3051.638428
	Iteration 23Q: 3 clusters Score -1371489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1371488.625000 Penalty: 3051.638428
	Iteration 24Q: 3 clusters Score -1371489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1371490.250000 Penalty: 3051.638428
	Iteration 25Q: 3 clusters Score -1371490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1371490.250000 Penalty: 3051.638428
	Iteration 26F: 3 clusters Score -1371490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -316732.531250 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -316732.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -314117.375000 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -314117.4 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -314735.437500 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -314735.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -314874.937500 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -314874.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -314965.468750 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -314965.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -315021.750000 Penalty: 2581.383301
	Iteration 4Q: 3 clusters Score -315021.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -315050.281250 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -315050.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -315066.250000 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -315066.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -315076.937500 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -315076.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -315088.687500 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -315088.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -315101.468750 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -315101.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -315113.562500 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -315113.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -315120.656250 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -315120.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -315127.062500 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -315127.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -315133.031250 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -315133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -315140.437500 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -315140.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -315147.718750 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -315147.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -315155.281250 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -315155.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -315162.187500 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -315162.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -315166.375000 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -315166.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -315173.406250 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -315173.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -315184.437500 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -315184.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -315195.500000 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -315195.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -315207.187500 Penalty: 2581.383301
	Iteration 22Q: 3 clusters Score -315207.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -315220.156250 Penalty: 2581.383301
	Iteration 23Q: 3 clusters Score -315220.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -315233.437500 Penalty: 2581.383301
	Iteration 24Q: 3 clusters Score -315233.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -315250.750000 Penalty: 2581.383301
	Iteration 25Q: 3 clusters Score -315250.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -315263.437500 Penalty: 2581.383301
	Iteration 26Q: 3 clusters Score -315263.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -315273.343750 Penalty: 2581.383301
	Iteration 27Q: 3 clusters Score -315273.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -315280.312500 Penalty: 2581.383301
	Iteration 28Q: 3 clusters Score -315280.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -315286.281250 Penalty: 2581.383301
	Iteration 29Q: 3 clusters Score -315286.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -315292.406250 Penalty: 2581.383301
	Iteration 30Q: 3 clusters Score -315292.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -315301.468750 Penalty: 2581.383301
	Iteration 31Q: 3 clusters Score -315301.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -315311.156250 Penalty: 2581.383301
	Iteration 32Q: 3 clusters Score -315311.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -315318.093750 Penalty: 2581.383301
	Iteration 33Q: 3 clusters Score -315318.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -315326.812500 Penalty: 2581.383301
	Iteration 34Q: 3 clusters Score -315326.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -315338.468750 Penalty: 2581.383301
	Iteration 35Q: 3 clusters Score -315338.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -315349.593750 Penalty: 2581.383301
	Iteration 36Q: 3 clusters Score -315349.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -315363.406250 Penalty: 2581.383301
	Iteration 37Q: 3 clusters Score -315363.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -315385.406250 Penalty: 2581.383301
	Iteration 38Q: 3 clusters Score -315385.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -315401.312500 Penalty: 2581.383301
	Iteration 39Q: 3 clusters Score -315401.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -315421.781250 Penalty: 2581.383301
	Iteration 40F: 3 clusters Score -315421.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -315438.218750 Penalty: 2581.383301
	Iteration 41Q: 3 clusters Score -315438.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -315451.093750 Penalty: 2581.383301
	Iteration 42Q: 3 clusters Score -315451.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -315470.187500 Penalty: 2581.383301
	Iteration 43Q: 3 clusters Score -315470.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -315482.312500 Penalty: 2581.383301
	Iteration 44Q: 3 clusters Score -315482.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -315496.843750 Penalty: 2581.383301
	Iteration 45Q: 3 clusters Score -315496.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -315508.406250 Penalty: 2581.383301
	Iteration 46Q: 3 clusters Score -315508.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -315520.500000 Penalty: 2581.383301
	Iteration 47Q: 3 clusters Score -315520.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -315529.531250 Penalty: 2581.383301
	Iteration 48Q: 3 clusters Score -315529.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -315537.625000 Penalty: 2581.383301
	Iteration 49Q: 3 clusters Score -315537.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -315545.781250 Penalty: 2581.383301
	Iteration 50Q: 3 clusters Score -315545.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -315554.156250 Penalty: 2581.383301
	Iteration 51Q: 3 clusters Score -315554.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -315562.781250 Penalty: 2581.383301
	Iteration 52Q: 3 clusters Score -315562.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -315572.125000 Penalty: 2581.383301
	Iteration 53Q: 3 clusters Score -315572.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -315580.812500 Penalty: 2581.383301
	Iteration 54Q: 3 clusters Score -315580.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -315587.968750 Penalty: 2581.383301
	Iteration 55Q: 3 clusters Score -315588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -315592.437500 Penalty: 2581.383301
	Iteration 56Q: 3 clusters Score -315592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -315595.968750 Penalty: 2581.383301
	Iteration 57Q: 3 clusters Score -315596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -315602.000000 Penalty: 2581.383301
	Iteration 58Q: 3 clusters Score -315602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -315613.093750 Penalty: 2581.383301
	Iteration 59Q: 3 clusters Score -315613.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -315620.562500 Penalty: 2581.383301
	Iteration 60F: 3 clusters Score -315620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -315624.812500 Penalty: 2581.383301
	Iteration 61Q: 3 clusters Score -315624.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -315626.812500 Penalty: 2581.383301
	Iteration 62Q: 3 clusters Score -315626.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -315630.406250 Penalty: 2581.383301
	Iteration 63Q: 3 clusters Score -315630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -315633.187500 Penalty: 2581.383301
	Iteration 64Q: 3 clusters Score -315633.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -315637.593750 Penalty: 2581.383301
	Iteration 65Q: 3 clusters Score -315637.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -315641.656250 Penalty: 2581.383301
	Iteration 66Q: 3 clusters Score -315641.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -315644.312500 Penalty: 2581.383301
	Iteration 67Q: 3 clusters Score -315644.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -315646.125000 Penalty: 2581.383301
	Iteration 68Q: 3 clusters Score -315646.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -315650.156250 Penalty: 2581.383301
	Iteration 69Q: 3 clusters Score -315650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -315653.437500 Penalty: 2581.383301
	Iteration 70Q: 3 clusters Score -315653.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -315656.375000 Penalty: 2581.383301
	Iteration 71Q: 3 clusters Score -315656.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -315658.000000 Penalty: 2581.383301
	Iteration 72Q: 3 clusters Score -315658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -315660.062500 Penalty: 2581.383301
	Iteration 73Q: 3 clusters Score -315660.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -315660.968750 Penalty: 2581.383301
	Iteration 74Q: 3 clusters Score -315661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -315660.968750 Penalty: 2581.383301
	Iteration 75F: 3 clusters Score -315661 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Entering Unmasked Estep 
Score: -2458881.500000 Penalty: 1621.212280
	Iteration 0F: 2 clusters Score -2458882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -2444306.750000 Penalty: 3242.424561
	Iteration 0F: 3 clusters Score -2444307 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -2450068.000000 Penalty: 3242.424561
	Iteration 1F: 3 clusters Score -2450068 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -2450911.500000 Penalty: 3242.424561
	Iteration 2F: 3 clusters Score -2450912 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -2451945.750000 Penalty: 3242.424561
	Iteration 3F: 3 clusters Score -2451946 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2453080.500000 Penalty: 3242.424561
	Iteration 4F: 3 clusters Score -2453080 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2454369.000000 Penalty: 3242.424561
	Iteration 5F: 3 clusters Score -2454369 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2455715.250000 Penalty: 3242.424561
	Iteration 6F: 3 clusters Score -2455715 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2456818.750000 Penalty: 3242.424561
	Iteration 7Q: 3 clusters Score -2456819 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -2457603.500000 Penalty: 3242.424561
	Iteration 8Q: 3 clusters Score -2457604 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2458028.000000 Penalty: 3242.424561
	Iteration 9Q: 3 clusters Score -2458028 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2458274.500000 Penalty: 3242.424561
	Iteration 10Q: 3 clusters Score -2458274 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2458381.750000 Penalty: 3242.424561
	Iteration 11Q: 3 clusters Score -2458382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2458471.250000 Penalty: 3242.424561
	Iteration 12Q: 3 clusters Score -2458471 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2458516.000000 Penalty: 3242.424561
	Iteration 13Q: 3 clusters Score -2458516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2458541.250000 Penalty: 3242.424561
	Iteration 14Q: 3 clusters Score -2458541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2458554.250000 Penalty: 3242.424561
	Iteration 15Q: 3 clusters Score -2458554 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2458575.500000 Penalty: 3242.424561
	Iteration 16Q: 3 clusters Score -2458576 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2458585.000000 Penalty: 3242.424561
	Iteration 17Q: 3 clusters Score -2458585 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2458587.000000 Penalty: 3242.424561
	Iteration 18Q: 3 clusters Score -2458587 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2458595.000000 Penalty: 3242.424561
	Iteration 19Q: 3 clusters Score -2458595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2458597.250000 Penalty: 3242.424561
	Iteration 20F: 3 clusters Score -2458597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2458597.000000 Penalty: 3242.424561
	Iteration 21Q: 3 clusters Score -2458597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2458609.750000 Penalty: 3242.424561
	Iteration 22Q: 3 clusters Score -2458610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2458610.750000 Penalty: 3242.424561
	Iteration 23Q: 3 clusters Score -2458611 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2458612.250000 Penalty: 3242.424561
	Iteration 24Q: 3 clusters Score -2458612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2458617.000000 Penalty: 3242.424561
	Iteration 25Q: 3 clusters Score -2458617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2458615.250000 Penalty: 3242.424561
	Iteration 26Q: 3 clusters Score -2458615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2458613.250000 Penalty: 3242.424561
	Iteration 27Q: 3 clusters Score -2458613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -2458617.250000 Penalty: 3242.424561
	Iteration 28Q: 3 clusters Score -2458617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2458617.250000 Penalty: 3242.424561
	Iteration 29Q: 3 clusters Score -2458617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2458617.250000 Penalty: 3242.424561
	Iteration 30F: 3 clusters Score -2458617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (13617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Entering Unmasked Estep 
Score: -1569693.250000 Penalty: 1546.849609
	Iteration 0F: 2 clusters Score -1569693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1560332.500000 Penalty: 3093.699219
	Iteration 0F: 3 clusters Score -1560332 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1563750.625000 Penalty: 3093.699219
	Iteration 1F: 3 clusters Score -1563751 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1564196.750000 Penalty: 3093.699219
	Iteration 2F: 3 clusters Score -1564197 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1564720.250000 Penalty: 3093.699219
	Iteration 3F: 3 clusters Score -1564720 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1565333.000000 Penalty: 3093.699219
	Iteration 4F: 3 clusters Score -1565333 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1565926.125000 Penalty: 3093.699219
	Iteration 5F: 3 clusters Score -1565926 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1566367.750000 Penalty: 3093.699219
	Iteration 6F: 3 clusters Score -1566368 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1566689.750000 Penalty: 3093.699219
	Iteration 7Q: 3 clusters Score -1566690 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1566927.625000 Penalty: 3093.699219
	Iteration 8Q: 3 clusters Score -1566928 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1567129.125000 Penalty: 3093.699219
	Iteration 9Q: 3 clusters Score -1567129 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1567327.250000 Penalty: 3093.699219
	Iteration 10Q: 3 clusters Score -1567327 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1567536.000000 Penalty: 3093.699219
	Iteration 11Q: 3 clusters Score -1567536 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1567735.750000 Penalty: 3093.699219
	Iteration 12Q: 3 clusters Score -1567736 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1567913.375000 Penalty: 3093.699219
	Iteration 13Q: 3 clusters Score -1567913 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1568060.750000 Penalty: 3093.699219
	Iteration 14Q: 3 clusters Score -1568061 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1568225.250000 Penalty: 3093.699219
	Iteration 15Q: 3 clusters Score -1568225 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1568401.750000 Penalty: 3093.699219
	Iteration 16Q: 3 clusters Score -1568402 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1568610.875000 Penalty: 3093.699219
	Iteration 17Q: 3 clusters Score -1568611 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1568865.125000 Penalty: 3093.699219
	Iteration 18Q: 3 clusters Score -1568865 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1569164.750000 Penalty: 3093.699219
	Iteration 19Q: 3 clusters Score -1569165 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1569517.625000 Penalty: 3093.699219
	Iteration 20F: 3 clusters Score -1569518 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1569692.750000 Penalty: 3093.699219
	Iteration 21Q: 3 clusters Score -1569693 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1569762.875000 Penalty: 3093.699219
	Iteration 22Q: 3 clusters Score -1569763 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1569793.625000 Penalty: 3093.699219
	Iteration 23Q: 3 clusters Score -1569794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1569790.125000 Penalty: 3093.699219
	Iteration 24Q: 3 clusters Score -1569790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1569796.125000 Penalty: 3093.699219
	Iteration 25Q: 3 clusters Score -1569796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1569797.375000 Penalty: 3093.699219
	Iteration 26Q: 3 clusters Score -1569797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1569803.875000 Penalty: 3093.699219
	Iteration 27Q: 3 clusters Score -1569804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1569800.750000 Penalty: 3093.699219
	Iteration 28Q: 3 clusters Score -1569801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1569801.000000 Penalty: 3093.699219
	Iteration 29Q: 3 clusters Score -1569801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1569801.125000 Penalty: 3093.699219
	Iteration 30Q: 3 clusters Score -1569801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1569802.375000 Penalty: 3093.699219
	Iteration 31Q: 3 clusters Score -1569802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1569803.125000 Penalty: 3093.699219
	Iteration 32Q: 3 clusters Score -1569803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1569804.750000 Penalty: 3093.699219
	Iteration 33Q: 3 clusters Score -1569805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1569804.750000 Penalty: 3093.699219
	Iteration 34F: 3 clusters Score -1569805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 4120 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16337 members 
Mstep: Class 23 contains 89552 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 26529 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 9497 members 
Entering Unmasked Estep 
Score: -40138960.000000 Penalty: 87349.148438
Splitting cluster 12 changes total score from -40139388.000000 to -40138960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (7613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Entering Unmasked Estep 
Score: -877915.500000 Penalty: 1452.362061
	Iteration 0F: 2 clusters Score -877915.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -872233.062500 Penalty: 2904.724121
	Iteration 0F: 3 clusters Score -872233.1 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -873859.375000 Penalty: 2904.724121
	Iteration 1F: 3 clusters Score -873859.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -874086.062500 Penalty: 2904.724121
	Iteration 2F: 3 clusters Score -874086.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -874263.250000 Penalty: 2904.724121
	Iteration 3F: 3 clusters Score -874263.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -874398.125000 Penalty: 2904.724121
	Iteration 4Q: 3 clusters Score -874398.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -874504.000000 Penalty: 2904.724121
	Iteration 5Q: 3 clusters Score -874504 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -874568.437500 Penalty: 2904.724121
	Iteration 6Q: 3 clusters Score -874568.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -874633.062500 Penalty: 2904.724121
	Iteration 7Q: 3 clusters Score -874633.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -874688.000000 Penalty: 2904.724121
	Iteration 8Q: 3 clusters Score -874688 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -874740.437500 Penalty: 2904.724121
	Iteration 9Q: 3 clusters Score -874740.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -874801.125000 Penalty: 2904.724121
	Iteration 10Q: 3 clusters Score -874801.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -874873.687500 Penalty: 2904.724121
	Iteration 11Q: 3 clusters Score -874873.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -874965.937500 Penalty: 2904.724121
	Iteration 12Q: 3 clusters Score -874965.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -875084.437500 Penalty: 2904.724121
	Iteration 13Q: 3 clusters Score -875084.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -875224.625000 Penalty: 2904.724121
	Iteration 14Q: 3 clusters Score -875224.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -875401.375000 Penalty: 2904.724121
	Iteration 15Q: 3 clusters Score -875401.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -875609.625000 Penalty: 2904.724121
	Iteration 16Q: 3 clusters Score -875609.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -875839.062500 Penalty: 2904.724121
	Iteration 17Q: 3 clusters Score -875839.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -876070.125000 Penalty: 2904.724121
	Iteration 18Q: 3 clusters Score -876070.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -876289.687500 Penalty: 2904.724121
	Iteration 19Q: 3 clusters Score -876289.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -876512.312500 Penalty: 2904.724121
	Iteration 20F: 3 clusters Score -876512.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -876717.375000 Penalty: 2904.724121
	Iteration 21Q: 3 clusters Score -876717.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -876897.062500 Penalty: 2904.724121
	Iteration 22Q: 3 clusters Score -876897.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -877050.125000 Penalty: 2904.724121
	Iteration 23Q: 3 clusters Score -877050.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -877160.437500 Penalty: 2904.724121
	Iteration 24Q: 3 clusters Score -877160.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -877272.312500 Penalty: 2904.724121
	Iteration 25Q: 3 clusters Score -877272.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -877357.687500 Penalty: 2904.724121
	Iteration 26Q: 3 clusters Score -877357.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -877418.437500 Penalty: 2904.724121
	Iteration 27Q: 3 clusters Score -877418.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -877467.875000 Penalty: 2904.724121
	Iteration 28Q: 3 clusters Score -877467.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -877504.500000 Penalty: 2904.724121
	Iteration 29Q: 3 clusters Score -877504.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -877527.875000 Penalty: 2904.724121
	Iteration 30Q: 3 clusters Score -877527.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -877539.062500 Penalty: 2904.724121
	Iteration 31Q: 3 clusters Score -877539.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -877544.625000 Penalty: 2904.724121
	Iteration 32Q: 3 clusters Score -877544.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -877550.375000 Penalty: 2904.724121
	Iteration 33Q: 3 clusters Score -877550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -877550.812500 Penalty: 2904.724121
	Iteration 34Q: 3 clusters Score -877550.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -877552.125000 Penalty: 2904.724121
	Iteration 35Q: 3 clusters Score -877552.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -877553.000000 Penalty: 2904.724121
	Iteration 36Q: 3 clusters Score -877553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -877556.000000 Penalty: 2904.724121
	Iteration 37Q: 3 clusters Score -877556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -877556.250000 Penalty: 2904.724121
	Iteration 38Q: 3 clusters Score -877556.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -877556.687500 Penalty: 2904.724121
	Iteration 39Q: 3 clusters Score -877556.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -877558.750000 Penalty: 2904.724121
	Iteration 40F: 3 clusters Score -877558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -877559.125000 Penalty: 2904.724121
	Iteration 41Q: 3 clusters Score -877559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -877559.750000 Penalty: 2904.724121
	Iteration 42Q: 3 clusters Score -877559.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -877560.187500 Penalty: 2904.724121
	Iteration 43Q: 3 clusters Score -877560.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -877558.062500 Penalty: 2904.724121
	Iteration 44Q: 3 clusters Score -877558.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -877559.750000 Penalty: 2904.724121
	Iteration 45Q: 3 clusters Score -877559.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -877559.437500 Penalty: 2904.724121
	Iteration 46Q: 3 clusters Score -877559.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -877559.437500 Penalty: 2904.724121
	Iteration 47F: 3 clusters Score -877559.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -477160.750000 Penalty: 1370.953003
	Iteration 0F: 2 clusters Score -477160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -473452.937500 Penalty: 2741.906006
	Iteration 0F: 3 clusters Score -473452.9 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -474583.437500 Penalty: 2741.906006
	Iteration 1F: 3 clusters Score -474583.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -474866.093750 Penalty: 2741.906006
	Iteration 2F: 3 clusters Score -474866.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -475078.187500 Penalty: 2741.906006
	Iteration 3F: 3 clusters Score -475078.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -475237.718750 Penalty: 2741.906006
	Iteration 4F: 3 clusters Score -475237.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -475387.656250 Penalty: 2741.906006
	Iteration 5Q: 3 clusters Score -475387.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -475521.281250 Penalty: 2741.906006
	Iteration 6Q: 3 clusters Score -475521.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -475650.031250 Penalty: 2741.906006
	Iteration 7Q: 3 clusters Score -475650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -475776.125000 Penalty: 2741.906006
	Iteration 8Q: 3 clusters Score -475776.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -475891.062500 Penalty: 2741.906006
	Iteration 9Q: 3 clusters Score -475891.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -476012.500000 Penalty: 2741.906006
	Iteration 10Q: 3 clusters Score -476012.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -476104.843750 Penalty: 2741.906006
	Iteration 11Q: 3 clusters Score -476104.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -476160.406250 Penalty: 2741.906006
	Iteration 12Q: 3 clusters Score -476160.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -476205.562500 Penalty: 2741.906006
	Iteration 13Q: 3 clusters Score -476205.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -476229.000000 Penalty: 2741.906006
	Iteration 14Q: 3 clusters Score -476229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -476239.343750 Penalty: 2741.906006
	Iteration 15Q: 3 clusters Score -476239.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -476247.375000 Penalty: 2741.906006
	Iteration 16Q: 3 clusters Score -476247.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -476252.718750 Penalty: 2741.906006
	Iteration 17Q: 3 clusters Score -476252.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -476258.468750 Penalty: 2741.906006
	Iteration 18Q: 3 clusters Score -476258.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -476266.468750 Penalty: 2741.906006
	Iteration 19Q: 3 clusters Score -476266.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -476269.406250 Penalty: 2741.906006
	Iteration 20F: 3 clusters Score -476269.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -476275.625000 Penalty: 2741.906006
	Iteration 21Q: 3 clusters Score -476275.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -476278.250000 Penalty: 2741.906006
	Iteration 22Q: 3 clusters Score -476278.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -476281.312500 Penalty: 2741.906006
	Iteration 23Q: 3 clusters Score -476281.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -476284.218750 Penalty: 2741.906006
	Iteration 24Q: 3 clusters Score -476284.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -476285.437500 Penalty: 2741.906006
	Iteration 25Q: 3 clusters Score -476285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -476287.000000 Penalty: 2741.906006
	Iteration 26Q: 3 clusters Score -476287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -476290.343750 Penalty: 2741.906006
	Iteration 27Q: 3 clusters Score -476290.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -476293.250000 Penalty: 2741.906006
	Iteration 28Q: 3 clusters Score -476293.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -476300.000000 Penalty: 2741.906006
	Iteration 29Q: 3 clusters Score -476300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -476305.875000 Penalty: 2741.906006
	Iteration 30Q: 3 clusters Score -476305.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -476313.250000 Penalty: 2741.906006
	Iteration 31Q: 3 clusters Score -476313.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -476326.562500 Penalty: 2741.906006
	Iteration 32Q: 3 clusters Score -476326.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -476342.968750 Penalty: 2741.906006
	Iteration 33Q: 3 clusters Score -476343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -476354.156250 Penalty: 2741.906006
	Iteration 34Q: 3 clusters Score -476354.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -476362.531250 Penalty: 2741.906006
	Iteration 35Q: 3 clusters Score -476362.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -476367.187500 Penalty: 2741.906006
	Iteration 36Q: 3 clusters Score -476367.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -476371.875000 Penalty: 2741.906006
	Iteration 37Q: 3 clusters Score -476371.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -476375.343750 Penalty: 2741.906006
	Iteration 38Q: 3 clusters Score -476375.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -476379.500000 Penalty: 2741.906006
	Iteration 39Q: 3 clusters Score -476379.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -476383.406250 Penalty: 2741.906006
	Iteration 40F: 3 clusters Score -476383.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -476389.593750 Penalty: 2741.906006
	Iteration 41Q: 3 clusters Score -476389.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -476398.062500 Penalty: 2741.906006
	Iteration 42Q: 3 clusters Score -476398.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -476403.531250 Penalty: 2741.906006
	Iteration 43Q: 3 clusters Score -476403.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -476407.281250 Penalty: 2741.906006
	Iteration 44Q: 3 clusters Score -476407.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -476408.562500 Penalty: 2741.906006
	Iteration 45Q: 3 clusters Score -476408.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -476410.718750 Penalty: 2741.906006
	Iteration 46Q: 3 clusters Score -476410.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -476410.781250 Penalty: 2741.906006
	Iteration 47Q: 3 clusters Score -476410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -476411.406250 Penalty: 2741.906006
	Iteration 48Q: 3 clusters Score -476411.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -476411.406250 Penalty: 2741.906006
	Iteration 49F: 3 clusters Score -476411.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Entering Unmasked Estep 
Score: -542775.750000 Penalty: 1376.663696
	Iteration 0F: 2 clusters Score -542775.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -538979.312500 Penalty: 2753.327393
	Iteration 0F: 3 clusters Score -538979.3 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -540052.500000 Penalty: 2753.327393
	Iteration 1F: 3 clusters Score -540052.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -540230.312500 Penalty: 2753.327393
	Iteration 2F: 3 clusters Score -540230.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -540371.500000 Penalty: 2753.327393
	Iteration 3F: 3 clusters Score -540371.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -540488.437500 Penalty: 2753.327393
	Iteration 4Q: 3 clusters Score -540488.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -540601.187500 Penalty: 2753.327393
	Iteration 5Q: 3 clusters Score -540601.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -540677.375000 Penalty: 2753.327393
	Iteration 6Q: 3 clusters Score -540677.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -540743.562500 Penalty: 2753.327393
	Iteration 7Q: 3 clusters Score -540743.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -540796.875000 Penalty: 2753.327393
	Iteration 8Q: 3 clusters Score -540796.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -540831.187500 Penalty: 2753.327393
	Iteration 9Q: 3 clusters Score -540831.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -540856.687500 Penalty: 2753.327393
	Iteration 10Q: 3 clusters Score -540856.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -540889.500000 Penalty: 2753.327393
	Iteration 11Q: 3 clusters Score -540889.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -540919.625000 Penalty: 2753.327393
	Iteration 12Q: 3 clusters Score -540919.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -540935.937500 Penalty: 2753.327393
	Iteration 13Q: 3 clusters Score -540935.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -540951.812500 Penalty: 2753.327393
	Iteration 14Q: 3 clusters Score -540951.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -540966.812500 Penalty: 2753.327393
	Iteration 15Q: 3 clusters Score -540966.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -540980.500000 Penalty: 2753.327393
	Iteration 16Q: 3 clusters Score -540980.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -540993.750000 Penalty: 2753.327393
	Iteration 17Q: 3 clusters Score -540993.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -541007.062500 Penalty: 2753.327393
	Iteration 18Q: 3 clusters Score -541007.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -541021.187500 Penalty: 2753.327393
	Iteration 19Q: 3 clusters Score -541021.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -541043.437500 Penalty: 2753.327393
	Iteration 20F: 3 clusters Score -541043.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -541062.312500 Penalty: 2753.327393
	Iteration 21Q: 3 clusters Score -541062.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -541074.812500 Penalty: 2753.327393
	Iteration 22Q: 3 clusters Score -541074.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -541085.062500 Penalty: 2753.327393
	Iteration 23Q: 3 clusters Score -541085.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -541093.625000 Penalty: 2753.327393
	Iteration 24Q: 3 clusters Score -541093.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -541106.687500 Penalty: 2753.327393
	Iteration 25Q: 3 clusters Score -541106.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -541114.750000 Penalty: 2753.327393
	Iteration 26Q: 3 clusters Score -541114.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -541119.750000 Penalty: 2753.327393
	Iteration 27Q: 3 clusters Score -541119.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -541124.250000 Penalty: 2753.327393
	Iteration 28Q: 3 clusters Score -541124.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -541127.000000 Penalty: 2753.327393
	Iteration 29Q: 3 clusters Score -541127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -541132.250000 Penalty: 2753.327393
	Iteration 30Q: 3 clusters Score -541132.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -541138.125000 Penalty: 2753.327393
	Iteration 31Q: 3 clusters Score -541138.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -541142.437500 Penalty: 2753.327393
	Iteration 32Q: 3 clusters Score -541142.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -541145.812500 Penalty: 2753.327393
	Iteration 33Q: 3 clusters Score -541145.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -541146.312500 Penalty: 2753.327393
	Iteration 34Q: 3 clusters Score -541146.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -541148.187500 Penalty: 2753.327393
	Iteration 35Q: 3 clusters Score -541148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -541152.500000 Penalty: 2753.327393
	Iteration 36Q: 3 clusters Score -541152.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -541156.125000 Penalty: 2753.327393
	Iteration 37Q: 3 clusters Score -541156.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -541161.500000 Penalty: 2753.327393
	Iteration 38Q: 3 clusters Score -541161.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -541162.812500 Penalty: 2753.327393
	Iteration 39Q: 3 clusters Score -541162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -541164.750000 Penalty: 2753.327393
	Iteration 40F: 3 clusters Score -541164.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -541165.000000 Penalty: 2753.327393
	Iteration 41Q: 3 clusters Score -541165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -541166.562500 Penalty: 2753.327393
	Iteration 42Q: 3 clusters Score -541166.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -541167.562500 Penalty: 2753.327393
	Iteration 43Q: 3 clusters Score -541167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -541168.750000 Penalty: 2753.327393
	Iteration 44Q: 3 clusters Score -541168.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -541171.812500 Penalty: 2753.327393
	Iteration 45Q: 3 clusters Score -541171.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -541173.250000 Penalty: 2753.327393
	Iteration 46Q: 3 clusters Score -541173.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -541176.062500 Penalty: 2753.327393
	Iteration 47Q: 3 clusters Score -541176.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -541179.187500 Penalty: 2753.327393
	Iteration 48Q: 3 clusters Score -541179.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -541183.062500 Penalty: 2753.327393
	Iteration 49Q: 3 clusters Score -541183.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -541184.875000 Penalty: 2753.327393
	Iteration 50Q: 3 clusters Score -541184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -541187.375000 Penalty: 2753.327393
	Iteration 51Q: 3 clusters Score -541187.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -541189.937500 Penalty: 2753.327393
	Iteration 52Q: 3 clusters Score -541189.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -541196.875000 Penalty: 2753.327393
	Iteration 53Q: 3 clusters Score -541196.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -541203.437500 Penalty: 2753.327393
	Iteration 54Q: 3 clusters Score -541203.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -541209.687500 Penalty: 2753.327393
	Iteration 55Q: 3 clusters Score -541209.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -541215.562500 Penalty: 2753.327393
	Iteration 56Q: 3 clusters Score -541215.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -541222.562500 Penalty: 2753.327393
	Iteration 57Q: 3 clusters Score -541222.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -541227.375000 Penalty: 2753.327393
	Iteration 58Q: 3 clusters Score -541227.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -541235.437500 Penalty: 2753.327393
	Iteration 59Q: 3 clusters Score -541235.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -541249.375000 Penalty: 2753.327393
	Iteration 60F: 3 clusters Score -541249.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -541263.000000 Penalty: 2753.327393
	Iteration 61Q: 3 clusters Score -541263 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -541278.062500 Penalty: 2753.327393
	Iteration 62Q: 3 clusters Score -541278.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -541296.125000 Penalty: 2753.327393
	Iteration 63Q: 3 clusters Score -541296.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -541316.687500 Penalty: 2753.327393
	Iteration 64Q: 3 clusters Score -541316.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -541330.312500 Penalty: 2753.327393
	Iteration 65Q: 3 clusters Score -541330.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -541338.500000 Penalty: 2753.327393
	Iteration 66Q: 3 clusters Score -541338.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -541346.500000 Penalty: 2753.327393
	Iteration 67Q: 3 clusters Score -541346.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -541357.375000 Penalty: 2753.327393
	Iteration 68Q: 3 clusters Score -541357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -541372.312500 Penalty: 2753.327393
	Iteration 69Q: 3 clusters Score -541372.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -541385.000000 Penalty: 2753.327393
	Iteration 70Q: 3 clusters Score -541385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -541398.875000 Penalty: 2753.327393
	Iteration 71Q: 3 clusters Score -541398.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -541404.812500 Penalty: 2753.327393
	Iteration 72Q: 3 clusters Score -541404.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -541410.187500 Penalty: 2753.327393
	Iteration 73Q: 3 clusters Score -541410.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -541414.875000 Penalty: 2753.327393
	Iteration 74Q: 3 clusters Score -541414.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -541420.687500 Penalty: 2753.327393
	Iteration 75Q: 3 clusters Score -541420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -541425.562500 Penalty: 2753.327393
	Iteration 76Q: 3 clusters Score -541425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -541426.812500 Penalty: 2753.327393
	Iteration 77Q: 3 clusters Score -541426.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -541430.375000 Penalty: 2753.327393
	Iteration 78Q: 3 clusters Score -541430.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -541435.250000 Penalty: 2753.327393
	Iteration 79Q: 3 clusters Score -541435.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -541442.500000 Penalty: 2753.327393
	Iteration 80F: 3 clusters Score -541442.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -541445.500000 Penalty: 2753.327393
	Iteration 81Q: 3 clusters Score -541445.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -541449.000000 Penalty: 2753.327393
	Iteration 82Q: 3 clusters Score -541449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -541454.187500 Penalty: 2753.327393
	Iteration 83Q: 3 clusters Score -541454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -541458.687500 Penalty: 2753.327393
	Iteration 84Q: 3 clusters Score -541458.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -541462.812500 Penalty: 2753.327393
	Iteration 85Q: 3 clusters Score -541462.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -541465.312500 Penalty: 2753.327393
	Iteration 86Q: 3 clusters Score -541465.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -541468.500000 Penalty: 2753.327393
	Iteration 87Q: 3 clusters Score -541468.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -541472.875000 Penalty: 2753.327393
	Iteration 88Q: 3 clusters Score -541472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -541475.562500 Penalty: 2753.327393
	Iteration 89Q: 3 clusters Score -541475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -541477.687500 Penalty: 2753.327393
	Iteration 90Q: 3 clusters Score -541477.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -541481.500000 Penalty: 2753.327393
	Iteration 91Q: 3 clusters Score -541481.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -541482.687500 Penalty: 2753.327393
	Iteration 92Q: 3 clusters Score -541482.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -541484.875000 Penalty: 2753.327393
	Iteration 93Q: 3 clusters Score -541484.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -541486.562500 Penalty: 2753.327393
	Iteration 94Q: 3 clusters Score -541486.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -541488.312500 Penalty: 2753.327393
	Iteration 95Q: 3 clusters Score -541488.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -541488.750000 Penalty: 2753.327393
	Iteration 96Q: 3 clusters Score -541488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -541489.500000 Penalty: 2753.327393
	Iteration 97Q: 3 clusters Score -541489.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -541490.125000 Penalty: 2753.327393
	Iteration 98Q: 3 clusters Score -541490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -541491.000000 Penalty: 2753.327393
	Iteration 99Q: 3 clusters Score -541491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -541491.000000 Penalty: 2753.327393
	Iteration 100F: 3 clusters Score -541491 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -288418.968750 Penalty: 1280.200195
	Iteration 0F: 2 clusters Score -288419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -285902.875000 Penalty: 2560.400391
	Iteration 0F: 3 clusters Score -285902.9 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -286479.312500 Penalty: 2560.400391
	Iteration 1F: 3 clusters Score -286479.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -286623.093750 Penalty: 2560.400391
	Iteration 2F: 3 clusters Score -286623.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -286711.531250 Penalty: 2560.400391
	Iteration 3Q: 3 clusters Score -286711.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -286794.437500 Penalty: 2560.400391
	Iteration 4Q: 3 clusters Score -286794.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -286846.843750 Penalty: 2560.400391
	Iteration 5Q: 3 clusters Score -286846.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286887.625000 Penalty: 2560.400391
	Iteration 6Q: 3 clusters Score -286887.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -286917.781250 Penalty: 2560.400391
	Iteration 7Q: 3 clusters Score -286917.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -286947.968750 Penalty: 2560.400391
	Iteration 8Q: 3 clusters Score -286948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -286974.125000 Penalty: 2560.400391
	Iteration 9Q: 3 clusters Score -286974.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -286998.000000 Penalty: 2560.400391
	Iteration 10Q: 3 clusters Score -286998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -287018.875000 Penalty: 2560.400391
	Iteration 11Q: 3 clusters Score -287018.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -287037.156250 Penalty: 2560.400391
	Iteration 12Q: 3 clusters Score -287037.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -287053.031250 Penalty: 2560.400391
	Iteration 13Q: 3 clusters Score -287053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -287068.250000 Penalty: 2560.400391
	Iteration 14Q: 3 clusters Score -287068.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -287080.562500 Penalty: 2560.400391
	Iteration 15Q: 3 clusters Score -287080.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -287095.187500 Penalty: 2560.400391
	Iteration 16Q: 3 clusters Score -287095.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287108.593750 Penalty: 2560.400391
	Iteration 17Q: 3 clusters Score -287108.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287116.593750 Penalty: 2560.400391
	Iteration 18Q: 3 clusters Score -287116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -287126.000000 Penalty: 2560.400391
	Iteration 19Q: 3 clusters Score -287126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -287140.687500 Penalty: 2560.400391
	Iteration 20F: 3 clusters Score -287140.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -287159.781250 Penalty: 2560.400391
	Iteration 21Q: 3 clusters Score -287159.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -287179.750000 Penalty: 2560.400391
	Iteration 22Q: 3 clusters Score -287179.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -287201.937500 Penalty: 2560.400391
	Iteration 23Q: 3 clusters Score -287201.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -287227.656250 Penalty: 2560.400391
	Iteration 24Q: 3 clusters Score -287227.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -287256.000000 Penalty: 2560.400391
	Iteration 25Q: 3 clusters Score -287256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -287282.812500 Penalty: 2560.400391
	Iteration 26Q: 3 clusters Score -287282.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -287316.187500 Penalty: 2560.400391
	Iteration 27Q: 3 clusters Score -287316.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -287340.156250 Penalty: 2560.400391
	Iteration 28Q: 3 clusters Score -287340.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -287363.593750 Penalty: 2560.400391
	Iteration 29Q: 3 clusters Score -287363.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -287389.187500 Penalty: 2560.400391
	Iteration 30Q: 3 clusters Score -287389.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -287413.562500 Penalty: 2560.400391
	Iteration 31Q: 3 clusters Score -287413.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -287428.156250 Penalty: 2560.400391
	Iteration 32Q: 3 clusters Score -287428.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -287439.250000 Penalty: 2560.400391
	Iteration 33Q: 3 clusters Score -287439.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -287448.562500 Penalty: 2560.400391
	Iteration 34Q: 3 clusters Score -287448.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -287458.031250 Penalty: 2560.400391
	Iteration 35Q: 3 clusters Score -287458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -287462.593750 Penalty: 2560.400391
	Iteration 36Q: 3 clusters Score -287462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -287464.875000 Penalty: 2560.400391
	Iteration 37Q: 3 clusters Score -287464.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -287467.718750 Penalty: 2560.400391
	Iteration 38Q: 3 clusters Score -287467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -287468.250000 Penalty: 2560.400391
	Iteration 39Q: 3 clusters Score -287468.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -287468.250000 Penalty: 2560.400391
	Iteration 40F: 3 clusters Score -287468.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Entering Unmasked Estep 
Score: -46643.097656 Penalty: 1025.951538
	Iteration 0F: 2 clusters Score -46643.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45519.402344 Penalty: 2051.903076
	Iteration 0F: 3 clusters Score -45519.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45760.515625 Penalty: 2051.903076
	Iteration 1F: 3 clusters Score -45760.52 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -45839.230469 Penalty: 2051.903076
	Iteration 2F: 3 clusters Score -45839.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45869.421875 Penalty: 2051.903076
	Iteration 3Q: 3 clusters Score -45869.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -45883.285156 Penalty: 2051.903076
	Iteration 4Q: 3 clusters Score -45883.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -45900.101562 Penalty: 2051.903076
	Iteration 5Q: 3 clusters Score -45900.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -45923.035156 Penalty: 2051.903076
	Iteration 6Q: 3 clusters Score -45923.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45943.285156 Penalty: 2051.903076
	Iteration 7Q: 3 clusters Score -45943.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45967.207031 Penalty: 2051.903076
	Iteration 8Q: 3 clusters Score -45967.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45992.941406 Penalty: 2051.903076
	Iteration 9Q: 3 clusters Score -45992.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -46008.062500 Penalty: 2051.903076
	Iteration 10Q: 3 clusters Score -46008.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46014.003906 Penalty: 2051.903076
	Iteration 11Q: 3 clusters Score -46014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -46026.199219 Penalty: 2051.903076
	Iteration 12Q: 3 clusters Score -46026.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46048.316406 Penalty: 2051.903076
	Iteration 13Q: 3 clusters Score -46048.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46066.789062 Penalty: 2051.903076
	Iteration 14Q: 3 clusters Score -46066.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -46073.667969 Penalty: 2051.903076
	Iteration 15Q: 3 clusters Score -46073.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -46077.785156 Penalty: 2051.903076
	Iteration 16Q: 3 clusters Score -46077.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46089.015625 Penalty: 2051.903076
	Iteration 17Q: 3 clusters Score -46089.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46097.890625 Penalty: 2051.903076
	Iteration 18Q: 3 clusters Score -46097.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46106.347656 Penalty: 2051.903076
	Iteration 19Q: 3 clusters Score -46106.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46108.410156 Penalty: 2051.903076
	Iteration 20F: 3 clusters Score -46108.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46110.644531 Penalty: 2051.903076
	Iteration 21Q: 3 clusters Score -46110.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46112.312500 Penalty: 2051.903076
	Iteration 22Q: 3 clusters Score -46112.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -46112.312500 Penalty: 2051.903076
	Iteration 23F: 3 clusters Score -46112.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -216956.515625 Penalty: 1236.280151
	Iteration 0F: 2 clusters Score -216956.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -214901.968750 Penalty: 2472.560303
	Iteration 0F: 3 clusters Score -214902 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -215677.000000 Penalty: 2472.560303
	Iteration 1F: 3 clusters Score -215677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -215989.593750 Penalty: 2472.560303
	Iteration 2F: 3 clusters Score -215989.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -216195.343750 Penalty: 2472.560303
	Iteration 3F: 3 clusters Score -216195.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216369.187500 Penalty: 2472.560303
	Iteration 4F: 3 clusters Score -216369.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -216527.812500 Penalty: 2472.560303
	Iteration 5F: 3 clusters Score -216527.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -216688.437500 Penalty: 2472.560303
	Iteration 6Q: 3 clusters Score -216688.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216818.343750 Penalty: 2472.560303
	Iteration 7Q: 3 clusters Score -216818.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216883.062500 Penalty: 2472.560303
	Iteration 8Q: 3 clusters Score -216883.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216917.921875 Penalty: 2472.560303
	Iteration 9Q: 3 clusters Score -216917.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216945.000000 Penalty: 2472.560303
	Iteration 10Q: 3 clusters Score -216945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216954.687500 Penalty: 2472.560303
	Iteration 11Q: 3 clusters Score -216954.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -216958.453125 Penalty: 2472.560303
	Iteration 12Q: 3 clusters Score -216958.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216964.031250 Penalty: 2472.560303
	Iteration 13Q: 3 clusters Score -216964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -216965.781250 Penalty: 2472.560303
	Iteration 14Q: 3 clusters Score -216965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216968.765625 Penalty: 2472.560303
	Iteration 15Q: 3 clusters Score -216968.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -216969.406250 Penalty: 2472.560303
	Iteration 16Q: 3 clusters Score -216969.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -216970.718750 Penalty: 2472.560303
	Iteration 17Q: 3 clusters Score -216970.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -216971.546875 Penalty: 2472.560303
	Iteration 18Q: 3 clusters Score -216971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216971.953125 Penalty: 2472.560303
	Iteration 19Q: 3 clusters Score -216972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -216972.828125 Penalty: 2472.560303
	Iteration 20F: 3 clusters Score -216972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216974.062500 Penalty: 2472.560303
	Iteration 21Q: 3 clusters Score -216974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -216974.062500 Penalty: 2472.560303
	Iteration 22F: 3 clusters Score -216974.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 1149 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16337 members 
Mstep: Class 23 contains 89552 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 26529 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 348 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 865 members 
Entering Unmasked Estep 
Score: -40138468.000000 Penalty: 87349.148438
Splitting cluster 18 changes total score from -40139388.000000 to -40138468.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -167351.421875 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -167351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -165630.312500 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -165630.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -165953.437500 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -165953.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -166018.265625 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -166018.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -166046.187500 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -166046.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -166066.812500 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -166066.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -166082.546875 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -166082.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -166096.718750 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -166096.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -166106.437500 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -166106.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166113.953125 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -166114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -166123.953125 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -166124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -166133.062500 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -166133.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -166140.562500 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -166140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -166146.468750 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -166146.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -166154.484375 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -166154.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -166161.390625 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -166161.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -166164.953125 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -166165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -166170.390625 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -166170.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -166174.312500 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -166174.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -166178.031250 Penalty: 2372.653564
	Iteration 18Q: 3 clusters Score -166178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -166181.078125 Penalty: 2372.653564
	Iteration 19Q: 3 clusters Score -166181.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -166189.984375 Penalty: 2372.653564
	Iteration 20F: 3 clusters Score -166190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166196.156250 Penalty: 2372.653564
	Iteration 21Q: 3 clusters Score -166196.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -166199.062500 Penalty: 2372.653564
	Iteration 22Q: 3 clusters Score -166199.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166202.734375 Penalty: 2372.653564
	Iteration 23Q: 3 clusters Score -166202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -166205.062500 Penalty: 2372.653564
	Iteration 24Q: 3 clusters Score -166205.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -166207.390625 Penalty: 2372.653564
	Iteration 25Q: 3 clusters Score -166207.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -166208.687500 Penalty: 2372.653564
	Iteration 26Q: 3 clusters Score -166208.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -166208.984375 Penalty: 2372.653564
	Iteration 27Q: 3 clusters Score -166209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166210.171875 Penalty: 2372.653564
	Iteration 28Q: 3 clusters Score -166210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -166211.968750 Penalty: 2372.653564
	Iteration 29Q: 3 clusters Score -166212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166212.375000 Penalty: 2372.653564
	Iteration 30Q: 3 clusters Score -166212.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -166212.375000 Penalty: 2372.653564
	Iteration 31F: 3 clusters Score -166212.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -170124.171875 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -170124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168328.328125 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -168328.3 nChanged 477
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: -168663.203125 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -168663.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -168769.640625 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -168769.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -168824.296875 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -168824.3 nChanged 50
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: -168865.968750 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -168866 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -168885.625000 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -168885.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -168902.578125 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -168902.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -168918.390625 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -168918.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -168937.328125 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -168937.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -168944.015625 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -168944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -168949.578125 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -168949.6 nChanged 7
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: -168954.203125 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -168954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -168956.390625 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -168956.4 nChanged 5
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: -168958.203125 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -168958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -168959.718750 Penalty: 2381.314941
	Iteration 14Q: 3 clusters Score -168959.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -168960.703125 Penalty: 2381.314941
	Iteration 15Q: 3 clusters Score -168960.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -168962.031250 Penalty: 2381.314941
	Iteration 16Q: 3 clusters Score -168962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -168963.250000 Penalty: 2381.314941
	Iteration 17Q: 3 clusters Score -168963.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -168963.250000 Penalty: 2381.314941
	Iteration 18F: 3 clusters Score -168963.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -208747.453125 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -208747.5 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 968 members 
Entering Unmasked Estep 
Score: -206750.343750 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -206750.3 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -207187.750000 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -207187.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -207306.468750 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -207306.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -207374.671875 Penalty: 2449.145020
	Iteration 3F: 3 clusters Score -207374.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -207425.640625 Penalty: 2449.145020
	Iteration 4Q: 3 clusters Score -207425.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -207476.484375 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -207476.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -207507.500000 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -207507.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -207532.718750 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -207532.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -207549.484375 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -207549.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -207566.718750 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -207566.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -207586.937500 Penalty: 2449.145020
	Iteration 10Q: 3 clusters Score -207586.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -207617.078125 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -207617.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -207668.265625 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -207668.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -207720.796875 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -207720.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -207780.468750 Penalty: 2449.145020
	Iteration 14Q: 3 clusters Score -207780.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -207826.421875 Penalty: 2449.145020
	Iteration 15Q: 3 clusters Score -207826.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -207877.843750 Penalty: 2449.145020
	Iteration 16Q: 3 clusters Score -207877.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -207934.859375 Penalty: 2449.145020
	Iteration 17Q: 3 clusters Score -207934.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -207976.609375 Penalty: 2449.145020
	Iteration 18Q: 3 clusters Score -207976.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -207998.812500 Penalty: 2449.145020
	Iteration 19Q: 3 clusters Score -207998.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -208025.640625 Penalty: 2449.145020
	Iteration 20F: 3 clusters Score -208025.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -208037.703125 Penalty: 2449.145020
	Iteration 21Q: 3 clusters Score -208037.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -208042.968750 Penalty: 2449.145020
	Iteration 22Q: 3 clusters Score -208043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -208046.765625 Penalty: 2449.145020
	Iteration 23Q: 3 clusters Score -208046.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -208048.937500 Penalty: 2449.145020
	Iteration 24Q: 3 clusters Score -208048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -208050.656250 Penalty: 2449.145020
	Iteration 25Q: 3 clusters Score -208050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -208052.687500 Penalty: 2449.145020
	Iteration 26Q: 3 clusters Score -208052.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -208052.687500 Penalty: 2449.145020
	Iteration 27F: 3 clusters Score -208052.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Entering Unmasked Estep 
Score: -1872409.250000 Penalty: 1576.443115
	Iteration 0F: 2 clusters Score -1872409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1861140.375000 Penalty: 3152.886230
	Iteration 0F: 3 clusters Score -1861140 nChanged 7196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1864962.750000 Penalty: 3152.886230
	Iteration 1F: 3 clusters Score -1864963 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1865385.125000 Penalty: 3152.886230
	Iteration 2F: 3 clusters Score -1865385 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1865834.125000 Penalty: 3152.886230
	Iteration 3F: 3 clusters Score -1865834 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1866483.000000 Penalty: 3152.886230
	Iteration 4F: 3 clusters Score -1866483 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1867351.750000 Penalty: 3152.886230
	Iteration 5F: 3 clusters Score -1867352 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1868262.375000 Penalty: 3152.886230
	Iteration 6F: 3 clusters Score -1868262 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1869172.750000 Penalty: 3152.886230
	Iteration 7F: 3 clusters Score -1869173 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1869925.875000 Penalty: 3152.886230
	Iteration 8F: 3 clusters Score -1869926 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1870417.000000 Penalty: 3152.886230
	Iteration 9Q: 3 clusters Score -1870417 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1870678.875000 Penalty: 3152.886230
	Iteration 10Q: 3 clusters Score -1870679 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1870832.750000 Penalty: 3152.886230
	Iteration 11Q: 3 clusters Score -1870833 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1870947.750000 Penalty: 3152.886230
	Iteration 12Q: 3 clusters Score -1870948 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1871058.625000 Penalty: 3152.886230
	Iteration 13Q: 3 clusters Score -1871059 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1871153.375000 Penalty: 3152.886230
	Iteration 14Q: 3 clusters Score -1871153 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1871234.625000 Penalty: 3152.886230
	Iteration 15Q: 3 clusters Score -1871235 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1871322.875000 Penalty: 3152.886230
	Iteration 16Q: 3 clusters Score -1871323 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1871383.625000 Penalty: 3152.886230
	Iteration 17Q: 3 clusters Score -1871384 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1871424.250000 Penalty: 3152.886230
	Iteration 18Q: 3 clusters Score -1871424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1871463.250000 Penalty: 3152.886230
	Iteration 19Q: 3 clusters Score -1871463 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1871486.375000 Penalty: 3152.886230
	Iteration 20F: 3 clusters Score -1871486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1871505.000000 Penalty: 3152.886230
	Iteration 21Q: 3 clusters Score -1871505 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1871527.500000 Penalty: 3152.886230
	Iteration 22Q: 3 clusters Score -1871528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1871551.625000 Penalty: 3152.886230
	Iteration 23Q: 3 clusters Score -1871552 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1871566.875000 Penalty: 3152.886230
	Iteration 24Q: 3 clusters Score -1871567 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1871592.000000 Penalty: 3152.886230
	Iteration 25Q: 3 clusters Score -1871592 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1871609.875000 Penalty: 3152.886230
	Iteration 26Q: 3 clusters Score -1871610 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1871630.875000 Penalty: 3152.886230
	Iteration 27Q: 3 clusters Score -1871631 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1871640.000000 Penalty: 3152.886230
	Iteration 28Q: 3 clusters Score -1871640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1871650.000000 Penalty: 3152.886230
	Iteration 29Q: 3 clusters Score -1871650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -1871661.000000 Penalty: 3152.886230
	Iteration 30Q: 3 clusters Score -1871661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1871658.125000 Penalty: 3152.886230
	Iteration 31Q: 3 clusters Score -1871658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1871664.500000 Penalty: 3152.886230
	Iteration 32Q: 3 clusters Score -1871664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1871668.625000 Penalty: 3152.886230
	Iteration 33Q: 3 clusters Score -1871669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1871677.250000 Penalty: 3152.886230
	Iteration 34Q: 3 clusters Score -1871677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1871677.250000 Penalty: 3152.886230
	Iteration 35Q: 3 clusters Score -1871677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1871683.125000 Penalty: 3152.886230
	Iteration 36Q: 3 clusters Score -1871683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1871688.500000 Penalty: 3152.886230
	Iteration 37Q: 3 clusters Score -1871688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1871688.250000 Penalty: 3152.886230
	Iteration 38Q: 3 clusters Score -1871688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1871686.375000 Penalty: 3152.886230
	Iteration 39Q: 3 clusters Score -1871686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1871689.375000 Penalty: 3152.886230
	Iteration 40F: 3 clusters Score -1871689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1871691.125000 Penalty: 3152.886230
	Iteration 41Q: 3 clusters Score -1871691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1871688.250000 Penalty: 3152.886230
	Iteration 42Q: 3 clusters Score -1871688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1871690.000000 Penalty: 3152.886230
	Iteration 43Q: 3 clusters Score -1871690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1871690.500000 Penalty: 3152.886230
	Iteration 44Q: 3 clusters Score -1871690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1871690.500000 Penalty: 3152.886230
	Iteration 45F: 3 clusters Score -1871690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (89552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89552 members 
Entering Unmasked Estep 
Score: -10269174.000000 Penalty: 1852.918335
	Iteration 0F: 2 clusters Score -1.026917e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -10209238.000000 Penalty: 3705.836670
	Iteration 0F: 3 clusters Score -1.020924e+07 nChanged 42656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -10234225.000000 Penalty: 3705.836670
	Iteration 1F: 3 clusters Score -1.023422e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -10235207.000000 Penalty: 3705.836670
	Iteration 2Q: 3 clusters Score -1.023521e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -10236508.000000 Penalty: 3705.836670
	Iteration 3Q: 3 clusters Score -1.023651e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -10238682.000000 Penalty: 3705.836670
	Iteration 4F: 3 clusters Score -1.023868e+07 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -10241927.000000 Penalty: 3705.836670
	Iteration 5F: 3 clusters Score -1.024193e+07 nChanged 6153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 62259 members 
Entering Unmasked Estep 
Score: -10246523.000000 Penalty: 3705.836670
	Iteration 6F: 3 clusters Score -1.024652e+07 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 67975 members 
Entering Unmasked Estep 
Score: -10252110.000000 Penalty: 3705.836670
	Iteration 7F: 3 clusters Score -1.025211e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 73032 members 
Entering Unmasked Estep 
Score: -10257087.000000 Penalty: 3705.836670
	Iteration 8F: 3 clusters Score -1.025709e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 76832 members 
Entering Unmasked Estep 
Score: -10260648.000000 Penalty: 3705.836670
	Iteration 9Q: 3 clusters Score -1.026065e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 79518 members 
Entering Unmasked Estep 
Score: -10262686.000000 Penalty: 3705.836670
	Iteration 10Q: 3 clusters Score -1.026269e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 81563 members 
Entering Unmasked Estep 
Score: -10264195.000000 Penalty: 3705.836670
	Iteration 11Q: 3 clusters Score -1.02642e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -10265260.000000 Penalty: 3705.836670
	Iteration 12Q: 3 clusters Score -1.026526e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 84424 members 
Entering Unmasked Estep 
Score: -10266101.000000 Penalty: 3705.836670
	Iteration 13Q: 3 clusters Score -1.02661e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 85403 members 
Entering Unmasked Estep 
Score: -10266738.000000 Penalty: 3705.836670
	Iteration 14Q: 3 clusters Score -1.026674e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 86134 members 
Entering Unmasked Estep 
Score: -10267096.000000 Penalty: 3705.836670
	Iteration 15Q: 3 clusters Score -1.02671e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 86682 members 
Entering Unmasked Estep 
Score: -10267369.000000 Penalty: 3705.836670
	Iteration 16Q: 3 clusters Score -1.026737e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 87106 members 
Entering Unmasked Estep 
Score: -10267588.000000 Penalty: 3705.836670
	Iteration 17Q: 3 clusters Score -1.026759e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -10267720.000000 Penalty: 3705.836670
	Iteration 18Q: 3 clusters Score -1.026772e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 87642 members 
Entering Unmasked Estep 
Score: -10267798.000000 Penalty: 3705.836670
	Iteration 19Q: 3 clusters Score -1.02678e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 87800 members 
Entering Unmasked Estep 
Score: -10267845.000000 Penalty: 3705.836670
	Iteration 20F: 3 clusters Score -1.026784e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 87937 members 
Entering Unmasked Estep 
Score: -10267914.000000 Penalty: 3705.836670
	Iteration 21Q: 3 clusters Score -1.026791e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -10267957.000000 Penalty: 3705.836670
	Iteration 22Q: 3 clusters Score -1.026796e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 88130 members 
Entering Unmasked Estep 
Score: -10268023.000000 Penalty: 3705.836670
	Iteration 23Q: 3 clusters Score -1.026802e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 88188 members 
Entering Unmasked Estep 
Score: -10268029.000000 Penalty: 3705.836670
	Iteration 24Q: 3 clusters Score -1.026803e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 88233 members 
Entering Unmasked Estep 
Score: -10268058.000000 Penalty: 3705.836670
	Iteration 25Q: 3 clusters Score -1.026806e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 88261 members 
Entering Unmasked Estep 
Score: -10268070.000000 Penalty: 3705.836670
	Iteration 26Q: 3 clusters Score -1.026807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 88288 members 
Entering Unmasked Estep 
Score: -10268094.000000 Penalty: 3705.836670
	Iteration 27Q: 3 clusters Score -1.026809e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 88318 members 
Entering Unmasked Estep 
Score: -10268105.000000 Penalty: 3705.836670
	Iteration 28Q: 3 clusters Score -1.02681e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 88351 members 
Entering Unmasked Estep 
Score: -10268157.000000 Penalty: 3705.836670
	Iteration 29Q: 3 clusters Score -1.026816e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 88390 members 
Entering Unmasked Estep 
Score: -10268180.000000 Penalty: 3705.836670
	Iteration 30Q: 3 clusters Score -1.026818e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 88419 members 
Entering Unmasked Estep 
Score: -10268191.000000 Penalty: 3705.836670
	Iteration 31Q: 3 clusters Score -1.026819e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 88426 members 
Entering Unmasked Estep 
Score: -10268212.000000 Penalty: 3705.836670
	Iteration 32Q: 3 clusters Score -1.026821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 88438 members 
Entering Unmasked Estep 
Score: -10268224.000000 Penalty: 3705.836670
	Iteration 33Q: 3 clusters Score -1.026822e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 88443 members 
Entering Unmasked Estep 
Score: -10268219.000000 Penalty: 3705.836670
	Iteration 34Q: 3 clusters Score -1.026822e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -10268232.000000 Penalty: 3705.836670
	Iteration 35Q: 3 clusters Score -1.026823e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 88469 members 
Entering Unmasked Estep 
Score: -10268258.000000 Penalty: 3705.836670
	Iteration 36Q: 3 clusters Score -1.026826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 88485 members 
Entering Unmasked Estep 
Score: -10268261.000000 Penalty: 3705.836670
	Iteration 37Q: 3 clusters Score -1.026826e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -10268268.000000 Penalty: 3705.836670
	Iteration 38Q: 3 clusters Score -1.026827e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 88499 members 
Entering Unmasked Estep 
Score: -10268269.000000 Penalty: 3705.836670
	Iteration 39Q: 3 clusters Score -1.026827e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 88509 members 
Entering Unmasked Estep 
Score: -10268272.000000 Penalty: 3705.836670
	Iteration 40F: 3 clusters Score -1.026827e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 88510 members 
Entering Unmasked Estep 
Score: -10268261.000000 Penalty: 3705.836670
	Iteration 41Q: 3 clusters Score -1.026826e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 88511 members 
Entering Unmasked Estep 
Score: -10268267.000000 Penalty: 3705.836670
	Iteration 42Q: 3 clusters Score -1.026827e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -10268268.000000 Penalty: 3705.836670
	Iteration 43Q: 3 clusters Score -1.026827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 88512 members 
Entering Unmasked Estep 
Score: -10268268.000000 Penalty: 3705.836670
	Iteration 44F: 3 clusters Score -1.026827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Entering Unmasked Estep 
Score: -764444.875000 Penalty: 1431.068237
	Iteration 0F: 2 clusters Score -764444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -759402.812500 Penalty: 2862.136475
	Iteration 0F: 3 clusters Score -759402.8 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -760913.625000 Penalty: 2862.136475
	Iteration 1F: 3 clusters Score -760913.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -761094.562500 Penalty: 2862.136475
	Iteration 2F: 3 clusters Score -761094.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -761217.750000 Penalty: 2862.136475
	Iteration 3Q: 3 clusters Score -761217.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -761291.000000 Penalty: 2862.136475
	Iteration 4Q: 3 clusters Score -761291 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -761343.687500 Penalty: 2862.136475
	Iteration 5Q: 3 clusters Score -761343.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -761388.687500 Penalty: 2862.136475
	Iteration 6Q: 3 clusters Score -761388.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -761444.875000 Penalty: 2862.136475
	Iteration 7Q: 3 clusters Score -761444.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -761508.500000 Penalty: 2862.136475
	Iteration 8Q: 3 clusters Score -761508.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -761570.437500 Penalty: 2862.136475
	Iteration 9Q: 3 clusters Score -761570.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -761633.375000 Penalty: 2862.136475
	Iteration 10Q: 3 clusters Score -761633.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -761707.625000 Penalty: 2862.136475
	Iteration 11Q: 3 clusters Score -761707.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -761787.437500 Penalty: 2862.136475
	Iteration 12Q: 3 clusters Score -761787.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -761868.687500 Penalty: 2862.136475
	Iteration 13Q: 3 clusters Score -761868.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -761982.625000 Penalty: 2862.136475
	Iteration 14Q: 3 clusters Score -761982.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -762147.312500 Penalty: 2862.136475
	Iteration 15Q: 3 clusters Score -762147.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -762323.312500 Penalty: 2862.136475
	Iteration 16Q: 3 clusters Score -762323.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -762532.000000 Penalty: 2862.136475
	Iteration 17Q: 3 clusters Score -762532 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -762730.687500 Penalty: 2862.136475
	Iteration 18Q: 3 clusters Score -762730.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -762869.000000 Penalty: 2862.136475
	Iteration 19Q: 3 clusters Score -762869 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -762959.750000 Penalty: 2862.136475
	Iteration 20F: 3 clusters Score -762959.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -763029.875000 Penalty: 2862.136475
	Iteration 21Q: 3 clusters Score -763029.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -763080.750000 Penalty: 2862.136475
	Iteration 22Q: 3 clusters Score -763080.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -763116.687500 Penalty: 2862.136475
	Iteration 23Q: 3 clusters Score -763116.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -763146.875000 Penalty: 2862.136475
	Iteration 24Q: 3 clusters Score -763146.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -763170.500000 Penalty: 2862.136475
	Iteration 25Q: 3 clusters Score -763170.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -763189.937500 Penalty: 2862.136475
	Iteration 26Q: 3 clusters Score -763189.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -763206.687500 Penalty: 2862.136475
	Iteration 27Q: 3 clusters Score -763206.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -763218.500000 Penalty: 2862.136475
	Iteration 28Q: 3 clusters Score -763218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -763223.000000 Penalty: 2862.136475
	Iteration 29Q: 3 clusters Score -763223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -763225.062500 Penalty: 2862.136475
	Iteration 30Q: 3 clusters Score -763225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -763225.750000 Penalty: 2862.136475
	Iteration 31Q: 3 clusters Score -763225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -763225.750000 Penalty: 2862.136475
	Iteration 32F: 3 clusters Score -763225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Entering Unmasked Estep 
Score: -5097068.500000 Penalty: 1736.243774
	Iteration 0F: 2 clusters Score -5097068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -5067976.500000 Penalty: 3472.487549
	Iteration 0F: 3 clusters Score -5067976 nChanged 20358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -5079322.500000 Penalty: 3472.487549
	Iteration 1F: 3 clusters Score -5079322 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5079901.000000 Penalty: 3472.487549
	Iteration 2Q: 3 clusters Score -5079901 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -5080648.000000 Penalty: 3472.487549
	Iteration 3Q: 3 clusters Score -5080648 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -5081625.500000 Penalty: 3472.487549
	Iteration 4F: 3 clusters Score -5081626 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -5082862.000000 Penalty: 3472.487549
	Iteration 5F: 3 clusters Score -5082862 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5084553.000000 Penalty: 3472.487549
	Iteration 6F: 3 clusters Score -5084553 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5086410.500000 Penalty: 3472.487549
	Iteration 7F: 3 clusters Score -5086410 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -5088316.000000 Penalty: 3472.487549
	Iteration 8F: 3 clusters Score -5088316 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5090208.000000 Penalty: 3472.487549
	Iteration 9F: 3 clusters Score -5090208 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5091922.500000 Penalty: 3472.487549
	Iteration 10F: 3 clusters Score -5091922 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -5093247.000000 Penalty: 3472.487549
	Iteration 11Q: 3 clusters Score -5093247 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5094167.000000 Penalty: 3472.487549
	Iteration 12Q: 3 clusters Score -5094167 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5094734.500000 Penalty: 3472.487549
	Iteration 13Q: 3 clusters Score -5094734 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5095058.500000 Penalty: 3472.487549
	Iteration 14Q: 3 clusters Score -5095058 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5095231.000000 Penalty: 3472.487549
	Iteration 15Q: 3 clusters Score -5095231 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5095360.000000 Penalty: 3472.487549
	Iteration 16Q: 3 clusters Score -5095360 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5095418.500000 Penalty: 3472.487549
	Iteration 17Q: 3 clusters Score -5095418 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5095467.000000 Penalty: 3472.487549
	Iteration 18Q: 3 clusters Score -5095467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5095481.000000 Penalty: 3472.487549
	Iteration 19Q: 3 clusters Score -5095481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5095490.500000 Penalty: 3472.487549
	Iteration 20F: 3 clusters Score -5095490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5095504.500000 Penalty: 3472.487549
	Iteration 21Q: 3 clusters Score -5095504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5095503.000000 Penalty: 3472.487549
	Iteration 22Q: 3 clusters Score -5095503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5095513.000000 Penalty: 3472.487549
	Iteration 23Q: 3 clusters Score -5095513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5095514.000000 Penalty: 3472.487549
	Iteration 24Q: 3 clusters Score -5095514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5095517.000000 Penalty: 3472.487549
	Iteration 25Q: 3 clusters Score -5095517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5095517.000000 Penalty: 3472.487549
	Iteration 26F: 3 clusters Score -5095517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -181320.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -181320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -179449.625000 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -179449.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -179809.078125 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -179809.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179948.312500 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -179948.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -180085.781250 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -180085.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -180231.687500 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -180231.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -180407.015625 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -180407 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -180546.546875 Penalty: 2408.362793
	Iteration 6F: 3 clusters Score -180546.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -180627.953125 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -180628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -180700.859375 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -180700.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -180741.984375 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -180742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -180765.625000 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -180765.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -180773.234375 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -180773.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180779.250000 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -180779.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -180785.718750 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -180785.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -180790.000000 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -180790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -180793.640625 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -180793.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -180797.781250 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -180797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -180800.312500 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -180800.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -180803.859375 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -180803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -180805.796875 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -180805.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -180807.828125 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -180807.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -180809.937500 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -180809.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -180812.859375 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -180812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -180814.859375 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -180814.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -180815.125000 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -180815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -180815.203125 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -180815.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -180816.531250 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -180816.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -180817.656250 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -180817.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -180817.656250 Penalty: 2408.362793
	Iteration 28F: 3 clusters Score -180817.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -308080.312500 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -308080.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -305522.093750 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -305522.1 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -306123.562500 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -306123.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -306251.125000 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -306251.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -306332.875000 Penalty: 2566.742188
	Iteration 3F: 3 clusters Score -306332.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -306396.093750 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -306396.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -306456.781250 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -306456.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -306521.500000 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -306521.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -306582.906250 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -306582.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306630.781250 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -306630.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -306680.812500 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -306680.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -306735.250000 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -306735.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -306779.218750 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -306779.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -306820.437500 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -306820.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -306864.125000 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -306864.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -306902.312500 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -306902.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -306928.218750 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -306928.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -306946.062500 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -306946.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -306957.843750 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -306957.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -306966.812500 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -306966.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -306972.406250 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -306972.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -306978.218750 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -306978.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -306983.906250 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -306983.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -306991.031250 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -306991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -306994.562500 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -306994.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -306996.156250 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -306996.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -306997.500000 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -306997.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -306997.500000 Penalty: 2566.742188
	Iteration 26F: 3 clusters Score -306997.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Entering Unmasked Estep 
Score: -613996.062500 Penalty: 1399.058472
	Iteration 0F: 2 clusters Score -613996.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -609809.187500 Penalty: 2798.116943
	Iteration 0F: 3 clusters Score -609809.2 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -611015.000000 Penalty: 2798.116943
	Iteration 1F: 3 clusters Score -611015 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -611207.125000 Penalty: 2798.116943
	Iteration 2F: 3 clusters Score -611207.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -611351.312500 Penalty: 2798.116943
	Iteration 3F: 3 clusters Score -611351.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -611468.937500 Penalty: 2798.116943
	Iteration 4Q: 3 clusters Score -611468.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -611565.500000 Penalty: 2798.116943
	Iteration 5Q: 3 clusters Score -611565.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -611649.687500 Penalty: 2798.116943
	Iteration 6Q: 3 clusters Score -611649.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -611722.187500 Penalty: 2798.116943
	Iteration 7Q: 3 clusters Score -611722.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -611796.562500 Penalty: 2798.116943
	Iteration 8Q: 3 clusters Score -611796.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -611863.125000 Penalty: 2798.116943
	Iteration 9Q: 3 clusters Score -611863.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -611937.937500 Penalty: 2798.116943
	Iteration 10Q: 3 clusters Score -611937.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -612011.750000 Penalty: 2798.116943
	Iteration 11Q: 3 clusters Score -612011.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -612081.562500 Penalty: 2798.116943
	Iteration 12Q: 3 clusters Score -612081.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -612166.687500 Penalty: 2798.116943
	Iteration 13Q: 3 clusters Score -612166.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -612268.500000 Penalty: 2798.116943
	Iteration 14Q: 3 clusters Score -612268.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -612374.625000 Penalty: 2798.116943
	Iteration 15Q: 3 clusters Score -612374.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -612477.062500 Penalty: 2798.116943
	Iteration 16Q: 3 clusters Score -612477.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -612573.437500 Penalty: 2798.116943
	Iteration 17Q: 3 clusters Score -612573.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -612686.750000 Penalty: 2798.116943
	Iteration 18Q: 3 clusters Score -612686.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -612815.687500 Penalty: 2798.116943
	Iteration 19Q: 3 clusters Score -612815.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -612949.375000 Penalty: 2798.116943
	Iteration 20F: 3 clusters Score -612949.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -613088.375000 Penalty: 2798.116943
	Iteration 21Q: 3 clusters Score -613088.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -613183.812500 Penalty: 2798.116943
	Iteration 22Q: 3 clusters Score -613183.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -613246.312500 Penalty: 2798.116943
	Iteration 23Q: 3 clusters Score -613246.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -613288.187500 Penalty: 2798.116943
	Iteration 24Q: 3 clusters Score -613288.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -613310.750000 Penalty: 2798.116943
	Iteration 25Q: 3 clusters Score -613310.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -613330.312500 Penalty: 2798.116943
	Iteration 26Q: 3 clusters Score -613330.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -613341.937500 Penalty: 2798.116943
	Iteration 27Q: 3 clusters Score -613341.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -613351.125000 Penalty: 2798.116943
	Iteration 28Q: 3 clusters Score -613351.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -613357.937500 Penalty: 2798.116943
	Iteration 29Q: 3 clusters Score -613357.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -613366.250000 Penalty: 2798.116943
	Iteration 30Q: 3 clusters Score -613366.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -613370.000000 Penalty: 2798.116943
	Iteration 31Q: 3 clusters Score -613370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -613372.375000 Penalty: 2798.116943
	Iteration 32Q: 3 clusters Score -613372.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -613376.812500 Penalty: 2798.116943
	Iteration 33Q: 3 clusters Score -613376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -613377.500000 Penalty: 2798.116943
	Iteration 34Q: 3 clusters Score -613377.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -613380.687500 Penalty: 2798.116943
	Iteration 35Q: 3 clusters Score -613380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -613382.125000 Penalty: 2798.116943
	Iteration 36Q: 3 clusters Score -613382.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -613382.250000 Penalty: 2798.116943
	Iteration 37Q: 3 clusters Score -613382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -613384.500000 Penalty: 2798.116943
	Iteration 38Q: 3 clusters Score -613384.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -613384.562500 Penalty: 2798.116943
	Iteration 39Q: 3 clusters Score -613384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -613384.562500 Penalty: 2798.116943
	Iteration 40F: 3 clusters Score -613384.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26529 members 
Entering Unmasked Estep 
Score: -3056410.500000 Penalty: 1655.223999
	Iteration 0F: 2 clusters Score -3056410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -3038543.250000 Penalty: 3310.447998
	Iteration 0F: 3 clusters Score -3038543 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3045046.250000 Penalty: 3310.447998
	Iteration 1F: 3 clusters Score -3045046 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -3045428.250000 Penalty: 3310.447998
	Iteration 2Q: 3 clusters Score -3045428 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -3045805.500000 Penalty: 3310.447998
	Iteration 3Q: 3 clusters Score -3045806 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -3046217.250000 Penalty: 3310.447998
	Iteration 4Q: 3 clusters Score -3046217 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -3046720.750000 Penalty: 3310.447998
	Iteration 5Q: 3 clusters Score -3046721 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -3047359.000000 Penalty: 3310.447998
	Iteration 6F: 3 clusters Score -3047359 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3048243.750000 Penalty: 3310.447998
	Iteration 7F: 3 clusters Score -3048244 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3049403.750000 Penalty: 3310.447998
	Iteration 8F: 3 clusters Score -3049404 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -3050814.250000 Penalty: 3310.447998
	Iteration 9F: 3 clusters Score -3050814 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -3052241.000000 Penalty: 3310.447998
	Iteration 10F: 3 clusters Score -3052241 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3053409.250000 Penalty: 3310.447998
	Iteration 11Q: 3 clusters Score -3053409 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3054152.750000 Penalty: 3310.447998
	Iteration 12Q: 3 clusters Score -3054153 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3054558.500000 Penalty: 3310.447998
	Iteration 13Q: 3 clusters Score -3054558 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3054765.500000 Penalty: 3310.447998
	Iteration 14Q: 3 clusters Score -3054766 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3054840.000000 Penalty: 3310.447998
	Iteration 15Q: 3 clusters Score -3054840 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3054885.250000 Penalty: 3310.447998
	Iteration 16Q: 3 clusters Score -3054885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3054908.250000 Penalty: 3310.447998
	Iteration 17Q: 3 clusters Score -3054908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3054935.500000 Penalty: 3310.447998
	Iteration 18Q: 3 clusters Score -3054936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3054952.000000 Penalty: 3310.447998
	Iteration 19Q: 3 clusters Score -3054952 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -3054975.750000 Penalty: 3310.447998
	Iteration 20F: 3 clusters Score -3054976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3054980.500000 Penalty: 3310.447998
	Iteration 21Q: 3 clusters Score -3054980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3054982.250000 Penalty: 3310.447998
	Iteration 22Q: 3 clusters Score -3054982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3054991.750000 Penalty: 3310.447998
	Iteration 23Q: 3 clusters Score -3054992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3054999.000000 Penalty: 3310.447998
	Iteration 24Q: 3 clusters Score -3054999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3055003.750000 Penalty: 3310.447998
	Iteration 25Q: 3 clusters Score -3055004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3055003.750000 Penalty: 3310.447998
	Iteration 26F: 3 clusters Score -3055004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -412525.843750 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -412525.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -409118.937500 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -409118.9 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -410164.937500 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -410164.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -410437.625000 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -410437.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -410669.031250 Penalty: 2704.541016
	Iteration 3F: 3 clusters Score -410669 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -410898.437500 Penalty: 2704.541016
	Iteration 4F: 3 clusters Score -410898.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -411093.343750 Penalty: 2704.541016
	Iteration 5F: 3 clusters Score -411093.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -411247.906250 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -411247.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -411375.562500 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -411375.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -411466.812500 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -411466.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -411541.812500 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -411541.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -411595.531250 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -411595.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -411643.531250 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -411643.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -411673.937500 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -411673.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -411706.406250 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -411706.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -411736.312500 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -411736.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -411765.062500 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -411765.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -411795.000000 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -411795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -411813.906250 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -411813.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -411832.312500 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -411832.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -411847.125000 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -411847.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -411863.281250 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -411863.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -411876.437500 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -411876.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -411888.906250 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -411888.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -411903.343750 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -411903.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -411933.125000 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -411933.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -411957.125000 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -411957.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -411977.062500 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -411977.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -411989.468750 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -411989.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -411997.812500 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -411997.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -412005.062500 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -412005.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -412013.218750 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -412013.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -412018.750000 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -412018.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -412026.718750 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -412026.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -412038.125000 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -412038.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -412049.187500 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -412049.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -412060.437500 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -412060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -412066.000000 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -412066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -412076.125000 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -412076.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -412083.968750 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -412084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -412092.156250 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -412092.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -412095.687500 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -412095.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -412099.500000 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -412099.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -412103.937500 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -412103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -412106.468750 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -412106.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -412107.593750 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -412107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -412110.000000 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -412110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -412111.625000 Penalty: 2704.541016
	Iteration 46Q: 3 clusters Score -412111.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -412112.218750 Penalty: 2704.541016
	Iteration 47Q: 3 clusters Score -412112.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -412112.531250 Penalty: 2704.541016
	Iteration 48Q: 3 clusters Score -412112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -412113.468750 Penalty: 2704.541016
	Iteration 49Q: 3 clusters Score -412113.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -412113.375000 Penalty: 2704.541016
	Iteration 50Q: 3 clusters Score -412113.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -412114.343750 Penalty: 2704.541016
	Iteration 51Q: 3 clusters Score -412114.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -412114.656250 Penalty: 2704.541016
	Iteration 52Q: 3 clusters Score -412114.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -412115.718750 Penalty: 2704.541016
	Iteration 53Q: 3 clusters Score -412115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -412115.500000 Penalty: 2704.541016
	Iteration 54Q: 3 clusters Score -412115.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -412116.593750 Penalty: 2704.541016
	Iteration 55Q: 3 clusters Score -412116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -412116.687500 Penalty: 2704.541016
	Iteration 56Q: 3 clusters Score -412116.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -412116.687500 Penalty: 2704.541016
	Iteration 57F: 3 clusters Score -412116.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Entering Unmasked Estep 
Score: -34922.257812 Penalty: 1021.171814
	Iteration 0F: 2 clusters Score -34922.26 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 268 members 
Entering Unmasked Estep 
Score: -33951.441406 Penalty: 2042.343628
	Iteration 0F: 3 clusters Score -33951.44 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -34293.605469 Penalty: 2042.343628
	Iteration 1F: 3 clusters Score -34293.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34413.527344 Penalty: 2042.343628
	Iteration 2F: 3 clusters Score -34413.53 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34477.722656 Penalty: 2042.343628
	Iteration 3F: 3 clusters Score -34477.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34526.441406 Penalty: 2042.343628
	Iteration 4Q: 3 clusters Score -34526.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -34556.707031 Penalty: 2042.343628
	Iteration 5Q: 3 clusters Score -34556.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -34560.074219 Penalty: 2042.343628
	Iteration 6Q: 3 clusters Score -34560.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34560.683594 Penalty: 2042.343628
	Iteration 7Q: 3 clusters Score -34560.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -34560.683594 Penalty: 2042.343628
	Iteration 8F: 3 clusters Score -34560.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Entering Unmasked Estep 
Score: -485320.250000 Penalty: 1358.663574
	Iteration 0F: 2 clusters Score -485320.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -481781.375000 Penalty: 2717.327148
	Iteration 0F: 3 clusters Score -481781.4 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -482811.687500 Penalty: 2717.327148
	Iteration 1F: 3 clusters Score -482811.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -482997.843750 Penalty: 2717.327148
	Iteration 2F: 3 clusters Score -482997.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -483111.437500 Penalty: 2717.327148
	Iteration 3F: 3 clusters Score -483111.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -483189.875000 Penalty: 2717.327148
	Iteration 4Q: 3 clusters Score -483189.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -483259.812500 Penalty: 2717.327148
	Iteration 5Q: 3 clusters Score -483259.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -483306.187500 Penalty: 2717.327148
	Iteration 6Q: 3 clusters Score -483306.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -483338.562500 Penalty: 2717.327148
	Iteration 7Q: 3 clusters Score -483338.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -483365.062500 Penalty: 2717.327148
	Iteration 8Q: 3 clusters Score -483365.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -483391.562500 Penalty: 2717.327148
	Iteration 9Q: 3 clusters Score -483391.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -483415.843750 Penalty: 2717.327148
	Iteration 10Q: 3 clusters Score -483415.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -483435.031250 Penalty: 2717.327148
	Iteration 11Q: 3 clusters Score -483435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -483456.531250 Penalty: 2717.327148
	Iteration 12Q: 3 clusters Score -483456.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -483483.031250 Penalty: 2717.327148
	Iteration 13Q: 3 clusters Score -483483 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -483509.250000 Penalty: 2717.327148
	Iteration 14Q: 3 clusters Score -483509.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -483530.500000 Penalty: 2717.327148
	Iteration 15Q: 3 clusters Score -483530.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -483553.312500 Penalty: 2717.327148
	Iteration 16Q: 3 clusters Score -483553.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -483576.437500 Penalty: 2717.327148
	Iteration 17Q: 3 clusters Score -483576.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -483600.312500 Penalty: 2717.327148
	Iteration 18Q: 3 clusters Score -483600.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -483621.312500 Penalty: 2717.327148
	Iteration 19Q: 3 clusters Score -483621.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -483636.781250 Penalty: 2717.327148
	Iteration 20F: 3 clusters Score -483636.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -483650.656250 Penalty: 2717.327148
	Iteration 21Q: 3 clusters Score -483650.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -483665.343750 Penalty: 2717.327148
	Iteration 22Q: 3 clusters Score -483665.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -483690.000000 Penalty: 2717.327148
	Iteration 23Q: 3 clusters Score -483690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -483713.812500 Penalty: 2717.327148
	Iteration 24Q: 3 clusters Score -483713.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -483728.937500 Penalty: 2717.327148
	Iteration 25Q: 3 clusters Score -483728.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -483748.343750 Penalty: 2717.327148
	Iteration 26Q: 3 clusters Score -483748.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -483776.750000 Penalty: 2717.327148
	Iteration 27Q: 3 clusters Score -483776.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -483807.718750 Penalty: 2717.327148
	Iteration 28Q: 3 clusters Score -483807.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -483836.250000 Penalty: 2717.327148
	Iteration 29Q: 3 clusters Score -483836.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -483864.781250 Penalty: 2717.327148
	Iteration 30Q: 3 clusters Score -483864.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -483909.593750 Penalty: 2717.327148
	Iteration 31Q: 3 clusters Score -483909.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -483963.312500 Penalty: 2717.327148
	Iteration 32Q: 3 clusters Score -483963.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -484021.968750 Penalty: 2717.327148
	Iteration 33Q: 3 clusters Score -484022 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -484066.937500 Penalty: 2717.327148
	Iteration 34Q: 3 clusters Score -484066.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -484116.906250 Penalty: 2717.327148
	Iteration 35Q: 3 clusters Score -484116.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -484157.343750 Penalty: 2717.327148
	Iteration 36Q: 3 clusters Score -484157.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -484193.593750 Penalty: 2717.327148
	Iteration 37Q: 3 clusters Score -484193.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -484215.687500 Penalty: 2717.327148
	Iteration 38Q: 3 clusters Score -484215.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -484234.500000 Penalty: 2717.327148
	Iteration 39Q: 3 clusters Score -484234.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -484258.312500 Penalty: 2717.327148
	Iteration 40F: 3 clusters Score -484258.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -484273.437500 Penalty: 2717.327148
	Iteration 41Q: 3 clusters Score -484273.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -484288.531250 Penalty: 2717.327148
	Iteration 42Q: 3 clusters Score -484288.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -484304.218750 Penalty: 2717.327148
	Iteration 43Q: 3 clusters Score -484304.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -484314.343750 Penalty: 2717.327148
	Iteration 44Q: 3 clusters Score -484314.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -484326.718750 Penalty: 2717.327148
	Iteration 45Q: 3 clusters Score -484326.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -484340.812500 Penalty: 2717.327148
	Iteration 46Q: 3 clusters Score -484340.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -484353.468750 Penalty: 2717.327148
	Iteration 47Q: 3 clusters Score -484353.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -484364.906250 Penalty: 2717.327148
	Iteration 48Q: 3 clusters Score -484364.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -484369.187500 Penalty: 2717.327148
	Iteration 49Q: 3 clusters Score -484369.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -484378.750000 Penalty: 2717.327148
	Iteration 50Q: 3 clusters Score -484378.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -484385.843750 Penalty: 2717.327148
	Iteration 51Q: 3 clusters Score -484385.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -484397.125000 Penalty: 2717.327148
	Iteration 52Q: 3 clusters Score -484397.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -484408.968750 Penalty: 2717.327148
	Iteration 53Q: 3 clusters Score -484409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -484418.281250 Penalty: 2717.327148
	Iteration 54Q: 3 clusters Score -484418.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -484430.531250 Penalty: 2717.327148
	Iteration 55Q: 3 clusters Score -484430.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -484437.937500 Penalty: 2717.327148
	Iteration 56Q: 3 clusters Score -484437.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -484445.218750 Penalty: 2717.327148
	Iteration 57Q: 3 clusters Score -484445.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -484450.312500 Penalty: 2717.327148
	Iteration 58Q: 3 clusters Score -484450.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -484454.906250 Penalty: 2717.327148
	Iteration 59Q: 3 clusters Score -484454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -484459.375000 Penalty: 2717.327148
	Iteration 60F: 3 clusters Score -484459.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -484463.531250 Penalty: 2717.327148
	Iteration 61Q: 3 clusters Score -484463.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -484468.031250 Penalty: 2717.327148
	Iteration 62Q: 3 clusters Score -484468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -484473.593750 Penalty: 2717.327148
	Iteration 63Q: 3 clusters Score -484473.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -484479.812500 Penalty: 2717.327148
	Iteration 64Q: 3 clusters Score -484479.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -484482.187500 Penalty: 2717.327148
	Iteration 65Q: 3 clusters Score -484482.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -484484.375000 Penalty: 2717.327148
	Iteration 66Q: 3 clusters Score -484484.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -484484.593750 Penalty: 2717.327148
	Iteration 67Q: 3 clusters Score -484484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -484484.562500 Penalty: 2717.327148
	Iteration 68Q: 3 clusters Score -484484.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -484484.562500 Penalty: 2717.327148
	Iteration 69F: 3 clusters Score -484484.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Entering Unmasked Estep 
Score: -742002.812500 Penalty: 1430.165405
	Iteration 0F: 2 clusters Score -742002.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -736965.500000 Penalty: 2860.330811
	Iteration 0F: 3 clusters Score -736965.5 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -738507.375000 Penalty: 2860.330811
	Iteration 1F: 3 clusters Score -738507.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -738898.750000 Penalty: 2860.330811
	Iteration 2F: 3 clusters Score -738898.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -739222.562500 Penalty: 2860.330811
	Iteration 3F: 3 clusters Score -739222.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -739459.500000 Penalty: 2860.330811
	Iteration 4F: 3 clusters Score -739459.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -739657.375000 Penalty: 2860.330811
	Iteration 5F: 3 clusters Score -739657.4 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -739901.375000 Penalty: 2860.330811
	Iteration 6F: 3 clusters Score -739901.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -740173.875000 Penalty: 2860.330811
	Iteration 7F: 3 clusters Score -740173.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -740429.000000 Penalty: 2860.330811
	Iteration 8Q: 3 clusters Score -740429 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -740697.125000 Penalty: 2860.330811
	Iteration 9Q: 3 clusters Score -740697.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -740960.875000 Penalty: 2860.330811
	Iteration 10Q: 3 clusters Score -740960.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -741172.812500 Penalty: 2860.330811
	Iteration 11Q: 3 clusters Score -741172.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -741343.312500 Penalty: 2860.330811
	Iteration 12Q: 3 clusters Score -741343.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -741477.437500 Penalty: 2860.330811
	Iteration 13Q: 3 clusters Score -741477.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -741569.937500 Penalty: 2860.330811
	Iteration 14Q: 3 clusters Score -741569.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -741612.562500 Penalty: 2860.330811
	Iteration 15Q: 3 clusters Score -741612.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -741652.250000 Penalty: 2860.330811
	Iteration 16Q: 3 clusters Score -741652.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -741675.875000 Penalty: 2860.330811
	Iteration 17Q: 3 clusters Score -741675.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -741696.500000 Penalty: 2860.330811
	Iteration 18Q: 3 clusters Score -741696.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -741706.312500 Penalty: 2860.330811
	Iteration 19Q: 3 clusters Score -741706.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -741712.437500 Penalty: 2860.330811
	Iteration 20F: 3 clusters Score -741712.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -741721.187500 Penalty: 2860.330811
	Iteration 21Q: 3 clusters Score -741721.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -741725.625000 Penalty: 2860.330811
	Iteration 22Q: 3 clusters Score -741725.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -741728.375000 Penalty: 2860.330811
	Iteration 23Q: 3 clusters Score -741728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -741726.812500 Penalty: 2860.330811
	Iteration 24Q: 3 clusters Score -741726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -741728.125000 Penalty: 2860.330811
	Iteration 25Q: 3 clusters Score -741728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -741729.062500 Penalty: 2860.330811
	Iteration 26Q: 3 clusters Score -741729.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -741728.187500 Penalty: 2860.330811
	Iteration 27Q: 3 clusters Score -741728.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -741728.187500 Penalty: 2860.330811
	Iteration 28F: 3 clusters Score -741728.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -193277.875000 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -193277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -191353.156250 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -191353.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -191762.171875 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -191762.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -191906.578125 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -191906.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -191977.750000 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -191977.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -192023.953125 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -192024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -192055.828125 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -192055.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -192085.359375 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -192085.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -192109.093750 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -192109.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -192129.796875 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -192129.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -192160.390625 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -192160.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -192194.156250 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -192194.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -192224.484375 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -192224.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -192266.265625 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -192266.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -192309.312500 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -192309.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -192363.484375 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -192363.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -192407.156250 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -192407.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -192454.203125 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -192454.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -192497.375000 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -192497.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -192554.218750 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -192554.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -192596.343750 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -192596.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -192638.359375 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -192638.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -192660.781250 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -192660.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -192679.375000 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -192679.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -192694.500000 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -192694.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -192704.046875 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -192704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -192707.406250 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -192707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -192710.796875 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -192710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -192712.625000 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -192712.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -192713.687500 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -192713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -192714.078125 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -192714.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -192715.015625 Penalty: 2425.779541
	Iteration 30Q: 3 clusters Score -192715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -192717.109375 Penalty: 2425.779541
	Iteration 31Q: 3 clusters Score -192717.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -192720.328125 Penalty: 2425.779541
	Iteration 32Q: 3 clusters Score -192720.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -192722.000000 Penalty: 2425.779541
	Iteration 33Q: 3 clusters Score -192722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -192723.187500 Penalty: 2425.779541
	Iteration 34Q: 3 clusters Score -192723.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -192724.000000 Penalty: 2425.779541
	Iteration 35Q: 3 clusters Score -192724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -192724.546875 Penalty: 2425.779541
	Iteration 36Q: 3 clusters Score -192724.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -192724.546875 Penalty: 2425.779541
	Iteration 37F: 3 clusters Score -192724.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Entering Unmasked Estep 
Score: -2403691.250000 Penalty: 1616.072510
	Iteration 0F: 2 clusters Score -2403691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -2389460.000000 Penalty: 3232.145020
	Iteration 0F: 3 clusters Score -2389460 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2394659.250000 Penalty: 3232.145020
	Iteration 1F: 3 clusters Score -2394659 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2395053.500000 Penalty: 3232.145020
	Iteration 2Q: 3 clusters Score -2395054 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2395466.250000 Penalty: 3232.145020
	Iteration 3Q: 3 clusters Score -2395466 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -2395909.750000 Penalty: 3232.145020
	Iteration 4Q: 3 clusters Score -2395910 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2396488.000000 Penalty: 3232.145020
	Iteration 5Q: 3 clusters Score -2396488 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2397185.250000 Penalty: 3232.145020
	Iteration 6F: 3 clusters Score -2397185 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2397924.750000 Penalty: 3232.145020
	Iteration 7F: 3 clusters Score -2397925 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2398729.750000 Penalty: 3232.145020
	Iteration 8F: 3 clusters Score -2398730 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2399486.000000 Penalty: 3232.145020
	Iteration 9F: 3 clusters Score -2399486 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2400141.750000 Penalty: 3232.145020
	Iteration 10F: 3 clusters Score -2400142 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2400627.000000 Penalty: 3232.145020
	Iteration 11Q: 3 clusters Score -2400627 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2400896.500000 Penalty: 3232.145020
	Iteration 12Q: 3 clusters Score -2400896 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2401076.250000 Penalty: 3232.145020
	Iteration 13Q: 3 clusters Score -2401076 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -2401198.500000 Penalty: 3232.145020
	Iteration 14Q: 3 clusters Score -2401198 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2401291.500000 Penalty: 3232.145020
	Iteration 15Q: 3 clusters Score -2401292 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2401373.750000 Penalty: 3232.145020
	Iteration 16Q: 3 clusters Score -2401374 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -2401461.500000 Penalty: 3232.145020
	Iteration 17Q: 3 clusters Score -2401462 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2401553.500000 Penalty: 3232.145020
	Iteration 18Q: 3 clusters Score -2401554 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -2401626.750000 Penalty: 3232.145020
	Iteration 19Q: 3 clusters Score -2401627 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2401693.000000 Penalty: 3232.145020
	Iteration 20F: 3 clusters Score -2401693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2401747.750000 Penalty: 3232.145020
	Iteration 21Q: 3 clusters Score -2401748 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2401796.250000 Penalty: 3232.145020
	Iteration 22Q: 3 clusters Score -2401796 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2401839.500000 Penalty: 3232.145020
	Iteration 23Q: 3 clusters Score -2401840 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2401888.750000 Penalty: 3232.145020
	Iteration 24Q: 3 clusters Score -2401889 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2401927.000000 Penalty: 3232.145020
	Iteration 25Q: 3 clusters Score -2401927 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2401956.750000 Penalty: 3232.145020
	Iteration 26Q: 3 clusters Score -2401957 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2401996.500000 Penalty: 3232.145020
	Iteration 27Q: 3 clusters Score -2401996 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2402024.500000 Penalty: 3232.145020
	Iteration 28Q: 3 clusters Score -2402024 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2402067.500000 Penalty: 3232.145020
	Iteration 29Q: 3 clusters Score -2402068 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -2402110.750000 Penalty: 3232.145020
	Iteration 30Q: 3 clusters Score -2402111 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2402154.500000 Penalty: 3232.145020
	Iteration 31Q: 3 clusters Score -2402154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -2402180.000000 Penalty: 3232.145020
	Iteration 32Q: 3 clusters Score -2402180 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -2402221.500000 Penalty: 3232.145020
	Iteration 33Q: 3 clusters Score -2402222 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -2402244.750000 Penalty: 3232.145020
	Iteration 34Q: 3 clusters Score -2402245 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2402263.250000 Penalty: 3232.145020
	Iteration 35Q: 3 clusters Score -2402263 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2402305.500000 Penalty: 3232.145020
	Iteration 36Q: 3 clusters Score -2402306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2402345.500000 Penalty: 3232.145020
	Iteration 37Q: 3 clusters Score -2402346 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16561 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -2402390.750000 Penalty: 3232.145020
	Iteration 38Q: 3 clusters Score -2402391 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2402428.250000 Penalty: 3232.145020
	Iteration 39Q: 3 clusters Score -2402428 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -2402462.250000 Penalty: 3232.145020
	Iteration 40F: 3 clusters Score -2402462 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -2402484.750000 Penalty: 3232.145020
	Iteration 41Q: 3 clusters Score -2402485 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2402517.500000 Penalty: 3232.145020
	Iteration 42Q: 3 clusters Score -2402518 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2402549.500000 Penalty: 3232.145020
	Iteration 43Q: 3 clusters Score -2402550 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2402582.500000 Penalty: 3232.145020
	Iteration 44Q: 3 clusters Score -2402582 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2402615.250000 Penalty: 3232.145020
	Iteration 45Q: 3 clusters Score -2402615 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2402639.500000 Penalty: 3232.145020
	Iteration 46Q: 3 clusters Score -2402640 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2402656.750000 Penalty: 3232.145020
	Iteration 47Q: 3 clusters Score -2402657 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2402669.250000 Penalty: 3232.145020
	Iteration 48Q: 3 clusters Score -2402669 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2402685.000000 Penalty: 3232.145020
	Iteration 49Q: 3 clusters Score -2402685 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -2402698.750000 Penalty: 3232.145020
	Iteration 50Q: 3 clusters Score -2402699 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2402714.750000 Penalty: 3232.145020
	Iteration 51Q: 3 clusters Score -2402715 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2402733.750000 Penalty: 3232.145020
	Iteration 52Q: 3 clusters Score -2402734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2402752.500000 Penalty: 3232.145020
	Iteration 53Q: 3 clusters Score -2402752 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2402772.750000 Penalty: 3232.145020
	Iteration 54Q: 3 clusters Score -2402773 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -2402788.500000 Penalty: 3232.145020
	Iteration 55Q: 3 clusters Score -2402788 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2402796.250000 Penalty: 3232.145020
	Iteration 56Q: 3 clusters Score -2402796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2402802.000000 Penalty: 3232.145020
	Iteration 57Q: 3 clusters Score -2402802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2402814.500000 Penalty: 3232.145020
	Iteration 58Q: 3 clusters Score -2402814 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -2402826.250000 Penalty: 3232.145020
	Iteration 59Q: 3 clusters Score -2402826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2402827.750000 Penalty: 3232.145020
	Iteration 60F: 3 clusters Score -2402828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2402836.000000 Penalty: 3232.145020
	Iteration 61Q: 3 clusters Score -2402836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2402841.250000 Penalty: 3232.145020
	Iteration 62Q: 3 clusters Score -2402841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18623 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2402851.250000 Penalty: 3232.145020
	Iteration 63Q: 3 clusters Score -2402851 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2402859.750000 Penalty: 3232.145020
	Iteration 64Q: 3 clusters Score -2402860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2402864.000000 Penalty: 3232.145020
	Iteration 65Q: 3 clusters Score -2402864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2402867.750000 Penalty: 3232.145020
	Iteration 66Q: 3 clusters Score -2402868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2402876.250000 Penalty: 3232.145020
	Iteration 67Q: 3 clusters Score -2402876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2402875.000000 Penalty: 3232.145020
	Iteration 68Q: 3 clusters Score -2402875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2402887.000000 Penalty: 3232.145020
	Iteration 69Q: 3 clusters Score -2402887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2402889.500000 Penalty: 3232.145020
	Iteration 70Q: 3 clusters Score -2402890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -2402896.500000 Penalty: 3232.145020
	Iteration 71Q: 3 clusters Score -2402896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2402896.750000 Penalty: 3232.145020
	Iteration 72Q: 3 clusters Score -2402897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2402900.750000 Penalty: 3232.145020
	Iteration 73Q: 3 clusters Score -2402901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2402910.500000 Penalty: 3232.145020
	Iteration 74Q: 3 clusters Score -2402910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2402913.500000 Penalty: 3232.145020
	Iteration 75Q: 3 clusters Score -2402914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2402917.500000 Penalty: 3232.145020
	Iteration 76Q: 3 clusters Score -2402918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -2402923.750000 Penalty: 3232.145020
	Iteration 77Q: 3 clusters Score -2402924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2402932.500000 Penalty: 3232.145020
	Iteration 78Q: 3 clusters Score -2402932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2402928.500000 Penalty: 3232.145020
	Iteration 79Q: 3 clusters Score -2402928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2402932.500000 Penalty: 3232.145020
	Iteration 80F: 3 clusters Score -2402932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2402929.000000 Penalty: 3232.145020
	Iteration 81Q: 3 clusters Score -2402929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2402930.000000 Penalty: 3232.145020
	Iteration 82Q: 3 clusters Score -2402930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2402935.750000 Penalty: 3232.145020
	Iteration 83Q: 3 clusters Score -2402936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2402937.500000 Penalty: 3232.145020
	Iteration 84Q: 3 clusters Score -2402938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2402942.000000 Penalty: 3232.145020
	Iteration 85Q: 3 clusters Score -2402942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2402941.250000 Penalty: 3232.145020
	Iteration 86Q: 3 clusters Score -2402941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2402941.000000 Penalty: 3232.145020
	Iteration 87Q: 3 clusters Score -2402941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2402942.000000 Penalty: 3232.145020
	Iteration 88Q: 3 clusters Score -2402942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2402941.500000 Penalty: 3232.145020
	Iteration 89Q: 3 clusters Score -2402942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2402941.500000 Penalty: 3232.145020
	Iteration 90F: 3 clusters Score -2402942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Entering Unmasked Estep 
Score: -626734.375000 Penalty: 1399.472656
	Iteration 0F: 2 clusters Score -626734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -622512.562500 Penalty: 2798.945312
	Iteration 0F: 3 clusters Score -622512.6 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -623817.000000 Penalty: 2798.945312
	Iteration 1F: 3 clusters Score -623817 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -624168.125000 Penalty: 2798.945312
	Iteration 2F: 3 clusters Score -624168.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -624434.062500 Penalty: 2798.945312
	Iteration 3F: 3 clusters Score -624434.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -624618.500000 Penalty: 2798.945312
	Iteration 4F: 3 clusters Score -624618.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -624761.000000 Penalty: 2798.945312
	Iteration 5Q: 3 clusters Score -624761 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -624909.812500 Penalty: 2798.945312
	Iteration 6Q: 3 clusters Score -624909.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -625070.125000 Penalty: 2798.945312
	Iteration 7Q: 3 clusters Score -625070.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -625239.812500 Penalty: 2798.945312
	Iteration 8Q: 3 clusters Score -625239.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -625366.437500 Penalty: 2798.945312
	Iteration 9Q: 3 clusters Score -625366.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -625473.437500 Penalty: 2798.945312
	Iteration 10Q: 3 clusters Score -625473.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -625556.625000 Penalty: 2798.945312
	Iteration 11Q: 3 clusters Score -625556.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -625613.937500 Penalty: 2798.945312
	Iteration 12Q: 3 clusters Score -625613.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -625642.000000 Penalty: 2798.945312
	Iteration 13Q: 3 clusters Score -625642 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -625663.000000 Penalty: 2798.945312
	Iteration 14Q: 3 clusters Score -625663 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -625677.000000 Penalty: 2798.945312
	Iteration 15Q: 3 clusters Score -625677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -625691.750000 Penalty: 2798.945312
	Iteration 16Q: 3 clusters Score -625691.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -625698.125000 Penalty: 2798.945312
	Iteration 17Q: 3 clusters Score -625698.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -625703.562500 Penalty: 2798.945312
	Iteration 18Q: 3 clusters Score -625703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -625706.937500 Penalty: 2798.945312
	Iteration 19Q: 3 clusters Score -625706.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -625708.250000 Penalty: 2798.945312
	Iteration 20F: 3 clusters Score -625708.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -625711.375000 Penalty: 2798.945312
	Iteration 21Q: 3 clusters Score -625711.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -625715.562500 Penalty: 2798.945312
	Iteration 22Q: 3 clusters Score -625715.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -625717.062500 Penalty: 2798.945312
	Iteration 23Q: 3 clusters Score -625717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -625718.812500 Penalty: 2798.945312
	Iteration 24Q: 3 clusters Score -625718.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -625719.312500 Penalty: 2798.945312
	Iteration 25Q: 3 clusters Score -625719.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -625718.812500 Penalty: 2798.945312
	Iteration 26Q: 3 clusters Score -625718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -625718.812500 Penalty: 2798.945312
	Iteration 27F: 3 clusters Score -625718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -33996.011719 Penalty: 950.982910
	Iteration 0F: 2 clusters Score -33996.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -33245.554688 Penalty: 1901.965820
	Iteration 0F: 3 clusters Score -33245.55 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -33670.011719 Penalty: 1901.965820
	Iteration 1F: 3 clusters Score -33670.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -33932.160156 Penalty: 1901.965820
	Iteration 2F: 3 clusters Score -33932.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34078.957031 Penalty: 1901.965820
	Iteration 3Q: 3 clusters Score -34078.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34320.687500 Penalty: 1901.965820
	Iteration 4F: 3 clusters Score -34320.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -34466.093750 Penalty: 1901.965820
	Iteration 5Q: 3 clusters Score -34466.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34599.730469 Penalty: 1901.965820
	Iteration 6Q: 3 clusters Score -34599.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -34712.921875 Penalty: 1901.965820
	Iteration 7Q: 3 clusters Score -34712.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -34893.828125 Penalty: 1901.965820
	Iteration 8Q: 3 clusters Score -34893.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -34997.882812 Penalty: 1901.965820
	Iteration 9Q: 3 clusters Score -34997.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -35154.386719 Penalty: 1901.965820
	Iteration 10Q: 3 clusters Score -35154.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -35218.496094 Penalty: 1901.965820
	Iteration 11Q: 3 clusters Score -35218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -35273.906250 Penalty: 1901.965820
	Iteration 12Q: 3 clusters Score -35273.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35316.496094 Penalty: 1901.965820
	Iteration 13Q: 3 clusters Score -35316.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -35326.015625 Penalty: 1901.965820
	Iteration 14F: 3 clusters Score -35326.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -35390.933594 Penalty: 1901.965820
	Iteration 15Q: 3 clusters Score -35390.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35468.406250 Penalty: 1901.965820
	Iteration 16Q: 3 clusters Score -35468.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -35468.406250 Penalty: 1901.965820
	Iteration 17F: 3 clusters Score -35468.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16337 members 
Mstep: Class 23 contains 89552 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 26529 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 206 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 142 members 
Entering Unmasked Estep 
Score: -40139700.000000 Penalty: 87349.148438
Splitting cluster 37 changes total score from -40139388.000000 to -40139700.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 38 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -647599.312500 Penalty: 1406.359009
	Iteration 0F: 2 clusters Score -647599.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -643158.375000 Penalty: 2812.718018
	Iteration 0F: 3 clusters Score -643158.4 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -644483.875000 Penalty: 2812.718018
	Iteration 1F: 3 clusters Score -644483.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -644772.125000 Penalty: 2812.718018
	Iteration 2F: 3 clusters Score -644772.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -644965.500000 Penalty: 2812.718018
	Iteration 3F: 3 clusters Score -644965.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -645115.625000 Penalty: 2812.718018
	Iteration 4Q: 3 clusters Score -645115.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -645247.125000 Penalty: 2812.718018
	Iteration 5Q: 3 clusters Score -645247.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -645374.937500 Penalty: 2812.718018
	Iteration 6Q: 3 clusters Score -645374.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -645553.062500 Penalty: 2812.718018
	Iteration 7Q: 3 clusters Score -645553.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -645816.250000 Penalty: 2812.718018
	Iteration 8Q: 3 clusters Score -645816.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -646203.500000 Penalty: 2812.718018
	Iteration 9F: 3 clusters Score -646203.5 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -646529.000000 Penalty: 2812.718018
	Iteration 10F: 3 clusters Score -646529 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -646704.312500 Penalty: 2812.718018
	Iteration 11Q: 3 clusters Score -646704.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -646794.875000 Penalty: 2812.718018
	Iteration 12Q: 3 clusters Score -646794.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -646868.250000 Penalty: 2812.718018
	Iteration 13Q: 3 clusters Score -646868.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -646909.687500 Penalty: 2812.718018
	Iteration 14Q: 3 clusters Score -646909.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -646931.437500 Penalty: 2812.718018
	Iteration 15Q: 3 clusters Score -646931.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -646942.625000 Penalty: 2812.718018
	Iteration 16Q: 3 clusters Score -646942.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -646950.937500 Penalty: 2812.718018
	Iteration 17Q: 3 clusters Score -646950.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -646955.500000 Penalty: 2812.718018
	Iteration 18Q: 3 clusters Score -646955.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -646958.562500 Penalty: 2812.718018
	Iteration 19Q: 3 clusters Score -646958.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -646959.687500 Penalty: 2812.718018
	Iteration 20F: 3 clusters Score -646959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -646962.812500 Penalty: 2812.718018
	Iteration 21Q: 3 clusters Score -646962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -646965.062500 Penalty: 2812.718018
	Iteration 22Q: 3 clusters Score -646965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -646966.187500 Penalty: 2812.718018
	Iteration 23Q: 3 clusters Score -646966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -646969.312500 Penalty: 2812.718018
	Iteration 24Q: 3 clusters Score -646969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -646971.812500 Penalty: 2812.718018
	Iteration 25Q: 3 clusters Score -646971.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -646973.687500 Penalty: 2812.718018
	Iteration 26Q: 3 clusters Score -646973.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -646975.500000 Penalty: 2812.718018
	Iteration 27Q: 3 clusters Score -646975.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -646978.625000 Penalty: 2812.718018
	Iteration 28Q: 3 clusters Score -646978.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -646980.000000 Penalty: 2812.718018
	Iteration 29Q: 3 clusters Score -646980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -646982.312500 Penalty: 2812.718018
	Iteration 30Q: 3 clusters Score -646982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -646982.125000 Penalty: 2812.718018
	Iteration 31Q: 3 clusters Score -646982.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -646981.625000 Penalty: 2812.718018
	Iteration 32Q: 3 clusters Score -646981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -646981.187500 Penalty: 2812.718018
	Iteration 33Q: 3 clusters Score -646981.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -646981.500000 Penalty: 2812.718018
	Iteration 34Q: 3 clusters Score -646981.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -646982.687500 Penalty: 2812.718018
	Iteration 35Q: 3 clusters Score -646982.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -646983.812500 Penalty: 2812.718018
	Iteration 36Q: 3 clusters Score -646983.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -646985.937500 Penalty: 2812.718018
	Iteration 37Q: 3 clusters Score -646985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -646987.000000 Penalty: 2812.718018
	Iteration 38Q: 3 clusters Score -646987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -646988.062500 Penalty: 2812.718018
	Iteration 39Q: 3 clusters Score -646988.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -646990.375000 Penalty: 2812.718018
	Iteration 40F: 3 clusters Score -646990.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -646992.437500 Penalty: 2812.718018
	Iteration 41Q: 3 clusters Score -646992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -646992.375000 Penalty: 2812.718018
	Iteration 42Q: 3 clusters Score -646992.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -646996.062500 Penalty: 2812.718018
	Iteration 43Q: 3 clusters Score -646996.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -646999.187500 Penalty: 2812.718018
	Iteration 44Q: 3 clusters Score -646999.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -647001.687500 Penalty: 2812.718018
	Iteration 45Q: 3 clusters Score -647001.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -647004.000000 Penalty: 2812.718018
	Iteration 46Q: 3 clusters Score -647004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -647006.125000 Penalty: 2812.718018
	Iteration 47Q: 3 clusters Score -647006.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -647011.937500 Penalty: 2812.718018
	Iteration 48Q: 3 clusters Score -647011.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -647014.062500 Penalty: 2812.718018
	Iteration 49Q: 3 clusters Score -647014.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -647014.250000 Penalty: 2812.718018
	Iteration 50Q: 3 clusters Score -647014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -647015.375000 Penalty: 2812.718018
	Iteration 51Q: 3 clusters Score -647015.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -647015.687500 Penalty: 2812.718018
	Iteration 52Q: 3 clusters Score -647015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -647015.812500 Penalty: 2812.718018
	Iteration 53Q: 3 clusters Score -647015.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -647015.500000 Penalty: 2812.718018
	Iteration 54Q: 3 clusters Score -647015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -647015.875000 Penalty: 2812.718018
	Iteration 55Q: 3 clusters Score -647015.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -647015.875000 Penalty: 2812.718018
	Iteration 56F: 3 clusters Score -647015.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -260637.718750 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -260637.7 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 1146 members 
Entering Unmasked Estep 
Score: -258377.250000 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -258377.2 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -258849.093750 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -258849.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -258957.171875 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -258957.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -259031.312500 Penalty: 2519.229492
	Iteration 3Q: 3 clusters Score -259031.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -259089.828125 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -259089.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -259134.796875 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -259134.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -259175.718750 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -259175.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -259198.359375 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -259198.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -259217.375000 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -259217.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -259231.312500 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -259231.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259240.421875 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -259240.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -259250.906250 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -259250.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -259262.078125 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -259262.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -259274.562500 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -259274.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -259291.781250 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -259291.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -259306.109375 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -259306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -259319.890625 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -259319.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -259341.484375 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -259341.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -259361.531250 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -259361.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -259380.015625 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -259380 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -259397.890625 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -259397.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -259413.468750 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -259413.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -259429.953125 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -259430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -259443.734375 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -259443.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -259454.171875 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -259454.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -259463.984375 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -259464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -259475.406250 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -259475.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -259488.328125 Penalty: 2519.229492
	Iteration 27Q: 3 clusters Score -259488.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -259501.125000 Penalty: 2519.229492
	Iteration 28Q: 3 clusters Score -259501.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -259510.453125 Penalty: 2519.229492
	Iteration 29Q: 3 clusters Score -259510.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -259523.671875 Penalty: 2519.229492
	Iteration 30Q: 3 clusters Score -259523.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -259533.484375 Penalty: 2519.229492
	Iteration 31Q: 3 clusters Score -259533.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -259540.750000 Penalty: 2519.229492
	Iteration 32Q: 3 clusters Score -259540.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -259549.750000 Penalty: 2519.229492
	Iteration 33Q: 3 clusters Score -259549.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -259558.343750 Penalty: 2519.229492
	Iteration 34Q: 3 clusters Score -259558.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -259568.796875 Penalty: 2519.229492
	Iteration 35Q: 3 clusters Score -259568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -259577.687500 Penalty: 2519.229492
	Iteration 36Q: 3 clusters Score -259577.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -259586.312500 Penalty: 2519.229492
	Iteration 37Q: 3 clusters Score -259586.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -259594.265625 Penalty: 2519.229492
	Iteration 38Q: 3 clusters Score -259594.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -259602.906250 Penalty: 2519.229492
	Iteration 39Q: 3 clusters Score -259602.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -259614.359375 Penalty: 2519.229492
	Iteration 40F: 3 clusters Score -259614.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -259622.343750 Penalty: 2519.229492
	Iteration 41Q: 3 clusters Score -259622.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -259628.296875 Penalty: 2519.229492
	Iteration 42Q: 3 clusters Score -259628.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -259631.781250 Penalty: 2519.229492
	Iteration 43Q: 3 clusters Score -259631.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -259634.484375 Penalty: 2519.229492
	Iteration 44Q: 3 clusters Score -259634.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -259636.031250 Penalty: 2519.229492
	Iteration 45Q: 3 clusters Score -259636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -259637.406250 Penalty: 2519.229492
	Iteration 46Q: 3 clusters Score -259637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -259637.500000 Penalty: 2519.229492
	Iteration 47Q: 3 clusters Score -259637.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -259638.078125 Penalty: 2519.229492
	Iteration 48Q: 3 clusters Score -259638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -259638.078125 Penalty: 2519.229492
	Iteration 49F: 3 clusters Score -259638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -62741.656250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -62741.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61770.132812 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -61770.13 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61894.140625 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -61894.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61921.238281 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -61921.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -61943.429688 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -61943.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -61954.460938 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -61954.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -61960.265625 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -61960.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61962.257812 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -61962.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -61964.421875 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -61964.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61966.812500 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -61966.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -61966.812500 Penalty: 1930.555664
	Iteration 9F: 3 clusters Score -61966.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -381422.718750 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -381422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -378475.281250 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -378475.3 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -379196.906250 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -379196.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -379329.875000 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -379329.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -379414.343750 Penalty: 2636.474121
	Iteration 3Q: 3 clusters Score -379414.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -379478.531250 Penalty: 2636.474121
	Iteration 4Q: 3 clusters Score -379478.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -379530.187500 Penalty: 2636.474121
	Iteration 5Q: 3 clusters Score -379530.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -379576.968750 Penalty: 2636.474121
	Iteration 6Q: 3 clusters Score -379577 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -379623.968750 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -379624 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -379678.468750 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -379678.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -379739.312500 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -379739.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -379784.906250 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -379784.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -379829.062500 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -379829.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -379880.593750 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -379880.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -379932.968750 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -379933 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -379978.437500 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -379978.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -380030.687500 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -380030.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -380078.562500 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -380078.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -380112.375000 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -380112.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -380129.968750 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -380130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -380142.156250 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -380142.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -380151.656250 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -380151.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -380159.718750 Penalty: 2636.474121
	Iteration 21Q: 3 clusters Score -380159.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -380168.281250 Penalty: 2636.474121
	Iteration 22Q: 3 clusters Score -380168.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -380176.312500 Penalty: 2636.474121
	Iteration 23Q: 3 clusters Score -380176.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -380185.343750 Penalty: 2636.474121
	Iteration 24Q: 3 clusters Score -380185.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -380193.781250 Penalty: 2636.474121
	Iteration 25Q: 3 clusters Score -380193.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -380200.593750 Penalty: 2636.474121
	Iteration 26Q: 3 clusters Score -380200.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -380207.625000 Penalty: 2636.474121
	Iteration 27Q: 3 clusters Score -380207.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -380212.968750 Penalty: 2636.474121
	Iteration 28Q: 3 clusters Score -380213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -380217.312500 Penalty: 2636.474121
	Iteration 29Q: 3 clusters Score -380217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -380220.062500 Penalty: 2636.474121
	Iteration 30Q: 3 clusters Score -380220.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -380220.562500 Penalty: 2636.474121
	Iteration 31Q: 3 clusters Score -380220.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -380221.625000 Penalty: 2636.474121
	Iteration 32Q: 3 clusters Score -380221.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -380221.750000 Penalty: 2636.474121
	Iteration 33Q: 3 clusters Score -380221.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -380222.750000 Penalty: 2636.474121
	Iteration 34Q: 3 clusters Score -380222.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -380224.656250 Penalty: 2636.474121
	Iteration 35Q: 3 clusters Score -380224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -380225.250000 Penalty: 2636.474121
	Iteration 36Q: 3 clusters Score -380225.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -380225.250000 Penalty: 2636.474121
	Iteration 37Q: 3 clusters Score -380225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -380226.781250 Penalty: 2636.474121
	Iteration 38Q: 3 clusters Score -380226.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -380227.781250 Penalty: 2636.474121
	Iteration 39Q: 3 clusters Score -380227.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -380231.812500 Penalty: 2636.474121
	Iteration 40F: 3 clusters Score -380231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -380233.843750 Penalty: 2636.474121
	Iteration 41Q: 3 clusters Score -380233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -380238.187500 Penalty: 2636.474121
	Iteration 42Q: 3 clusters Score -380238.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -380241.468750 Penalty: 2636.474121
	Iteration 43Q: 3 clusters Score -380241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -380243.718750 Penalty: 2636.474121
	Iteration 44Q: 3 clusters Score -380243.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -380246.781250 Penalty: 2636.474121
	Iteration 45Q: 3 clusters Score -380246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -380250.187500 Penalty: 2636.474121
	Iteration 46Q: 3 clusters Score -380250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -380253.875000 Penalty: 2636.474121
	Iteration 47Q: 3 clusters Score -380253.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -380256.968750 Penalty: 2636.474121
	Iteration 48Q: 3 clusters Score -380257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -380258.031250 Penalty: 2636.474121
	Iteration 49Q: 3 clusters Score -380258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -380259.562500 Penalty: 2636.474121
	Iteration 50Q: 3 clusters Score -380259.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -380261.125000 Penalty: 2636.474121
	Iteration 51Q: 3 clusters Score -380261.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -380266.906250 Penalty: 2636.474121
	Iteration 52Q: 3 clusters Score -380266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -380272.062500 Penalty: 2636.474121
	Iteration 53Q: 3 clusters Score -380272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -380275.156250 Penalty: 2636.474121
	Iteration 54Q: 3 clusters Score -380275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -380279.218750 Penalty: 2636.474121
	Iteration 55Q: 3 clusters Score -380279.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -380284.687500 Penalty: 2636.474121
	Iteration 56Q: 3 clusters Score -380284.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -380288.031250 Penalty: 2636.474121
	Iteration 57Q: 3 clusters Score -380288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -380289.187500 Penalty: 2636.474121
	Iteration 58Q: 3 clusters Score -380289.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -380289.843750 Penalty: 2636.474121
	Iteration 59Q: 3 clusters Score -380289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -380290.500000 Penalty: 2636.474121
	Iteration 60F: 3 clusters Score -380290.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -380293.156250 Penalty: 2636.474121
	Iteration 61Q: 3 clusters Score -380293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -380294.656250 Penalty: 2636.474121
	Iteration 62Q: 3 clusters Score -380294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -380294.656250 Penalty: 2636.474121
	Iteration 63F: 3 clusters Score -380294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10119 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11964 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21519 members 
Mstep: Class 12 contains 13617 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 552 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16337 members 
Mstep: Class 23 contains 89552 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43677 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5484 members 
Mstep: Class 29 contains 26529 members 
Mstep: Class 30 contains 4112 members 
Mstep: Class 31 contains 536 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 37 contains 206 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 37. Lose 2004.224365 but Gain 2079.742188
Score: -40139808.000000 Penalty: 85269.406250
Iteration 159Q: 42 clusters Score -4.013981e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10153 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11965 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21520 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 4779 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 673 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16332 members 
Mstep: Class 23 contains 89555 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43678 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5486 members 
Mstep: Class 29 contains 26525 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4277 members 
Mstep: Class 33 contains 6641 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20849 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142448.000000 Penalty: 85269.406250
Iteration 160F: 42 clusters Score -4.014245e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5406 members 
Mstep: Class 5 contains 6398 members 
Mstep: Class 6 contains 10033 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11967 members 
Mstep: Class 10 contains 2815 members 
Mstep: Class 11 contains 21522 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 687 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16329 members 
Mstep: Class 23 contains 89270 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43679 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5488 members 
Mstep: Class 29 contains 26523 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 558 members 
Mstep: Class 32 contains 4276 members 
Mstep: Class 33 contains 6640 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40146564.000000 Penalty: 85269.406250
Iteration 161Q: 42 clusters Score -4.014656e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6399 members 
Mstep: Class 6 contains 10002 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11969 members 
Mstep: Class 10 contains 2814 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13619 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2641 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16321 members 
Mstep: Class 23 contains 89257 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43679 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5492 members 
Mstep: Class 29 contains 26513 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 561 members 
Mstep: Class 32 contains 4278 members 
Mstep: Class 33 contains 6640 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5498 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148044.000000 Penalty: 85269.406250
Iteration 162Q: 42 clusters Score -4.014804e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1827 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9994 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11969 members 
Mstep: Class 10 contains 2813 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13624 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16314 members 
Mstep: Class 23 contains 89278 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43679 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5497 members 
Mstep: Class 29 contains 26503 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 563 members 
Mstep: Class 32 contains 4280 members 
Mstep: Class 33 contains 6639 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148232.000000 Penalty: 85269.406250
Iteration 163Q: 42 clusters Score -4.014823e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1825 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 9990 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11970 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13624 members 
Mstep: Class 13 contains 7613 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16308 members 
Mstep: Class 23 contains 89283 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43681 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5503 members 
Mstep: Class 29 contains 26496 members 
Mstep: Class 30 contains 4124 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4282 members 
Mstep: Class 33 contains 6639 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148332.000000 Penalty: 85269.406250
Iteration 164Q: 42 clusters Score -4.014833e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 9987 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11971 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 7615 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16302 members 
Mstep: Class 23 contains 89289 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43679 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5512 members 
Mstep: Class 29 contains 26492 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6637 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148300.000000 Penalty: 85269.406250
Iteration 165Q: 42 clusters Score -4.01483e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11973 members 
Mstep: Class 10 contains 2812 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 89294 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43682 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5519 members 
Mstep: Class 29 contains 26485 members 
Mstep: Class 30 contains 4122 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4285 members 
Mstep: Class 33 contains 6636 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148288.000000 Penalty: 85269.406250
Iteration 166Q: 42 clusters Score -4.014829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6401 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 2811 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2639 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89299 members 
Mstep: Class 24 contains 6675 members 
Mstep: Class 25 contains 43682 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5523 members 
Mstep: Class 29 contains 26479 members 
Mstep: Class 30 contains 4124 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148380.000000 Penalty: 85269.406250
Iteration 167Q: 42 clusters Score -4.014838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 21513 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4612 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2640 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16288 members 
Mstep: Class 23 contains 89300 members 
Mstep: Class 24 contains 6676 members 
Mstep: Class 25 contains 43682 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5528 members 
Mstep: Class 29 contains 26471 members 
Mstep: Class 30 contains 4125 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148400.000000 Penalty: 85269.406250
Iteration 168Q: 42 clusters Score -4.01484e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 7617 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89302 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43683 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5533 members 
Mstep: Class 29 contains 26461 members 
Mstep: Class 30 contains 4126 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148368.000000 Penalty: 85269.406250
Iteration 169Q: 42 clusters Score -4.014837e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5403 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2809 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16286 members 
Mstep: Class 23 contains 89304 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5536 members 
Mstep: Class 29 contains 26454 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148384.000000 Penalty: 85269.406250
Iteration 170Q: 42 clusters Score -4.014838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2808 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13622 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16286 members 
Mstep: Class 23 contains 89307 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43685 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5542 members 
Mstep: Class 29 contains 26447 members 
Mstep: Class 30 contains 4127 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148380.000000 Penalty: 85269.406250
Iteration 171Q: 42 clusters Score -4.014838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9982 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2807 members 
Mstep: Class 11 contains 21514 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16286 members 
Mstep: Class 23 contains 89310 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5547 members 
Mstep: Class 29 contains 26436 members 
Mstep: Class 30 contains 4128 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148404.000000 Penalty: 85269.406250
Iteration 172Q: 42 clusters Score -4.01484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9983 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 21515 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6678 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5547 members 
Mstep: Class 29 contains 26431 members 
Mstep: Class 30 contains 4130 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148392.000000 Penalty: 85269.406250
Iteration 173Q: 42 clusters Score -4.014839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26428 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148416.000000 Penalty: 85269.406250
Iteration 174Q: 42 clusters Score -4.014842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5547 members 
Mstep: Class 29 contains 26427 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148412.000000 Penalty: 85269.406250
Iteration 175Q: 42 clusters Score -4.014841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148400.000000 Penalty: 85269.406250
Iteration 176Q: 42 clusters Score -4.01484e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9984 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 707 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148460.000000 Penalty: 85269.406250
Iteration 177F: 42 clusters Score -4.014846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9980 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148448.000000 Penalty: 85269.406250
Iteration 178Q: 42 clusters Score -4.014845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9980 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 561 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148444.000000 Penalty: 85269.406250
Iteration 179Q: 42 clusters Score -4.014844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9979 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89312 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148432.000000 Penalty: 85269.406250
Iteration 180F: 42 clusters Score -4.014843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9976 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 706 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89315 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148444.000000 Penalty: 85269.406250
Iteration 181Q: 42 clusters Score -4.014844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89316 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148444.000000 Penalty: 85269.406250
Iteration 182Q: 42 clusters Score -4.014844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9973 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89318 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148456.000000 Penalty: 85269.406250
Iteration 183Q: 42 clusters Score -4.014846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9972 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89319 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148464.000000 Penalty: 85269.406250
Iteration 184Q: 42 clusters Score -4.014846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9971 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89320 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148472.000000 Penalty: 85269.406250
Iteration 185Q: 42 clusters Score -4.014847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148476.000000 Penalty: 85269.406250
Iteration 186Q: 42 clusters Score -4.014848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40148476.000000 Penalty: 85269.406250
Iteration 187F: 42 clusters Score -4.014848e+07 nChanged 0
Entering ConstructFrom: 
Score: -40148476.000000 Penalty: 85269.406250
Entering ConstructFrom: 
Trying to split cluster 1 (7639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Entering Unmasked Estep 
Score: -859621.312500 Penalty: 1452.916016
	Iteration 0F: 2 clusters Score -859621.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -853925.437500 Penalty: 2905.832031
	Iteration 0F: 3 clusters Score -853925.4 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -855703.750000 Penalty: 2905.832031
	Iteration 1F: 3 clusters Score -855703.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -856036.750000 Penalty: 2905.832031
	Iteration 2F: 3 clusters Score -856036.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -856356.000000 Penalty: 2905.832031
	Iteration 3F: 3 clusters Score -856356 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -856659.312500 Penalty: 2905.832031
	Iteration 4F: 3 clusters Score -856659.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -856973.562500 Penalty: 2905.832031
	Iteration 5F: 3 clusters Score -856973.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -857268.562500 Penalty: 2905.832031
	Iteration 6F: 3 clusters Score -857268.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -857533.250000 Penalty: 2905.832031
	Iteration 7Q: 3 clusters Score -857533.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -857711.062500 Penalty: 2905.832031
	Iteration 8Q: 3 clusters Score -857711.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -857836.000000 Penalty: 2905.832031
	Iteration 9Q: 3 clusters Score -857836 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -857909.562500 Penalty: 2905.832031
	Iteration 10Q: 3 clusters Score -857909.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -857970.562500 Penalty: 2905.832031
	Iteration 11Q: 3 clusters Score -857970.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -858023.437500 Penalty: 2905.832031
	Iteration 12Q: 3 clusters Score -858023.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -858076.250000 Penalty: 2905.832031
	Iteration 13Q: 3 clusters Score -858076.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -858129.437500 Penalty: 2905.832031
	Iteration 14Q: 3 clusters Score -858129.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -858188.750000 Penalty: 2905.832031
	Iteration 15Q: 3 clusters Score -858188.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -858242.437500 Penalty: 2905.832031
	Iteration 16Q: 3 clusters Score -858242.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -858286.937500 Penalty: 2905.832031
	Iteration 17Q: 3 clusters Score -858286.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -858339.500000 Penalty: 2905.832031
	Iteration 18Q: 3 clusters Score -858339.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -858395.687500 Penalty: 2905.832031
	Iteration 19Q: 3 clusters Score -858395.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -858430.375000 Penalty: 2905.832031
	Iteration 20F: 3 clusters Score -858430.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -858455.750000 Penalty: 2905.832031
	Iteration 21Q: 3 clusters Score -858455.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -858469.562500 Penalty: 2905.832031
	Iteration 22Q: 3 clusters Score -858469.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -858483.437500 Penalty: 2905.832031
	Iteration 23Q: 3 clusters Score -858483.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -858501.750000 Penalty: 2905.832031
	Iteration 24Q: 3 clusters Score -858501.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -858531.187500 Penalty: 2905.832031
	Iteration 25Q: 3 clusters Score -858531.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -858559.187500 Penalty: 2905.832031
	Iteration 26Q: 3 clusters Score -858559.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -858579.375000 Penalty: 2905.832031
	Iteration 27Q: 3 clusters Score -858579.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -858592.937500 Penalty: 2905.832031
	Iteration 28Q: 3 clusters Score -858592.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -858605.625000 Penalty: 2905.832031
	Iteration 29Q: 3 clusters Score -858605.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -858620.687500 Penalty: 2905.832031
	Iteration 30Q: 3 clusters Score -858620.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -858634.562500 Penalty: 2905.832031
	Iteration 31Q: 3 clusters Score -858634.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -858646.875000 Penalty: 2905.832031
	Iteration 32Q: 3 clusters Score -858646.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -858663.625000 Penalty: 2905.832031
	Iteration 33Q: 3 clusters Score -858663.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -858679.937500 Penalty: 2905.832031
	Iteration 34Q: 3 clusters Score -858679.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -858701.875000 Penalty: 2905.832031
	Iteration 35Q: 3 clusters Score -858701.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -858728.562500 Penalty: 2905.832031
	Iteration 36Q: 3 clusters Score -858728.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -858755.687500 Penalty: 2905.832031
	Iteration 37Q: 3 clusters Score -858755.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -858786.187500 Penalty: 2905.832031
	Iteration 38Q: 3 clusters Score -858786.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -858816.375000 Penalty: 2905.832031
	Iteration 39Q: 3 clusters Score -858816.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -858834.312500 Penalty: 2905.832031
	Iteration 40F: 3 clusters Score -858834.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -858849.437500 Penalty: 2905.832031
	Iteration 41Q: 3 clusters Score -858849.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -858857.187500 Penalty: 2905.832031
	Iteration 42Q: 3 clusters Score -858857.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -858862.562500 Penalty: 2905.832031
	Iteration 43Q: 3 clusters Score -858862.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -858869.437500 Penalty: 2905.832031
	Iteration 44Q: 3 clusters Score -858869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -858873.125000 Penalty: 2905.832031
	Iteration 45Q: 3 clusters Score -858873.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -858878.375000 Penalty: 2905.832031
	Iteration 46Q: 3 clusters Score -858878.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -858886.250000 Penalty: 2905.832031
	Iteration 47Q: 3 clusters Score -858886.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -858893.437500 Penalty: 2905.832031
	Iteration 48Q: 3 clusters Score -858893.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -858897.625000 Penalty: 2905.832031
	Iteration 49Q: 3 clusters Score -858897.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -858902.062500 Penalty: 2905.832031
	Iteration 50Q: 3 clusters Score -858902.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -858906.625000 Penalty: 2905.832031
	Iteration 51Q: 3 clusters Score -858906.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -858909.062500 Penalty: 2905.832031
	Iteration 52Q: 3 clusters Score -858909.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -858913.437500 Penalty: 2905.832031
	Iteration 53Q: 3 clusters Score -858913.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -858915.375000 Penalty: 2905.832031
	Iteration 54Q: 3 clusters Score -858915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -858917.562500 Penalty: 2905.832031
	Iteration 55Q: 3 clusters Score -858917.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -858918.500000 Penalty: 2905.832031
	Iteration 56Q: 3 clusters Score -858918.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -858918.687500 Penalty: 2905.832031
	Iteration 57Q: 3 clusters Score -858918.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -858920.375000 Penalty: 2905.832031
	Iteration 58Q: 3 clusters Score -858920.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -858919.187500 Penalty: 2905.832031
	Iteration 59Q: 3 clusters Score -858919.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -858920.125000 Penalty: 2905.832031
	Iteration 60F: 3 clusters Score -858920.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -858920.312500 Penalty: 2905.832031
	Iteration 61Q: 3 clusters Score -858920.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -858920.312500 Penalty: 2905.832031
	Iteration 62F: 3 clusters Score -858920.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Entering Unmasked Estep 
Score: -211450.109375 Penalty: 1220.177856
	Iteration 0F: 2 clusters Score -211450.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -209453.687500 Penalty: 2440.355713
	Iteration 0F: 3 clusters Score -209453.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -209818.390625 Penalty: 2440.355713
	Iteration 1F: 3 clusters Score -209818.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -209895.406250 Penalty: 2440.355713
	Iteration 2F: 3 clusters Score -209895.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -209932.687500 Penalty: 2440.355713
	Iteration 3Q: 3 clusters Score -209932.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -209962.187500 Penalty: 2440.355713
	Iteration 4Q: 3 clusters Score -209962.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -209979.500000 Penalty: 2440.355713
	Iteration 5Q: 3 clusters Score -209979.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -209995.312500 Penalty: 2440.355713
	Iteration 6Q: 3 clusters Score -209995.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -210008.671875 Penalty: 2440.355713
	Iteration 7Q: 3 clusters Score -210008.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -210012.718750 Penalty: 2440.355713
	Iteration 8Q: 3 clusters Score -210012.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210017.859375 Penalty: 2440.355713
	Iteration 9Q: 3 clusters Score -210017.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -210021.703125 Penalty: 2440.355713
	Iteration 10Q: 3 clusters Score -210021.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -210025.234375 Penalty: 2440.355713
	Iteration 11Q: 3 clusters Score -210025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -210033.062500 Penalty: 2440.355713
	Iteration 12Q: 3 clusters Score -210033.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -210042.171875 Penalty: 2440.355713
	Iteration 13Q: 3 clusters Score -210042.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210050.328125 Penalty: 2440.355713
	Iteration 14Q: 3 clusters Score -210050.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -210058.250000 Penalty: 2440.355713
	Iteration 15Q: 3 clusters Score -210058.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -210064.328125 Penalty: 2440.355713
	Iteration 16Q: 3 clusters Score -210064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -210066.406250 Penalty: 2440.355713
	Iteration 17Q: 3 clusters Score -210066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210067.828125 Penalty: 2440.355713
	Iteration 18Q: 3 clusters Score -210067.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210069.812500 Penalty: 2440.355713
	Iteration 19Q: 3 clusters Score -210069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -210071.906250 Penalty: 2440.355713
	Iteration 20F: 3 clusters Score -210071.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -210076.437500 Penalty: 2440.355713
	Iteration 21Q: 3 clusters Score -210076.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -210077.718750 Penalty: 2440.355713
	Iteration 22Q: 3 clusters Score -210077.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -210079.250000 Penalty: 2440.355713
	Iteration 23Q: 3 clusters Score -210079.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -210081.734375 Penalty: 2440.355713
	Iteration 24Q: 3 clusters Score -210081.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210083.906250 Penalty: 2440.355713
	Iteration 25Q: 3 clusters Score -210083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -210084.578125 Penalty: 2440.355713
	Iteration 26Q: 3 clusters Score -210084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -210084.968750 Penalty: 2440.355713
	Iteration 27Q: 3 clusters Score -210085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -210085.218750 Penalty: 2440.355713
	Iteration 28Q: 3 clusters Score -210085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -210086.015625 Penalty: 2440.355713
	Iteration 29Q: 3 clusters Score -210086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -210086.203125 Penalty: 2440.355713
	Iteration 30Q: 3 clusters Score -210086.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -210086.109375 Penalty: 2440.355713
	Iteration 31Q: 3 clusters Score -210086.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -210086.109375 Penalty: 2440.355713
	Iteration 32F: 3 clusters Score -210086.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -96853.882812 Penalty: 1102.290283
	Iteration 0F: 2 clusters Score -96853.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95488.328125 Penalty: 2204.580566
	Iteration 0F: 3 clusters Score -95488.33 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -95701.726562 Penalty: 2204.580566
	Iteration 1F: 3 clusters Score -95701.73 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -95772.218750 Penalty: 2204.580566
	Iteration 2F: 3 clusters Score -95772.22 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -95835.562500 Penalty: 2204.580566
	Iteration 3Q: 3 clusters Score -95835.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -95881.179688 Penalty: 2204.580566
	Iteration 4Q: 3 clusters Score -95881.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -95930.234375 Penalty: 2204.580566
	Iteration 5Q: 3 clusters Score -95930.23 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -95970.539062 Penalty: 2204.580566
	Iteration 6Q: 3 clusters Score -95970.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -96019.632812 Penalty: 2204.580566
	Iteration 7Q: 3 clusters Score -96019.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -96032.843750 Penalty: 2204.580566
	Iteration 8Q: 3 clusters Score -96032.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -96046.992188 Penalty: 2204.580566
	Iteration 9Q: 3 clusters Score -96046.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -96058.156250 Penalty: 2204.580566
	Iteration 10Q: 3 clusters Score -96058.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -96062.234375 Penalty: 2204.580566
	Iteration 11Q: 3 clusters Score -96062.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -96064.515625 Penalty: 2204.580566
	Iteration 12Q: 3 clusters Score -96064.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -96066.304688 Penalty: 2204.580566
	Iteration 13Q: 3 clusters Score -96066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -96068.734375 Penalty: 2204.580566
	Iteration 14Q: 3 clusters Score -96068.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -96070.953125 Penalty: 2204.580566
	Iteration 15Q: 3 clusters Score -96070.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -96076.242188 Penalty: 2204.580566
	Iteration 16Q: 3 clusters Score -96076.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96084.414062 Penalty: 2204.580566
	Iteration 17Q: 3 clusters Score -96084.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -96089.429688 Penalty: 2204.580566
	Iteration 18Q: 3 clusters Score -96089.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -96093.585938 Penalty: 2204.580566
	Iteration 19Q: 3 clusters Score -96093.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -96099.757812 Penalty: 2204.580566
	Iteration 20F: 3 clusters Score -96099.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -96102.359375 Penalty: 2204.580566
	Iteration 21Q: 3 clusters Score -96102.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -96103.015625 Penalty: 2204.580566
	Iteration 22Q: 3 clusters Score -96103.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -96103.015625 Penalty: 2204.580566
	Iteration 23F: 3 clusters Score -96103.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Entering Unmasked Estep 
Score: -605802.375000 Penalty: 1396.670288
	Iteration 0F: 2 clusters Score -605802.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -601550.937500 Penalty: 2793.340576
	Iteration 0F: 3 clusters Score -601550.9 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -602812.187500 Penalty: 2793.340576
	Iteration 1F: 3 clusters Score -602812.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -603002.500000 Penalty: 2793.340576
	Iteration 2F: 3 clusters Score -603002.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -603132.812500 Penalty: 2793.340576
	Iteration 3Q: 3 clusters Score -603132.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -603256.687500 Penalty: 2793.340576
	Iteration 4Q: 3 clusters Score -603256.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -603392.500000 Penalty: 2793.340576
	Iteration 5Q: 3 clusters Score -603392.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -603523.375000 Penalty: 2793.340576
	Iteration 6Q: 3 clusters Score -603523.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -603658.312500 Penalty: 2793.340576
	Iteration 7Q: 3 clusters Score -603658.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -603793.812500 Penalty: 2793.340576
	Iteration 8Q: 3 clusters Score -603793.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -603925.187500 Penalty: 2793.340576
	Iteration 9Q: 3 clusters Score -603925.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -604045.437500 Penalty: 2793.340576
	Iteration 10Q: 3 clusters Score -604045.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -604149.062500 Penalty: 2793.340576
	Iteration 11Q: 3 clusters Score -604149.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -604237.812500 Penalty: 2793.340576
	Iteration 12Q: 3 clusters Score -604237.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -604317.250000 Penalty: 2793.340576
	Iteration 13Q: 3 clusters Score -604317.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -604391.375000 Penalty: 2793.340576
	Iteration 14Q: 3 clusters Score -604391.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -604445.375000 Penalty: 2793.340576
	Iteration 15Q: 3 clusters Score -604445.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -604472.875000 Penalty: 2793.340576
	Iteration 16Q: 3 clusters Score -604472.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -604496.625000 Penalty: 2793.340576
	Iteration 17Q: 3 clusters Score -604496.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -604513.750000 Penalty: 2793.340576
	Iteration 18Q: 3 clusters Score -604513.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -604528.750000 Penalty: 2793.340576
	Iteration 19Q: 3 clusters Score -604528.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -604546.062500 Penalty: 2793.340576
	Iteration 20F: 3 clusters Score -604546.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -604562.312500 Penalty: 2793.340576
	Iteration 21Q: 3 clusters Score -604562.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -604578.250000 Penalty: 2793.340576
	Iteration 22Q: 3 clusters Score -604578.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -604596.000000 Penalty: 2793.340576
	Iteration 23Q: 3 clusters Score -604596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -604613.250000 Penalty: 2793.340576
	Iteration 24Q: 3 clusters Score -604613.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -604625.937500 Penalty: 2793.340576
	Iteration 25Q: 3 clusters Score -604625.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -604633.875000 Penalty: 2793.340576
	Iteration 26Q: 3 clusters Score -604633.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -604646.375000 Penalty: 2793.340576
	Iteration 27Q: 3 clusters Score -604646.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -604658.375000 Penalty: 2793.340576
	Iteration 28Q: 3 clusters Score -604658.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -604670.625000 Penalty: 2793.340576
	Iteration 29Q: 3 clusters Score -604670.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -604679.875000 Penalty: 2793.340576
	Iteration 30Q: 3 clusters Score -604679.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -604685.500000 Penalty: 2793.340576
	Iteration 31Q: 3 clusters Score -604685.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -604689.375000 Penalty: 2793.340576
	Iteration 32Q: 3 clusters Score -604689.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -604694.250000 Penalty: 2793.340576
	Iteration 33Q: 3 clusters Score -604694.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -604696.625000 Penalty: 2793.340576
	Iteration 34Q: 3 clusters Score -604696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -604706.250000 Penalty: 2793.340576
	Iteration 35Q: 3 clusters Score -604706.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -604712.187500 Penalty: 2793.340576
	Iteration 36Q: 3 clusters Score -604712.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -604721.375000 Penalty: 2793.340576
	Iteration 37Q: 3 clusters Score -604721.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -604728.750000 Penalty: 2793.340576
	Iteration 38Q: 3 clusters Score -604728.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -604734.250000 Penalty: 2793.340576
	Iteration 39Q: 3 clusters Score -604734.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -604738.562500 Penalty: 2793.340576
	Iteration 40F: 3 clusters Score -604738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -604743.500000 Penalty: 2793.340576
	Iteration 41Q: 3 clusters Score -604743.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -604749.062500 Penalty: 2793.340576
	Iteration 42Q: 3 clusters Score -604749.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -604754.687500 Penalty: 2793.340576
	Iteration 43Q: 3 clusters Score -604754.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -604758.937500 Penalty: 2793.340576
	Iteration 44Q: 3 clusters Score -604758.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -604764.937500 Penalty: 2793.340576
	Iteration 45Q: 3 clusters Score -604764.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -604770.875000 Penalty: 2793.340576
	Iteration 46Q: 3 clusters Score -604770.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -604776.187500 Penalty: 2793.340576
	Iteration 47Q: 3 clusters Score -604776.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -604783.562500 Penalty: 2793.340576
	Iteration 48Q: 3 clusters Score -604783.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -604791.937500 Penalty: 2793.340576
	Iteration 49Q: 3 clusters Score -604791.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -604799.750000 Penalty: 2793.340576
	Iteration 50Q: 3 clusters Score -604799.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -604809.625000 Penalty: 2793.340576
	Iteration 51Q: 3 clusters Score -604809.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -604819.875000 Penalty: 2793.340576
	Iteration 52Q: 3 clusters Score -604819.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -604836.937500 Penalty: 2793.340576
	Iteration 53Q: 3 clusters Score -604836.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -604852.750000 Penalty: 2793.340576
	Iteration 54Q: 3 clusters Score -604852.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -604864.875000 Penalty: 2793.340576
	Iteration 55Q: 3 clusters Score -604864.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -604875.500000 Penalty: 2793.340576
	Iteration 56Q: 3 clusters Score -604875.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -604881.687500 Penalty: 2793.340576
	Iteration 57Q: 3 clusters Score -604881.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -604889.375000 Penalty: 2793.340576
	Iteration 58Q: 3 clusters Score -604889.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -604898.375000 Penalty: 2793.340576
	Iteration 59Q: 3 clusters Score -604898.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -604905.812500 Penalty: 2793.340576
	Iteration 60F: 3 clusters Score -604905.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -604914.437500 Penalty: 2793.340576
	Iteration 61Q: 3 clusters Score -604914.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -604920.562500 Penalty: 2793.340576
	Iteration 62Q: 3 clusters Score -604920.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -604931.875000 Penalty: 2793.340576
	Iteration 63Q: 3 clusters Score -604931.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -604944.250000 Penalty: 2793.340576
	Iteration 64Q: 3 clusters Score -604944.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -604960.625000 Penalty: 2793.340576
	Iteration 65Q: 3 clusters Score -604960.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -604980.812500 Penalty: 2793.340576
	Iteration 66Q: 3 clusters Score -604980.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -604997.500000 Penalty: 2793.340576
	Iteration 67Q: 3 clusters Score -604997.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -605012.000000 Penalty: 2793.340576
	Iteration 68Q: 3 clusters Score -605012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -605025.562500 Penalty: 2793.340576
	Iteration 69Q: 3 clusters Score -605025.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -605041.562500 Penalty: 2793.340576
	Iteration 70Q: 3 clusters Score -605041.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -605057.500000 Penalty: 2793.340576
	Iteration 71Q: 3 clusters Score -605057.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -605075.937500 Penalty: 2793.340576
	Iteration 72Q: 3 clusters Score -605075.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -605095.812500 Penalty: 2793.340576
	Iteration 73Q: 3 clusters Score -605095.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -605108.875000 Penalty: 2793.340576
	Iteration 74Q: 3 clusters Score -605108.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -605117.000000 Penalty: 2793.340576
	Iteration 75Q: 3 clusters Score -605117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -605122.687500 Penalty: 2793.340576
	Iteration 76Q: 3 clusters Score -605122.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -605128.000000 Penalty: 2793.340576
	Iteration 77Q: 3 clusters Score -605128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -605130.187500 Penalty: 2793.340576
	Iteration 78Q: 3 clusters Score -605130.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -605133.312500 Penalty: 2793.340576
	Iteration 79Q: 3 clusters Score -605133.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -605136.375000 Penalty: 2793.340576
	Iteration 80F: 3 clusters Score -605136.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -605136.750000 Penalty: 2793.340576
	Iteration 81Q: 3 clusters Score -605136.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -605140.750000 Penalty: 2793.340576
	Iteration 82Q: 3 clusters Score -605140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -605141.937500 Penalty: 2793.340576
	Iteration 83Q: 3 clusters Score -605141.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -605141.437500 Penalty: 2793.340576
	Iteration 84Q: 3 clusters Score -605141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -605141.437500 Penalty: 2793.340576
	Iteration 85F: 3 clusters Score -605141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Entering Unmasked Estep 
Score: -750807.937500 Penalty: 1424.158691
	Iteration 0F: 2 clusters Score -750807.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -745896.750000 Penalty: 2848.317383
	Iteration 0F: 3 clusters Score -745896.8 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -747279.375000 Penalty: 2848.317383
	Iteration 1F: 3 clusters Score -747279.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -747446.062500 Penalty: 2848.317383
	Iteration 2F: 3 clusters Score -747446.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -747571.062500 Penalty: 2848.317383
	Iteration 3Q: 3 clusters Score -747571.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -747679.500000 Penalty: 2848.317383
	Iteration 4Q: 3 clusters Score -747679.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -747763.437500 Penalty: 2848.317383
	Iteration 5Q: 3 clusters Score -747763.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -747841.500000 Penalty: 2848.317383
	Iteration 6Q: 3 clusters Score -747841.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -747938.750000 Penalty: 2848.317383
	Iteration 7Q: 3 clusters Score -747938.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -748031.125000 Penalty: 2848.317383
	Iteration 8Q: 3 clusters Score -748031.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -748118.875000 Penalty: 2848.317383
	Iteration 9Q: 3 clusters Score -748118.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -748219.687500 Penalty: 2848.317383
	Iteration 10Q: 3 clusters Score -748219.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -748321.125000 Penalty: 2848.317383
	Iteration 11Q: 3 clusters Score -748321.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -748445.250000 Penalty: 2848.317383
	Iteration 12Q: 3 clusters Score -748445.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -748576.812500 Penalty: 2848.317383
	Iteration 13Q: 3 clusters Score -748576.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -748708.062500 Penalty: 2848.317383
	Iteration 14Q: 3 clusters Score -748708.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -748855.812500 Penalty: 2848.317383
	Iteration 15Q: 3 clusters Score -748855.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -748984.437500 Penalty: 2848.317383
	Iteration 16Q: 3 clusters Score -748984.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -749104.187500 Penalty: 2848.317383
	Iteration 17Q: 3 clusters Score -749104.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -749205.937500 Penalty: 2848.317383
	Iteration 18Q: 3 clusters Score -749205.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -749286.562500 Penalty: 2848.317383
	Iteration 19Q: 3 clusters Score -749286.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -749358.812500 Penalty: 2848.317383
	Iteration 20F: 3 clusters Score -749358.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -749418.000000 Penalty: 2848.317383
	Iteration 21Q: 3 clusters Score -749418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -749456.500000 Penalty: 2848.317383
	Iteration 22Q: 3 clusters Score -749456.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -749480.000000 Penalty: 2848.317383
	Iteration 23Q: 3 clusters Score -749480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -749495.250000 Penalty: 2848.317383
	Iteration 24Q: 3 clusters Score -749495.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -749512.875000 Penalty: 2848.317383
	Iteration 25Q: 3 clusters Score -749512.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -749533.562500 Penalty: 2848.317383
	Iteration 26Q: 3 clusters Score -749533.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -749546.125000 Penalty: 2848.317383
	Iteration 27Q: 3 clusters Score -749546.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -749556.375000 Penalty: 2848.317383
	Iteration 28Q: 3 clusters Score -749556.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -749563.812500 Penalty: 2848.317383
	Iteration 29Q: 3 clusters Score -749563.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -749577.875000 Penalty: 2848.317383
	Iteration 30Q: 3 clusters Score -749577.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -749590.125000 Penalty: 2848.317383
	Iteration 31Q: 3 clusters Score -749590.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -749601.812500 Penalty: 2848.317383
	Iteration 32Q: 3 clusters Score -749601.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -749619.562500 Penalty: 2848.317383
	Iteration 33Q: 3 clusters Score -749619.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -749634.062500 Penalty: 2848.317383
	Iteration 34Q: 3 clusters Score -749634.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -749648.187500 Penalty: 2848.317383
	Iteration 35Q: 3 clusters Score -749648.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -749657.500000 Penalty: 2848.317383
	Iteration 36Q: 3 clusters Score -749657.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -749665.375000 Penalty: 2848.317383
	Iteration 37Q: 3 clusters Score -749665.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -749674.687500 Penalty: 2848.317383
	Iteration 38Q: 3 clusters Score -749674.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -749682.687500 Penalty: 2848.317383
	Iteration 39Q: 3 clusters Score -749682.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -749687.937500 Penalty: 2848.317383
	Iteration 40F: 3 clusters Score -749687.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -749692.000000 Penalty: 2848.317383
	Iteration 41Q: 3 clusters Score -749692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -749691.562500 Penalty: 2848.317383
	Iteration 42Q: 3 clusters Score -749691.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -749693.562500 Penalty: 2848.317383
	Iteration 43Q: 3 clusters Score -749693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -749695.062500 Penalty: 2848.317383
	Iteration 44Q: 3 clusters Score -749695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -749694.750000 Penalty: 2848.317383
	Iteration 45Q: 3 clusters Score -749694.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -749694.750000 Penalty: 2848.317383
	Iteration 46Q: 3 clusters Score -749694.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -749694.875000 Penalty: 2848.317383
	Iteration 47Q: 3 clusters Score -749694.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -749697.125000 Penalty: 2848.317383
	Iteration 48Q: 3 clusters Score -749697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -749697.375000 Penalty: 2848.317383
	Iteration 49Q: 3 clusters Score -749697.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -749699.125000 Penalty: 2848.317383
	Iteration 50Q: 3 clusters Score -749699.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -749698.750000 Penalty: 2848.317383
	Iteration 51Q: 3 clusters Score -749698.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -749702.812500 Penalty: 2848.317383
	Iteration 52Q: 3 clusters Score -749702.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -749702.562500 Penalty: 2848.317383
	Iteration 53Q: 3 clusters Score -749702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -749703.625000 Penalty: 2848.317383
	Iteration 54Q: 3 clusters Score -749703.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -749705.187500 Penalty: 2848.317383
	Iteration 55Q: 3 clusters Score -749705.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -749705.875000 Penalty: 2848.317383
	Iteration 56Q: 3 clusters Score -749705.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -749709.562500 Penalty: 2848.317383
	Iteration 57Q: 3 clusters Score -749709.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -749711.437500 Penalty: 2848.317383
	Iteration 58Q: 3 clusters Score -749711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -749715.687500 Penalty: 2848.317383
	Iteration 59Q: 3 clusters Score -749715.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -749718.875000 Penalty: 2848.317383
	Iteration 60F: 3 clusters Score -749718.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -749719.125000 Penalty: 2848.317383
	Iteration 61Q: 3 clusters Score -749719.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -749717.125000 Penalty: 2848.317383
	Iteration 62Q: 3 clusters Score -749717.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -749719.750000 Penalty: 2848.317383
	Iteration 63Q: 3 clusters Score -749719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -749722.687500 Penalty: 2848.317383
	Iteration 64Q: 3 clusters Score -749722.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -749724.562500 Penalty: 2848.317383
	Iteration 65Q: 3 clusters Score -749724.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -749726.562500 Penalty: 2848.317383
	Iteration 66Q: 3 clusters Score -749726.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -749727.125000 Penalty: 2848.317383
	Iteration 67Q: 3 clusters Score -749727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -749727.187500 Penalty: 2848.317383
	Iteration 68Q: 3 clusters Score -749727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -749728.437500 Penalty: 2848.317383
	Iteration 69Q: 3 clusters Score -749728.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -749727.125000 Penalty: 2848.317383
	Iteration 70Q: 3 clusters Score -749727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -749726.687500 Penalty: 2848.317383
	Iteration 71Q: 3 clusters Score -749726.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -749728.437500 Penalty: 2848.317383
	Iteration 72Q: 3 clusters Score -749728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -749728.437500 Penalty: 2848.317383
	Iteration 73F: 3 clusters Score -749728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Entering Unmasked Estep 
Score: -1120890.375000 Penalty: 1496.192017
	Iteration 0F: 2 clusters Score -1120890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1113888.250000 Penalty: 2992.384033
	Iteration 0F: 3 clusters Score -1113888 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1117045.500000 Penalty: 2992.384033
	Iteration 1F: 3 clusters Score -1117046 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1118245.000000 Penalty: 2992.384033
	Iteration 2F: 3 clusters Score -1118245 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1119303.500000 Penalty: 2992.384033
	Iteration 3F: 3 clusters Score -1119304 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1120073.625000 Penalty: 2992.384033
	Iteration 4F: 3 clusters Score -1120074 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -1120489.250000 Penalty: 2992.384033
	Iteration 5F: 3 clusters Score -1120489 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1120674.875000 Penalty: 2992.384033
	Iteration 6Q: 3 clusters Score -1120675 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1120798.625000 Penalty: 2992.384033
	Iteration 7Q: 3 clusters Score -1120799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1120865.250000 Penalty: 2992.384033
	Iteration 8Q: 3 clusters Score -1120865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1120916.750000 Penalty: 2992.384033
	Iteration 9Q: 3 clusters Score -1120917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1120946.500000 Penalty: 2992.384033
	Iteration 10Q: 3 clusters Score -1120946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1120965.125000 Penalty: 2992.384033
	Iteration 11Q: 3 clusters Score -1120965 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1120976.375000 Penalty: 2992.384033
	Iteration 12Q: 3 clusters Score -1120976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1120983.250000 Penalty: 2992.384033
	Iteration 13Q: 3 clusters Score -1120983 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1120989.250000 Penalty: 2992.384033
	Iteration 14Q: 3 clusters Score -1120989 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1120993.750000 Penalty: 2992.384033
	Iteration 15Q: 3 clusters Score -1120994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1121002.875000 Penalty: 2992.384033
	Iteration 16Q: 3 clusters Score -1121003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1121009.375000 Penalty: 2992.384033
	Iteration 17Q: 3 clusters Score -1121009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1121010.500000 Penalty: 2992.384033
	Iteration 18Q: 3 clusters Score -1121010 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1121012.125000 Penalty: 2992.384033
	Iteration 19Q: 3 clusters Score -1121012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1121015.250000 Penalty: 2992.384033
	Iteration 20F: 3 clusters Score -1121015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1121017.000000 Penalty: 2992.384033
	Iteration 21Q: 3 clusters Score -1121017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1121020.500000 Penalty: 2992.384033
	Iteration 22Q: 3 clusters Score -1121020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1121020.125000 Penalty: 2992.384033
	Iteration 23Q: 3 clusters Score -1121020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1121022.375000 Penalty: 2992.384033
	Iteration 24Q: 3 clusters Score -1121022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1121023.500000 Penalty: 2992.384033
	Iteration 25Q: 3 clusters Score -1121024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1121024.875000 Penalty: 2992.384033
	Iteration 26Q: 3 clusters Score -1121025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1121024.500000 Penalty: 2992.384033
	Iteration 27Q: 3 clusters Score -1121024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1121025.500000 Penalty: 2992.384033
	Iteration 28Q: 3 clusters Score -1121026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1121025.500000 Penalty: 2992.384033
	Iteration 29F: 3 clusters Score -1121026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 8827 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 1143 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
Score: -40148124.000000 Penalty: 87349.148438
Splitting cluster 6 changes total score from -40148476.000000 to -40148124.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -161669.421875 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -161669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -159926.953125 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -159927 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -160381.562500 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -160381.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -160593.156250 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -160593.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -160759.500000 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -160759.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -160853.890625 Penalty: 2371.554688
	Iteration 4F: 3 clusters Score -160853.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -160918.953125 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -160919 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -160952.687500 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -160952.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -160971.437500 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -160971.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -160989.843750 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -160989.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -161003.281250 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -161003.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -161014.015625 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -161014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -161018.250000 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -161018.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -161023.734375 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -161023.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -161036.890625 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -161036.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -161060.234375 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -161060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -161068.843750 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -161068.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -161075.250000 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -161075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -161079.125000 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -161079.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -161079.984375 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -161080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -161080.734375 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -161080.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -161080.734375 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -161080.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Entering Unmasked Estep 
Score: -240864.328125 Penalty: 1272.959961
	Iteration 0F: 2 clusters Score -240864.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -238479.828125 Penalty: 2545.919922
	Iteration 0F: 3 clusters Score -238479.8 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -239196.609375 Penalty: 2545.919922
	Iteration 1F: 3 clusters Score -239196.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -239517.640625 Penalty: 2545.919922
	Iteration 2F: 3 clusters Score -239517.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -239835.375000 Penalty: 2545.919922
	Iteration 3F: 3 clusters Score -239835.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -240177.265625 Penalty: 2545.919922
	Iteration 4F: 3 clusters Score -240177.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -240562.437500 Penalty: 2545.919922
	Iteration 5F: 3 clusters Score -240562.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -240807.625000 Penalty: 2545.919922
	Iteration 6F: 3 clusters Score -240807.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -240945.656250 Penalty: 2545.919922
	Iteration 7Q: 3 clusters Score -240945.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -241052.234375 Penalty: 2545.919922
	Iteration 8Q: 3 clusters Score -241052.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -241109.328125 Penalty: 2545.919922
	Iteration 9Q: 3 clusters Score -241109.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -241136.593750 Penalty: 2545.919922
	Iteration 10Q: 3 clusters Score -241136.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -241154.906250 Penalty: 2545.919922
	Iteration 11Q: 3 clusters Score -241154.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -241177.656250 Penalty: 2545.919922
	Iteration 12Q: 3 clusters Score -241177.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -241196.906250 Penalty: 2545.919922
	Iteration 13Q: 3 clusters Score -241196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -241215.765625 Penalty: 2545.919922
	Iteration 14Q: 3 clusters Score -241215.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -241228.937500 Penalty: 2545.919922
	Iteration 15Q: 3 clusters Score -241228.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -241242.250000 Penalty: 2545.919922
	Iteration 16Q: 3 clusters Score -241242.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -241252.109375 Penalty: 2545.919922
	Iteration 17Q: 3 clusters Score -241252.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -241261.796875 Penalty: 2545.919922
	Iteration 18Q: 3 clusters Score -241261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -241265.296875 Penalty: 2545.919922
	Iteration 19Q: 3 clusters Score -241265.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -241270.375000 Penalty: 2545.919922
	Iteration 20F: 3 clusters Score -241270.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -241272.500000 Penalty: 2545.919922
	Iteration 21Q: 3 clusters Score -241272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -241274.515625 Penalty: 2545.919922
	Iteration 22Q: 3 clusters Score -241274.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -241277.671875 Penalty: 2545.919922
	Iteration 23Q: 3 clusters Score -241277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -241279.171875 Penalty: 2545.919922
	Iteration 24Q: 3 clusters Score -241279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -241280.015625 Penalty: 2545.919922
	Iteration 25Q: 3 clusters Score -241280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -241280.015625 Penalty: 2545.919922
	Iteration 26F: 3 clusters Score -241280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 21516 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 956 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
Score: -40148108.000000 Penalty: 87349.148438
Splitting cluster 8 changes total score from -40148476.000000 to -40148108.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Entering Unmasked Estep 
Score: -1373810.375000 Penalty: 1525.968628
	Iteration 0F: 2 clusters Score -1373810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1365492.250000 Penalty: 3051.937256
	Iteration 0F: 3 clusters Score -1365492 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1368377.875000 Penalty: 3051.937256
	Iteration 1F: 3 clusters Score -1368378 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1368725.625000 Penalty: 3051.937256
	Iteration 2F: 3 clusters Score -1368726 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -1369102.750000 Penalty: 3051.937256
	Iteration 3F: 3 clusters Score -1369103 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1369545.875000 Penalty: 3051.937256
	Iteration 4F: 3 clusters Score -1369546 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -1370083.250000 Penalty: 3051.937256
	Iteration 5F: 3 clusters Score -1370083 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1370656.625000 Penalty: 3051.937256
	Iteration 6F: 3 clusters Score -1370657 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1371192.500000 Penalty: 3051.937256
	Iteration 7F: 3 clusters Score -1371192 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1371603.625000 Penalty: 3051.937256
	Iteration 8Q: 3 clusters Score -1371604 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1371921.375000 Penalty: 3051.937256
	Iteration 9Q: 3 clusters Score -1371921 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1372135.000000 Penalty: 3051.937256
	Iteration 10Q: 3 clusters Score -1372135 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1372292.250000 Penalty: 3051.937256
	Iteration 11Q: 3 clusters Score -1372292 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1372395.000000 Penalty: 3051.937256
	Iteration 12Q: 3 clusters Score -1372395 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1372470.500000 Penalty: 3051.937256
	Iteration 13Q: 3 clusters Score -1372470 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1372514.250000 Penalty: 3051.937256
	Iteration 14Q: 3 clusters Score -1372514 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1372548.125000 Penalty: 3051.937256
	Iteration 15Q: 3 clusters Score -1372548 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1372574.750000 Penalty: 3051.937256
	Iteration 16Q: 3 clusters Score -1372575 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1372595.250000 Penalty: 3051.937256
	Iteration 17Q: 3 clusters Score -1372595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1372613.750000 Penalty: 3051.937256
	Iteration 18Q: 3 clusters Score -1372614 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1372630.000000 Penalty: 3051.937256
	Iteration 19Q: 3 clusters Score -1372630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1372638.125000 Penalty: 3051.937256
	Iteration 20F: 3 clusters Score -1372638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1372652.750000 Penalty: 3051.937256
	Iteration 21Q: 3 clusters Score -1372653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1372659.500000 Penalty: 3051.937256
	Iteration 22Q: 3 clusters Score -1372660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1372663.750000 Penalty: 3051.937256
	Iteration 23Q: 3 clusters Score -1372664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1372665.000000 Penalty: 3051.937256
	Iteration 24Q: 3 clusters Score -1372665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1372664.750000 Penalty: 3051.937256
	Iteration 25Q: 3 clusters Score -1372665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1372664.875000 Penalty: 3051.937256
	Iteration 26Q: 3 clusters Score -1372665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1372665.750000 Penalty: 3051.937256
	Iteration 27Q: 3 clusters Score -1372666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1372666.375000 Penalty: 3051.937256
	Iteration 28Q: 3 clusters Score -1372666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1372667.500000 Penalty: 3051.937256
	Iteration 29Q: 3 clusters Score -1372668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11656 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1372667.875000 Penalty: 3051.937256
	Iteration 30Q: 3 clusters Score -1372668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1372669.375000 Penalty: 3051.937256
	Iteration 31Q: 3 clusters Score -1372669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1372671.125000 Penalty: 3051.937256
	Iteration 32Q: 3 clusters Score -1372671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11661 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1372674.625000 Penalty: 3051.937256
	Iteration 33Q: 3 clusters Score -1372675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11663 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1372675.000000 Penalty: 3051.937256
	Iteration 34Q: 3 clusters Score -1372675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1372673.875000 Penalty: 3051.937256
	Iteration 35Q: 3 clusters Score -1372674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1372673.875000 Penalty: 3051.937256
	Iteration 36Q: 3 clusters Score -1372674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1372673.875000 Penalty: 3051.937256
	Iteration 37F: 3 clusters Score -1372674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -315542.437500 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -315542.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -312932.531250 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -312932.5 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -313533.156250 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -313533.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -313675.875000 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -313675.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -313764.875000 Penalty: 2580.110840
	Iteration 3F: 3 clusters Score -313764.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -313830.531250 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -313830.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -313877.031250 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -313877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -313915.937500 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -313915.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -313955.218750 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -313955.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -313990.000000 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -313990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -314028.406250 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -314028.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -314051.031250 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -314051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -314069.312500 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -314069.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -314082.500000 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -314082.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -314095.750000 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -314095.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -314106.625000 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -314106.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -314117.781250 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -314117.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -314125.218750 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -314125.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -314132.718750 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -314132.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -314139.625000 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -314139.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -314149.125000 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -314149.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -314161.625000 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -314161.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -314169.000000 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -314169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314178.968750 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -314179 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -314189.125000 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -314189.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -314194.843750 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -314194.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -314201.718750 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -314201.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -314207.062500 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -314207.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -314212.656250 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -314212.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -314216.218750 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -314216.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -314218.718750 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -314218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -314221.312500 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -314221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -314224.093750 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -314224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -314227.468750 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -314227.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -314230.187500 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -314230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314233.625000 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -314233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314238.937500 Penalty: 2580.110840
	Iteration 35Q: 3 clusters Score -314238.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -314243.218750 Penalty: 2580.110840
	Iteration 36Q: 3 clusters Score -314243.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314246.562500 Penalty: 2580.110840
	Iteration 37Q: 3 clusters Score -314246.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -314248.093750 Penalty: 2580.110840
	Iteration 38Q: 3 clusters Score -314248.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -314248.593750 Penalty: 2580.110840
	Iteration 39Q: 3 clusters Score -314248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -314248.468750 Penalty: 2580.110840
	Iteration 40F: 3 clusters Score -314248.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314250.812500 Penalty: 2580.110840
	Iteration 41Q: 3 clusters Score -314250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -314253.937500 Penalty: 2580.110840
	Iteration 42Q: 3 clusters Score -314253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -314256.531250 Penalty: 2580.110840
	Iteration 43Q: 3 clusters Score -314256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -314257.187500 Penalty: 2580.110840
	Iteration 44Q: 3 clusters Score -314257.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -314257.281250 Penalty: 2580.110840
	Iteration 45Q: 3 clusters Score -314257.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -314257.281250 Penalty: 2580.110840
	Iteration 46F: 3 clusters Score -314257.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Entering Unmasked Estep 
Score: -2458636.750000 Penalty: 1621.189697
	Iteration 0F: 2 clusters Score -2458637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2443838.250000 Penalty: 3242.379395
	Iteration 0F: 3 clusters Score -2443838 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2449336.000000 Penalty: 3242.379395
	Iteration 1F: 3 clusters Score -2449336 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2449948.000000 Penalty: 3242.379395
	Iteration 2F: 3 clusters Score -2449948 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2450725.000000 Penalty: 3242.379395
	Iteration 3F: 3 clusters Score -2450725 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2451824.000000 Penalty: 3242.379395
	Iteration 4F: 3 clusters Score -2451824 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2453314.000000 Penalty: 3242.379395
	Iteration 5F: 3 clusters Score -2453314 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -2455183.500000 Penalty: 3242.379395
	Iteration 6F: 3 clusters Score -2455184 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -2457148.500000 Penalty: 3242.379395
	Iteration 7F: 3 clusters Score -2457148 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2458554.250000 Penalty: 3242.379395
	Iteration 8F: 3 clusters Score -2458554 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -2459135.250000 Penalty: 3242.379395
	Iteration 9Q: 3 clusters Score -2459135 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2459348.500000 Penalty: 3242.379395
	Iteration 10Q: 3 clusters Score -2459348 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -2459458.750000 Penalty: 3242.379395
	Iteration 11Q: 3 clusters Score -2459459 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2459511.250000 Penalty: 3242.379395
	Iteration 12Q: 3 clusters Score -2459511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2459540.000000 Penalty: 3242.379395
	Iteration 13Q: 3 clusters Score -2459540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2459557.000000 Penalty: 3242.379395
	Iteration 14Q: 3 clusters Score -2459557 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2459555.750000 Penalty: 3242.379395
	Iteration 15Q: 3 clusters Score -2459556 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2459564.750000 Penalty: 3242.379395
	Iteration 16Q: 3 clusters Score -2459565 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2459562.500000 Penalty: 3242.379395
	Iteration 17Q: 3 clusters Score -2459562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2459571.250000 Penalty: 3242.379395
	Iteration 18Q: 3 clusters Score -2459571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2459575.500000 Penalty: 3242.379395
	Iteration 19Q: 3 clusters Score -2459576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2459581.250000 Penalty: 3242.379395
	Iteration 20F: 3 clusters Score -2459581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -2459581.750000 Penalty: 3242.379395
	Iteration 21Q: 3 clusters Score -2459582 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2459590.250000 Penalty: 3242.379395
	Iteration 22Q: 3 clusters Score -2459590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2459587.500000 Penalty: 3242.379395
	Iteration 23Q: 3 clusters Score -2459588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -2459597.000000 Penalty: 3242.379395
	Iteration 24Q: 3 clusters Score -2459597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2459600.000000 Penalty: 3242.379395
	Iteration 25Q: 3 clusters Score -2459600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2459603.500000 Penalty: 3242.379395
	Iteration 26Q: 3 clusters Score -2459604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2459608.000000 Penalty: 3242.379395
	Iteration 27Q: 3 clusters Score -2459608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2459606.500000 Penalty: 3242.379395
	Iteration 28Q: 3 clusters Score -2459606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -2459607.750000 Penalty: 3242.379395
	Iteration 29Q: 3 clusters Score -2459608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -2459605.750000 Penalty: 3242.379395
	Iteration 30Q: 3 clusters Score -2459606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -2459604.000000 Penalty: 3242.379395
	Iteration 31Q: 3 clusters Score -2459604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2459602.750000 Penalty: 3242.379395
	Iteration 32Q: 3 clusters Score -2459603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2459601.750000 Penalty: 3242.379395
	Iteration 33Q: 3 clusters Score -2459602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2459601.000000 Penalty: 3242.379395
	Iteration 34Q: 3 clusters Score -2459601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -2459602.750000 Penalty: 3242.379395
	Iteration 35Q: 3 clusters Score -2459603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2459602.250000 Penalty: 3242.379395
	Iteration 36Q: 3 clusters Score -2459602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2459604.750000 Penalty: 3242.379395
	Iteration 37Q: 3 clusters Score -2459605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2459605.250000 Penalty: 3242.379395
	Iteration 38Q: 3 clusters Score -2459605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2459607.500000 Penalty: 3242.379395
	Iteration 39Q: 3 clusters Score -2459608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -2459608.500000 Penalty: 3242.379395
	Iteration 40F: 3 clusters Score -2459608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2459606.750000 Penalty: 3242.379395
	Iteration 41Q: 3 clusters Score -2459607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2459606.750000 Penalty: 3242.379395
	Iteration 42Q: 3 clusters Score -2459607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2459606.750000 Penalty: 3242.379395
	Iteration 43F: 3 clusters Score -2459607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14267 members 
Mstep: Class 12 contains 13623 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7249 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Entering Unmasked Estep 
Score: -40149016.000000 Penalty: 87349.148438
Splitting cluster 11 changes total score from -40148476.000000 to -40149016.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 12 (13623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Entering Unmasked Estep 
Score: -1570356.750000 Penalty: 1546.921143
	Iteration 0F: 2 clusters Score -1570357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1560992.625000 Penalty: 3093.842285
	Iteration 0F: 3 clusters Score -1560993 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1564119.875000 Penalty: 3093.842285
	Iteration 1F: 3 clusters Score -1564120 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1564468.250000 Penalty: 3093.842285
	Iteration 2F: 3 clusters Score -1564468 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1564804.375000 Penalty: 3093.842285
	Iteration 3F: 3 clusters Score -1564804 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1565185.500000 Penalty: 3093.842285
	Iteration 4F: 3 clusters Score -1565186 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1565642.000000 Penalty: 3093.842285
	Iteration 5F: 3 clusters Score -1565642 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1566192.625000 Penalty: 3093.842285
	Iteration 6F: 3 clusters Score -1566193 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1566765.000000 Penalty: 3093.842285
	Iteration 7F: 3 clusters Score -1566765 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1567321.000000 Penalty: 3093.842285
	Iteration 8F: 3 clusters Score -1567321 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1567873.625000 Penalty: 3093.842285
	Iteration 9F: 3 clusters Score -1567874 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1568306.500000 Penalty: 3093.842285
	Iteration 10Q: 3 clusters Score -1568306 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1568692.250000 Penalty: 3093.842285
	Iteration 11Q: 3 clusters Score -1568692 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1569058.875000 Penalty: 3093.842285
	Iteration 12Q: 3 clusters Score -1569059 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1569444.750000 Penalty: 3093.842285
	Iteration 13Q: 3 clusters Score -1569445 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1569823.000000 Penalty: 3093.842285
	Iteration 14Q: 3 clusters Score -1569823 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1570154.500000 Penalty: 3093.842285
	Iteration 15Q: 3 clusters Score -1570154 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1570310.750000 Penalty: 3093.842285
	Iteration 16Q: 3 clusters Score -1570311 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1570374.875000 Penalty: 3093.842285
	Iteration 17Q: 3 clusters Score -1570375 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1570417.625000 Penalty: 3093.842285
	Iteration 18Q: 3 clusters Score -1570418 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1570437.750000 Penalty: 3093.842285
	Iteration 19Q: 3 clusters Score -1570438 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1570451.375000 Penalty: 3093.842285
	Iteration 20F: 3 clusters Score -1570451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1570463.125000 Penalty: 3093.842285
	Iteration 21Q: 3 clusters Score -1570463 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1570461.750000 Penalty: 3093.842285
	Iteration 22Q: 3 clusters Score -1570462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1570460.625000 Penalty: 3093.842285
	Iteration 23Q: 3 clusters Score -1570461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1570463.750000 Penalty: 3093.842285
	Iteration 24Q: 3 clusters Score -1570464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1570462.375000 Penalty: 3093.842285
	Iteration 25Q: 3 clusters Score -1570462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -1570464.875000 Penalty: 3093.842285
	Iteration 26Q: 3 clusters Score -1570465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1570467.000000 Penalty: 3093.842285
	Iteration 27Q: 3 clusters Score -1570467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1570465.500000 Penalty: 3093.842285
	Iteration 28Q: 3 clusters Score -1570466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1570465.875000 Penalty: 3093.842285
	Iteration 29Q: 3 clusters Score -1570466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1570466.250000 Penalty: 3093.842285
	Iteration 30Q: 3 clusters Score -1570466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1570465.875000 Penalty: 3093.842285
	Iteration 31Q: 3 clusters Score -1570466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1570465.875000 Penalty: 3093.842285
	Iteration 32F: 3 clusters Score -1570466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14267 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7249 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 4171 members 
Entering Unmasked Estep 
Score: -40148596.000000 Penalty: 89428.890625
Splitting cluster 12 changes total score from -40148476.000000 to -40148596.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 13 (7616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Entering Unmasked Estep 
Score: -878256.187500 Penalty: 1452.426025
	Iteration 0F: 2 clusters Score -878256.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -872542.750000 Penalty: 2904.852051
	Iteration 0F: 3 clusters Score -872542.8 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -874203.937500 Penalty: 2904.852051
	Iteration 1F: 3 clusters Score -874203.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -874395.250000 Penalty: 2904.852051
	Iteration 2F: 3 clusters Score -874395.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -874528.687500 Penalty: 2904.852051
	Iteration 3Q: 3 clusters Score -874528.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -874625.625000 Penalty: 2904.852051
	Iteration 4Q: 3 clusters Score -874625.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -874713.562500 Penalty: 2904.852051
	Iteration 5Q: 3 clusters Score -874713.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -874807.187500 Penalty: 2904.852051
	Iteration 6Q: 3 clusters Score -874807.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -874888.000000 Penalty: 2904.852051
	Iteration 7Q: 3 clusters Score -874888 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -874970.312500 Penalty: 2904.852051
	Iteration 8Q: 3 clusters Score -874970.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -875059.187500 Penalty: 2904.852051
	Iteration 9Q: 3 clusters Score -875059.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -875131.937500 Penalty: 2904.852051
	Iteration 10Q: 3 clusters Score -875131.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -875218.750000 Penalty: 2904.852051
	Iteration 11Q: 3 clusters Score -875218.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -875328.500000 Penalty: 2904.852051
	Iteration 12Q: 3 clusters Score -875328.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -875420.562500 Penalty: 2904.852051
	Iteration 13Q: 3 clusters Score -875420.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -875522.437500 Penalty: 2904.852051
	Iteration 14Q: 3 clusters Score -875522.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -875623.625000 Penalty: 2904.852051
	Iteration 15Q: 3 clusters Score -875623.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -875714.437500 Penalty: 2904.852051
	Iteration 16Q: 3 clusters Score -875714.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -875788.187500 Penalty: 2904.852051
	Iteration 17Q: 3 clusters Score -875788.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -875851.250000 Penalty: 2904.852051
	Iteration 18Q: 3 clusters Score -875851.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -875915.062500 Penalty: 2904.852051
	Iteration 19Q: 3 clusters Score -875915.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -875992.687500 Penalty: 2904.852051
	Iteration 20F: 3 clusters Score -875992.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -876051.437500 Penalty: 2904.852051
	Iteration 21Q: 3 clusters Score -876051.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -876093.312500 Penalty: 2904.852051
	Iteration 22Q: 3 clusters Score -876093.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -876112.562500 Penalty: 2904.852051
	Iteration 23Q: 3 clusters Score -876112.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -876134.062500 Penalty: 2904.852051
	Iteration 24Q: 3 clusters Score -876134.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -876149.625000 Penalty: 2904.852051
	Iteration 25Q: 3 clusters Score -876149.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -876159.437500 Penalty: 2904.852051
	Iteration 26Q: 3 clusters Score -876159.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -876171.312500 Penalty: 2904.852051
	Iteration 27Q: 3 clusters Score -876171.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -876183.125000 Penalty: 2904.852051
	Iteration 28Q: 3 clusters Score -876183.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -876196.000000 Penalty: 2904.852051
	Iteration 29Q: 3 clusters Score -876196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -876212.000000 Penalty: 2904.852051
	Iteration 30Q: 3 clusters Score -876212 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -876229.500000 Penalty: 2904.852051
	Iteration 31Q: 3 clusters Score -876229.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -876241.062500 Penalty: 2904.852051
	Iteration 32Q: 3 clusters Score -876241.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -876259.000000 Penalty: 2904.852051
	Iteration 33Q: 3 clusters Score -876259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -876273.125000 Penalty: 2904.852051
	Iteration 34Q: 3 clusters Score -876273.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -876287.000000 Penalty: 2904.852051
	Iteration 35Q: 3 clusters Score -876287 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -876301.125000 Penalty: 2904.852051
	Iteration 36Q: 3 clusters Score -876301.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -876319.000000 Penalty: 2904.852051
	Iteration 37Q: 3 clusters Score -876319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -876337.562500 Penalty: 2904.852051
	Iteration 38Q: 3 clusters Score -876337.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -876351.062500 Penalty: 2904.852051
	Iteration 39Q: 3 clusters Score -876351.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -876359.250000 Penalty: 2904.852051
	Iteration 40F: 3 clusters Score -876359.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -876369.812500 Penalty: 2904.852051
	Iteration 41Q: 3 clusters Score -876369.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -876387.062500 Penalty: 2904.852051
	Iteration 42Q: 3 clusters Score -876387.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -876407.000000 Penalty: 2904.852051
	Iteration 43Q: 3 clusters Score -876407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -876426.625000 Penalty: 2904.852051
	Iteration 44Q: 3 clusters Score -876426.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -876440.625000 Penalty: 2904.852051
	Iteration 45Q: 3 clusters Score -876440.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -876458.875000 Penalty: 2904.852051
	Iteration 46Q: 3 clusters Score -876458.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -876477.000000 Penalty: 2904.852051
	Iteration 47Q: 3 clusters Score -876477 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -876507.312500 Penalty: 2904.852051
	Iteration 48Q: 3 clusters Score -876507.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -876526.562500 Penalty: 2904.852051
	Iteration 49Q: 3 clusters Score -876526.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -876551.312500 Penalty: 2904.852051
	Iteration 50Q: 3 clusters Score -876551.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -876573.750000 Penalty: 2904.852051
	Iteration 51Q: 3 clusters Score -876573.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -876591.312500 Penalty: 2904.852051
	Iteration 52Q: 3 clusters Score -876591.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -876610.312500 Penalty: 2904.852051
	Iteration 53Q: 3 clusters Score -876610.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -876633.000000 Penalty: 2904.852051
	Iteration 54Q: 3 clusters Score -876633 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -876660.250000 Penalty: 2904.852051
	Iteration 55Q: 3 clusters Score -876660.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -876689.062500 Penalty: 2904.852051
	Iteration 56Q: 3 clusters Score -876689.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -876718.062500 Penalty: 2904.852051
	Iteration 57Q: 3 clusters Score -876718.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -876755.625000 Penalty: 2904.852051
	Iteration 58Q: 3 clusters Score -876755.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -876792.312500 Penalty: 2904.852051
	Iteration 59Q: 3 clusters Score -876792.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -876826.437500 Penalty: 2904.852051
	Iteration 60F: 3 clusters Score -876826.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -876852.625000 Penalty: 2904.852051
	Iteration 61Q: 3 clusters Score -876852.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -876876.687500 Penalty: 2904.852051
	Iteration 62Q: 3 clusters Score -876876.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -876908.062500 Penalty: 2904.852051
	Iteration 63Q: 3 clusters Score -876908.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -876940.375000 Penalty: 2904.852051
	Iteration 64Q: 3 clusters Score -876940.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -876974.000000 Penalty: 2904.852051
	Iteration 65Q: 3 clusters Score -876974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -877006.187500 Penalty: 2904.852051
	Iteration 66Q: 3 clusters Score -877006.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -877033.937500 Penalty: 2904.852051
	Iteration 67Q: 3 clusters Score -877033.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -877054.937500 Penalty: 2904.852051
	Iteration 68Q: 3 clusters Score -877054.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -877067.312500 Penalty: 2904.852051
	Iteration 69Q: 3 clusters Score -877067.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -877074.062500 Penalty: 2904.852051
	Iteration 70Q: 3 clusters Score -877074.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -877080.125000 Penalty: 2904.852051
	Iteration 71Q: 3 clusters Score -877080.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -877085.562500 Penalty: 2904.852051
	Iteration 72Q: 3 clusters Score -877085.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -877088.937500 Penalty: 2904.852051
	Iteration 73Q: 3 clusters Score -877088.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -877091.562500 Penalty: 2904.852051
	Iteration 74Q: 3 clusters Score -877091.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -877092.562500 Penalty: 2904.852051
	Iteration 75Q: 3 clusters Score -877092.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -877092.750000 Penalty: 2904.852051
	Iteration 76Q: 3 clusters Score -877092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -877093.562500 Penalty: 2904.852051
	Iteration 77Q: 3 clusters Score -877093.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -877094.625000 Penalty: 2904.852051
	Iteration 78Q: 3 clusters Score -877094.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -877094.625000 Penalty: 2904.852051
	Iteration 79F: 3 clusters Score -877094.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -476204.343750 Penalty: 1370.635620
	Iteration 0F: 2 clusters Score -476204.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -472484.656250 Penalty: 2741.271240
	Iteration 0F: 3 clusters Score -472484.7 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -473828.843750 Penalty: 2741.271240
	Iteration 1F: 3 clusters Score -473828.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -474183.656250 Penalty: 2741.271240
	Iteration 2F: 3 clusters Score -474183.7 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -474404.000000 Penalty: 2741.271240
	Iteration 3F: 3 clusters Score -474404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -474557.687500 Penalty: 2741.271240
	Iteration 4Q: 3 clusters Score -474557.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -474688.031250 Penalty: 2741.271240
	Iteration 5Q: 3 clusters Score -474688 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -474786.968750 Penalty: 2741.271240
	Iteration 6Q: 3 clusters Score -474787 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -474870.656250 Penalty: 2741.271240
	Iteration 7Q: 3 clusters Score -474870.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -474936.750000 Penalty: 2741.271240
	Iteration 8Q: 3 clusters Score -474936.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -474997.500000 Penalty: 2741.271240
	Iteration 9Q: 3 clusters Score -474997.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -475056.937500 Penalty: 2741.271240
	Iteration 10Q: 3 clusters Score -475056.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -475108.781250 Penalty: 2741.271240
	Iteration 11Q: 3 clusters Score -475108.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -475149.406250 Penalty: 2741.271240
	Iteration 12Q: 3 clusters Score -475149.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -475202.281250 Penalty: 2741.271240
	Iteration 13Q: 3 clusters Score -475202.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -475263.218750 Penalty: 2741.271240
	Iteration 14Q: 3 clusters Score -475263.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -475326.781250 Penalty: 2741.271240
	Iteration 15Q: 3 clusters Score -475326.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -475363.968750 Penalty: 2741.271240
	Iteration 16Q: 3 clusters Score -475364 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -475392.343750 Penalty: 2741.271240
	Iteration 17Q: 3 clusters Score -475392.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -475417.156250 Penalty: 2741.271240
	Iteration 18Q: 3 clusters Score -475417.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -475443.875000 Penalty: 2741.271240
	Iteration 19Q: 3 clusters Score -475443.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -475463.156250 Penalty: 2741.271240
	Iteration 20F: 3 clusters Score -475463.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -475483.593750 Penalty: 2741.271240
	Iteration 21Q: 3 clusters Score -475483.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -475499.281250 Penalty: 2741.271240
	Iteration 22Q: 3 clusters Score -475499.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -475511.312500 Penalty: 2741.271240
	Iteration 23Q: 3 clusters Score -475511.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -475522.312500 Penalty: 2741.271240
	Iteration 24Q: 3 clusters Score -475522.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -475532.156250 Penalty: 2741.271240
	Iteration 25Q: 3 clusters Score -475532.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -475538.500000 Penalty: 2741.271240
	Iteration 26Q: 3 clusters Score -475538.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -475539.937500 Penalty: 2741.271240
	Iteration 27Q: 3 clusters Score -475539.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -475544.218750 Penalty: 2741.271240
	Iteration 28Q: 3 clusters Score -475544.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -475548.250000 Penalty: 2741.271240
	Iteration 29Q: 3 clusters Score -475548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -475550.468750 Penalty: 2741.271240
	Iteration 30Q: 3 clusters Score -475550.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -475552.687500 Penalty: 2741.271240
	Iteration 31Q: 3 clusters Score -475552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -475554.656250 Penalty: 2741.271240
	Iteration 32Q: 3 clusters Score -475554.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -475557.406250 Penalty: 2741.271240
	Iteration 33Q: 3 clusters Score -475557.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -475560.656250 Penalty: 2741.271240
	Iteration 34Q: 3 clusters Score -475560.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -475561.687500 Penalty: 2741.271240
	Iteration 35Q: 3 clusters Score -475561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -475563.125000 Penalty: 2741.271240
	Iteration 36Q: 3 clusters Score -475563.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -475563.656250 Penalty: 2741.271240
	Iteration 37Q: 3 clusters Score -475563.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -475565.281250 Penalty: 2741.271240
	Iteration 38Q: 3 clusters Score -475565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -475565.281250 Penalty: 2741.271240
	Iteration 39F: 3 clusters Score -475565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -543227.875000 Penalty: 1376.799805
	Iteration 0F: 2 clusters Score -543227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -539374.687500 Penalty: 2753.599609
	Iteration 0F: 3 clusters Score -539374.7 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -540451.187500 Penalty: 2753.599609
	Iteration 1F: 3 clusters Score -540451.2 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -540605.062500 Penalty: 2753.599609
	Iteration 2F: 3 clusters Score -540605.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -540700.000000 Penalty: 2753.599609
	Iteration 3Q: 3 clusters Score -540700 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -540767.125000 Penalty: 2753.599609
	Iteration 4Q: 3 clusters Score -540767.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -540817.437500 Penalty: 2753.599609
	Iteration 5Q: 3 clusters Score -540817.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -540857.562500 Penalty: 2753.599609
	Iteration 6Q: 3 clusters Score -540857.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -540889.312500 Penalty: 2753.599609
	Iteration 7Q: 3 clusters Score -540889.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -540919.250000 Penalty: 2753.599609
	Iteration 8Q: 3 clusters Score -540919.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -540944.812500 Penalty: 2753.599609
	Iteration 9Q: 3 clusters Score -540944.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -540966.312500 Penalty: 2753.599609
	Iteration 10Q: 3 clusters Score -540966.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -540986.750000 Penalty: 2753.599609
	Iteration 11Q: 3 clusters Score -540986.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -541005.625000 Penalty: 2753.599609
	Iteration 12Q: 3 clusters Score -541005.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -541026.187500 Penalty: 2753.599609
	Iteration 13Q: 3 clusters Score -541026.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -541046.250000 Penalty: 2753.599609
	Iteration 14Q: 3 clusters Score -541046.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -541069.187500 Penalty: 2753.599609
	Iteration 15Q: 3 clusters Score -541069.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -541092.625000 Penalty: 2753.599609
	Iteration 16Q: 3 clusters Score -541092.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -541115.500000 Penalty: 2753.599609
	Iteration 17Q: 3 clusters Score -541115.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -541147.812500 Penalty: 2753.599609
	Iteration 18Q: 3 clusters Score -541147.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -541187.062500 Penalty: 2753.599609
	Iteration 19Q: 3 clusters Score -541187.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -541234.937500 Penalty: 2753.599609
	Iteration 20F: 3 clusters Score -541234.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -541294.875000 Penalty: 2753.599609
	Iteration 21Q: 3 clusters Score -541294.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -541367.250000 Penalty: 2753.599609
	Iteration 22Q: 3 clusters Score -541367.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -541451.687500 Penalty: 2753.599609
	Iteration 23Q: 3 clusters Score -541451.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -541533.187500 Penalty: 2753.599609
	Iteration 24Q: 3 clusters Score -541533.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -541592.812500 Penalty: 2753.599609
	Iteration 25Q: 3 clusters Score -541592.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -541649.437500 Penalty: 2753.599609
	Iteration 26Q: 3 clusters Score -541649.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -541700.375000 Penalty: 2753.599609
	Iteration 27Q: 3 clusters Score -541700.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -541737.812500 Penalty: 2753.599609
	Iteration 28Q: 3 clusters Score -541737.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -541778.125000 Penalty: 2753.599609
	Iteration 29Q: 3 clusters Score -541778.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -541819.500000 Penalty: 2753.599609
	Iteration 30Q: 3 clusters Score -541819.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -541855.625000 Penalty: 2753.599609
	Iteration 31Q: 3 clusters Score -541855.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -541887.250000 Penalty: 2753.599609
	Iteration 32Q: 3 clusters Score -541887.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -541910.187500 Penalty: 2753.599609
	Iteration 33Q: 3 clusters Score -541910.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -541922.625000 Penalty: 2753.599609
	Iteration 34Q: 3 clusters Score -541922.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -541930.062500 Penalty: 2753.599609
	Iteration 35Q: 3 clusters Score -541930.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -541935.375000 Penalty: 2753.599609
	Iteration 36Q: 3 clusters Score -541935.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -541942.375000 Penalty: 2753.599609
	Iteration 37Q: 3 clusters Score -541942.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -541947.750000 Penalty: 2753.599609
	Iteration 38Q: 3 clusters Score -541947.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -541951.375000 Penalty: 2753.599609
	Iteration 39Q: 3 clusters Score -541951.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -541956.250000 Penalty: 2753.599609
	Iteration 40F: 3 clusters Score -541956.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -541958.187500 Penalty: 2753.599609
	Iteration 41Q: 3 clusters Score -541958.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -541960.562500 Penalty: 2753.599609
	Iteration 42Q: 3 clusters Score -541960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -541963.375000 Penalty: 2753.599609
	Iteration 43Q: 3 clusters Score -541963.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -541968.937500 Penalty: 2753.599609
	Iteration 44Q: 3 clusters Score -541968.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -541978.000000 Penalty: 2753.599609
	Iteration 45Q: 3 clusters Score -541978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -541985.250000 Penalty: 2753.599609
	Iteration 46Q: 3 clusters Score -541985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -541989.625000 Penalty: 2753.599609
	Iteration 47Q: 3 clusters Score -541989.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -541992.125000 Penalty: 2753.599609
	Iteration 48Q: 3 clusters Score -541992.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -541996.875000 Penalty: 2753.599609
	Iteration 49Q: 3 clusters Score -541996.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -541999.375000 Penalty: 2753.599609
	Iteration 50Q: 3 clusters Score -541999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -542001.937500 Penalty: 2753.599609
	Iteration 51Q: 3 clusters Score -542001.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -542005.375000 Penalty: 2753.599609
	Iteration 52Q: 3 clusters Score -542005.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -542007.437500 Penalty: 2753.599609
	Iteration 53Q: 3 clusters Score -542007.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -542010.750000 Penalty: 2753.599609
	Iteration 54Q: 3 clusters Score -542010.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -542012.937500 Penalty: 2753.599609
	Iteration 55Q: 3 clusters Score -542012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -542015.375000 Penalty: 2753.599609
	Iteration 56Q: 3 clusters Score -542015.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -542016.750000 Penalty: 2753.599609
	Iteration 57Q: 3 clusters Score -542016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -542016.750000 Penalty: 2753.599609
	Iteration 58F: 3 clusters Score -542016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -288836.000000 Penalty: 1280.446411
	Iteration 0F: 2 clusters Score -288836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -286361.062500 Penalty: 2560.892822
	Iteration 0F: 3 clusters Score -286361.1 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -286957.906250 Penalty: 2560.892822
	Iteration 1F: 3 clusters Score -286957.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -287091.312500 Penalty: 2560.892822
	Iteration 2F: 3 clusters Score -287091.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -287198.687500 Penalty: 2560.892822
	Iteration 3Q: 3 clusters Score -287198.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -287329.656250 Penalty: 2560.892822
	Iteration 4F: 3 clusters Score -287329.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -287501.531250 Penalty: 2560.892822
	Iteration 5F: 3 clusters Score -287501.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -287719.750000 Penalty: 2560.892822
	Iteration 6F: 3 clusters Score -287719.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -287915.093750 Penalty: 2560.892822
	Iteration 7F: 3 clusters Score -287915.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -288077.062500 Penalty: 2560.892822
	Iteration 8F: 3 clusters Score -288077.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -288184.187500 Penalty: 2560.892822
	Iteration 9Q: 3 clusters Score -288184.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -288262.937500 Penalty: 2560.892822
	Iteration 10Q: 3 clusters Score -288262.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288304.375000 Penalty: 2560.892822
	Iteration 11Q: 3 clusters Score -288304.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -288328.906250 Penalty: 2560.892822
	Iteration 12Q: 3 clusters Score -288328.9 nChanged 21
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: -288338.406250 Penalty: 2560.892822
	Iteration 13Q: 3 clusters Score -288338.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -288346.687500 Penalty: 2560.892822
	Iteration 14Q: 3 clusters Score -288346.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -288354.281250 Penalty: 2560.892822
	Iteration 15Q: 3 clusters Score -288354.3 nChanged 13
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: -288359.968750 Penalty: 2560.892822
	Iteration 16Q: 3 clusters Score -288360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -288362.656250 Penalty: 2560.892822
	Iteration 17Q: 3 clusters Score -288362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -288363.406250 Penalty: 2560.892822
	Iteration 18Q: 3 clusters Score -288363.4 nChanged 1
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: -288363.656250 Penalty: 2560.892822
	Iteration 19Q: 3 clusters Score -288363.7 nChanged 0
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: -288363.656250 Penalty: 2560.892822
	Iteration 20F: 3 clusters Score -288363.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -60469.828125 Penalty: 1065.707153
	Iteration 0F: 2 clusters Score -60469.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59291.042969 Penalty: 2131.414307
	Iteration 0F: 3 clusters Score -59291.04 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59614.218750 Penalty: 2131.414307
	Iteration 1F: 3 clusters Score -59614.22 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -59729.300781 Penalty: 2131.414307
	Iteration 2F: 3 clusters Score -59729.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -59810.859375 Penalty: 2131.414307
	Iteration 3F: 3 clusters Score -59810.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59901.566406 Penalty: 2131.414307
	Iteration 4F: 3 clusters Score -59901.57 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -60010.062500 Penalty: 2131.414307
	Iteration 5F: 3 clusters Score -60010.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -60120.835938 Penalty: 2131.414307
	Iteration 6Q: 3 clusters Score -60120.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -60179.265625 Penalty: 2131.414307
	Iteration 7Q: 3 clusters Score -60179.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -60215.546875 Penalty: 2131.414307
	Iteration 8Q: 3 clusters Score -60215.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -60237.273438 Penalty: 2131.414307
	Iteration 9Q: 3 clusters Score -60237.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -60254.878906 Penalty: 2131.414307
	Iteration 10Q: 3 clusters Score -60254.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -60280.125000 Penalty: 2131.414307
	Iteration 11Q: 3 clusters Score -60280.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60294.421875 Penalty: 2131.414307
	Iteration 12Q: 3 clusters Score -60294.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60299.867188 Penalty: 2131.414307
	Iteration 13Q: 3 clusters Score -60299.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60299.867188 Penalty: 2131.414307
	Iteration 14F: 3 clusters Score -60299.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -217285.609375 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -217285.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215179.468750 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -215179.5 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -215734.031250 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -215734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -215972.843750 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -215972.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -216152.578125 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -216152.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -216263.515625 Penalty: 2473.044189
	Iteration 4F: 3 clusters Score -216263.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -216372.859375 Penalty: 2473.044189
	Iteration 5F: 3 clusters Score -216372.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -216480.078125 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -216480.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -216588.093750 Penalty: 2473.044189
	Iteration 7F: 3 clusters Score -216588.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -216666.765625 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -216666.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -216756.171875 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -216756.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -216867.734375 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -216867.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -216954.437500 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -216954.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -217022.875000 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -217022.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -217074.640625 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -217074.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -217117.687500 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -217117.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -217163.015625 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -217163 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -217209.234375 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -217209.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -217282.421875 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -217282.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -217356.984375 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -217357 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -217458.375000 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -217458.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -217576.812500 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -217576.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -217643.546875 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -217643.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -217675.296875 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -217675.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -217699.921875 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -217699.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -217721.343750 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -217721.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -217754.812500 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -217754.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -217781.218750 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -217781.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -217806.671875 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -217806.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -217858.546875 Penalty: 2473.044189
	Iteration 28Q: 3 clusters Score -217858.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -217895.062500 Penalty: 2473.044189
	Iteration 29Q: 3 clusters Score -217895.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -217912.453125 Penalty: 2473.044189
	Iteration 30Q: 3 clusters Score -217912.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -217922.109375 Penalty: 2473.044189
	Iteration 31Q: 3 clusters Score -217922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -217924.312500 Penalty: 2473.044189
	Iteration 32Q: 3 clusters Score -217924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -217924.312500 Penalty: 2473.044189
	Iteration 33F: 3 clusters Score -217924.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14267 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 1421 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7249 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 580 members 
Mstep: Class 43 contains 4171 members 
Mstep: Class 44 contains 596 members 
Entering Unmasked Estep 
Score: -40148376.000000 Penalty: 91508.632812
Splitting cluster 18 changes total score from -40148476.000000 to -40148376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -167351.421875 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -167351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -165580.375000 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -165580.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165903.000000 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -165903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -165981.796875 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -165981.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -166021.656250 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -166021.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -166051.968750 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -166052 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -166072.406250 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -166072.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -166087.640625 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -166087.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -166097.953125 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -166098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166105.406250 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -166105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -166114.468750 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -166114.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166122.843750 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -166122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166130.093750 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -166130.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166133.640625 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -166133.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -166135.390625 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -166135.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -166136.046875 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -166136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166136.796875 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -166136.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166137.906250 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -166137.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -166137.906250 Penalty: 2372.653564
	Iteration 17F: 3 clusters Score -166137.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -170124.171875 Penalty: 1190.657471
	Iteration 0F: 2 clusters Score -170124.2 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 730 members 
Entering Unmasked Estep 
Score: -168347.156250 Penalty: 2381.314941
	Iteration 0F: 3 clusters Score -168347.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -168701.562500 Penalty: 2381.314941
	Iteration 1F: 3 clusters Score -168701.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168795.546875 Penalty: 2381.314941
	Iteration 2F: 3 clusters Score -168795.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168826.234375 Penalty: 2381.314941
	Iteration 3Q: 3 clusters Score -168826.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168852.015625 Penalty: 2381.314941
	Iteration 4Q: 3 clusters Score -168852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168869.593750 Penalty: 2381.314941
	Iteration 5Q: 3 clusters Score -168869.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168884.703125 Penalty: 2381.314941
	Iteration 6Q: 3 clusters Score -168884.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -168895.000000 Penalty: 2381.314941
	Iteration 7Q: 3 clusters Score -168895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -168901.906250 Penalty: 2381.314941
	Iteration 8Q: 3 clusters Score -168901.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168907.109375 Penalty: 2381.314941
	Iteration 9Q: 3 clusters Score -168907.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -168910.218750 Penalty: 2381.314941
	Iteration 10Q: 3 clusters Score -168910.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -168911.968750 Penalty: 2381.314941
	Iteration 11Q: 3 clusters Score -168912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168914.187500 Penalty: 2381.314941
	Iteration 12Q: 3 clusters Score -168914.2 nChanged 5
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: -168915.828125 Penalty: 2381.314941
	Iteration 13Q: 3 clusters Score -168915.8 nChanged 0
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: -168915.828125 Penalty: 2381.314941
	Iteration 14F: 3 clusters Score -168915.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -208747.453125 Penalty: 1224.572510
	Iteration 0F: 2 clusters Score -208747.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -206760.046875 Penalty: 2449.145020
	Iteration 0F: 3 clusters Score -206760 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -207182.968750 Penalty: 2449.145020
	Iteration 1F: 3 clusters Score -207183 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -207280.453125 Penalty: 2449.145020
	Iteration 2F: 3 clusters Score -207280.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -207340.828125 Penalty: 2449.145020
	Iteration 3Q: 3 clusters Score -207340.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -207386.171875 Penalty: 2449.145020
	Iteration 4Q: 3 clusters Score -207386.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -207437.468750 Penalty: 2449.145020
	Iteration 5Q: 3 clusters Score -207437.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -207510.265625 Penalty: 2449.145020
	Iteration 6Q: 3 clusters Score -207510.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -207590.390625 Penalty: 2449.145020
	Iteration 7Q: 3 clusters Score -207590.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -207703.093750 Penalty: 2449.145020
	Iteration 8Q: 3 clusters Score -207703.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -207822.250000 Penalty: 2449.145020
	Iteration 9Q: 3 clusters Score -207822.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -207939.062500 Penalty: 2449.145020
	Iteration 10F: 3 clusters Score -207939.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -208019.312500 Penalty: 2449.145020
	Iteration 11Q: 3 clusters Score -208019.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -208066.906250 Penalty: 2449.145020
	Iteration 12Q: 3 clusters Score -208066.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208098.906250 Penalty: 2449.145020
	Iteration 13Q: 3 clusters Score -208098.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208114.328125 Penalty: 2449.145020
	Iteration 14Q: 3 clusters Score -208114.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -208127.125000 Penalty: 2449.145020
	Iteration 15Q: 3 clusters Score -208127.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -208133.203125 Penalty: 2449.145020
	Iteration 16Q: 3 clusters Score -208133.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -208138.921875 Penalty: 2449.145020
	Iteration 17Q: 3 clusters Score -208138.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208148.515625 Penalty: 2449.145020
	Iteration 18Q: 3 clusters Score -208148.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -208158.703125 Penalty: 2449.145020
	Iteration 19Q: 3 clusters Score -208158.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -208164.078125 Penalty: 2449.145020
	Iteration 20F: 3 clusters Score -208164.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -208169.296875 Penalty: 2449.145020
	Iteration 21Q: 3 clusters Score -208169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -208173.062500 Penalty: 2449.145020
	Iteration 22Q: 3 clusters Score -208173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208175.781250 Penalty: 2449.145020
	Iteration 23Q: 3 clusters Score -208175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -208180.453125 Penalty: 2449.145020
	Iteration 24Q: 3 clusters Score -208180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -208184.625000 Penalty: 2449.145020
	Iteration 25Q: 3 clusters Score -208184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -208188.609375 Penalty: 2449.145020
	Iteration 26Q: 3 clusters Score -208188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -208189.078125 Penalty: 2449.145020
	Iteration 27Q: 3 clusters Score -208189.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -208189.078125 Penalty: 2449.145020
	Iteration 28F: 3 clusters Score -208189.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Entering Unmasked Estep 
Score: -1866797.250000 Penalty: 1575.944946
	Iteration 0F: 2 clusters Score -1866797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1855445.625000 Penalty: 3151.889893
	Iteration 0F: 3 clusters Score -1855446 nChanged 7356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1859595.625000 Penalty: 3151.889893
	Iteration 1F: 3 clusters Score -1859596 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1859994.375000 Penalty: 3151.889893
	Iteration 2F: 3 clusters Score -1859994 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1860384.625000 Penalty: 3151.889893
	Iteration 3F: 3 clusters Score -1860385 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1860807.250000 Penalty: 3151.889893
	Iteration 4F: 3 clusters Score -1860807 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1861265.750000 Penalty: 3151.889893
	Iteration 5F: 3 clusters Score -1861266 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1861746.750000 Penalty: 3151.889893
	Iteration 6F: 3 clusters Score -1861747 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1862234.000000 Penalty: 3151.889893
	Iteration 7F: 3 clusters Score -1862234 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1862756.750000 Penalty: 3151.889893
	Iteration 8F: 3 clusters Score -1862757 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1863222.625000 Penalty: 3151.889893
	Iteration 9Q: 3 clusters Score -1863223 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1863555.000000 Penalty: 3151.889893
	Iteration 10Q: 3 clusters Score -1863555 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1863813.375000 Penalty: 3151.889893
	Iteration 11Q: 3 clusters Score -1863813 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1864046.875000 Penalty: 3151.889893
	Iteration 12Q: 3 clusters Score -1864047 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1864275.500000 Penalty: 3151.889893
	Iteration 13Q: 3 clusters Score -1864276 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1864477.625000 Penalty: 3151.889893
	Iteration 14Q: 3 clusters Score -1864478 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1864649.500000 Penalty: 3151.889893
	Iteration 15Q: 3 clusters Score -1864650 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1864837.500000 Penalty: 3151.889893
	Iteration 16Q: 3 clusters Score -1864838 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -1864977.875000 Penalty: 3151.889893
	Iteration 17Q: 3 clusters Score -1864978 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1865100.500000 Penalty: 3151.889893
	Iteration 18Q: 3 clusters Score -1865100 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1865204.375000 Penalty: 3151.889893
	Iteration 19Q: 3 clusters Score -1865204 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1865288.500000 Penalty: 3151.889893
	Iteration 20F: 3 clusters Score -1865288 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -1865359.375000 Penalty: 3151.889893
	Iteration 21Q: 3 clusters Score -1865359 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1865396.500000 Penalty: 3151.889893
	Iteration 22Q: 3 clusters Score -1865396 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1865431.625000 Penalty: 3151.889893
	Iteration 23Q: 3 clusters Score -1865432 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1865452.250000 Penalty: 3151.889893
	Iteration 24Q: 3 clusters Score -1865452 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1865479.250000 Penalty: 3151.889893
	Iteration 25Q: 3 clusters Score -1865479 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1865497.125000 Penalty: 3151.889893
	Iteration 26Q: 3 clusters Score -1865497 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1865513.250000 Penalty: 3151.889893
	Iteration 27Q: 3 clusters Score -1865513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1865526.250000 Penalty: 3151.889893
	Iteration 28Q: 3 clusters Score -1865526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1865536.500000 Penalty: 3151.889893
	Iteration 29Q: 3 clusters Score -1865536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1865547.250000 Penalty: 3151.889893
	Iteration 30Q: 3 clusters Score -1865547 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1865558.125000 Penalty: 3151.889893
	Iteration 31Q: 3 clusters Score -1865558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1865570.625000 Penalty: 3151.889893
	Iteration 32Q: 3 clusters Score -1865571 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1865580.500000 Penalty: 3151.889893
	Iteration 33Q: 3 clusters Score -1865580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1865594.875000 Penalty: 3151.889893
	Iteration 34Q: 3 clusters Score -1865595 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1865602.875000 Penalty: 3151.889893
	Iteration 35Q: 3 clusters Score -1865603 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1865618.375000 Penalty: 3151.889893
	Iteration 36Q: 3 clusters Score -1865618 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1865625.875000 Penalty: 3151.889893
	Iteration 37Q: 3 clusters Score -1865626 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1865639.500000 Penalty: 3151.889893
	Iteration 38Q: 3 clusters Score -1865640 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -1865644.875000 Penalty: 3151.889893
	Iteration 39Q: 3 clusters Score -1865645 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1865658.875000 Penalty: 3151.889893
	Iteration 40F: 3 clusters Score -1865659 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1865663.750000 Penalty: 3151.889893
	Iteration 41Q: 3 clusters Score -1865664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1865674.375000 Penalty: 3151.889893
	Iteration 42Q: 3 clusters Score -1865674 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1865683.375000 Penalty: 3151.889893
	Iteration 43Q: 3 clusters Score -1865683 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1865691.875000 Penalty: 3151.889893
	Iteration 44Q: 3 clusters Score -1865692 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1865704.000000 Penalty: 3151.889893
	Iteration 45Q: 3 clusters Score -1865704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1865716.750000 Penalty: 3151.889893
	Iteration 46Q: 3 clusters Score -1865717 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1865727.125000 Penalty: 3151.889893
	Iteration 47Q: 3 clusters Score -1865727 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1865748.375000 Penalty: 3151.889893
	Iteration 48Q: 3 clusters Score -1865748 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1865770.125000 Penalty: 3151.889893
	Iteration 49Q: 3 clusters Score -1865770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1865784.500000 Penalty: 3151.889893
	Iteration 50Q: 3 clusters Score -1865784 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1865797.500000 Penalty: 3151.889893
	Iteration 51Q: 3 clusters Score -1865798 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1865812.750000 Penalty: 3151.889893
	Iteration 52Q: 3 clusters Score -1865813 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1865833.750000 Penalty: 3151.889893
	Iteration 53Q: 3 clusters Score -1865834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1865848.375000 Penalty: 3151.889893
	Iteration 54Q: 3 clusters Score -1865848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1865856.250000 Penalty: 3151.889893
	Iteration 55Q: 3 clusters Score -1865856 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1865870.750000 Penalty: 3151.889893
	Iteration 56Q: 3 clusters Score -1865871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1865879.125000 Penalty: 3151.889893
	Iteration 57Q: 3 clusters Score -1865879 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1865891.500000 Penalty: 3151.889893
	Iteration 58Q: 3 clusters Score -1865892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1865899.000000 Penalty: 3151.889893
	Iteration 59Q: 3 clusters Score -1865899 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1865914.500000 Penalty: 3151.889893
	Iteration 60F: 3 clusters Score -1865914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1865928.625000 Penalty: 3151.889893
	Iteration 61Q: 3 clusters Score -1865929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1865944.750000 Penalty: 3151.889893
	Iteration 62Q: 3 clusters Score -1865945 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1865963.500000 Penalty: 3151.889893
	Iteration 63Q: 3 clusters Score -1865964 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1865981.500000 Penalty: 3151.889893
	Iteration 64Q: 3 clusters Score -1865982 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1866000.500000 Penalty: 3151.889893
	Iteration 65Q: 3 clusters Score -1866000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1866016.000000 Penalty: 3151.889893
	Iteration 66Q: 3 clusters Score -1866016 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1866027.625000 Penalty: 3151.889893
	Iteration 67Q: 3 clusters Score -1866028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1866037.375000 Penalty: 3151.889893
	Iteration 68Q: 3 clusters Score -1866037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1866036.750000 Penalty: 3151.889893
	Iteration 69Q: 3 clusters Score -1866037 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1866043.750000 Penalty: 3151.889893
	Iteration 70Q: 3 clusters Score -1866044 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1866052.625000 Penalty: 3151.889893
	Iteration 71Q: 3 clusters Score -1866053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1866064.250000 Penalty: 3151.889893
	Iteration 72Q: 3 clusters Score -1866064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1866070.625000 Penalty: 3151.889893
	Iteration 73Q: 3 clusters Score -1866071 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1866076.375000 Penalty: 3151.889893
	Iteration 74Q: 3 clusters Score -1866076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1866074.875000 Penalty: 3151.889893
	Iteration 75Q: 3 clusters Score -1866075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -1866073.750000 Penalty: 3151.889893
	Iteration 76Q: 3 clusters Score -1866074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1866076.375000 Penalty: 3151.889893
	Iteration 77Q: 3 clusters Score -1866076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1866076.375000 Penalty: 3151.889893
	Iteration 78Q: 3 clusters Score -1866076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1866075.750000 Penalty: 3151.889893
	Iteration 79Q: 3 clusters Score -1866076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1866076.625000 Penalty: 3151.889893
	Iteration 80F: 3 clusters Score -1866077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1866078.500000 Penalty: 3151.889893
	Iteration 81Q: 3 clusters Score -1866078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1866079.500000 Penalty: 3151.889893
	Iteration 82Q: 3 clusters Score -1866080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1866076.875000 Penalty: 3151.889893
	Iteration 83Q: 3 clusters Score -1866077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1866077.375000 Penalty: 3151.889893
	Iteration 84Q: 3 clusters Score -1866077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1866079.500000 Penalty: 3151.889893
	Iteration 85Q: 3 clusters Score -1866080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1866078.500000 Penalty: 3151.889893
	Iteration 86Q: 3 clusters Score -1866078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1866078.500000 Penalty: 3151.889893
	Iteration 87F: 3 clusters Score -1866078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (89321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89321 members 
Entering Unmasked Estep 
Score: -10240012.000000 Penalty: 1852.498657
	Iteration 0F: 2 clusters Score -1.024001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -10180296.000000 Penalty: 3704.997314
	Iteration 0F: 3 clusters Score -1.01803e+07 nChanged 42392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -10204934.000000 Penalty: 3704.997314
	Iteration 1F: 3 clusters Score -1.020493e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 50261 members 
Entering Unmasked Estep 
Score: -10206069.000000 Penalty: 3704.997314
	Iteration 2Q: 3 clusters Score -1.020607e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -10207818.000000 Penalty: 3704.997314
	Iteration 3Q: 3 clusters Score -1.020782e+07 nChanged 5379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 58360 members 
Entering Unmasked Estep 
Score: -10211025.000000 Penalty: 3704.997314
	Iteration 4F: 3 clusters Score -1.021102e+07 nChanged 6733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -10216304.000000 Penalty: 3704.997314
	Iteration 5F: 3 clusters Score -1.02163e+07 nChanged 7509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 72108 members 
Entering Unmasked Estep 
Score: -10223039.000000 Penalty: 3704.997314
	Iteration 6F: 3 clusters Score -1.022304e+07 nChanged 6875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 78869 members 
Entering Unmasked Estep 
Score: -10229714.000000 Penalty: 3704.997314
	Iteration 7F: 3 clusters Score -1.022971e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 83582 members 
Entering Unmasked Estep 
Score: -10234312.000000 Penalty: 3704.997314
	Iteration 8F: 3 clusters Score -1.023431e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 86169 members 
Entering Unmasked Estep 
Score: -10236727.000000 Penalty: 3704.997314
	Iteration 9Q: 3 clusters Score -1.023673e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 87388 members 
Entering Unmasked Estep 
Score: -10237823.000000 Penalty: 3704.997314
	Iteration 10Q: 3 clusters Score -1.023782e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 87902 members 
Entering Unmasked Estep 
Score: -10238221.000000 Penalty: 3704.997314
	Iteration 11Q: 3 clusters Score -1.023822e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -10238384.000000 Penalty: 3704.997314
	Iteration 12Q: 3 clusters Score -1.023838e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -10238474.000000 Penalty: 3704.997314
	Iteration 13Q: 3 clusters Score -1.023847e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 88391 members 
Entering Unmasked Estep 
Score: -10238546.000000 Penalty: 3704.997314
	Iteration 14Q: 3 clusters Score -1.023855e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 88447 members 
Entering Unmasked Estep 
Score: -10238557.000000 Penalty: 3704.997314
	Iteration 15Q: 3 clusters Score -1.023856e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 88481 members 
Entering Unmasked Estep 
Score: -10238596.000000 Penalty: 3704.997314
	Iteration 16Q: 3 clusters Score -1.02386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 88505 members 
Entering Unmasked Estep 
Score: -10238631.000000 Penalty: 3704.997314
	Iteration 17Q: 3 clusters Score -1.023863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 88525 members 
Entering Unmasked Estep 
Score: -10238643.000000 Penalty: 3704.997314
	Iteration 18Q: 3 clusters Score -1.023864e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 88545 members 
Entering Unmasked Estep 
Score: -10238646.000000 Penalty: 3704.997314
	Iteration 19Q: 3 clusters Score -1.023865e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 88553 members 
Entering Unmasked Estep 
Score: -10238656.000000 Penalty: 3704.997314
	Iteration 20F: 3 clusters Score -1.023866e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 88564 members 
Entering Unmasked Estep 
Score: -10238639.000000 Penalty: 3704.997314
	Iteration 21Q: 3 clusters Score -1.023864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -10238659.000000 Penalty: 3704.997314
	Iteration 22Q: 3 clusters Score -1.023866e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 88568 members 
Entering Unmasked Estep 
Score: -10238648.000000 Penalty: 3704.997314
	Iteration 23Q: 3 clusters Score -1.023865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 88572 members 
Entering Unmasked Estep 
Score: -10238643.000000 Penalty: 3704.997314
	Iteration 24Q: 3 clusters Score -1.023864e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 88575 members 
Entering Unmasked Estep 
Score: -10238646.000000 Penalty: 3704.997314
	Iteration 25Q: 3 clusters Score -1.023865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 88579 members 
Entering Unmasked Estep 
Score: -10238650.000000 Penalty: 3704.997314
	Iteration 26Q: 3 clusters Score -1.023865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 88586 members 
Entering Unmasked Estep 
Score: -10238651.000000 Penalty: 3704.997314
	Iteration 27Q: 3 clusters Score -1.023865e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 88592 members 
Entering Unmasked Estep 
Score: -10238654.000000 Penalty: 3704.997314
	Iteration 28Q: 3 clusters Score -1.023865e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -10238650.000000 Penalty: 3704.997314
	Iteration 29Q: 3 clusters Score -1.023865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -10238650.000000 Penalty: 3704.997314
	Iteration 30Q: 3 clusters Score -1.023865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 88597 members 
Entering Unmasked Estep 
Score: -10238650.000000 Penalty: 3704.997314
	Iteration 31F: 3 clusters Score -1.023865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Entering Unmasked Estep 
Score: -764331.000000 Penalty: 1431.043945
	Iteration 0F: 2 clusters Score -764331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -759261.687500 Penalty: 2862.087891
	Iteration 0F: 3 clusters Score -759261.7 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -760760.562500 Penalty: 2862.087891
	Iteration 1F: 3 clusters Score -760760.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -760933.125000 Penalty: 2862.087891
	Iteration 2F: 3 clusters Score -760933.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -761048.750000 Penalty: 2862.087891
	Iteration 3Q: 3 clusters Score -761048.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -761135.062500 Penalty: 2862.087891
	Iteration 4Q: 3 clusters Score -761135.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -761188.375000 Penalty: 2862.087891
	Iteration 5Q: 3 clusters Score -761188.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -761228.125000 Penalty: 2862.087891
	Iteration 6Q: 3 clusters Score -761228.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -761257.500000 Penalty: 2862.087891
	Iteration 7Q: 3 clusters Score -761257.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -761287.437500 Penalty: 2862.087891
	Iteration 8Q: 3 clusters Score -761287.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -761316.375000 Penalty: 2862.087891
	Iteration 9Q: 3 clusters Score -761316.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -761341.937500 Penalty: 2862.087891
	Iteration 10Q: 3 clusters Score -761341.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -761366.312500 Penalty: 2862.087891
	Iteration 11Q: 3 clusters Score -761366.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -761391.937500 Penalty: 2862.087891
	Iteration 12Q: 3 clusters Score -761391.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -761409.625000 Penalty: 2862.087891
	Iteration 13Q: 3 clusters Score -761409.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -761427.625000 Penalty: 2862.087891
	Iteration 14Q: 3 clusters Score -761427.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -761441.875000 Penalty: 2862.087891
	Iteration 15Q: 3 clusters Score -761441.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -761452.375000 Penalty: 2862.087891
	Iteration 16Q: 3 clusters Score -761452.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -761462.812500 Penalty: 2862.087891
	Iteration 17Q: 3 clusters Score -761462.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -761473.562500 Penalty: 2862.087891
	Iteration 18Q: 3 clusters Score -761473.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -761487.437500 Penalty: 2862.087891
	Iteration 19Q: 3 clusters Score -761487.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -761509.687500 Penalty: 2862.087891
	Iteration 20F: 3 clusters Score -761509.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -761540.250000 Penalty: 2862.087891
	Iteration 21Q: 3 clusters Score -761540.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -761572.125000 Penalty: 2862.087891
	Iteration 22Q: 3 clusters Score -761572.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -761607.125000 Penalty: 2862.087891
	Iteration 23Q: 3 clusters Score -761607.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -761649.062500 Penalty: 2862.087891
	Iteration 24Q: 3 clusters Score -761649.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -761697.187500 Penalty: 2862.087891
	Iteration 25Q: 3 clusters Score -761697.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -761751.562500 Penalty: 2862.087891
	Iteration 26Q: 3 clusters Score -761751.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -761826.562500 Penalty: 2862.087891
	Iteration 27Q: 3 clusters Score -761826.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -761934.937500 Penalty: 2862.087891
	Iteration 28Q: 3 clusters Score -761934.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -762086.000000 Penalty: 2862.087891
	Iteration 29Q: 3 clusters Score -762086 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -762235.312500 Penalty: 2862.087891
	Iteration 30Q: 3 clusters Score -762235.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -762387.125000 Penalty: 2862.087891
	Iteration 31Q: 3 clusters Score -762387.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -762543.375000 Penalty: 2862.087891
	Iteration 32Q: 3 clusters Score -762543.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -762679.375000 Penalty: 2862.087891
	Iteration 33Q: 3 clusters Score -762679.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -762807.875000 Penalty: 2862.087891
	Iteration 34Q: 3 clusters Score -762807.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -762920.312500 Penalty: 2862.087891
	Iteration 35Q: 3 clusters Score -762920.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -762980.312500 Penalty: 2862.087891
	Iteration 36Q: 3 clusters Score -762980.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -763016.812500 Penalty: 2862.087891
	Iteration 37Q: 3 clusters Score -763016.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -763041.875000 Penalty: 2862.087891
	Iteration 38Q: 3 clusters Score -763041.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -763063.687500 Penalty: 2862.087891
	Iteration 39Q: 3 clusters Score -763063.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -763072.937500 Penalty: 2862.087891
	Iteration 40F: 3 clusters Score -763072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -763079.125000 Penalty: 2862.087891
	Iteration 41Q: 3 clusters Score -763079.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -763082.000000 Penalty: 2862.087891
	Iteration 42Q: 3 clusters Score -763082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -763085.937500 Penalty: 2862.087891
	Iteration 43Q: 3 clusters Score -763085.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -763096.187500 Penalty: 2862.087891
	Iteration 44Q: 3 clusters Score -763096.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -763108.750000 Penalty: 2862.087891
	Iteration 45Q: 3 clusters Score -763108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -763118.250000 Penalty: 2862.087891
	Iteration 46Q: 3 clusters Score -763118.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -763120.937500 Penalty: 2862.087891
	Iteration 47Q: 3 clusters Score -763120.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -763127.125000 Penalty: 2862.087891
	Iteration 48Q: 3 clusters Score -763127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -763129.250000 Penalty: 2862.087891
	Iteration 49Q: 3 clusters Score -763129.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -763130.437500 Penalty: 2862.087891
	Iteration 50Q: 3 clusters Score -763130.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -763131.500000 Penalty: 2862.087891
	Iteration 51Q: 3 clusters Score -763131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -763132.750000 Penalty: 2862.087891
	Iteration 52Q: 3 clusters Score -763132.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -763133.625000 Penalty: 2862.087891
	Iteration 53Q: 3 clusters Score -763133.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -763135.750000 Penalty: 2862.087891
	Iteration 54Q: 3 clusters Score -763135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -763141.375000 Penalty: 2862.087891
	Iteration 55Q: 3 clusters Score -763141.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -763141.500000 Penalty: 2862.087891
	Iteration 56Q: 3 clusters Score -763141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -763141.500000 Penalty: 2862.087891
	Iteration 57F: 3 clusters Score -763141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Entering Unmasked Estep 
Score: -5097852.500000 Penalty: 1736.269775
	Iteration 0F: 2 clusters Score -5097852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -5068567.000000 Penalty: 3472.539551
	Iteration 0F: 3 clusters Score -5068567 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -5080103.000000 Penalty: 3472.539551
	Iteration 1F: 3 clusters Score -5080103 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5080994.000000 Penalty: 3472.539551
	Iteration 2Q: 3 clusters Score -5080994 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -5082448.000000 Penalty: 3472.539551
	Iteration 3F: 3 clusters Score -5082448 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5084805.500000 Penalty: 3472.539551
	Iteration 4F: 3 clusters Score -5084806 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -5088021.500000 Penalty: 3472.539551
	Iteration 5F: 3 clusters Score -5088022 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -5091458.000000 Penalty: 3472.539551
	Iteration 6F: 3 clusters Score -5091458 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -5094105.500000 Penalty: 3472.539551
	Iteration 7F: 3 clusters Score -5094106 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -5095502.500000 Penalty: 3472.539551
	Iteration 8Q: 3 clusters Score -5095502 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -5096063.500000 Penalty: 3472.539551
	Iteration 9Q: 3 clusters Score -5096064 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -5096284.500000 Penalty: 3472.539551
	Iteration 10Q: 3 clusters Score -5096284 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -5096359.500000 Penalty: 3472.539551
	Iteration 11Q: 3 clusters Score -5096360 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -5096418.500000 Penalty: 3472.539551
	Iteration 12Q: 3 clusters Score -5096418 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -5096471.500000 Penalty: 3472.539551
	Iteration 13Q: 3 clusters Score -5096472 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5096506.500000 Penalty: 3472.539551
	Iteration 14Q: 3 clusters Score -5096506 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5096541.000000 Penalty: 3472.539551
	Iteration 15Q: 3 clusters Score -5096541 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -5096570.000000 Penalty: 3472.539551
	Iteration 16Q: 3 clusters Score -5096570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5096592.000000 Penalty: 3472.539551
	Iteration 17Q: 3 clusters Score -5096592 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5096624.000000 Penalty: 3472.539551
	Iteration 18Q: 3 clusters Score -5096624 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5096630.000000 Penalty: 3472.539551
	Iteration 19Q: 3 clusters Score -5096630 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -5096657.500000 Penalty: 3472.539551
	Iteration 20F: 3 clusters Score -5096658 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -5096666.000000 Penalty: 3472.539551
	Iteration 21Q: 3 clusters Score -5096666 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -5096665.500000 Penalty: 3472.539551
	Iteration 22Q: 3 clusters Score -5096666 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -5096666.000000 Penalty: 3472.539551
	Iteration 23Q: 3 clusters Score -5096666 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5096661.000000 Penalty: 3472.539551
	Iteration 24Q: 3 clusters Score -5096661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -5096674.500000 Penalty: 3472.539551
	Iteration 25Q: 3 clusters Score -5096674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -5096685.500000 Penalty: 3472.539551
	Iteration 26Q: 3 clusters Score -5096686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -5096679.500000 Penalty: 3472.539551
	Iteration 27Q: 3 clusters Score -5096680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -5096696.000000 Penalty: 3472.539551
	Iteration 28Q: 3 clusters Score -5096696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -5096695.000000 Penalty: 3472.539551
	Iteration 29Q: 3 clusters Score -5096695 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5096690.500000 Penalty: 3472.539551
	Iteration 30Q: 3 clusters Score -5096690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5096686.000000 Penalty: 3472.539551
	Iteration 31Q: 3 clusters Score -5096686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -5096688.000000 Penalty: 3472.539551
	Iteration 32Q: 3 clusters Score -5096688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -5096693.500000 Penalty: 3472.539551
	Iteration 33Q: 3 clusters Score -5096694 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5096707.000000 Penalty: 3472.539551
	Iteration 34Q: 3 clusters Score -5096707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -5096715.500000 Penalty: 3472.539551
	Iteration 35Q: 3 clusters Score -5096716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -5096711.500000 Penalty: 3472.539551
	Iteration 36Q: 3 clusters Score -5096712 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -5096710.000000 Penalty: 3472.539551
	Iteration 37Q: 3 clusters Score -5096710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -5096719.000000 Penalty: 3472.539551
	Iteration 38Q: 3 clusters Score -5096719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5096717.500000 Penalty: 3472.539551
	Iteration 39Q: 3 clusters Score -5096718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5096724.000000 Penalty: 3472.539551
	Iteration 40F: 3 clusters Score -5096724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5096722.500000 Penalty: 3472.539551
	Iteration 41Q: 3 clusters Score -5096722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -5096721.500000 Penalty: 3472.539551
	Iteration 42Q: 3 clusters Score -5096722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5096728.000000 Penalty: 3472.539551
	Iteration 43Q: 3 clusters Score -5096728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5096726.500000 Penalty: 3472.539551
	Iteration 44Q: 3 clusters Score -5096726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5096732.500000 Penalty: 3472.539551
	Iteration 45Q: 3 clusters Score -5096732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -5096731.500000 Penalty: 3472.539551
	Iteration 46Q: 3 clusters Score -5096732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -5096727.500000 Penalty: 3472.539551
	Iteration 47Q: 3 clusters Score -5096728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -5096726.500000 Penalty: 3472.539551
	Iteration 48Q: 3 clusters Score -5096726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -5096727.000000 Penalty: 3472.539551
	Iteration 49Q: 3 clusters Score -5096727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5096731.000000 Penalty: 3472.539551
	Iteration 50Q: 3 clusters Score -5096731 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -5096727.000000 Penalty: 3472.539551
	Iteration 51Q: 3 clusters Score -5096727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -5096724.500000 Penalty: 3472.539551
	Iteration 52Q: 3 clusters Score -5096724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5096728.000000 Penalty: 3472.539551
	Iteration 53Q: 3 clusters Score -5096728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -5096731.000000 Penalty: 3472.539551
	Iteration 54Q: 3 clusters Score -5096731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -5096732.000000 Penalty: 3472.539551
	Iteration 55Q: 3 clusters Score -5096732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5096733.000000 Penalty: 3472.539551
	Iteration 56Q: 3 clusters Score -5096733 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5096733.000000 Penalty: 3472.539551
	Iteration 57F: 3 clusters Score -5096733 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -181320.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -181320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -179467.453125 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -179467.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -179911.828125 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -179911.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -180123.031250 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -180123 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -180306.078125 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -180306.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -180464.031250 Penalty: 2408.362793
	Iteration 4F: 3 clusters Score -180464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -180602.015625 Penalty: 2408.362793
	Iteration 5F: 3 clusters Score -180602 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -180703.562500 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -180703.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -180774.937500 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -180774.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180829.390625 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -180829.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -180859.078125 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -180859.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -180880.218750 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -180880.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -180903.437500 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -180903.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -180935.312500 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -180935.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -180967.796875 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -180967.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -180988.437500 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -180988.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -180998.734375 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -180998.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -181009.812500 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -181009.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -181014.234375 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -181014.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -181020.875000 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -181020.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -181027.281250 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -181027.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -181034.453125 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -181034.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -181043.640625 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -181043.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -181051.734375 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -181051.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -181057.437500 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -181057.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -181060.953125 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -181061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -181068.109375 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -181068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -181073.765625 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -181073.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -181078.500000 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -181078.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -181083.234375 Penalty: 2408.362793
	Iteration 28Q: 3 clusters Score -181083.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -181088.750000 Penalty: 2408.362793
	Iteration 29Q: 3 clusters Score -181088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -181091.890625 Penalty: 2408.362793
	Iteration 30Q: 3 clusters Score -181091.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -181092.109375 Penalty: 2408.362793
	Iteration 31Q: 3 clusters Score -181092.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -181092.468750 Penalty: 2408.362793
	Iteration 32Q: 3 clusters Score -181092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -181092.937500 Penalty: 2408.362793
	Iteration 33Q: 3 clusters Score -181092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -181093.531250 Penalty: 2408.362793
	Iteration 34Q: 3 clusters Score -181093.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -181093.531250 Penalty: 2408.362793
	Iteration 35F: 3 clusters Score -181093.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -308188.750000 Penalty: 1283.431519
	Iteration 0F: 2 clusters Score -308188.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -305661.312500 Penalty: 2566.863037
	Iteration 0F: 3 clusters Score -305661.3 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -306348.437500 Penalty: 2566.863037
	Iteration 1F: 3 clusters Score -306348.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -306461.187500 Penalty: 2566.863037
	Iteration 2F: 3 clusters Score -306461.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306521.062500 Penalty: 2566.863037
	Iteration 3Q: 3 clusters Score -306521.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -306567.281250 Penalty: 2566.863037
	Iteration 4Q: 3 clusters Score -306567.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -306603.093750 Penalty: 2566.863037
	Iteration 5Q: 3 clusters Score -306603.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -306627.093750 Penalty: 2566.863037
	Iteration 6Q: 3 clusters Score -306627.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -306652.687500 Penalty: 2566.863037
	Iteration 7Q: 3 clusters Score -306652.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -306674.531250 Penalty: 2566.863037
	Iteration 8Q: 3 clusters Score -306674.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -306691.812500 Penalty: 2566.863037
	Iteration 9Q: 3 clusters Score -306691.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -306704.843750 Penalty: 2566.863037
	Iteration 10Q: 3 clusters Score -306704.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -306717.125000 Penalty: 2566.863037
	Iteration 11Q: 3 clusters Score -306717.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306733.125000 Penalty: 2566.863037
	Iteration 12Q: 3 clusters Score -306733.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -306750.625000 Penalty: 2566.863037
	Iteration 13Q: 3 clusters Score -306750.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -306767.281250 Penalty: 2566.863037
	Iteration 14Q: 3 clusters Score -306767.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -306782.937500 Penalty: 2566.863037
	Iteration 15Q: 3 clusters Score -306782.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -306795.812500 Penalty: 2566.863037
	Iteration 16Q: 3 clusters Score -306795.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -306808.562500 Penalty: 2566.863037
	Iteration 17Q: 3 clusters Score -306808.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -306824.062500 Penalty: 2566.863037
	Iteration 18Q: 3 clusters Score -306824.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -306843.968750 Penalty: 2566.863037
	Iteration 19Q: 3 clusters Score -306844 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -306861.125000 Penalty: 2566.863037
	Iteration 20F: 3 clusters Score -306861.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -306876.875000 Penalty: 2566.863037
	Iteration 21Q: 3 clusters Score -306876.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -306893.625000 Penalty: 2566.863037
	Iteration 22Q: 3 clusters Score -306893.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -306905.531250 Penalty: 2566.863037
	Iteration 23Q: 3 clusters Score -306905.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -306912.781250 Penalty: 2566.863037
	Iteration 24Q: 3 clusters Score -306912.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -306920.406250 Penalty: 2566.863037
	Iteration 25Q: 3 clusters Score -306920.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -306926.312500 Penalty: 2566.863037
	Iteration 26Q: 3 clusters Score -306926.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -306934.250000 Penalty: 2566.863037
	Iteration 27Q: 3 clusters Score -306934.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -306943.343750 Penalty: 2566.863037
	Iteration 28Q: 3 clusters Score -306943.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -306950.656250 Penalty: 2566.863037
	Iteration 29Q: 3 clusters Score -306950.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -306962.281250 Penalty: 2566.863037
	Iteration 30Q: 3 clusters Score -306962.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -306978.625000 Penalty: 2566.863037
	Iteration 31Q: 3 clusters Score -306978.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -306993.625000 Penalty: 2566.863037
	Iteration 32Q: 3 clusters Score -306993.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -307007.000000 Penalty: 2566.863037
	Iteration 33Q: 3 clusters Score -307007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -307020.093750 Penalty: 2566.863037
	Iteration 34Q: 3 clusters Score -307020.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -307034.406250 Penalty: 2566.863037
	Iteration 35Q: 3 clusters Score -307034.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -307040.656250 Penalty: 2566.863037
	Iteration 36Q: 3 clusters Score -307040.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -307046.312500 Penalty: 2566.863037
	Iteration 37Q: 3 clusters Score -307046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -307051.750000 Penalty: 2566.863037
	Iteration 38Q: 3 clusters Score -307051.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -307059.750000 Penalty: 2566.863037
	Iteration 39Q: 3 clusters Score -307059.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -307068.250000 Penalty: 2566.863037
	Iteration 40F: 3 clusters Score -307068.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -307075.625000 Penalty: 2566.863037
	Iteration 41Q: 3 clusters Score -307075.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -307083.875000 Penalty: 2566.863037
	Iteration 42Q: 3 clusters Score -307083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -307092.218750 Penalty: 2566.863037
	Iteration 43Q: 3 clusters Score -307092.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -307097.750000 Penalty: 2566.863037
	Iteration 44Q: 3 clusters Score -307097.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -307100.281250 Penalty: 2566.863037
	Iteration 45Q: 3 clusters Score -307100.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -307102.781250 Penalty: 2566.863037
	Iteration 46Q: 3 clusters Score -307102.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -307103.375000 Penalty: 2566.863037
	Iteration 47Q: 3 clusters Score -307103.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -307104.562500 Penalty: 2566.863037
	Iteration 48Q: 3 clusters Score -307104.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -307105.093750 Penalty: 2566.863037
	Iteration 49Q: 3 clusters Score -307105.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -307105.843750 Penalty: 2566.863037
	Iteration 50Q: 3 clusters Score -307105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -307107.062500 Penalty: 2566.863037
	Iteration 51Q: 3 clusters Score -307107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -307107.562500 Penalty: 2566.863037
	Iteration 52Q: 3 clusters Score -307107.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -307108.906250 Penalty: 2566.863037
	Iteration 53Q: 3 clusters Score -307108.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -307108.906250 Penalty: 2566.863037
	Iteration 54F: 3 clusters Score -307108.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Entering Unmasked Estep 
Score: -621195.125000 Penalty: 1400.943848
	Iteration 0F: 2 clusters Score -621195.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -616863.812500 Penalty: 2801.887695
	Iteration 0F: 3 clusters Score -616863.8 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -618107.062500 Penalty: 2801.887695
	Iteration 1F: 3 clusters Score -618107.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -618325.625000 Penalty: 2801.887695
	Iteration 2F: 3 clusters Score -618325.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -618500.437500 Penalty: 2801.887695
	Iteration 3F: 3 clusters Score -618500.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -618636.625000 Penalty: 2801.887695
	Iteration 4Q: 3 clusters Score -618636.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -618752.062500 Penalty: 2801.887695
	Iteration 5Q: 3 clusters Score -618752.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -618829.812500 Penalty: 2801.887695
	Iteration 6Q: 3 clusters Score -618829.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -618903.000000 Penalty: 2801.887695
	Iteration 7Q: 3 clusters Score -618903 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -618979.125000 Penalty: 2801.887695
	Iteration 8Q: 3 clusters Score -618979.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -619063.312500 Penalty: 2801.887695
	Iteration 9Q: 3 clusters Score -619063.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -619158.687500 Penalty: 2801.887695
	Iteration 10Q: 3 clusters Score -619158.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -619254.437500 Penalty: 2801.887695
	Iteration 11Q: 3 clusters Score -619254.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -619364.562500 Penalty: 2801.887695
	Iteration 12Q: 3 clusters Score -619364.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -619475.687500 Penalty: 2801.887695
	Iteration 13Q: 3 clusters Score -619475.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -619562.250000 Penalty: 2801.887695
	Iteration 14Q: 3 clusters Score -619562.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -619637.000000 Penalty: 2801.887695
	Iteration 15Q: 3 clusters Score -619637 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -619698.750000 Penalty: 2801.887695
	Iteration 16Q: 3 clusters Score -619698.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -619759.687500 Penalty: 2801.887695
	Iteration 17Q: 3 clusters Score -619759.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -619830.000000 Penalty: 2801.887695
	Iteration 18Q: 3 clusters Score -619830 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -619903.062500 Penalty: 2801.887695
	Iteration 19Q: 3 clusters Score -619903.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -619983.812500 Penalty: 2801.887695
	Iteration 20F: 3 clusters Score -619983.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -620067.937500 Penalty: 2801.887695
	Iteration 21Q: 3 clusters Score -620067.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -620168.812500 Penalty: 2801.887695
	Iteration 22Q: 3 clusters Score -620168.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -620264.937500 Penalty: 2801.887695
	Iteration 23Q: 3 clusters Score -620264.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -620322.312500 Penalty: 2801.887695
	Iteration 24Q: 3 clusters Score -620322.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -620360.812500 Penalty: 2801.887695
	Iteration 25Q: 3 clusters Score -620360.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -620393.250000 Penalty: 2801.887695
	Iteration 26Q: 3 clusters Score -620393.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -620417.125000 Penalty: 2801.887695
	Iteration 27Q: 3 clusters Score -620417.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -620434.125000 Penalty: 2801.887695
	Iteration 28Q: 3 clusters Score -620434.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -620446.187500 Penalty: 2801.887695
	Iteration 29Q: 3 clusters Score -620446.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -620456.875000 Penalty: 2801.887695
	Iteration 30Q: 3 clusters Score -620456.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -620464.437500 Penalty: 2801.887695
	Iteration 31Q: 3 clusters Score -620464.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -620473.562500 Penalty: 2801.887695
	Iteration 32Q: 3 clusters Score -620473.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -620476.687500 Penalty: 2801.887695
	Iteration 33Q: 3 clusters Score -620476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -620480.562500 Penalty: 2801.887695
	Iteration 34Q: 3 clusters Score -620480.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -620484.937500 Penalty: 2801.887695
	Iteration 35Q: 3 clusters Score -620484.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -620488.250000 Penalty: 2801.887695
	Iteration 36Q: 3 clusters Score -620488.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -620489.000000 Penalty: 2801.887695
	Iteration 37Q: 3 clusters Score -620489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -620493.500000 Penalty: 2801.887695
	Iteration 38Q: 3 clusters Score -620493.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -620496.125000 Penalty: 2801.887695
	Iteration 39Q: 3 clusters Score -620496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -620499.562500 Penalty: 2801.887695
	Iteration 40F: 3 clusters Score -620499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -620498.250000 Penalty: 2801.887695
	Iteration 41Q: 3 clusters Score -620498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -620500.000000 Penalty: 2801.887695
	Iteration 42Q: 3 clusters Score -620500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -620500.062500 Penalty: 2801.887695
	Iteration 43Q: 3 clusters Score -620500.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -620500.750000 Penalty: 2801.887695
	Iteration 44Q: 3 clusters Score -620500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -620502.125000 Penalty: 2801.887695
	Iteration 45Q: 3 clusters Score -620502.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -620501.562500 Penalty: 2801.887695
	Iteration 46Q: 3 clusters Score -620501.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -620501.562500 Penalty: 2801.887695
	Iteration 47F: 3 clusters Score -620501.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Entering Unmasked Estep 
Score: -3044835.000000 Penalty: 1654.585693
	Iteration 0F: 2 clusters Score -3044835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3026890.500000 Penalty: 3309.171387
	Iteration 0F: 3 clusters Score -3026890 nChanged 12217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -3033615.250000 Penalty: 3309.171387
	Iteration 1F: 3 clusters Score -3033615 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3034004.250000 Penalty: 3309.171387
	Iteration 2Q: 3 clusters Score -3034004 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -3034420.250000 Penalty: 3309.171387
	Iteration 3Q: 3 clusters Score -3034420 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3034998.750000 Penalty: 3309.171387
	Iteration 4Q: 3 clusters Score -3034999 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -3035790.500000 Penalty: 3309.171387
	Iteration 5F: 3 clusters Score -3035790 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3036871.250000 Penalty: 3309.171387
	Iteration 6F: 3 clusters Score -3036871 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -3038293.750000 Penalty: 3309.171387
	Iteration 7F: 3 clusters Score -3038294 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -3039918.750000 Penalty: 3309.171387
	Iteration 8F: 3 clusters Score -3039919 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -3041349.750000 Penalty: 3309.171387
	Iteration 9F: 3 clusters Score -3041350 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3042293.750000 Penalty: 3309.171387
	Iteration 10Q: 3 clusters Score -3042294 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -3042791.500000 Penalty: 3309.171387
	Iteration 11Q: 3 clusters Score -3042792 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -3043054.000000 Penalty: 3309.171387
	Iteration 12Q: 3 clusters Score -3043054 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -3043183.750000 Penalty: 3309.171387
	Iteration 13Q: 3 clusters Score -3043184 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3043250.000000 Penalty: 3309.171387
	Iteration 14Q: 3 clusters Score -3043250 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3043294.750000 Penalty: 3309.171387
	Iteration 15Q: 3 clusters Score -3043295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3043320.500000 Penalty: 3309.171387
	Iteration 16Q: 3 clusters Score -3043320 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -3043348.250000 Penalty: 3309.171387
	Iteration 17Q: 3 clusters Score -3043348 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 26102 members 
Entering Unmasked Estep 
Score: -3043366.750000 Penalty: 3309.171387
	Iteration 18Q: 3 clusters Score -3043367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -3043382.000000 Penalty: 3309.171387
	Iteration 19Q: 3 clusters Score -3043382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 26123 members 
Entering Unmasked Estep 
Score: -3043389.000000 Penalty: 3309.171387
	Iteration 20F: 3 clusters Score -3043389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -3043401.000000 Penalty: 3309.171387
	Iteration 21Q: 3 clusters Score -3043401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3043410.250000 Penalty: 3309.171387
	Iteration 22Q: 3 clusters Score -3043410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -3043418.750000 Penalty: 3309.171387
	Iteration 23Q: 3 clusters Score -3043419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3043421.500000 Penalty: 3309.171387
	Iteration 24Q: 3 clusters Score -3043422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -3043423.750000 Penalty: 3309.171387
	Iteration 25Q: 3 clusters Score -3043424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -3043426.000000 Penalty: 3309.171387
	Iteration 26Q: 3 clusters Score -3043426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3043428.000000 Penalty: 3309.171387
	Iteration 27Q: 3 clusters Score -3043428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3043427.750000 Penalty: 3309.171387
	Iteration 28Q: 3 clusters Score -3043428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3043429.750000 Penalty: 3309.171387
	Iteration 29Q: 3 clusters Score -3043430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -3043433.750000 Penalty: 3309.171387
	Iteration 30Q: 3 clusters Score -3043434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3043433.750000 Penalty: 3309.171387
	Iteration 31Q: 3 clusters Score -3043434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -3043435.750000 Penalty: 3309.171387
	Iteration 32Q: 3 clusters Score -3043436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3043437.250000 Penalty: 3309.171387
	Iteration 33Q: 3 clusters Score -3043437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -3043437.250000 Penalty: 3309.171387
	Iteration 34F: 3 clusters Score -3043437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Entering Unmasked Estep 
Score: -414398.125000 Penalty: 1353.019653
	Iteration 0F: 2 clusters Score -414398.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -411004.687500 Penalty: 2706.039307
	Iteration 0F: 3 clusters Score -411004.7 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -412202.250000 Penalty: 2706.039307
	Iteration 1F: 3 clusters Score -412202.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -412695.250000 Penalty: 2706.039307
	Iteration 2F: 3 clusters Score -412695.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -413007.781250 Penalty: 2706.039307
	Iteration 3F: 3 clusters Score -413007.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -413189.437500 Penalty: 2706.039307
	Iteration 4F: 3 clusters Score -413189.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -413295.875000 Penalty: 2706.039307
	Iteration 5Q: 3 clusters Score -413295.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -413363.250000 Penalty: 2706.039307
	Iteration 6Q: 3 clusters Score -413363.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -413401.593750 Penalty: 2706.039307
	Iteration 7Q: 3 clusters Score -413401.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -413425.500000 Penalty: 2706.039307
	Iteration 8Q: 3 clusters Score -413425.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -413439.593750 Penalty: 2706.039307
	Iteration 9Q: 3 clusters Score -413439.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -413447.500000 Penalty: 2706.039307
	Iteration 10Q: 3 clusters Score -413447.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -413451.843750 Penalty: 2706.039307
	Iteration 11Q: 3 clusters Score -413451.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -413460.250000 Penalty: 2706.039307
	Iteration 12Q: 3 clusters Score -413460.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -413473.125000 Penalty: 2706.039307
	Iteration 13Q: 3 clusters Score -413473.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -413484.812500 Penalty: 2706.039307
	Iteration 14Q: 3 clusters Score -413484.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -413496.750000 Penalty: 2706.039307
	Iteration 15Q: 3 clusters Score -413496.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -413507.562500 Penalty: 2706.039307
	Iteration 16Q: 3 clusters Score -413507.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -413512.843750 Penalty: 2706.039307
	Iteration 17Q: 3 clusters Score -413512.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -413515.781250 Penalty: 2706.039307
	Iteration 18Q: 3 clusters Score -413515.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -413519.562500 Penalty: 2706.039307
	Iteration 19Q: 3 clusters Score -413519.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -413524.625000 Penalty: 2706.039307
	Iteration 20F: 3 clusters Score -413524.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -413531.375000 Penalty: 2706.039307
	Iteration 21Q: 3 clusters Score -413531.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -413535.812500 Penalty: 2706.039307
	Iteration 22Q: 3 clusters Score -413535.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -413537.625000 Penalty: 2706.039307
	Iteration 23Q: 3 clusters Score -413537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -413539.781250 Penalty: 2706.039307
	Iteration 24Q: 3 clusters Score -413539.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -413541.656250 Penalty: 2706.039307
	Iteration 25Q: 3 clusters Score -413541.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -413544.781250 Penalty: 2706.039307
	Iteration 26Q: 3 clusters Score -413544.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -413545.718750 Penalty: 2706.039307
	Iteration 27Q: 3 clusters Score -413545.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -413547.250000 Penalty: 2706.039307
	Iteration 28Q: 3 clusters Score -413547.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -413548.093750 Penalty: 2706.039307
	Iteration 29Q: 3 clusters Score -413548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -413549.062500 Penalty: 2706.039307
	Iteration 30Q: 3 clusters Score -413549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -413549.437500 Penalty: 2706.039307
	Iteration 31Q: 3 clusters Score -413549.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -413551.375000 Penalty: 2706.039307
	Iteration 32Q: 3 clusters Score -413551.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -413552.250000 Penalty: 2706.039307
	Iteration 33Q: 3 clusters Score -413552.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -413553.656250 Penalty: 2706.039307
	Iteration 34Q: 3 clusters Score -413553.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -413554.781250 Penalty: 2706.039307
	Iteration 35Q: 3 clusters Score -413554.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -413554.375000 Penalty: 2706.039307
	Iteration 36Q: 3 clusters Score -413554.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -413555.125000 Penalty: 2706.039307
	Iteration 37Q: 3 clusters Score -413555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -413555.906250 Penalty: 2706.039307
	Iteration 38Q: 3 clusters Score -413555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -413556.187500 Penalty: 2706.039307
	Iteration 39Q: 3 clusters Score -413556.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -413556.468750 Penalty: 2706.039307
	Iteration 40F: 3 clusters Score -413556.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Entering Unmasked Estep 
Score: -36884.125000 Penalty: 1029.734253
	Iteration 0F: 2 clusters Score -36884.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -35872.015625 Penalty: 2059.468506
	Iteration 0F: 3 clusters Score -35872.02 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36284.902344 Penalty: 2059.468506
	Iteration 1F: 3 clusters Score -36284.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36431.371094 Penalty: 2059.468506
	Iteration 2F: 3 clusters Score -36431.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36482.882812 Penalty: 2059.468506
	Iteration 3Q: 3 clusters Score -36482.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36508.003906 Penalty: 2059.468506
	Iteration 4Q: 3 clusters Score -36508 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36517.589844 Penalty: 2059.468506
	Iteration 5Q: 3 clusters Score -36517.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36518.304688 Penalty: 2059.468506
	Iteration 6Q: 3 clusters Score -36518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36518.902344 Penalty: 2059.468506
	Iteration 7Q: 3 clusters Score -36518.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36519.855469 Penalty: 2059.468506
	Iteration 8Q: 3 clusters Score -36519.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36521.613281 Penalty: 2059.468506
	Iteration 9Q: 3 clusters Score -36521.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36521.613281 Penalty: 2059.468506
	Iteration 10F: 3 clusters Score -36521.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -486497.718750 Penalty: 1359.081055
	Iteration 0F: 2 clusters Score -486497.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -482970.156250 Penalty: 2718.162109
	Iteration 0F: 3 clusters Score -482970.2 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -483976.937500 Penalty: 2718.162109
	Iteration 1F: 3 clusters Score -483976.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -484139.812500 Penalty: 2718.162109
	Iteration 2F: 3 clusters Score -484139.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -484249.781250 Penalty: 2718.162109
	Iteration 3Q: 3 clusters Score -484249.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -484342.687500 Penalty: 2718.162109
	Iteration 4Q: 3 clusters Score -484342.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -484422.656250 Penalty: 2718.162109
	Iteration 5Q: 3 clusters Score -484422.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -484508.781250 Penalty: 2718.162109
	Iteration 6Q: 3 clusters Score -484508.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -484595.687500 Penalty: 2718.162109
	Iteration 7Q: 3 clusters Score -484595.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -484686.875000 Penalty: 2718.162109
	Iteration 8Q: 3 clusters Score -484686.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -484779.937500 Penalty: 2718.162109
	Iteration 9Q: 3 clusters Score -484779.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -484853.281250 Penalty: 2718.162109
	Iteration 10Q: 3 clusters Score -484853.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -484913.343750 Penalty: 2718.162109
	Iteration 11Q: 3 clusters Score -484913.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -484968.156250 Penalty: 2718.162109
	Iteration 12Q: 3 clusters Score -484968.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -485016.250000 Penalty: 2718.162109
	Iteration 13Q: 3 clusters Score -485016.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -485063.375000 Penalty: 2718.162109
	Iteration 14Q: 3 clusters Score -485063.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -485111.343750 Penalty: 2718.162109
	Iteration 15Q: 3 clusters Score -485111.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -485159.687500 Penalty: 2718.162109
	Iteration 16Q: 3 clusters Score -485159.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -485216.093750 Penalty: 2718.162109
	Iteration 17Q: 3 clusters Score -485216.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -485261.843750 Penalty: 2718.162109
	Iteration 18Q: 3 clusters Score -485261.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -485296.187500 Penalty: 2718.162109
	Iteration 19Q: 3 clusters Score -485296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -485320.843750 Penalty: 2718.162109
	Iteration 20F: 3 clusters Score -485320.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -485338.750000 Penalty: 2718.162109
	Iteration 21Q: 3 clusters Score -485338.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -485357.187500 Penalty: 2718.162109
	Iteration 22Q: 3 clusters Score -485357.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -485387.718750 Penalty: 2718.162109
	Iteration 23Q: 3 clusters Score -485387.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -485409.187500 Penalty: 2718.162109
	Iteration 24Q: 3 clusters Score -485409.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -485422.343750 Penalty: 2718.162109
	Iteration 25Q: 3 clusters Score -485422.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -485434.968750 Penalty: 2718.162109
	Iteration 26Q: 3 clusters Score -485435 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -485445.187500 Penalty: 2718.162109
	Iteration 27Q: 3 clusters Score -485445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -485450.000000 Penalty: 2718.162109
	Iteration 28Q: 3 clusters Score -485450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -485451.843750 Penalty: 2718.162109
	Iteration 29Q: 3 clusters Score -485451.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -485455.437500 Penalty: 2718.162109
	Iteration 30Q: 3 clusters Score -485455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -485462.281250 Penalty: 2718.162109
	Iteration 31Q: 3 clusters Score -485462.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -485465.031250 Penalty: 2718.162109
	Iteration 32Q: 3 clusters Score -485465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -485465.250000 Penalty: 2718.162109
	Iteration 33Q: 3 clusters Score -485465.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -485465.812500 Penalty: 2718.162109
	Iteration 34Q: 3 clusters Score -485465.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -485466.562500 Penalty: 2718.162109
	Iteration 35Q: 3 clusters Score -485466.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -485466.562500 Penalty: 2718.162109
	Iteration 36F: 3 clusters Score -485466.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Entering Unmasked Estep 
Score: -741197.687500 Penalty: 1429.994019
	Iteration 0F: 2 clusters Score -741197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -736192.812500 Penalty: 2859.988037
	Iteration 0F: 3 clusters Score -736192.8 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -737813.312500 Penalty: 2859.988037
	Iteration 1F: 3 clusters Score -737813.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -738167.750000 Penalty: 2859.988037
	Iteration 2F: 3 clusters Score -738167.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -738508.625000 Penalty: 2859.988037
	Iteration 3F: 3 clusters Score -738508.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -738753.062500 Penalty: 2859.988037
	Iteration 4F: 3 clusters Score -738753.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -738937.875000 Penalty: 2859.988037
	Iteration 5Q: 3 clusters Score -738937.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -739106.812500 Penalty: 2859.988037
	Iteration 6Q: 3 clusters Score -739106.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -739248.000000 Penalty: 2859.988037
	Iteration 7Q: 3 clusters Score -739248 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -739396.062500 Penalty: 2859.988037
	Iteration 8Q: 3 clusters Score -739396.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -739540.750000 Penalty: 2859.988037
	Iteration 9Q: 3 clusters Score -739540.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -739660.875000 Penalty: 2859.988037
	Iteration 10Q: 3 clusters Score -739660.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -739757.750000 Penalty: 2859.988037
	Iteration 11Q: 3 clusters Score -739757.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -739831.187500 Penalty: 2859.988037
	Iteration 12Q: 3 clusters Score -739831.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -739882.750000 Penalty: 2859.988037
	Iteration 13Q: 3 clusters Score -739882.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -739910.875000 Penalty: 2859.988037
	Iteration 14Q: 3 clusters Score -739910.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -739935.562500 Penalty: 2859.988037
	Iteration 15Q: 3 clusters Score -739935.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -739958.312500 Penalty: 2859.988037
	Iteration 16Q: 3 clusters Score -739958.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -739981.437500 Penalty: 2859.988037
	Iteration 17Q: 3 clusters Score -739981.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -740000.125000 Penalty: 2859.988037
	Iteration 18Q: 3 clusters Score -740000.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -740019.312500 Penalty: 2859.988037
	Iteration 19Q: 3 clusters Score -740019.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -740030.250000 Penalty: 2859.988037
	Iteration 20F: 3 clusters Score -740030.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -740035.562500 Penalty: 2859.988037
	Iteration 21Q: 3 clusters Score -740035.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -740046.937500 Penalty: 2859.988037
	Iteration 22Q: 3 clusters Score -740046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -740050.937500 Penalty: 2859.988037
	Iteration 23Q: 3 clusters Score -740050.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -740055.000000 Penalty: 2859.988037
	Iteration 24Q: 3 clusters Score -740055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -740056.000000 Penalty: 2859.988037
	Iteration 25Q: 3 clusters Score -740056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -740059.312500 Penalty: 2859.988037
	Iteration 26Q: 3 clusters Score -740059.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -740059.125000 Penalty: 2859.988037
	Iteration 27Q: 3 clusters Score -740059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -740058.562500 Penalty: 2859.988037
	Iteration 28Q: 3 clusters Score -740058.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -740058.562500 Penalty: 2859.988037
	Iteration 29F: 3 clusters Score -740058.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -193277.875000 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -193277.9 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 896 members 
Entering Unmasked Estep 
Score: -191354.203125 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -191354.2 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -191785.343750 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -191785.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -191906.250000 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -191906.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -191984.937500 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -191984.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -192044.812500 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -192044.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -192095.062500 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -192095.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -192141.703125 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -192141.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -192176.500000 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -192176.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -192197.890625 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -192197.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -192211.453125 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -192211.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -192222.218750 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -192222.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -192240.609375 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -192240.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -192270.687500 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -192270.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -192293.250000 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -192293.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -192310.156250 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -192310.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -192324.968750 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -192325 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -192347.671875 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -192347.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -192375.203125 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -192375.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -192417.140625 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -192417.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -192485.171875 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -192485.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -192530.468750 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -192530.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192555.984375 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -192556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192596.578125 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -192596.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192643.890625 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -192643.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192683.937500 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -192683.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -192720.625000 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -192720.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -192745.734375 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -192745.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -192765.640625 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -192765.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -192775.156250 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -192775.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -192777.187500 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -192777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -192779.390625 Penalty: 2425.779541
	Iteration 30Q: 3 clusters Score -192779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -192781.875000 Penalty: 2425.779541
	Iteration 31Q: 3 clusters Score -192781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -192784.734375 Penalty: 2425.779541
	Iteration 32Q: 3 clusters Score -192784.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -192786.734375 Penalty: 2425.779541
	Iteration 33Q: 3 clusters Score -192786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -192790.296875 Penalty: 2425.779541
	Iteration 34Q: 3 clusters Score -192790.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -192791.562500 Penalty: 2425.779541
	Iteration 35Q: 3 clusters Score -192791.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -192791.562500 Penalty: 2425.779541
	Iteration 36F: 3 clusters Score -192791.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Entering Unmasked Estep 
Score: -2404032.750000 Penalty: 1616.095825
	Iteration 0F: 2 clusters Score -2404033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2389805.750000 Penalty: 3232.191650
	Iteration 0F: 3 clusters Score -2389806 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2394964.750000 Penalty: 3232.191650
	Iteration 1F: 3 clusters Score -2394965 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2395600.250000 Penalty: 3232.191650
	Iteration 2F: 3 clusters Score -2395600 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2396208.500000 Penalty: 3232.191650
	Iteration 3F: 3 clusters Score -2396208 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -2396782.500000 Penalty: 3232.191650
	Iteration 4F: 3 clusters Score -2396782 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2397378.750000 Penalty: 3232.191650
	Iteration 5F: 3 clusters Score -2397379 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -2397934.000000 Penalty: 3232.191650
	Iteration 6F: 3 clusters Score -2397934 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -2398395.750000 Penalty: 3232.191650
	Iteration 7Q: 3 clusters Score -2398396 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2398826.750000 Penalty: 3232.191650
	Iteration 8Q: 3 clusters Score -2398827 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2399184.250000 Penalty: 3232.191650
	Iteration 9Q: 3 clusters Score -2399184 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2399446.750000 Penalty: 3232.191650
	Iteration 10Q: 3 clusters Score -2399447 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2399679.500000 Penalty: 3232.191650
	Iteration 11Q: 3 clusters Score -2399680 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2399888.000000 Penalty: 3232.191650
	Iteration 12Q: 3 clusters Score -2399888 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -2400095.500000 Penalty: 3232.191650
	Iteration 13Q: 3 clusters Score -2400096 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2400301.250000 Penalty: 3232.191650
	Iteration 14Q: 3 clusters Score -2400301 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2400543.500000 Penalty: 3232.191650
	Iteration 15Q: 3 clusters Score -2400544 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2400805.500000 Penalty: 3232.191650
	Iteration 16Q: 3 clusters Score -2400806 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2401161.000000 Penalty: 3232.191650
	Iteration 17Q: 3 clusters Score -2401161 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2401480.500000 Penalty: 3232.191650
	Iteration 18Q: 3 clusters Score -2401480 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2401700.250000 Penalty: 3232.191650
	Iteration 19Q: 3 clusters Score -2401700 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2401851.500000 Penalty: 3232.191650
	Iteration 20F: 3 clusters Score -2401852 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2401971.250000 Penalty: 3232.191650
	Iteration 21Q: 3 clusters Score -2401971 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2402061.250000 Penalty: 3232.191650
	Iteration 22Q: 3 clusters Score -2402061 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2402123.750000 Penalty: 3232.191650
	Iteration 23Q: 3 clusters Score -2402124 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2402181.500000 Penalty: 3232.191650
	Iteration 24Q: 3 clusters Score -2402182 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2402221.750000 Penalty: 3232.191650
	Iteration 25Q: 3 clusters Score -2402222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -2402270.500000 Penalty: 3232.191650
	Iteration 26Q: 3 clusters Score -2402270 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -2402317.000000 Penalty: 3232.191650
	Iteration 27Q: 3 clusters Score -2402317 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2402355.000000 Penalty: 3232.191650
	Iteration 28Q: 3 clusters Score -2402355 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2402390.500000 Penalty: 3232.191650
	Iteration 29Q: 3 clusters Score -2402390 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -2402418.250000 Penalty: 3232.191650
	Iteration 30Q: 3 clusters Score -2402418 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2402454.000000 Penalty: 3232.191650
	Iteration 31Q: 3 clusters Score -2402454 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2402501.000000 Penalty: 3232.191650
	Iteration 32Q: 3 clusters Score -2402501 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -2402540.750000 Penalty: 3232.191650
	Iteration 33Q: 3 clusters Score -2402541 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2402580.250000 Penalty: 3232.191650
	Iteration 34Q: 3 clusters Score -2402580 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2402608.000000 Penalty: 3232.191650
	Iteration 35Q: 3 clusters Score -2402608 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2402647.750000 Penalty: 3232.191650
	Iteration 36Q: 3 clusters Score -2402648 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2402680.750000 Penalty: 3232.191650
	Iteration 37Q: 3 clusters Score -2402681 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -2402714.500000 Penalty: 3232.191650
	Iteration 38Q: 3 clusters Score -2402714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -2402755.750000 Penalty: 3232.191650
	Iteration 39Q: 3 clusters Score -2402756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2402787.000000 Penalty: 3232.191650
	Iteration 40F: 3 clusters Score -2402787 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2402826.500000 Penalty: 3232.191650
	Iteration 41Q: 3 clusters Score -2402826 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -2402848.500000 Penalty: 3232.191650
	Iteration 42Q: 3 clusters Score -2402848 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2402876.500000 Penalty: 3232.191650
	Iteration 43Q: 3 clusters Score -2402876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -2402916.250000 Penalty: 3232.191650
	Iteration 44Q: 3 clusters Score -2402916 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -2402948.500000 Penalty: 3232.191650
	Iteration 45Q: 3 clusters Score -2402948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2402971.250000 Penalty: 3232.191650
	Iteration 46Q: 3 clusters Score -2402971 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -2402993.000000 Penalty: 3232.191650
	Iteration 47Q: 3 clusters Score -2402993 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2403003.000000 Penalty: 3232.191650
	Iteration 48Q: 3 clusters Score -2403003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2403016.750000 Penalty: 3232.191650
	Iteration 49Q: 3 clusters Score -2403017 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2403043.750000 Penalty: 3232.191650
	Iteration 50Q: 3 clusters Score -2403044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2403067.750000 Penalty: 3232.191650
	Iteration 51Q: 3 clusters Score -2403068 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2403082.500000 Penalty: 3232.191650
	Iteration 52Q: 3 clusters Score -2403082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2403107.750000 Penalty: 3232.191650
	Iteration 53Q: 3 clusters Score -2403108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2403112.500000 Penalty: 3232.191650
	Iteration 54Q: 3 clusters Score -2403112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2403123.000000 Penalty: 3232.191650
	Iteration 55Q: 3 clusters Score -2403123 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2403131.750000 Penalty: 3232.191650
	Iteration 56Q: 3 clusters Score -2403132 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2403144.250000 Penalty: 3232.191650
	Iteration 57Q: 3 clusters Score -2403144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2403154.250000 Penalty: 3232.191650
	Iteration 58Q: 3 clusters Score -2403154 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2403164.750000 Penalty: 3232.191650
	Iteration 59Q: 3 clusters Score -2403165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2403164.250000 Penalty: 3232.191650
	Iteration 60F: 3 clusters Score -2403164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2403168.750000 Penalty: 3232.191650
	Iteration 61Q: 3 clusters Score -2403169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2403176.500000 Penalty: 3232.191650
	Iteration 62Q: 3 clusters Score -2403176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2403183.750000 Penalty: 3232.191650
	Iteration 63Q: 3 clusters Score -2403184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2403193.250000 Penalty: 3232.191650
	Iteration 64Q: 3 clusters Score -2403193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2403202.750000 Penalty: 3232.191650
	Iteration 65Q: 3 clusters Score -2403203 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2403212.000000 Penalty: 3232.191650
	Iteration 66Q: 3 clusters Score -2403212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2403215.500000 Penalty: 3232.191650
	Iteration 67Q: 3 clusters Score -2403216 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -2403219.000000 Penalty: 3232.191650
	Iteration 68Q: 3 clusters Score -2403219 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18767 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2403223.750000 Penalty: 3232.191650
	Iteration 69Q: 3 clusters Score -2403224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2403225.500000 Penalty: 3232.191650
	Iteration 70Q: 3 clusters Score -2403226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2403230.000000 Penalty: 3232.191650
	Iteration 71Q: 3 clusters Score -2403230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2403234.750000 Penalty: 3232.191650
	Iteration 72Q: 3 clusters Score -2403235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2403240.500000 Penalty: 3232.191650
	Iteration 73Q: 3 clusters Score -2403240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2403242.500000 Penalty: 3232.191650
	Iteration 74Q: 3 clusters Score -2403242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2403243.250000 Penalty: 3232.191650
	Iteration 75Q: 3 clusters Score -2403243 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2403254.750000 Penalty: 3232.191650
	Iteration 76Q: 3 clusters Score -2403255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2403255.500000 Penalty: 3232.191650
	Iteration 77Q: 3 clusters Score -2403256 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2403266.000000 Penalty: 3232.191650
	Iteration 78Q: 3 clusters Score -2403266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2403269.000000 Penalty: 3232.191650
	Iteration 79Q: 3 clusters Score -2403269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2403267.500000 Penalty: 3232.191650
	Iteration 80F: 3 clusters Score -2403268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2403266.500000 Penalty: 3232.191650
	Iteration 81Q: 3 clusters Score -2403266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19027 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2403266.750000 Penalty: 3232.191650
	Iteration 82Q: 3 clusters Score -2403267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2403267.750000 Penalty: 3232.191650
	Iteration 83Q: 3 clusters Score -2403268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2403273.750000 Penalty: 3232.191650
	Iteration 84Q: 3 clusters Score -2403274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2403276.000000 Penalty: 3232.191650
	Iteration 85Q: 3 clusters Score -2403276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2403273.500000 Penalty: 3232.191650
	Iteration 86Q: 3 clusters Score -2403274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2403272.250000 Penalty: 3232.191650
	Iteration 87Q: 3 clusters Score -2403272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2403275.250000 Penalty: 3232.191650
	Iteration 88Q: 3 clusters Score -2403275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19077 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2403276.750000 Penalty: 3232.191650
	Iteration 89Q: 3 clusters Score -2403277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2403272.500000 Penalty: 3232.191650
	Iteration 90Q: 3 clusters Score -2403272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2403276.250000 Penalty: 3232.191650
	Iteration 91Q: 3 clusters Score -2403276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2403278.750000 Penalty: 3232.191650
	Iteration 92Q: 3 clusters Score -2403279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2403279.000000 Penalty: 3232.191650
	Iteration 93Q: 3 clusters Score -2403279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2403278.250000 Penalty: 3232.191650
	Iteration 94Q: 3 clusters Score -2403278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2403278.250000 Penalty: 3232.191650
	Iteration 95F: 3 clusters Score -2403278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -626850.062500 Penalty: 1399.502319
	Iteration 0F: 2 clusters Score -626850.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -622631.500000 Penalty: 2799.004639
	Iteration 0F: 3 clusters Score -622631.5 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -624020.375000 Penalty: 2799.004639
	Iteration 1F: 3 clusters Score -624020.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -624274.125000 Penalty: 2799.004639
	Iteration 2F: 3 clusters Score -624274.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -624451.250000 Penalty: 2799.004639
	Iteration 3F: 3 clusters Score -624451.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -624588.875000 Penalty: 2799.004639
	Iteration 4Q: 3 clusters Score -624588.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -624725.937500 Penalty: 2799.004639
	Iteration 5Q: 3 clusters Score -624725.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -624859.500000 Penalty: 2799.004639
	Iteration 6Q: 3 clusters Score -624859.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -625009.125000 Penalty: 2799.004639
	Iteration 7Q: 3 clusters Score -625009.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -625207.562500 Penalty: 2799.004639
	Iteration 8F: 3 clusters Score -625207.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -625506.000000 Penalty: 2799.004639
	Iteration 9F: 3 clusters Score -625506 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -625828.750000 Penalty: 2799.004639
	Iteration 10F: 3 clusters Score -625828.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -626081.500000 Penalty: 2799.004639
	Iteration 11F: 3 clusters Score -626081.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -626241.625000 Penalty: 2799.004639
	Iteration 12Q: 3 clusters Score -626241.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -626340.562500 Penalty: 2799.004639
	Iteration 13Q: 3 clusters Score -626340.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -626404.812500 Penalty: 2799.004639
	Iteration 14Q: 3 clusters Score -626404.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -626437.562500 Penalty: 2799.004639
	Iteration 15Q: 3 clusters Score -626437.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -626455.187500 Penalty: 2799.004639
	Iteration 16Q: 3 clusters Score -626455.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -626460.375000 Penalty: 2799.004639
	Iteration 17Q: 3 clusters Score -626460.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -626464.375000 Penalty: 2799.004639
	Iteration 18Q: 3 clusters Score -626464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -626466.125000 Penalty: 2799.004639
	Iteration 19Q: 3 clusters Score -626466.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -626467.187500 Penalty: 2799.004639
	Iteration 20F: 3 clusters Score -626467.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -626470.312500 Penalty: 2799.004639
	Iteration 21Q: 3 clusters Score -626470.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -626473.187500 Penalty: 2799.004639
	Iteration 22Q: 3 clusters Score -626473.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -626474.437500 Penalty: 2799.004639
	Iteration 23Q: 3 clusters Score -626474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -626474.437500 Penalty: 2799.004639
	Iteration 24Q: 3 clusters Score -626474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -626474.812500 Penalty: 2799.004639
	Iteration 25Q: 3 clusters Score -626474.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -626474.812500 Penalty: 2799.004639
	Iteration 26F: 3 clusters Score -626474.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Entering Unmasked Estep 
Score: -647707.375000 Penalty: 1406.387451
	Iteration 0F: 2 clusters Score -647707.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -643257.000000 Penalty: 2812.774902
	Iteration 0F: 3 clusters Score -643257 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -644629.937500 Penalty: 2812.774902
	Iteration 1F: 3 clusters Score -644629.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -644904.875000 Penalty: 2812.774902
	Iteration 2F: 3 clusters Score -644904.9 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -645159.625000 Penalty: 2812.774902
	Iteration 3F: 3 clusters Score -645159.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -645467.125000 Penalty: 2812.774902
	Iteration 4F: 3 clusters Score -645467.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -645770.187500 Penalty: 2812.774902
	Iteration 5F: 3 clusters Score -645770.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -646056.375000 Penalty: 2812.774902
	Iteration 6F: 3 clusters Score -646056.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -646260.312500 Penalty: 2812.774902
	Iteration 7Q: 3 clusters Score -646260.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -646402.562500 Penalty: 2812.774902
	Iteration 8Q: 3 clusters Score -646402.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -646499.875000 Penalty: 2812.774902
	Iteration 9Q: 3 clusters Score -646499.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -646577.187500 Penalty: 2812.774902
	Iteration 10Q: 3 clusters Score -646577.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -646624.250000 Penalty: 2812.774902
	Iteration 11Q: 3 clusters Score -646624.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -646660.937500 Penalty: 2812.774902
	Iteration 12Q: 3 clusters Score -646660.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -646685.062500 Penalty: 2812.774902
	Iteration 13Q: 3 clusters Score -646685.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -646704.312500 Penalty: 2812.774902
	Iteration 14Q: 3 clusters Score -646704.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -646719.875000 Penalty: 2812.774902
	Iteration 15Q: 3 clusters Score -646719.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -646729.312500 Penalty: 2812.774902
	Iteration 16Q: 3 clusters Score -646729.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -646743.625000 Penalty: 2812.774902
	Iteration 17Q: 3 clusters Score -646743.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -646754.750000 Penalty: 2812.774902
	Iteration 18Q: 3 clusters Score -646754.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -646763.375000 Penalty: 2812.774902
	Iteration 19Q: 3 clusters Score -646763.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -646766.000000 Penalty: 2812.774902
	Iteration 20F: 3 clusters Score -646766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -646775.187500 Penalty: 2812.774902
	Iteration 21Q: 3 clusters Score -646775.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -646780.687500 Penalty: 2812.774902
	Iteration 22Q: 3 clusters Score -646780.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -646784.500000 Penalty: 2812.774902
	Iteration 23Q: 3 clusters Score -646784.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -646789.500000 Penalty: 2812.774902
	Iteration 24Q: 3 clusters Score -646789.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -646793.062500 Penalty: 2812.774902
	Iteration 25Q: 3 clusters Score -646793.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -646798.062500 Penalty: 2812.774902
	Iteration 26Q: 3 clusters Score -646798.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -646803.312500 Penalty: 2812.774902
	Iteration 27Q: 3 clusters Score -646803.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -646803.750000 Penalty: 2812.774902
	Iteration 28Q: 3 clusters Score -646803.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -646807.250000 Penalty: 2812.774902
	Iteration 29Q: 3 clusters Score -646807.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -646810.312500 Penalty: 2812.774902
	Iteration 30Q: 3 clusters Score -646810.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -646811.437500 Penalty: 2812.774902
	Iteration 31Q: 3 clusters Score -646811.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -646812.312500 Penalty: 2812.774902
	Iteration 32Q: 3 clusters Score -646812.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -646814.312500 Penalty: 2812.774902
	Iteration 33Q: 3 clusters Score -646814.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -646814.500000 Penalty: 2812.774902
	Iteration 34Q: 3 clusters Score -646814.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -646814.500000 Penalty: 2812.774902
	Iteration 35F: 3 clusters Score -646814.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -260637.718750 Penalty: 1259.614746
	Iteration 0F: 2 clusters Score -260637.7 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 1178 members 
Entering Unmasked Estep 
Score: -258349.546875 Penalty: 2519.229492
	Iteration 0F: 3 clusters Score -258349.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -258848.625000 Penalty: 2519.229492
	Iteration 1F: 3 clusters Score -258848.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -258960.812500 Penalty: 2519.229492
	Iteration 2F: 3 clusters Score -258960.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -259034.187500 Penalty: 2519.229492
	Iteration 3Q: 3 clusters Score -259034.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -259086.859375 Penalty: 2519.229492
	Iteration 4Q: 3 clusters Score -259086.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -259133.859375 Penalty: 2519.229492
	Iteration 5Q: 3 clusters Score -259133.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -259167.734375 Penalty: 2519.229492
	Iteration 6Q: 3 clusters Score -259167.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259202.296875 Penalty: 2519.229492
	Iteration 7Q: 3 clusters Score -259202.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -259227.265625 Penalty: 2519.229492
	Iteration 8Q: 3 clusters Score -259227.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -259249.875000 Penalty: 2519.229492
	Iteration 9Q: 3 clusters Score -259249.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -259265.031250 Penalty: 2519.229492
	Iteration 10Q: 3 clusters Score -259265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -259283.296875 Penalty: 2519.229492
	Iteration 11Q: 3 clusters Score -259283.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -259304.578125 Penalty: 2519.229492
	Iteration 12Q: 3 clusters Score -259304.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -259329.390625 Penalty: 2519.229492
	Iteration 13Q: 3 clusters Score -259329.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -259367.500000 Penalty: 2519.229492
	Iteration 14Q: 3 clusters Score -259367.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -259401.562500 Penalty: 2519.229492
	Iteration 15Q: 3 clusters Score -259401.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -259437.500000 Penalty: 2519.229492
	Iteration 16Q: 3 clusters Score -259437.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -259468.796875 Penalty: 2519.229492
	Iteration 17Q: 3 clusters Score -259468.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -259493.453125 Penalty: 2519.229492
	Iteration 18Q: 3 clusters Score -259493.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -259513.140625 Penalty: 2519.229492
	Iteration 19Q: 3 clusters Score -259513.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -259535.406250 Penalty: 2519.229492
	Iteration 20F: 3 clusters Score -259535.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -259550.453125 Penalty: 2519.229492
	Iteration 21Q: 3 clusters Score -259550.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -259565.328125 Penalty: 2519.229492
	Iteration 22Q: 3 clusters Score -259565.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -259577.828125 Penalty: 2519.229492
	Iteration 23Q: 3 clusters Score -259577.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -259586.843750 Penalty: 2519.229492
	Iteration 24Q: 3 clusters Score -259586.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -259598.406250 Penalty: 2519.229492
	Iteration 25Q: 3 clusters Score -259598.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -259611.125000 Penalty: 2519.229492
	Iteration 26Q: 3 clusters Score -259611.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -259621.281250 Penalty: 2519.229492
	Iteration 27Q: 3 clusters Score -259621.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -259630.140625 Penalty: 2519.229492
	Iteration 28Q: 3 clusters Score -259630.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -259638.453125 Penalty: 2519.229492
	Iteration 29Q: 3 clusters Score -259638.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -259650.859375 Penalty: 2519.229492
	Iteration 30Q: 3 clusters Score -259650.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -259658.203125 Penalty: 2519.229492
	Iteration 31Q: 3 clusters Score -259658.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -259665.796875 Penalty: 2519.229492
	Iteration 32Q: 3 clusters Score -259665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -259680.515625 Penalty: 2519.229492
	Iteration 33Q: 3 clusters Score -259680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -259689.125000 Penalty: 2519.229492
	Iteration 34Q: 3 clusters Score -259689.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -259696.781250 Penalty: 2519.229492
	Iteration 35Q: 3 clusters Score -259696.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -259704.406250 Penalty: 2519.229492
	Iteration 36Q: 3 clusters Score -259704.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -259709.328125 Penalty: 2519.229492
	Iteration 37Q: 3 clusters Score -259709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -259712.437500 Penalty: 2519.229492
	Iteration 38Q: 3 clusters Score -259712.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -259716.609375 Penalty: 2519.229492
	Iteration 39Q: 3 clusters Score -259716.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -259718.234375 Penalty: 2519.229492
	Iteration 40F: 3 clusters Score -259718.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -259720.406250 Penalty: 2519.229492
	Iteration 41Q: 3 clusters Score -259720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -259722.000000 Penalty: 2519.229492
	Iteration 42Q: 3 clusters Score -259722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -259722.421875 Penalty: 2519.229492
	Iteration 43Q: 3 clusters Score -259722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -259722.421875 Penalty: 2519.229492
	Iteration 44F: 3 clusters Score -259722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -62741.656250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -62741.66 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 183 members 
Entering Unmasked Estep 
Score: -61775.828125 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -61775.83 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -61901.363281 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -61901.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -61920.027344 Penalty: 1930.555664
	Iteration 2Q: 3 clusters Score -61920.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -61926.976562 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -61926.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61929.960938 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -61929.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -61929.960938 Penalty: 1930.555664
	Iteration 5F: 3 clusters Score -61929.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -381422.718750 Penalty: 1318.237061
	Iteration 0F: 2 clusters Score -381422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -378472.656250 Penalty: 2636.474121
	Iteration 0F: 3 clusters Score -378472.7 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -379155.875000 Penalty: 2636.474121
	Iteration 1F: 3 clusters Score -379155.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -379280.500000 Penalty: 2636.474121
	Iteration 2F: 3 clusters Score -379280.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -379365.531250 Penalty: 2636.474121
	Iteration 3Q: 3 clusters Score -379365.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -379429.375000 Penalty: 2636.474121
	Iteration 4Q: 3 clusters Score -379429.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -379485.250000 Penalty: 2636.474121
	Iteration 5Q: 3 clusters Score -379485.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -379538.500000 Penalty: 2636.474121
	Iteration 6Q: 3 clusters Score -379538.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -379576.656250 Penalty: 2636.474121
	Iteration 7Q: 3 clusters Score -379576.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -379602.375000 Penalty: 2636.474121
	Iteration 8Q: 3 clusters Score -379602.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -379626.250000 Penalty: 2636.474121
	Iteration 9Q: 3 clusters Score -379626.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -379645.843750 Penalty: 2636.474121
	Iteration 10Q: 3 clusters Score -379645.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -379664.937500 Penalty: 2636.474121
	Iteration 11Q: 3 clusters Score -379664.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -379687.093750 Penalty: 2636.474121
	Iteration 12Q: 3 clusters Score -379687.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -379705.750000 Penalty: 2636.474121
	Iteration 13Q: 3 clusters Score -379705.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -379726.281250 Penalty: 2636.474121
	Iteration 14Q: 3 clusters Score -379726.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -379743.593750 Penalty: 2636.474121
	Iteration 15Q: 3 clusters Score -379743.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -379754.937500 Penalty: 2636.474121
	Iteration 16Q: 3 clusters Score -379754.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -379766.906250 Penalty: 2636.474121
	Iteration 17Q: 3 clusters Score -379766.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -379783.750000 Penalty: 2636.474121
	Iteration 18Q: 3 clusters Score -379783.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -379808.812500 Penalty: 2636.474121
	Iteration 19Q: 3 clusters Score -379808.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -379830.656250 Penalty: 2636.474121
	Iteration 20F: 3 clusters Score -379830.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -379845.812500 Penalty: 2636.474121
	Iteration 21Q: 3 clusters Score -379845.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -379861.468750 Penalty: 2636.474121
	Iteration 22Q: 3 clusters Score -379861.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -379875.812500 Penalty: 2636.474121
	Iteration 23Q: 3 clusters Score -379875.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -379903.312500 Penalty: 2636.474121
	Iteration 24Q: 3 clusters Score -379903.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -379931.343750 Penalty: 2636.474121
	Iteration 25Q: 3 clusters Score -379931.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -379956.468750 Penalty: 2636.474121
	Iteration 26Q: 3 clusters Score -379956.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -379981.343750 Penalty: 2636.474121
	Iteration 27Q: 3 clusters Score -379981.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -380008.468750 Penalty: 2636.474121
	Iteration 28Q: 3 clusters Score -380008.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -380040.531250 Penalty: 2636.474121
	Iteration 29Q: 3 clusters Score -380040.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -380080.750000 Penalty: 2636.474121
	Iteration 30Q: 3 clusters Score -380080.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -380118.281250 Penalty: 2636.474121
	Iteration 31Q: 3 clusters Score -380118.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -380159.593750 Penalty: 2636.474121
	Iteration 32Q: 3 clusters Score -380159.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -380187.062500 Penalty: 2636.474121
	Iteration 33Q: 3 clusters Score -380187.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -380208.437500 Penalty: 2636.474121
	Iteration 34Q: 3 clusters Score -380208.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -380229.718750 Penalty: 2636.474121
	Iteration 35Q: 3 clusters Score -380229.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -380247.937500 Penalty: 2636.474121
	Iteration 36Q: 3 clusters Score -380247.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -380269.000000 Penalty: 2636.474121
	Iteration 37Q: 3 clusters Score -380269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -380286.593750 Penalty: 2636.474121
	Iteration 38Q: 3 clusters Score -380286.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -380308.250000 Penalty: 2636.474121
	Iteration 39Q: 3 clusters Score -380308.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -380326.062500 Penalty: 2636.474121
	Iteration 40F: 3 clusters Score -380326.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -380335.031250 Penalty: 2636.474121
	Iteration 41Q: 3 clusters Score -380335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -380342.343750 Penalty: 2636.474121
	Iteration 42Q: 3 clusters Score -380342.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -380350.593750 Penalty: 2636.474121
	Iteration 43Q: 3 clusters Score -380350.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -380356.156250 Penalty: 2636.474121
	Iteration 44Q: 3 clusters Score -380356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -380360.062500 Penalty: 2636.474121
	Iteration 45Q: 3 clusters Score -380360.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -380363.343750 Penalty: 2636.474121
	Iteration 46Q: 3 clusters Score -380363.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -380365.750000 Penalty: 2636.474121
	Iteration 47Q: 3 clusters Score -380365.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -380368.000000 Penalty: 2636.474121
	Iteration 48Q: 3 clusters Score -380368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -380369.937500 Penalty: 2636.474121
	Iteration 49Q: 3 clusters Score -380369.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -380373.468750 Penalty: 2636.474121
	Iteration 50Q: 3 clusters Score -380373.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -380378.656250 Penalty: 2636.474121
	Iteration 51Q: 3 clusters Score -380378.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -380382.906250 Penalty: 2636.474121
	Iteration 52Q: 3 clusters Score -380382.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -380385.125000 Penalty: 2636.474121
	Iteration 53Q: 3 clusters Score -380385.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -380386.312500 Penalty: 2636.474121
	Iteration 54Q: 3 clusters Score -380386.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -380387.343750 Penalty: 2636.474121
	Iteration 55Q: 3 clusters Score -380387.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -380387.593750 Penalty: 2636.474121
	Iteration 56Q: 3 clusters Score -380387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -380388.156250 Penalty: 2636.474121
	Iteration 57Q: 3 clusters Score -380388.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -380388.656250 Penalty: 2636.474121
	Iteration 58Q: 3 clusters Score -380388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -380388.187500 Penalty: 2636.474121
	Iteration 59Q: 3 clusters Score -380388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -380388.781250 Penalty: 2636.474121
	Iteration 60F: 3 clusters Score -380388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -80800.617188 Penalty: 1033.992065
	Iteration 0F: 2 clusters Score -80800.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -79794.976562 Penalty: 2067.984131
	Iteration 0F: 3 clusters Score -79794.98 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80075.156250 Penalty: 2067.984131
	Iteration 1F: 3 clusters Score -80075.16 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80235.226562 Penalty: 2067.984131
	Iteration 2F: 3 clusters Score -80235.23 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -80375.929688 Penalty: 2067.984131
	Iteration 3F: 3 clusters Score -80375.93 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80659.437500 Penalty: 2067.984131
	Iteration 4F: 3 clusters Score -80659.44 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -80926.281250 Penalty: 2067.984131
	Iteration 5F: 3 clusters Score -80926.28 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -81553.015625 Penalty: 2067.984131
	Iteration 6F: 3 clusters Score -81553.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -82162.031250 Penalty: 2067.984131
	Iteration 7Q: 3 clusters Score -82162.03 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -83096.265625 Penalty: 2067.984131
	Iteration 8Q: 3 clusters Score -83096.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -83714.703125 Penalty: 2067.984131
	Iteration 9Q: 3 clusters Score -83714.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83756.304688 Penalty: 2067.984131
	Iteration 10Q: 3 clusters Score -83756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83756.304688 Penalty: 2067.984131
	Iteration 11F: 3 clusters Score -83756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14267 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7249 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 385 members 
Mstep: Class 43 contains 4171 members 
Mstep: Class 44 contains 195 members 
Entering Unmasked Estep 
Score: -40150484.000000 Penalty: 91508.632812
Splitting cluster 42 changes total score from -40148476.000000 to -40150484.000000
So it's getting split into cluster 44.
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5404 members 
Mstep: Class 5 contains 6400 members 
Mstep: Class 6 contains 9970 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14267 members 
Mstep: Class 12 contains 9452 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2643 members 
Mstep: Class 17 contains 705 members 
Mstep: Class 18 contains 2017 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16287 members 
Mstep: Class 23 contains 89321 members 
Mstep: Class 24 contains 6677 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 565 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6634 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2325 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3335 members 
Mstep: Class 42 contains 385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151920.000000 Penalty: 91508.632812
Iteration 188F: 45 clusters Score -4.015192e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5417 members 
Mstep: Class 5 contains 6403 members 
Mstep: Class 6 contains 9969 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14680 members 
Mstep: Class 12 contains 9427 members 
Mstep: Class 13 contains 7616 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 2654 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2016 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1521 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16291 members 
Mstep: Class 23 contains 88920 members 
Mstep: Class 24 contains 6732 members 
Mstep: Class 25 contains 43692 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5548 members 
Mstep: Class 29 contains 26320 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 564 members 
Mstep: Class 32 contains 4285 members 
Mstep: Class 33 contains 6647 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7230 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2327 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3338 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 4152 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152660.000000 Penalty: 91508.632812
Iteration 189Q: 45 clusters Score -4.015266e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5423 members 
Mstep: Class 5 contains 6406 members 
Mstep: Class 6 contains 9946 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2525 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14819 members 
Mstep: Class 12 contains 9431 members 
Mstep: Class 13 contains 7611 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16292 members 
Mstep: Class 23 contains 88746 members 
Mstep: Class 24 contains 6772 members 
Mstep: Class 25 contains 43690 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5558 members 
Mstep: Class 29 contains 26203 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 563 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 6652 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7319 members 
Mstep: Class 38 contains 5738 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3338 members 
Mstep: Class 42 contains 386 members 
Mstep: Class 43 contains 4127 members 
Mstep: Class 44 contains 201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40152888.000000 Penalty: 91508.632812
Iteration 190Q: 45 clusters Score -4.015289e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 1841 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5431 members 
Mstep: Class 5 contains 6411 members 
Mstep: Class 6 contains 9919 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 11977 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14902 members 
Mstep: Class 12 contains 9433 members 
Mstep: Class 13 contains 7607 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 4784 members 
Mstep: Class 16 contains 2665 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2015 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1874 members 
Mstep: Class 22 contains 16304 members 
Mstep: Class 23 contains 88599 members 
Mstep: Class 24 contains 6802 members 
Mstep: Class 25 contains 43684 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2692 members 
Mstep: Class 28 contains 5565 members 
Mstep: Class 29 contains 26093 members 
Mstep: Class 30 contains 4132 members 
Mstep: Class 31 contains 563 members 
Mstep: Class 32 contains 4295 members 
Mstep: Class 33 contains 6655 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20855 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7429 members 
Mstep: Class 38 contains 5739 members 
Mstep: Class 39 contains 2331 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3338 members 
Mstep: Class 42 contains 387 members 
Mstep: Class 43 contains 4117 members 
Mstep: Class 44 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153208.000000 Penalty: 91508.632812
Iteration 191Q: 45 clusters Score -4.015321e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1847 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 6415 members 
Mstep: Class 6 contains 9902 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2528 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 14936 members 
Mstep: Class 12 contains 9435 members 
Mstep: Class 13 contains 7603 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2014 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 16316 members 
Mstep: Class 23 contains 88516 members 
Mstep: Class 24 contains 6829 members 
Mstep: Class 25 contains 43679 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 26004 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4293 members 
Mstep: Class 33 contains 6660 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20856 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7522 members 
Mstep: Class 38 contains 5738 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4110 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153352.000000 Penalty: 91508.632812
Iteration 192Q: 45 clusters Score -4.015335e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1848 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5438 members 
Mstep: Class 5 contains 6423 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 14968 members 
Mstep: Class 12 contains 9433 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 4702 members 
Mstep: Class 15 contains 4783 members 
Mstep: Class 16 contains 2668 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2013 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1523 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 16334 members 
Mstep: Class 23 contains 88431 members 
Mstep: Class 24 contains 6855 members 
Mstep: Class 25 contains 43673 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5572 members 
Mstep: Class 29 contains 25924 members 
Mstep: Class 30 contains 4131 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 6662 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20853 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7603 members 
Mstep: Class 38 contains 5738 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4106 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153500.000000 Penalty: 91508.632812
Iteration 193Q: 45 clusters Score -4.01535e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 1844 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5439 members 
Mstep: Class 5 contains 6426 members 
Mstep: Class 6 contains 9872 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 11975 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 14990 members 
Mstep: Class 12 contains 9433 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 4703 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2667 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2012 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1525 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 16363 members 
Mstep: Class 23 contains 88371 members 
Mstep: Class 24 contains 6885 members 
Mstep: Class 25 contains 43671 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5573 members 
Mstep: Class 29 contains 25844 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 6665 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7663 members 
Mstep: Class 38 contains 5738 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4106 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153584.000000 Penalty: 91508.632812
Iteration 194Q: 45 clusters Score -4.015358e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5437 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 9861 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 11978 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 14986 members 
Mstep: Class 12 contains 9436 members 
Mstep: Class 13 contains 7604 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2663 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 16382 members 
Mstep: Class 23 contains 88338 members 
Mstep: Class 24 contains 6914 members 
Mstep: Class 25 contains 43670 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5575 members 
Mstep: Class 29 contains 25778 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 6665 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20852 members 
Mstep: Class 36 contains 5499 members 
Mstep: Class 37 contains 7725 members 
Mstep: Class 38 contains 5738 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4105 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153520.000000 Penalty: 91508.632812
Iteration 195Q: 45 clusters Score -4.015352e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6434 members 
Mstep: Class 6 contains 9852 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11979 members 
Mstep: Class 10 contains 2806 members 
Mstep: Class 11 contains 14985 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1525 members 
Mstep: Class 21 contains 1875 members 
Mstep: Class 22 contains 16390 members 
Mstep: Class 23 contains 88308 members 
Mstep: Class 24 contains 6936 members 
Mstep: Class 25 contains 43664 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5573 members 
Mstep: Class 29 contains 25734 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4291 members 
Mstep: Class 33 contains 6666 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7779 members 
Mstep: Class 38 contains 5738 members 
Mstep: Class 39 contains 2331 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4101 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153664.000000 Penalty: 91508.632812
Iteration 196Q: 45 clusters Score -4.015366e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 9843 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 2805 members 
Mstep: Class 11 contains 14983 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7606 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 4782 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16398 members 
Mstep: Class 23 contains 88284 members 
Mstep: Class 24 contains 6956 members 
Mstep: Class 25 contains 43660 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5570 members 
Mstep: Class 29 contains 25697 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4290 members 
Mstep: Class 33 contains 6664 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20851 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7821 members 
Mstep: Class 38 contains 5737 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4099 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153676.000000 Penalty: 91508.632812
Iteration 197Q: 45 clusters Score -4.015368e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6441 members 
Mstep: Class 6 contains 9832 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14985 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4693 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2658 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16408 members 
Mstep: Class 23 contains 88266 members 
Mstep: Class 24 contains 6972 members 
Mstep: Class 25 contains 43659 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 25674 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4289 members 
Mstep: Class 33 contains 6668 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7845 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4096 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153800.000000 Penalty: 91508.632812
Iteration 198Q: 45 clusters Score -4.01538e+07 nChanged 110
Entering ConstructFrom: 
Score: -40153800.000000 Penalty: 91508.632812
Entering ConstructFrom: 
Trying to split cluster 1 (7712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Entering Unmasked Estep 
Score: -867567.312500 Penalty: 1454.461548
	Iteration 0F: 2 clusters Score -867567.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -861923.812500 Penalty: 2908.923096
	Iteration 0F: 3 clusters Score -861923.8 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -863619.187500 Penalty: 2908.923096
	Iteration 1F: 3 clusters Score -863619.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -863870.437500 Penalty: 2908.923096
	Iteration 2F: 3 clusters Score -863870.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -864101.125000 Penalty: 2908.923096
	Iteration 3F: 3 clusters Score -864101.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -864297.562500 Penalty: 2908.923096
	Iteration 4Q: 3 clusters Score -864297.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -864526.312500 Penalty: 2908.923096
	Iteration 5Q: 3 clusters Score -864526.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -864799.062500 Penalty: 2908.923096
	Iteration 6F: 3 clusters Score -864799.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -865074.125000 Penalty: 2908.923096
	Iteration 7F: 3 clusters Score -865074.1 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -865370.750000 Penalty: 2908.923096
	Iteration 8F: 3 clusters Score -865370.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -865613.000000 Penalty: 2908.923096
	Iteration 9Q: 3 clusters Score -865613 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -865864.750000 Penalty: 2908.923096
	Iteration 10Q: 3 clusters Score -865864.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -866059.187500 Penalty: 2908.923096
	Iteration 11Q: 3 clusters Score -866059.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -866212.562500 Penalty: 2908.923096
	Iteration 12Q: 3 clusters Score -866212.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -866324.625000 Penalty: 2908.923096
	Iteration 13Q: 3 clusters Score -866324.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -866415.562500 Penalty: 2908.923096
	Iteration 14Q: 3 clusters Score -866415.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -866482.125000 Penalty: 2908.923096
	Iteration 15Q: 3 clusters Score -866482.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -866524.250000 Penalty: 2908.923096
	Iteration 16Q: 3 clusters Score -866524.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -866558.375000 Penalty: 2908.923096
	Iteration 17Q: 3 clusters Score -866558.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -866577.375000 Penalty: 2908.923096
	Iteration 18Q: 3 clusters Score -866577.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -866592.500000 Penalty: 2908.923096
	Iteration 19Q: 3 clusters Score -866592.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -866607.187500 Penalty: 2908.923096
	Iteration 20F: 3 clusters Score -866607.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -866619.562500 Penalty: 2908.923096
	Iteration 21Q: 3 clusters Score -866619.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -866628.937500 Penalty: 2908.923096
	Iteration 22Q: 3 clusters Score -866628.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -866632.312500 Penalty: 2908.923096
	Iteration 23Q: 3 clusters Score -866632.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -866636.125000 Penalty: 2908.923096
	Iteration 24Q: 3 clusters Score -866636.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -866641.062500 Penalty: 2908.923096
	Iteration 25Q: 3 clusters Score -866641.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -866648.437500 Penalty: 2908.923096
	Iteration 26Q: 3 clusters Score -866648.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -866655.125000 Penalty: 2908.923096
	Iteration 27Q: 3 clusters Score -866655.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -866669.125000 Penalty: 2908.923096
	Iteration 28Q: 3 clusters Score -866669.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -866673.562500 Penalty: 2908.923096
	Iteration 29Q: 3 clusters Score -866673.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -866685.250000 Penalty: 2908.923096
	Iteration 30Q: 3 clusters Score -866685.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -866693.500000 Penalty: 2908.923096
	Iteration 31Q: 3 clusters Score -866693.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -866707.375000 Penalty: 2908.923096
	Iteration 32Q: 3 clusters Score -866707.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -866719.187500 Penalty: 2908.923096
	Iteration 33Q: 3 clusters Score -866719.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -866734.375000 Penalty: 2908.923096
	Iteration 34Q: 3 clusters Score -866734.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -866749.125000 Penalty: 2908.923096
	Iteration 35Q: 3 clusters Score -866749.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -866769.062500 Penalty: 2908.923096
	Iteration 36Q: 3 clusters Score -866769.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -866789.125000 Penalty: 2908.923096
	Iteration 37Q: 3 clusters Score -866789.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -866815.687500 Penalty: 2908.923096
	Iteration 38Q: 3 clusters Score -866815.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -866850.500000 Penalty: 2908.923096
	Iteration 39Q: 3 clusters Score -866850.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -866890.687500 Penalty: 2908.923096
	Iteration 40F: 3 clusters Score -866890.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -866945.437500 Penalty: 2908.923096
	Iteration 41Q: 3 clusters Score -866945.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -866987.562500 Penalty: 2908.923096
	Iteration 42Q: 3 clusters Score -866987.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -867015.562500 Penalty: 2908.923096
	Iteration 43Q: 3 clusters Score -867015.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -867038.562500 Penalty: 2908.923096
	Iteration 44Q: 3 clusters Score -867038.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -867056.812500 Penalty: 2908.923096
	Iteration 45Q: 3 clusters Score -867056.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -867077.687500 Penalty: 2908.923096
	Iteration 46Q: 3 clusters Score -867077.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -867093.562500 Penalty: 2908.923096
	Iteration 47Q: 3 clusters Score -867093.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -867103.437500 Penalty: 2908.923096
	Iteration 48Q: 3 clusters Score -867103.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -867109.562500 Penalty: 2908.923096
	Iteration 49Q: 3 clusters Score -867109.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -867117.500000 Penalty: 2908.923096
	Iteration 50Q: 3 clusters Score -867117.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -867124.875000 Penalty: 2908.923096
	Iteration 51Q: 3 clusters Score -867124.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -867133.750000 Penalty: 2908.923096
	Iteration 52Q: 3 clusters Score -867133.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -867141.062500 Penalty: 2908.923096
	Iteration 53Q: 3 clusters Score -867141.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -867148.250000 Penalty: 2908.923096
	Iteration 54Q: 3 clusters Score -867148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -867150.937500 Penalty: 2908.923096
	Iteration 55Q: 3 clusters Score -867150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -867153.500000 Penalty: 2908.923096
	Iteration 56Q: 3 clusters Score -867153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -867154.187500 Penalty: 2908.923096
	Iteration 57Q: 3 clusters Score -867154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -867155.062500 Penalty: 2908.923096
	Iteration 58Q: 3 clusters Score -867155.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -867159.312500 Penalty: 2908.923096
	Iteration 59Q: 3 clusters Score -867159.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -867160.312500 Penalty: 2908.923096
	Iteration 60F: 3 clusters Score -867160.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -867161.187500 Penalty: 2908.923096
	Iteration 61Q: 3 clusters Score -867161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -867162.125000 Penalty: 2908.923096
	Iteration 62Q: 3 clusters Score -867162.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -867162.937500 Penalty: 2908.923096
	Iteration 63Q: 3 clusters Score -867162.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -867162.937500 Penalty: 2908.923096
	Iteration 64F: 3 clusters Score -867162.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Entering Unmasked Estep 
Score: -212669.406250 Penalty: 1221.154907
	Iteration 0F: 2 clusters Score -212669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -210692.828125 Penalty: 2442.309814
	Iteration 0F: 3 clusters Score -210692.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -211099.375000 Penalty: 2442.309814
	Iteration 1F: 3 clusters Score -211099.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -211195.984375 Penalty: 2442.309814
	Iteration 2F: 3 clusters Score -211196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -211235.687500 Penalty: 2442.309814
	Iteration 3Q: 3 clusters Score -211235.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -211264.703125 Penalty: 2442.309814
	Iteration 4Q: 3 clusters Score -211264.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -211278.656250 Penalty: 2442.309814
	Iteration 5Q: 3 clusters Score -211278.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -211288.328125 Penalty: 2442.309814
	Iteration 6Q: 3 clusters Score -211288.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -211297.984375 Penalty: 2442.309814
	Iteration 7Q: 3 clusters Score -211298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -211307.953125 Penalty: 2442.309814
	Iteration 8Q: 3 clusters Score -211308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211317.750000 Penalty: 2442.309814
	Iteration 9Q: 3 clusters Score -211317.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -211330.156250 Penalty: 2442.309814
	Iteration 10Q: 3 clusters Score -211330.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -211341.046875 Penalty: 2442.309814
	Iteration 11Q: 3 clusters Score -211341 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -211348.312500 Penalty: 2442.309814
	Iteration 12Q: 3 clusters Score -211348.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -211351.609375 Penalty: 2442.309814
	Iteration 13Q: 3 clusters Score -211351.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -211354.109375 Penalty: 2442.309814
	Iteration 14Q: 3 clusters Score -211354.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -211356.796875 Penalty: 2442.309814
	Iteration 15Q: 3 clusters Score -211356.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -211358.687500 Penalty: 2442.309814
	Iteration 16Q: 3 clusters Score -211358.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -211359.312500 Penalty: 2442.309814
	Iteration 17Q: 3 clusters Score -211359.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -211360.734375 Penalty: 2442.309814
	Iteration 18Q: 3 clusters Score -211360.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -211361.468750 Penalty: 2442.309814
	Iteration 19Q: 3 clusters Score -211361.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -211362.250000 Penalty: 2442.309814
	Iteration 20F: 3 clusters Score -211362.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -211362.750000 Penalty: 2442.309814
	Iteration 21Q: 3 clusters Score -211362.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -211362.750000 Penalty: 2442.309814
	Iteration 22F: 3 clusters Score -211362.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -96853.882812 Penalty: 1102.290283
	Iteration 0F: 2 clusters Score -96853.88 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 464 members 
Entering Unmasked Estep 
Score: -95519.343750 Penalty: 2204.580566
	Iteration 0F: 3 clusters Score -95519.34 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -95753.054688 Penalty: 2204.580566
	Iteration 1F: 3 clusters Score -95753.05 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -95817.515625 Penalty: 2204.580566
	Iteration 2F: 3 clusters Score -95817.52 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -95862.179688 Penalty: 2204.580566
	Iteration 3Q: 3 clusters Score -95862.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95888.687500 Penalty: 2204.580566
	Iteration 4Q: 3 clusters Score -95888.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -95911.101562 Penalty: 2204.580566
	Iteration 5Q: 3 clusters Score -95911.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -95932.320312 Penalty: 2204.580566
	Iteration 6Q: 3 clusters Score -95932.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95943.484375 Penalty: 2204.580566
	Iteration 7Q: 3 clusters Score -95943.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -95950.757812 Penalty: 2204.580566
	Iteration 8Q: 3 clusters Score -95950.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -95954.242188 Penalty: 2204.580566
	Iteration 9Q: 3 clusters Score -95954.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -95956.835938 Penalty: 2204.580566
	Iteration 10Q: 3 clusters Score -95956.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -95960.156250 Penalty: 2204.580566
	Iteration 11Q: 3 clusters Score -95960.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -95960.476562 Penalty: 2204.580566
	Iteration 12Q: 3 clusters Score -95960.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -95962.789062 Penalty: 2204.580566
	Iteration 13Q: 3 clusters Score -95962.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -95966.039062 Penalty: 2204.580566
	Iteration 14Q: 3 clusters Score -95966.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95966.914062 Penalty: 2204.580566
	Iteration 15Q: 3 clusters Score -95966.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -95966.914062 Penalty: 2204.580566
	Iteration 16F: 3 clusters Score -95966.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -609110.687500 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -609110.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -604828.687500 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -604828.7 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -606052.750000 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -606052.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -606380.937500 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -606380.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -606687.687500 Penalty: 2795.139893
	Iteration 3F: 3 clusters Score -606687.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -607026.562500 Penalty: 2795.139893
	Iteration 4F: 3 clusters Score -607026.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -607316.500000 Penalty: 2795.139893
	Iteration 5F: 3 clusters Score -607316.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -607551.875000 Penalty: 2795.139893
	Iteration 6F: 3 clusters Score -607551.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -607707.437500 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -607707.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -607810.375000 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -607810.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -607904.312500 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -607904.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -607965.500000 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -607965.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -608004.562500 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -608004.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -608034.250000 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -608034.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -608058.812500 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -608058.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -608080.875000 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -608080.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -608102.937500 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -608102.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -608120.937500 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -608120.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -608137.250000 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -608137.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -608160.250000 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -608160.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -608184.500000 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -608184.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -608212.187500 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -608212.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -608234.812500 Penalty: 2795.139893
	Iteration 21Q: 3 clusters Score -608234.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -608273.312500 Penalty: 2795.139893
	Iteration 22Q: 3 clusters Score -608273.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -608320.312500 Penalty: 2795.139893
	Iteration 23Q: 3 clusters Score -608320.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -608376.312500 Penalty: 2795.139893
	Iteration 24Q: 3 clusters Score -608376.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -608439.750000 Penalty: 2795.139893
	Iteration 25Q: 3 clusters Score -608439.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -608488.625000 Penalty: 2795.139893
	Iteration 26Q: 3 clusters Score -608488.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -608526.250000 Penalty: 2795.139893
	Iteration 27Q: 3 clusters Score -608526.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -608545.312500 Penalty: 2795.139893
	Iteration 28Q: 3 clusters Score -608545.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -608564.500000 Penalty: 2795.139893
	Iteration 29Q: 3 clusters Score -608564.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -608573.437500 Penalty: 2795.139893
	Iteration 30Q: 3 clusters Score -608573.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -608580.562500 Penalty: 2795.139893
	Iteration 31Q: 3 clusters Score -608580.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -608585.625000 Penalty: 2795.139893
	Iteration 32Q: 3 clusters Score -608585.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -608588.812500 Penalty: 2795.139893
	Iteration 33Q: 3 clusters Score -608588.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -608593.250000 Penalty: 2795.139893
	Iteration 34Q: 3 clusters Score -608593.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -608596.062500 Penalty: 2795.139893
	Iteration 35Q: 3 clusters Score -608596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -608598.312500 Penalty: 2795.139893
	Iteration 36Q: 3 clusters Score -608598.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -608598.500000 Penalty: 2795.139893
	Iteration 37Q: 3 clusters Score -608598.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -608600.062500 Penalty: 2795.139893
	Iteration 38Q: 3 clusters Score -608600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -608601.375000 Penalty: 2795.139893
	Iteration 39Q: 3 clusters Score -608601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -608602.000000 Penalty: 2795.139893
	Iteration 40F: 3 clusters Score -608602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -608602.750000 Penalty: 2795.139893
	Iteration 41Q: 3 clusters Score -608602.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -608605.125000 Penalty: 2795.139893
	Iteration 42Q: 3 clusters Score -608605.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -608606.250000 Penalty: 2795.139893
	Iteration 43Q: 3 clusters Score -608606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -608605.500000 Penalty: 2795.139893
	Iteration 44Q: 3 clusters Score -608605.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -608605.812500 Penalty: 2795.139893
	Iteration 45Q: 3 clusters Score -608605.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -608605.562500 Penalty: 2795.139893
	Iteration 46Q: 3 clusters Score -608605.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -608606.437500 Penalty: 2795.139893
	Iteration 47Q: 3 clusters Score -608606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -608607.437500 Penalty: 2795.139893
	Iteration 48Q: 3 clusters Score -608607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -608607.687500 Penalty: 2795.139893
	Iteration 49Q: 3 clusters Score -608607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -608608.562500 Penalty: 2795.139893
	Iteration 50Q: 3 clusters Score -608608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -608608.375000 Penalty: 2795.139893
	Iteration 51Q: 3 clusters Score -608608.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -608609.500000 Penalty: 2795.139893
	Iteration 52Q: 3 clusters Score -608609.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -608611.750000 Penalty: 2795.139893
	Iteration 53Q: 3 clusters Score -608611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -608611.375000 Penalty: 2795.139893
	Iteration 54Q: 3 clusters Score -608611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -608610.812500 Penalty: 2795.139893
	Iteration 55Q: 3 clusters Score -608610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -608611.125000 Penalty: 2795.139893
	Iteration 56Q: 3 clusters Score -608611.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -608613.562500 Penalty: 2795.139893
	Iteration 57Q: 3 clusters Score -608613.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -608615.250000 Penalty: 2795.139893
	Iteration 58Q: 3 clusters Score -608615.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -608614.750000 Penalty: 2795.139893
	Iteration 59Q: 3 clusters Score -608614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -608616.187500 Penalty: 2795.139893
	Iteration 60F: 3 clusters Score -608616.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -608617.500000 Penalty: 2795.139893
	Iteration 61Q: 3 clusters Score -608617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -608619.000000 Penalty: 2795.139893
	Iteration 62Q: 3 clusters Score -608619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -608618.312500 Penalty: 2795.139893
	Iteration 63Q: 3 clusters Score -608618.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -608618.937500 Penalty: 2795.139893
	Iteration 64Q: 3 clusters Score -608618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -608619.187500 Penalty: 2795.139893
	Iteration 65Q: 3 clusters Score -608619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -608619.312500 Penalty: 2795.139893
	Iteration 66Q: 3 clusters Score -608619.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -608619.312500 Penalty: 2795.139893
	Iteration 67F: 3 clusters Score -608619.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -755653.875000 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -755653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -750783.625000 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -750783.6 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -752205.875000 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -752205.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -752395.375000 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -752395.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -752519.687500 Penalty: 2850.493408
	Iteration 3Q: 3 clusters Score -752519.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -752626.812500 Penalty: 2850.493408
	Iteration 4Q: 3 clusters Score -752626.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -752725.312500 Penalty: 2850.493408
	Iteration 5Q: 3 clusters Score -752725.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -752822.500000 Penalty: 2850.493408
	Iteration 6Q: 3 clusters Score -752822.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -752946.625000 Penalty: 2850.493408
	Iteration 7Q: 3 clusters Score -752946.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -753099.062500 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -753099.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -753278.875000 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -753278.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -753468.375000 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -753468.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -753639.812500 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -753639.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -753796.625000 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -753796.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -753934.625000 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -753934.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -754058.875000 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -754058.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -754155.687500 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -754155.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -754231.375000 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -754231.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -754289.500000 Penalty: 2850.493408
	Iteration 17Q: 3 clusters Score -754289.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -754334.625000 Penalty: 2850.493408
	Iteration 18Q: 3 clusters Score -754334.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -754358.875000 Penalty: 2850.493408
	Iteration 19Q: 3 clusters Score -754358.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -754370.125000 Penalty: 2850.493408
	Iteration 20F: 3 clusters Score -754370.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -754382.625000 Penalty: 2850.493408
	Iteration 21Q: 3 clusters Score -754382.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -754397.937500 Penalty: 2850.493408
	Iteration 22Q: 3 clusters Score -754397.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -754409.500000 Penalty: 2850.493408
	Iteration 23Q: 3 clusters Score -754409.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -754417.625000 Penalty: 2850.493408
	Iteration 24Q: 3 clusters Score -754417.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -754426.875000 Penalty: 2850.493408
	Iteration 25Q: 3 clusters Score -754426.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -754439.812500 Penalty: 2850.493408
	Iteration 26Q: 3 clusters Score -754439.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -754449.000000 Penalty: 2850.493408
	Iteration 27Q: 3 clusters Score -754449 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -754456.187500 Penalty: 2850.493408
	Iteration 28Q: 3 clusters Score -754456.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -754461.625000 Penalty: 2850.493408
	Iteration 29Q: 3 clusters Score -754461.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -754468.187500 Penalty: 2850.493408
	Iteration 30Q: 3 clusters Score -754468.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -754474.125000 Penalty: 2850.493408
	Iteration 31Q: 3 clusters Score -754474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -754475.875000 Penalty: 2850.493408
	Iteration 32Q: 3 clusters Score -754475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -754477.625000 Penalty: 2850.493408
	Iteration 33Q: 3 clusters Score -754477.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -754478.062500 Penalty: 2850.493408
	Iteration 34Q: 3 clusters Score -754478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -754479.875000 Penalty: 2850.493408
	Iteration 35Q: 3 clusters Score -754479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -754481.437500 Penalty: 2850.493408
	Iteration 36Q: 3 clusters Score -754481.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -754481.437500 Penalty: 2850.493408
	Iteration 37F: 3 clusters Score -754481.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Entering Unmasked Estep 
Score: -1104687.500000 Penalty: 1493.860962
	Iteration 0F: 2 clusters Score -1104688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1097654.125000 Penalty: 2987.721924
	Iteration 0F: 3 clusters Score -1097654 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1100294.250000 Penalty: 2987.721924
	Iteration 1F: 3 clusters Score -1100294 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1101309.750000 Penalty: 2987.721924
	Iteration 2F: 3 clusters Score -1101310 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -1102499.000000 Penalty: 2987.721924
	Iteration 3F: 3 clusters Score -1102499 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1103435.750000 Penalty: 2987.721924
	Iteration 4F: 3 clusters Score -1103436 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1104021.000000 Penalty: 2987.721924
	Iteration 5F: 3 clusters Score -1104021 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1104349.375000 Penalty: 2987.721924
	Iteration 6Q: 3 clusters Score -1104349 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1104495.000000 Penalty: 2987.721924
	Iteration 7Q: 3 clusters Score -1104495 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1104587.875000 Penalty: 2987.721924
	Iteration 8Q: 3 clusters Score -1104588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1104643.625000 Penalty: 2987.721924
	Iteration 9Q: 3 clusters Score -1104644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1104683.500000 Penalty: 2987.721924
	Iteration 10Q: 3 clusters Score -1104684 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1104707.500000 Penalty: 2987.721924
	Iteration 11Q: 3 clusters Score -1104708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1104731.375000 Penalty: 2987.721924
	Iteration 12Q: 3 clusters Score -1104731 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1104739.875000 Penalty: 2987.721924
	Iteration 13Q: 3 clusters Score -1104740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1104751.375000 Penalty: 2987.721924
	Iteration 14Q: 3 clusters Score -1104751 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1104756.625000 Penalty: 2987.721924
	Iteration 15Q: 3 clusters Score -1104757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1104761.250000 Penalty: 2987.721924
	Iteration 16Q: 3 clusters Score -1104761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1104767.500000 Penalty: 2987.721924
	Iteration 17Q: 3 clusters Score -1104768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1104768.875000 Penalty: 2987.721924
	Iteration 18Q: 3 clusters Score -1104769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1104774.000000 Penalty: 2987.721924
	Iteration 19Q: 3 clusters Score -1104774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1104780.250000 Penalty: 2987.721924
	Iteration 20F: 3 clusters Score -1104780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1104782.250000 Penalty: 2987.721924
	Iteration 21Q: 3 clusters Score -1104782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1104782.250000 Penalty: 2987.721924
	Iteration 22Q: 3 clusters Score -1104782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1104784.125000 Penalty: 2987.721924
	Iteration 23Q: 3 clusters Score -1104784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1104786.000000 Penalty: 2987.721924
	Iteration 24Q: 3 clusters Score -1104786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1104786.000000 Penalty: 2987.721924
	Iteration 25F: 3 clusters Score -1104786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 8651 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 88241 members 
Mstep: Class 24 contains 6988 members 
Mstep: Class 25 contains 43658 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 25658 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7856 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 1177 members 
Entering Unmasked Estep 
Score: -40153460.000000 Penalty: 93588.375000
Splitting cluster 6 changes total score from -40153800.000000 to -40153460.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -161669.421875 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -161669.4 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 758 members 
Entering Unmasked Estep 
Score: -159899.421875 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -159899.4 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -160277.234375 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -160277.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -160401.218750 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -160401.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -160508.062500 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -160508.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -160607.406250 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -160607.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -160678.109375 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -160678.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -160736.078125 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -160736.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -160782.593750 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -160782.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -160831.234375 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -160831.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -160879.515625 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -160879.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -160928.859375 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -160928.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160960.375000 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -160960.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -160980.109375 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -160980.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161000.093750 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -161000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -161019.406250 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -161019.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -161052.890625 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -161052.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -161093.765625 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -161093.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -161133.703125 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -161133.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -161164.015625 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -161164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161185.453125 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -161185.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -161198.968750 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -161199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -161204.015625 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -161204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -161206.140625 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -161206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -161210.359375 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -161210.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -161214.109375 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -161214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -161215.687500 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -161215.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -161216.125000 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -161216.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -161217.734375 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -161217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -161220.140625 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -161220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -161226.203125 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -161226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161232.984375 Penalty: 2371.554688
	Iteration 30Q: 3 clusters Score -161233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -161241.281250 Penalty: 2371.554688
	Iteration 31Q: 3 clusters Score -161241.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161247.078125 Penalty: 2371.554688
	Iteration 32Q: 3 clusters Score -161247.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161250.609375 Penalty: 2371.554688
	Iteration 33Q: 3 clusters Score -161250.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161255.406250 Penalty: 2371.554688
	Iteration 34Q: 3 clusters Score -161255.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -161256.531250 Penalty: 2371.554688
	Iteration 35Q: 3 clusters Score -161256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -161257.078125 Penalty: 2371.554688
	Iteration 36Q: 3 clusters Score -161257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -161261.265625 Penalty: 2371.554688
	Iteration 37Q: 3 clusters Score -161261.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161274.093750 Penalty: 2371.554688
	Iteration 38Q: 3 clusters Score -161274.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -161275.890625 Penalty: 2371.554688
	Iteration 39Q: 3 clusters Score -161275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -161275.953125 Penalty: 2371.554688
	Iteration 40F: 3 clusters Score -161276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -241703.843750 Penalty: 1273.538452
	Iteration 0F: 2 clusters Score -241703.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -239357.156250 Penalty: 2547.076904
	Iteration 0F: 3 clusters Score -239357.2 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -240270.593750 Penalty: 2547.076904
	Iteration 1F: 3 clusters Score -240270.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -240730.187500 Penalty: 2547.076904
	Iteration 2F: 3 clusters Score -240730.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -240976.406250 Penalty: 2547.076904
	Iteration 3F: 3 clusters Score -240976.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -241145.375000 Penalty: 2547.076904
	Iteration 4F: 3 clusters Score -241145.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -241235.437500 Penalty: 2547.076904
	Iteration 5Q: 3 clusters Score -241235.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241285.328125 Penalty: 2547.076904
	Iteration 6Q: 3 clusters Score -241285.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -241332.578125 Penalty: 2547.076904
	Iteration 7Q: 3 clusters Score -241332.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241389.750000 Penalty: 2547.076904
	Iteration 8Q: 3 clusters Score -241389.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241443.000000 Penalty: 2547.076904
	Iteration 9Q: 3 clusters Score -241443 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -241476.750000 Penalty: 2547.076904
	Iteration 10Q: 3 clusters Score -241476.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241505.015625 Penalty: 2547.076904
	Iteration 11Q: 3 clusters Score -241505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -241528.468750 Penalty: 2547.076904
	Iteration 12Q: 3 clusters Score -241528.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -241547.312500 Penalty: 2547.076904
	Iteration 13Q: 3 clusters Score -241547.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -241555.640625 Penalty: 2547.076904
	Iteration 14Q: 3 clusters Score -241555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -241558.187500 Penalty: 2547.076904
	Iteration 15Q: 3 clusters Score -241558.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241561.890625 Penalty: 2547.076904
	Iteration 16Q: 3 clusters Score -241561.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -241567.234375 Penalty: 2547.076904
	Iteration 17Q: 3 clusters Score -241567.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -241571.218750 Penalty: 2547.076904
	Iteration 18Q: 3 clusters Score -241571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -241573.250000 Penalty: 2547.076904
	Iteration 19Q: 3 clusters Score -241573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241574.875000 Penalty: 2547.076904
	Iteration 20F: 3 clusters Score -241574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241577.468750 Penalty: 2547.076904
	Iteration 21Q: 3 clusters Score -241577.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241579.546875 Penalty: 2547.076904
	Iteration 22Q: 3 clusters Score -241579.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -241580.234375 Penalty: 2547.076904
	Iteration 23Q: 3 clusters Score -241580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -241581.062500 Penalty: 2547.076904
	Iteration 24Q: 3 clusters Score -241581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241581.921875 Penalty: 2547.076904
	Iteration 25Q: 3 clusters Score -241581.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241581.953125 Penalty: 2547.076904
	Iteration 26Q: 3 clusters Score -241582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -241582.031250 Penalty: 2547.076904
	Iteration 27Q: 3 clusters Score -241582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241584.187500 Penalty: 2547.076904
	Iteration 28Q: 3 clusters Score -241584.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241584.796875 Penalty: 2547.076904
	Iteration 29Q: 3 clusters Score -241584.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241584.796875 Penalty: 2547.076904
	Iteration 30F: 3 clusters Score -241584.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -1374498.250000 Penalty: 1526.050049
	Iteration 0F: 2 clusters Score -1374498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1366186.125000 Penalty: 3052.100098
	Iteration 0F: 3 clusters Score -1366186 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1368906.125000 Penalty: 3052.100098
	Iteration 1F: 3 clusters Score -1368906 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1369197.500000 Penalty: 3052.100098
	Iteration 2F: 3 clusters Score -1369198 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1369458.625000 Penalty: 3052.100098
	Iteration 3F: 3 clusters Score -1369459 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1369711.125000 Penalty: 3052.100098
	Iteration 4Q: 3 clusters Score -1369711 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1369973.000000 Penalty: 3052.100098
	Iteration 5Q: 3 clusters Score -1369973 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1370231.750000 Penalty: 3052.100098
	Iteration 6Q: 3 clusters Score -1370232 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1370518.250000 Penalty: 3052.100098
	Iteration 7Q: 3 clusters Score -1370518 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1370828.500000 Penalty: 3052.100098
	Iteration 8Q: 3 clusters Score -1370828 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1371218.375000 Penalty: 3052.100098
	Iteration 9Q: 3 clusters Score -1371218 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1371695.750000 Penalty: 3052.100098
	Iteration 10Q: 3 clusters Score -1371696 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1372049.500000 Penalty: 3052.100098
	Iteration 11Q: 3 clusters Score -1372050 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1372262.750000 Penalty: 3052.100098
	Iteration 12Q: 3 clusters Score -1372263 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1372410.750000 Penalty: 3052.100098
	Iteration 13Q: 3 clusters Score -1372411 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1372512.500000 Penalty: 3052.100098
	Iteration 14Q: 3 clusters Score -1372512 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1372592.250000 Penalty: 3052.100098
	Iteration 15Q: 3 clusters Score -1372592 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1372677.250000 Penalty: 3052.100098
	Iteration 16Q: 3 clusters Score -1372677 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1372754.375000 Penalty: 3052.100098
	Iteration 17Q: 3 clusters Score -1372754 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1372827.125000 Penalty: 3052.100098
	Iteration 18Q: 3 clusters Score -1372827 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1372883.250000 Penalty: 3052.100098
	Iteration 19Q: 3 clusters Score -1372883 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1372927.500000 Penalty: 3052.100098
	Iteration 20F: 3 clusters Score -1372928 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -1372951.750000 Penalty: 3052.100098
	Iteration 21Q: 3 clusters Score -1372952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1372973.000000 Penalty: 3052.100098
	Iteration 22Q: 3 clusters Score -1372973 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1372991.875000 Penalty: 3052.100098
	Iteration 23Q: 3 clusters Score -1372992 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1373006.125000 Penalty: 3052.100098
	Iteration 24Q: 3 clusters Score -1373006 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1373023.250000 Penalty: 3052.100098
	Iteration 25Q: 3 clusters Score -1373023 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1373042.250000 Penalty: 3052.100098
	Iteration 26Q: 3 clusters Score -1373042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1373056.875000 Penalty: 3052.100098
	Iteration 27Q: 3 clusters Score -1373057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1373075.375000 Penalty: 3052.100098
	Iteration 28Q: 3 clusters Score -1373075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1373086.250000 Penalty: 3052.100098
	Iteration 29Q: 3 clusters Score -1373086 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1373096.125000 Penalty: 3052.100098
	Iteration 30Q: 3 clusters Score -1373096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1373114.250000 Penalty: 3052.100098
	Iteration 31Q: 3 clusters Score -1373114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1373119.625000 Penalty: 3052.100098
	Iteration 32Q: 3 clusters Score -1373120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1373128.125000 Penalty: 3052.100098
	Iteration 33Q: 3 clusters Score -1373128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1373136.000000 Penalty: 3052.100098
	Iteration 34Q: 3 clusters Score -1373136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1373139.500000 Penalty: 3052.100098
	Iteration 35Q: 3 clusters Score -1373140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1373145.750000 Penalty: 3052.100098
	Iteration 36Q: 3 clusters Score -1373146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1373148.500000 Penalty: 3052.100098
	Iteration 37Q: 3 clusters Score -1373148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -1373154.875000 Penalty: 3052.100098
	Iteration 38Q: 3 clusters Score -1373155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1373149.625000 Penalty: 3052.100098
	Iteration 39Q: 3 clusters Score -1373150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1373155.500000 Penalty: 3052.100098
	Iteration 40F: 3 clusters Score -1373156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1373159.500000 Penalty: 3052.100098
	Iteration 41Q: 3 clusters Score -1373160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1373163.375000 Penalty: 3052.100098
	Iteration 42Q: 3 clusters Score -1373163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1373168.625000 Penalty: 3052.100098
	Iteration 43Q: 3 clusters Score -1373169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1373172.750000 Penalty: 3052.100098
	Iteration 44Q: 3 clusters Score -1373173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1373179.750000 Penalty: 3052.100098
	Iteration 45Q: 3 clusters Score -1373180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1373185.000000 Penalty: 3052.100098
	Iteration 46Q: 3 clusters Score -1373185 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -1373189.750000 Penalty: 3052.100098
	Iteration 47Q: 3 clusters Score -1373190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1373187.000000 Penalty: 3052.100098
	Iteration 48Q: 3 clusters Score -1373187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -1373191.750000 Penalty: 3052.100098
	Iteration 49Q: 3 clusters Score -1373192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1373193.375000 Penalty: 3052.100098
	Iteration 50Q: 3 clusters Score -1373193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1373191.000000 Penalty: 3052.100098
	Iteration 51Q: 3 clusters Score -1373191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1373190.875000 Penalty: 3052.100098
	Iteration 52Q: 3 clusters Score -1373191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1373192.000000 Penalty: 3052.100098
	Iteration 53Q: 3 clusters Score -1373192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1373193.000000 Penalty: 3052.100098
	Iteration 54Q: 3 clusters Score -1373193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1373191.750000 Penalty: 3052.100098
	Iteration 55Q: 3 clusters Score -1373192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1373191.750000 Penalty: 3052.100098
	Iteration 56F: 3 clusters Score -1373192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Entering Unmasked Estep 
Score: -315531.843750 Penalty: 1290.055420
	Iteration 0F: 2 clusters Score -315531.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -312950.187500 Penalty: 2580.110840
	Iteration 0F: 3 clusters Score -312950.2 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -313587.375000 Penalty: 2580.110840
	Iteration 1F: 3 clusters Score -313587.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -313724.718750 Penalty: 2580.110840
	Iteration 2F: 3 clusters Score -313724.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -313798.531250 Penalty: 2580.110840
	Iteration 3Q: 3 clusters Score -313798.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -313842.250000 Penalty: 2580.110840
	Iteration 4Q: 3 clusters Score -313842.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -313871.468750 Penalty: 2580.110840
	Iteration 5Q: 3 clusters Score -313871.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -313900.843750 Penalty: 2580.110840
	Iteration 6Q: 3 clusters Score -313900.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -313921.437500 Penalty: 2580.110840
	Iteration 7Q: 3 clusters Score -313921.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -313941.343750 Penalty: 2580.110840
	Iteration 8Q: 3 clusters Score -313941.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -313959.812500 Penalty: 2580.110840
	Iteration 9Q: 3 clusters Score -313959.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -313974.906250 Penalty: 2580.110840
	Iteration 10Q: 3 clusters Score -313974.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -313991.406250 Penalty: 2580.110840
	Iteration 11Q: 3 clusters Score -313991.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -314007.750000 Penalty: 2580.110840
	Iteration 12Q: 3 clusters Score -314007.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -314016.437500 Penalty: 2580.110840
	Iteration 13Q: 3 clusters Score -314016.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -314026.593750 Penalty: 2580.110840
	Iteration 14Q: 3 clusters Score -314026.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -314041.031250 Penalty: 2580.110840
	Iteration 15Q: 3 clusters Score -314041 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -314059.625000 Penalty: 2580.110840
	Iteration 16Q: 3 clusters Score -314059.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -314070.812500 Penalty: 2580.110840
	Iteration 17Q: 3 clusters Score -314070.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -314079.718750 Penalty: 2580.110840
	Iteration 18Q: 3 clusters Score -314079.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -314091.093750 Penalty: 2580.110840
	Iteration 19Q: 3 clusters Score -314091.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -314100.156250 Penalty: 2580.110840
	Iteration 20F: 3 clusters Score -314100.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -314114.375000 Penalty: 2580.110840
	Iteration 21Q: 3 clusters Score -314114.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -314131.906250 Penalty: 2580.110840
	Iteration 22Q: 3 clusters Score -314131.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -314144.281250 Penalty: 2580.110840
	Iteration 23Q: 3 clusters Score -314144.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -314155.750000 Penalty: 2580.110840
	Iteration 24Q: 3 clusters Score -314155.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -314165.281250 Penalty: 2580.110840
	Iteration 25Q: 3 clusters Score -314165.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -314176.062500 Penalty: 2580.110840
	Iteration 26Q: 3 clusters Score -314176.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -314191.000000 Penalty: 2580.110840
	Iteration 27Q: 3 clusters Score -314191 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -314203.500000 Penalty: 2580.110840
	Iteration 28Q: 3 clusters Score -314203.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -314220.218750 Penalty: 2580.110840
	Iteration 29Q: 3 clusters Score -314220.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -314236.562500 Penalty: 2580.110840
	Iteration 30Q: 3 clusters Score -314236.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -314253.500000 Penalty: 2580.110840
	Iteration 31Q: 3 clusters Score -314253.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -314270.843750 Penalty: 2580.110840
	Iteration 32Q: 3 clusters Score -314270.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -314287.218750 Penalty: 2580.110840
	Iteration 33Q: 3 clusters Score -314287.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -314305.031250 Penalty: 2580.110840
	Iteration 34Q: 3 clusters Score -314305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -314322.125000 Penalty: 2580.110840
	Iteration 35Q: 3 clusters Score -314322.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -314338.531250 Penalty: 2580.110840
	Iteration 36Q: 3 clusters Score -314338.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -314349.906250 Penalty: 2580.110840
	Iteration 37Q: 3 clusters Score -314349.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -314356.562500 Penalty: 2580.110840
	Iteration 38Q: 3 clusters Score -314356.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -314360.500000 Penalty: 2580.110840
	Iteration 39Q: 3 clusters Score -314360.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -314362.718750 Penalty: 2580.110840
	Iteration 40F: 3 clusters Score -314362.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -314365.125000 Penalty: 2580.110840
	Iteration 41Q: 3 clusters Score -314365.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -314365.218750 Penalty: 2580.110840
	Iteration 42Q: 3 clusters Score -314365.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -314366.656250 Penalty: 2580.110840
	Iteration 43Q: 3 clusters Score -314366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -314368.250000 Penalty: 2580.110840
	Iteration 44Q: 3 clusters Score -314368.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -314372.062500 Penalty: 2580.110840
	Iteration 45Q: 3 clusters Score -314372.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -314373.937500 Penalty: 2580.110840
	Iteration 46Q: 3 clusters Score -314373.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -314374.187500 Penalty: 2580.110840
	Iteration 47Q: 3 clusters Score -314374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -314374.187500 Penalty: 2580.110840
	Iteration 48F: 3 clusters Score -314374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Entering Unmasked Estep 
Score: -1730524.500000 Penalty: 1562.470947
	Iteration 0F: 2 clusters Score -1730524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1720207.875000 Penalty: 3124.941895
	Iteration 0F: 3 clusters Score -1720208 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1723684.375000 Penalty: 3124.941895
	Iteration 1F: 3 clusters Score -1723684 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1723931.125000 Penalty: 3124.941895
	Iteration 2F: 3 clusters Score -1723931 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1724164.500000 Penalty: 3124.941895
	Iteration 3Q: 3 clusters Score -1724164 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1724390.250000 Penalty: 3124.941895
	Iteration 4Q: 3 clusters Score -1724390 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1724630.000000 Penalty: 3124.941895
	Iteration 5Q: 3 clusters Score -1724630 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1724882.500000 Penalty: 3124.941895
	Iteration 6Q: 3 clusters Score -1724882 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1725228.750000 Penalty: 3124.941895
	Iteration 7Q: 3 clusters Score -1725229 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1725722.125000 Penalty: 3124.941895
	Iteration 8F: 3 clusters Score -1725722 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1726325.125000 Penalty: 3124.941895
	Iteration 9F: 3 clusters Score -1726325 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1726986.500000 Penalty: 3124.941895
	Iteration 10F: 3 clusters Score -1726986 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1727597.875000 Penalty: 3124.941895
	Iteration 11F: 3 clusters Score -1727598 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1728105.125000 Penalty: 3124.941895
	Iteration 12Q: 3 clusters Score -1728105 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1728488.500000 Penalty: 3124.941895
	Iteration 13Q: 3 clusters Score -1728488 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1728743.250000 Penalty: 3124.941895
	Iteration 14Q: 3 clusters Score -1728743 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1728918.125000 Penalty: 3124.941895
	Iteration 15Q: 3 clusters Score -1728918 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1729027.250000 Penalty: 3124.941895
	Iteration 16Q: 3 clusters Score -1729027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1729080.750000 Penalty: 3124.941895
	Iteration 17Q: 3 clusters Score -1729081 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1729122.750000 Penalty: 3124.941895
	Iteration 18Q: 3 clusters Score -1729123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1729139.250000 Penalty: 3124.941895
	Iteration 19Q: 3 clusters Score -1729139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1729151.125000 Penalty: 3124.941895
	Iteration 20F: 3 clusters Score -1729151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1729166.125000 Penalty: 3124.941895
	Iteration 21Q: 3 clusters Score -1729166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1729184.500000 Penalty: 3124.941895
	Iteration 22Q: 3 clusters Score -1729184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1729192.500000 Penalty: 3124.941895
	Iteration 23Q: 3 clusters Score -1729192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1729206.375000 Penalty: 3124.941895
	Iteration 24Q: 3 clusters Score -1729206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1729215.250000 Penalty: 3124.941895
	Iteration 25Q: 3 clusters Score -1729215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1729227.750000 Penalty: 3124.941895
	Iteration 26Q: 3 clusters Score -1729228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1729233.000000 Penalty: 3124.941895
	Iteration 27Q: 3 clusters Score -1729233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1729233.500000 Penalty: 3124.941895
	Iteration 28Q: 3 clusters Score -1729234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1729239.250000 Penalty: 3124.941895
	Iteration 29Q: 3 clusters Score -1729239 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1729245.000000 Penalty: 3124.941895
	Iteration 30Q: 3 clusters Score -1729245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1729248.250000 Penalty: 3124.941895
	Iteration 31Q: 3 clusters Score -1729248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1729249.750000 Penalty: 3124.941895
	Iteration 32Q: 3 clusters Score -1729250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1729249.750000 Penalty: 3124.941895
	Iteration 33F: 3 clusters Score -1729250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -1091228.625000 Penalty: 1487.281128
	Iteration 0F: 2 clusters Score -1091229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1084389.250000 Penalty: 2974.562256
	Iteration 0F: 3 clusters Score -1084389 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1086643.250000 Penalty: 2974.562256
	Iteration 1F: 3 clusters Score -1086643 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1086964.250000 Penalty: 2974.562256
	Iteration 2F: 3 clusters Score -1086964 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1087256.875000 Penalty: 2974.562256
	Iteration 3F: 3 clusters Score -1087257 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1087507.625000 Penalty: 2974.562256
	Iteration 4Q: 3 clusters Score -1087508 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1087734.875000 Penalty: 2974.562256
	Iteration 5Q: 3 clusters Score -1087735 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1087992.750000 Penalty: 2974.562256
	Iteration 6Q: 3 clusters Score -1087993 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1088274.750000 Penalty: 2974.562256
	Iteration 7Q: 3 clusters Score -1088275 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1088547.125000 Penalty: 2974.562256
	Iteration 8Q: 3 clusters Score -1088547 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1088800.250000 Penalty: 2974.562256
	Iteration 9Q: 3 clusters Score -1088800 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1089023.125000 Penalty: 2974.562256
	Iteration 10Q: 3 clusters Score -1089023 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1089236.250000 Penalty: 2974.562256
	Iteration 11Q: 3 clusters Score -1089236 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1089420.875000 Penalty: 2974.562256
	Iteration 12Q: 3 clusters Score -1089421 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -1089550.875000 Penalty: 2974.562256
	Iteration 13Q: 3 clusters Score -1089551 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1089661.000000 Penalty: 2974.562256
	Iteration 14Q: 3 clusters Score -1089661 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1089748.125000 Penalty: 2974.562256
	Iteration 15Q: 3 clusters Score -1089748 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1089818.125000 Penalty: 2974.562256
	Iteration 16Q: 3 clusters Score -1089818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1089866.250000 Penalty: 2974.562256
	Iteration 17Q: 3 clusters Score -1089866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1089899.000000 Penalty: 2974.562256
	Iteration 18Q: 3 clusters Score -1089899 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1089926.625000 Penalty: 2974.562256
	Iteration 19Q: 3 clusters Score -1089927 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -1089941.625000 Penalty: 2974.562256
	Iteration 20F: 3 clusters Score -1089942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1089953.000000 Penalty: 2974.562256
	Iteration 21Q: 3 clusters Score -1089953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1089958.875000 Penalty: 2974.562256
	Iteration 22Q: 3 clusters Score -1089959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1089965.875000 Penalty: 2974.562256
	Iteration 23Q: 3 clusters Score -1089966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1089968.875000 Penalty: 2974.562256
	Iteration 24Q: 3 clusters Score -1089969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1089972.375000 Penalty: 2974.562256
	Iteration 25Q: 3 clusters Score -1089972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -1089974.875000 Penalty: 2974.562256
	Iteration 26Q: 3 clusters Score -1089975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -1089982.125000 Penalty: 2974.562256
	Iteration 27Q: 3 clusters Score -1089982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1089984.500000 Penalty: 2974.562256
	Iteration 28Q: 3 clusters Score -1089984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1089986.125000 Penalty: 2974.562256
	Iteration 29Q: 3 clusters Score -1089986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1089988.125000 Penalty: 2974.562256
	Iteration 30Q: 3 clusters Score -1089988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1089988.750000 Penalty: 2974.562256
	Iteration 31Q: 3 clusters Score -1089989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1089989.250000 Penalty: 2974.562256
	Iteration 32Q: 3 clusters Score -1089989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1089990.250000 Penalty: 2974.562256
	Iteration 33Q: 3 clusters Score -1089990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1089990.875000 Penalty: 2974.562256
	Iteration 34Q: 3 clusters Score -1089991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -1089992.375000 Penalty: 2974.562256
	Iteration 35Q: 3 clusters Score -1089992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1089995.125000 Penalty: 2974.562256
	Iteration 36Q: 3 clusters Score -1089995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1089996.750000 Penalty: 2974.562256
	Iteration 37Q: 3 clusters Score -1089997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1089996.250000 Penalty: 2974.562256
	Iteration 38Q: 3 clusters Score -1089996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1089996.250000 Penalty: 2974.562256
	Iteration 39F: 3 clusters Score -1089996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -876949.000000 Penalty: 1452.191284
	Iteration 0F: 2 clusters Score -876949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -871342.625000 Penalty: 2904.382568
	Iteration 0F: 3 clusters Score -871342.6 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -873091.750000 Penalty: 2904.382568
	Iteration 1F: 3 clusters Score -873091.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -873315.187500 Penalty: 2904.382568
	Iteration 2F: 3 clusters Score -873315.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -873494.812500 Penalty: 2904.382568
	Iteration 3F: 3 clusters Score -873494.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -873649.500000 Penalty: 2904.382568
	Iteration 4Q: 3 clusters Score -873649.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -873817.500000 Penalty: 2904.382568
	Iteration 5Q: 3 clusters Score -873817.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -874005.375000 Penalty: 2904.382568
	Iteration 6Q: 3 clusters Score -874005.4 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -874240.687500 Penalty: 2904.382568
	Iteration 7Q: 3 clusters Score -874240.7 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -874546.000000 Penalty: 2904.382568
	Iteration 8Q: 3 clusters Score -874546 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -874900.500000 Penalty: 2904.382568
	Iteration 9Q: 3 clusters Score -874900.5 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -875213.625000 Penalty: 2904.382568
	Iteration 10Q: 3 clusters Score -875213.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -875434.187500 Penalty: 2904.382568
	Iteration 11Q: 3 clusters Score -875434.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -875549.062500 Penalty: 2904.382568
	Iteration 12Q: 3 clusters Score -875549.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -875599.937500 Penalty: 2904.382568
	Iteration 13Q: 3 clusters Score -875599.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -875627.062500 Penalty: 2904.382568
	Iteration 14Q: 3 clusters Score -875627.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -875645.250000 Penalty: 2904.382568
	Iteration 15Q: 3 clusters Score -875645.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -875652.562500 Penalty: 2904.382568
	Iteration 16Q: 3 clusters Score -875652.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -875659.812500 Penalty: 2904.382568
	Iteration 17Q: 3 clusters Score -875659.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -875666.250000 Penalty: 2904.382568
	Iteration 18Q: 3 clusters Score -875666.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -875668.062500 Penalty: 2904.382568
	Iteration 19Q: 3 clusters Score -875668.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -875674.250000 Penalty: 2904.382568
	Iteration 20F: 3 clusters Score -875674.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -875679.875000 Penalty: 2904.382568
	Iteration 21Q: 3 clusters Score -875679.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -875688.687500 Penalty: 2904.382568
	Iteration 22Q: 3 clusters Score -875688.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -875694.000000 Penalty: 2904.382568
	Iteration 23Q: 3 clusters Score -875694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -875703.125000 Penalty: 2904.382568
	Iteration 24Q: 3 clusters Score -875703.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -875711.562500 Penalty: 2904.382568
	Iteration 25Q: 3 clusters Score -875711.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -875720.437500 Penalty: 2904.382568
	Iteration 26Q: 3 clusters Score -875720.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -875727.250000 Penalty: 2904.382568
	Iteration 27Q: 3 clusters Score -875727.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -875736.812500 Penalty: 2904.382568
	Iteration 28Q: 3 clusters Score -875736.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -875739.562500 Penalty: 2904.382568
	Iteration 29Q: 3 clusters Score -875739.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -875745.375000 Penalty: 2904.382568
	Iteration 30Q: 3 clusters Score -875745.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -875749.437500 Penalty: 2904.382568
	Iteration 31Q: 3 clusters Score -875749.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -875755.937500 Penalty: 2904.382568
	Iteration 32Q: 3 clusters Score -875755.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -875758.000000 Penalty: 2904.382568
	Iteration 33Q: 3 clusters Score -875758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -875761.875000 Penalty: 2904.382568
	Iteration 34Q: 3 clusters Score -875761.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -875767.125000 Penalty: 2904.382568
	Iteration 35Q: 3 clusters Score -875767.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -875780.250000 Penalty: 2904.382568
	Iteration 36Q: 3 clusters Score -875780.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -875808.437500 Penalty: 2904.382568
	Iteration 37Q: 3 clusters Score -875808.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -875841.000000 Penalty: 2904.382568
	Iteration 38Q: 3 clusters Score -875841 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -875879.187500 Penalty: 2904.382568
	Iteration 39Q: 3 clusters Score -875879.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -875926.062500 Penalty: 2904.382568
	Iteration 40F: 3 clusters Score -875926.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -876012.250000 Penalty: 2904.382568
	Iteration 41Q: 3 clusters Score -876012.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -876122.750000 Penalty: 2904.382568
	Iteration 42Q: 3 clusters Score -876122.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -876219.625000 Penalty: 2904.382568
	Iteration 43Q: 3 clusters Score -876219.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -876306.250000 Penalty: 2904.382568
	Iteration 44Q: 3 clusters Score -876306.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -876375.812500 Penalty: 2904.382568
	Iteration 45Q: 3 clusters Score -876375.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -876451.500000 Penalty: 2904.382568
	Iteration 46Q: 3 clusters Score -876451.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -876492.437500 Penalty: 2904.382568
	Iteration 47Q: 3 clusters Score -876492.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -876535.187500 Penalty: 2904.382568
	Iteration 48Q: 3 clusters Score -876535.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -876558.312500 Penalty: 2904.382568
	Iteration 49Q: 3 clusters Score -876558.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -876576.000000 Penalty: 2904.382568
	Iteration 50Q: 3 clusters Score -876576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -876583.312500 Penalty: 2904.382568
	Iteration 51Q: 3 clusters Score -876583.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -876585.687500 Penalty: 2904.382568
	Iteration 52Q: 3 clusters Score -876585.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -876586.375000 Penalty: 2904.382568
	Iteration 53Q: 3 clusters Score -876586.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -876592.500000 Penalty: 2904.382568
	Iteration 54Q: 3 clusters Score -876592.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -876594.250000 Penalty: 2904.382568
	Iteration 55Q: 3 clusters Score -876594.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -876595.875000 Penalty: 2904.382568
	Iteration 56Q: 3 clusters Score -876595.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -876595.125000 Penalty: 2904.382568
	Iteration 57Q: 3 clusters Score -876595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -876597.062500 Penalty: 2904.382568
	Iteration 58Q: 3 clusters Score -876597.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -876596.125000 Penalty: 2904.382568
	Iteration 59Q: 3 clusters Score -876596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -876596.125000 Penalty: 2904.382568
	Iteration 60F: 3 clusters Score -876596.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -876596.375000 Penalty: 2904.382568
	Iteration 61Q: 3 clusters Score -876596.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -876598.937500 Penalty: 2904.382568
	Iteration 62Q: 3 clusters Score -876598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -876600.062500 Penalty: 2904.382568
	Iteration 63Q: 3 clusters Score -876600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -876599.000000 Penalty: 2904.382568
	Iteration 64Q: 3 clusters Score -876599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -876599.750000 Penalty: 2904.382568
	Iteration 65Q: 3 clusters Score -876599.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -876601.375000 Penalty: 2904.382568
	Iteration 66Q: 3 clusters Score -876601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -876601.500000 Penalty: 2904.382568
	Iteration 67Q: 3 clusters Score -876601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -876601.937500 Penalty: 2904.382568
	Iteration 68Q: 3 clusters Score -876601.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -876601.687500 Penalty: 2904.382568
	Iteration 69Q: 3 clusters Score -876601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -876601.562500 Penalty: 2904.382568
	Iteration 70Q: 3 clusters Score -876601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -876600.687500 Penalty: 2904.382568
	Iteration 71Q: 3 clusters Score -876600.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -876601.187500 Penalty: 2904.382568
	Iteration 72Q: 3 clusters Score -876601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -876601.187500 Penalty: 2904.382568
	Iteration 73F: 3 clusters Score -876601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Entering Unmasked Estep 
Score: -485566.937500 Penalty: 1373.677612
	Iteration 0F: 2 clusters Score -485566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -481782.093750 Penalty: 2747.355225
	Iteration 0F: 3 clusters Score -481782.1 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -482972.093750 Penalty: 2747.355225
	Iteration 1F: 3 clusters Score -482972.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -483284.343750 Penalty: 2747.355225
	Iteration 2F: 3 clusters Score -483284.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -483557.843750 Penalty: 2747.355225
	Iteration 3F: 3 clusters Score -483557.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -483753.875000 Penalty: 2747.355225
	Iteration 4F: 3 clusters Score -483753.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -483914.843750 Penalty: 2747.355225
	Iteration 5Q: 3 clusters Score -483914.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -484096.218750 Penalty: 2747.355225
	Iteration 6Q: 3 clusters Score -484096.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -484248.531250 Penalty: 2747.355225
	Iteration 7Q: 3 clusters Score -484248.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -484373.000000 Penalty: 2747.355225
	Iteration 8Q: 3 clusters Score -484373 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -484463.531250 Penalty: 2747.355225
	Iteration 9Q: 3 clusters Score -484463.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -484535.281250 Penalty: 2747.355225
	Iteration 10Q: 3 clusters Score -484535.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -484588.437500 Penalty: 2747.355225
	Iteration 11Q: 3 clusters Score -484588.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -484619.187500 Penalty: 2747.355225
	Iteration 12Q: 3 clusters Score -484619.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -484638.937500 Penalty: 2747.355225
	Iteration 13Q: 3 clusters Score -484638.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -484655.312500 Penalty: 2747.355225
	Iteration 14Q: 3 clusters Score -484655.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -484667.500000 Penalty: 2747.355225
	Iteration 15Q: 3 clusters Score -484667.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -484679.843750 Penalty: 2747.355225
	Iteration 16Q: 3 clusters Score -484679.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -484694.312500 Penalty: 2747.355225
	Iteration 17Q: 3 clusters Score -484694.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -484707.281250 Penalty: 2747.355225
	Iteration 18Q: 3 clusters Score -484707.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -484718.593750 Penalty: 2747.355225
	Iteration 19Q: 3 clusters Score -484718.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -484723.718750 Penalty: 2747.355225
	Iteration 20F: 3 clusters Score -484723.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -484726.968750 Penalty: 2747.355225
	Iteration 21Q: 3 clusters Score -484727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -484729.906250 Penalty: 2747.355225
	Iteration 22Q: 3 clusters Score -484729.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -484730.781250 Penalty: 2747.355225
	Iteration 23Q: 3 clusters Score -484730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -484732.125000 Penalty: 2747.355225
	Iteration 24Q: 3 clusters Score -484732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -484731.468750 Penalty: 2747.355225
	Iteration 25Q: 3 clusters Score -484731.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -484731.875000 Penalty: 2747.355225
	Iteration 26Q: 3 clusters Score -484731.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -484731.875000 Penalty: 2747.355225
	Iteration 27F: 3 clusters Score -484731.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -543107.687500 Penalty: 1376.765869
	Iteration 0F: 2 clusters Score -543107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -539255.062500 Penalty: 2753.531738
	Iteration 0F: 3 clusters Score -539255.1 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -540333.562500 Penalty: 2753.531738
	Iteration 1F: 3 clusters Score -540333.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -540510.750000 Penalty: 2753.531738
	Iteration 2F: 3 clusters Score -540510.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -540641.250000 Penalty: 2753.531738
	Iteration 3F: 3 clusters Score -540641.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -540743.312500 Penalty: 2753.531738
	Iteration 4Q: 3 clusters Score -540743.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -540832.312500 Penalty: 2753.531738
	Iteration 5Q: 3 clusters Score -540832.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -540923.125000 Penalty: 2753.531738
	Iteration 6Q: 3 clusters Score -540923.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -541048.250000 Penalty: 2753.531738
	Iteration 7Q: 3 clusters Score -541048.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -541175.625000 Penalty: 2753.531738
	Iteration 8Q: 3 clusters Score -541175.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -541288.250000 Penalty: 2753.531738
	Iteration 9Q: 3 clusters Score -541288.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -541372.812500 Penalty: 2753.531738
	Iteration 10Q: 3 clusters Score -541372.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -541466.625000 Penalty: 2753.531738
	Iteration 11Q: 3 clusters Score -541466.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -541561.500000 Penalty: 2753.531738
	Iteration 12Q: 3 clusters Score -541561.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -541641.437500 Penalty: 2753.531738
	Iteration 13Q: 3 clusters Score -541641.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -541708.937500 Penalty: 2753.531738
	Iteration 14Q: 3 clusters Score -541708.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -541765.375000 Penalty: 2753.531738
	Iteration 15Q: 3 clusters Score -541765.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -541810.812500 Penalty: 2753.531738
	Iteration 16Q: 3 clusters Score -541810.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -541846.937500 Penalty: 2753.531738
	Iteration 17Q: 3 clusters Score -541846.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -541868.625000 Penalty: 2753.531738
	Iteration 18Q: 3 clusters Score -541868.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -541884.875000 Penalty: 2753.531738
	Iteration 19Q: 3 clusters Score -541884.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -541887.750000 Penalty: 2753.531738
	Iteration 20F: 3 clusters Score -541887.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -541894.312500 Penalty: 2753.531738
	Iteration 21Q: 3 clusters Score -541894.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -541900.750000 Penalty: 2753.531738
	Iteration 22Q: 3 clusters Score -541900.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -541903.125000 Penalty: 2753.531738
	Iteration 23Q: 3 clusters Score -541903.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -541905.937500 Penalty: 2753.531738
	Iteration 24Q: 3 clusters Score -541905.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -541907.250000 Penalty: 2753.531738
	Iteration 25Q: 3 clusters Score -541907.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -541908.687500 Penalty: 2753.531738
	Iteration 26Q: 3 clusters Score -541908.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -541908.812500 Penalty: 2753.531738
	Iteration 27Q: 3 clusters Score -541908.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -541908.812500 Penalty: 2753.531738
	Iteration 28F: 3 clusters Score -541908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Entering Unmasked Estep 
Score: -290563.437500 Penalty: 1281.427124
	Iteration 0F: 2 clusters Score -290563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -288042.062500 Penalty: 2562.854248
	Iteration 0F: 3 clusters Score -288042.1 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288634.250000 Penalty: 2562.854248
	Iteration 1F: 3 clusters Score -288634.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -288765.093750 Penalty: 2562.854248
	Iteration 2F: 3 clusters Score -288765.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288850.125000 Penalty: 2562.854248
	Iteration 3Q: 3 clusters Score -288850.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -288933.125000 Penalty: 2562.854248
	Iteration 4Q: 3 clusters Score -288933.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -288987.343750 Penalty: 2562.854248
	Iteration 5Q: 3 clusters Score -288987.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -289035.312500 Penalty: 2562.854248
	Iteration 6Q: 3 clusters Score -289035.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -289072.843750 Penalty: 2562.854248
	Iteration 7Q: 3 clusters Score -289072.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -289114.406250 Penalty: 2562.854248
	Iteration 8Q: 3 clusters Score -289114.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -289149.218750 Penalty: 2562.854248
	Iteration 9Q: 3 clusters Score -289149.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -289189.718750 Penalty: 2562.854248
	Iteration 10Q: 3 clusters Score -289189.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -289233.281250 Penalty: 2562.854248
	Iteration 11Q: 3 clusters Score -289233.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -289280.312500 Penalty: 2562.854248
	Iteration 12Q: 3 clusters Score -289280.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -289336.843750 Penalty: 2562.854248
	Iteration 13Q: 3 clusters Score -289336.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -289408.843750 Penalty: 2562.854248
	Iteration 14Q: 3 clusters Score -289408.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -289473.281250 Penalty: 2562.854248
	Iteration 15Q: 3 clusters Score -289473.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -289526.093750 Penalty: 2562.854248
	Iteration 16Q: 3 clusters Score -289526.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -289589.562500 Penalty: 2562.854248
	Iteration 17Q: 3 clusters Score -289589.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -289671.375000 Penalty: 2562.854248
	Iteration 18Q: 3 clusters Score -289671.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -289744.875000 Penalty: 2562.854248
	Iteration 19Q: 3 clusters Score -289744.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -289810.750000 Penalty: 2562.854248
	Iteration 20F: 3 clusters Score -289810.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -289855.937500 Penalty: 2562.854248
	Iteration 21Q: 3 clusters Score -289855.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -289893.343750 Penalty: 2562.854248
	Iteration 22Q: 3 clusters Score -289893.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -289921.312500 Penalty: 2562.854248
	Iteration 23Q: 3 clusters Score -289921.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -289943.781250 Penalty: 2562.854248
	Iteration 24Q: 3 clusters Score -289943.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -289968.031250 Penalty: 2562.854248
	Iteration 25Q: 3 clusters Score -289968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -289988.343750 Penalty: 2562.854248
	Iteration 26Q: 3 clusters Score -289988.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -290004.656250 Penalty: 2562.854248
	Iteration 27Q: 3 clusters Score -290004.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -290013.562500 Penalty: 2562.854248
	Iteration 28Q: 3 clusters Score -290013.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -290017.500000 Penalty: 2562.854248
	Iteration 29Q: 3 clusters Score -290017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -290019.562500 Penalty: 2562.854248
	Iteration 30Q: 3 clusters Score -290019.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -290020.718750 Penalty: 2562.854248
	Iteration 31Q: 3 clusters Score -290020.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -290021.093750 Penalty: 2562.854248
	Iteration 32Q: 3 clusters Score -290021.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -290021.750000 Penalty: 2562.854248
	Iteration 33Q: 3 clusters Score -290021.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -290023.468750 Penalty: 2562.854248
	Iteration 34Q: 3 clusters Score -290023.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -290025.093750 Penalty: 2562.854248
	Iteration 35Q: 3 clusters Score -290025.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -290024.937500 Penalty: 2562.854248
	Iteration 36Q: 3 clusters Score -290024.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -290024.781250 Penalty: 2562.854248
	Iteration 37Q: 3 clusters Score -290024.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -290024.781250 Penalty: 2562.854248
	Iteration 38F: 3 clusters Score -290024.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -60191.339844 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -60191.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59035.984375 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -59035.98 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59372.007812 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -59372.01 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59490.890625 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -59490.89 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -59563.199219 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -59563.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -59620.246094 Penalty: 2130.028320
	Iteration 4Q: 3 clusters Score -59620.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -59658.515625 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -59658.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -59728.031250 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -59728.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59815.062500 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -59815.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59886.300781 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -59886.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59946.175781 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -59946.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -59995.917969 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -59995.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60030.550781 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -60030.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60049.296875 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -60049.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60059.093750 Penalty: 2130.028320
	Iteration 13Q: 3 clusters Score -60059.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60067.839844 Penalty: 2130.028320
	Iteration 14Q: 3 clusters Score -60067.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60070.613281 Penalty: 2130.028320
	Iteration 15Q: 3 clusters Score -60070.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60073.222656 Penalty: 2130.028320
	Iteration 16Q: 3 clusters Score -60073.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60074.726562 Penalty: 2130.028320
	Iteration 17Q: 3 clusters Score -60074.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60078.523438 Penalty: 2130.028320
	Iteration 18F: 3 clusters Score -60078.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60093.398438 Penalty: 2130.028320
	Iteration 19Q: 3 clusters Score -60093.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -60115.242188 Penalty: 2130.028320
	Iteration 20F: 3 clusters Score -60115.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60123.273438 Penalty: 2130.028320
	Iteration 21Q: 3 clusters Score -60123.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60133.925781 Penalty: 2130.028320
	Iteration 22Q: 3 clusters Score -60133.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60141.847656 Penalty: 2130.028320
	Iteration 23Q: 3 clusters Score -60141.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -60145.500000 Penalty: 2130.028320
	Iteration 24Q: 3 clusters Score -60145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -60147.097656 Penalty: 2130.028320
	Iteration 25Q: 3 clusters Score -60147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -60152.542969 Penalty: 2130.028320
	Iteration 26Q: 3 clusters Score -60152.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60156.121094 Penalty: 2130.028320
	Iteration 27Q: 3 clusters Score -60156.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -60156.121094 Penalty: 2130.028320
	Iteration 28F: 3 clusters Score -60156.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -216582.812500 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -216582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -214488.281250 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -214488.3 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -215020.031250 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -215020 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -215233.093750 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -215233.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -215426.609375 Penalty: 2472.075928
	Iteration 3F: 3 clusters Score -215426.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -215585.937500 Penalty: 2472.075928
	Iteration 4F: 3 clusters Score -215585.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -215765.968750 Penalty: 2472.075928
	Iteration 5F: 3 clusters Score -215766 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -215989.015625 Penalty: 2472.075928
	Iteration 6F: 3 clusters Score -215989 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -216147.609375 Penalty: 2472.075928
	Iteration 7Q: 3 clusters Score -216147.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -216296.343750 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -216296.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -216438.171875 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -216438.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -216517.812500 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -216517.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -216556.859375 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -216556.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -216571.343750 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -216571.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -216577.921875 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -216577.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -216580.312500 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -216580.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -216584.203125 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -216584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -216586.859375 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -216586.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -216588.687500 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -216588.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -216590.046875 Penalty: 2472.075928
	Iteration 18Q: 3 clusters Score -216590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -216591.187500 Penalty: 2472.075928
	Iteration 19Q: 3 clusters Score -216591.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -216592.828125 Penalty: 2472.075928
	Iteration 20F: 3 clusters Score -216592.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -216594.625000 Penalty: 2472.075928
	Iteration 21Q: 3 clusters Score -216594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -216596.218750 Penalty: 2472.075928
	Iteration 22Q: 3 clusters Score -216596.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -216596.812500 Penalty: 2472.075928
	Iteration 23Q: 3 clusters Score -216596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -216597.515625 Penalty: 2472.075928
	Iteration 24Q: 3 clusters Score -216597.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -216598.515625 Penalty: 2472.075928
	Iteration 25Q: 3 clusters Score -216598.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -216600.578125 Penalty: 2472.075928
	Iteration 26Q: 3 clusters Score -216600.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -216601.687500 Penalty: 2472.075928
	Iteration 27Q: 3 clusters Score -216601.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -216601.578125 Penalty: 2472.075928
	Iteration 28Q: 3 clusters Score -216601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -216601.578125 Penalty: 2472.075928
	Iteration 29F: 3 clusters Score -216601.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 88241 members 
Mstep: Class 24 contains 6988 members 
Mstep: Class 25 contains 43658 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 25658 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7856 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 790 members 
Entering Unmasked Estep 
Score: -40152972.000000 Penalty: 93588.375000
Splitting cluster 18 changes total score from -40153800.000000 to -40152972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Entering Unmasked Estep 
Score: -167351.421875 Penalty: 1186.326782
	Iteration 0F: 2 clusters Score -167351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -165616.640625 Penalty: 2372.653564
	Iteration 0F: 3 clusters Score -165616.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -165930.328125 Penalty: 2372.653564
	Iteration 1F: 3 clusters Score -165930.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -166002.609375 Penalty: 2372.653564
	Iteration 2F: 3 clusters Score -166002.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -166041.921875 Penalty: 2372.653564
	Iteration 3Q: 3 clusters Score -166041.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -166061.109375 Penalty: 2372.653564
	Iteration 4Q: 3 clusters Score -166061.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -166077.187500 Penalty: 2372.653564
	Iteration 5Q: 3 clusters Score -166077.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -166097.750000 Penalty: 2372.653564
	Iteration 6Q: 3 clusters Score -166097.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -166109.390625 Penalty: 2372.653564
	Iteration 7Q: 3 clusters Score -166109.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -166124.687500 Penalty: 2372.653564
	Iteration 8Q: 3 clusters Score -166124.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166144.000000 Penalty: 2372.653564
	Iteration 9Q: 3 clusters Score -166144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -166156.843750 Penalty: 2372.653564
	Iteration 10Q: 3 clusters Score -166156.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -166166.937500 Penalty: 2372.653564
	Iteration 11Q: 3 clusters Score -166166.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -166180.578125 Penalty: 2372.653564
	Iteration 12Q: 3 clusters Score -166180.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166194.187500 Penalty: 2372.653564
	Iteration 13Q: 3 clusters Score -166194.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -166205.640625 Penalty: 2372.653564
	Iteration 14Q: 3 clusters Score -166205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -166213.187500 Penalty: 2372.653564
	Iteration 15Q: 3 clusters Score -166213.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -166222.390625 Penalty: 2372.653564
	Iteration 16Q: 3 clusters Score -166222.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -166228.656250 Penalty: 2372.653564
	Iteration 17Q: 3 clusters Score -166228.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -166235.015625 Penalty: 2372.653564
	Iteration 18Q: 3 clusters Score -166235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -166238.875000 Penalty: 2372.653564
	Iteration 19Q: 3 clusters Score -166238.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -166242.734375 Penalty: 2372.653564
	Iteration 20F: 3 clusters Score -166242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -166245.593750 Penalty: 2372.653564
	Iteration 21Q: 3 clusters Score -166245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -166249.328125 Penalty: 2372.653564
	Iteration 22Q: 3 clusters Score -166249.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -166257.265625 Penalty: 2372.653564
	Iteration 23Q: 3 clusters Score -166257.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -166266.062500 Penalty: 2372.653564
	Iteration 24Q: 3 clusters Score -166266.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -166269.078125 Penalty: 2372.653564
	Iteration 25Q: 3 clusters Score -166269.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166271.062500 Penalty: 2372.653564
	Iteration 26Q: 3 clusters Score -166271.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -166272.625000 Penalty: 2372.653564
	Iteration 27Q: 3 clusters Score -166272.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -166274.062500 Penalty: 2372.653564
	Iteration 28Q: 3 clusters Score -166274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -166274.875000 Penalty: 2372.653564
	Iteration 29Q: 3 clusters Score -166274.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -166275.218750 Penalty: 2372.653564
	Iteration 30Q: 3 clusters Score -166275.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -166275.218750 Penalty: 2372.653564
	Iteration 31F: 3 clusters Score -166275.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Entering Unmasked Estep 
Score: -170766.203125 Penalty: 1191.297363
	Iteration 0F: 2 clusters Score -170766.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -168992.734375 Penalty: 2382.594727
	Iteration 0F: 3 clusters Score -168992.7 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -169340.750000 Penalty: 2382.594727
	Iteration 1F: 3 clusters Score -169340.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -169440.453125 Penalty: 2382.594727
	Iteration 2F: 3 clusters Score -169440.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -169493.578125 Penalty: 2382.594727
	Iteration 3Q: 3 clusters Score -169493.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -169528.156250 Penalty: 2382.594727
	Iteration 4Q: 3 clusters Score -169528.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -169550.812500 Penalty: 2382.594727
	Iteration 5Q: 3 clusters Score -169550.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -169565.703125 Penalty: 2382.594727
	Iteration 6Q: 3 clusters Score -169565.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -169582.093750 Penalty: 2382.594727
	Iteration 7Q: 3 clusters Score -169582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -169598.359375 Penalty: 2382.594727
	Iteration 8Q: 3 clusters Score -169598.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -169611.390625 Penalty: 2382.594727
	Iteration 9Q: 3 clusters Score -169611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -169619.515625 Penalty: 2382.594727
	Iteration 10Q: 3 clusters Score -169619.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -169628.953125 Penalty: 2382.594727
	Iteration 11Q: 3 clusters Score -169629 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -169638.578125 Penalty: 2382.594727
	Iteration 12Q: 3 clusters Score -169638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -169641.515625 Penalty: 2382.594727
	Iteration 13Q: 3 clusters Score -169641.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -169643.250000 Penalty: 2382.594727
	Iteration 14Q: 3 clusters Score -169643.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -169646.609375 Penalty: 2382.594727
	Iteration 15Q: 3 clusters Score -169646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -169650.562500 Penalty: 2382.594727
	Iteration 16Q: 3 clusters Score -169650.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -169655.921875 Penalty: 2382.594727
	Iteration 17Q: 3 clusters Score -169655.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -169660.343750 Penalty: 2382.594727
	Iteration 18Q: 3 clusters Score -169660.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -169666.468750 Penalty: 2382.594727
	Iteration 19Q: 3 clusters Score -169666.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -169680.140625 Penalty: 2382.594727
	Iteration 20F: 3 clusters Score -169680.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -169692.687500 Penalty: 2382.594727
	Iteration 21Q: 3 clusters Score -169692.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -169706.250000 Penalty: 2382.594727
	Iteration 22Q: 3 clusters Score -169706.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -169715.875000 Penalty: 2382.594727
	Iteration 23Q: 3 clusters Score -169715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -169719.187500 Penalty: 2382.594727
	Iteration 24Q: 3 clusters Score -169719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -169723.828125 Penalty: 2382.594727
	Iteration 25Q: 3 clusters Score -169723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -169727.656250 Penalty: 2382.594727
	Iteration 26Q: 3 clusters Score -169727.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -169729.515625 Penalty: 2382.594727
	Iteration 27Q: 3 clusters Score -169729.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -169731.859375 Penalty: 2382.594727
	Iteration 28Q: 3 clusters Score -169731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -169735.046875 Penalty: 2382.594727
	Iteration 29Q: 3 clusters Score -169735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -169738.140625 Penalty: 2382.594727
	Iteration 30Q: 3 clusters Score -169738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -169740.828125 Penalty: 2382.594727
	Iteration 31Q: 3 clusters Score -169740.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -169742.390625 Penalty: 2382.594727
	Iteration 32Q: 3 clusters Score -169742.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -169742.984375 Penalty: 2382.594727
	Iteration 33Q: 3 clusters Score -169743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -169743.500000 Penalty: 2382.594727
	Iteration 34Q: 3 clusters Score -169743.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -169744.609375 Penalty: 2382.594727
	Iteration 35Q: 3 clusters Score -169744.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -169744.609375 Penalty: 2382.594727
	Iteration 36F: 3 clusters Score -169744.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -208968.750000 Penalty: 1224.745850
	Iteration 0F: 2 clusters Score -208968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -206942.812500 Penalty: 2449.491699
	Iteration 0F: 3 clusters Score -206942.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -207404.859375 Penalty: 2449.491699
	Iteration 1F: 3 clusters Score -207404.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -207501.546875 Penalty: 2449.491699
	Iteration 2F: 3 clusters Score -207501.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -207553.343750 Penalty: 2449.491699
	Iteration 3Q: 3 clusters Score -207553.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -207596.328125 Penalty: 2449.491699
	Iteration 4Q: 3 clusters Score -207596.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -207631.109375 Penalty: 2449.491699
	Iteration 5Q: 3 clusters Score -207631.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -207659.781250 Penalty: 2449.491699
	Iteration 6Q: 3 clusters Score -207659.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -207673.546875 Penalty: 2449.491699
	Iteration 7Q: 3 clusters Score -207673.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -207681.953125 Penalty: 2449.491699
	Iteration 8Q: 3 clusters Score -207682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -207687.031250 Penalty: 2449.491699
	Iteration 9Q: 3 clusters Score -207687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -207695.703125 Penalty: 2449.491699
	Iteration 10Q: 3 clusters Score -207695.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -207707.265625 Penalty: 2449.491699
	Iteration 11Q: 3 clusters Score -207707.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -207720.937500 Penalty: 2449.491699
	Iteration 12Q: 3 clusters Score -207720.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -207728.265625 Penalty: 2449.491699
	Iteration 13Q: 3 clusters Score -207728.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -207739.703125 Penalty: 2449.491699
	Iteration 14Q: 3 clusters Score -207739.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -207750.781250 Penalty: 2449.491699
	Iteration 15Q: 3 clusters Score -207750.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -207758.734375 Penalty: 2449.491699
	Iteration 16Q: 3 clusters Score -207758.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -207763.203125 Penalty: 2449.491699
	Iteration 17Q: 3 clusters Score -207763.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -207766.125000 Penalty: 2449.491699
	Iteration 18Q: 3 clusters Score -207766.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -207767.984375 Penalty: 2449.491699
	Iteration 19Q: 3 clusters Score -207768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -207768.765625 Penalty: 2449.491699
	Iteration 20F: 3 clusters Score -207768.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -207771.187500 Penalty: 2449.491699
	Iteration 21Q: 3 clusters Score -207771.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -207776.296875 Penalty: 2449.491699
	Iteration 22Q: 3 clusters Score -207776.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -207782.140625 Penalty: 2449.491699
	Iteration 23Q: 3 clusters Score -207782.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -207788.875000 Penalty: 2449.491699
	Iteration 24Q: 3 clusters Score -207788.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -207797.703125 Penalty: 2449.491699
	Iteration 25Q: 3 clusters Score -207797.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -207806.953125 Penalty: 2449.491699
	Iteration 26Q: 3 clusters Score -207807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -207813.953125 Penalty: 2449.491699
	Iteration 27Q: 3 clusters Score -207814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -207816.968750 Penalty: 2449.491699
	Iteration 28Q: 3 clusters Score -207817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -207822.296875 Penalty: 2449.491699
	Iteration 29Q: 3 clusters Score -207822.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -207829.625000 Penalty: 2449.491699
	Iteration 30Q: 3 clusters Score -207829.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -207840.921875 Penalty: 2449.491699
	Iteration 31Q: 3 clusters Score -207840.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -207856.375000 Penalty: 2449.491699
	Iteration 32Q: 3 clusters Score -207856.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -207871.437500 Penalty: 2449.491699
	Iteration 33Q: 3 clusters Score -207871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -207884.546875 Penalty: 2449.491699
	Iteration 34Q: 3 clusters Score -207884.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -207900.484375 Penalty: 2449.491699
	Iteration 35Q: 3 clusters Score -207900.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -207919.937500 Penalty: 2449.491699
	Iteration 36Q: 3 clusters Score -207919.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -207931.203125 Penalty: 2449.491699
	Iteration 37Q: 3 clusters Score -207931.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -207946.640625 Penalty: 2449.491699
	Iteration 38Q: 3 clusters Score -207946.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -207966.765625 Penalty: 2449.491699
	Iteration 39Q: 3 clusters Score -207966.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -207989.781250 Penalty: 2449.491699
	Iteration 40F: 3 clusters Score -207989.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -208007.140625 Penalty: 2449.491699
	Iteration 41Q: 3 clusters Score -208007.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -208025.234375 Penalty: 2449.491699
	Iteration 42Q: 3 clusters Score -208025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -208041.765625 Penalty: 2449.491699
	Iteration 43Q: 3 clusters Score -208041.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -208052.375000 Penalty: 2449.491699
	Iteration 44Q: 3 clusters Score -208052.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -208062.812500 Penalty: 2449.491699
	Iteration 45Q: 3 clusters Score -208062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -208067.843750 Penalty: 2449.491699
	Iteration 46Q: 3 clusters Score -208067.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -208071.546875 Penalty: 2449.491699
	Iteration 47Q: 3 clusters Score -208071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -208072.265625 Penalty: 2449.491699
	Iteration 48Q: 3 clusters Score -208072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -208072.265625 Penalty: 2449.491699
	Iteration 49F: 3 clusters Score -208072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Entering Unmasked Estep 
Score: -1881351.875000 Penalty: 1577.226929
	Iteration 0F: 2 clusters Score -1881352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1870071.625000 Penalty: 3154.453857
	Iteration 0F: 3 clusters Score -1870072 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1874145.375000 Penalty: 3154.453857
	Iteration 1F: 3 clusters Score -1874145 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1874523.875000 Penalty: 3154.453857
	Iteration 2F: 3 clusters Score -1874524 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1874868.750000 Penalty: 3154.453857
	Iteration 3Q: 3 clusters Score -1874869 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1875221.500000 Penalty: 3154.453857
	Iteration 4Q: 3 clusters Score -1875222 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1875615.375000 Penalty: 3154.453857
	Iteration 5Q: 3 clusters Score -1875615 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1876095.000000 Penalty: 3154.453857
	Iteration 6Q: 3 clusters Score -1876095 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1876678.000000 Penalty: 3154.453857
	Iteration 7F: 3 clusters Score -1876678 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1877319.625000 Penalty: 3154.453857
	Iteration 8F: 3 clusters Score -1877320 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1877945.875000 Penalty: 3154.453857
	Iteration 9F: 3 clusters Score -1877946 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1878528.250000 Penalty: 3154.453857
	Iteration 10Q: 3 clusters Score -1878528 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1878972.000000 Penalty: 3154.453857
	Iteration 11Q: 3 clusters Score -1878972 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1879273.000000 Penalty: 3154.453857
	Iteration 12Q: 3 clusters Score -1879273 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1879467.375000 Penalty: 3154.453857
	Iteration 13Q: 3 clusters Score -1879467 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1879619.250000 Penalty: 3154.453857
	Iteration 14Q: 3 clusters Score -1879619 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1879747.250000 Penalty: 3154.453857
	Iteration 15Q: 3 clusters Score -1879747 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1879844.875000 Penalty: 3154.453857
	Iteration 16Q: 3 clusters Score -1879845 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1879902.500000 Penalty: 3154.453857
	Iteration 17Q: 3 clusters Score -1879902 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1879938.125000 Penalty: 3154.453857
	Iteration 18Q: 3 clusters Score -1879938 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1879967.500000 Penalty: 3154.453857
	Iteration 19Q: 3 clusters Score -1879968 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1879986.625000 Penalty: 3154.453857
	Iteration 20F: 3 clusters Score -1879987 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1880000.875000 Penalty: 3154.453857
	Iteration 21Q: 3 clusters Score -1880001 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1880014.625000 Penalty: 3154.453857
	Iteration 22Q: 3 clusters Score -1880015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1880022.625000 Penalty: 3154.453857
	Iteration 23Q: 3 clusters Score -1880023 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1880026.750000 Penalty: 3154.453857
	Iteration 24Q: 3 clusters Score -1880027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1880031.000000 Penalty: 3154.453857
	Iteration 25Q: 3 clusters Score -1880031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1880033.000000 Penalty: 3154.453857
	Iteration 26Q: 3 clusters Score -1880033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1880030.250000 Penalty: 3154.453857
	Iteration 27Q: 3 clusters Score -1880030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1880032.125000 Penalty: 3154.453857
	Iteration 28Q: 3 clusters Score -1880032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1880035.750000 Penalty: 3154.453857
	Iteration 29Q: 3 clusters Score -1880036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1880041.125000 Penalty: 3154.453857
	Iteration 30Q: 3 clusters Score -1880041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1880039.875000 Penalty: 3154.453857
	Iteration 31Q: 3 clusters Score -1880040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1880046.750000 Penalty: 3154.453857
	Iteration 32Q: 3 clusters Score -1880047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1880045.250000 Penalty: 3154.453857
	Iteration 33Q: 3 clusters Score -1880045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1880043.750000 Penalty: 3154.453857
	Iteration 34Q: 3 clusters Score -1880044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1880039.750000 Penalty: 3154.453857
	Iteration 35Q: 3 clusters Score -1880040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1880036.625000 Penalty: 3154.453857
	Iteration 36Q: 3 clusters Score -1880037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1880037.500000 Penalty: 3154.453857
	Iteration 37Q: 3 clusters Score -1880038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1880038.500000 Penalty: 3154.453857
	Iteration 38Q: 3 clusters Score -1880038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1880038.875000 Penalty: 3154.453857
	Iteration 39Q: 3 clusters Score -1880039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1880040.375000 Penalty: 3154.453857
	Iteration 40F: 3 clusters Score -1880040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (88241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88241 members 
Entering Unmasked Estep 
Score: -10116143.000000 Penalty: 1850.521851
	Iteration 0F: 2 clusters Score -1.011614e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -10057335.000000 Penalty: 3701.043701
	Iteration 0F: 3 clusters Score -1.005734e+07 nChanged 42066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -10081898.000000 Penalty: 3701.043701
	Iteration 1F: 3 clusters Score -1.00819e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -10082924.000000 Penalty: 3701.043701
	Iteration 2Q: 3 clusters Score -1.008292e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -10084345.000000 Penalty: 3701.043701
	Iteration 3Q: 3 clusters Score -1.008434e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -10086433.000000 Penalty: 3701.043701
	Iteration 4Q: 3 clusters Score -1.008643e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -10089551.000000 Penalty: 3701.043701
	Iteration 5F: 3 clusters Score -1.008955e+07 nChanged 5472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 56974 members 
Entering Unmasked Estep 
Score: -10093603.000000 Penalty: 3701.043701
	Iteration 6F: 3 clusters Score -1.00936e+07 nChanged 5512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -10097899.000000 Penalty: 3701.043701
	Iteration 7F: 3 clusters Score -1.00979e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 65007 members 
Entering Unmasked Estep 
Score: -10101528.000000 Penalty: 3701.043701
	Iteration 8F: 3 clusters Score -1.010153e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 68154 members 
Entering Unmasked Estep 
Score: -10103964.000000 Penalty: 3701.043701
	Iteration 9Q: 3 clusters Score -1.010396e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 70777 members 
Entering Unmasked Estep 
Score: -10105769.000000 Penalty: 3701.043701
	Iteration 10Q: 3 clusters Score -1.010577e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -10107124.000000 Penalty: 3701.043701
	Iteration 11Q: 3 clusters Score -1.010712e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 75295 members 
Entering Unmasked Estep 
Score: -10108305.000000 Penalty: 3701.043701
	Iteration 12Q: 3 clusters Score -1.01083e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 77244 members 
Entering Unmasked Estep 
Score: -10109318.000000 Penalty: 3701.043701
	Iteration 13Q: 3 clusters Score -1.010932e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -10110474.000000 Penalty: 3701.043701
	Iteration 14Q: 3 clusters Score -1.011047e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 80682 members 
Entering Unmasked Estep 
Score: -10111443.000000 Penalty: 3701.043701
	Iteration 15Q: 3 clusters Score -1.011144e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 82094 members 
Entering Unmasked Estep 
Score: -10112332.000000 Penalty: 3701.043701
	Iteration 16Q: 3 clusters Score -1.011233e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
Score: -10113119.000000 Penalty: 3701.043701
	Iteration 17Q: 3 clusters Score -1.011312e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -10113637.000000 Penalty: 3701.043701
	Iteration 18Q: 3 clusters Score -1.011364e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 84890 members 
Entering Unmasked Estep 
Score: -10114022.000000 Penalty: 3701.043701
	Iteration 19Q: 3 clusters Score -1.011402e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 85435 members 
Entering Unmasked Estep 
Score: -10114315.000000 Penalty: 3701.043701
	Iteration 20F: 3 clusters Score -1.011432e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 85847 members 
Entering Unmasked Estep 
Score: -10114549.000000 Penalty: 3701.043701
	Iteration 21Q: 3 clusters Score -1.011455e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 86140 members 
Entering Unmasked Estep 
Score: -10114615.000000 Penalty: 3701.043701
	Iteration 22Q: 3 clusters Score -1.011462e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -10114719.000000 Penalty: 3701.043701
	Iteration 23Q: 3 clusters Score -1.011472e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 86522 members 
Entering Unmasked Estep 
Score: -10114778.000000 Penalty: 3701.043701
	Iteration 24Q: 3 clusters Score -1.011478e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -10114816.000000 Penalty: 3701.043701
	Iteration 25Q: 3 clusters Score -1.011482e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -10114833.000000 Penalty: 3701.043701
	Iteration 26Q: 3 clusters Score -1.011483e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 86802 members 
Entering Unmasked Estep 
Score: -10114858.000000 Penalty: 3701.043701
	Iteration 27Q: 3 clusters Score -1.011486e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 86863 members 
Entering Unmasked Estep 
Score: -10114888.000000 Penalty: 3701.043701
	Iteration 28Q: 3 clusters Score -1.011489e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -10114906.000000 Penalty: 3701.043701
	Iteration 29Q: 3 clusters Score -1.011491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 86941 members 
Entering Unmasked Estep 
Score: -10114921.000000 Penalty: 3701.043701
	Iteration 30Q: 3 clusters Score -1.011492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -10114922.000000 Penalty: 3701.043701
	Iteration 31Q: 3 clusters Score -1.011492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 86979 members 
Entering Unmasked Estep 
Score: -10114936.000000 Penalty: 3701.043701
	Iteration 32Q: 3 clusters Score -1.011494e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -10114952.000000 Penalty: 3701.043701
	Iteration 33Q: 3 clusters Score -1.011495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 87019 members 
Entering Unmasked Estep 
Score: -10114954.000000 Penalty: 3701.043701
	Iteration 34Q: 3 clusters Score -1.011495e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 87037 members 
Entering Unmasked Estep 
Score: -10114961.000000 Penalty: 3701.043701
	Iteration 35Q: 3 clusters Score -1.011496e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 87060 members 
Entering Unmasked Estep 
Score: -10114972.000000 Penalty: 3701.043701
	Iteration 36Q: 3 clusters Score -1.011497e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 87078 members 
Entering Unmasked Estep 
Score: -10114974.000000 Penalty: 3701.043701
	Iteration 37Q: 3 clusters Score -1.011497e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -10114995.000000 Penalty: 3701.043701
	Iteration 38Q: 3 clusters Score -1.0115e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -10115024.000000 Penalty: 3701.043701
	Iteration 39Q: 3 clusters Score -1.011502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 87159 members 
Entering Unmasked Estep 
Score: -10115054.000000 Penalty: 3701.043701
	Iteration 40F: 3 clusters Score -1.011505e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 87183 members 
Entering Unmasked Estep 
Score: -10115063.000000 Penalty: 3701.043701
	Iteration 41Q: 3 clusters Score -1.011506e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 87200 members 
Entering Unmasked Estep 
Score: -10115091.000000 Penalty: 3701.043701
	Iteration 42Q: 3 clusters Score -1.011509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 87210 members 
Entering Unmasked Estep 
Score: -10115105.000000 Penalty: 3701.043701
	Iteration 43Q: 3 clusters Score -1.01151e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 87222 members 
Entering Unmasked Estep 
Score: -10115108.000000 Penalty: 3701.043701
	Iteration 44Q: 3 clusters Score -1.011511e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 87233 members 
Entering Unmasked Estep 
Score: -10115132.000000 Penalty: 3701.043701
	Iteration 45Q: 3 clusters Score -1.011513e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 87242 members 
Entering Unmasked Estep 
Score: -10115130.000000 Penalty: 3701.043701
	Iteration 46Q: 3 clusters Score -1.011513e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 87249 members 
Entering Unmasked Estep 
Score: -10115142.000000 Penalty: 3701.043701
	Iteration 47Q: 3 clusters Score -1.011514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 87253 members 
Entering Unmasked Estep 
Score: -10115154.000000 Penalty: 3701.043701
	Iteration 48Q: 3 clusters Score -1.011515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 87255 members 
Entering Unmasked Estep 
Score: -10115161.000000 Penalty: 3701.043701
	Iteration 49Q: 3 clusters Score -1.011516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -10115157.000000 Penalty: 3701.043701
	Iteration 50Q: 3 clusters Score -1.011516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 87258 members 
Entering Unmasked Estep 
Score: -10115164.000000 Penalty: 3701.043701
	Iteration 51Q: 3 clusters Score -1.011516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -10115164.000000 Penalty: 3701.043701
	Iteration 52Q: 3 clusters Score -1.011516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 87263 members 
Entering Unmasked Estep 
Score: -10115163.000000 Penalty: 3701.043701
	Iteration 53Q: 3 clusters Score -1.011516e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -10115159.000000 Penalty: 3701.043701
	Iteration 54Q: 3 clusters Score -1.011516e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -10115162.000000 Penalty: 3701.043701
	Iteration 55Q: 3 clusters Score -1.011516e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 87264 members 
Entering Unmasked Estep 
Score: -10115162.000000 Penalty: 3701.043701
	Iteration 56F: 3 clusters Score -1.011516e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Entering Unmasked Estep 
Score: -799069.750000 Penalty: 1438.441772
	Iteration 0F: 2 clusters Score -799069.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -793870.750000 Penalty: 2876.883545
	Iteration 0F: 3 clusters Score -793870.8 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -795526.312500 Penalty: 2876.883545
	Iteration 1F: 3 clusters Score -795526.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -795774.062500 Penalty: 2876.883545
	Iteration 2F: 3 clusters Score -795774.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -795929.875000 Penalty: 2876.883545
	Iteration 3F: 3 clusters Score -795929.9 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -796044.062500 Penalty: 2876.883545
	Iteration 4Q: 3 clusters Score -796044.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -796118.187500 Penalty: 2876.883545
	Iteration 5Q: 3 clusters Score -796118.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -796170.187500 Penalty: 2876.883545
	Iteration 6Q: 3 clusters Score -796170.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -796213.875000 Penalty: 2876.883545
	Iteration 7Q: 3 clusters Score -796213.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -796246.125000 Penalty: 2876.883545
	Iteration 8Q: 3 clusters Score -796246.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -796274.937500 Penalty: 2876.883545
	Iteration 9Q: 3 clusters Score -796274.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -796299.562500 Penalty: 2876.883545
	Iteration 10Q: 3 clusters Score -796299.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -796322.000000 Penalty: 2876.883545
	Iteration 11Q: 3 clusters Score -796322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -796336.125000 Penalty: 2876.883545
	Iteration 12Q: 3 clusters Score -796336.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -796346.375000 Penalty: 2876.883545
	Iteration 13Q: 3 clusters Score -796346.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -796355.875000 Penalty: 2876.883545
	Iteration 14Q: 3 clusters Score -796355.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -796370.937500 Penalty: 2876.883545
	Iteration 15Q: 3 clusters Score -796370.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -796384.125000 Penalty: 2876.883545
	Iteration 16Q: 3 clusters Score -796384.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -796393.937500 Penalty: 2876.883545
	Iteration 17Q: 3 clusters Score -796393.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -796404.687500 Penalty: 2876.883545
	Iteration 18Q: 3 clusters Score -796404.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -796414.750000 Penalty: 2876.883545
	Iteration 19Q: 3 clusters Score -796414.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -796430.062500 Penalty: 2876.883545
	Iteration 20F: 3 clusters Score -796430.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -796451.687500 Penalty: 2876.883545
	Iteration 21Q: 3 clusters Score -796451.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -796477.750000 Penalty: 2876.883545
	Iteration 22Q: 3 clusters Score -796477.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -796511.812500 Penalty: 2876.883545
	Iteration 23Q: 3 clusters Score -796511.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -796566.125000 Penalty: 2876.883545
	Iteration 24Q: 3 clusters Score -796566.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -796629.562500 Penalty: 2876.883545
	Iteration 25Q: 3 clusters Score -796629.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -796713.187500 Penalty: 2876.883545
	Iteration 26Q: 3 clusters Score -796713.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -796800.437500 Penalty: 2876.883545
	Iteration 27Q: 3 clusters Score -796800.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -796900.937500 Penalty: 2876.883545
	Iteration 28Q: 3 clusters Score -796900.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -797003.375000 Penalty: 2876.883545
	Iteration 29Q: 3 clusters Score -797003.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -797107.687500 Penalty: 2876.883545
	Iteration 30Q: 3 clusters Score -797107.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -797213.625000 Penalty: 2876.883545
	Iteration 31Q: 3 clusters Score -797213.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -797317.625000 Penalty: 2876.883545
	Iteration 32Q: 3 clusters Score -797317.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -797403.062500 Penalty: 2876.883545
	Iteration 33Q: 3 clusters Score -797403.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -797467.312500 Penalty: 2876.883545
	Iteration 34Q: 3 clusters Score -797467.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -797518.437500 Penalty: 2876.883545
	Iteration 35Q: 3 clusters Score -797518.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -797561.812500 Penalty: 2876.883545
	Iteration 36Q: 3 clusters Score -797561.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -797597.000000 Penalty: 2876.883545
	Iteration 37Q: 3 clusters Score -797597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -797617.000000 Penalty: 2876.883545
	Iteration 38Q: 3 clusters Score -797617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -797644.687500 Penalty: 2876.883545
	Iteration 39Q: 3 clusters Score -797644.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -797665.062500 Penalty: 2876.883545
	Iteration 40F: 3 clusters Score -797665.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -797683.562500 Penalty: 2876.883545
	Iteration 41Q: 3 clusters Score -797683.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -797704.187500 Penalty: 2876.883545
	Iteration 42Q: 3 clusters Score -797704.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -797717.875000 Penalty: 2876.883545
	Iteration 43Q: 3 clusters Score -797717.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -797727.062500 Penalty: 2876.883545
	Iteration 44Q: 3 clusters Score -797727.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -797734.937500 Penalty: 2876.883545
	Iteration 45Q: 3 clusters Score -797734.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -797738.500000 Penalty: 2876.883545
	Iteration 46Q: 3 clusters Score -797738.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -797744.250000 Penalty: 2876.883545
	Iteration 47Q: 3 clusters Score -797744.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -797748.750000 Penalty: 2876.883545
	Iteration 48Q: 3 clusters Score -797748.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -797754.875000 Penalty: 2876.883545
	Iteration 49Q: 3 clusters Score -797754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -797760.312500 Penalty: 2876.883545
	Iteration 50Q: 3 clusters Score -797760.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -797766.812500 Penalty: 2876.883545
	Iteration 51Q: 3 clusters Score -797766.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -797770.375000 Penalty: 2876.883545
	Iteration 52Q: 3 clusters Score -797770.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -797776.375000 Penalty: 2876.883545
	Iteration 53Q: 3 clusters Score -797776.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -797784.375000 Penalty: 2876.883545
	Iteration 54Q: 3 clusters Score -797784.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -797791.375000 Penalty: 2876.883545
	Iteration 55Q: 3 clusters Score -797791.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -797799.812500 Penalty: 2876.883545
	Iteration 56Q: 3 clusters Score -797799.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -797804.437500 Penalty: 2876.883545
	Iteration 57Q: 3 clusters Score -797804.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -797807.812500 Penalty: 2876.883545
	Iteration 58Q: 3 clusters Score -797807.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -797809.812500 Penalty: 2876.883545
	Iteration 59Q: 3 clusters Score -797809.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -797810.875000 Penalty: 2876.883545
	Iteration 60F: 3 clusters Score -797810.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -797812.625000 Penalty: 2876.883545
	Iteration 61Q: 3 clusters Score -797812.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -797813.312500 Penalty: 2876.883545
	Iteration 62Q: 3 clusters Score -797813.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -797814.125000 Penalty: 2876.883545
	Iteration 63Q: 3 clusters Score -797814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -797814.125000 Penalty: 2876.883545
	Iteration 64F: 3 clusters Score -797814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Entering Unmasked Estep 
Score: -5094993.000000 Penalty: 1736.173096
	Iteration 0F: 2 clusters Score -5094993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -5065826.000000 Penalty: 3472.346191
	Iteration 0F: 3 clusters Score -5065826 nChanged 20462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -5077475.500000 Penalty: 3472.346191
	Iteration 1F: 3 clusters Score -5077476 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5078274.500000 Penalty: 3472.346191
	Iteration 2Q: 3 clusters Score -5078274 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -5079375.500000 Penalty: 3472.346191
	Iteration 3F: 3 clusters Score -5079376 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -5080999.000000 Penalty: 3472.346191
	Iteration 4F: 3 clusters Score -5080999 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5083093.000000 Penalty: 3472.346191
	Iteration 5F: 3 clusters Score -5083093 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -5085520.000000 Penalty: 3472.346191
	Iteration 6F: 3 clusters Score -5085520 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -5087903.500000 Penalty: 3472.346191
	Iteration 7F: 3 clusters Score -5087904 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -5089776.000000 Penalty: 3472.346191
	Iteration 8F: 3 clusters Score -5089776 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -5091077.000000 Penalty: 3472.346191
	Iteration 9Q: 3 clusters Score -5091077 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36827 members 
Entering Unmasked Estep 
Score: -5091938.500000 Penalty: 3472.346191
	Iteration 10Q: 3 clusters Score -5091938 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -5092406.000000 Penalty: 3472.346191
	Iteration 11Q: 3 clusters Score -5092406 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -5092705.500000 Penalty: 3472.346191
	Iteration 12Q: 3 clusters Score -5092706 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -5092906.000000 Penalty: 3472.346191
	Iteration 13Q: 3 clusters Score -5092906 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 38766 members 
Entering Unmasked Estep 
Score: -5093046.500000 Penalty: 3472.346191
	Iteration 14Q: 3 clusters Score -5093046 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -5093148.500000 Penalty: 3472.346191
	Iteration 15Q: 3 clusters Score -5093148 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5093258.500000 Penalty: 3472.346191
	Iteration 16Q: 3 clusters Score -5093258 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -5093325.500000 Penalty: 3472.346191
	Iteration 17Q: 3 clusters Score -5093326 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -5093417.000000 Penalty: 3472.346191
	Iteration 18Q: 3 clusters Score -5093417 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -5093487.500000 Penalty: 3472.346191
	Iteration 19Q: 3 clusters Score -5093488 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5093520.000000 Penalty: 3472.346191
	Iteration 20F: 3 clusters Score -5093520 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -5093553.000000 Penalty: 3472.346191
	Iteration 21Q: 3 clusters Score -5093553 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -5093577.500000 Penalty: 3472.346191
	Iteration 22Q: 3 clusters Score -5093578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5093611.500000 Penalty: 3472.346191
	Iteration 23Q: 3 clusters Score -5093612 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -5093644.000000 Penalty: 3472.346191
	Iteration 24Q: 3 clusters Score -5093644 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 40822 members 
Entering Unmasked Estep 
Score: -5093652.000000 Penalty: 3472.346191
	Iteration 25Q: 3 clusters Score -5093652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -5093666.000000 Penalty: 3472.346191
	Iteration 26Q: 3 clusters Score -5093666 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -5093683.000000 Penalty: 3472.346191
	Iteration 27Q: 3 clusters Score -5093683 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -5093706.000000 Penalty: 3472.346191
	Iteration 28Q: 3 clusters Score -5093706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -5093723.500000 Penalty: 3472.346191
	Iteration 29Q: 3 clusters Score -5093724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -5093736.000000 Penalty: 3472.346191
	Iteration 30Q: 3 clusters Score -5093736 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -5093749.000000 Penalty: 3472.346191
	Iteration 31Q: 3 clusters Score -5093749 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -5093773.000000 Penalty: 3472.346191
	Iteration 32Q: 3 clusters Score -5093773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -5093786.000000 Penalty: 3472.346191
	Iteration 33Q: 3 clusters Score -5093786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 41366 members 
Entering Unmasked Estep 
Score: -5093794.000000 Penalty: 3472.346191
	Iteration 34Q: 3 clusters Score -5093794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -5093809.000000 Penalty: 3472.346191
	Iteration 35Q: 3 clusters Score -5093809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -5093813.500000 Penalty: 3472.346191
	Iteration 36Q: 3 clusters Score -5093814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -5093806.500000 Penalty: 3472.346191
	Iteration 37Q: 3 clusters Score -5093806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -5093815.000000 Penalty: 3472.346191
	Iteration 38Q: 3 clusters Score -5093815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -5093817.000000 Penalty: 3472.346191
	Iteration 39Q: 3 clusters Score -5093817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -5093819.500000 Penalty: 3472.346191
	Iteration 40F: 3 clusters Score -5093820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -5093820.500000 Penalty: 3472.346191
	Iteration 41Q: 3 clusters Score -5093820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -5093814.500000 Penalty: 3472.346191
	Iteration 42Q: 3 clusters Score -5093814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -5093822.500000 Penalty: 3472.346191
	Iteration 43Q: 3 clusters Score -5093822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5093831.500000 Penalty: 3472.346191
	Iteration 44Q: 3 clusters Score -5093832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -5093831.000000 Penalty: 3472.346191
	Iteration 45Q: 3 clusters Score -5093831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -5093841.500000 Penalty: 3472.346191
	Iteration 46Q: 3 clusters Score -5093842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -5093848.000000 Penalty: 3472.346191
	Iteration 47Q: 3 clusters Score -5093848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -5093841.000000 Penalty: 3472.346191
	Iteration 48Q: 3 clusters Score -5093841 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -5093852.500000 Penalty: 3472.346191
	Iteration 49Q: 3 clusters Score -5093852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41759 members 
Entering Unmasked Estep 
Score: -5093853.500000 Penalty: 3472.346191
	Iteration 50Q: 3 clusters Score -5093854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -5093848.500000 Penalty: 3472.346191
	Iteration 51Q: 3 clusters Score -5093848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -5093856.500000 Penalty: 3472.346191
	Iteration 52Q: 3 clusters Score -5093856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -5093866.000000 Penalty: 3472.346191
	Iteration 53Q: 3 clusters Score -5093866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -5093870.500000 Penalty: 3472.346191
	Iteration 54Q: 3 clusters Score -5093870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 41803 members 
Entering Unmasked Estep 
Score: -5093869.500000 Penalty: 3472.346191
	Iteration 55Q: 3 clusters Score -5093870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -5093872.500000 Penalty: 3472.346191
	Iteration 56Q: 3 clusters Score -5093872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -5093878.000000 Penalty: 3472.346191
	Iteration 57Q: 3 clusters Score -5093878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -5093876.000000 Penalty: 3472.346191
	Iteration 58Q: 3 clusters Score -5093876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -5093871.000000 Penalty: 3472.346191
	Iteration 59Q: 3 clusters Score -5093871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5093874.000000 Penalty: 3472.346191
	Iteration 60F: 3 clusters Score -5093874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -5093871.500000 Penalty: 3472.346191
	Iteration 61Q: 3 clusters Score -5093872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5093870.500000 Penalty: 3472.346191
	Iteration 62Q: 3 clusters Score -5093870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -5093866.500000 Penalty: 3472.346191
	Iteration 63Q: 3 clusters Score -5093866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -5093867.000000 Penalty: 3472.346191
	Iteration 64Q: 3 clusters Score -5093867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -5093868.500000 Penalty: 3472.346191
	Iteration 65Q: 3 clusters Score -5093868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -5093870.500000 Penalty: 3472.346191
	Iteration 66Q: 3 clusters Score -5093870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5093869.500000 Penalty: 3472.346191
	Iteration 67Q: 3 clusters Score -5093870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5093868.000000 Penalty: 3472.346191
	Iteration 68Q: 3 clusters Score -5093868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5093869.000000 Penalty: 3472.346191
	Iteration 69Q: 3 clusters Score -5093869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -5093869.000000 Penalty: 3472.346191
	Iteration 70F: 3 clusters Score -5093869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -181320.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -181320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -179469.375000 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -179469.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -179881.734375 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -179881.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -180040.718750 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -180040.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -180155.875000 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -180155.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -180225.687500 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -180225.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -180289.968750 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -180290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -180362.578125 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -180362.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -180432.609375 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -180432.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -180485.328125 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -180485.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -180515.031250 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -180515 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -180545.015625 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -180545 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -180566.703125 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -180566.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -180575.578125 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -180575.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -180585.546875 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -180585.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -180589.625000 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -180589.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -180592.921875 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -180592.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -180595.406250 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -180595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -180599.343750 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -180599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -180601.953125 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -180602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -180602.343750 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -180602.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -180602.343750 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -180602.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -308073.031250 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -308073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -305560.250000 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -305560.2 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -306129.625000 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -306129.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -306267.187500 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -306267.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -306347.281250 Penalty: 2566.742188
	Iteration 3F: 3 clusters Score -306347.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -306397.500000 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -306397.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -306432.500000 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -306432.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -306458.281250 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -306458.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -306486.875000 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -306486.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -306510.062500 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -306510.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -306533.562500 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -306533.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -306562.875000 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -306562.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -306581.562500 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -306581.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -306597.437500 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -306597.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -306615.687500 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -306615.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -306636.250000 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -306636.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -306659.218750 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -306659.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -306685.781250 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -306685.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -306707.812500 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -306707.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -306739.531250 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -306739.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -306770.812500 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -306770.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -306796.781250 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -306796.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -306815.062500 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -306815.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -306840.062500 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -306840.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -306866.593750 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -306866.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -306892.156250 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -306892.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -306914.312500 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -306914.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -306931.625000 Penalty: 2566.742188
	Iteration 26Q: 3 clusters Score -306931.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -306945.250000 Penalty: 2566.742188
	Iteration 27Q: 3 clusters Score -306945.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -306956.218750 Penalty: 2566.742188
	Iteration 28Q: 3 clusters Score -306956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -306965.031250 Penalty: 2566.742188
	Iteration 29Q: 3 clusters Score -306965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -306971.250000 Penalty: 2566.742188
	Iteration 30Q: 3 clusters Score -306971.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -306974.718750 Penalty: 2566.742188
	Iteration 31Q: 3 clusters Score -306974.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -306981.968750 Penalty: 2566.742188
	Iteration 32Q: 3 clusters Score -306982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -306991.500000 Penalty: 2566.742188
	Iteration 33Q: 3 clusters Score -306991.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -306996.875000 Penalty: 2566.742188
	Iteration 34Q: 3 clusters Score -306996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -306999.843750 Penalty: 2566.742188
	Iteration 35Q: 3 clusters Score -306999.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -307002.843750 Penalty: 2566.742188
	Iteration 36Q: 3 clusters Score -307002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -307003.031250 Penalty: 2566.742188
	Iteration 37Q: 3 clusters Score -307003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -307004.406250 Penalty: 2566.742188
	Iteration 38Q: 3 clusters Score -307004.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -307005.000000 Penalty: 2566.742188
	Iteration 39Q: 3 clusters Score -307005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -307006.312500 Penalty: 2566.742188
	Iteration 40F: 3 clusters Score -307006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -307007.718750 Penalty: 2566.742188
	Iteration 41Q: 3 clusters Score -307007.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -307009.375000 Penalty: 2566.742188
	Iteration 42Q: 3 clusters Score -307009.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -307011.125000 Penalty: 2566.742188
	Iteration 43Q: 3 clusters Score -307011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -307014.093750 Penalty: 2566.742188
	Iteration 44Q: 3 clusters Score -307014.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -307017.062500 Penalty: 2566.742188
	Iteration 45Q: 3 clusters Score -307017.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -307018.875000 Penalty: 2566.742188
	Iteration 46Q: 3 clusters Score -307018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -307019.218750 Penalty: 2566.742188
	Iteration 47Q: 3 clusters Score -307019.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -307019.218750 Penalty: 2566.742188
	Iteration 48F: 3 clusters Score -307019.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Entering Unmasked Estep 
Score: -623562.312500 Penalty: 1401.557739
	Iteration 0F: 2 clusters Score -623562.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -619163.562500 Penalty: 2803.115479
	Iteration 0F: 3 clusters Score -619163.6 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -620389.500000 Penalty: 2803.115479
	Iteration 1F: 3 clusters Score -620389.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -620613.000000 Penalty: 2803.115479
	Iteration 2F: 3 clusters Score -620613 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -620803.062500 Penalty: 2803.115479
	Iteration 3F: 3 clusters Score -620803.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -620936.437500 Penalty: 2803.115479
	Iteration 4Q: 3 clusters Score -620936.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -621025.750000 Penalty: 2803.115479
	Iteration 5Q: 3 clusters Score -621025.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -621095.937500 Penalty: 2803.115479
	Iteration 6Q: 3 clusters Score -621095.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -621152.687500 Penalty: 2803.115479
	Iteration 7Q: 3 clusters Score -621152.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -621215.812500 Penalty: 2803.115479
	Iteration 8Q: 3 clusters Score -621215.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -621277.562500 Penalty: 2803.115479
	Iteration 9Q: 3 clusters Score -621277.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -621332.187500 Penalty: 2803.115479
	Iteration 10Q: 3 clusters Score -621332.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -621375.062500 Penalty: 2803.115479
	Iteration 11Q: 3 clusters Score -621375.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -621409.125000 Penalty: 2803.115479
	Iteration 12Q: 3 clusters Score -621409.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -621433.437500 Penalty: 2803.115479
	Iteration 13Q: 3 clusters Score -621433.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -621452.562500 Penalty: 2803.115479
	Iteration 14Q: 3 clusters Score -621452.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -621464.312500 Penalty: 2803.115479
	Iteration 15Q: 3 clusters Score -621464.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -621475.000000 Penalty: 2803.115479
	Iteration 16Q: 3 clusters Score -621475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -621483.125000 Penalty: 2803.115479
	Iteration 17Q: 3 clusters Score -621483.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -621492.125000 Penalty: 2803.115479
	Iteration 18Q: 3 clusters Score -621492.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -621501.625000 Penalty: 2803.115479
	Iteration 19Q: 3 clusters Score -621501.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -621517.250000 Penalty: 2803.115479
	Iteration 20F: 3 clusters Score -621517.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -621531.562500 Penalty: 2803.115479
	Iteration 21Q: 3 clusters Score -621531.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -621540.187500 Penalty: 2803.115479
	Iteration 22Q: 3 clusters Score -621540.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -621553.687500 Penalty: 2803.115479
	Iteration 23Q: 3 clusters Score -621553.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -621573.500000 Penalty: 2803.115479
	Iteration 24Q: 3 clusters Score -621573.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -621593.687500 Penalty: 2803.115479
	Iteration 25Q: 3 clusters Score -621593.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -621627.937500 Penalty: 2803.115479
	Iteration 26Q: 3 clusters Score -621627.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -621677.125000 Penalty: 2803.115479
	Iteration 27Q: 3 clusters Score -621677.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -621718.687500 Penalty: 2803.115479
	Iteration 28Q: 3 clusters Score -621718.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -621752.437500 Penalty: 2803.115479
	Iteration 29Q: 3 clusters Score -621752.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -621789.125000 Penalty: 2803.115479
	Iteration 30Q: 3 clusters Score -621789.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -621832.562500 Penalty: 2803.115479
	Iteration 31Q: 3 clusters Score -621832.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -621867.375000 Penalty: 2803.115479
	Iteration 32Q: 3 clusters Score -621867.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -621901.437500 Penalty: 2803.115479
	Iteration 33Q: 3 clusters Score -621901.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -621933.062500 Penalty: 2803.115479
	Iteration 34Q: 3 clusters Score -621933.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -621963.875000 Penalty: 2803.115479
	Iteration 35Q: 3 clusters Score -621963.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -622001.375000 Penalty: 2803.115479
	Iteration 36Q: 3 clusters Score -622001.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -622042.750000 Penalty: 2803.115479
	Iteration 37Q: 3 clusters Score -622042.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -622084.125000 Penalty: 2803.115479
	Iteration 38Q: 3 clusters Score -622084.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -622120.687500 Penalty: 2803.115479
	Iteration 39Q: 3 clusters Score -622120.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -622159.937500 Penalty: 2803.115479
	Iteration 40F: 3 clusters Score -622159.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -622192.562500 Penalty: 2803.115479
	Iteration 41Q: 3 clusters Score -622192.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -622220.125000 Penalty: 2803.115479
	Iteration 42Q: 3 clusters Score -622220.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -622239.125000 Penalty: 2803.115479
	Iteration 43Q: 3 clusters Score -622239.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -622257.937500 Penalty: 2803.115479
	Iteration 44Q: 3 clusters Score -622257.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -622271.500000 Penalty: 2803.115479
	Iteration 45Q: 3 clusters Score -622271.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -622283.437500 Penalty: 2803.115479
	Iteration 46Q: 3 clusters Score -622283.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -622292.500000 Penalty: 2803.115479
	Iteration 47Q: 3 clusters Score -622292.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -622299.750000 Penalty: 2803.115479
	Iteration 48Q: 3 clusters Score -622299.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -622305.375000 Penalty: 2803.115479
	Iteration 49Q: 3 clusters Score -622305.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -622313.500000 Penalty: 2803.115479
	Iteration 50Q: 3 clusters Score -622313.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -622317.500000 Penalty: 2803.115479
	Iteration 51Q: 3 clusters Score -622317.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -622322.812500 Penalty: 2803.115479
	Iteration 52Q: 3 clusters Score -622322.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -622329.625000 Penalty: 2803.115479
	Iteration 53Q: 3 clusters Score -622329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -622335.062500 Penalty: 2803.115479
	Iteration 54Q: 3 clusters Score -622335.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -622347.625000 Penalty: 2803.115479
	Iteration 55Q: 3 clusters Score -622347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -622357.375000 Penalty: 2803.115479
	Iteration 56Q: 3 clusters Score -622357.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -622365.562500 Penalty: 2803.115479
	Iteration 57Q: 3 clusters Score -622365.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -622373.062500 Penalty: 2803.115479
	Iteration 58Q: 3 clusters Score -622373.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -622378.500000 Penalty: 2803.115479
	Iteration 59Q: 3 clusters Score -622378.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -622383.687500 Penalty: 2803.115479
	Iteration 60F: 3 clusters Score -622383.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -622392.750000 Penalty: 2803.115479
	Iteration 61Q: 3 clusters Score -622392.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -622398.500000 Penalty: 2803.115479
	Iteration 62Q: 3 clusters Score -622398.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -622404.875000 Penalty: 2803.115479
	Iteration 63Q: 3 clusters Score -622404.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -622407.687500 Penalty: 2803.115479
	Iteration 64Q: 3 clusters Score -622407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -622410.687500 Penalty: 2803.115479
	Iteration 65Q: 3 clusters Score -622410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -622412.062500 Penalty: 2803.115479
	Iteration 66Q: 3 clusters Score -622412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -622414.187500 Penalty: 2803.115479
	Iteration 67Q: 3 clusters Score -622414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -622413.562500 Penalty: 2803.115479
	Iteration 68Q: 3 clusters Score -622413.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -622416.437500 Penalty: 2803.115479
	Iteration 69Q: 3 clusters Score -622416.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -622417.812500 Penalty: 2803.115479
	Iteration 70Q: 3 clusters Score -622417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -622418.000000 Penalty: 2803.115479
	Iteration 71Q: 3 clusters Score -622418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -622417.937500 Penalty: 2803.115479
	Iteration 72Q: 3 clusters Score -622417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -622420.250000 Penalty: 2803.115479
	Iteration 73Q: 3 clusters Score -622420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -622420.937500 Penalty: 2803.115479
	Iteration 74Q: 3 clusters Score -622420.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -622421.625000 Penalty: 2803.115479
	Iteration 75Q: 3 clusters Score -622421.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -622421.437500 Penalty: 2803.115479
	Iteration 76Q: 3 clusters Score -622421.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -622421.125000 Penalty: 2803.115479
	Iteration 77Q: 3 clusters Score -622421.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -622421.125000 Penalty: 2803.115479
	Iteration 78F: 3 clusters Score -622421.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Entering Unmasked Estep 
Score: -2958457.000000 Penalty: 1649.799194
	Iteration 0F: 2 clusters Score -2958457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2941217.000000 Penalty: 3299.598389
	Iteration 0F: 3 clusters Score -2941217 nChanged 11594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2947743.500000 Penalty: 3299.598389
	Iteration 1F: 3 clusters Score -2947744 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2948268.500000 Penalty: 3299.598389
	Iteration 2F: 3 clusters Score -2948268 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2948884.250000 Penalty: 3299.598389
	Iteration 3F: 3 clusters Score -2948884 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2949747.000000 Penalty: 3299.598389
	Iteration 4F: 3 clusters Score -2949747 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -2950867.500000 Penalty: 3299.598389
	Iteration 5F: 3 clusters Score -2950868 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2952221.250000 Penalty: 3299.598389
	Iteration 6F: 3 clusters Score -2952221 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2953691.500000 Penalty: 3299.598389
	Iteration 7F: 3 clusters Score -2953692 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -2954971.000000 Penalty: 3299.598389
	Iteration 8F: 3 clusters Score -2954971 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -2955853.250000 Penalty: 3299.598389
	Iteration 9Q: 3 clusters Score -2955853 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -2956443.750000 Penalty: 3299.598389
	Iteration 10Q: 3 clusters Score -2956444 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -2956726.250000 Penalty: 3299.598389
	Iteration 11Q: 3 clusters Score -2956726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -2956836.500000 Penalty: 3299.598389
	Iteration 12Q: 3 clusters Score -2956836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -2956886.250000 Penalty: 3299.598389
	Iteration 13Q: 3 clusters Score -2956886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -2956930.500000 Penalty: 3299.598389
	Iteration 14Q: 3 clusters Score -2956930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2956964.000000 Penalty: 3299.598389
	Iteration 15Q: 3 clusters Score -2956964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -2956983.250000 Penalty: 3299.598389
	Iteration 16Q: 3 clusters Score -2956983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -2956987.750000 Penalty: 3299.598389
	Iteration 17Q: 3 clusters Score -2956988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2956993.750000 Penalty: 3299.598389
	Iteration 18Q: 3 clusters Score -2956994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -2956998.000000 Penalty: 3299.598389
	Iteration 19Q: 3 clusters Score -2956998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -2957007.000000 Penalty: 3299.598389
	Iteration 20F: 3 clusters Score -2957007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -2957008.000000 Penalty: 3299.598389
	Iteration 21Q: 3 clusters Score -2957008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2957009.750000 Penalty: 3299.598389
	Iteration 22Q: 3 clusters Score -2957010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -2957009.750000 Penalty: 3299.598389
	Iteration 23F: 3 clusters Score -2957010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Entering Unmasked Estep 
Score: -414936.593750 Penalty: 1353.216187
	Iteration 0F: 2 clusters Score -414936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -411561.125000 Penalty: 2706.432373
	Iteration 0F: 3 clusters Score -411561.1 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -412869.156250 Penalty: 2706.432373
	Iteration 1F: 3 clusters Score -412869.2 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -413219.218750 Penalty: 2706.432373
	Iteration 2F: 3 clusters Score -413219.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -413425.218750 Penalty: 2706.432373
	Iteration 3F: 3 clusters Score -413425.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -413576.562500 Penalty: 2706.432373
	Iteration 4F: 3 clusters Score -413576.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -413692.718750 Penalty: 2706.432373
	Iteration 5Q: 3 clusters Score -413692.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -413795.781250 Penalty: 2706.432373
	Iteration 6Q: 3 clusters Score -413795.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -413868.875000 Penalty: 2706.432373
	Iteration 7Q: 3 clusters Score -413868.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -413925.093750 Penalty: 2706.432373
	Iteration 8Q: 3 clusters Score -413925.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -413974.343750 Penalty: 2706.432373
	Iteration 9Q: 3 clusters Score -413974.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -414014.156250 Penalty: 2706.432373
	Iteration 10Q: 3 clusters Score -414014.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -414044.281250 Penalty: 2706.432373
	Iteration 11Q: 3 clusters Score -414044.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -414079.781250 Penalty: 2706.432373
	Iteration 12Q: 3 clusters Score -414079.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -414119.843750 Penalty: 2706.432373
	Iteration 13Q: 3 clusters Score -414119.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -414156.281250 Penalty: 2706.432373
	Iteration 14Q: 3 clusters Score -414156.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -414186.437500 Penalty: 2706.432373
	Iteration 15Q: 3 clusters Score -414186.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -414211.875000 Penalty: 2706.432373
	Iteration 16Q: 3 clusters Score -414211.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -414236.468750 Penalty: 2706.432373
	Iteration 17Q: 3 clusters Score -414236.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -414262.125000 Penalty: 2706.432373
	Iteration 18Q: 3 clusters Score -414262.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -414287.000000 Penalty: 2706.432373
	Iteration 19Q: 3 clusters Score -414287 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -414307.468750 Penalty: 2706.432373
	Iteration 20F: 3 clusters Score -414307.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -414325.218750 Penalty: 2706.432373
	Iteration 21Q: 3 clusters Score -414325.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -414344.531250 Penalty: 2706.432373
	Iteration 22Q: 3 clusters Score -414344.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -414360.062500 Penalty: 2706.432373
	Iteration 23Q: 3 clusters Score -414360.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -414371.125000 Penalty: 2706.432373
	Iteration 24Q: 3 clusters Score -414371.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -414381.781250 Penalty: 2706.432373
	Iteration 25Q: 3 clusters Score -414381.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -414399.687500 Penalty: 2706.432373
	Iteration 26Q: 3 clusters Score -414399.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -414412.468750 Penalty: 2706.432373
	Iteration 27Q: 3 clusters Score -414412.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -414424.781250 Penalty: 2706.432373
	Iteration 28Q: 3 clusters Score -414424.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -414435.531250 Penalty: 2706.432373
	Iteration 29Q: 3 clusters Score -414435.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -414441.531250 Penalty: 2706.432373
	Iteration 30Q: 3 clusters Score -414441.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -414448.656250 Penalty: 2706.432373
	Iteration 31Q: 3 clusters Score -414448.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -414451.531250 Penalty: 2706.432373
	Iteration 32Q: 3 clusters Score -414451.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -414456.062500 Penalty: 2706.432373
	Iteration 33Q: 3 clusters Score -414456.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -414460.062500 Penalty: 2706.432373
	Iteration 34Q: 3 clusters Score -414460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -414461.718750 Penalty: 2706.432373
	Iteration 35Q: 3 clusters Score -414461.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -414464.500000 Penalty: 2706.432373
	Iteration 36Q: 3 clusters Score -414464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -414466.218750 Penalty: 2706.432373
	Iteration 37Q: 3 clusters Score -414466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -414466.031250 Penalty: 2706.432373
	Iteration 38Q: 3 clusters Score -414466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -414465.968750 Penalty: 2706.432373
	Iteration 39Q: 3 clusters Score -414466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -414466.750000 Penalty: 2706.432373
	Iteration 40F: 3 clusters Score -414466.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -414466.468750 Penalty: 2706.432373
	Iteration 41Q: 3 clusters Score -414466.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -414466.468750 Penalty: 2706.432373
	Iteration 42F: 3 clusters Score -414466.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -36656.753906 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -36656.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35649.187500 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -35649.19 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35956.488281 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -35956.49 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36118.816406 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -36118.82 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -36205.531250 Penalty: 2057.738037
	Iteration 3F: 3 clusters Score -36205.53 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -36301.109375 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -36301.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36409.589844 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -36409.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -36438.757812 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -36438.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -36451.777344 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -36451.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -36458.273438 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -36458.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -36460.332031 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -36460.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36463.835938 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -36463.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -36465.976562 Penalty: 2057.738037
	Iteration 11Q: 3 clusters Score -36465.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -36467.488281 Penalty: 2057.738037
	Iteration 12Q: 3 clusters Score -36467.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -36473.117188 Penalty: 2057.738037
	Iteration 13Q: 3 clusters Score -36473.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36476.457031 Penalty: 2057.738037
	Iteration 14Q: 3 clusters Score -36476.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -36476.457031 Penalty: 2057.738037
	Iteration 15F: 3 clusters Score -36476.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Entering Unmasked Estep 
Score: -486493.375000 Penalty: 1359.081055
	Iteration 0F: 2 clusters Score -486493.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -482901.750000 Penalty: 2718.162109
	Iteration 0F: 3 clusters Score -482901.8 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -483822.093750 Penalty: 2718.162109
	Iteration 1F: 3 clusters Score -483822.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -483978.875000 Penalty: 2718.162109
	Iteration 2F: 3 clusters Score -483978.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -484087.781250 Penalty: 2718.162109
	Iteration 3Q: 3 clusters Score -484087.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -484204.312500 Penalty: 2718.162109
	Iteration 4Q: 3 clusters Score -484204.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -484344.406250 Penalty: 2718.162109
	Iteration 5Q: 3 clusters Score -484344.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -484515.750000 Penalty: 2718.162109
	Iteration 6F: 3 clusters Score -484515.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -484679.687500 Penalty: 2718.162109
	Iteration 7F: 3 clusters Score -484679.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -484847.093750 Penalty: 2718.162109
	Iteration 8F: 3 clusters Score -484847.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -485011.000000 Penalty: 2718.162109
	Iteration 9Q: 3 clusters Score -485011 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -485176.812500 Penalty: 2718.162109
	Iteration 10Q: 3 clusters Score -485176.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -485330.406250 Penalty: 2718.162109
	Iteration 11Q: 3 clusters Score -485330.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -485411.156250 Penalty: 2718.162109
	Iteration 12Q: 3 clusters Score -485411.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -485457.156250 Penalty: 2718.162109
	Iteration 13Q: 3 clusters Score -485457.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -485491.750000 Penalty: 2718.162109
	Iteration 14Q: 3 clusters Score -485491.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -485527.500000 Penalty: 2718.162109
	Iteration 15Q: 3 clusters Score -485527.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -485548.812500 Penalty: 2718.162109
	Iteration 16Q: 3 clusters Score -485548.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -485567.531250 Penalty: 2718.162109
	Iteration 17Q: 3 clusters Score -485567.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -485586.125000 Penalty: 2718.162109
	Iteration 18Q: 3 clusters Score -485586.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -485596.781250 Penalty: 2718.162109
	Iteration 19Q: 3 clusters Score -485596.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -485607.031250 Penalty: 2718.162109
	Iteration 20F: 3 clusters Score -485607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -485613.968750 Penalty: 2718.162109
	Iteration 21Q: 3 clusters Score -485614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -485620.531250 Penalty: 2718.162109
	Iteration 22Q: 3 clusters Score -485620.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -485625.531250 Penalty: 2718.162109
	Iteration 23Q: 3 clusters Score -485625.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -485629.468750 Penalty: 2718.162109
	Iteration 24Q: 3 clusters Score -485629.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -485633.656250 Penalty: 2718.162109
	Iteration 25Q: 3 clusters Score -485633.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -485637.906250 Penalty: 2718.162109
	Iteration 26Q: 3 clusters Score -485637.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -485640.375000 Penalty: 2718.162109
	Iteration 27Q: 3 clusters Score -485640.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -485642.906250 Penalty: 2718.162109
	Iteration 28Q: 3 clusters Score -485642.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -485645.468750 Penalty: 2718.162109
	Iteration 29Q: 3 clusters Score -485645.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -485649.125000 Penalty: 2718.162109
	Iteration 30Q: 3 clusters Score -485649.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -485651.937500 Penalty: 2718.162109
	Iteration 31Q: 3 clusters Score -485651.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -485654.531250 Penalty: 2718.162109
	Iteration 32Q: 3 clusters Score -485654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -485656.062500 Penalty: 2718.162109
	Iteration 33Q: 3 clusters Score -485656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -485657.343750 Penalty: 2718.162109
	Iteration 34Q: 3 clusters Score -485657.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -485659.687500 Penalty: 2718.162109
	Iteration 35Q: 3 clusters Score -485659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -485661.937500 Penalty: 2718.162109
	Iteration 36Q: 3 clusters Score -485661.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -485665.843750 Penalty: 2718.162109
	Iteration 37Q: 3 clusters Score -485665.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -485668.281250 Penalty: 2718.162109
	Iteration 38Q: 3 clusters Score -485668.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -485672.562500 Penalty: 2718.162109
	Iteration 39Q: 3 clusters Score -485672.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -485676.343750 Penalty: 2718.162109
	Iteration 40F: 3 clusters Score -485676.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -485679.781250 Penalty: 2718.162109
	Iteration 41Q: 3 clusters Score -485679.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -485686.718750 Penalty: 2718.162109
	Iteration 42Q: 3 clusters Score -485686.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -485702.156250 Penalty: 2718.162109
	Iteration 43Q: 3 clusters Score -485702.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -485712.593750 Penalty: 2718.162109
	Iteration 44Q: 3 clusters Score -485712.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -485722.156250 Penalty: 2718.162109
	Iteration 45Q: 3 clusters Score -485722.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -485726.812500 Penalty: 2718.162109
	Iteration 46Q: 3 clusters Score -485726.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -485731.843750 Penalty: 2718.162109
	Iteration 47Q: 3 clusters Score -485731.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -485736.375000 Penalty: 2718.162109
	Iteration 48Q: 3 clusters Score -485736.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -485740.187500 Penalty: 2718.162109
	Iteration 49Q: 3 clusters Score -485740.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -485743.781250 Penalty: 2718.162109
	Iteration 50Q: 3 clusters Score -485743.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -485744.687500 Penalty: 2718.162109
	Iteration 51Q: 3 clusters Score -485744.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -485747.000000 Penalty: 2718.162109
	Iteration 52Q: 3 clusters Score -485747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -485746.750000 Penalty: 2718.162109
	Iteration 53Q: 3 clusters Score -485746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -485747.406250 Penalty: 2718.162109
	Iteration 54Q: 3 clusters Score -485747.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -485749.000000 Penalty: 2718.162109
	Iteration 55Q: 3 clusters Score -485749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -485749.093750 Penalty: 2718.162109
	Iteration 56Q: 3 clusters Score -485749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -485749.781250 Penalty: 2718.162109
	Iteration 57Q: 3 clusters Score -485749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -485749.781250 Penalty: 2718.162109
	Iteration 58F: 3 clusters Score -485749.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Entering Unmasked Estep 
Score: -745045.312500 Penalty: 1430.873413
	Iteration 0F: 2 clusters Score -745045.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -740015.625000 Penalty: 2861.746826
	Iteration 0F: 3 clusters Score -740015.6 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -741481.875000 Penalty: 2861.746826
	Iteration 1F: 3 clusters Score -741481.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -741890.687500 Penalty: 2861.746826
	Iteration 2F: 3 clusters Score -741890.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -742306.750000 Penalty: 2861.746826
	Iteration 3F: 3 clusters Score -742306.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -742699.187500 Penalty: 2861.746826
	Iteration 4F: 3 clusters Score -742699.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -743060.312500 Penalty: 2861.746826
	Iteration 5F: 3 clusters Score -743060.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -743405.062500 Penalty: 2861.746826
	Iteration 6F: 3 clusters Score -743405.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -743698.000000 Penalty: 2861.746826
	Iteration 7F: 3 clusters Score -743698 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -743923.062500 Penalty: 2861.746826
	Iteration 8Q: 3 clusters Score -743923.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -744104.062500 Penalty: 2861.746826
	Iteration 9Q: 3 clusters Score -744104.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -744232.687500 Penalty: 2861.746826
	Iteration 10Q: 3 clusters Score -744232.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -744331.375000 Penalty: 2861.746826
	Iteration 11Q: 3 clusters Score -744331.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -744406.125000 Penalty: 2861.746826
	Iteration 12Q: 3 clusters Score -744406.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -744468.250000 Penalty: 2861.746826
	Iteration 13Q: 3 clusters Score -744468.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -744542.375000 Penalty: 2861.746826
	Iteration 14Q: 3 clusters Score -744542.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -744611.687500 Penalty: 2861.746826
	Iteration 15Q: 3 clusters Score -744611.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -744677.875000 Penalty: 2861.746826
	Iteration 16Q: 3 clusters Score -744677.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -744731.750000 Penalty: 2861.746826
	Iteration 17Q: 3 clusters Score -744731.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -744761.687500 Penalty: 2861.746826
	Iteration 18Q: 3 clusters Score -744761.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -744780.875000 Penalty: 2861.746826
	Iteration 19Q: 3 clusters Score -744780.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -744796.125000 Penalty: 2861.746826
	Iteration 20F: 3 clusters Score -744796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -744803.937500 Penalty: 2861.746826
	Iteration 21Q: 3 clusters Score -744803.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -744813.625000 Penalty: 2861.746826
	Iteration 22Q: 3 clusters Score -744813.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -744827.687500 Penalty: 2861.746826
	Iteration 23Q: 3 clusters Score -744827.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -744837.750000 Penalty: 2861.746826
	Iteration 24Q: 3 clusters Score -744837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -744843.125000 Penalty: 2861.746826
	Iteration 25Q: 3 clusters Score -744843.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -744843.125000 Penalty: 2861.746826
	Iteration 26F: 3 clusters Score -744843.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -193277.875000 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -193277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -191385.515625 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -191385.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -191765.312500 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -191765.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -191864.046875 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -191864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -191924.359375 Penalty: 2425.779541
	Iteration 3Q: 3 clusters Score -191924.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -191967.250000 Penalty: 2425.779541
	Iteration 4Q: 3 clusters Score -191967.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -192019.578125 Penalty: 2425.779541
	Iteration 5Q: 3 clusters Score -192019.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -192066.781250 Penalty: 2425.779541
	Iteration 6Q: 3 clusters Score -192066.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -192130.468750 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -192130.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -192201.859375 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -192201.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -192266.328125 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -192266.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -192320.062500 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -192320.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -192350.453125 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -192350.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -192378.671875 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -192378.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -192413.421875 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -192413.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192447.968750 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -192448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -192472.593750 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -192472.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192505.421875 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -192505.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -192536.703125 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -192536.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -192554.968750 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -192555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -192576.703125 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -192576.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -192600.406250 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -192600.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -192623.328125 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -192623.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -192639.953125 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -192640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -192653.921875 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -192653.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -192667.812500 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -192667.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -192688.671875 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -192688.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -192701.671875 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -192701.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192707.953125 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -192708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -192713.531250 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -192713.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -192725.203125 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -192725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -192731.984375 Penalty: 2425.779541
	Iteration 30Q: 3 clusters Score -192732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -192741.312500 Penalty: 2425.779541
	Iteration 31Q: 3 clusters Score -192741.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -192751.296875 Penalty: 2425.779541
	Iteration 32Q: 3 clusters Score -192751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -192759.296875 Penalty: 2425.779541
	Iteration 33Q: 3 clusters Score -192759.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -192766.640625 Penalty: 2425.779541
	Iteration 34Q: 3 clusters Score -192766.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -192769.140625 Penalty: 2425.779541
	Iteration 35Q: 3 clusters Score -192769.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -192770.203125 Penalty: 2425.779541
	Iteration 36Q: 3 clusters Score -192770.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -192772.062500 Penalty: 2425.779541
	Iteration 37Q: 3 clusters Score -192772.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -192772.062500 Penalty: 2425.779541
	Iteration 38F: 3 clusters Score -192772.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Entering Unmasked Estep 
Score: -2403837.000000 Penalty: 1616.080322
	Iteration 0F: 2 clusters Score -2403837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2389698.250000 Penalty: 3232.160645
	Iteration 0F: 3 clusters Score -2389698 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -2394868.500000 Penalty: 3232.160645
	Iteration 1F: 3 clusters Score -2394868 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2395430.000000 Penalty: 3232.160645
	Iteration 2F: 3 clusters Score -2395430 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2396164.000000 Penalty: 3232.160645
	Iteration 3F: 3 clusters Score -2396164 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2396960.750000 Penalty: 3232.160645
	Iteration 4F: 3 clusters Score -2396961 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -2397730.250000 Penalty: 3232.160645
	Iteration 5F: 3 clusters Score -2397730 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2398510.000000 Penalty: 3232.160645
	Iteration 6F: 3 clusters Score -2398510 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2399264.750000 Penalty: 3232.160645
	Iteration 7F: 3 clusters Score -2399265 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2400000.500000 Penalty: 3232.160645
	Iteration 8Q: 3 clusters Score -2400000 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2400588.750000 Penalty: 3232.160645
	Iteration 9Q: 3 clusters Score -2400589 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2400931.750000 Penalty: 3232.160645
	Iteration 10Q: 3 clusters Score -2400932 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2401096.750000 Penalty: 3232.160645
	Iteration 11Q: 3 clusters Score -2401097 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2401217.750000 Penalty: 3232.160645
	Iteration 12Q: 3 clusters Score -2401218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2401299.250000 Penalty: 3232.160645
	Iteration 13Q: 3 clusters Score -2401299 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2401345.250000 Penalty: 3232.160645
	Iteration 14Q: 3 clusters Score -2401345 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2401401.750000 Penalty: 3232.160645
	Iteration 15Q: 3 clusters Score -2401402 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2401442.500000 Penalty: 3232.160645
	Iteration 16Q: 3 clusters Score -2401442 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -2401464.500000 Penalty: 3232.160645
	Iteration 17Q: 3 clusters Score -2401464 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2401502.750000 Penalty: 3232.160645
	Iteration 18Q: 3 clusters Score -2401503 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2401531.000000 Penalty: 3232.160645
	Iteration 19Q: 3 clusters Score -2401531 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2401541.500000 Penalty: 3232.160645
	Iteration 20F: 3 clusters Score -2401542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2401565.750000 Penalty: 3232.160645
	Iteration 21Q: 3 clusters Score -2401566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2401570.250000 Penalty: 3232.160645
	Iteration 22Q: 3 clusters Score -2401570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -2401582.500000 Penalty: 3232.160645
	Iteration 23Q: 3 clusters Score -2401582 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2401594.000000 Penalty: 3232.160645
	Iteration 24Q: 3 clusters Score -2401594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -2401591.500000 Penalty: 3232.160645
	Iteration 25Q: 3 clusters Score -2401592 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2401604.500000 Penalty: 3232.160645
	Iteration 26Q: 3 clusters Score -2401604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -2401612.250000 Penalty: 3232.160645
	Iteration 27Q: 3 clusters Score -2401612 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2401618.250000 Penalty: 3232.160645
	Iteration 28Q: 3 clusters Score -2401618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -2401625.250000 Penalty: 3232.160645
	Iteration 29Q: 3 clusters Score -2401625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2401644.500000 Penalty: 3232.160645
	Iteration 30Q: 3 clusters Score -2401644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2401651.000000 Penalty: 3232.160645
	Iteration 31Q: 3 clusters Score -2401651 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2401661.000000 Penalty: 3232.160645
	Iteration 32Q: 3 clusters Score -2401661 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -2401671.250000 Penalty: 3232.160645
	Iteration 33Q: 3 clusters Score -2401671 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -2401666.250000 Penalty: 3232.160645
	Iteration 34Q: 3 clusters Score -2401666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2401672.750000 Penalty: 3232.160645
	Iteration 35Q: 3 clusters Score -2401673 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2401679.750000 Penalty: 3232.160645
	Iteration 36Q: 3 clusters Score -2401680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -2401692.750000 Penalty: 3232.160645
	Iteration 37Q: 3 clusters Score -2401693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -2401693.500000 Penalty: 3232.160645
	Iteration 38Q: 3 clusters Score -2401694 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2401700.000000 Penalty: 3232.160645
	Iteration 39Q: 3 clusters Score -2401700 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2401706.250000 Penalty: 3232.160645
	Iteration 40F: 3 clusters Score -2401706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2401717.750000 Penalty: 3232.160645
	Iteration 41Q: 3 clusters Score -2401718 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 13998 members 
Entering Unmasked Estep 
Score: -2401733.500000 Penalty: 3232.160645
	Iteration 42Q: 3 clusters Score -2401734 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -2401742.750000 Penalty: 3232.160645
	Iteration 43Q: 3 clusters Score -2401743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -2401745.500000 Penalty: 3232.160645
	Iteration 44Q: 3 clusters Score -2401746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -2401751.000000 Penalty: 3232.160645
	Iteration 45Q: 3 clusters Score -2401751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -2401760.500000 Penalty: 3232.160645
	Iteration 46Q: 3 clusters Score -2401760 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2401775.000000 Penalty: 3232.160645
	Iteration 47Q: 3 clusters Score -2401775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2401775.750000 Penalty: 3232.160645
	Iteration 48Q: 3 clusters Score -2401776 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2401789.750000 Penalty: 3232.160645
	Iteration 49Q: 3 clusters Score -2401790 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -2401795.250000 Penalty: 3232.160645
	Iteration 50Q: 3 clusters Score -2401795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2401812.000000 Penalty: 3232.160645
	Iteration 51Q: 3 clusters Score -2401812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2401820.000000 Penalty: 3232.160645
	Iteration 52Q: 3 clusters Score -2401820 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2401831.250000 Penalty: 3232.160645
	Iteration 53Q: 3 clusters Score -2401831 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2401834.000000 Penalty: 3232.160645
	Iteration 54Q: 3 clusters Score -2401834 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2401847.000000 Penalty: 3232.160645
	Iteration 55Q: 3 clusters Score -2401847 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2401847.750000 Penalty: 3232.160645
	Iteration 56Q: 3 clusters Score -2401848 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2401851.750000 Penalty: 3232.160645
	Iteration 57Q: 3 clusters Score -2401852 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2401864.000000 Penalty: 3232.160645
	Iteration 58Q: 3 clusters Score -2401864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2401865.750000 Penalty: 3232.160645
	Iteration 59Q: 3 clusters Score -2401866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2401856.750000 Penalty: 3232.160645
	Iteration 60F: 3 clusters Score -2401857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 14987 members 
Entering Unmasked Estep 
Score: -2401868.250000 Penalty: 3232.160645
	Iteration 61Q: 3 clusters Score -2401868 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2401869.750000 Penalty: 3232.160645
	Iteration 62Q: 3 clusters Score -2401870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -2401867.250000 Penalty: 3232.160645
	Iteration 63Q: 3 clusters Score -2401867 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2401869.250000 Penalty: 3232.160645
	Iteration 64Q: 3 clusters Score -2401869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2401871.500000 Penalty: 3232.160645
	Iteration 65Q: 3 clusters Score -2401872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -2401875.000000 Penalty: 3232.160645
	Iteration 66Q: 3 clusters Score -2401875 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2401877.500000 Penalty: 3232.160645
	Iteration 67Q: 3 clusters Score -2401878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -2401876.500000 Penalty: 3232.160645
	Iteration 68Q: 3 clusters Score -2401876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -2401886.250000 Penalty: 3232.160645
	Iteration 69Q: 3 clusters Score -2401886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -2401884.000000 Penalty: 3232.160645
	Iteration 70Q: 3 clusters Score -2401884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2401885.500000 Penalty: 3232.160645
	Iteration 71Q: 3 clusters Score -2401886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -2401878.000000 Penalty: 3232.160645
	Iteration 72Q: 3 clusters Score -2401878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2401879.000000 Penalty: 3232.160645
	Iteration 73Q: 3 clusters Score -2401879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2401879.750000 Penalty: 3232.160645
	Iteration 74Q: 3 clusters Score -2401880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -2401879.250000 Penalty: 3232.160645
	Iteration 75Q: 3 clusters Score -2401879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -2401878.250000 Penalty: 3232.160645
	Iteration 76Q: 3 clusters Score -2401878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2401876.750000 Penalty: 3232.160645
	Iteration 77Q: 3 clusters Score -2401877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -2401876.750000 Penalty: 3232.160645
	Iteration 78Q: 3 clusters Score -2401877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2401882.750000 Penalty: 3232.160645
	Iteration 79Q: 3 clusters Score -2401883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2401887.000000 Penalty: 3232.160645
	Iteration 80F: 3 clusters Score -2401887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -2401888.250000 Penalty: 3232.160645
	Iteration 81Q: 3 clusters Score -2401888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -2401890.000000 Penalty: 3232.160645
	Iteration 82Q: 3 clusters Score -2401890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2401888.250000 Penalty: 3232.160645
	Iteration 83Q: 3 clusters Score -2401888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -2401887.500000 Penalty: 3232.160645
	Iteration 84Q: 3 clusters Score -2401888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2401889.250000 Penalty: 3232.160645
	Iteration 85Q: 3 clusters Score -2401889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2401886.750000 Penalty: 3232.160645
	Iteration 86Q: 3 clusters Score -2401887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2401886.500000 Penalty: 3232.160645
	Iteration 87Q: 3 clusters Score -2401886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -2401892.500000 Penalty: 3232.160645
	Iteration 88Q: 3 clusters Score -2401892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -2401889.750000 Penalty: 3232.160645
	Iteration 89Q: 3 clusters Score -2401890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -2401892.250000 Penalty: 3232.160645
	Iteration 90Q: 3 clusters Score -2401892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2401893.500000 Penalty: 3232.160645
	Iteration 91Q: 3 clusters Score -2401894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -2401894.250000 Penalty: 3232.160645
	Iteration 92Q: 3 clusters Score -2401894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2401890.250000 Penalty: 3232.160645
	Iteration 93Q: 3 clusters Score -2401890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2401893.500000 Penalty: 3232.160645
	Iteration 94Q: 3 clusters Score -2401894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2401893.500000 Penalty: 3232.160645
	Iteration 95F: 3 clusters Score -2401894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -626953.375000 Penalty: 1399.531738
	Iteration 0F: 2 clusters Score -626953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -622604.937500 Penalty: 2799.063477
	Iteration 0F: 3 clusters Score -622604.9 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -623767.937500 Penalty: 2799.063477
	Iteration 1F: 3 clusters Score -623767.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -623938.000000 Penalty: 2799.063477
	Iteration 2F: 3 clusters Score -623938 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -624051.562500 Penalty: 2799.063477
	Iteration 3Q: 3 clusters Score -624051.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -624134.437500 Penalty: 2799.063477
	Iteration 4Q: 3 clusters Score -624134.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -624216.812500 Penalty: 2799.063477
	Iteration 5Q: 3 clusters Score -624216.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -624301.750000 Penalty: 2799.063477
	Iteration 6Q: 3 clusters Score -624301.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -624470.250000 Penalty: 2799.063477
	Iteration 7Q: 3 clusters Score -624470.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -624630.750000 Penalty: 2799.063477
	Iteration 8Q: 3 clusters Score -624630.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -624737.312500 Penalty: 2799.063477
	Iteration 9Q: 3 clusters Score -624737.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -624815.937500 Penalty: 2799.063477
	Iteration 10Q: 3 clusters Score -624815.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -624883.437500 Penalty: 2799.063477
	Iteration 11Q: 3 clusters Score -624883.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -624950.312500 Penalty: 2799.063477
	Iteration 12Q: 3 clusters Score -624950.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -625029.562500 Penalty: 2799.063477
	Iteration 13Q: 3 clusters Score -625029.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -625090.437500 Penalty: 2799.063477
	Iteration 14Q: 3 clusters Score -625090.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -625147.312500 Penalty: 2799.063477
	Iteration 15Q: 3 clusters Score -625147.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -625201.000000 Penalty: 2799.063477
	Iteration 16Q: 3 clusters Score -625201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -625237.062500 Penalty: 2799.063477
	Iteration 17Q: 3 clusters Score -625237.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -625265.125000 Penalty: 2799.063477
	Iteration 18Q: 3 clusters Score -625265.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -625293.687500 Penalty: 2799.063477
	Iteration 19Q: 3 clusters Score -625293.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -625325.187500 Penalty: 2799.063477
	Iteration 20F: 3 clusters Score -625325.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -625368.500000 Penalty: 2799.063477
	Iteration 21Q: 3 clusters Score -625368.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -625413.187500 Penalty: 2799.063477
	Iteration 22Q: 3 clusters Score -625413.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -625447.500000 Penalty: 2799.063477
	Iteration 23Q: 3 clusters Score -625447.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -625479.875000 Penalty: 2799.063477
	Iteration 24Q: 3 clusters Score -625479.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -625509.250000 Penalty: 2799.063477
	Iteration 25Q: 3 clusters Score -625509.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -625534.937500 Penalty: 2799.063477
	Iteration 26Q: 3 clusters Score -625534.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -625563.125000 Penalty: 2799.063477
	Iteration 27Q: 3 clusters Score -625563.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -625583.812500 Penalty: 2799.063477
	Iteration 28Q: 3 clusters Score -625583.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -625600.687500 Penalty: 2799.063477
	Iteration 29Q: 3 clusters Score -625600.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -625614.750000 Penalty: 2799.063477
	Iteration 30Q: 3 clusters Score -625614.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -625627.562500 Penalty: 2799.063477
	Iteration 31Q: 3 clusters Score -625627.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -625639.750000 Penalty: 2799.063477
	Iteration 32Q: 3 clusters Score -625639.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -625650.437500 Penalty: 2799.063477
	Iteration 33Q: 3 clusters Score -625650.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -625661.312500 Penalty: 2799.063477
	Iteration 34Q: 3 clusters Score -625661.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -625668.500000 Penalty: 2799.063477
	Iteration 35Q: 3 clusters Score -625668.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -625676.125000 Penalty: 2799.063477
	Iteration 36Q: 3 clusters Score -625676.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -625682.750000 Penalty: 2799.063477
	Iteration 37Q: 3 clusters Score -625682.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -625689.312500 Penalty: 2799.063477
	Iteration 38Q: 3 clusters Score -625689.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -625693.812500 Penalty: 2799.063477
	Iteration 39Q: 3 clusters Score -625693.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -625696.437500 Penalty: 2799.063477
	Iteration 40F: 3 clusters Score -625696.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -625700.375000 Penalty: 2799.063477
	Iteration 41Q: 3 clusters Score -625700.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -625703.062500 Penalty: 2799.063477
	Iteration 42Q: 3 clusters Score -625703.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -625705.375000 Penalty: 2799.063477
	Iteration 43Q: 3 clusters Score -625705.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -625709.937500 Penalty: 2799.063477
	Iteration 44Q: 3 clusters Score -625709.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -625717.750000 Penalty: 2799.063477
	Iteration 45Q: 3 clusters Score -625717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -625722.437500 Penalty: 2799.063477
	Iteration 46Q: 3 clusters Score -625722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -625727.125000 Penalty: 2799.063477
	Iteration 47Q: 3 clusters Score -625727.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -625730.375000 Penalty: 2799.063477
	Iteration 48Q: 3 clusters Score -625730.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -625734.250000 Penalty: 2799.063477
	Iteration 49Q: 3 clusters Score -625734.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -625737.562500 Penalty: 2799.063477
	Iteration 50Q: 3 clusters Score -625737.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -625742.312500 Penalty: 2799.063477
	Iteration 51Q: 3 clusters Score -625742.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -625749.312500 Penalty: 2799.063477
	Iteration 52Q: 3 clusters Score -625749.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -625756.875000 Penalty: 2799.063477
	Iteration 53Q: 3 clusters Score -625756.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -625760.562500 Penalty: 2799.063477
	Iteration 54Q: 3 clusters Score -625760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -625762.500000 Penalty: 2799.063477
	Iteration 55Q: 3 clusters Score -625762.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -625771.937500 Penalty: 2799.063477
	Iteration 56Q: 3 clusters Score -625771.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -625778.687500 Penalty: 2799.063477
	Iteration 57Q: 3 clusters Score -625778.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -625779.187500 Penalty: 2799.063477
	Iteration 58Q: 3 clusters Score -625779.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -625782.312500 Penalty: 2799.063477
	Iteration 59Q: 3 clusters Score -625782.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -625782.437500 Penalty: 2799.063477
	Iteration 60F: 3 clusters Score -625782.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -902909.125000 Penalty: 1457.467896
	Iteration 0F: 2 clusters Score -902909.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -897050.875000 Penalty: 2914.935791
	Iteration 0F: 3 clusters Score -897050.9 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -898872.687500 Penalty: 2914.935791
	Iteration 1F: 3 clusters Score -898872.7 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -899113.062500 Penalty: 2914.935791
	Iteration 2F: 3 clusters Score -899113.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -899316.375000 Penalty: 2914.935791
	Iteration 3F: 3 clusters Score -899316.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -899513.500000 Penalty: 2914.935791
	Iteration 4Q: 3 clusters Score -899513.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -899679.500000 Penalty: 2914.935791
	Iteration 5Q: 3 clusters Score -899679.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -899865.937500 Penalty: 2914.935791
	Iteration 6Q: 3 clusters Score -899865.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -900060.062500 Penalty: 2914.935791
	Iteration 7Q: 3 clusters Score -900060.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -900275.312500 Penalty: 2914.935791
	Iteration 8Q: 3 clusters Score -900275.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -900503.625000 Penalty: 2914.935791
	Iteration 9Q: 3 clusters Score -900503.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -900731.375000 Penalty: 2914.935791
	Iteration 10Q: 3 clusters Score -900731.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -900950.875000 Penalty: 2914.935791
	Iteration 11Q: 3 clusters Score -900950.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -901127.250000 Penalty: 2914.935791
	Iteration 12Q: 3 clusters Score -901127.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -901247.625000 Penalty: 2914.935791
	Iteration 13Q: 3 clusters Score -901247.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -901315.375000 Penalty: 2914.935791
	Iteration 14Q: 3 clusters Score -901315.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -901357.125000 Penalty: 2914.935791
	Iteration 15Q: 3 clusters Score -901357.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -901387.562500 Penalty: 2914.935791
	Iteration 16Q: 3 clusters Score -901387.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -901435.312500 Penalty: 2914.935791
	Iteration 17Q: 3 clusters Score -901435.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -901482.000000 Penalty: 2914.935791
	Iteration 18Q: 3 clusters Score -901482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -901519.187500 Penalty: 2914.935791
	Iteration 19Q: 3 clusters Score -901519.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -901552.000000 Penalty: 2914.935791
	Iteration 20F: 3 clusters Score -901552 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -901584.750000 Penalty: 2914.935791
	Iteration 21Q: 3 clusters Score -901584.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -901609.625000 Penalty: 2914.935791
	Iteration 22Q: 3 clusters Score -901609.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -901638.000000 Penalty: 2914.935791
	Iteration 23Q: 3 clusters Score -901638 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -901667.000000 Penalty: 2914.935791
	Iteration 24Q: 3 clusters Score -901667 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -901704.500000 Penalty: 2914.935791
	Iteration 25Q: 3 clusters Score -901704.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -901744.062500 Penalty: 2914.935791
	Iteration 26Q: 3 clusters Score -901744.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -901780.062500 Penalty: 2914.935791
	Iteration 27Q: 3 clusters Score -901780.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -901816.812500 Penalty: 2914.935791
	Iteration 28Q: 3 clusters Score -901816.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -901832.562500 Penalty: 2914.935791
	Iteration 29Q: 3 clusters Score -901832.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -901849.562500 Penalty: 2914.935791
	Iteration 30Q: 3 clusters Score -901849.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -901860.937500 Penalty: 2914.935791
	Iteration 31Q: 3 clusters Score -901860.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -901868.750000 Penalty: 2914.935791
	Iteration 32Q: 3 clusters Score -901868.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -901878.062500 Penalty: 2914.935791
	Iteration 33Q: 3 clusters Score -901878.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -901884.562500 Penalty: 2914.935791
	Iteration 34Q: 3 clusters Score -901884.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -901891.500000 Penalty: 2914.935791
	Iteration 35Q: 3 clusters Score -901891.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -901894.062500 Penalty: 2914.935791
	Iteration 36Q: 3 clusters Score -901894.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -901897.312500 Penalty: 2914.935791
	Iteration 37Q: 3 clusters Score -901897.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -901899.625000 Penalty: 2914.935791
	Iteration 38Q: 3 clusters Score -901899.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -901902.812500 Penalty: 2914.935791
	Iteration 39Q: 3 clusters Score -901902.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -901903.812500 Penalty: 2914.935791
	Iteration 40F: 3 clusters Score -901903.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -901905.062500 Penalty: 2914.935791
	Iteration 41Q: 3 clusters Score -901905.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -901907.250000 Penalty: 2914.935791
	Iteration 42Q: 3 clusters Score -901907.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -901910.375000 Penalty: 2914.935791
	Iteration 43Q: 3 clusters Score -901910.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -901911.250000 Penalty: 2914.935791
	Iteration 44Q: 3 clusters Score -901911.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -901910.187500 Penalty: 2914.935791
	Iteration 45Q: 3 clusters Score -901910.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -901910.187500 Penalty: 2914.935791
	Iteration 46F: 3 clusters Score -901910.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -647607.687500 Penalty: 1406.359009
	Iteration 0F: 2 clusters Score -647607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -643152.500000 Penalty: 2812.718018
	Iteration 0F: 3 clusters Score -643152.5 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -644587.562500 Penalty: 2812.718018
	Iteration 1F: 3 clusters Score -644587.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -644899.687500 Penalty: 2812.718018
	Iteration 2F: 3 clusters Score -644899.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -645260.187500 Penalty: 2812.718018
	Iteration 3F: 3 clusters Score -645260.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -645658.187500 Penalty: 2812.718018
	Iteration 4F: 3 clusters Score -645658.2 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -645995.250000 Penalty: 2812.718018
	Iteration 5F: 3 clusters Score -645995.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -646208.437500 Penalty: 2812.718018
	Iteration 6F: 3 clusters Score -646208.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -646345.812500 Penalty: 2812.718018
	Iteration 7Q: 3 clusters Score -646345.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -646427.125000 Penalty: 2812.718018
	Iteration 8Q: 3 clusters Score -646427.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -646478.187500 Penalty: 2812.718018
	Iteration 9Q: 3 clusters Score -646478.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -646512.062500 Penalty: 2812.718018
	Iteration 10Q: 3 clusters Score -646512.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -646536.812500 Penalty: 2812.718018
	Iteration 11Q: 3 clusters Score -646536.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -646566.500000 Penalty: 2812.718018
	Iteration 12Q: 3 clusters Score -646566.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -646582.937500 Penalty: 2812.718018
	Iteration 13Q: 3 clusters Score -646582.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -646599.750000 Penalty: 2812.718018
	Iteration 14Q: 3 clusters Score -646599.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -646612.125000 Penalty: 2812.718018
	Iteration 15Q: 3 clusters Score -646612.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -646622.250000 Penalty: 2812.718018
	Iteration 16Q: 3 clusters Score -646622.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -646630.187500 Penalty: 2812.718018
	Iteration 17Q: 3 clusters Score -646630.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -646637.062500 Penalty: 2812.718018
	Iteration 18Q: 3 clusters Score -646637.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -646640.687500 Penalty: 2812.718018
	Iteration 19Q: 3 clusters Score -646640.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -646641.812500 Penalty: 2812.718018
	Iteration 20F: 3 clusters Score -646641.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -646644.750000 Penalty: 2812.718018
	Iteration 21Q: 3 clusters Score -646644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -646646.562500 Penalty: 2812.718018
	Iteration 22Q: 3 clusters Score -646646.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -646650.312500 Penalty: 2812.718018
	Iteration 23Q: 3 clusters Score -646650.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -646653.062500 Penalty: 2812.718018
	Iteration 24Q: 3 clusters Score -646653.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -646658.562500 Penalty: 2812.718018
	Iteration 25Q: 3 clusters Score -646658.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -646661.562500 Penalty: 2812.718018
	Iteration 26Q: 3 clusters Score -646661.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -646667.937500 Penalty: 2812.718018
	Iteration 27Q: 3 clusters Score -646667.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -646670.750000 Penalty: 2812.718018
	Iteration 28Q: 3 clusters Score -646670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -646674.312500 Penalty: 2812.718018
	Iteration 29Q: 3 clusters Score -646674.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -646676.000000 Penalty: 2812.718018
	Iteration 30Q: 3 clusters Score -646676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -646677.687500 Penalty: 2812.718018
	Iteration 31Q: 3 clusters Score -646677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -646680.500000 Penalty: 2812.718018
	Iteration 32Q: 3 clusters Score -646680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -646687.312500 Penalty: 2812.718018
	Iteration 33Q: 3 clusters Score -646687.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -646692.187500 Penalty: 2812.718018
	Iteration 34Q: 3 clusters Score -646692.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -646695.312500 Penalty: 2812.718018
	Iteration 35Q: 3 clusters Score -646695.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -646700.375000 Penalty: 2812.718018
	Iteration 36Q: 3 clusters Score -646700.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -646706.500000 Penalty: 2812.718018
	Iteration 37Q: 3 clusters Score -646706.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -646707.562500 Penalty: 2812.718018
	Iteration 38Q: 3 clusters Score -646707.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -646708.937500 Penalty: 2812.718018
	Iteration 39Q: 3 clusters Score -646708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -646711.437500 Penalty: 2812.718018
	Iteration 40F: 3 clusters Score -646711.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -646712.125000 Penalty: 2812.718018
	Iteration 41Q: 3 clusters Score -646712.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -646712.125000 Penalty: 2812.718018
	Iteration 42F: 3 clusters Score -646712.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -261168.718750 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -261168.7 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 1143 members 
Entering Unmasked Estep 
Score: -258861.140625 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -258861.1 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -259368.781250 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -259368.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -259494.062500 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -259494.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259560.218750 Penalty: 2519.927734
	Iteration 3Q: 3 clusters Score -259560.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -259607.812500 Penalty: 2519.927734
	Iteration 4Q: 3 clusters Score -259607.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -259637.125000 Penalty: 2519.927734
	Iteration 5Q: 3 clusters Score -259637.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -259660.156250 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -259660.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259676.437500 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -259676.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -259687.375000 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -259687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -259697.859375 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -259697.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -259713.671875 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -259713.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -259726.296875 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -259726.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -259736.625000 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -259736.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -259743.515625 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -259743.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -259747.718750 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -259747.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -259752.296875 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -259752.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -259756.203125 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -259756.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -259760.531250 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -259760.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -259763.609375 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -259763.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -259767.359375 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -259767.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -259775.328125 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -259775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -259781.484375 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -259781.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -259786.937500 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -259786.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -259796.015625 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -259796 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -259804.578125 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -259804.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -259816.421875 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -259816.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -259828.906250 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -259828.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -259841.437500 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -259841.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -259855.968750 Penalty: 2519.927734
	Iteration 28Q: 3 clusters Score -259856 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -259868.281250 Penalty: 2519.927734
	Iteration 29Q: 3 clusters Score -259868.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -259880.390625 Penalty: 2519.927734
	Iteration 30Q: 3 clusters Score -259880.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -259888.406250 Penalty: 2519.927734
	Iteration 31Q: 3 clusters Score -259888.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -259899.984375 Penalty: 2519.927734
	Iteration 32Q: 3 clusters Score -259900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -259906.015625 Penalty: 2519.927734
	Iteration 33Q: 3 clusters Score -259906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -259912.312500 Penalty: 2519.927734
	Iteration 34Q: 3 clusters Score -259912.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -259918.937500 Penalty: 2519.927734
	Iteration 35Q: 3 clusters Score -259918.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -259925.218750 Penalty: 2519.927734
	Iteration 36Q: 3 clusters Score -259925.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -259934.125000 Penalty: 2519.927734
	Iteration 37Q: 3 clusters Score -259934.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -259939.890625 Penalty: 2519.927734
	Iteration 38Q: 3 clusters Score -259939.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -259945.765625 Penalty: 2519.927734
	Iteration 39Q: 3 clusters Score -259945.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -259950.750000 Penalty: 2519.927734
	Iteration 40F: 3 clusters Score -259950.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -259958.125000 Penalty: 2519.927734
	Iteration 41Q: 3 clusters Score -259958.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -259969.437500 Penalty: 2519.927734
	Iteration 42Q: 3 clusters Score -259969.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -259977.171875 Penalty: 2519.927734
	Iteration 43Q: 3 clusters Score -259977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -259981.562500 Penalty: 2519.927734
	Iteration 44Q: 3 clusters Score -259981.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -259992.453125 Penalty: 2519.927734
	Iteration 45Q: 3 clusters Score -259992.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -259999.343750 Penalty: 2519.927734
	Iteration 46Q: 3 clusters Score -259999.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -260003.453125 Penalty: 2519.927734
	Iteration 47Q: 3 clusters Score -260003.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -260007.968750 Penalty: 2519.927734
	Iteration 48Q: 3 clusters Score -260008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -260014.203125 Penalty: 2519.927734
	Iteration 49Q: 3 clusters Score -260014.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -260019.265625 Penalty: 2519.927734
	Iteration 50Q: 3 clusters Score -260019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -260022.656250 Penalty: 2519.927734
	Iteration 51Q: 3 clusters Score -260022.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -260025.875000 Penalty: 2519.927734
	Iteration 52Q: 3 clusters Score -260025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -260027.234375 Penalty: 2519.927734
	Iteration 53Q: 3 clusters Score -260027.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -260028.718750 Penalty: 2519.927734
	Iteration 54Q: 3 clusters Score -260028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -260030.046875 Penalty: 2519.927734
	Iteration 55Q: 3 clusters Score -260030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -260031.781250 Penalty: 2519.927734
	Iteration 56Q: 3 clusters Score -260031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -260032.093750 Penalty: 2519.927734
	Iteration 57Q: 3 clusters Score -260032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -260032.093750 Penalty: 2519.927734
	Iteration 58F: 3 clusters Score -260032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -62741.656250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -62741.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -61787.777344 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -61787.78 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -61919.570312 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -61919.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -61960.984375 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -61960.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61974.597656 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -61974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -61979.343750 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -61979.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -61983.058594 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -61983.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -61988.089844 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -61988.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -61989.765625 Penalty: 1930.555664
	Iteration 7Q: 3 clusters Score -61989.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61990.839844 Penalty: 1930.555664
	Iteration 8Q: 3 clusters Score -61990.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -61990.839844 Penalty: 1930.555664
	Iteration 9F: 3 clusters Score -61990.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -381869.218750 Penalty: 1318.431763
	Iteration 0F: 2 clusters Score -381869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -378989.375000 Penalty: 2636.863525
	Iteration 0F: 3 clusters Score -378989.4 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -379694.250000 Penalty: 2636.863525
	Iteration 1F: 3 clusters Score -379694.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -379839.906250 Penalty: 2636.863525
	Iteration 2F: 3 clusters Score -379839.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -379935.750000 Penalty: 2636.863525
	Iteration 3F: 3 clusters Score -379935.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -380017.843750 Penalty: 2636.863525
	Iteration 4Q: 3 clusters Score -380017.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -380081.750000 Penalty: 2636.863525
	Iteration 5Q: 3 clusters Score -380081.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -380134.750000 Penalty: 2636.863525
	Iteration 6Q: 3 clusters Score -380134.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -380183.468750 Penalty: 2636.863525
	Iteration 7Q: 3 clusters Score -380183.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -380226.343750 Penalty: 2636.863525
	Iteration 8Q: 3 clusters Score -380226.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -380264.593750 Penalty: 2636.863525
	Iteration 9Q: 3 clusters Score -380264.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -380299.656250 Penalty: 2636.863525
	Iteration 10Q: 3 clusters Score -380299.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -380329.406250 Penalty: 2636.863525
	Iteration 11Q: 3 clusters Score -380329.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -380352.125000 Penalty: 2636.863525
	Iteration 12Q: 3 clusters Score -380352.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -380367.875000 Penalty: 2636.863525
	Iteration 13Q: 3 clusters Score -380367.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -380381.187500 Penalty: 2636.863525
	Iteration 14Q: 3 clusters Score -380381.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -380388.031250 Penalty: 2636.863525
	Iteration 15Q: 3 clusters Score -380388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -380395.343750 Penalty: 2636.863525
	Iteration 16Q: 3 clusters Score -380395.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -380402.218750 Penalty: 2636.863525
	Iteration 17Q: 3 clusters Score -380402.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -380407.968750 Penalty: 2636.863525
	Iteration 18Q: 3 clusters Score -380408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -380413.500000 Penalty: 2636.863525
	Iteration 19Q: 3 clusters Score -380413.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -380418.312500 Penalty: 2636.863525
	Iteration 20F: 3 clusters Score -380418.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -380424.187500 Penalty: 2636.863525
	Iteration 21Q: 3 clusters Score -380424.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -380435.031250 Penalty: 2636.863525
	Iteration 22Q: 3 clusters Score -380435 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -380444.625000 Penalty: 2636.863525
	Iteration 23Q: 3 clusters Score -380444.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -380457.718750 Penalty: 2636.863525
	Iteration 24Q: 3 clusters Score -380457.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -380462.843750 Penalty: 2636.863525
	Iteration 25Q: 3 clusters Score -380462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -380471.218750 Penalty: 2636.863525
	Iteration 26Q: 3 clusters Score -380471.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -380477.718750 Penalty: 2636.863525
	Iteration 27Q: 3 clusters Score -380477.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -380483.656250 Penalty: 2636.863525
	Iteration 28Q: 3 clusters Score -380483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -380486.281250 Penalty: 2636.863525
	Iteration 29Q: 3 clusters Score -380486.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -380487.531250 Penalty: 2636.863525
	Iteration 30Q: 3 clusters Score -380487.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380489.875000 Penalty: 2636.863525
	Iteration 31Q: 3 clusters Score -380489.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -380492.312500 Penalty: 2636.863525
	Iteration 32Q: 3 clusters Score -380492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -380494.937500 Penalty: 2636.863525
	Iteration 33Q: 3 clusters Score -380494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -380497.531250 Penalty: 2636.863525
	Iteration 34Q: 3 clusters Score -380497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -380498.812500 Penalty: 2636.863525
	Iteration 35Q: 3 clusters Score -380498.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -380501.187500 Penalty: 2636.863525
	Iteration 36Q: 3 clusters Score -380501.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -380502.500000 Penalty: 2636.863525
	Iteration 37Q: 3 clusters Score -380502.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -380502.593750 Penalty: 2636.863525
	Iteration 38Q: 3 clusters Score -380502.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -380504.312500 Penalty: 2636.863525
	Iteration 39Q: 3 clusters Score -380504.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -380506.437500 Penalty: 2636.863525
	Iteration 40F: 3 clusters Score -380506.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -380505.843750 Penalty: 2636.863525
	Iteration 41Q: 3 clusters Score -380505.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -380505.843750 Penalty: 2636.863525
	Iteration 42F: 3 clusters Score -380505.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -58846.234375 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -58846.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -57869.125000 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -57869.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58005.792969 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -58005.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -58063.652344 Penalty: 1937.326660
	Iteration 2Q: 3 clusters Score -58063.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -58101.753906 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -58101.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -58122.210938 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -58122.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -58139.757812 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -58139.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -58155.468750 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -58155.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58176.480469 Penalty: 1937.326660
	Iteration 7Q: 3 clusters Score -58176.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58183.589844 Penalty: 1937.326660
	Iteration 8Q: 3 clusters Score -58183.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -58185.808594 Penalty: 1937.326660
	Iteration 9Q: 3 clusters Score -58185.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58187.816406 Penalty: 1937.326660
	Iteration 10Q: 3 clusters Score -58187.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58190.109375 Penalty: 1937.326660
	Iteration 11Q: 3 clusters Score -58190.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -58190.109375 Penalty: 1937.326660
	Iteration 12F: 3 clusters Score -58190.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -478012.750000 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -478012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -474589.062500 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -474589.1 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -475427.781250 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -475427.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -475575.968750 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -475576 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -475673.468750 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -475673.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -475754.062500 Penalty: 2703.194580
	Iteration 4Q: 3 clusters Score -475754.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -475826.312500 Penalty: 2703.194580
	Iteration 5Q: 3 clusters Score -475826.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -475862.125000 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -475862.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -475891.187500 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -475891.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -475919.656250 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -475919.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -475939.125000 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -475939.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -475963.187500 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -475963.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -475982.812500 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -475982.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -475996.437500 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -475996.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -476008.718750 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -476008.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -476016.531250 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -476016.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -476023.593750 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -476023.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -476028.781250 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -476028.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -476033.437500 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -476033.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -476038.718750 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -476038.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -476043.031250 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -476043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -476047.593750 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -476047.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -476051.312500 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -476051.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -476052.750000 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -476052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -476054.843750 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -476054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -476056.468750 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -476056.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -476057.718750 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -476057.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -476058.375000 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -476058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -476059.656250 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -476059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -476060.125000 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -476060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -476060.312500 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -476060.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -476059.781250 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -476059.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -476061.968750 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -476062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -476061.750000 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -476061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -476062.906250 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -476062.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -476063.500000 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -476063.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -476063.750000 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -476063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -476064.843750 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -476064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -476064.750000 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -476064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -476065.187500 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -476065.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -476066.500000 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -476066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -476065.906250 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -476065.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -26330.947266 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -26330.95 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 107 members 
Entering Unmasked Estep 
Score: -25640.998047 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -25641 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -25724.675781 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -25724.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -25751.509766 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -25751.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -25772.570312 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -25772.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25775.769531 Penalty: 1720.324097
	Iteration 4Q: 3 clusters Score -25775.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25775.769531 Penalty: 1720.324097
	Iteration 5F: 3 clusters Score -25775.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6443 members 
Mstep: Class 6 contains 9828 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14991 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2659 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 88241 members 
Mstep: Class 24 contains 6988 members 
Mstep: Class 25 contains 43658 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 25658 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7856 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153828.000000 Penalty: 91508.632812
Iteration 199Q: 45 clusters Score -4.015383e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6444 members 
Mstep: Class 6 contains 9822 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14987 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16416 members 
Mstep: Class 23 contains 88221 members 
Mstep: Class 24 contains 7000 members 
Mstep: Class 25 contains 43659 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5569 members 
Mstep: Class 29 contains 25649 members 
Mstep: Class 30 contains 4136 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4288 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7881 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153856.000000 Penalty: 91508.632812
Iteration 200F: 45 clusters Score -4.015386e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 1837 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6447 members 
Mstep: Class 6 contains 9820 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2657 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16417 members 
Mstep: Class 23 contains 88204 members 
Mstep: Class 24 contains 7012 members 
Mstep: Class 25 contains 43661 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25639 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4287 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7898 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153828.000000 Penalty: 91508.632812
Iteration 201Q: 45 clusters Score -4.015383e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 9814 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14996 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2656 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16418 members 
Mstep: Class 23 contains 88190 members 
Mstep: Class 24 contains 7020 members 
Mstep: Class 25 contains 43662 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25629 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7913 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153840.000000 Penalty: 91508.632812
Iteration 202Q: 45 clusters Score -4.015384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 9810 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2533 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14997 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4690 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2655 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88182 members 
Mstep: Class 24 contains 7022 members 
Mstep: Class 25 contains 43662 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25624 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7925 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153832.000000 Penalty: 91508.632812
Iteration 203Q: 45 clusters Score -4.015383e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6448 members 
Mstep: Class 6 contains 9806 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14993 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1527 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 88181 members 
Mstep: Class 24 contains 7028 members 
Mstep: Class 25 contains 43664 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25617 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7932 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153780.000000 Penalty: 91508.632812
Iteration 204Q: 45 clusters Score -4.015378e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5433 members 
Mstep: Class 5 contains 6450 members 
Mstep: Class 6 contains 9805 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2534 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16423 members 
Mstep: Class 23 contains 88176 members 
Mstep: Class 24 contains 7037 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 25613 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7938 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153792.000000 Penalty: 91508.632812
Iteration 205Q: 45 clusters Score -4.015379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9801 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2651 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88172 members 
Mstep: Class 24 contains 7039 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 25610 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7946 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153776.000000 Penalty: 91508.632812
Iteration 206Q: 45 clusters Score -4.015378e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1836 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9800 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14985 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2652 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16422 members 
Mstep: Class 23 contains 88168 members 
Mstep: Class 24 contains 7040 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 25607 members 
Mstep: Class 30 contains 4135 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6670 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7955 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153780.000000 Penalty: 91508.632812
Iteration 207Q: 45 clusters Score -4.015378e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9798 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14981 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88165 members 
Mstep: Class 24 contains 7044 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7964 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153796.000000 Penalty: 91508.632812
Iteration 208Q: 45 clusters Score -4.01538e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1834 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14976 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88166 members 
Mstep: Class 24 contains 7048 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5567 members 
Mstep: Class 29 contains 25604 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7968 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153788.000000 Penalty: 91508.632812
Iteration 209Q: 45 clusters Score -4.015379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1831 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14974 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88166 members 
Mstep: Class 24 contains 7050 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25604 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7971 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153800.000000 Penalty: 91508.632812
Iteration 210Q: 45 clusters Score -4.01538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2539 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14971 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88166 members 
Mstep: Class 24 contains 7051 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153784.000000 Penalty: 91508.632812
Iteration 211Q: 45 clusters Score -4.015378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2540 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14971 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88165 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153792.000000 Penalty: 91508.632812
Iteration 212Q: 45 clusters Score -4.015379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88164 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153792.000000 Penalty: 91508.632812
Iteration 213Q: 45 clusters Score -4.015379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2804 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88163 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153784.000000 Penalty: 91508.632812
Iteration 214Q: 45 clusters Score -4.015378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88163 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153776.000000 Penalty: 91508.632812
Iteration 215Q: 45 clusters Score -4.015378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88163 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153776.000000 Penalty: 91508.632812
Iteration 216F: 45 clusters Score -4.015378e+07 nChanged 0
Entering ConstructFrom: 
Score: -40153776.000000 Penalty: 91508.632812
Entering ConstructFrom: 
Trying to split cluster 1 (7710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Entering Unmasked Estep 
Score: -867349.625000 Penalty: 1454.419434
	Iteration 0F: 2 clusters Score -867349.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -861641.125000 Penalty: 2908.838867
	Iteration 0F: 3 clusters Score -861641.1 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -863386.500000 Penalty: 2908.838867
	Iteration 1F: 3 clusters Score -863386.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -863625.125000 Penalty: 2908.838867
	Iteration 2F: 3 clusters Score -863625.1 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -863833.562500 Penalty: 2908.838867
	Iteration 3F: 3 clusters Score -863833.6 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -864010.937500 Penalty: 2908.838867
	Iteration 4Q: 3 clusters Score -864010.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -864174.500000 Penalty: 2908.838867
	Iteration 5Q: 3 clusters Score -864174.5 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -864325.937500 Penalty: 2908.838867
	Iteration 6Q: 3 clusters Score -864325.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -864497.187500 Penalty: 2908.838867
	Iteration 7Q: 3 clusters Score -864497.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -864672.312500 Penalty: 2908.838867
	Iteration 8Q: 3 clusters Score -864672.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -864838.375000 Penalty: 2908.838867
	Iteration 9Q: 3 clusters Score -864838.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -864981.750000 Penalty: 2908.838867
	Iteration 10Q: 3 clusters Score -864981.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -865126.125000 Penalty: 2908.838867
	Iteration 11Q: 3 clusters Score -865126.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -865247.937500 Penalty: 2908.838867
	Iteration 12Q: 3 clusters Score -865247.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -865342.625000 Penalty: 2908.838867
	Iteration 13Q: 3 clusters Score -865342.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -865425.625000 Penalty: 2908.838867
	Iteration 14Q: 3 clusters Score -865425.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -865491.937500 Penalty: 2908.838867
	Iteration 15Q: 3 clusters Score -865491.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -865538.000000 Penalty: 2908.838867
	Iteration 16Q: 3 clusters Score -865538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -865569.312500 Penalty: 2908.838867
	Iteration 17Q: 3 clusters Score -865569.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -865590.375000 Penalty: 2908.838867
	Iteration 18Q: 3 clusters Score -865590.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -865611.562500 Penalty: 2908.838867
	Iteration 19Q: 3 clusters Score -865611.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -865629.125000 Penalty: 2908.838867
	Iteration 20F: 3 clusters Score -865629.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -865638.437500 Penalty: 2908.838867
	Iteration 21Q: 3 clusters Score -865638.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -865642.187500 Penalty: 2908.838867
	Iteration 22Q: 3 clusters Score -865642.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -865646.437500 Penalty: 2908.838867
	Iteration 23Q: 3 clusters Score -865646.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -865653.187500 Penalty: 2908.838867
	Iteration 24Q: 3 clusters Score -865653.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -865653.687500 Penalty: 2908.838867
	Iteration 25Q: 3 clusters Score -865653.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -865657.812500 Penalty: 2908.838867
	Iteration 26Q: 3 clusters Score -865657.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -865657.625000 Penalty: 2908.838867
	Iteration 27Q: 3 clusters Score -865657.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -865659.500000 Penalty: 2908.838867
	Iteration 28Q: 3 clusters Score -865659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -865660.562500 Penalty: 2908.838867
	Iteration 29Q: 3 clusters Score -865660.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -865664.125000 Penalty: 2908.838867
	Iteration 30Q: 3 clusters Score -865664.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -865667.437500 Penalty: 2908.838867
	Iteration 31Q: 3 clusters Score -865667.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -865671.812500 Penalty: 2908.838867
	Iteration 32Q: 3 clusters Score -865671.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -865674.375000 Penalty: 2908.838867
	Iteration 33Q: 3 clusters Score -865674.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -865679.000000 Penalty: 2908.838867
	Iteration 34Q: 3 clusters Score -865679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -865679.375000 Penalty: 2908.838867
	Iteration 35Q: 3 clusters Score -865679.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -865683.625000 Penalty: 2908.838867
	Iteration 36Q: 3 clusters Score -865683.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -865684.437500 Penalty: 2908.838867
	Iteration 37Q: 3 clusters Score -865684.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -865686.875000 Penalty: 2908.838867
	Iteration 38Q: 3 clusters Score -865686.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -865689.312500 Penalty: 2908.838867
	Iteration 39Q: 3 clusters Score -865689.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -865690.687500 Penalty: 2908.838867
	Iteration 40F: 3 clusters Score -865690.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -865694.250000 Penalty: 2908.838867
	Iteration 41Q: 3 clusters Score -865694.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -865697.500000 Penalty: 2908.838867
	Iteration 42Q: 3 clusters Score -865697.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -865698.687500 Penalty: 2908.838867
	Iteration 43Q: 3 clusters Score -865698.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -865701.062500 Penalty: 2908.838867
	Iteration 44Q: 3 clusters Score -865701.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -865703.125000 Penalty: 2908.838867
	Iteration 45Q: 3 clusters Score -865703.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -865709.250000 Penalty: 2908.838867
	Iteration 46Q: 3 clusters Score -865709.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -865712.625000 Penalty: 2908.838867
	Iteration 47Q: 3 clusters Score -865712.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -865715.187500 Penalty: 2908.838867
	Iteration 48Q: 3 clusters Score -865715.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -865717.000000 Penalty: 2908.838867
	Iteration 49Q: 3 clusters Score -865717 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -865721.875000 Penalty: 2908.838867
	Iteration 50Q: 3 clusters Score -865721.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -865723.875000 Penalty: 2908.838867
	Iteration 51Q: 3 clusters Score -865723.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -865729.000000 Penalty: 2908.838867
	Iteration 52Q: 3 clusters Score -865729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -865732.625000 Penalty: 2908.838867
	Iteration 53Q: 3 clusters Score -865732.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -865738.875000 Penalty: 2908.838867
	Iteration 54Q: 3 clusters Score -865738.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -865747.375000 Penalty: 2908.838867
	Iteration 55Q: 3 clusters Score -865747.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -865757.062500 Penalty: 2908.838867
	Iteration 56Q: 3 clusters Score -865757.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -865768.812500 Penalty: 2908.838867
	Iteration 57Q: 3 clusters Score -865768.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -865777.625000 Penalty: 2908.838867
	Iteration 58Q: 3 clusters Score -865777.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -865785.187500 Penalty: 2908.838867
	Iteration 59Q: 3 clusters Score -865785.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -865789.187500 Penalty: 2908.838867
	Iteration 60F: 3 clusters Score -865789.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -865793.125000 Penalty: 2908.838867
	Iteration 61Q: 3 clusters Score -865793.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -865798.062500 Penalty: 2908.838867
	Iteration 62Q: 3 clusters Score -865798.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -865802.187500 Penalty: 2908.838867
	Iteration 63Q: 3 clusters Score -865802.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -865805.312500 Penalty: 2908.838867
	Iteration 64Q: 3 clusters Score -865805.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -865810.812500 Penalty: 2908.838867
	Iteration 65Q: 3 clusters Score -865810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -865813.750000 Penalty: 2908.838867
	Iteration 66Q: 3 clusters Score -865813.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -865814.187500 Penalty: 2908.838867
	Iteration 67Q: 3 clusters Score -865814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -865815.500000 Penalty: 2908.838867
	Iteration 68Q: 3 clusters Score -865815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -865815.000000 Penalty: 2908.838867
	Iteration 69Q: 3 clusters Score -865815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -865816.437500 Penalty: 2908.838867
	Iteration 70Q: 3 clusters Score -865816.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -865817.812500 Penalty: 2908.838867
	Iteration 71Q: 3 clusters Score -865817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -865817.250000 Penalty: 2908.838867
	Iteration 72Q: 3 clusters Score -865817.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -865820.625000 Penalty: 2908.838867
	Iteration 73Q: 3 clusters Score -865820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -865821.562500 Penalty: 2908.838867
	Iteration 74Q: 3 clusters Score -865821.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -865822.375000 Penalty: 2908.838867
	Iteration 75Q: 3 clusters Score -865822.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -865823.437500 Penalty: 2908.838867
	Iteration 76Q: 3 clusters Score -865823.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -865824.375000 Penalty: 2908.838867
	Iteration 77Q: 3 clusters Score -865824.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -865828.625000 Penalty: 2908.838867
	Iteration 78Q: 3 clusters Score -865828.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -865829.937500 Penalty: 2908.838867
	Iteration 79Q: 3 clusters Score -865829.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -865834.125000 Penalty: 2908.838867
	Iteration 80F: 3 clusters Score -865834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -865837.812500 Penalty: 2908.838867
	Iteration 81Q: 3 clusters Score -865837.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -865842.000000 Penalty: 2908.838867
	Iteration 82Q: 3 clusters Score -865842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -865845.562500 Penalty: 2908.838867
	Iteration 83Q: 3 clusters Score -865845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -865848.250000 Penalty: 2908.838867
	Iteration 84Q: 3 clusters Score -865848.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -865853.375000 Penalty: 2908.838867
	Iteration 85Q: 3 clusters Score -865853.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -865859.187500 Penalty: 2908.838867
	Iteration 86Q: 3 clusters Score -865859.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -865862.125000 Penalty: 2908.838867
	Iteration 87Q: 3 clusters Score -865862.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -865870.750000 Penalty: 2908.838867
	Iteration 88Q: 3 clusters Score -865870.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -865880.125000 Penalty: 2908.838867
	Iteration 89Q: 3 clusters Score -865880.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -865888.125000 Penalty: 2908.838867
	Iteration 90Q: 3 clusters Score -865888.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -865898.125000 Penalty: 2908.838867
	Iteration 91Q: 3 clusters Score -865898.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -865905.125000 Penalty: 2908.838867
	Iteration 92Q: 3 clusters Score -865905.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -865915.250000 Penalty: 2908.838867
	Iteration 93Q: 3 clusters Score -865915.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -865921.562500 Penalty: 2908.838867
	Iteration 94Q: 3 clusters Score -865921.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -865927.687500 Penalty: 2908.838867
	Iteration 95Q: 3 clusters Score -865927.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -865933.437500 Penalty: 2908.838867
	Iteration 96Q: 3 clusters Score -865933.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -865937.312500 Penalty: 2908.838867
	Iteration 97Q: 3 clusters Score -865937.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -865938.312500 Penalty: 2908.838867
	Iteration 98Q: 3 clusters Score -865938.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -865942.125000 Penalty: 2908.838867
	Iteration 99Q: 3 clusters Score -865942.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -865946.250000 Penalty: 2908.838867
	Iteration 100F: 3 clusters Score -865946.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -865948.625000 Penalty: 2908.838867
	Iteration 101Q: 3 clusters Score -865948.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -865952.187500 Penalty: 2908.838867
	Iteration 102Q: 3 clusters Score -865952.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -865953.437500 Penalty: 2908.838867
	Iteration 103Q: 3 clusters Score -865953.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -865954.500000 Penalty: 2908.838867
	Iteration 104Q: 3 clusters Score -865954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -865956.812500 Penalty: 2908.838867
	Iteration 105Q: 3 clusters Score -865956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -865957.125000 Penalty: 2908.838867
	Iteration 106Q: 3 clusters Score -865957.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -865958.375000 Penalty: 2908.838867
	Iteration 107Q: 3 clusters Score -865958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -865960.125000 Penalty: 2908.838867
	Iteration 108Q: 3 clusters Score -865960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -865959.562500 Penalty: 2908.838867
	Iteration 109Q: 3 clusters Score -865959.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -865959.750000 Penalty: 2908.838867
	Iteration 110Q: 3 clusters Score -865959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -865961.625000 Penalty: 2908.838867
	Iteration 111Q: 3 clusters Score -865961.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -865962.812500 Penalty: 2908.838867
	Iteration 112Q: 3 clusters Score -865962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -865961.312500 Penalty: 2908.838867
	Iteration 113Q: 3 clusters Score -865961.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -865964.125000 Penalty: 2908.838867
	Iteration 114Q: 3 clusters Score -865964.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -865964.250000 Penalty: 2908.838867
	Iteration 115Q: 3 clusters Score -865964.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -865966.062500 Penalty: 2908.838867
	Iteration 116Q: 3 clusters Score -865966.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -865968.000000 Penalty: 2908.838867
	Iteration 117Q: 3 clusters Score -865968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -865969.437500 Penalty: 2908.838867
	Iteration 118Q: 3 clusters Score -865969.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -865971.187500 Penalty: 2908.838867
	Iteration 119Q: 3 clusters Score -865971.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -865974.437500 Penalty: 2908.838867
	Iteration 120F: 3 clusters Score -865974.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -865976.125000 Penalty: 2908.838867
	Iteration 121Q: 3 clusters Score -865976.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -865975.187500 Penalty: 2908.838867
	Iteration 122Q: 3 clusters Score -865975.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -865975.937500 Penalty: 2908.838867
	Iteration 123Q: 3 clusters Score -865975.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -865979.937500 Penalty: 2908.838867
	Iteration 124Q: 3 clusters Score -865979.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -865977.625000 Penalty: 2908.838867
	Iteration 125Q: 3 clusters Score -865977.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -865985.812500 Penalty: 2908.838867
	Iteration 126Q: 3 clusters Score -865985.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -865988.875000 Penalty: 2908.838867
	Iteration 127Q: 3 clusters Score -865988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -865991.562500 Penalty: 2908.838867
	Iteration 128Q: 3 clusters Score -865991.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -865994.125000 Penalty: 2908.838867
	Iteration 129Q: 3 clusters Score -865994.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -865998.375000 Penalty: 2908.838867
	Iteration 130Q: 3 clusters Score -865998.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -866002.312500 Penalty: 2908.838867
	Iteration 131Q: 3 clusters Score -866002.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -866006.687500 Penalty: 2908.838867
	Iteration 132Q: 3 clusters Score -866006.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -866011.250000 Penalty: 2908.838867
	Iteration 133Q: 3 clusters Score -866011.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -866017.625000 Penalty: 2908.838867
	Iteration 134Q: 3 clusters Score -866017.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -866026.875000 Penalty: 2908.838867
	Iteration 135Q: 3 clusters Score -866026.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -866033.375000 Penalty: 2908.838867
	Iteration 136Q: 3 clusters Score -866033.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -866038.000000 Penalty: 2908.838867
	Iteration 137Q: 3 clusters Score -866038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -866043.187500 Penalty: 2908.838867
	Iteration 138Q: 3 clusters Score -866043.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -866046.062500 Penalty: 2908.838867
	Iteration 139Q: 3 clusters Score -866046.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -866050.750000 Penalty: 2908.838867
	Iteration 140F: 3 clusters Score -866050.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -866055.437500 Penalty: 2908.838867
	Iteration 141Q: 3 clusters Score -866055.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -866062.062500 Penalty: 2908.838867
	Iteration 142Q: 3 clusters Score -866062.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -866068.500000 Penalty: 2908.838867
	Iteration 143Q: 3 clusters Score -866068.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -866071.187500 Penalty: 2908.838867
	Iteration 144Q: 3 clusters Score -866071.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -866081.562500 Penalty: 2908.838867
	Iteration 145Q: 3 clusters Score -866081.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -866090.125000 Penalty: 2908.838867
	Iteration 146Q: 3 clusters Score -866090.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -866104.187500 Penalty: 2908.838867
	Iteration 147Q: 3 clusters Score -866104.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -866115.937500 Penalty: 2908.838867
	Iteration 148Q: 3 clusters Score -866115.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -866128.687500 Penalty: 2908.838867
	Iteration 149Q: 3 clusters Score -866128.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -866143.625000 Penalty: 2908.838867
	Iteration 150Q: 3 clusters Score -866143.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -866153.625000 Penalty: 2908.838867
	Iteration 151Q: 3 clusters Score -866153.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -866166.500000 Penalty: 2908.838867
	Iteration 152Q: 3 clusters Score -866166.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -866176.000000 Penalty: 2908.838867
	Iteration 153Q: 3 clusters Score -866176 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -866190.750000 Penalty: 2908.838867
	Iteration 154Q: 3 clusters Score -866190.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -866210.125000 Penalty: 2908.838867
	Iteration 155Q: 3 clusters Score -866210.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -866232.250000 Penalty: 2908.838867
	Iteration 156Q: 3 clusters Score -866232.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -866252.687500 Penalty: 2908.838867
	Iteration 157Q: 3 clusters Score -866252.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -866273.125000 Penalty: 2908.838867
	Iteration 158Q: 3 clusters Score -866273.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -866296.812500 Penalty: 2908.838867
	Iteration 159Q: 3 clusters Score -866296.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -866311.250000 Penalty: 2908.838867
	Iteration 160F: 3 clusters Score -866311.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -866323.437500 Penalty: 2908.838867
	Iteration 161Q: 3 clusters Score -866323.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -866334.437500 Penalty: 2908.838867
	Iteration 162Q: 3 clusters Score -866334.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -866345.937500 Penalty: 2908.838867
	Iteration 163Q: 3 clusters Score -866345.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -866356.875000 Penalty: 2908.838867
	Iteration 164Q: 3 clusters Score -866356.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -866373.125000 Penalty: 2908.838867
	Iteration 165Q: 3 clusters Score -866373.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -866381.937500 Penalty: 2908.838867
	Iteration 166Q: 3 clusters Score -866381.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -866393.937500 Penalty: 2908.838867
	Iteration 167Q: 3 clusters Score -866393.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -866405.187500 Penalty: 2908.838867
	Iteration 168Q: 3 clusters Score -866405.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -866412.000000 Penalty: 2908.838867
	Iteration 169Q: 3 clusters Score -866412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -866419.562500 Penalty: 2908.838867
	Iteration 170Q: 3 clusters Score -866419.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -866425.937500 Penalty: 2908.838867
	Iteration 171Q: 3 clusters Score -866425.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -866427.187500 Penalty: 2908.838867
	Iteration 172Q: 3 clusters Score -866427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -866430.687500 Penalty: 2908.838867
	Iteration 173Q: 3 clusters Score -866430.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -866434.312500 Penalty: 2908.838867
	Iteration 174Q: 3 clusters Score -866434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -866436.500000 Penalty: 2908.838867
	Iteration 175Q: 3 clusters Score -866436.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -866439.937500 Penalty: 2908.838867
	Iteration 176Q: 3 clusters Score -866439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -866439.125000 Penalty: 2908.838867
	Iteration 177Q: 3 clusters Score -866439.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -866439.250000 Penalty: 2908.838867
	Iteration 178Q: 3 clusters Score -866439.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -866437.687500 Penalty: 2908.838867
	Iteration 179Q: 3 clusters Score -866437.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -866438.375000 Penalty: 2908.838867
	Iteration 180F: 3 clusters Score -866438.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Entering Unmasked Estep 
Score: -212059.093750 Penalty: 1220.711548
	Iteration 0F: 2 clusters Score -212059.1 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 948 members 
Entering Unmasked Estep 
Score: -210066.953125 Penalty: 2441.423096
	Iteration 0F: 3 clusters Score -210067 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -210446.390625 Penalty: 2441.423096
	Iteration 1F: 3 clusters Score -210446.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -210556.296875 Penalty: 2441.423096
	Iteration 2F: 3 clusters Score -210556.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -210623.078125 Penalty: 2441.423096
	Iteration 3Q: 3 clusters Score -210623.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -210667.687500 Penalty: 2441.423096
	Iteration 4Q: 3 clusters Score -210667.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210698.562500 Penalty: 2441.423096
	Iteration 5Q: 3 clusters Score -210698.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -210716.671875 Penalty: 2441.423096
	Iteration 6Q: 3 clusters Score -210716.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210732.281250 Penalty: 2441.423096
	Iteration 7Q: 3 clusters Score -210732.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210744.812500 Penalty: 2441.423096
	Iteration 8Q: 3 clusters Score -210744.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -210753.671875 Penalty: 2441.423096
	Iteration 9Q: 3 clusters Score -210753.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -210760.515625 Penalty: 2441.423096
	Iteration 10Q: 3 clusters Score -210760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -210768.109375 Penalty: 2441.423096
	Iteration 11Q: 3 clusters Score -210768.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210770.312500 Penalty: 2441.423096
	Iteration 12Q: 3 clusters Score -210770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -210772.375000 Penalty: 2441.423096
	Iteration 13Q: 3 clusters Score -210772.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -210774.671875 Penalty: 2441.423096
	Iteration 14Q: 3 clusters Score -210774.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -210777.765625 Penalty: 2441.423096
	Iteration 15Q: 3 clusters Score -210777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -210781.906250 Penalty: 2441.423096
	Iteration 16Q: 3 clusters Score -210781.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -210783.265625 Penalty: 2441.423096
	Iteration 17Q: 3 clusters Score -210783.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -210784.234375 Penalty: 2441.423096
	Iteration 18Q: 3 clusters Score -210784.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -210785.125000 Penalty: 2441.423096
	Iteration 19Q: 3 clusters Score -210785.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -210785.937500 Penalty: 2441.423096
	Iteration 20F: 3 clusters Score -210785.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210786.437500 Penalty: 2441.423096
	Iteration 21Q: 3 clusters Score -210786.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -210786.437500 Penalty: 2441.423096
	Iteration 22F: 3 clusters Score -210786.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Entering Unmasked Estep 
Score: -96853.882812 Penalty: 1102.290283
	Iteration 0F: 2 clusters Score -96853.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -95492.023438 Penalty: 2204.580566
	Iteration 0F: 3 clusters Score -95492.02 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -95727.593750 Penalty: 2204.580566
	Iteration 1F: 3 clusters Score -95727.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -95820.539062 Penalty: 2204.580566
	Iteration 2F: 3 clusters Score -95820.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -95883.726562 Penalty: 2204.580566
	Iteration 3F: 3 clusters Score -95883.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -95918.085938 Penalty: 2204.580566
	Iteration 4Q: 3 clusters Score -95918.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -95945.140625 Penalty: 2204.580566
	Iteration 5Q: 3 clusters Score -95945.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -95965.484375 Penalty: 2204.580566
	Iteration 6Q: 3 clusters Score -95965.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -95983.695312 Penalty: 2204.580566
	Iteration 7Q: 3 clusters Score -95983.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95998.664062 Penalty: 2204.580566
	Iteration 8Q: 3 clusters Score -95998.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96006.328125 Penalty: 2204.580566
	Iteration 9Q: 3 clusters Score -96006.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -96012.132812 Penalty: 2204.580566
	Iteration 10Q: 3 clusters Score -96012.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -96020.734375 Penalty: 2204.580566
	Iteration 11Q: 3 clusters Score -96020.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96037.296875 Penalty: 2204.580566
	Iteration 12Q: 3 clusters Score -96037.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -96049.062500 Penalty: 2204.580566
	Iteration 13Q: 3 clusters Score -96049.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -96058.718750 Penalty: 2204.580566
	Iteration 14Q: 3 clusters Score -96058.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -96064.031250 Penalty: 2204.580566
	Iteration 15Q: 3 clusters Score -96064.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -96065.984375 Penalty: 2204.580566
	Iteration 16Q: 3 clusters Score -96065.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -96065.984375 Penalty: 2204.580566
	Iteration 17F: 3 clusters Score -96065.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Entering Unmasked Estep 
Score: -609109.437500 Penalty: 1397.569946
	Iteration 0F: 2 clusters Score -609109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -604841.062500 Penalty: 2795.139893
	Iteration 0F: 3 clusters Score -604841.1 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -605985.125000 Penalty: 2795.139893
	Iteration 1F: 3 clusters Score -605985.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -606161.812500 Penalty: 2795.139893
	Iteration 2F: 3 clusters Score -606161.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -606306.187500 Penalty: 2795.139893
	Iteration 3F: 3 clusters Score -606306.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -606443.000000 Penalty: 2795.139893
	Iteration 4Q: 3 clusters Score -606443 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -606557.000000 Penalty: 2795.139893
	Iteration 5Q: 3 clusters Score -606557 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -606654.000000 Penalty: 2795.139893
	Iteration 6Q: 3 clusters Score -606654 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -606743.125000 Penalty: 2795.139893
	Iteration 7Q: 3 clusters Score -606743.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -606833.687500 Penalty: 2795.139893
	Iteration 8Q: 3 clusters Score -606833.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -606933.875000 Penalty: 2795.139893
	Iteration 9Q: 3 clusters Score -606933.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -607051.375000 Penalty: 2795.139893
	Iteration 10Q: 3 clusters Score -607051.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -607190.562500 Penalty: 2795.139893
	Iteration 11Q: 3 clusters Score -607190.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -607339.875000 Penalty: 2795.139893
	Iteration 12Q: 3 clusters Score -607339.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -607538.062500 Penalty: 2795.139893
	Iteration 13Q: 3 clusters Score -607538.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -607718.250000 Penalty: 2795.139893
	Iteration 14Q: 3 clusters Score -607718.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -607852.187500 Penalty: 2795.139893
	Iteration 15Q: 3 clusters Score -607852.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -607957.500000 Penalty: 2795.139893
	Iteration 16Q: 3 clusters Score -607957.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -608040.500000 Penalty: 2795.139893
	Iteration 17Q: 3 clusters Score -608040.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -608088.062500 Penalty: 2795.139893
	Iteration 18Q: 3 clusters Score -608088.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -608119.125000 Penalty: 2795.139893
	Iteration 19Q: 3 clusters Score -608119.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -608145.437500 Penalty: 2795.139893
	Iteration 20F: 3 clusters Score -608145.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -608161.875000 Penalty: 2795.139893
	Iteration 21Q: 3 clusters Score -608161.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -608170.500000 Penalty: 2795.139893
	Iteration 22Q: 3 clusters Score -608170.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -608177.562500 Penalty: 2795.139893
	Iteration 23Q: 3 clusters Score -608177.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -608178.375000 Penalty: 2795.139893
	Iteration 24Q: 3 clusters Score -608178.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -608178.875000 Penalty: 2795.139893
	Iteration 25Q: 3 clusters Score -608178.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -608178.125000 Penalty: 2795.139893
	Iteration 26Q: 3 clusters Score -608178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -608179.000000 Penalty: 2795.139893
	Iteration 27Q: 3 clusters Score -608179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -608179.812500 Penalty: 2795.139893
	Iteration 28Q: 3 clusters Score -608179.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -608179.812500 Penalty: 2795.139893
	Iteration 29F: 3 clusters Score -608179.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Entering Unmasked Estep 
Score: -756571.375000 Penalty: 1425.448486
	Iteration 0F: 2 clusters Score -756571.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -751639.062500 Penalty: 2850.896973
	Iteration 0F: 3 clusters Score -751639.1 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -753032.562500 Penalty: 2850.896973
	Iteration 1F: 3 clusters Score -753032.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -753242.875000 Penalty: 2850.896973
	Iteration 2F: 3 clusters Score -753242.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -753420.062500 Penalty: 2850.896973
	Iteration 3F: 3 clusters Score -753420.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -753598.687500 Penalty: 2850.896973
	Iteration 4F: 3 clusters Score -753598.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -753742.062500 Penalty: 2850.896973
	Iteration 5Q: 3 clusters Score -753742.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -753887.500000 Penalty: 2850.896973
	Iteration 6Q: 3 clusters Score -753887.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -754036.187500 Penalty: 2850.896973
	Iteration 7Q: 3 clusters Score -754036.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -754195.312500 Penalty: 2850.896973
	Iteration 8Q: 3 clusters Score -754195.3 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -754343.250000 Penalty: 2850.896973
	Iteration 9Q: 3 clusters Score -754343.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -754485.437500 Penalty: 2850.896973
	Iteration 10Q: 3 clusters Score -754485.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -754638.625000 Penalty: 2850.896973
	Iteration 11Q: 3 clusters Score -754638.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -754790.375000 Penalty: 2850.896973
	Iteration 12Q: 3 clusters Score -754790.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -754941.375000 Penalty: 2850.896973
	Iteration 13Q: 3 clusters Score -754941.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -755059.562500 Penalty: 2850.896973
	Iteration 14Q: 3 clusters Score -755059.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -755146.625000 Penalty: 2850.896973
	Iteration 15Q: 3 clusters Score -755146.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -755201.187500 Penalty: 2850.896973
	Iteration 16Q: 3 clusters Score -755201.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -755239.500000 Penalty: 2850.896973
	Iteration 17Q: 3 clusters Score -755239.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -755264.625000 Penalty: 2850.896973
	Iteration 18Q: 3 clusters Score -755264.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -755283.687500 Penalty: 2850.896973
	Iteration 19Q: 3 clusters Score -755283.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -755305.750000 Penalty: 2850.896973
	Iteration 20F: 3 clusters Score -755305.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -755321.687500 Penalty: 2850.896973
	Iteration 21Q: 3 clusters Score -755321.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -755330.062500 Penalty: 2850.896973
	Iteration 22Q: 3 clusters Score -755330.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -755340.687500 Penalty: 2850.896973
	Iteration 23Q: 3 clusters Score -755340.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -755349.875000 Penalty: 2850.896973
	Iteration 24Q: 3 clusters Score -755349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -755353.437500 Penalty: 2850.896973
	Iteration 25Q: 3 clusters Score -755353.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -755357.250000 Penalty: 2850.896973
	Iteration 26Q: 3 clusters Score -755357.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -755358.562500 Penalty: 2850.896973
	Iteration 27Q: 3 clusters Score -755358.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -755361.812500 Penalty: 2850.896973
	Iteration 28Q: 3 clusters Score -755361.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -755363.500000 Penalty: 2850.896973
	Iteration 29Q: 3 clusters Score -755363.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -755366.250000 Penalty: 2850.896973
	Iteration 30Q: 3 clusters Score -755366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -755369.562500 Penalty: 2850.896973
	Iteration 31Q: 3 clusters Score -755369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -755370.250000 Penalty: 2850.896973
	Iteration 32Q: 3 clusters Score -755370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -755372.312500 Penalty: 2850.896973
	Iteration 33Q: 3 clusters Score -755372.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -755372.937500 Penalty: 2850.896973
	Iteration 34Q: 3 clusters Score -755372.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -755372.937500 Penalty: 2850.896973
	Iteration 35F: 3 clusters Score -755372.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (9797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Entering Unmasked Estep 
Score: -1101191.625000 Penalty: 1493.347656
	Iteration 0F: 2 clusters Score -1101192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1094235.875000 Penalty: 2986.695312
	Iteration 0F: 3 clusters Score -1094236 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1096907.250000 Penalty: 2986.695312
	Iteration 1F: 3 clusters Score -1096907 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1097761.375000 Penalty: 2986.695312
	Iteration 2F: 3 clusters Score -1097761 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1098671.125000 Penalty: 2986.695312
	Iteration 3F: 3 clusters Score -1098671 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1099532.375000 Penalty: 2986.695312
	Iteration 4F: 3 clusters Score -1099532 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1100130.750000 Penalty: 2986.695312
	Iteration 5F: 3 clusters Score -1100131 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1100498.875000 Penalty: 2986.695312
	Iteration 6F: 3 clusters Score -1100499 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1100720.375000 Penalty: 2986.695312
	Iteration 7Q: 3 clusters Score -1100720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1100858.625000 Penalty: 2986.695312
	Iteration 8Q: 3 clusters Score -1100859 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1100975.625000 Penalty: 2986.695312
	Iteration 9Q: 3 clusters Score -1100976 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1101057.750000 Penalty: 2986.695312
	Iteration 10Q: 3 clusters Score -1101058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1101111.875000 Penalty: 2986.695312
	Iteration 11Q: 3 clusters Score -1101112 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1101160.000000 Penalty: 2986.695312
	Iteration 12Q: 3 clusters Score -1101160 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -1101184.375000 Penalty: 2986.695312
	Iteration 13Q: 3 clusters Score -1101184 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1101205.125000 Penalty: 2986.695312
	Iteration 14Q: 3 clusters Score -1101205 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1101221.625000 Penalty: 2986.695312
	Iteration 15Q: 3 clusters Score -1101222 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1101231.875000 Penalty: 2986.695312
	Iteration 16Q: 3 clusters Score -1101232 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1101240.625000 Penalty: 2986.695312
	Iteration 17Q: 3 clusters Score -1101241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1101250.250000 Penalty: 2986.695312
	Iteration 18Q: 3 clusters Score -1101250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1101256.500000 Penalty: 2986.695312
	Iteration 19Q: 3 clusters Score -1101256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1101261.000000 Penalty: 2986.695312
	Iteration 20F: 3 clusters Score -1101261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1101260.375000 Penalty: 2986.695312
	Iteration 21Q: 3 clusters Score -1101260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1101261.875000 Penalty: 2986.695312
	Iteration 22Q: 3 clusters Score -1101262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1101263.750000 Penalty: 2986.695312
	Iteration 23Q: 3 clusters Score -1101264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1101271.625000 Penalty: 2986.695312
	Iteration 24Q: 3 clusters Score -1101272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1101275.375000 Penalty: 2986.695312
	Iteration 25Q: 3 clusters Score -1101275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -1101280.750000 Penalty: 2986.695312
	Iteration 26Q: 3 clusters Score -1101281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1101281.750000 Penalty: 2986.695312
	Iteration 27Q: 3 clusters Score -1101282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1101282.500000 Penalty: 2986.695312
	Iteration 28Q: 3 clusters Score -1101282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1101283.625000 Penalty: 2986.695312
	Iteration 29Q: 3 clusters Score -1101284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1101285.375000 Penalty: 2986.695312
	Iteration 30Q: 3 clusters Score -1101285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1101284.625000 Penalty: 2986.695312
	Iteration 31Q: 3 clusters Score -1101285 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -1101285.375000 Penalty: 2986.695312
	Iteration 32Q: 3 clusters Score -1101285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1101287.125000 Penalty: 2986.695312
	Iteration 33Q: 3 clusters Score -1101287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1101291.125000 Penalty: 2986.695312
	Iteration 34Q: 3 clusters Score -1101291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1101292.750000 Penalty: 2986.695312
	Iteration 35Q: 3 clusters Score -1101293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1101295.875000 Penalty: 2986.695312
	Iteration 36Q: 3 clusters Score -1101296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1101293.625000 Penalty: 2986.695312
	Iteration 37Q: 3 clusters Score -1101294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -1101293.375000 Penalty: 2986.695312
	Iteration 38Q: 3 clusters Score -1101293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1101294.625000 Penalty: 2986.695312
	Iteration 39Q: 3 clusters Score -1101295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1101294.625000 Penalty: 2986.695312
	Iteration 40F: 3 clusters Score -1101295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88163 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 8675 members 
Entering Unmasked Estep 
Score: -40153408.000000 Penalty: 93588.375000
Splitting cluster 6 changes total score from -40153776.000000 to -40153408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (1476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Entering Unmasked Estep 
Score: -161669.421875 Penalty: 1185.777344
	Iteration 0F: 2 clusters Score -161669.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -159931.375000 Penalty: 2371.554688
	Iteration 0F: 3 clusters Score -159931.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -160359.953125 Penalty: 2371.554688
	Iteration 1F: 3 clusters Score -160360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -160521.812500 Penalty: 2371.554688
	Iteration 2F: 3 clusters Score -160521.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -160613.828125 Penalty: 2371.554688
	Iteration 3F: 3 clusters Score -160613.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -160675.265625 Penalty: 2371.554688
	Iteration 4Q: 3 clusters Score -160675.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -160738.046875 Penalty: 2371.554688
	Iteration 5Q: 3 clusters Score -160738 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -160799.406250 Penalty: 2371.554688
	Iteration 6Q: 3 clusters Score -160799.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -160855.984375 Penalty: 2371.554688
	Iteration 7Q: 3 clusters Score -160856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -160913.828125 Penalty: 2371.554688
	Iteration 8Q: 3 clusters Score -160913.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -160962.609375 Penalty: 2371.554688
	Iteration 9Q: 3 clusters Score -160962.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -161005.968750 Penalty: 2371.554688
	Iteration 10Q: 3 clusters Score -161006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -161030.750000 Penalty: 2371.554688
	Iteration 11Q: 3 clusters Score -161030.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -161037.984375 Penalty: 2371.554688
	Iteration 12Q: 3 clusters Score -161038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -161043.078125 Penalty: 2371.554688
	Iteration 13Q: 3 clusters Score -161043.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -161046.296875 Penalty: 2371.554688
	Iteration 14Q: 3 clusters Score -161046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -161048.593750 Penalty: 2371.554688
	Iteration 15Q: 3 clusters Score -161048.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -161049.828125 Penalty: 2371.554688
	Iteration 16Q: 3 clusters Score -161049.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -161053.500000 Penalty: 2371.554688
	Iteration 17Q: 3 clusters Score -161053.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -161060.171875 Penalty: 2371.554688
	Iteration 18Q: 3 clusters Score -161060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -161070.046875 Penalty: 2371.554688
	Iteration 19Q: 3 clusters Score -161070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161073.031250 Penalty: 2371.554688
	Iteration 20F: 3 clusters Score -161073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161075.031250 Penalty: 2371.554688
	Iteration 21Q: 3 clusters Score -161075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161078.375000 Penalty: 2371.554688
	Iteration 22Q: 3 clusters Score -161078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161081.000000 Penalty: 2371.554688
	Iteration 23Q: 3 clusters Score -161081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -161086.375000 Penalty: 2371.554688
	Iteration 24Q: 3 clusters Score -161086.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -161092.906250 Penalty: 2371.554688
	Iteration 25Q: 3 clusters Score -161092.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -161098.234375 Penalty: 2371.554688
	Iteration 26Q: 3 clusters Score -161098.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -161104.421875 Penalty: 2371.554688
	Iteration 27Q: 3 clusters Score -161104.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161108.828125 Penalty: 2371.554688
	Iteration 28Q: 3 clusters Score -161108.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161109.671875 Penalty: 2371.554688
	Iteration 29Q: 3 clusters Score -161109.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -161111.109375 Penalty: 2371.554688
	Iteration 30Q: 3 clusters Score -161111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -161113.968750 Penalty: 2371.554688
	Iteration 31Q: 3 clusters Score -161114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161114.921875 Penalty: 2371.554688
	Iteration 32Q: 3 clusters Score -161114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -161114.921875 Penalty: 2371.554688
	Iteration 33F: 3 clusters Score -161114.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Entering Unmasked Estep 
Score: -242498.046875 Penalty: 1274.050903
	Iteration 0F: 2 clusters Score -242498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -240112.281250 Penalty: 2548.101807
	Iteration 0F: 3 clusters Score -240112.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -241046.078125 Penalty: 2548.101807
	Iteration 1F: 3 clusters Score -241046.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -241659.531250 Penalty: 2548.101807
	Iteration 2F: 3 clusters Score -241659.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -242100.187500 Penalty: 2548.101807
	Iteration 3F: 3 clusters Score -242100.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -242402.109375 Penalty: 2548.101807
	Iteration 4F: 3 clusters Score -242402.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -242557.671875 Penalty: 2548.101807
	Iteration 5Q: 3 clusters Score -242557.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -242661.390625 Penalty: 2548.101807
	Iteration 6Q: 3 clusters Score -242661.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -242710.593750 Penalty: 2548.101807
	Iteration 7Q: 3 clusters Score -242710.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -242757.046875 Penalty: 2548.101807
	Iteration 8Q: 3 clusters Score -242757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -242787.937500 Penalty: 2548.101807
	Iteration 9Q: 3 clusters Score -242787.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -242819.390625 Penalty: 2548.101807
	Iteration 10Q: 3 clusters Score -242819.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -242844.187500 Penalty: 2548.101807
	Iteration 11Q: 3 clusters Score -242844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -242856.484375 Penalty: 2548.101807
	Iteration 12Q: 3 clusters Score -242856.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -242863.359375 Penalty: 2548.101807
	Iteration 13Q: 3 clusters Score -242863.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -242866.250000 Penalty: 2548.101807
	Iteration 14Q: 3 clusters Score -242866.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -242867.078125 Penalty: 2548.101807
	Iteration 15Q: 3 clusters Score -242867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242867.718750 Penalty: 2548.101807
	Iteration 16Q: 3 clusters Score -242867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -242867.718750 Penalty: 2548.101807
	Iteration 17F: 3 clusters Score -242867.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 862 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 2011 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88163 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 1679 members 
Entering Unmasked Estep 
Score: -40153332.000000 Penalty: 93588.375000
Splitting cluster 8 changes total score from -40153776.000000 to -40153332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -1374498.250000 Penalty: 1526.050049
	Iteration 0F: 2 clusters Score -1374498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1366103.500000 Penalty: 3052.100098
	Iteration 0F: 3 clusters Score -1366104 nChanged 5221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1368770.375000 Penalty: 3052.100098
	Iteration 1F: 3 clusters Score -1368770 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -1369051.250000 Penalty: 3052.100098
	Iteration 2F: 3 clusters Score -1369051 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1369270.125000 Penalty: 3052.100098
	Iteration 3Q: 3 clusters Score -1369270 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1369459.000000 Penalty: 3052.100098
	Iteration 4Q: 3 clusters Score -1369459 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1369633.875000 Penalty: 3052.100098
	Iteration 5Q: 3 clusters Score -1369634 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1369796.125000 Penalty: 3052.100098
	Iteration 6Q: 3 clusters Score -1369796 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1369953.375000 Penalty: 3052.100098
	Iteration 7Q: 3 clusters Score -1369953 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1370122.500000 Penalty: 3052.100098
	Iteration 8Q: 3 clusters Score -1370122 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1370336.750000 Penalty: 3052.100098
	Iteration 9Q: 3 clusters Score -1370337 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1370574.375000 Penalty: 3052.100098
	Iteration 10Q: 3 clusters Score -1370574 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1370847.750000 Penalty: 3052.100098
	Iteration 11Q: 3 clusters Score -1370848 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1371186.875000 Penalty: 3052.100098
	Iteration 12Q: 3 clusters Score -1371187 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1371500.625000 Penalty: 3052.100098
	Iteration 13Q: 3 clusters Score -1371501 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1371770.625000 Penalty: 3052.100098
	Iteration 14Q: 3 clusters Score -1371771 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1372042.000000 Penalty: 3052.100098
	Iteration 15Q: 3 clusters Score -1372042 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1372267.625000 Penalty: 3052.100098
	Iteration 16Q: 3 clusters Score -1372268 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1372424.875000 Penalty: 3052.100098
	Iteration 17Q: 3 clusters Score -1372425 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1372535.625000 Penalty: 3052.100098
	Iteration 18Q: 3 clusters Score -1372536 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1372640.500000 Penalty: 3052.100098
	Iteration 19Q: 3 clusters Score -1372640 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1372738.250000 Penalty: 3052.100098
	Iteration 20F: 3 clusters Score -1372738 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1372815.000000 Penalty: 3052.100098
	Iteration 21Q: 3 clusters Score -1372815 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1372887.000000 Penalty: 3052.100098
	Iteration 22Q: 3 clusters Score -1372887 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1372955.750000 Penalty: 3052.100098
	Iteration 23Q: 3 clusters Score -1372956 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1373003.500000 Penalty: 3052.100098
	Iteration 24Q: 3 clusters Score -1373004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1373037.375000 Penalty: 3052.100098
	Iteration 25Q: 3 clusters Score -1373037 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1373064.625000 Penalty: 3052.100098
	Iteration 26Q: 3 clusters Score -1373065 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1373090.875000 Penalty: 3052.100098
	Iteration 27Q: 3 clusters Score -1373091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1373111.625000 Penalty: 3052.100098
	Iteration 28Q: 3 clusters Score -1373112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -1373129.500000 Penalty: 3052.100098
	Iteration 29Q: 3 clusters Score -1373130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1373147.500000 Penalty: 3052.100098
	Iteration 30Q: 3 clusters Score -1373148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1373164.375000 Penalty: 3052.100098
	Iteration 31Q: 3 clusters Score -1373164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1373173.500000 Penalty: 3052.100098
	Iteration 32Q: 3 clusters Score -1373174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1373177.250000 Penalty: 3052.100098
	Iteration 33Q: 3 clusters Score -1373177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1373190.750000 Penalty: 3052.100098
	Iteration 34Q: 3 clusters Score -1373191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1373197.125000 Penalty: 3052.100098
	Iteration 35Q: 3 clusters Score -1373197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1373202.500000 Penalty: 3052.100098
	Iteration 36Q: 3 clusters Score -1373202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1373207.625000 Penalty: 3052.100098
	Iteration 37Q: 3 clusters Score -1373208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1373210.500000 Penalty: 3052.100098
	Iteration 38Q: 3 clusters Score -1373210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1373217.000000 Penalty: 3052.100098
	Iteration 39Q: 3 clusters Score -1373217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1373216.875000 Penalty: 3052.100098
	Iteration 40F: 3 clusters Score -1373217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1373222.625000 Penalty: 3052.100098
	Iteration 41Q: 3 clusters Score -1373223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1373222.750000 Penalty: 3052.100098
	Iteration 42Q: 3 clusters Score -1373223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1373224.875000 Penalty: 3052.100098
	Iteration 43Q: 3 clusters Score -1373225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1373228.500000 Penalty: 3052.100098
	Iteration 44Q: 3 clusters Score -1373228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1373228.375000 Penalty: 3052.100098
	Iteration 45Q: 3 clusters Score -1373228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1373230.000000 Penalty: 3052.100098
	Iteration 46Q: 3 clusters Score -1373230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1373230.250000 Penalty: 3052.100098
	Iteration 47Q: 3 clusters Score -1373230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1373230.000000 Penalty: 3052.100098
	Iteration 48Q: 3 clusters Score -1373230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1373230.000000 Penalty: 3052.100098
	Iteration 49F: 3 clusters Score -1373230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -315425.531250 Penalty: 1289.997437
	Iteration 0F: 2 clusters Score -315425.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -312822.968750 Penalty: 2579.994873
	Iteration 0F: 3 clusters Score -312823 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -313449.937500 Penalty: 2579.994873
	Iteration 1F: 3 clusters Score -313449.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -313579.218750 Penalty: 2579.994873
	Iteration 2F: 3 clusters Score -313579.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -313645.937500 Penalty: 2579.994873
	Iteration 3Q: 3 clusters Score -313645.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -313685.593750 Penalty: 2579.994873
	Iteration 4Q: 3 clusters Score -313685.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -313719.437500 Penalty: 2579.994873
	Iteration 5Q: 3 clusters Score -313719.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -313746.250000 Penalty: 2579.994873
	Iteration 6Q: 3 clusters Score -313746.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -313768.031250 Penalty: 2579.994873
	Iteration 7Q: 3 clusters Score -313768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -313785.593750 Penalty: 2579.994873
	Iteration 8Q: 3 clusters Score -313785.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -313804.406250 Penalty: 2579.994873
	Iteration 9Q: 3 clusters Score -313804.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -313815.875000 Penalty: 2579.994873
	Iteration 10Q: 3 clusters Score -313815.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -313826.250000 Penalty: 2579.994873
	Iteration 11Q: 3 clusters Score -313826.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -313834.593750 Penalty: 2579.994873
	Iteration 12Q: 3 clusters Score -313834.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -313844.593750 Penalty: 2579.994873
	Iteration 13Q: 3 clusters Score -313844.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -313855.593750 Penalty: 2579.994873
	Iteration 14Q: 3 clusters Score -313855.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -313868.343750 Penalty: 2579.994873
	Iteration 15Q: 3 clusters Score -313868.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -313878.968750 Penalty: 2579.994873
	Iteration 16Q: 3 clusters Score -313879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -313891.125000 Penalty: 2579.994873
	Iteration 17Q: 3 clusters Score -313891.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -313906.625000 Penalty: 2579.994873
	Iteration 18Q: 3 clusters Score -313906.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -313927.656250 Penalty: 2579.994873
	Iteration 19Q: 3 clusters Score -313927.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -313950.875000 Penalty: 2579.994873
	Iteration 20F: 3 clusters Score -313950.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -313967.062500 Penalty: 2579.994873
	Iteration 21Q: 3 clusters Score -313967.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -313984.625000 Penalty: 2579.994873
	Iteration 22Q: 3 clusters Score -313984.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -314000.375000 Penalty: 2579.994873
	Iteration 23Q: 3 clusters Score -314000.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -314013.750000 Penalty: 2579.994873
	Iteration 24Q: 3 clusters Score -314013.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -314029.312500 Penalty: 2579.994873
	Iteration 25Q: 3 clusters Score -314029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -314039.656250 Penalty: 2579.994873
	Iteration 26Q: 3 clusters Score -314039.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -314056.187500 Penalty: 2579.994873
	Iteration 27Q: 3 clusters Score -314056.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -314070.937500 Penalty: 2579.994873
	Iteration 28Q: 3 clusters Score -314070.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -314088.593750 Penalty: 2579.994873
	Iteration 29Q: 3 clusters Score -314088.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -314105.156250 Penalty: 2579.994873
	Iteration 30Q: 3 clusters Score -314105.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -314131.312500 Penalty: 2579.994873
	Iteration 31Q: 3 clusters Score -314131.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -314155.531250 Penalty: 2579.994873
	Iteration 32Q: 3 clusters Score -314155.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -314168.437500 Penalty: 2579.994873
	Iteration 33Q: 3 clusters Score -314168.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -314181.968750 Penalty: 2579.994873
	Iteration 34Q: 3 clusters Score -314182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -314195.968750 Penalty: 2579.994873
	Iteration 35Q: 3 clusters Score -314196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -314209.718750 Penalty: 2579.994873
	Iteration 36Q: 3 clusters Score -314209.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -314229.531250 Penalty: 2579.994873
	Iteration 37Q: 3 clusters Score -314229.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -314246.468750 Penalty: 2579.994873
	Iteration 38Q: 3 clusters Score -314246.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -314259.625000 Penalty: 2579.994873
	Iteration 39Q: 3 clusters Score -314259.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -314274.781250 Penalty: 2579.994873
	Iteration 40F: 3 clusters Score -314274.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -314285.687500 Penalty: 2579.994873
	Iteration 41Q: 3 clusters Score -314285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -314296.531250 Penalty: 2579.994873
	Iteration 42Q: 3 clusters Score -314296.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -314307.250000 Penalty: 2579.994873
	Iteration 43Q: 3 clusters Score -314307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -314312.812500 Penalty: 2579.994873
	Iteration 44Q: 3 clusters Score -314312.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -314317.250000 Penalty: 2579.994873
	Iteration 45Q: 3 clusters Score -314317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -314321.750000 Penalty: 2579.994873
	Iteration 46Q: 3 clusters Score -314321.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -314325.937500 Penalty: 2579.994873
	Iteration 47Q: 3 clusters Score -314325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -314328.437500 Penalty: 2579.994873
	Iteration 48Q: 3 clusters Score -314328.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -314331.593750 Penalty: 2579.994873
	Iteration 49Q: 3 clusters Score -314331.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -314333.875000 Penalty: 2579.994873
	Iteration 50Q: 3 clusters Score -314333.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -314334.781250 Penalty: 2579.994873
	Iteration 51Q: 3 clusters Score -314334.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -314336.093750 Penalty: 2579.994873
	Iteration 52Q: 3 clusters Score -314336.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -314337.687500 Penalty: 2579.994873
	Iteration 53Q: 3 clusters Score -314337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -314337.968750 Penalty: 2579.994873
	Iteration 54Q: 3 clusters Score -314338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -314339.843750 Penalty: 2579.994873
	Iteration 55Q: 3 clusters Score -314339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -314342.687500 Penalty: 2579.994873
	Iteration 56Q: 3 clusters Score -314342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -314347.468750 Penalty: 2579.994873
	Iteration 57Q: 3 clusters Score -314347.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -314355.062500 Penalty: 2579.994873
	Iteration 58Q: 3 clusters Score -314355.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -314357.250000 Penalty: 2579.994873
	Iteration 59Q: 3 clusters Score -314357.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -314357.250000 Penalty: 2579.994873
	Iteration 60F: 3 clusters Score -314357.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Entering Unmasked Estep 
Score: -1728827.750000 Penalty: 1562.264771
	Iteration 0F: 2 clusters Score -1728828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1718460.000000 Penalty: 3124.529541
	Iteration 0F: 3 clusters Score -1718460 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1722008.375000 Penalty: 3124.529541
	Iteration 1F: 3 clusters Score -1722008 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1722289.250000 Penalty: 3124.529541
	Iteration 2F: 3 clusters Score -1722289 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1722531.750000 Penalty: 3124.529541
	Iteration 3Q: 3 clusters Score -1722532 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1722788.500000 Penalty: 3124.529541
	Iteration 4Q: 3 clusters Score -1722788 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1723108.500000 Penalty: 3124.529541
	Iteration 5Q: 3 clusters Score -1723108 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1723591.375000 Penalty: 3124.529541
	Iteration 6F: 3 clusters Score -1723591 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1724236.875000 Penalty: 3124.529541
	Iteration 7F: 3 clusters Score -1724237 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1725012.125000 Penalty: 3124.529541
	Iteration 8F: 3 clusters Score -1725012 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1725825.875000 Penalty: 3124.529541
	Iteration 9F: 3 clusters Score -1725826 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1726466.250000 Penalty: 3124.529541
	Iteration 10Q: 3 clusters Score -1726466 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1726890.500000 Penalty: 3124.529541
	Iteration 11Q: 3 clusters Score -1726890 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1727127.625000 Penalty: 3124.529541
	Iteration 12Q: 3 clusters Score -1727128 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1727269.625000 Penalty: 3124.529541
	Iteration 13Q: 3 clusters Score -1727270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1727342.625000 Penalty: 3124.529541
	Iteration 14Q: 3 clusters Score -1727343 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -1727394.875000 Penalty: 3124.529541
	Iteration 15Q: 3 clusters Score -1727395 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1727430.875000 Penalty: 3124.529541
	Iteration 16Q: 3 clusters Score -1727431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1727452.000000 Penalty: 3124.529541
	Iteration 17Q: 3 clusters Score -1727452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1727468.375000 Penalty: 3124.529541
	Iteration 18Q: 3 clusters Score -1727468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1727478.750000 Penalty: 3124.529541
	Iteration 19Q: 3 clusters Score -1727479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1727487.750000 Penalty: 3124.529541
	Iteration 20F: 3 clusters Score -1727488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1727495.500000 Penalty: 3124.529541
	Iteration 21Q: 3 clusters Score -1727496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1727501.000000 Penalty: 3124.529541
	Iteration 22Q: 3 clusters Score -1727501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1727501.125000 Penalty: 3124.529541
	Iteration 23Q: 3 clusters Score -1727501 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -1727501.125000 Penalty: 3124.529541
	Iteration 24F: 3 clusters Score -1727501 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -1091229.125000 Penalty: 1487.281128
	Iteration 0F: 2 clusters Score -1091229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1084426.375000 Penalty: 2974.562256
	Iteration 0F: 3 clusters Score -1084426 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1086558.000000 Penalty: 2974.562256
	Iteration 1F: 3 clusters Score -1086558 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1086792.750000 Penalty: 2974.562256
	Iteration 2F: 3 clusters Score -1086793 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1086982.875000 Penalty: 2974.562256
	Iteration 3Q: 3 clusters Score -1086983 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1087160.500000 Penalty: 2974.562256
	Iteration 4Q: 3 clusters Score -1087160 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1087334.250000 Penalty: 2974.562256
	Iteration 5Q: 3 clusters Score -1087334 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -1087526.375000 Penalty: 2974.562256
	Iteration 6Q: 3 clusters Score -1087526 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1087708.250000 Penalty: 2974.562256
	Iteration 7Q: 3 clusters Score -1087708 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1087875.000000 Penalty: 2974.562256
	Iteration 8Q: 3 clusters Score -1087875 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1088019.000000 Penalty: 2974.562256
	Iteration 9Q: 3 clusters Score -1088019 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1088146.375000 Penalty: 2974.562256
	Iteration 10Q: 3 clusters Score -1088146 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1088246.000000 Penalty: 2974.562256
	Iteration 11Q: 3 clusters Score -1088246 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1088332.750000 Penalty: 2974.562256
	Iteration 12Q: 3 clusters Score -1088333 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1088412.500000 Penalty: 2974.562256
	Iteration 13Q: 3 clusters Score -1088412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1088479.000000 Penalty: 2974.562256
	Iteration 14Q: 3 clusters Score -1088479 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1088538.500000 Penalty: 2974.562256
	Iteration 15Q: 3 clusters Score -1088538 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1088596.500000 Penalty: 2974.562256
	Iteration 16Q: 3 clusters Score -1088596 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1088649.375000 Penalty: 2974.562256
	Iteration 17Q: 3 clusters Score -1088649 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -1088706.750000 Penalty: 2974.562256
	Iteration 18Q: 3 clusters Score -1088707 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1088771.875000 Penalty: 2974.562256
	Iteration 19Q: 3 clusters Score -1088772 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1088831.250000 Penalty: 2974.562256
	Iteration 20F: 3 clusters Score -1088831 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1088899.250000 Penalty: 2974.562256
	Iteration 21Q: 3 clusters Score -1088899 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1088981.125000 Penalty: 2974.562256
	Iteration 22Q: 3 clusters Score -1088981 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1089069.125000 Penalty: 2974.562256
	Iteration 23Q: 3 clusters Score -1089069 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1089166.500000 Penalty: 2974.562256
	Iteration 24Q: 3 clusters Score -1089166 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1089250.750000 Penalty: 2974.562256
	Iteration 25Q: 3 clusters Score -1089251 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1089327.000000 Penalty: 2974.562256
	Iteration 26Q: 3 clusters Score -1089327 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1089411.875000 Penalty: 2974.562256
	Iteration 27Q: 3 clusters Score -1089412 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1089509.125000 Penalty: 2974.562256
	Iteration 28Q: 3 clusters Score -1089509 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1089607.500000 Penalty: 2974.562256
	Iteration 29Q: 3 clusters Score -1089608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1089701.125000 Penalty: 2974.562256
	Iteration 30Q: 3 clusters Score -1089701 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1089799.625000 Penalty: 2974.562256
	Iteration 31Q: 3 clusters Score -1089800 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1089899.250000 Penalty: 2974.562256
	Iteration 32Q: 3 clusters Score -1089899 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1089967.500000 Penalty: 2974.562256
	Iteration 33Q: 3 clusters Score -1089968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1090023.250000 Penalty: 2974.562256
	Iteration 34Q: 3 clusters Score -1090023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1090068.375000 Penalty: 2974.562256
	Iteration 35Q: 3 clusters Score -1090068 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1090098.250000 Penalty: 2974.562256
	Iteration 36Q: 3 clusters Score -1090098 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1090123.750000 Penalty: 2974.562256
	Iteration 37Q: 3 clusters Score -1090124 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1090144.250000 Penalty: 2974.562256
	Iteration 38Q: 3 clusters Score -1090144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1090163.625000 Penalty: 2974.562256
	Iteration 39Q: 3 clusters Score -1090164 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1090172.000000 Penalty: 2974.562256
	Iteration 40F: 3 clusters Score -1090172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1090178.250000 Penalty: 2974.562256
	Iteration 41Q: 3 clusters Score -1090178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1090183.625000 Penalty: 2974.562256
	Iteration 42Q: 3 clusters Score -1090184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1090188.375000 Penalty: 2974.562256
	Iteration 43Q: 3 clusters Score -1090188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1090190.250000 Penalty: 2974.562256
	Iteration 44Q: 3 clusters Score -1090190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1090196.125000 Penalty: 2974.562256
	Iteration 45Q: 3 clusters Score -1090196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1090201.625000 Penalty: 2974.562256
	Iteration 46Q: 3 clusters Score -1090202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1090206.000000 Penalty: 2974.562256
	Iteration 47Q: 3 clusters Score -1090206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1090206.375000 Penalty: 2974.562256
	Iteration 48Q: 3 clusters Score -1090206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1090206.625000 Penalty: 2974.562256
	Iteration 49Q: 3 clusters Score -1090207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1090207.125000 Penalty: 2974.562256
	Iteration 50Q: 3 clusters Score -1090207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1090207.125000 Penalty: 2974.562256
	Iteration 51F: 3 clusters Score -1090207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Entering Unmasked Estep 
Score: -876949.000000 Penalty: 1452.191284
	Iteration 0F: 2 clusters Score -876949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -871332.625000 Penalty: 2904.382568
	Iteration 0F: 3 clusters Score -871332.6 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -873016.250000 Penalty: 2904.382568
	Iteration 1F: 3 clusters Score -873016.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -873214.812500 Penalty: 2904.382568
	Iteration 2F: 3 clusters Score -873214.8 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -873362.750000 Penalty: 2904.382568
	Iteration 3Q: 3 clusters Score -873362.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -873497.750000 Penalty: 2904.382568
	Iteration 4Q: 3 clusters Score -873497.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -873645.937500 Penalty: 2904.382568
	Iteration 5Q: 3 clusters Score -873645.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -873809.562500 Penalty: 2904.382568
	Iteration 6Q: 3 clusters Score -873809.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -873973.687500 Penalty: 2904.382568
	Iteration 7Q: 3 clusters Score -873973.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -874192.312500 Penalty: 2904.382568
	Iteration 8Q: 3 clusters Score -874192.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -874475.437500 Penalty: 2904.382568
	Iteration 9Q: 3 clusters Score -874475.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -874766.625000 Penalty: 2904.382568
	Iteration 10Q: 3 clusters Score -874766.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -874995.687500 Penalty: 2904.382568
	Iteration 11Q: 3 clusters Score -874995.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -875195.500000 Penalty: 2904.382568
	Iteration 12Q: 3 clusters Score -875195.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -875345.625000 Penalty: 2904.382568
	Iteration 13Q: 3 clusters Score -875345.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -875445.125000 Penalty: 2904.382568
	Iteration 14Q: 3 clusters Score -875445.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -875535.625000 Penalty: 2904.382568
	Iteration 15Q: 3 clusters Score -875535.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -875592.937500 Penalty: 2904.382568
	Iteration 16Q: 3 clusters Score -875592.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -875629.312500 Penalty: 2904.382568
	Iteration 17Q: 3 clusters Score -875629.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -875649.062500 Penalty: 2904.382568
	Iteration 18Q: 3 clusters Score -875649.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -875664.125000 Penalty: 2904.382568
	Iteration 19Q: 3 clusters Score -875664.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -875675.812500 Penalty: 2904.382568
	Iteration 20F: 3 clusters Score -875675.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -875686.187500 Penalty: 2904.382568
	Iteration 21Q: 3 clusters Score -875686.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -875695.937500 Penalty: 2904.382568
	Iteration 22Q: 3 clusters Score -875695.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -875704.375000 Penalty: 2904.382568
	Iteration 23Q: 3 clusters Score -875704.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -875714.187500 Penalty: 2904.382568
	Iteration 24Q: 3 clusters Score -875714.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -875725.812500 Penalty: 2904.382568
	Iteration 25Q: 3 clusters Score -875725.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -875734.500000 Penalty: 2904.382568
	Iteration 26Q: 3 clusters Score -875734.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -875739.187500 Penalty: 2904.382568
	Iteration 27Q: 3 clusters Score -875739.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -875747.812500 Penalty: 2904.382568
	Iteration 28Q: 3 clusters Score -875747.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -875752.187500 Penalty: 2904.382568
	Iteration 29Q: 3 clusters Score -875752.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -875757.250000 Penalty: 2904.382568
	Iteration 30Q: 3 clusters Score -875757.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -875760.312500 Penalty: 2904.382568
	Iteration 31Q: 3 clusters Score -875760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -875762.875000 Penalty: 2904.382568
	Iteration 32Q: 3 clusters Score -875762.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -875766.062500 Penalty: 2904.382568
	Iteration 33Q: 3 clusters Score -875766.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -875769.562500 Penalty: 2904.382568
	Iteration 34Q: 3 clusters Score -875769.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -875770.687500 Penalty: 2904.382568
	Iteration 35Q: 3 clusters Score -875770.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -875773.625000 Penalty: 2904.382568
	Iteration 36Q: 3 clusters Score -875773.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -875775.062500 Penalty: 2904.382568
	Iteration 37Q: 3 clusters Score -875775.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -875778.875000 Penalty: 2904.382568
	Iteration 38Q: 3 clusters Score -875778.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -875779.062500 Penalty: 2904.382568
	Iteration 39Q: 3 clusters Score -875779.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -875779.375000 Penalty: 2904.382568
	Iteration 40F: 3 clusters Score -875779.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -875780.437500 Penalty: 2904.382568
	Iteration 41Q: 3 clusters Score -875780.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -875782.062500 Penalty: 2904.382568
	Iteration 42Q: 3 clusters Score -875782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -875780.875000 Penalty: 2904.382568
	Iteration 43Q: 3 clusters Score -875780.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -875780.875000 Penalty: 2904.382568
	Iteration 44F: 3 clusters Score -875780.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -484699.625000 Penalty: 1373.365601
	Iteration 0F: 2 clusters Score -484699.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -480965.031250 Penalty: 2746.731201
	Iteration 0F: 3 clusters Score -480965 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -482158.562500 Penalty: 2746.731201
	Iteration 1F: 3 clusters Score -482158.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -482538.593750 Penalty: 2746.731201
	Iteration 2F: 3 clusters Score -482538.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -482821.437500 Penalty: 2746.731201
	Iteration 3F: 3 clusters Score -482821.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -483078.187500 Penalty: 2746.731201
	Iteration 4F: 3 clusters Score -483078.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -483299.437500 Penalty: 2746.731201
	Iteration 5F: 3 clusters Score -483299.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -483468.875000 Penalty: 2746.731201
	Iteration 6Q: 3 clusters Score -483468.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -483588.000000 Penalty: 2746.731201
	Iteration 7Q: 3 clusters Score -483588 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -483662.312500 Penalty: 2746.731201
	Iteration 8Q: 3 clusters Score -483662.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -483716.781250 Penalty: 2746.731201
	Iteration 9Q: 3 clusters Score -483716.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -483747.687500 Penalty: 2746.731201
	Iteration 10Q: 3 clusters Score -483747.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -483768.218750 Penalty: 2746.731201
	Iteration 11Q: 3 clusters Score -483768.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -483786.781250 Penalty: 2746.731201
	Iteration 12Q: 3 clusters Score -483786.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -483801.812500 Penalty: 2746.731201
	Iteration 13Q: 3 clusters Score -483801.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -483811.343750 Penalty: 2746.731201
	Iteration 14Q: 3 clusters Score -483811.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -483817.125000 Penalty: 2746.731201
	Iteration 15Q: 3 clusters Score -483817.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -483821.625000 Penalty: 2746.731201
	Iteration 16Q: 3 clusters Score -483821.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -483822.875000 Penalty: 2746.731201
	Iteration 17Q: 3 clusters Score -483822.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -483826.687500 Penalty: 2746.731201
	Iteration 18Q: 3 clusters Score -483826.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -483828.062500 Penalty: 2746.731201
	Iteration 19Q: 3 clusters Score -483828.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -483832.250000 Penalty: 2746.731201
	Iteration 20F: 3 clusters Score -483832.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -483838.000000 Penalty: 2746.731201
	Iteration 21Q: 3 clusters Score -483838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -483845.562500 Penalty: 2746.731201
	Iteration 22Q: 3 clusters Score -483845.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -483853.625000 Penalty: 2746.731201
	Iteration 23Q: 3 clusters Score -483853.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -483859.781250 Penalty: 2746.731201
	Iteration 24Q: 3 clusters Score -483859.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -483864.125000 Penalty: 2746.731201
	Iteration 25Q: 3 clusters Score -483864.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -483869.593750 Penalty: 2746.731201
	Iteration 26Q: 3 clusters Score -483869.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -483875.500000 Penalty: 2746.731201
	Iteration 27Q: 3 clusters Score -483875.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -483879.406250 Penalty: 2746.731201
	Iteration 28Q: 3 clusters Score -483879.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -483881.656250 Penalty: 2746.731201
	Iteration 29Q: 3 clusters Score -483881.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -483883.593750 Penalty: 2746.731201
	Iteration 30Q: 3 clusters Score -483883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -483885.937500 Penalty: 2746.731201
	Iteration 31Q: 3 clusters Score -483885.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -483888.281250 Penalty: 2746.731201
	Iteration 32Q: 3 clusters Score -483888.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -483890.031250 Penalty: 2746.731201
	Iteration 33Q: 3 clusters Score -483890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -483891.468750 Penalty: 2746.731201
	Iteration 34Q: 3 clusters Score -483891.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -483892.718750 Penalty: 2746.731201
	Iteration 35Q: 3 clusters Score -483892.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -483893.281250 Penalty: 2746.731201
	Iteration 36Q: 3 clusters Score -483893.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -483895.093750 Penalty: 2746.731201
	Iteration 37Q: 3 clusters Score -483895.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -483895.406250 Penalty: 2746.731201
	Iteration 38Q: 3 clusters Score -483895.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -483894.500000 Penalty: 2746.731201
	Iteration 39Q: 3 clusters Score -483894.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -483895.093750 Penalty: 2746.731201
	Iteration 40F: 3 clusters Score -483895.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -483895.187500 Penalty: 2746.731201
	Iteration 41Q: 3 clusters Score -483895.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -483895.000000 Penalty: 2746.731201
	Iteration 42Q: 3 clusters Score -483895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -483896.406250 Penalty: 2746.731201
	Iteration 43Q: 3 clusters Score -483896.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -483896.406250 Penalty: 2746.731201
	Iteration 44F: 3 clusters Score -483896.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Entering Unmasked Estep 
Score: -543107.687500 Penalty: 1376.765869
	Iteration 0F: 2 clusters Score -543107.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -539300.187500 Penalty: 2753.531738
	Iteration 0F: 3 clusters Score -539300.2 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -540246.625000 Penalty: 2753.531738
	Iteration 1F: 3 clusters Score -540246.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -540424.500000 Penalty: 2753.531738
	Iteration 2F: 3 clusters Score -540424.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -540530.687500 Penalty: 2753.531738
	Iteration 3F: 3 clusters Score -540530.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -540610.562500 Penalty: 2753.531738
	Iteration 4Q: 3 clusters Score -540610.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -540679.562500 Penalty: 2753.531738
	Iteration 5Q: 3 clusters Score -540679.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -540747.812500 Penalty: 2753.531738
	Iteration 6Q: 3 clusters Score -540747.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -540799.875000 Penalty: 2753.531738
	Iteration 7Q: 3 clusters Score -540799.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -540837.062500 Penalty: 2753.531738
	Iteration 8Q: 3 clusters Score -540837.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -540876.187500 Penalty: 2753.531738
	Iteration 9Q: 3 clusters Score -540876.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -540908.250000 Penalty: 2753.531738
	Iteration 10Q: 3 clusters Score -540908.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -540941.562500 Penalty: 2753.531738
	Iteration 11Q: 3 clusters Score -540941.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -540978.812500 Penalty: 2753.531738
	Iteration 12Q: 3 clusters Score -540978.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -541015.062500 Penalty: 2753.531738
	Iteration 13Q: 3 clusters Score -541015.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -541052.000000 Penalty: 2753.531738
	Iteration 14Q: 3 clusters Score -541052 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -541093.687500 Penalty: 2753.531738
	Iteration 15Q: 3 clusters Score -541093.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -541139.250000 Penalty: 2753.531738
	Iteration 16Q: 3 clusters Score -541139.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -541175.375000 Penalty: 2753.531738
	Iteration 17Q: 3 clusters Score -541175.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -541207.437500 Penalty: 2753.531738
	Iteration 18Q: 3 clusters Score -541207.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -541241.250000 Penalty: 2753.531738
	Iteration 19Q: 3 clusters Score -541241.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -541277.062500 Penalty: 2753.531738
	Iteration 20F: 3 clusters Score -541277.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -541307.500000 Penalty: 2753.531738
	Iteration 21Q: 3 clusters Score -541307.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -541337.062500 Penalty: 2753.531738
	Iteration 22Q: 3 clusters Score -541337.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -541364.687500 Penalty: 2753.531738
	Iteration 23Q: 3 clusters Score -541364.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -541397.062500 Penalty: 2753.531738
	Iteration 24Q: 3 clusters Score -541397.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -541426.312500 Penalty: 2753.531738
	Iteration 25Q: 3 clusters Score -541426.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -541460.812500 Penalty: 2753.531738
	Iteration 26Q: 3 clusters Score -541460.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -541492.437500 Penalty: 2753.531738
	Iteration 27Q: 3 clusters Score -541492.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -541522.437500 Penalty: 2753.531738
	Iteration 28Q: 3 clusters Score -541522.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -541556.312500 Penalty: 2753.531738
	Iteration 29Q: 3 clusters Score -541556.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -541589.625000 Penalty: 2753.531738
	Iteration 30Q: 3 clusters Score -541589.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -541625.187500 Penalty: 2753.531738
	Iteration 31Q: 3 clusters Score -541625.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -541660.687500 Penalty: 2753.531738
	Iteration 32Q: 3 clusters Score -541660.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -541696.187500 Penalty: 2753.531738
	Iteration 33Q: 3 clusters Score -541696.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -541735.062500 Penalty: 2753.531738
	Iteration 34Q: 3 clusters Score -541735.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -541771.000000 Penalty: 2753.531738
	Iteration 35Q: 3 clusters Score -541771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -541796.687500 Penalty: 2753.531738
	Iteration 36Q: 3 clusters Score -541796.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -541819.687500 Penalty: 2753.531738
	Iteration 37Q: 3 clusters Score -541819.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -541836.750000 Penalty: 2753.531738
	Iteration 38Q: 3 clusters Score -541836.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -541845.625000 Penalty: 2753.531738
	Iteration 39Q: 3 clusters Score -541845.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -541853.812500 Penalty: 2753.531738
	Iteration 40F: 3 clusters Score -541853.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -541858.750000 Penalty: 2753.531738
	Iteration 41Q: 3 clusters Score -541858.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -541864.812500 Penalty: 2753.531738
	Iteration 42Q: 3 clusters Score -541864.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -541869.187500 Penalty: 2753.531738
	Iteration 43Q: 3 clusters Score -541869.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -541874.375000 Penalty: 2753.531738
	Iteration 44Q: 3 clusters Score -541874.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -541880.250000 Penalty: 2753.531738
	Iteration 45Q: 3 clusters Score -541880.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -541885.562500 Penalty: 2753.531738
	Iteration 46Q: 3 clusters Score -541885.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -541887.750000 Penalty: 2753.531738
	Iteration 47Q: 3 clusters Score -541887.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -541892.687500 Penalty: 2753.531738
	Iteration 48Q: 3 clusters Score -541892.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -541895.375000 Penalty: 2753.531738
	Iteration 49Q: 3 clusters Score -541895.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -541897.812500 Penalty: 2753.531738
	Iteration 50Q: 3 clusters Score -541897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -541900.562500 Penalty: 2753.531738
	Iteration 51Q: 3 clusters Score -541900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -541902.562500 Penalty: 2753.531738
	Iteration 52Q: 3 clusters Score -541902.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -541905.187500 Penalty: 2753.531738
	Iteration 53Q: 3 clusters Score -541905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -541907.812500 Penalty: 2753.531738
	Iteration 54Q: 3 clusters Score -541907.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -541912.125000 Penalty: 2753.531738
	Iteration 55Q: 3 clusters Score -541912.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -541916.437500 Penalty: 2753.531738
	Iteration 56Q: 3 clusters Score -541916.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -541918.437500 Penalty: 2753.531738
	Iteration 57Q: 3 clusters Score -541918.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -541922.375000 Penalty: 2753.531738
	Iteration 58Q: 3 clusters Score -541922.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -541930.687500 Penalty: 2753.531738
	Iteration 59Q: 3 clusters Score -541930.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -541947.687500 Penalty: 2753.531738
	Iteration 60F: 3 clusters Score -541947.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -541982.437500 Penalty: 2753.531738
	Iteration 61Q: 3 clusters Score -541982.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -542010.687500 Penalty: 2753.531738
	Iteration 62Q: 3 clusters Score -542010.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -542031.937500 Penalty: 2753.531738
	Iteration 63Q: 3 clusters Score -542031.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -542049.000000 Penalty: 2753.531738
	Iteration 64Q: 3 clusters Score -542049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -542059.562500 Penalty: 2753.531738
	Iteration 65Q: 3 clusters Score -542059.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -542071.000000 Penalty: 2753.531738
	Iteration 66Q: 3 clusters Score -542071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -542074.875000 Penalty: 2753.531738
	Iteration 67Q: 3 clusters Score -542074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -542076.500000 Penalty: 2753.531738
	Iteration 68Q: 3 clusters Score -542076.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -542075.562500 Penalty: 2753.531738
	Iteration 69Q: 3 clusters Score -542075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -542076.187500 Penalty: 2753.531738
	Iteration 70Q: 3 clusters Score -542076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -542076.187500 Penalty: 2753.531738
	Iteration 71F: 3 clusters Score -542076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -289876.500000 Penalty: 1281.060059
	Iteration 0F: 2 clusters Score -289876.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -287363.687500 Penalty: 2562.120117
	Iteration 0F: 3 clusters Score -287363.7 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -287979.500000 Penalty: 2562.120117
	Iteration 1F: 3 clusters Score -287979.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -288170.843750 Penalty: 2562.120117
	Iteration 2F: 3 clusters Score -288170.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -288302.500000 Penalty: 2562.120117
	Iteration 3F: 3 clusters Score -288302.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -288409.593750 Penalty: 2562.120117
	Iteration 4F: 3 clusters Score -288409.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -288530.687500 Penalty: 2562.120117
	Iteration 5Q: 3 clusters Score -288530.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -288697.656250 Penalty: 2562.120117
	Iteration 6F: 3 clusters Score -288697.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -288856.812500 Penalty: 2562.120117
	Iteration 7F: 3 clusters Score -288856.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -288986.593750 Penalty: 2562.120117
	Iteration 8Q: 3 clusters Score -288986.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -289107.812500 Penalty: 2562.120117
	Iteration 9Q: 3 clusters Score -289107.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -289219.156250 Penalty: 2562.120117
	Iteration 10Q: 3 clusters Score -289219.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -289315.500000 Penalty: 2562.120117
	Iteration 11Q: 3 clusters Score -289315.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -289360.375000 Penalty: 2562.120117
	Iteration 12Q: 3 clusters Score -289360.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -289379.312500 Penalty: 2562.120117
	Iteration 13Q: 3 clusters Score -289379.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -289388.218750 Penalty: 2562.120117
	Iteration 14Q: 3 clusters Score -289388.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -289392.093750 Penalty: 2562.120117
	Iteration 15Q: 3 clusters Score -289392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -289393.718750 Penalty: 2562.120117
	Iteration 16Q: 3 clusters Score -289393.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -289395.406250 Penalty: 2562.120117
	Iteration 17Q: 3 clusters Score -289395.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -289397.843750 Penalty: 2562.120117
	Iteration 18Q: 3 clusters Score -289397.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -289398.156250 Penalty: 2562.120117
	Iteration 19Q: 3 clusters Score -289398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -289398.906250 Penalty: 2562.120117
	Iteration 20F: 3 clusters Score -289398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -289399.593750 Penalty: 2562.120117
	Iteration 21Q: 3 clusters Score -289399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -289401.593750 Penalty: 2562.120117
	Iteration 22Q: 3 clusters Score -289401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -289402.406250 Penalty: 2562.120117
	Iteration 23Q: 3 clusters Score -289402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -289403.281250 Penalty: 2562.120117
	Iteration 24Q: 3 clusters Score -289403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -289403.468750 Penalty: 2562.120117
	Iteration 25Q: 3 clusters Score -289403.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -289403.468750 Penalty: 2562.120117
	Iteration 26F: 3 clusters Score -289403.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Entering Unmasked Estep 
Score: -60191.339844 Penalty: 1065.014160
	Iteration 0F: 2 clusters Score -60191.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -58971.757812 Penalty: 2130.028320
	Iteration 0F: 3 clusters Score -58971.76 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -59317.976562 Penalty: 2130.028320
	Iteration 1F: 3 clusters Score -59317.98 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -59481.886719 Penalty: 2130.028320
	Iteration 2F: 3 clusters Score -59481.89 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59588.058594 Penalty: 2130.028320
	Iteration 3F: 3 clusters Score -59588.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -59659.457031 Penalty: 2130.028320
	Iteration 4Q: 3 clusters Score -59659.46 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59743.964844 Penalty: 2130.028320
	Iteration 5Q: 3 clusters Score -59743.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59781.570312 Penalty: 2130.028320
	Iteration 6Q: 3 clusters Score -59781.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -59799.175781 Penalty: 2130.028320
	Iteration 7Q: 3 clusters Score -59799.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59814.046875 Penalty: 2130.028320
	Iteration 8Q: 3 clusters Score -59814.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59837.636719 Penalty: 2130.028320
	Iteration 9Q: 3 clusters Score -59837.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59850.972656 Penalty: 2130.028320
	Iteration 10Q: 3 clusters Score -59850.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59864.250000 Penalty: 2130.028320
	Iteration 11Q: 3 clusters Score -59864.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -59880.230469 Penalty: 2130.028320
	Iteration 12Q: 3 clusters Score -59880.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59887.441406 Penalty: 2130.028320
	Iteration 13Q: 3 clusters Score -59887.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59889.414062 Penalty: 2130.028320
	Iteration 14Q: 3 clusters Score -59889.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59904.984375 Penalty: 2130.028320
	Iteration 15Q: 3 clusters Score -59904.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59915.675781 Penalty: 2130.028320
	Iteration 16Q: 3 clusters Score -59915.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -59923.789062 Penalty: 2130.028320
	Iteration 17Q: 3 clusters Score -59923.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -59931.253906 Penalty: 2130.028320
	Iteration 18Q: 3 clusters Score -59931.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59938.878906 Penalty: 2130.028320
	Iteration 19Q: 3 clusters Score -59938.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59951.632812 Penalty: 2130.028320
	Iteration 20F: 3 clusters Score -59951.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59959.906250 Penalty: 2130.028320
	Iteration 21Q: 3 clusters Score -59959.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -59973.925781 Penalty: 2130.028320
	Iteration 22Q: 3 clusters Score -59973.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59986.816406 Penalty: 2130.028320
	Iteration 23Q: 3 clusters Score -59986.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -59992.019531 Penalty: 2130.028320
	Iteration 24Q: 3 clusters Score -59992.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -59999.621094 Penalty: 2130.028320
	Iteration 25Q: 3 clusters Score -59999.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -60017.183594 Penalty: 2130.028320
	Iteration 26Q: 3 clusters Score -60017.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60037.746094 Penalty: 2130.028320
	Iteration 27Q: 3 clusters Score -60037.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60045.335938 Penalty: 2130.028320
	Iteration 28Q: 3 clusters Score -60045.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60059.421875 Penalty: 2130.028320
	Iteration 29Q: 3 clusters Score -60059.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -60067.687500 Penalty: 2130.028320
	Iteration 30Q: 3 clusters Score -60067.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60070.894531 Penalty: 2130.028320
	Iteration 31Q: 3 clusters Score -60070.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -60070.894531 Penalty: 2130.028320
	Iteration 32F: 3 clusters Score -60070.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Entering Unmasked Estep 
Score: -216582.812500 Penalty: 1236.037964
	Iteration 0F: 2 clusters Score -216582.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -214450.718750 Penalty: 2472.075928
	Iteration 0F: 3 clusters Score -214450.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -214990.359375 Penalty: 2472.075928
	Iteration 1F: 3 clusters Score -214990.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -215189.546875 Penalty: 2472.075928
	Iteration 2F: 3 clusters Score -215189.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -215358.859375 Penalty: 2472.075928
	Iteration 3F: 3 clusters Score -215358.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -215515.343750 Penalty: 2472.075928
	Iteration 4F: 3 clusters Score -215515.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -215700.031250 Penalty: 2472.075928
	Iteration 5F: 3 clusters Score -215700 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -215897.000000 Penalty: 2472.075928
	Iteration 6F: 3 clusters Score -215897 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -216060.656250 Penalty: 2472.075928
	Iteration 7F: 3 clusters Score -216060.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -216201.734375 Penalty: 2472.075928
	Iteration 8Q: 3 clusters Score -216201.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -216301.578125 Penalty: 2472.075928
	Iteration 9Q: 3 clusters Score -216301.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -216383.406250 Penalty: 2472.075928
	Iteration 10Q: 3 clusters Score -216383.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -216494.968750 Penalty: 2472.075928
	Iteration 11Q: 3 clusters Score -216495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -216690.531250 Penalty: 2472.075928
	Iteration 12Q: 3 clusters Score -216690.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -216858.156250 Penalty: 2472.075928
	Iteration 13Q: 3 clusters Score -216858.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -216912.562500 Penalty: 2472.075928
	Iteration 14Q: 3 clusters Score -216912.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -216941.671875 Penalty: 2472.075928
	Iteration 15Q: 3 clusters Score -216941.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -216964.562500 Penalty: 2472.075928
	Iteration 16Q: 3 clusters Score -216964.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -216984.078125 Penalty: 2472.075928
	Iteration 17Q: 3 clusters Score -216984.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -216997.765625 Penalty: 2472.075928
	Iteration 18Q: 3 clusters Score -216997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -217017.937500 Penalty: 2472.075928
	Iteration 19Q: 3 clusters Score -217017.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -217051.187500 Penalty: 2472.075928
	Iteration 20F: 3 clusters Score -217051.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -217064.875000 Penalty: 2472.075928
	Iteration 21Q: 3 clusters Score -217064.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -217075.796875 Penalty: 2472.075928
	Iteration 22Q: 3 clusters Score -217075.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -217101.828125 Penalty: 2472.075928
	Iteration 23Q: 3 clusters Score -217101.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -217138.062500 Penalty: 2472.075928
	Iteration 24Q: 3 clusters Score -217138.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -217172.968750 Penalty: 2472.075928
	Iteration 25Q: 3 clusters Score -217173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -217201.796875 Penalty: 2472.075928
	Iteration 26Q: 3 clusters Score -217201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -217213.437500 Penalty: 2472.075928
	Iteration 27Q: 3 clusters Score -217213.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -217215.593750 Penalty: 2472.075928
	Iteration 28Q: 3 clusters Score -217215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -217216.796875 Penalty: 2472.075928
	Iteration 29Q: 3 clusters Score -217216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -217218.359375 Penalty: 2472.075928
	Iteration 30Q: 3 clusters Score -217218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -217218.890625 Penalty: 2472.075928
	Iteration 31Q: 3 clusters Score -217218.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -217219.921875 Penalty: 2472.075928
	Iteration 32Q: 3 clusters Score -217219.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -217220.406250 Penalty: 2472.075928
	Iteration 33Q: 3 clusters Score -217220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -217220.406250 Penalty: 2472.075928
	Iteration 34F: 3 clusters Score -217220.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1830 members 
Mstep: Class 3 contains 883 members 
Mstep: Class 4 contains 5434 members 
Mstep: Class 5 contains 6451 members 
Mstep: Class 6 contains 9797 members 
Mstep: Class 7 contains 1476 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 11981 members 
Mstep: Class 10 contains 2803 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 9438 members 
Mstep: Class 13 contains 7605 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 4781 members 
Mstep: Class 16 contains 2653 members 
Mstep: Class 17 contains 702 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1528 members 
Mstep: Class 21 contains 1876 members 
Mstep: Class 22 contains 16421 members 
Mstep: Class 23 contains 88163 members 
Mstep: Class 24 contains 7052 members 
Mstep: Class 25 contains 43665 members 
Mstep: Class 26 contains 1653 members 
Mstep: Class 27 contains 2691 members 
Mstep: Class 28 contains 5568 members 
Mstep: Class 29 contains 25605 members 
Mstep: Class 30 contains 4134 members 
Mstep: Class 31 contains 562 members 
Mstep: Class 32 contains 4286 members 
Mstep: Class 33 contains 6671 members 
Mstep: Class 34 contains 1744 members 
Mstep: Class 35 contains 20850 members 
Mstep: Class 36 contains 5500 members 
Mstep: Class 37 contains 7972 members 
Mstep: Class 38 contains 5736 members 
Mstep: Class 39 contains 2330 members 
Mstep: Class 40 contains 380 members 
Mstep: Class 41 contains 3339 members 
Mstep: Class 42 contains 388 members 
Mstep: Class 43 contains 4095 members 
Mstep: Class 44 contains 199 members 
Mstep: Class 45 contains 1416 members 
Entering Unmasked Estep 
Score: -40153552.000000 Penalty: 93588.375000
Splitting cluster 18 changes total score from -40153776.000000 to -40153552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -167242.375000 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -167242.4 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 692 members 
Entering Unmasked Estep 
Score: -165491.234375 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -165491.2 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -165820.656250 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -165820.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -165910.312500 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -165910.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -165964.796875 Penalty: 2372.434082
	Iteration 3Q: 3 clusters Score -165964.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -166013.781250 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -166013.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -166059.531250 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -166059.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -166094.812500 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -166094.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -166134.046875 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -166134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -166167.296875 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -166167.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -166191.406250 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -166191.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -166206.890625 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -166206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -166215.828125 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -166215.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -166225.750000 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -166225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -166233.234375 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -166233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -166238.265625 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -166238.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -166241.812500 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -166241.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -166245.796875 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -166245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -166251.250000 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -166251.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -166257.890625 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -166257.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -166261.687500 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -166261.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -166266.171875 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -166266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -166270.296875 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -166270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -166276.484375 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -166276.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -166278.250000 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -166278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -166278.593750 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -166278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -166278.593750 Penalty: 2372.434082
	Iteration 25F: 3 clusters Score -166278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -170867.859375 Penalty: 1191.403687
	Iteration 0F: 2 clusters Score -170867.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -169094.703125 Penalty: 2382.807373
	Iteration 0F: 3 clusters Score -169094.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -169467.140625 Penalty: 2382.807373
	Iteration 1F: 3 clusters Score -169467.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -169548.437500 Penalty: 2382.807373
	Iteration 2F: 3 clusters Score -169548.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -169592.265625 Penalty: 2382.807373
	Iteration 3Q: 3 clusters Score -169592.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169622.031250 Penalty: 2382.807373
	Iteration 4Q: 3 clusters Score -169622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -169640.875000 Penalty: 2382.807373
	Iteration 5Q: 3 clusters Score -169640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -169652.453125 Penalty: 2382.807373
	Iteration 6Q: 3 clusters Score -169652.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -169666.046875 Penalty: 2382.807373
	Iteration 7Q: 3 clusters Score -169666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -169674.234375 Penalty: 2382.807373
	Iteration 8Q: 3 clusters Score -169674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -169678.328125 Penalty: 2382.807373
	Iteration 9Q: 3 clusters Score -169678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -169680.828125 Penalty: 2382.807373
	Iteration 10Q: 3 clusters Score -169680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -169683.703125 Penalty: 2382.807373
	Iteration 11Q: 3 clusters Score -169683.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -169686.656250 Penalty: 2382.807373
	Iteration 12Q: 3 clusters Score -169686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -169688.953125 Penalty: 2382.807373
	Iteration 13Q: 3 clusters Score -169689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -169695.109375 Penalty: 2382.807373
	Iteration 14Q: 3 clusters Score -169695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -169701.218750 Penalty: 2382.807373
	Iteration 15Q: 3 clusters Score -169701.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -169711.203125 Penalty: 2382.807373
	Iteration 16Q: 3 clusters Score -169711.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -169723.046875 Penalty: 2382.807373
	Iteration 17Q: 3 clusters Score -169723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -169728.390625 Penalty: 2382.807373
	Iteration 18Q: 3 clusters Score -169728.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -169732.218750 Penalty: 2382.807373
	Iteration 19Q: 3 clusters Score -169732.2 nChanged 4
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: -169733.968750 Penalty: 2382.807373
	Iteration 20F: 3 clusters Score -169734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169734.500000 Penalty: 2382.807373
	Iteration 21Q: 3 clusters Score -169734.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -169734.500000 Penalty: 2382.807373
	Iteration 22F: 3 clusters Score -169734.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Entering Unmasked Estep 
Score: -208968.750000 Penalty: 1224.745850
	Iteration 0F: 2 clusters Score -208968.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -206980.468750 Penalty: 2449.491699
	Iteration 0F: 3 clusters Score -206980.5 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -207432.937500 Penalty: 2449.491699
	Iteration 1F: 3 clusters Score -207432.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -207560.406250 Penalty: 2449.491699
	Iteration 2F: 3 clusters Score -207560.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -207636.765625 Penalty: 2449.491699
	Iteration 3F: 3 clusters Score -207636.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -207681.640625 Penalty: 2449.491699
	Iteration 4Q: 3 clusters Score -207681.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -207729.046875 Penalty: 2449.491699
	Iteration 5Q: 3 clusters Score -207729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -207773.734375 Penalty: 2449.491699
	Iteration 6Q: 3 clusters Score -207773.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -207812.093750 Penalty: 2449.491699
	Iteration 7Q: 3 clusters Score -207812.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -207857.109375 Penalty: 2449.491699
	Iteration 8Q: 3 clusters Score -207857.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -207908.953125 Penalty: 2449.491699
	Iteration 9Q: 3 clusters Score -207909 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -207964.187500 Penalty: 2449.491699
	Iteration 10Q: 3 clusters Score -207964.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -208003.531250 Penalty: 2449.491699
	Iteration 11Q: 3 clusters Score -208003.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -208031.062500 Penalty: 2449.491699
	Iteration 12Q: 3 clusters Score -208031.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -208060.031250 Penalty: 2449.491699
	Iteration 13Q: 3 clusters Score -208060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -208099.812500 Penalty: 2449.491699
	Iteration 14Q: 3 clusters Score -208099.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -208142.281250 Penalty: 2449.491699
	Iteration 15Q: 3 clusters Score -208142.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -208168.843750 Penalty: 2449.491699
	Iteration 16Q: 3 clusters Score -208168.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -208189.859375 Penalty: 2449.491699
	Iteration 17Q: 3 clusters Score -208189.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -208204.515625 Penalty: 2449.491699
	Iteration 18Q: 3 clusters Score -208204.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208223.328125 Penalty: 2449.491699
	Iteration 19Q: 3 clusters Score -208223.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -208240.296875 Penalty: 2449.491699
	Iteration 20F: 3 clusters Score -208240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -208248.265625 Penalty: 2449.491699
	Iteration 21Q: 3 clusters Score -208248.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -208258.296875 Penalty: 2449.491699
	Iteration 22Q: 3 clusters Score -208258.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -208267.046875 Penalty: 2449.491699
	Iteration 23Q: 3 clusters Score -208267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -208272.265625 Penalty: 2449.491699
	Iteration 24Q: 3 clusters Score -208272.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -208277.859375 Penalty: 2449.491699
	Iteration 25Q: 3 clusters Score -208277.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -208284.437500 Penalty: 2449.491699
	Iteration 26Q: 3 clusters Score -208284.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -208291.640625 Penalty: 2449.491699
	Iteration 27Q: 3 clusters Score -208291.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -208300.140625 Penalty: 2449.491699
	Iteration 28Q: 3 clusters Score -208300.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -208305.171875 Penalty: 2449.491699
	Iteration 29Q: 3 clusters Score -208305.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -208309.062500 Penalty: 2449.491699
	Iteration 30Q: 3 clusters Score -208309.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -208311.250000 Penalty: 2449.491699
	Iteration 31Q: 3 clusters Score -208311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -208313.718750 Penalty: 2449.491699
	Iteration 32Q: 3 clusters Score -208313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -208315.093750 Penalty: 2449.491699
	Iteration 33Q: 3 clusters Score -208315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208316.781250 Penalty: 2449.491699
	Iteration 34Q: 3 clusters Score -208316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -208318.671875 Penalty: 2449.491699
	Iteration 35Q: 3 clusters Score -208318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -208320.156250 Penalty: 2449.491699
	Iteration 36Q: 3 clusters Score -208320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -208320.156250 Penalty: 2449.491699
	Iteration 37F: 3 clusters Score -208320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Entering Unmasked Estep 
Score: -1881910.375000 Penalty: 1577.276367
	Iteration 0F: 2 clusters Score -1881910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1870677.375000 Penalty: 3154.552734
	Iteration 0F: 3 clusters Score -1870677 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1874585.500000 Penalty: 3154.552734
	Iteration 1F: 3 clusters Score -1874586 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1874989.500000 Penalty: 3154.552734
	Iteration 2F: 3 clusters Score -1874990 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1875364.000000 Penalty: 3154.552734
	Iteration 3Q: 3 clusters Score -1875364 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1875779.625000 Penalty: 3154.552734
	Iteration 4F: 3 clusters Score -1875780 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1876298.250000 Penalty: 3154.552734
	Iteration 5F: 3 clusters Score -1876298 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1876921.250000 Penalty: 3154.552734
	Iteration 6F: 3 clusters Score -1876921 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1877700.875000 Penalty: 3154.552734
	Iteration 7F: 3 clusters Score -1877701 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1878528.125000 Penalty: 3154.552734
	Iteration 8F: 3 clusters Score -1878528 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1879227.375000 Penalty: 3154.552734
	Iteration 9Q: 3 clusters Score -1879227 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1879683.750000 Penalty: 3154.552734
	Iteration 10Q: 3 clusters Score -1879684 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1879997.875000 Penalty: 3154.552734
	Iteration 11Q: 3 clusters Score -1879998 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1880220.875000 Penalty: 3154.552734
	Iteration 12Q: 3 clusters Score -1880221 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1880347.500000 Penalty: 3154.552734
	Iteration 13Q: 3 clusters Score -1880348 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1880426.250000 Penalty: 3154.552734
	Iteration 14Q: 3 clusters Score -1880426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1880470.125000 Penalty: 3154.552734
	Iteration 15Q: 3 clusters Score -1880470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1880506.375000 Penalty: 3154.552734
	Iteration 16Q: 3 clusters Score -1880506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1880534.250000 Penalty: 3154.552734
	Iteration 17Q: 3 clusters Score -1880534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1880559.750000 Penalty: 3154.552734
	Iteration 18Q: 3 clusters Score -1880560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1880579.500000 Penalty: 3154.552734
	Iteration 19Q: 3 clusters Score -1880580 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1880592.500000 Penalty: 3154.552734
	Iteration 20F: 3 clusters Score -1880592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15836 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1880600.000000 Penalty: 3154.552734
	Iteration 21Q: 3 clusters Score -1880600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1880602.000000 Penalty: 3154.552734
	Iteration 22Q: 3 clusters Score -1880602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1880601.250000 Penalty: 3154.552734
	Iteration 23Q: 3 clusters Score -1880601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1880600.750000 Penalty: 3154.552734
	Iteration 24Q: 3 clusters Score -1880601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1880604.750000 Penalty: 3154.552734
	Iteration 25Q: 3 clusters Score -1880605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1880603.750000 Penalty: 3154.552734
	Iteration 26Q: 3 clusters Score -1880604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1880605.375000 Penalty: 3154.552734
	Iteration 27Q: 3 clusters Score -1880605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1880608.875000 Penalty: 3154.552734
	Iteration 28Q: 3 clusters Score -1880609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1880611.000000 Penalty: 3154.552734
	Iteration 29Q: 3 clusters Score -1880611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1880610.625000 Penalty: 3154.552734
	Iteration 30Q: 3 clusters Score -1880611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1880611.500000 Penalty: 3154.552734
	Iteration 31Q: 3 clusters Score -1880612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1880613.000000 Penalty: 3154.552734
	Iteration 32Q: 3 clusters Score -1880613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1880616.125000 Penalty: 3154.552734
	Iteration 33Q: 3 clusters Score -1880616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1880617.250000 Penalty: 3154.552734
	Iteration 34Q: 3 clusters Score -1880617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1880617.250000 Penalty: 3154.552734
	Iteration 35F: 3 clusters Score -1880617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (88163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88163 members 
Entering Unmasked Estep 
Score: -10107132.000000 Penalty: 1850.378174
	Iteration 0F: 2 clusters Score -1.010713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -10048612.000000 Penalty: 3700.756348
	Iteration 0F: 3 clusters Score -1.004861e+07 nChanged 41803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -10072537.000000 Penalty: 3700.756348
	Iteration 1F: 3 clusters Score -1.007254e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -10073345.000000 Penalty: 3700.756348
	Iteration 2Q: 3 clusters Score -1.007334e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -10074319.000000 Penalty: 3700.756348
	Iteration 3Q: 3 clusters Score -1.007432e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 48529 members 
Entering Unmasked Estep 
Score: -10075542.000000 Penalty: 3700.756348
	Iteration 4Q: 3 clusters Score -1.007554e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -10077207.000000 Penalty: 3700.756348
	Iteration 5Q: 3 clusters Score -1.007721e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -10079740.000000 Penalty: 3700.756348
	Iteration 6F: 3 clusters Score -1.007974e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -10083415.000000 Penalty: 3700.756348
	Iteration 7F: 3 clusters Score -1.008342e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 64056 members 
Entering Unmasked Estep 
Score: -10088201.000000 Penalty: 3700.756348
	Iteration 8F: 3 clusters Score -1.00882e+07 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 68559 members 
Entering Unmasked Estep 
Score: -10092720.000000 Penalty: 3700.756348
	Iteration 9F: 3 clusters Score -1.009272e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 72027 members 
Entering Unmasked Estep 
Score: -10096082.000000 Penalty: 3700.756348
	Iteration 10Q: 3 clusters Score -1.009608e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 74615 members 
Entering Unmasked Estep 
Score: -10098111.000000 Penalty: 3700.756348
	Iteration 11Q: 3 clusters Score -1.009811e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -10099473.000000 Penalty: 3700.756348
	Iteration 12Q: 3 clusters Score -1.009947e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 78434 members 
Entering Unmasked Estep 
Score: -10100531.000000 Penalty: 3700.756348
	Iteration 13Q: 3 clusters Score -1.010053e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 80051 members 
Entering Unmasked Estep 
Score: -10101478.000000 Penalty: 3700.756348
	Iteration 14Q: 3 clusters Score -1.010148e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -10102454.000000 Penalty: 3700.756348
	Iteration 15Q: 3 clusters Score -1.010245e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 82806 members 
Entering Unmasked Estep 
Score: -10103383.000000 Penalty: 3700.756348
	Iteration 16Q: 3 clusters Score -1.010338e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 83899 members 
Entering Unmasked Estep 
Score: -10104250.000000 Penalty: 3700.756348
	Iteration 17Q: 3 clusters Score -1.010425e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 84737 members 
Entering Unmasked Estep 
Score: -10104991.000000 Penalty: 3700.756348
	Iteration 18Q: 3 clusters Score -1.010499e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -10105487.000000 Penalty: 3700.756348
	Iteration 19Q: 3 clusters Score -1.010549e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 85724 members 
Entering Unmasked Estep 
Score: -10105725.000000 Penalty: 3700.756348
	Iteration 20F: 3 clusters Score -1.010572e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 86014 members 
Entering Unmasked Estep 
Score: -10105858.000000 Penalty: 3700.756348
	Iteration 21Q: 3 clusters Score -1.010586e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 86221 members 
Entering Unmasked Estep 
Score: -10105949.000000 Penalty: 3700.756348
	Iteration 22Q: 3 clusters Score -1.010595e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 86352 members 
Entering Unmasked Estep 
Score: -10105987.000000 Penalty: 3700.756348
	Iteration 23Q: 3 clusters Score -1.010599e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -10106018.000000 Penalty: 3700.756348
	Iteration 24Q: 3 clusters Score -1.010602e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -10106050.000000 Penalty: 3700.756348
	Iteration 25Q: 3 clusters Score -1.010605e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 86614 members 
Entering Unmasked Estep 
Score: -10106059.000000 Penalty: 3700.756348
	Iteration 26Q: 3 clusters Score -1.010606e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 86660 members 
Entering Unmasked Estep 
Score: -10106078.000000 Penalty: 3700.756348
	Iteration 27Q: 3 clusters Score -1.010608e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 86705 members 
Entering Unmasked Estep 
Score: -10106091.000000 Penalty: 3700.756348
	Iteration 28Q: 3 clusters Score -1.010609e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 86745 members 
Entering Unmasked Estep 
Score: -10106105.000000 Penalty: 3700.756348
	Iteration 29Q: 3 clusters Score -1.01061e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10106116.000000 Penalty: 3700.756348
	Iteration 30Q: 3 clusters Score -1.010612e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 86808 members 
Entering Unmasked Estep 
Score: -10106115.000000 Penalty: 3700.756348
	Iteration 31Q: 3 clusters Score -1.010612e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 86829 members 
Entering Unmasked Estep 
Score: -10106134.000000 Penalty: 3700.756348
	Iteration 32Q: 3 clusters Score -1.010613e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 86840 members 
Entering Unmasked Estep 
Score: -10106138.000000 Penalty: 3700.756348
	Iteration 33Q: 3 clusters Score -1.010614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 86849 members 
Entering Unmasked Estep 
Score: -10106136.000000 Penalty: 3700.756348
	Iteration 34Q: 3 clusters Score -1.010614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 86861 members 
Entering Unmasked Estep 
Score: -10106148.000000 Penalty: 3700.756348
	Iteration 35Q: 3 clusters Score -1.010615e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -10106146.000000 Penalty: 3700.756348
	Iteration 36Q: 3 clusters Score -1.010615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 86882 members 
Entering Unmasked Estep 
Score: -10106146.000000 Penalty: 3700.756348
	Iteration 37Q: 3 clusters Score -1.010615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 86886 members 
Entering Unmasked Estep 
Score: -10106146.000000 Penalty: 3700.756348
	Iteration 38Q: 3 clusters Score -1.010615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -10106146.000000 Penalty: 3700.756348
	Iteration 39Q: 3 clusters Score -1.010615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 86898 members 
Entering Unmasked Estep 
Score: -10106154.000000 Penalty: 3700.756348
	Iteration 40F: 3 clusters Score -1.010615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -10106149.000000 Penalty: 3700.756348
	Iteration 41Q: 3 clusters Score -1.010615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 86911 members 
Entering Unmasked Estep 
Score: -10106147.000000 Penalty: 3700.756348
	Iteration 42Q: 3 clusters Score -1.010615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 86917 members 
Entering Unmasked Estep 
Score: -10106152.000000 Penalty: 3700.756348
	Iteration 43Q: 3 clusters Score -1.010615e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -10106152.000000 Penalty: 3700.756348
	Iteration 44Q: 3 clusters Score -1.010615e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -10106162.000000 Penalty: 3700.756348
	Iteration 45Q: 3 clusters Score -1.010616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 86935 members 
Entering Unmasked Estep 
Score: -10106160.000000 Penalty: 3700.756348
	Iteration 46Q: 3 clusters Score -1.010616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -10106156.000000 Penalty: 3700.756348
	Iteration 47Q: 3 clusters Score -1.010616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 86939 members 
Entering Unmasked Estep 
Score: -10106161.000000 Penalty: 3700.756348
	Iteration 48Q: 3 clusters Score -1.010616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -10106159.000000 Penalty: 3700.756348
	Iteration 49Q: 3 clusters Score -1.010616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -10106159.000000 Penalty: 3700.756348
	Iteration 50F: 3 clusters Score -1.010616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -806243.125000 Penalty: 1439.923340
	Iteration 0F: 2 clusters Score -806243.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -800978.187500 Penalty: 2879.846680
	Iteration 0F: 3 clusters Score -800978.2 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -802569.187500 Penalty: 2879.846680
	Iteration 1F: 3 clusters Score -802569.2 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -802781.875000 Penalty: 2879.846680
	Iteration 2F: 3 clusters Score -802781.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -802967.062500 Penalty: 2879.846680
	Iteration 3F: 3 clusters Score -802967.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -803125.312500 Penalty: 2879.846680
	Iteration 4Q: 3 clusters Score -803125.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -803271.437500 Penalty: 2879.846680
	Iteration 5Q: 3 clusters Score -803271.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -803405.125000 Penalty: 2879.846680
	Iteration 6Q: 3 clusters Score -803405.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -803500.062500 Penalty: 2879.846680
	Iteration 7Q: 3 clusters Score -803500.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -803580.125000 Penalty: 2879.846680
	Iteration 8Q: 3 clusters Score -803580.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -803646.125000 Penalty: 2879.846680
	Iteration 9Q: 3 clusters Score -803646.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -803701.125000 Penalty: 2879.846680
	Iteration 10Q: 3 clusters Score -803701.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -803755.250000 Penalty: 2879.846680
	Iteration 11Q: 3 clusters Score -803755.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -803794.437500 Penalty: 2879.846680
	Iteration 12Q: 3 clusters Score -803794.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -803834.000000 Penalty: 2879.846680
	Iteration 13Q: 3 clusters Score -803834 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -803869.500000 Penalty: 2879.846680
	Iteration 14Q: 3 clusters Score -803869.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -803912.062500 Penalty: 2879.846680
	Iteration 15Q: 3 clusters Score -803912.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -803951.125000 Penalty: 2879.846680
	Iteration 16Q: 3 clusters Score -803951.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -803988.375000 Penalty: 2879.846680
	Iteration 17Q: 3 clusters Score -803988.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -804023.875000 Penalty: 2879.846680
	Iteration 18Q: 3 clusters Score -804023.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -804070.875000 Penalty: 2879.846680
	Iteration 19Q: 3 clusters Score -804070.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -804112.000000 Penalty: 2879.846680
	Iteration 20F: 3 clusters Score -804112 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -804161.875000 Penalty: 2879.846680
	Iteration 21Q: 3 clusters Score -804161.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -804212.937500 Penalty: 2879.846680
	Iteration 22Q: 3 clusters Score -804212.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -804268.250000 Penalty: 2879.846680
	Iteration 23Q: 3 clusters Score -804268.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -804318.937500 Penalty: 2879.846680
	Iteration 24Q: 3 clusters Score -804318.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -804367.500000 Penalty: 2879.846680
	Iteration 25Q: 3 clusters Score -804367.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -804407.125000 Penalty: 2879.846680
	Iteration 26Q: 3 clusters Score -804407.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -804441.812500 Penalty: 2879.846680
	Iteration 27Q: 3 clusters Score -804441.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -804474.750000 Penalty: 2879.846680
	Iteration 28Q: 3 clusters Score -804474.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -804510.000000 Penalty: 2879.846680
	Iteration 29Q: 3 clusters Score -804510 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -804539.062500 Penalty: 2879.846680
	Iteration 30Q: 3 clusters Score -804539.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -804564.562500 Penalty: 2879.846680
	Iteration 31Q: 3 clusters Score -804564.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -804593.687500 Penalty: 2879.846680
	Iteration 32Q: 3 clusters Score -804593.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -804630.875000 Penalty: 2879.846680
	Iteration 33Q: 3 clusters Score -804630.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -804659.375000 Penalty: 2879.846680
	Iteration 34Q: 3 clusters Score -804659.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -804684.187500 Penalty: 2879.846680
	Iteration 35Q: 3 clusters Score -804684.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -804704.125000 Penalty: 2879.846680
	Iteration 36Q: 3 clusters Score -804704.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -804721.937500 Penalty: 2879.846680
	Iteration 37Q: 3 clusters Score -804721.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -804746.062500 Penalty: 2879.846680
	Iteration 38Q: 3 clusters Score -804746.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -804769.812500 Penalty: 2879.846680
	Iteration 39Q: 3 clusters Score -804769.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -804797.812500 Penalty: 2879.846680
	Iteration 40F: 3 clusters Score -804797.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -804825.812500 Penalty: 2879.846680
	Iteration 41Q: 3 clusters Score -804825.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -804850.562500 Penalty: 2879.846680
	Iteration 42Q: 3 clusters Score -804850.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -804869.812500 Penalty: 2879.846680
	Iteration 43Q: 3 clusters Score -804869.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -804888.687500 Penalty: 2879.846680
	Iteration 44Q: 3 clusters Score -804888.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -804908.562500 Penalty: 2879.846680
	Iteration 45Q: 3 clusters Score -804908.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -804921.625000 Penalty: 2879.846680
	Iteration 46Q: 3 clusters Score -804921.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -804942.937500 Penalty: 2879.846680
	Iteration 47Q: 3 clusters Score -804942.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -804966.562500 Penalty: 2879.846680
	Iteration 48Q: 3 clusters Score -804966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -804983.625000 Penalty: 2879.846680
	Iteration 49Q: 3 clusters Score -804983.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -804997.500000 Penalty: 2879.846680
	Iteration 50Q: 3 clusters Score -804997.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -805012.500000 Penalty: 2879.846680
	Iteration 51Q: 3 clusters Score -805012.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -805024.812500 Penalty: 2879.846680
	Iteration 52Q: 3 clusters Score -805024.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -805031.875000 Penalty: 2879.846680
	Iteration 53Q: 3 clusters Score -805031.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -805039.750000 Penalty: 2879.846680
	Iteration 54Q: 3 clusters Score -805039.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -805044.812500 Penalty: 2879.846680
	Iteration 55Q: 3 clusters Score -805044.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -805053.562500 Penalty: 2879.846680
	Iteration 56Q: 3 clusters Score -805053.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -805057.562500 Penalty: 2879.846680
	Iteration 57Q: 3 clusters Score -805057.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -805061.062500 Penalty: 2879.846680
	Iteration 58Q: 3 clusters Score -805061.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -805063.500000 Penalty: 2879.846680
	Iteration 59Q: 3 clusters Score -805063.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -805064.125000 Penalty: 2879.846680
	Iteration 60F: 3 clusters Score -805064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -805063.625000 Penalty: 2879.846680
	Iteration 61Q: 3 clusters Score -805063.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -805063.125000 Penalty: 2879.846680
	Iteration 62Q: 3 clusters Score -805063.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -805063.125000 Penalty: 2879.846680
	Iteration 63F: 3 clusters Score -805063.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (43665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Entering Unmasked Estep 
Score: -5095780.000000 Penalty: 1736.199097
	Iteration 0F: 2 clusters Score -5095780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -5066354.000000 Penalty: 3472.398193
	Iteration 0F: 3 clusters Score -5066354 nChanged 20496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -5078448.500000 Penalty: 3472.398193
	Iteration 1F: 3 clusters Score -5078448 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -5079536.500000 Penalty: 3472.398193
	Iteration 2F: 3 clusters Score -5079536 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5081112.000000 Penalty: 3472.398193
	Iteration 3F: 3 clusters Score -5081112 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -5083487.000000 Penalty: 3472.398193
	Iteration 4F: 3 clusters Score -5083487 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -5086533.500000 Penalty: 3472.398193
	Iteration 5F: 3 clusters Score -5086534 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -5089690.000000 Penalty: 3472.398193
	Iteration 6F: 3 clusters Score -5089690 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39033 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5092148.000000 Penalty: 3472.398193
	Iteration 7F: 3 clusters Score -5092148 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -5093603.500000 Penalty: 3472.398193
	Iteration 8Q: 3 clusters Score -5093604 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5094025.000000 Penalty: 3472.398193
	Iteration 9Q: 3 clusters Score -5094025 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5094219.000000 Penalty: 3472.398193
	Iteration 10Q: 3 clusters Score -5094219 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5094319.500000 Penalty: 3472.398193
	Iteration 11Q: 3 clusters Score -5094320 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -5094368.500000 Penalty: 3472.398193
	Iteration 12Q: 3 clusters Score -5094368 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -5094402.000000 Penalty: 3472.398193
	Iteration 13Q: 3 clusters Score -5094402 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41087 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -5094436.000000 Penalty: 3472.398193
	Iteration 14Q: 3 clusters Score -5094436 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -5094465.000000 Penalty: 3472.398193
	Iteration 15Q: 3 clusters Score -5094465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -5094492.500000 Penalty: 3472.398193
	Iteration 16Q: 3 clusters Score -5094492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5094518.500000 Penalty: 3472.398193
	Iteration 17Q: 3 clusters Score -5094518 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -5094545.000000 Penalty: 3472.398193
	Iteration 18Q: 3 clusters Score -5094545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -5094562.500000 Penalty: 3472.398193
	Iteration 19Q: 3 clusters Score -5094562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5094569.000000 Penalty: 3472.398193
	Iteration 20F: 3 clusters Score -5094569 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -5094577.500000 Penalty: 3472.398193
	Iteration 21Q: 3 clusters Score -5094578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -5094592.500000 Penalty: 3472.398193
	Iteration 22Q: 3 clusters Score -5094592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -5094600.000000 Penalty: 3472.398193
	Iteration 23Q: 3 clusters Score -5094600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5094608.500000 Penalty: 3472.398193
	Iteration 24Q: 3 clusters Score -5094608 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5094612.000000 Penalty: 3472.398193
	Iteration 25Q: 3 clusters Score -5094612 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5094619.500000 Penalty: 3472.398193
	Iteration 26Q: 3 clusters Score -5094620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -5094629.000000 Penalty: 3472.398193
	Iteration 27Q: 3 clusters Score -5094629 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -5094642.000000 Penalty: 3472.398193
	Iteration 28Q: 3 clusters Score -5094642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -5094647.500000 Penalty: 3472.398193
	Iteration 29Q: 3 clusters Score -5094648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5094641.000000 Penalty: 3472.398193
	Iteration 30Q: 3 clusters Score -5094641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5094642.000000 Penalty: 3472.398193
	Iteration 31Q: 3 clusters Score -5094642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -5094646.500000 Penalty: 3472.398193
	Iteration 32Q: 3 clusters Score -5094646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -5094645.500000 Penalty: 3472.398193
	Iteration 33Q: 3 clusters Score -5094646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -5094648.500000 Penalty: 3472.398193
	Iteration 34Q: 3 clusters Score -5094648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5094644.000000 Penalty: 3472.398193
	Iteration 35Q: 3 clusters Score -5094644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5094638.500000 Penalty: 3472.398193
	Iteration 36Q: 3 clusters Score -5094638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -5094642.000000 Penalty: 3472.398193
	Iteration 37Q: 3 clusters Score -5094642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -5094642.000000 Penalty: 3472.398193
	Iteration 38Q: 3 clusters Score -5094642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5094637.500000 Penalty: 3472.398193
	Iteration 39Q: 3 clusters Score -5094638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5094639.000000 Penalty: 3472.398193
	Iteration 40F: 3 clusters Score -5094639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -5094641.000000 Penalty: 3472.398193
	Iteration 41Q: 3 clusters Score -5094641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5094637.000000 Penalty: 3472.398193
	Iteration 42Q: 3 clusters Score -5094637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5094637.500000 Penalty: 3472.398193
	Iteration 43Q: 3 clusters Score -5094638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41901 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5094638.000000 Penalty: 3472.398193
	Iteration 44Q: 3 clusters Score -5094638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -5094639.500000 Penalty: 3472.398193
	Iteration 45Q: 3 clusters Score -5094640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5094638.500000 Penalty: 3472.398193
	Iteration 46Q: 3 clusters Score -5094638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -5094639.500000 Penalty: 3472.398193
	Iteration 47Q: 3 clusters Score -5094640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5094637.500000 Penalty: 3472.398193
	Iteration 48Q: 3 clusters Score -5094638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -5094637.500000 Penalty: 3472.398193
	Iteration 49F: 3 clusters Score -5094638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Entering Unmasked Estep 
Score: -181320.390625 Penalty: 1204.181396
	Iteration 0F: 2 clusters Score -181320.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -179462.093750 Penalty: 2408.362793
	Iteration 0F: 3 clusters Score -179462.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -179819.000000 Penalty: 2408.362793
	Iteration 1F: 3 clusters Score -179819 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -179911.093750 Penalty: 2408.362793
	Iteration 2F: 3 clusters Score -179911.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -179970.718750 Penalty: 2408.362793
	Iteration 3F: 3 clusters Score -179970.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -180021.656250 Penalty: 2408.362793
	Iteration 4Q: 3 clusters Score -180021.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -180082.062500 Penalty: 2408.362793
	Iteration 5Q: 3 clusters Score -180082.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -180131.656250 Penalty: 2408.362793
	Iteration 6Q: 3 clusters Score -180131.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -180195.812500 Penalty: 2408.362793
	Iteration 7Q: 3 clusters Score -180195.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -180288.156250 Penalty: 2408.362793
	Iteration 8Q: 3 clusters Score -180288.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -180396.109375 Penalty: 2408.362793
	Iteration 9Q: 3 clusters Score -180396.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -180499.156250 Penalty: 2408.362793
	Iteration 10Q: 3 clusters Score -180499.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -180564.953125 Penalty: 2408.362793
	Iteration 11Q: 3 clusters Score -180565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -180598.515625 Penalty: 2408.362793
	Iteration 12Q: 3 clusters Score -180598.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180625.187500 Penalty: 2408.362793
	Iteration 13Q: 3 clusters Score -180625.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -180642.921875 Penalty: 2408.362793
	Iteration 14Q: 3 clusters Score -180642.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -180653.750000 Penalty: 2408.362793
	Iteration 15Q: 3 clusters Score -180653.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -180663.234375 Penalty: 2408.362793
	Iteration 16Q: 3 clusters Score -180663.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -180666.843750 Penalty: 2408.362793
	Iteration 17Q: 3 clusters Score -180666.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -180668.015625 Penalty: 2408.362793
	Iteration 18Q: 3 clusters Score -180668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -180669.812500 Penalty: 2408.362793
	Iteration 19Q: 3 clusters Score -180669.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -180676.406250 Penalty: 2408.362793
	Iteration 20F: 3 clusters Score -180676.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -180678.093750 Penalty: 2408.362793
	Iteration 21Q: 3 clusters Score -180678.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -180679.828125 Penalty: 2408.362793
	Iteration 22Q: 3 clusters Score -180679.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -180682.437500 Penalty: 2408.362793
	Iteration 23Q: 3 clusters Score -180682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180684.187500 Penalty: 2408.362793
	Iteration 24Q: 3 clusters Score -180684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -180684.734375 Penalty: 2408.362793
	Iteration 25Q: 3 clusters Score -180684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -180686.093750 Penalty: 2408.362793
	Iteration 26Q: 3 clusters Score -180686.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -180686.484375 Penalty: 2408.362793
	Iteration 27Q: 3 clusters Score -180686.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -180686.484375 Penalty: 2408.362793
	Iteration 28F: 3 clusters Score -180686.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (2691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Entering Unmasked Estep 
Score: -308073.031250 Penalty: 1283.371094
	Iteration 0F: 2 clusters Score -308073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -305538.906250 Penalty: 2566.742188
	Iteration 0F: 3 clusters Score -305538.9 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -306116.593750 Penalty: 2566.742188
	Iteration 1F: 3 clusters Score -306116.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -306231.562500 Penalty: 2566.742188
	Iteration 2F: 3 clusters Score -306231.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -306313.718750 Penalty: 2566.742188
	Iteration 3Q: 3 clusters Score -306313.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -306379.812500 Penalty: 2566.742188
	Iteration 4Q: 3 clusters Score -306379.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306417.531250 Penalty: 2566.742188
	Iteration 5Q: 3 clusters Score -306417.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -306448.625000 Penalty: 2566.742188
	Iteration 6Q: 3 clusters Score -306448.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -306465.250000 Penalty: 2566.742188
	Iteration 7Q: 3 clusters Score -306465.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -306488.937500 Penalty: 2566.742188
	Iteration 8Q: 3 clusters Score -306488.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -306506.656250 Penalty: 2566.742188
	Iteration 9Q: 3 clusters Score -306506.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -306526.531250 Penalty: 2566.742188
	Iteration 10Q: 3 clusters Score -306526.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -306545.750000 Penalty: 2566.742188
	Iteration 11Q: 3 clusters Score -306545.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -306561.656250 Penalty: 2566.742188
	Iteration 12Q: 3 clusters Score -306561.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -306584.875000 Penalty: 2566.742188
	Iteration 13Q: 3 clusters Score -306584.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -306613.750000 Penalty: 2566.742188
	Iteration 14Q: 3 clusters Score -306613.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -306649.750000 Penalty: 2566.742188
	Iteration 15Q: 3 clusters Score -306649.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -306687.843750 Penalty: 2566.742188
	Iteration 16Q: 3 clusters Score -306687.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -306730.968750 Penalty: 2566.742188
	Iteration 17Q: 3 clusters Score -306731 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -306766.000000 Penalty: 2566.742188
	Iteration 18Q: 3 clusters Score -306766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -306788.656250 Penalty: 2566.742188
	Iteration 19Q: 3 clusters Score -306788.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -306815.718750 Penalty: 2566.742188
	Iteration 20F: 3 clusters Score -306815.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -306840.562500 Penalty: 2566.742188
	Iteration 21Q: 3 clusters Score -306840.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -306868.031250 Penalty: 2566.742188
	Iteration 22Q: 3 clusters Score -306868 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -306885.937500 Penalty: 2566.742188
	Iteration 23Q: 3 clusters Score -306885.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -306901.031250 Penalty: 2566.742188
	Iteration 24Q: 3 clusters Score -306901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -306916.062500 Penalty: 2566.742188
	Iteration 25Q: 3 clusters Score -306916.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -306938.968750 Penalty: 2566.742188
	Iteration 26Q: 3 clusters Score -306939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -306959.125000 Penalty: 2566.742188
	Iteration 27Q: 3 clusters Score -306959.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -306972.687500 Penalty: 2566.742188
	Iteration 28Q: 3 clusters Score -306972.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -306987.031250 Penalty: 2566.742188
	Iteration 29Q: 3 clusters Score -306987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -306998.093750 Penalty: 2566.742188
	Iteration 30Q: 3 clusters Score -306998.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -307007.031250 Penalty: 2566.742188
	Iteration 31Q: 3 clusters Score -307007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -307016.062500 Penalty: 2566.742188
	Iteration 32Q: 3 clusters Score -307016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -307020.187500 Penalty: 2566.742188
	Iteration 33Q: 3 clusters Score -307020.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -307020.875000 Penalty: 2566.742188
	Iteration 34Q: 3 clusters Score -307020.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -307022.343750 Penalty: 2566.742188
	Iteration 35Q: 3 clusters Score -307022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -307022.343750 Penalty: 2566.742188
	Iteration 36F: 3 clusters Score -307022.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (5568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Entering Unmasked Estep 
Score: -623440.062500 Penalty: 1401.528564
	Iteration 0F: 2 clusters Score -623440.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -619163.812500 Penalty: 2803.057129
	Iteration 0F: 3 clusters Score -619163.8 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -620524.812500 Penalty: 2803.057129
	Iteration 1F: 3 clusters Score -620524.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -620880.875000 Penalty: 2803.057129
	Iteration 2F: 3 clusters Score -620880.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -621183.875000 Penalty: 2803.057129
	Iteration 3F: 3 clusters Score -621183.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -621447.625000 Penalty: 2803.057129
	Iteration 4F: 3 clusters Score -621447.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -621670.875000 Penalty: 2803.057129
	Iteration 5F: 3 clusters Score -621670.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -621875.562500 Penalty: 2803.057129
	Iteration 6Q: 3 clusters Score -621875.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -622061.562500 Penalty: 2803.057129
	Iteration 7Q: 3 clusters Score -622061.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -622211.437500 Penalty: 2803.057129
	Iteration 8Q: 3 clusters Score -622211.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -622294.750000 Penalty: 2803.057129
	Iteration 9Q: 3 clusters Score -622294.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -622345.187500 Penalty: 2803.057129
	Iteration 10Q: 3 clusters Score -622345.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -622378.937500 Penalty: 2803.057129
	Iteration 11Q: 3 clusters Score -622378.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -622406.812500 Penalty: 2803.057129
	Iteration 12Q: 3 clusters Score -622406.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -622423.250000 Penalty: 2803.057129
	Iteration 13Q: 3 clusters Score -622423.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -622435.437500 Penalty: 2803.057129
	Iteration 14Q: 3 clusters Score -622435.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -622448.500000 Penalty: 2803.057129
	Iteration 15Q: 3 clusters Score -622448.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -622456.687500 Penalty: 2803.057129
	Iteration 16Q: 3 clusters Score -622456.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -622466.562500 Penalty: 2803.057129
	Iteration 17Q: 3 clusters Score -622466.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -622478.562500 Penalty: 2803.057129
	Iteration 18Q: 3 clusters Score -622478.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -622493.062500 Penalty: 2803.057129
	Iteration 19Q: 3 clusters Score -622493.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -622521.437500 Penalty: 2803.057129
	Iteration 20F: 3 clusters Score -622521.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -622554.125000 Penalty: 2803.057129
	Iteration 21Q: 3 clusters Score -622554.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -622580.062500 Penalty: 2803.057129
	Iteration 22Q: 3 clusters Score -622580.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -622609.437500 Penalty: 2803.057129
	Iteration 23Q: 3 clusters Score -622609.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -622637.187500 Penalty: 2803.057129
	Iteration 24Q: 3 clusters Score -622637.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -622657.375000 Penalty: 2803.057129
	Iteration 25Q: 3 clusters Score -622657.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -622677.875000 Penalty: 2803.057129
	Iteration 26Q: 3 clusters Score -622677.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -622695.812500 Penalty: 2803.057129
	Iteration 27Q: 3 clusters Score -622695.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -622706.562500 Penalty: 2803.057129
	Iteration 28Q: 3 clusters Score -622706.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -622714.312500 Penalty: 2803.057129
	Iteration 29Q: 3 clusters Score -622714.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -622718.562500 Penalty: 2803.057129
	Iteration 30Q: 3 clusters Score -622718.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -622722.562500 Penalty: 2803.057129
	Iteration 31Q: 3 clusters Score -622722.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -622727.062500 Penalty: 2803.057129
	Iteration 32Q: 3 clusters Score -622727.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -622734.312500 Penalty: 2803.057129
	Iteration 33Q: 3 clusters Score -622734.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -622739.875000 Penalty: 2803.057129
	Iteration 34Q: 3 clusters Score -622739.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -622743.062500 Penalty: 2803.057129
	Iteration 35Q: 3 clusters Score -622743.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -622744.125000 Penalty: 2803.057129
	Iteration 36Q: 3 clusters Score -622744.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -622745.375000 Penalty: 2803.057129
	Iteration 37Q: 3 clusters Score -622745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -622745.312500 Penalty: 2803.057129
	Iteration 38Q: 3 clusters Score -622745.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -622746.937500 Penalty: 2803.057129
	Iteration 39Q: 3 clusters Score -622746.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -622746.500000 Penalty: 2803.057129
	Iteration 40F: 3 clusters Score -622746.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -622746.312500 Penalty: 2803.057129
	Iteration 41Q: 3 clusters Score -622746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -622747.375000 Penalty: 2803.057129
	Iteration 42Q: 3 clusters Score -622747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -622746.500000 Penalty: 2803.057129
	Iteration 43Q: 3 clusters Score -622746.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -622748.125000 Penalty: 2803.057129
	Iteration 44Q: 3 clusters Score -622748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -622747.812500 Penalty: 2803.057129
	Iteration 45Q: 3 clusters Score -622747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -622748.500000 Penalty: 2803.057129
	Iteration 46Q: 3 clusters Score -622748.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -622749.062500 Penalty: 2803.057129
	Iteration 47Q: 3 clusters Score -622749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -622750.125000 Penalty: 2803.057129
	Iteration 48Q: 3 clusters Score -622750.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -622750.187500 Penalty: 2803.057129
	Iteration 49Q: 3 clusters Score -622750.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -622750.562500 Penalty: 2803.057129
	Iteration 50Q: 3 clusters Score -622750.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -622753.000000 Penalty: 2803.057129
	Iteration 51Q: 3 clusters Score -622753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -622753.750000 Penalty: 2803.057129
	Iteration 52Q: 3 clusters Score -622753.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -622754.125000 Penalty: 2803.057129
	Iteration 53Q: 3 clusters Score -622754.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -622753.500000 Penalty: 2803.057129
	Iteration 54Q: 3 clusters Score -622753.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -622753.500000 Penalty: 2803.057129
	Iteration 55F: 3 clusters Score -622753.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (25605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25605 members 
Entering Unmasked Estep 
Score: -2952479.000000 Penalty: 1649.463257
	Iteration 0F: 2 clusters Score -2952479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -2935152.000000 Penalty: 3298.926514
	Iteration 0F: 3 clusters Score -2935152 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2941626.500000 Penalty: 3298.926514
	Iteration 1F: 3 clusters Score -2941626 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -2942073.500000 Penalty: 3298.926514
	Iteration 2Q: 3 clusters Score -2942074 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2942521.500000 Penalty: 3298.926514
	Iteration 3Q: 3 clusters Score -2942522 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2943005.750000 Penalty: 3298.926514
	Iteration 4Q: 3 clusters Score -2943006 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2943512.750000 Penalty: 3298.926514
	Iteration 5Q: 3 clusters Score -2943513 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2944062.750000 Penalty: 3298.926514
	Iteration 6Q: 3 clusters Score -2944063 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2944642.250000 Penalty: 3298.926514
	Iteration 7Q: 3 clusters Score -2944642 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -2945234.750000 Penalty: 3298.926514
	Iteration 8Q: 3 clusters Score -2945235 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2945877.000000 Penalty: 3298.926514
	Iteration 9Q: 3 clusters Score -2945877 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -2946463.000000 Penalty: 3298.926514
	Iteration 10Q: 3 clusters Score -2946463 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2946990.500000 Penalty: 3298.926514
	Iteration 11Q: 3 clusters Score -2946990 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2947348.250000 Penalty: 3298.926514
	Iteration 12Q: 3 clusters Score -2947348 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2947558.250000 Penalty: 3298.926514
	Iteration 13Q: 3 clusters Score -2947558 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -2947656.750000 Penalty: 3298.926514
	Iteration 14Q: 3 clusters Score -2947657 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -2947733.250000 Penalty: 3298.926514
	Iteration 15Q: 3 clusters Score -2947733 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2947798.500000 Penalty: 3298.926514
	Iteration 16Q: 3 clusters Score -2947798 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2947846.000000 Penalty: 3298.926514
	Iteration 17Q: 3 clusters Score -2947846 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2947875.750000 Penalty: 3298.926514
	Iteration 18Q: 3 clusters Score -2947876 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2947914.750000 Penalty: 3298.926514
	Iteration 19Q: 3 clusters Score -2947915 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -2947940.250000 Penalty: 3298.926514
	Iteration 20F: 3 clusters Score -2947940 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -2947996.250000 Penalty: 3298.926514
	Iteration 21Q: 3 clusters Score -2947996 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -2948045.500000 Penalty: 3298.926514
	Iteration 22Q: 3 clusters Score -2948046 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2948100.000000 Penalty: 3298.926514
	Iteration 23Q: 3 clusters Score -2948100 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2948143.250000 Penalty: 3298.926514
	Iteration 24Q: 3 clusters Score -2948143 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2948192.500000 Penalty: 3298.926514
	Iteration 25Q: 3 clusters Score -2948192 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2948243.500000 Penalty: 3298.926514
	Iteration 26Q: 3 clusters Score -2948244 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2948288.250000 Penalty: 3298.926514
	Iteration 27Q: 3 clusters Score -2948288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2948322.500000 Penalty: 3298.926514
	Iteration 28Q: 3 clusters Score -2948322 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -2948367.250000 Penalty: 3298.926514
	Iteration 29Q: 3 clusters Score -2948367 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -2948419.750000 Penalty: 3298.926514
	Iteration 30Q: 3 clusters Score -2948420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2948470.250000 Penalty: 3298.926514
	Iteration 31Q: 3 clusters Score -2948470 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2948510.000000 Penalty: 3298.926514
	Iteration 32Q: 3 clusters Score -2948510 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2948566.250000 Penalty: 3298.926514
	Iteration 33Q: 3 clusters Score -2948566 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -2948613.750000 Penalty: 3298.926514
	Iteration 34Q: 3 clusters Score -2948614 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2948659.750000 Penalty: 3298.926514
	Iteration 35Q: 3 clusters Score -2948660 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2948713.750000 Penalty: 3298.926514
	Iteration 36Q: 3 clusters Score -2948714 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2948764.750000 Penalty: 3298.926514
	Iteration 37Q: 3 clusters Score -2948765 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2948837.750000 Penalty: 3298.926514
	Iteration 38Q: 3 clusters Score -2948838 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -2948936.500000 Penalty: 3298.926514
	Iteration 39Q: 3 clusters Score -2948936 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -2949057.500000 Penalty: 3298.926514
	Iteration 40F: 3 clusters Score -2949058 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2949156.750000 Penalty: 3298.926514
	Iteration 41Q: 3 clusters Score -2949157 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2949267.500000 Penalty: 3298.926514
	Iteration 42Q: 3 clusters Score -2949268 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2949370.250000 Penalty: 3298.926514
	Iteration 43Q: 3 clusters Score -2949370 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2949468.500000 Penalty: 3298.926514
	Iteration 44Q: 3 clusters Score -2949468 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -2949582.500000 Penalty: 3298.926514
	Iteration 45Q: 3 clusters Score -2949582 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -2949698.250000 Penalty: 3298.926514
	Iteration 46Q: 3 clusters Score -2949698 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2949795.750000 Penalty: 3298.926514
	Iteration 47Q: 3 clusters Score -2949796 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2949909.250000 Penalty: 3298.926514
	Iteration 48Q: 3 clusters Score -2949909 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2950020.250000 Penalty: 3298.926514
	Iteration 49Q: 3 clusters Score -2950020 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2950131.250000 Penalty: 3298.926514
	Iteration 50Q: 3 clusters Score -2950131 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2950238.000000 Penalty: 3298.926514
	Iteration 51Q: 3 clusters Score -2950238 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2950338.250000 Penalty: 3298.926514
	Iteration 52Q: 3 clusters Score -2950338 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2950442.750000 Penalty: 3298.926514
	Iteration 53Q: 3 clusters Score -2950443 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2950542.250000 Penalty: 3298.926514
	Iteration 54Q: 3 clusters Score -2950542 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -2950663.750000 Penalty: 3298.926514
	Iteration 55Q: 3 clusters Score -2950664 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2950766.500000 Penalty: 3298.926514
	Iteration 56Q: 3 clusters Score -2950766 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2950842.500000 Penalty: 3298.926514
	Iteration 57Q: 3 clusters Score -2950842 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -2950937.500000 Penalty: 3298.926514
	Iteration 58Q: 3 clusters Score -2950938 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2951041.500000 Penalty: 3298.926514
	Iteration 59Q: 3 clusters Score -2951042 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2951150.750000 Penalty: 3298.926514
	Iteration 60F: 3 clusters Score -2951151 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2951240.000000 Penalty: 3298.926514
	Iteration 61Q: 3 clusters Score -2951240 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2951321.000000 Penalty: 3298.926514
	Iteration 62Q: 3 clusters Score -2951321 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -2951375.750000 Penalty: 3298.926514
	Iteration 63Q: 3 clusters Score -2951376 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -2951417.000000 Penalty: 3298.926514
	Iteration 64Q: 3 clusters Score -2951417 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2951456.250000 Penalty: 3298.926514
	Iteration 65Q: 3 clusters Score -2951456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -2951478.500000 Penalty: 3298.926514
	Iteration 66Q: 3 clusters Score -2951478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -2951496.250000 Penalty: 3298.926514
	Iteration 67Q: 3 clusters Score -2951496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -2951523.250000 Penalty: 3298.926514
	Iteration 68Q: 3 clusters Score -2951523 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -2951530.000000 Penalty: 3298.926514
	Iteration 69Q: 3 clusters Score -2951530 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -2951536.000000 Penalty: 3298.926514
	Iteration 70Q: 3 clusters Score -2951536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -2951543.750000 Penalty: 3298.926514
	Iteration 71Q: 3 clusters Score -2951544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -2951552.250000 Penalty: 3298.926514
	Iteration 72Q: 3 clusters Score -2951552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -2951547.000000 Penalty: 3298.926514
	Iteration 73Q: 3 clusters Score -2951547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -2951552.750000 Penalty: 3298.926514
	Iteration 74Q: 3 clusters Score -2951553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -2951559.500000 Penalty: 3298.926514
	Iteration 75Q: 3 clusters Score -2951560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -2951565.000000 Penalty: 3298.926514
	Iteration 76Q: 3 clusters Score -2951565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -2951568.500000 Penalty: 3298.926514
	Iteration 77Q: 3 clusters Score -2951568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2951571.000000 Penalty: 3298.926514
	Iteration 78Q: 3 clusters Score -2951571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -2951573.000000 Penalty: 3298.926514
	Iteration 79Q: 3 clusters Score -2951573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -2951571.000000 Penalty: 3298.926514
	Iteration 80F: 3 clusters Score -2951571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2951572.750000 Penalty: 3298.926514
	Iteration 81Q: 3 clusters Score -2951573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2951573.250000 Penalty: 3298.926514
	Iteration 82Q: 3 clusters Score -2951573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2951572.750000 Penalty: 3298.926514
	Iteration 83Q: 3 clusters Score -2951573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2951572.250000 Penalty: 3298.926514
	Iteration 84Q: 3 clusters Score -2951572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2951572.500000 Penalty: 3298.926514
	Iteration 85Q: 3 clusters Score -2951572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2951575.500000 Penalty: 3298.926514
	Iteration 86Q: 3 clusters Score -2951576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -2951575.500000 Penalty: 3298.926514
	Iteration 87F: 3 clusters Score -2951576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (4134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Entering Unmasked Estep 
Score: -414734.375000 Penalty: 1353.137573
	Iteration 0F: 2 clusters Score -414734.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -411340.031250 Penalty: 2706.275146
	Iteration 0F: 3 clusters Score -411340 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -412384.343750 Penalty: 2706.275146
	Iteration 1F: 3 clusters Score -412384.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -412694.375000 Penalty: 2706.275146
	Iteration 2F: 3 clusters Score -412694.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -412948.125000 Penalty: 2706.275146
	Iteration 3F: 3 clusters Score -412948.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -413169.843750 Penalty: 2706.275146
	Iteration 4F: 3 clusters Score -413169.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -413318.812500 Penalty: 2706.275146
	Iteration 5Q: 3 clusters Score -413318.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -413449.437500 Penalty: 2706.275146
	Iteration 6Q: 3 clusters Score -413449.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -413539.531250 Penalty: 2706.275146
	Iteration 7Q: 3 clusters Score -413539.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -413597.812500 Penalty: 2706.275146
	Iteration 8Q: 3 clusters Score -413597.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -413645.593750 Penalty: 2706.275146
	Iteration 9Q: 3 clusters Score -413645.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -413693.500000 Penalty: 2706.275146
	Iteration 10Q: 3 clusters Score -413693.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -413736.843750 Penalty: 2706.275146
	Iteration 11Q: 3 clusters Score -413736.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -413769.781250 Penalty: 2706.275146
	Iteration 12Q: 3 clusters Score -413769.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -413791.625000 Penalty: 2706.275146
	Iteration 13Q: 3 clusters Score -413791.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -413812.906250 Penalty: 2706.275146
	Iteration 14Q: 3 clusters Score -413812.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -413832.312500 Penalty: 2706.275146
	Iteration 15Q: 3 clusters Score -413832.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -413849.250000 Penalty: 2706.275146
	Iteration 16Q: 3 clusters Score -413849.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -413873.562500 Penalty: 2706.275146
	Iteration 17Q: 3 clusters Score -413873.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -413900.375000 Penalty: 2706.275146
	Iteration 18Q: 3 clusters Score -413900.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -413920.812500 Penalty: 2706.275146
	Iteration 19Q: 3 clusters Score -413920.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -413934.781250 Penalty: 2706.275146
	Iteration 20F: 3 clusters Score -413934.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -413946.031250 Penalty: 2706.275146
	Iteration 21Q: 3 clusters Score -413946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -413956.875000 Penalty: 2706.275146
	Iteration 22Q: 3 clusters Score -413956.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -413972.812500 Penalty: 2706.275146
	Iteration 23Q: 3 clusters Score -413972.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -413981.812500 Penalty: 2706.275146
	Iteration 24Q: 3 clusters Score -413981.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -413993.531250 Penalty: 2706.275146
	Iteration 25Q: 3 clusters Score -413993.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -414009.593750 Penalty: 2706.275146
	Iteration 26Q: 3 clusters Score -414009.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -414020.625000 Penalty: 2706.275146
	Iteration 27Q: 3 clusters Score -414020.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -414024.656250 Penalty: 2706.275146
	Iteration 28Q: 3 clusters Score -414024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -414031.250000 Penalty: 2706.275146
	Iteration 29Q: 3 clusters Score -414031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -414037.125000 Penalty: 2706.275146
	Iteration 30Q: 3 clusters Score -414037.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -414038.468750 Penalty: 2706.275146
	Iteration 31Q: 3 clusters Score -414038.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -414038.781250 Penalty: 2706.275146
	Iteration 32Q: 3 clusters Score -414038.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -414039.718750 Penalty: 2706.275146
	Iteration 33Q: 3 clusters Score -414039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -414039.718750 Penalty: 2706.275146
	Iteration 34F: 3 clusters Score -414039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Entering Unmasked Estep 
Score: -36656.753906 Penalty: 1028.869019
	Iteration 0F: 2 clusters Score -36656.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -35688.464844 Penalty: 2057.738037
	Iteration 0F: 3 clusters Score -35688.46 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -35983.226562 Penalty: 2057.738037
	Iteration 1F: 3 clusters Score -35983.23 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -36092.488281 Penalty: 2057.738037
	Iteration 2F: 3 clusters Score -36092.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -36143.578125 Penalty: 2057.738037
	Iteration 3Q: 3 clusters Score -36143.58 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -36186.375000 Penalty: 2057.738037
	Iteration 4Q: 3 clusters Score -36186.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -36206.937500 Penalty: 2057.738037
	Iteration 5Q: 3 clusters Score -36206.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -36215.203125 Penalty: 2057.738037
	Iteration 6Q: 3 clusters Score -36215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36238.734375 Penalty: 2057.738037
	Iteration 7Q: 3 clusters Score -36238.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36260.429688 Penalty: 2057.738037
	Iteration 8Q: 3 clusters Score -36260.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36263.105469 Penalty: 2057.738037
	Iteration 9Q: 3 clusters Score -36263.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36263.382812 Penalty: 2057.738037
	Iteration 10Q: 3 clusters Score -36263.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -36263.382812 Penalty: 2057.738037
	Iteration 11F: 3 clusters Score -36263.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Entering Unmasked Estep 
Score: -486268.812500 Penalty: 1359.005249
	Iteration 0F: 2 clusters Score -486268.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -482724.593750 Penalty: 2718.010498
	Iteration 0F: 3 clusters Score -482724.6 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -483667.812500 Penalty: 2718.010498
	Iteration 1F: 3 clusters Score -483667.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -483900.562500 Penalty: 2718.010498
	Iteration 2F: 3 clusters Score -483900.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -484109.937500 Penalty: 2718.010498
	Iteration 3F: 3 clusters Score -484109.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -484310.812500 Penalty: 2718.010498
	Iteration 4F: 3 clusters Score -484310.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -484463.187500 Penalty: 2718.010498
	Iteration 5Q: 3 clusters Score -484463.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -484603.531250 Penalty: 2718.010498
	Iteration 6Q: 3 clusters Score -484603.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -484729.968750 Penalty: 2718.010498
	Iteration 7Q: 3 clusters Score -484730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -484839.187500 Penalty: 2718.010498
	Iteration 8Q: 3 clusters Score -484839.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -484978.875000 Penalty: 2718.010498
	Iteration 9Q: 3 clusters Score -484978.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -485080.156250 Penalty: 2718.010498
	Iteration 10Q: 3 clusters Score -485080.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -485143.312500 Penalty: 2718.010498
	Iteration 11Q: 3 clusters Score -485143.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -485194.718750 Penalty: 2718.010498
	Iteration 12Q: 3 clusters Score -485194.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -485239.625000 Penalty: 2718.010498
	Iteration 13Q: 3 clusters Score -485239.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -485281.312500 Penalty: 2718.010498
	Iteration 14Q: 3 clusters Score -485281.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -485317.656250 Penalty: 2718.010498
	Iteration 15Q: 3 clusters Score -485317.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -485358.531250 Penalty: 2718.010498
	Iteration 16Q: 3 clusters Score -485358.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -485388.531250 Penalty: 2718.010498
	Iteration 17Q: 3 clusters Score -485388.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -485416.031250 Penalty: 2718.010498
	Iteration 18Q: 3 clusters Score -485416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -485452.531250 Penalty: 2718.010498
	Iteration 19Q: 3 clusters Score -485452.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -485480.812500 Penalty: 2718.010498
	Iteration 20F: 3 clusters Score -485480.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -485499.531250 Penalty: 2718.010498
	Iteration 21Q: 3 clusters Score -485499.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -485506.187500 Penalty: 2718.010498
	Iteration 22Q: 3 clusters Score -485506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -485508.718750 Penalty: 2718.010498
	Iteration 23Q: 3 clusters Score -485508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -485511.125000 Penalty: 2718.010498
	Iteration 24Q: 3 clusters Score -485511.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -485515.250000 Penalty: 2718.010498
	Iteration 25Q: 3 clusters Score -485515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -485516.687500 Penalty: 2718.010498
	Iteration 26Q: 3 clusters Score -485516.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -485516.468750 Penalty: 2718.010498
	Iteration 27Q: 3 clusters Score -485516.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -485518.406250 Penalty: 2718.010498
	Iteration 28Q: 3 clusters Score -485518.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -485519.968750 Penalty: 2718.010498
	Iteration 29Q: 3 clusters Score -485520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -485522.250000 Penalty: 2718.010498
	Iteration 30Q: 3 clusters Score -485522.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -485524.437500 Penalty: 2718.010498
	Iteration 31Q: 3 clusters Score -485524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -485526.031250 Penalty: 2718.010498
	Iteration 32Q: 3 clusters Score -485526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -485527.125000 Penalty: 2718.010498
	Iteration 33Q: 3 clusters Score -485527.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -485528.906250 Penalty: 2718.010498
	Iteration 34Q: 3 clusters Score -485528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -485529.812500 Penalty: 2718.010498
	Iteration 35Q: 3 clusters Score -485529.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -485529.531250 Penalty: 2718.010498
	Iteration 36Q: 3 clusters Score -485529.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -485530.406250 Penalty: 2718.010498
	Iteration 37Q: 3 clusters Score -485530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -485532.968750 Penalty: 2718.010498
	Iteration 38Q: 3 clusters Score -485533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -485534.687500 Penalty: 2718.010498
	Iteration 39Q: 3 clusters Score -485534.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -485536.750000 Penalty: 2718.010498
	Iteration 40F: 3 clusters Score -485536.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -485538.812500 Penalty: 2718.010498
	Iteration 41Q: 3 clusters Score -485538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -485539.156250 Penalty: 2718.010498
	Iteration 42Q: 3 clusters Score -485539.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -485539.468750 Penalty: 2718.010498
	Iteration 43Q: 3 clusters Score -485539.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -485541.812500 Penalty: 2718.010498
	Iteration 44Q: 3 clusters Score -485541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -485542.187500 Penalty: 2718.010498
	Iteration 45Q: 3 clusters Score -485542.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -485543.812500 Penalty: 2718.010498
	Iteration 46Q: 3 clusters Score -485543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -485545.593750 Penalty: 2718.010498
	Iteration 47Q: 3 clusters Score -485545.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -485547.906250 Penalty: 2718.010498
	Iteration 48Q: 3 clusters Score -485547.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -485547.687500 Penalty: 2718.010498
	Iteration 49Q: 3 clusters Score -485547.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -485547.687500 Penalty: 2718.010498
	Iteration 50F: 3 clusters Score -485547.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (6671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Entering Unmasked Estep 
Score: -745157.375000 Penalty: 1430.897827
	Iteration 0F: 2 clusters Score -745157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -740091.437500 Penalty: 2861.795654
	Iteration 0F: 3 clusters Score -740091.4 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -741650.937500 Penalty: 2861.795654
	Iteration 1F: 3 clusters Score -741650.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -742024.437500 Penalty: 2861.795654
	Iteration 2F: 3 clusters Score -742024.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -742474.812500 Penalty: 2861.795654
	Iteration 3F: 3 clusters Score -742474.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -742850.500000 Penalty: 2861.795654
	Iteration 4F: 3 clusters Score -742850.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -743146.250000 Penalty: 2861.795654
	Iteration 5F: 3 clusters Score -743146.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -743375.312500 Penalty: 2861.795654
	Iteration 6F: 3 clusters Score -743375.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -743593.875000 Penalty: 2861.795654
	Iteration 7Q: 3 clusters Score -743593.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -743778.750000 Penalty: 2861.795654
	Iteration 8Q: 3 clusters Score -743778.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -743950.437500 Penalty: 2861.795654
	Iteration 9Q: 3 clusters Score -743950.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -744092.875000 Penalty: 2861.795654
	Iteration 10Q: 3 clusters Score -744092.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -744219.875000 Penalty: 2861.795654
	Iteration 11Q: 3 clusters Score -744219.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -744343.500000 Penalty: 2861.795654
	Iteration 12Q: 3 clusters Score -744343.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -744450.625000 Penalty: 2861.795654
	Iteration 13Q: 3 clusters Score -744450.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -744530.437500 Penalty: 2861.795654
	Iteration 14Q: 3 clusters Score -744530.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -744585.437500 Penalty: 2861.795654
	Iteration 15Q: 3 clusters Score -744585.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -744633.062500 Penalty: 2861.795654
	Iteration 16Q: 3 clusters Score -744633.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -744677.625000 Penalty: 2861.795654
	Iteration 17Q: 3 clusters Score -744677.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -744709.875000 Penalty: 2861.795654
	Iteration 18Q: 3 clusters Score -744709.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -744741.500000 Penalty: 2861.795654
	Iteration 19Q: 3 clusters Score -744741.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -744771.250000 Penalty: 2861.795654
	Iteration 20F: 3 clusters Score -744771.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -744796.875000 Penalty: 2861.795654
	Iteration 21Q: 3 clusters Score -744796.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -744827.000000 Penalty: 2861.795654
	Iteration 22Q: 3 clusters Score -744827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -744850.937500 Penalty: 2861.795654
	Iteration 23Q: 3 clusters Score -744850.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -744862.437500 Penalty: 2861.795654
	Iteration 24Q: 3 clusters Score -744862.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -744869.437500 Penalty: 2861.795654
	Iteration 25Q: 3 clusters Score -744869.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -744877.187500 Penalty: 2861.795654
	Iteration 26Q: 3 clusters Score -744877.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -744880.437500 Penalty: 2861.795654
	Iteration 27Q: 3 clusters Score -744880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -744883.812500 Penalty: 2861.795654
	Iteration 28Q: 3 clusters Score -744883.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -744885.125000 Penalty: 2861.795654
	Iteration 29Q: 3 clusters Score -744885.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -744886.812500 Penalty: 2861.795654
	Iteration 30Q: 3 clusters Score -744886.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -744890.125000 Penalty: 2861.795654
	Iteration 31Q: 3 clusters Score -744890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -744891.812500 Penalty: 2861.795654
	Iteration 32Q: 3 clusters Score -744891.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -744892.750000 Penalty: 2861.795654
	Iteration 33Q: 3 clusters Score -744892.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -744893.375000 Penalty: 2861.795654
	Iteration 34Q: 3 clusters Score -744893.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -744893.375000 Penalty: 2861.795654
	Iteration 35F: 3 clusters Score -744893.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Entering Unmasked Estep 
Score: -193277.875000 Penalty: 1212.889771
	Iteration 0F: 2 clusters Score -193277.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -191345.234375 Penalty: 2425.779541
	Iteration 0F: 3 clusters Score -191345.2 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -191823.671875 Penalty: 2425.779541
	Iteration 1F: 3 clusters Score -191823.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -191985.187500 Penalty: 2425.779541
	Iteration 2F: 3 clusters Score -191985.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -192119.812500 Penalty: 2425.779541
	Iteration 3F: 3 clusters Score -192119.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -192252.656250 Penalty: 2425.779541
	Iteration 4F: 3 clusters Score -192252.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -192406.796875 Penalty: 2425.779541
	Iteration 5F: 3 clusters Score -192406.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -192542.859375 Penalty: 2425.779541
	Iteration 6F: 3 clusters Score -192542.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -192629.250000 Penalty: 2425.779541
	Iteration 7Q: 3 clusters Score -192629.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -192682.515625 Penalty: 2425.779541
	Iteration 8Q: 3 clusters Score -192682.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -192710.671875 Penalty: 2425.779541
	Iteration 9Q: 3 clusters Score -192710.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -192729.546875 Penalty: 2425.779541
	Iteration 10Q: 3 clusters Score -192729.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -192744.687500 Penalty: 2425.779541
	Iteration 11Q: 3 clusters Score -192744.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -192753.500000 Penalty: 2425.779541
	Iteration 12Q: 3 clusters Score -192753.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -192758.500000 Penalty: 2425.779541
	Iteration 13Q: 3 clusters Score -192758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -192762.312500 Penalty: 2425.779541
	Iteration 14Q: 3 clusters Score -192762.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -192763.765625 Penalty: 2425.779541
	Iteration 15Q: 3 clusters Score -192763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -192765.343750 Penalty: 2425.779541
	Iteration 16Q: 3 clusters Score -192765.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192766.750000 Penalty: 2425.779541
	Iteration 17Q: 3 clusters Score -192766.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192769.671875 Penalty: 2425.779541
	Iteration 18Q: 3 clusters Score -192769.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -192776.000000 Penalty: 2425.779541
	Iteration 19Q: 3 clusters Score -192776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192782.437500 Penalty: 2425.779541
	Iteration 20F: 3 clusters Score -192782.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -192785.390625 Penalty: 2425.779541
	Iteration 21Q: 3 clusters Score -192785.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192786.546875 Penalty: 2425.779541
	Iteration 22Q: 3 clusters Score -192786.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -192790.484375 Penalty: 2425.779541
	Iteration 23Q: 3 clusters Score -192790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -192793.187500 Penalty: 2425.779541
	Iteration 24Q: 3 clusters Score -192793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -192794.843750 Penalty: 2425.779541
	Iteration 25Q: 3 clusters Score -192794.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -192796.000000 Penalty: 2425.779541
	Iteration 26Q: 3 clusters Score -192796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -192798.640625 Penalty: 2425.779541
	Iteration 27Q: 3 clusters Score -192798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -192798.812500 Penalty: 2425.779541
	Iteration 28Q: 3 clusters Score -192798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192798.937500 Penalty: 2425.779541
	Iteration 29Q: 3 clusters Score -192798.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -192798.937500 Penalty: 2425.779541
	Iteration 30F: 3 clusters Score -192798.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (20850 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Entering Unmasked Estep 
Score: -2403837.000000 Penalty: 1616.080322
	Iteration 0F: 2 clusters Score -2403837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -2389810.500000 Penalty: 3232.160645
	Iteration 0F: 3 clusters Score -2389810 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2394822.250000 Penalty: 3232.160645
	Iteration 1F: 3 clusters Score -2394822 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2395273.250000 Penalty: 3232.160645
	Iteration 2F: 3 clusters Score -2395273 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2395782.000000 Penalty: 3232.160645
	Iteration 3F: 3 clusters Score -2395782 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2396507.750000 Penalty: 3232.160645
	Iteration 4F: 3 clusters Score -2396508 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2397395.000000 Penalty: 3232.160645
	Iteration 5F: 3 clusters Score -2397395 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -2398396.750000 Penalty: 3232.160645
	Iteration 6F: 3 clusters Score -2398397 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2399435.750000 Penalty: 3232.160645
	Iteration 7F: 3 clusters Score -2399436 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2400340.500000 Penalty: 3232.160645
	Iteration 8F: 3 clusters Score -2400340 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2401046.750000 Penalty: 3232.160645
	Iteration 9Q: 3 clusters Score -2401047 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2401528.500000 Penalty: 3232.160645
	Iteration 10Q: 3 clusters Score -2401528 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -2401818.500000 Penalty: 3232.160645
	Iteration 11Q: 3 clusters Score -2401818 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2402007.500000 Penalty: 3232.160645
	Iteration 12Q: 3 clusters Score -2402008 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2402163.000000 Penalty: 3232.160645
	Iteration 13Q: 3 clusters Score -2402163 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2402260.000000 Penalty: 3232.160645
	Iteration 14Q: 3 clusters Score -2402260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2402330.000000 Penalty: 3232.160645
	Iteration 15Q: 3 clusters Score -2402330 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2402378.250000 Penalty: 3232.160645
	Iteration 16Q: 3 clusters Score -2402378 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2402403.000000 Penalty: 3232.160645
	Iteration 17Q: 3 clusters Score -2402403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2402428.750000 Penalty: 3232.160645
	Iteration 18Q: 3 clusters Score -2402429 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2402454.750000 Penalty: 3232.160645
	Iteration 19Q: 3 clusters Score -2402455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2402464.750000 Penalty: 3232.160645
	Iteration 20F: 3 clusters Score -2402465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2402476.750000 Penalty: 3232.160645
	Iteration 21Q: 3 clusters Score -2402477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2402485.750000 Penalty: 3232.160645
	Iteration 22Q: 3 clusters Score -2402486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2402491.250000 Penalty: 3232.160645
	Iteration 23Q: 3 clusters Score -2402491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -2402497.250000 Penalty: 3232.160645
	Iteration 24Q: 3 clusters Score -2402497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2402497.750000 Penalty: 3232.160645
	Iteration 25Q: 3 clusters Score -2402498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2402502.500000 Penalty: 3232.160645
	Iteration 26Q: 3 clusters Score -2402502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2402510.250000 Penalty: 3232.160645
	Iteration 27Q: 3 clusters Score -2402510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -2402512.250000 Penalty: 3232.160645
	Iteration 28Q: 3 clusters Score -2402512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2402510.750000 Penalty: 3232.160645
	Iteration 29Q: 3 clusters Score -2402511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2402512.500000 Penalty: 3232.160645
	Iteration 30Q: 3 clusters Score -2402512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2402515.000000 Penalty: 3232.160645
	Iteration 31Q: 3 clusters Score -2402515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2402515.000000 Penalty: 3232.160645
	Iteration 32F: 3 clusters Score -2402515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (5500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Entering Unmasked Estep 
Score: -626953.375000 Penalty: 1399.531738
	Iteration 0F: 2 clusters Score -626953.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -622708.750000 Penalty: 2799.063477
	Iteration 0F: 3 clusters Score -622708.8 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -624118.312500 Penalty: 2799.063477
	Iteration 1F: 3 clusters Score -624118.3 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -624516.000000 Penalty: 2799.063477
	Iteration 2F: 3 clusters Score -624516 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -624934.187500 Penalty: 2799.063477
	Iteration 3F: 3 clusters Score -624934.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -625392.375000 Penalty: 2799.063477
	Iteration 4F: 3 clusters Score -625392.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -625840.125000 Penalty: 2799.063477
	Iteration 5F: 3 clusters Score -625840.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -626188.625000 Penalty: 2799.063477
	Iteration 6F: 3 clusters Score -626188.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -626388.937500 Penalty: 2799.063477
	Iteration 7Q: 3 clusters Score -626388.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -626481.625000 Penalty: 2799.063477
	Iteration 8Q: 3 clusters Score -626481.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -626524.812500 Penalty: 2799.063477
	Iteration 9Q: 3 clusters Score -626524.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -626542.062500 Penalty: 2799.063477
	Iteration 10Q: 3 clusters Score -626542.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -626549.812500 Penalty: 2799.063477
	Iteration 11Q: 3 clusters Score -626549.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -626553.750000 Penalty: 2799.063477
	Iteration 12Q: 3 clusters Score -626553.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -626555.750000 Penalty: 2799.063477
	Iteration 13Q: 3 clusters Score -626555.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -626557.500000 Penalty: 2799.063477
	Iteration 14Q: 3 clusters Score -626557.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -626557.125000 Penalty: 2799.063477
	Iteration 15Q: 3 clusters Score -626557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -626558.625000 Penalty: 2799.063477
	Iteration 16Q: 3 clusters Score -626558.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -626559.437500 Penalty: 2799.063477
	Iteration 17Q: 3 clusters Score -626559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -626560.937500 Penalty: 2799.063477
	Iteration 18Q: 3 clusters Score -626560.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -626561.250000 Penalty: 2799.063477
	Iteration 19Q: 3 clusters Score -626561.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -626561.250000 Penalty: 2799.063477
	Iteration 20F: 3 clusters Score -626561.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -916091.187500 Penalty: 1459.849609
	Iteration 0F: 2 clusters Score -916091.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -910243.375000 Penalty: 2919.699219
	Iteration 0F: 3 clusters Score -910243.4 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -912061.875000 Penalty: 2919.699219
	Iteration 1F: 3 clusters Score -912061.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -912233.437500 Penalty: 2919.699219
	Iteration 2F: 3 clusters Score -912233.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -912341.062500 Penalty: 2919.699219
	Iteration 3Q: 3 clusters Score -912341.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -912442.875000 Penalty: 2919.699219
	Iteration 4Q: 3 clusters Score -912442.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -912581.875000 Penalty: 2919.699219
	Iteration 5Q: 3 clusters Score -912581.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -912725.500000 Penalty: 2919.699219
	Iteration 6Q: 3 clusters Score -912725.5 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -912876.562500 Penalty: 2919.699219
	Iteration 7Q: 3 clusters Score -912876.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -913062.875000 Penalty: 2919.699219
	Iteration 8Q: 3 clusters Score -913062.9 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -913247.312500 Penalty: 2919.699219
	Iteration 9Q: 3 clusters Score -913247.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -913452.812500 Penalty: 2919.699219
	Iteration 10Q: 3 clusters Score -913452.8 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -913641.125000 Penalty: 2919.699219
	Iteration 11Q: 3 clusters Score -913641.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -913808.562500 Penalty: 2919.699219
	Iteration 12Q: 3 clusters Score -913808.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -913935.562500 Penalty: 2919.699219
	Iteration 13Q: 3 clusters Score -913935.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -914041.812500 Penalty: 2919.699219
	Iteration 14Q: 3 clusters Score -914041.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -914125.937500 Penalty: 2919.699219
	Iteration 15Q: 3 clusters Score -914125.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -914210.375000 Penalty: 2919.699219
	Iteration 16Q: 3 clusters Score -914210.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -914283.437500 Penalty: 2919.699219
	Iteration 17Q: 3 clusters Score -914283.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -914355.500000 Penalty: 2919.699219
	Iteration 18Q: 3 clusters Score -914355.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -914435.437500 Penalty: 2919.699219
	Iteration 19Q: 3 clusters Score -914435.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -914522.687500 Penalty: 2919.699219
	Iteration 20F: 3 clusters Score -914522.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -914602.500000 Penalty: 2919.699219
	Iteration 21Q: 3 clusters Score -914602.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -914665.250000 Penalty: 2919.699219
	Iteration 22Q: 3 clusters Score -914665.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -914731.500000 Penalty: 2919.699219
	Iteration 23Q: 3 clusters Score -914731.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -914793.750000 Penalty: 2919.699219
	Iteration 24Q: 3 clusters Score -914793.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -914847.437500 Penalty: 2919.699219
	Iteration 25Q: 3 clusters Score -914847.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -914896.687500 Penalty: 2919.699219
	Iteration 26Q: 3 clusters Score -914896.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -914937.750000 Penalty: 2919.699219
	Iteration 27Q: 3 clusters Score -914937.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -914970.625000 Penalty: 2919.699219
	Iteration 28Q: 3 clusters Score -914970.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -915000.062500 Penalty: 2919.699219
	Iteration 29Q: 3 clusters Score -915000.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -915022.437500 Penalty: 2919.699219
	Iteration 30Q: 3 clusters Score -915022.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -915039.250000 Penalty: 2919.699219
	Iteration 31Q: 3 clusters Score -915039.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -915050.000000 Penalty: 2919.699219
	Iteration 32Q: 3 clusters Score -915050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -915061.750000 Penalty: 2919.699219
	Iteration 33Q: 3 clusters Score -915061.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -915071.500000 Penalty: 2919.699219
	Iteration 34Q: 3 clusters Score -915071.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -915077.375000 Penalty: 2919.699219
	Iteration 35Q: 3 clusters Score -915077.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -915080.062500 Penalty: 2919.699219
	Iteration 36Q: 3 clusters Score -915080.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -915083.312500 Penalty: 2919.699219
	Iteration 37Q: 3 clusters Score -915083.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -915084.312500 Penalty: 2919.699219
	Iteration 38Q: 3 clusters Score -915084.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -915083.812500 Penalty: 2919.699219
	Iteration 39Q: 3 clusters Score -915083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -915083.687500 Penalty: 2919.699219
	Iteration 40F: 3 clusters Score -915083.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -915084.000000 Penalty: 2919.699219
	Iteration 41Q: 3 clusters Score -915084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -915084.000000 Penalty: 2919.699219
	Iteration 42F: 3 clusters Score -915084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (5736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Entering Unmasked Estep 
Score: -647607.687500 Penalty: 1406.359009
	Iteration 0F: 2 clusters Score -647607.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -643175.500000 Penalty: 2812.718018
	Iteration 0F: 3 clusters Score -643175.5 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -644576.187500 Penalty: 2812.718018
	Iteration 1F: 3 clusters Score -644576.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -644907.437500 Penalty: 2812.718018
	Iteration 2F: 3 clusters Score -644907.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -645269.125000 Penalty: 2812.718018
	Iteration 3F: 3 clusters Score -645269.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -645629.312500 Penalty: 2812.718018
	Iteration 4F: 3 clusters Score -645629.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -645943.812500 Penalty: 2812.718018
	Iteration 5F: 3 clusters Score -645943.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -646133.812500 Penalty: 2812.718018
	Iteration 6Q: 3 clusters Score -646133.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -646270.125000 Penalty: 2812.718018
	Iteration 7Q: 3 clusters Score -646270.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -646357.312500 Penalty: 2812.718018
	Iteration 8Q: 3 clusters Score -646357.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -646414.125000 Penalty: 2812.718018
	Iteration 9Q: 3 clusters Score -646414.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -646452.625000 Penalty: 2812.718018
	Iteration 10Q: 3 clusters Score -646452.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -646480.500000 Penalty: 2812.718018
	Iteration 11Q: 3 clusters Score -646480.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -646501.250000 Penalty: 2812.718018
	Iteration 12Q: 3 clusters Score -646501.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -646514.062500 Penalty: 2812.718018
	Iteration 13Q: 3 clusters Score -646514.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -646521.187500 Penalty: 2812.718018
	Iteration 14Q: 3 clusters Score -646521.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -646528.250000 Penalty: 2812.718018
	Iteration 15Q: 3 clusters Score -646528.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -646532.187500 Penalty: 2812.718018
	Iteration 16Q: 3 clusters Score -646532.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -646537.500000 Penalty: 2812.718018
	Iteration 17Q: 3 clusters Score -646537.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -646542.625000 Penalty: 2812.718018
	Iteration 18Q: 3 clusters Score -646542.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -646548.625000 Penalty: 2812.718018
	Iteration 19Q: 3 clusters Score -646548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -646554.937500 Penalty: 2812.718018
	Iteration 20F: 3 clusters Score -646554.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -646566.875000 Penalty: 2812.718018
	Iteration 21Q: 3 clusters Score -646566.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -646576.812500 Penalty: 2812.718018
	Iteration 22Q: 3 clusters Score -646576.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -646584.062500 Penalty: 2812.718018
	Iteration 23Q: 3 clusters Score -646584.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -646596.250000 Penalty: 2812.718018
	Iteration 24Q: 3 clusters Score -646596.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -646608.125000 Penalty: 2812.718018
	Iteration 25Q: 3 clusters Score -646608.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -646618.062500 Penalty: 2812.718018
	Iteration 26Q: 3 clusters Score -646618.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -646629.437500 Penalty: 2812.718018
	Iteration 27Q: 3 clusters Score -646629.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -646642.187500 Penalty: 2812.718018
	Iteration 28Q: 3 clusters Score -646642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -646649.250000 Penalty: 2812.718018
	Iteration 29Q: 3 clusters Score -646649.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -646658.500000 Penalty: 2812.718018
	Iteration 30Q: 3 clusters Score -646658.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -646671.875000 Penalty: 2812.718018
	Iteration 31Q: 3 clusters Score -646671.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -646675.750000 Penalty: 2812.718018
	Iteration 32Q: 3 clusters Score -646675.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -646681.812500 Penalty: 2812.718018
	Iteration 33Q: 3 clusters Score -646681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -646687.062500 Penalty: 2812.718018
	Iteration 34Q: 3 clusters Score -646687.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -646696.125000 Penalty: 2812.718018
	Iteration 35Q: 3 clusters Score -646696.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -646700.312500 Penalty: 2812.718018
	Iteration 36Q: 3 clusters Score -646700.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -646703.125000 Penalty: 2812.718018
	Iteration 37Q: 3 clusters Score -646703.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -646709.625000 Penalty: 2812.718018
	Iteration 38Q: 3 clusters Score -646709.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -646711.375000 Penalty: 2812.718018
	Iteration 39Q: 3 clusters Score -646711.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -646712.687500 Penalty: 2812.718018
	Iteration 40F: 3 clusters Score -646712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -646713.812500 Penalty: 2812.718018
	Iteration 41Q: 3 clusters Score -646713.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -646713.812500 Penalty: 2812.718018
	Iteration 42F: 3 clusters Score -646713.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Entering Unmasked Estep 
Score: -261168.718750 Penalty: 1259.963867
	Iteration 0F: 2 clusters Score -261168.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -258898.140625 Penalty: 2519.927734
	Iteration 0F: 3 clusters Score -258898.1 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -259408.687500 Penalty: 2519.927734
	Iteration 1F: 3 clusters Score -259408.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -259520.750000 Penalty: 2519.927734
	Iteration 2F: 3 clusters Score -259520.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259612.187500 Penalty: 2519.927734
	Iteration 3F: 3 clusters Score -259612.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -259671.296875 Penalty: 2519.927734
	Iteration 4Q: 3 clusters Score -259671.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259717.515625 Penalty: 2519.927734
	Iteration 5Q: 3 clusters Score -259717.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259770.234375 Penalty: 2519.927734
	Iteration 6Q: 3 clusters Score -259770.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -259821.812500 Penalty: 2519.927734
	Iteration 7Q: 3 clusters Score -259821.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -259869.046875 Penalty: 2519.927734
	Iteration 8Q: 3 clusters Score -259869 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -259914.562500 Penalty: 2519.927734
	Iteration 9Q: 3 clusters Score -259914.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -259954.156250 Penalty: 2519.927734
	Iteration 10Q: 3 clusters Score -259954.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -259994.406250 Penalty: 2519.927734
	Iteration 11Q: 3 clusters Score -259994.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -260031.906250 Penalty: 2519.927734
	Iteration 12Q: 3 clusters Score -260031.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -260056.296875 Penalty: 2519.927734
	Iteration 13Q: 3 clusters Score -260056.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -260089.218750 Penalty: 2519.927734
	Iteration 14Q: 3 clusters Score -260089.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -260118.687500 Penalty: 2519.927734
	Iteration 15Q: 3 clusters Score -260118.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -260131.953125 Penalty: 2519.927734
	Iteration 16Q: 3 clusters Score -260132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -260140.765625 Penalty: 2519.927734
	Iteration 17Q: 3 clusters Score -260140.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -260151.046875 Penalty: 2519.927734
	Iteration 18Q: 3 clusters Score -260151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -260162.062500 Penalty: 2519.927734
	Iteration 19Q: 3 clusters Score -260162.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -260172.359375 Penalty: 2519.927734
	Iteration 20F: 3 clusters Score -260172.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -260179.203125 Penalty: 2519.927734
	Iteration 21Q: 3 clusters Score -260179.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -260183.765625 Penalty: 2519.927734
	Iteration 22Q: 3 clusters Score -260183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -260185.406250 Penalty: 2519.927734
	Iteration 23Q: 3 clusters Score -260185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -260187.203125 Penalty: 2519.927734
	Iteration 24Q: 3 clusters Score -260187.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -260188.031250 Penalty: 2519.927734
	Iteration 25Q: 3 clusters Score -260188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -260188.390625 Penalty: 2519.927734
	Iteration 26Q: 3 clusters Score -260188.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -260189.515625 Penalty: 2519.927734
	Iteration 27Q: 3 clusters Score -260189.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -260192.562500 Penalty: 2519.927734
	Iteration 28Q: 3 clusters Score -260192.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -260194.312500 Penalty: 2519.927734
	Iteration 29Q: 3 clusters Score -260194.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -260194.625000 Penalty: 2519.927734
	Iteration 30Q: 3 clusters Score -260194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -260194.734375 Penalty: 2519.927734
	Iteration 31Q: 3 clusters Score -260194.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -260195.796875 Penalty: 2519.927734
	Iteration 32Q: 3 clusters Score -260195.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -260195.796875 Penalty: 2519.927734
	Iteration 33F: 3 clusters Score -260195.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Entering Unmasked Estep 
Score: -62741.656250 Penalty: 965.277832
	Iteration 0F: 2 clusters Score -62741.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -61781.710938 Penalty: 1930.555664
	Iteration 0F: 3 clusters Score -61781.71 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61889.203125 Penalty: 1930.555664
	Iteration 1F: 3 clusters Score -61889.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61930.398438 Penalty: 1930.555664
	Iteration 2F: 3 clusters Score -61930.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -61944.937500 Penalty: 1930.555664
	Iteration 3Q: 3 clusters Score -61944.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -61950.058594 Penalty: 1930.555664
	Iteration 4Q: 3 clusters Score -61950.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61953.890625 Penalty: 1930.555664
	Iteration 5Q: 3 clusters Score -61953.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61957.550781 Penalty: 1930.555664
	Iteration 6Q: 3 clusters Score -61957.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -61957.550781 Penalty: 1930.555664
	Iteration 7F: 3 clusters Score -61957.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (3339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Entering Unmasked Estep 
Score: -381869.218750 Penalty: 1318.431763
	Iteration 0F: 2 clusters Score -381869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -378895.718750 Penalty: 2636.863525
	Iteration 0F: 3 clusters Score -378895.7 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -379650.062500 Penalty: 2636.863525
	Iteration 1F: 3 clusters Score -379650.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -379771.093750 Penalty: 2636.863525
	Iteration 2F: 3 clusters Score -379771.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -379839.187500 Penalty: 2636.863525
	Iteration 3Q: 3 clusters Score -379839.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -379893.187500 Penalty: 2636.863525
	Iteration 4Q: 3 clusters Score -379893.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -379937.687500 Penalty: 2636.863525
	Iteration 5Q: 3 clusters Score -379937.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -379972.593750 Penalty: 2636.863525
	Iteration 6Q: 3 clusters Score -379972.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -380001.968750 Penalty: 2636.863525
	Iteration 7Q: 3 clusters Score -380002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -380032.968750 Penalty: 2636.863525
	Iteration 8Q: 3 clusters Score -380033 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -380059.718750 Penalty: 2636.863525
	Iteration 9Q: 3 clusters Score -380059.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -380086.562500 Penalty: 2636.863525
	Iteration 10Q: 3 clusters Score -380086.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -380113.000000 Penalty: 2636.863525
	Iteration 11Q: 3 clusters Score -380113 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -380130.500000 Penalty: 2636.863525
	Iteration 12Q: 3 clusters Score -380130.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -380149.468750 Penalty: 2636.863525
	Iteration 13Q: 3 clusters Score -380149.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -380166.625000 Penalty: 2636.863525
	Iteration 14Q: 3 clusters Score -380166.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -380183.000000 Penalty: 2636.863525
	Iteration 15Q: 3 clusters Score -380183 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -380194.750000 Penalty: 2636.863525
	Iteration 16Q: 3 clusters Score -380194.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -380207.125000 Penalty: 2636.863525
	Iteration 17Q: 3 clusters Score -380207.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -380223.312500 Penalty: 2636.863525
	Iteration 18Q: 3 clusters Score -380223.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -380239.906250 Penalty: 2636.863525
	Iteration 19Q: 3 clusters Score -380239.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -380249.656250 Penalty: 2636.863525
	Iteration 20F: 3 clusters Score -380249.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -380258.500000 Penalty: 2636.863525
	Iteration 21Q: 3 clusters Score -380258.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -380265.843750 Penalty: 2636.863525
	Iteration 22Q: 3 clusters Score -380265.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -380271.750000 Penalty: 2636.863525
	Iteration 23Q: 3 clusters Score -380271.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -380275.937500 Penalty: 2636.863525
	Iteration 24Q: 3 clusters Score -380275.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -380280.125000 Penalty: 2636.863525
	Iteration 25Q: 3 clusters Score -380280.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -380284.125000 Penalty: 2636.863525
	Iteration 26Q: 3 clusters Score -380284.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -380287.750000 Penalty: 2636.863525
	Iteration 27Q: 3 clusters Score -380287.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -380292.187500 Penalty: 2636.863525
	Iteration 28Q: 3 clusters Score -380292.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -380296.687500 Penalty: 2636.863525
	Iteration 29Q: 3 clusters Score -380296.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -380301.593750 Penalty: 2636.863525
	Iteration 30Q: 3 clusters Score -380301.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -380305.906250 Penalty: 2636.863525
	Iteration 31Q: 3 clusters Score -380305.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -380309.187500 Penalty: 2636.863525
	Iteration 32Q: 3 clusters Score -380309.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -380315.656250 Penalty: 2636.863525
	Iteration 33Q: 3 clusters Score -380315.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -380318.062500 Penalty: 2636.863525
	Iteration 34Q: 3 clusters Score -380318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -380322.093750 Penalty: 2636.863525
	Iteration 35Q: 3 clusters Score -380322.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -380329.750000 Penalty: 2636.863525
	Iteration 36Q: 3 clusters Score -380329.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -380334.156250 Penalty: 2636.863525
	Iteration 37Q: 3 clusters Score -380334.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -380337.937500 Penalty: 2636.863525
	Iteration 38Q: 3 clusters Score -380337.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -380341.500000 Penalty: 2636.863525
	Iteration 39Q: 3 clusters Score -380341.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -380345.125000 Penalty: 2636.863525
	Iteration 40F: 3 clusters Score -380345.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -380347.593750 Penalty: 2636.863525
	Iteration 41Q: 3 clusters Score -380347.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -380351.375000 Penalty: 2636.863525
	Iteration 42Q: 3 clusters Score -380351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -380354.156250 Penalty: 2636.863525
	Iteration 43Q: 3 clusters Score -380354.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -380358.468750 Penalty: 2636.863525
	Iteration 44Q: 3 clusters Score -380358.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -380361.718750 Penalty: 2636.863525
	Iteration 45Q: 3 clusters Score -380361.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -380371.156250 Penalty: 2636.863525
	Iteration 46Q: 3 clusters Score -380371.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -380381.281250 Penalty: 2636.863525
	Iteration 47Q: 3 clusters Score -380381.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -380390.812500 Penalty: 2636.863525
	Iteration 48Q: 3 clusters Score -380390.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -380397.656250 Penalty: 2636.863525
	Iteration 49Q: 3 clusters Score -380397.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -380403.343750 Penalty: 2636.863525
	Iteration 50Q: 3 clusters Score -380403.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -380413.781250 Penalty: 2636.863525
	Iteration 51Q: 3 clusters Score -380413.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -380422.781250 Penalty: 2636.863525
	Iteration 52Q: 3 clusters Score -380422.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -380429.781250 Penalty: 2636.863525
	Iteration 53Q: 3 clusters Score -380429.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -380435.843750 Penalty: 2636.863525
	Iteration 54Q: 3 clusters Score -380435.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -380442.718750 Penalty: 2636.863525
	Iteration 55Q: 3 clusters Score -380442.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -380453.906250 Penalty: 2636.863525
	Iteration 56Q: 3 clusters Score -380453.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -380462.562500 Penalty: 2636.863525
	Iteration 57Q: 3 clusters Score -380462.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -380470.437500 Penalty: 2636.863525
	Iteration 58Q: 3 clusters Score -380470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -380475.625000 Penalty: 2636.863525
	Iteration 59Q: 3 clusters Score -380475.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -380486.250000 Penalty: 2636.863525
	Iteration 60F: 3 clusters Score -380486.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -380491.187500 Penalty: 2636.863525
	Iteration 61Q: 3 clusters Score -380491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -380496.656250 Penalty: 2636.863525
	Iteration 62Q: 3 clusters Score -380496.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -380500.750000 Penalty: 2636.863525
	Iteration 63Q: 3 clusters Score -380500.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -380504.375000 Penalty: 2636.863525
	Iteration 64Q: 3 clusters Score -380504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -380512.343750 Penalty: 2636.863525
	Iteration 65Q: 3 clusters Score -380512.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -380519.125000 Penalty: 2636.863525
	Iteration 66Q: 3 clusters Score -380519.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -380527.468750 Penalty: 2636.863525
	Iteration 67Q: 3 clusters Score -380527.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -380536.625000 Penalty: 2636.863525
	Iteration 68Q: 3 clusters Score -380536.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -380542.156250 Penalty: 2636.863525
	Iteration 69Q: 3 clusters Score -380542.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -380549.718750 Penalty: 2636.863525
	Iteration 70Q: 3 clusters Score -380549.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -380556.437500 Penalty: 2636.863525
	Iteration 71Q: 3 clusters Score -380556.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -380564.031250 Penalty: 2636.863525
	Iteration 72Q: 3 clusters Score -380564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -380569.093750 Penalty: 2636.863525
	Iteration 73Q: 3 clusters Score -380569.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -380571.906250 Penalty: 2636.863525
	Iteration 74Q: 3 clusters Score -380571.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -380580.968750 Penalty: 2636.863525
	Iteration 75Q: 3 clusters Score -380581 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -380589.812500 Penalty: 2636.863525
	Iteration 76Q: 3 clusters Score -380589.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -380597.625000 Penalty: 2636.863525
	Iteration 77Q: 3 clusters Score -380597.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -380605.062500 Penalty: 2636.863525
	Iteration 78Q: 3 clusters Score -380605.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -380613.781250 Penalty: 2636.863525
	Iteration 79Q: 3 clusters Score -380613.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -380619.656250 Penalty: 2636.863525
	Iteration 80F: 3 clusters Score -380619.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -380623.968750 Penalty: 2636.863525
	Iteration 81Q: 3 clusters Score -380624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -380626.156250 Penalty: 2636.863525
	Iteration 82Q: 3 clusters Score -380626.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -380629.625000 Penalty: 2636.863525
	Iteration 83Q: 3 clusters Score -380629.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -380632.031250 Penalty: 2636.863525
	Iteration 84Q: 3 clusters Score -380632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -380634.875000 Penalty: 2636.863525
	Iteration 85Q: 3 clusters Score -380634.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -380639.156250 Penalty: 2636.863525
	Iteration 86Q: 3 clusters Score -380639.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -380641.375000 Penalty: 2636.863525
	Iteration 87Q: 3 clusters Score -380641.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -380644.156250 Penalty: 2636.863525
	Iteration 88Q: 3 clusters Score -380644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -380649.937500 Penalty: 2636.863525
	Iteration 89Q: 3 clusters Score -380649.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -380653.968750 Penalty: 2636.863525
	Iteration 90Q: 3 clusters Score -380654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -380660.187500 Penalty: 2636.863525
	Iteration 91Q: 3 clusters Score -380660.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -380666.625000 Penalty: 2636.863525
	Iteration 92Q: 3 clusters Score -380666.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -380672.687500 Penalty: 2636.863525
	Iteration 93Q: 3 clusters Score -380672.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -380676.500000 Penalty: 2636.863525
	Iteration 94Q: 3 clusters Score -380676.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -380680.875000 Penalty: 2636.863525
	Iteration 95Q: 3 clusters Score -380680.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -380687.062500 Penalty: 2636.863525
	Iteration 96Q: 3 clusters Score -380687.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -380688.875000 Penalty: 2636.863525
	Iteration 97Q: 3 clusters Score -380688.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -380692.406250 Penalty: 2636.863525
	Iteration 98Q: 3 clusters Score -380692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -380696.375000 Penalty: 2636.863525
	Iteration 99Q: 3 clusters Score -380696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -380699.718750 Penalty: 2636.863525
	Iteration 100F: 3 clusters Score -380699.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -380700.968750 Penalty: 2636.863525
	Iteration 101Q: 3 clusters Score -380701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -380702.125000 Penalty: 2636.863525
	Iteration 102Q: 3 clusters Score -380702.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -380702.468750 Penalty: 2636.863525
	Iteration 103Q: 3 clusters Score -380702.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -380702.468750 Penalty: 2636.863525
	Iteration 104F: 3 clusters Score -380702.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Entering Unmasked Estep 
Score: -58846.234375 Penalty: 968.663330
	Iteration 0F: 2 clusters Score -58846.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -57889.042969 Penalty: 1937.326660
	Iteration 0F: 3 clusters Score -57889.04 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58014.625000 Penalty: 1937.326660
	Iteration 1F: 3 clusters Score -58014.62 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -58041.003906 Penalty: 1937.326660
	Iteration 2Q: 3 clusters Score -58041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58049.460938 Penalty: 1937.326660
	Iteration 3Q: 3 clusters Score -58049.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -58052.531250 Penalty: 1937.326660
	Iteration 4Q: 3 clusters Score -58052.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -58055.757812 Penalty: 1937.326660
	Iteration 5Q: 3 clusters Score -58055.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58057.144531 Penalty: 1937.326660
	Iteration 6Q: 3 clusters Score -58057.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -58057.144531 Penalty: 1937.326660
	Iteration 7F: 3 clusters Score -58057.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -478009.000000 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -478009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -474553.812500 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -474553.8 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -475458.625000 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -475458.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -475673.593750 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -475673.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -475858.156250 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -475858.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -476040.375000 Penalty: 2703.194580
	Iteration 4F: 3 clusters Score -476040.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -476222.375000 Penalty: 2703.194580
	Iteration 5F: 3 clusters Score -476222.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -476375.625000 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -476375.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -476490.156250 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -476490.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -476620.687500 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -476620.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -476726.812500 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -476726.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -476787.687500 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -476787.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -476823.937500 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -476823.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -476854.468750 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -476854.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -476873.406250 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -476873.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -476880.468750 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -476880.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -476886.500000 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -476886.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -476893.656250 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -476893.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -476896.218750 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -476896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -476897.625000 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -476897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -476900.218750 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -476900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -476902.406250 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -476902.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -476902.781250 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -476902.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -476902.781250 Penalty: 2703.194580
	Iteration 22F: 3 clusters Score -476902.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Entering Unmasked Estep 
Score: -26330.947266 Penalty: 860.162048
	Iteration 0F: 2 clusters Score -26330.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25603.607422 Penalty: 1720.324097
	Iteration 0F: 3 clusters Score -25603.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -25660.593750 Penalty: 1720.324097
	Iteration 1F: 3 clusters Score -25660.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -25680.734375 Penalty: 1720.324097
	Iteration 2Q: 3 clusters Score -25680.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25682.562500 Penalty: 1720.324097
	Iteration 3Q: 3 clusters Score -25682.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -25682.562500 Penalty: 1720.324097
	Iteration 4F: 3 clusters Score -25682.56 nChanged 0
--- Evaluating fit on full set of 1084927 points ---
Entering Unmasked Estep 
Score: -120570984.000000 Penalty: 99363.718750
24->45 Clusters: Score -120570984.000000, best is -120596400.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 361642 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 15103 members 
Mstep: Class 3 contains 15046 members 
Mstep: Class 4 contains 14947 members 
Mstep: Class 5 contains 15094 members 
Mstep: Class 6 contains 15042 members 
Mstep: Class 7 contains 14940 members 
Mstep: Class 8 contains 15326 members 
Mstep: Class 9 contains 14953 members 
Mstep: Class 10 contains 15212 members 
Mstep: Class 11 contains 14996 members 
Mstep: Class 12 contains 15117 members 
Mstep: Class 13 contains 15047 members 
Mstep: Class 14 contains 15098 members 
Mstep: Class 15 contains 15076 members 
Mstep: Class 16 contains 15039 members 
Mstep: Class 17 contains 14984 members 
Mstep: Class 18 contains 14938 members 
Mstep: Class 19 contains 15208 members 
Mstep: Class 20 contains 15290 members 
Mstep: Class 21 contains 14943 members 
Mstep: Class 22 contains 15058 members 
Mstep: Class 23 contains 15048 members 
Mstep: Class 24 contains 15203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 608.433594 but Gain 2079.742188
Score: -37707792.000000 Penalty: 47834.058594
Iteration 0F: 24 clusters Score -3.770779e+07 nChanged 345016
Entering Unmasked Mstep 
Mstep: Class 0 contains 632 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 10099 members 
Mstep: Class 3 contains 15333 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 24430 members 
Mstep: Class 6 contains 11076 members 
Mstep: Class 7 contains 17360 members 
Mstep: Class 8 contains 29043 members 
Mstep: Class 9 contains 14127 members 
Mstep: Class 10 contains 10149 members 
Mstep: Class 12 contains 11048 members 
Mstep: Class 13 contains 20223 members 
Mstep: Class 14 contains 35939 members 
Mstep: Class 15 contains 11327 members 
Mstep: Class 16 contains 13409 members 
Mstep: Class 17 contains 13972 members 
Mstep: Class 18 contains 11633 members 
Mstep: Class 19 contains 10574 members 
Mstep: Class 20 contains 27679 members 
Mstep: Class 21 contains 10396 members 
Mstep: Class 22 contains 5784 members 
Mstep: Class 23 contains 30051 members 
Mstep: Class 24 contains 10949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -38907256.000000 Penalty: 47834.058594
Iteration 1F: 24 clusters Score -3.890726e+07 nChanged 168008
Entering Unmasked Mstep 
Mstep: Class 0 contains 513 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 6133 members 
Mstep: Class 5 contains 28112 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 17672 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 17952 members 
Mstep: Class 10 contains 5974 members 
Mstep: Class 12 contains 11174 members 
Mstep: Class 13 contains 28640 members 
Mstep: Class 14 contains 67312 members 
Mstep: Class 15 contains 6888 members 
Mstep: Class 16 contains 11322 members 
Mstep: Class 17 contains 7910 members 
Mstep: Class 18 contains 6931 members 
Mstep: Class 19 contains 6577 members 
Mstep: Class 20 contains 27588 members 
Mstep: Class 21 contains 4466 members 
Mstep: Class 22 contains 5416 members 
Mstep: Class 23 contains 31468 members 
Mstep: Class 24 contains 7894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39395596.000000 Penalty: 47834.058594
Iteration 2F: 24 clusters Score -3.93956e+07 nChanged 116311
Entering Unmasked Mstep 
Mstep: Class 0 contains 353 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 3235 members 
Mstep: Class 3 contains 9035 members 
Mstep: Class 4 contains 5846 members 
Mstep: Class 5 contains 31956 members 
Mstep: Class 6 contains 5468 members 
Mstep: Class 7 contains 19375 members 
Mstep: Class 8 contains 24299 members 
Mstep: Class 9 contains 24284 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 12 contains 10079 members 
Mstep: Class 13 contains 30664 members 
Mstep: Class 14 contains 82827 members 
Mstep: Class 15 contains 5711 members 
Mstep: Class 16 contains 10035 members 
Mstep: Class 17 contains 5519 members 
Mstep: Class 18 contains 5256 members 
Mstep: Class 19 contains 5087 members 
Mstep: Class 20 contains 25270 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 4684 members 
Mstep: Class 23 contains 26768 members 
Mstep: Class 24 contains 7934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39649180.000000 Penalty: 47834.058594
Iteration 3F: 24 clusters Score -3.964918e+07 nChanged 80478
Entering Unmasked Mstep 
Mstep: Class 0 contains 231 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 2524 members 
Mstep: Class 3 contains 7445 members 
Mstep: Class 4 contains 5322 members 
Mstep: Class 5 contains 36940 members 
Mstep: Class 6 contains 5602 members 
Mstep: Class 7 contains 22157 members 
Mstep: Class 8 contains 23776 members 
Mstep: Class 9 contains 24609 members 
Mstep: Class 10 contains 5175 members 
Mstep: Class 12 contains 8354 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 89793 members 
Mstep: Class 15 contains 5299 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 4651 members 
Mstep: Class 18 contains 4481 members 
Mstep: Class 19 contains 5148 members 
Mstep: Class 20 contains 24460 members 
Mstep: Class 21 contains 2186 members 
Mstep: Class 22 contains 4002 members 
Mstep: Class 23 contains 22165 members 
Mstep: Class 24 contains 9080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39799688.000000 Penalty: 47834.058594
Iteration 4F: 24 clusters Score -3.979969e+07 nChanged 59290
Entering Unmasked Mstep 
Mstep: Class 0 contains 160 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2068 members 
Mstep: Class 3 contains 6270 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 41735 members 
Mstep: Class 6 contains 6096 members 
Mstep: Class 7 contains 24559 members 
Mstep: Class 8 contains 23521 members 
Mstep: Class 9 contains 19934 members 
Mstep: Class 10 contains 5402 members 
Mstep: Class 12 contains 6247 members 
Mstep: Class 13 contains 27380 members 
Mstep: Class 14 contains 96931 members 
Mstep: Class 15 contains 5296 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 3888 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 23931 members 
Mstep: Class 21 contains 2333 members 
Mstep: Class 22 contains 3566 members 
Mstep: Class 23 contains 19362 members 
Mstep: Class 24 contains 10750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39899780.000000 Penalty: 47834.058594
Iteration 5F: 24 clusters Score -3.989978e+07 nChanged 40738
Entering Unmasked Mstep 
Mstep: Class 0 contains 119 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 4177 members 
Mstep: Class 5 contains 44265 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 26089 members 
Mstep: Class 8 contains 23432 members 
Mstep: Class 9 contains 14526 members 
Mstep: Class 10 contains 5606 members 
Mstep: Class 12 contains 4804 members 
Mstep: Class 13 contains 26333 members 
Mstep: Class 14 contains 103381 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 5899 members 
Mstep: Class 17 contains 2819 members 
Mstep: Class 18 contains 3466 members 
Mstep: Class 19 contains 6734 members 
Mstep: Class 20 contains 23775 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 12134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39953212.000000 Penalty: 47834.058594
Iteration 6F: 24 clusters Score -3.995321e+07 nChanged 25498
Entering Unmasked Mstep 
Mstep: Class 0 contains 100 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 1947 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 4 contains 3670 members 
Mstep: Class 5 contains 45152 members 
Mstep: Class 6 contains 6888 members 
Mstep: Class 7 contains 26780 members 
Mstep: Class 8 contains 23663 members 
Mstep: Class 9 contains 11418 members 
Mstep: Class 10 contains 5675 members 
Mstep: Class 12 contains 4112 members 
Mstep: Class 13 contains 26741 members 
Mstep: Class 14 contains 106147 members 
Mstep: Class 15 contains 5440 members 
Mstep: Class 16 contains 5871 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 3173 members 
Mstep: Class 19 contains 7630 members 
Mstep: Class 20 contains 23732 members 
Mstep: Class 21 contains 2499 members 
Mstep: Class 22 contains 3121 members 
Mstep: Class 23 contains 16089 members 
Mstep: Class 24 contains 13157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39980564.000000 Penalty: 47834.058594
Iteration 7F: 24 clusters Score -3.998056e+07 nChanged 16608
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 5049 members 
Mstep: Class 4 contains 3289 members 
Mstep: Class 5 contains 45383 members 
Mstep: Class 6 contains 7011 members 
Mstep: Class 7 contains 27061 members 
Mstep: Class 8 contains 23929 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 5772 members 
Mstep: Class 12 contains 3710 members 
Mstep: Class 13 contains 27800 members 
Mstep: Class 14 contains 106884 members 
Mstep: Class 15 contains 5432 members 
Mstep: Class 16 contains 6012 members 
Mstep: Class 17 contains 1821 members 
Mstep: Class 18 contains 2975 members 
Mstep: Class 19 contains 8259 members 
Mstep: Class 20 contains 23449 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 2939 members 
Mstep: Class 23 contains 15165 members 
Mstep: Class 24 contains 13913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39996420.000000 Penalty: 47834.058594
Iteration 8Q: 24 clusters Score -3.999642e+07 nChanged 11765
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 2047 members 
Mstep: Class 3 contains 4975 members 
Mstep: Class 4 contains 2952 members 
Mstep: Class 5 contains 45362 members 
Mstep: Class 6 contains 7056 members 
Mstep: Class 7 contains 27190 members 
Mstep: Class 8 contains 23988 members 
Mstep: Class 9 contains 9719 members 
Mstep: Class 10 contains 5888 members 
Mstep: Class 12 contains 3524 members 
Mstep: Class 13 contains 28859 members 
Mstep: Class 14 contains 107074 members 
Mstep: Class 15 contains 5307 members 
Mstep: Class 16 contains 6199 members 
Mstep: Class 17 contains 1747 members 
Mstep: Class 18 contains 2999 members 
Mstep: Class 19 contains 8655 members 
Mstep: Class 20 contains 22986 members 
Mstep: Class 21 contains 2836 members 
Mstep: Class 22 contains 2860 members 
Mstep: Class 23 contains 14591 members 
Mstep: Class 24 contains 14443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40006680.000000 Penalty: 47834.058594
Iteration 9Q: 24 clusters Score -4.000668e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2042 members 
Mstep: Class 3 contains 4903 members 
Mstep: Class 4 contains 2640 members 
Mstep: Class 5 contains 45301 members 
Mstep: Class 6 contains 7062 members 
Mstep: Class 7 contains 27265 members 
Mstep: Class 8 contains 23874 members 
Mstep: Class 9 contains 9979 members 
Mstep: Class 10 contains 5901 members 
Mstep: Class 12 contains 3470 members 
Mstep: Class 13 contains 29841 members 
Mstep: Class 14 contains 106888 members 
Mstep: Class 15 contains 5161 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 1771 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 8941 members 
Mstep: Class 20 contains 22568 members 
Mstep: Class 21 contains 3153 members 
Mstep: Class 22 contains 2817 members 
Mstep: Class 23 contains 14188 members 
Mstep: Class 24 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40015292.000000 Penalty: 47834.058594
Iteration 10Q: 24 clusters Score -4.001529e+07 nChanged 7225
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2020 members 
Mstep: Class 3 contains 4853 members 
Mstep: Class 4 contains 2424 members 
Mstep: Class 5 contains 45235 members 
Mstep: Class 6 contains 7047 members 
Mstep: Class 7 contains 27300 members 
Mstep: Class 8 contains 23553 members 
Mstep: Class 9 contains 10988 members 
Mstep: Class 10 contains 5872 members 
Mstep: Class 12 contains 3535 members 
Mstep: Class 13 contains 30654 members 
Mstep: Class 14 contains 106460 members 
Mstep: Class 15 contains 5022 members 
Mstep: Class 16 contains 6536 members 
Mstep: Class 17 contains 1842 members 
Mstep: Class 18 contains 3091 members 
Mstep: Class 19 contains 9265 members 
Mstep: Class 20 contains 22163 members 
Mstep: Class 21 contains 3425 members 
Mstep: Class 22 contains 2776 members 
Mstep: Class 23 contains 13867 members 
Mstep: Class 24 contains 14467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40019928.000000 Penalty: 47834.058594
Iteration 11Q: 24 clusters Score -4.001993e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 4799 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 45182 members 
Mstep: Class 6 contains 7007 members 
Mstep: Class 7 contains 27341 members 
Mstep: Class 8 contains 23084 members 
Mstep: Class 9 contains 11915 members 
Mstep: Class 10 contains 5821 members 
Mstep: Class 12 contains 3670 members 
Mstep: Class 13 contains 31357 members 
Mstep: Class 14 contains 105975 members 
Mstep: Class 15 contains 4901 members 
Mstep: Class 16 contains 6708 members 
Mstep: Class 17 contains 1906 members 
Mstep: Class 18 contains 3117 members 
Mstep: Class 19 contains 9616 members 
Mstep: Class 20 contains 21778 members 
Mstep: Class 21 contains 3631 members 
Mstep: Class 22 contains 2720 members 
Mstep: Class 23 contains 13657 members 
Mstep: Class 24 contains 14238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40023140.000000 Penalty: 47834.058594
Iteration 12Q: 24 clusters Score -4.002314e+07 nChanged 5204
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 1938 members 
Mstep: Class 3 contains 4767 members 
Mstep: Class 4 contains 2295 members 
Mstep: Class 5 contains 45144 members 
Mstep: Class 6 contains 6959 members 
Mstep: Class 7 contains 27356 members 
Mstep: Class 8 contains 22647 members 
Mstep: Class 9 contains 12701 members 
Mstep: Class 10 contains 5726 members 
Mstep: Class 12 contains 3811 members 
Mstep: Class 13 contains 32001 members 
Mstep: Class 14 contains 105468 members 
Mstep: Class 15 contains 4778 members 
Mstep: Class 16 contains 6959 members 
Mstep: Class 17 contains 1997 members 
Mstep: Class 18 contains 3131 members 
Mstep: Class 19 contains 9986 members 
Mstep: Class 20 contains 21401 members 
Mstep: Class 21 contains 3760 members 
Mstep: Class 22 contains 2621 members 
Mstep: Class 23 contains 13528 members 
Mstep: Class 24 contains 14018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40026232.000000 Penalty: 47834.058594
Iteration 13Q: 24 clusters Score -4.002623e+07 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 2284 members 
Mstep: Class 5 contains 45139 members 
Mstep: Class 6 contains 6901 members 
Mstep: Class 7 contains 27317 members 
Mstep: Class 8 contains 22120 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 5616 members 
Mstep: Class 12 contains 3941 members 
Mstep: Class 13 contains 32577 members 
Mstep: Class 14 contains 104912 members 
Mstep: Class 15 contains 4632 members 
Mstep: Class 16 contains 7286 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 3142 members 
Mstep: Class 19 contains 10365 members 
Mstep: Class 20 contains 20992 members 
Mstep: Class 21 contains 3828 members 
Mstep: Class 22 contains 2538 members 
Mstep: Class 23 contains 13506 members 
Mstep: Class 24 contains 13794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40029380.000000 Penalty: 47834.058594
Iteration 14Q: 24 clusters Score -4.002938e+07 nChanged 4835
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1821 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 2282 members 
Mstep: Class 5 contains 45186 members 
Mstep: Class 6 contains 6852 members 
Mstep: Class 7 contains 27242 members 
Mstep: Class 8 contains 21415 members 
Mstep: Class 9 contains 14163 members 
Mstep: Class 10 contains 5487 members 
Mstep: Class 12 contains 4043 members 
Mstep: Class 13 contains 33076 members 
Mstep: Class 14 contains 104391 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 7756 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 3151 members 
Mstep: Class 19 contains 10682 members 
Mstep: Class 20 contains 20784 members 
Mstep: Class 21 contains 3871 members 
Mstep: Class 22 contains 2442 members 
Mstep: Class 23 contains 13512 members 
Mstep: Class 24 contains 13584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40032120.000000 Penalty: 47834.058594
Iteration 15Q: 24 clusters Score -4.003212e+07 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1773 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 45244 members 
Mstep: Class 6 contains 6808 members 
Mstep: Class 7 contains 27142 members 
Mstep: Class 8 contains 20700 members 
Mstep: Class 9 contains 14832 members 
Mstep: Class 10 contains 5380 members 
Mstep: Class 12 contains 4134 members 
Mstep: Class 13 contains 33496 members 
Mstep: Class 14 contains 103890 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 8208 members 
Mstep: Class 17 contains 2413 members 
Mstep: Class 18 contains 3165 members 
Mstep: Class 19 contains 10907 members 
Mstep: Class 20 contains 20683 members 
Mstep: Class 21 contains 3910 members 
Mstep: Class 22 contains 2370 members 
Mstep: Class 23 contains 13541 members 
Mstep: Class 24 contains 13383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40033908.000000 Penalty: 47834.058594
Iteration 16Q: 24 clusters Score -4.003391e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1748 members 
Mstep: Class 3 contains 4681 members 
Mstep: Class 4 contains 2286 members 
Mstep: Class 5 contains 45304 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 26990 members 
Mstep: Class 8 contains 20124 members 
Mstep: Class 9 contains 15504 members 
Mstep: Class 10 contains 5296 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 33889 members 
Mstep: Class 14 contains 103367 members 
Mstep: Class 15 contains 4220 members 
Mstep: Class 16 contains 8476 members 
Mstep: Class 17 contains 2552 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 11078 members 
Mstep: Class 20 contains 20659 members 
Mstep: Class 21 contains 3920 members 
Mstep: Class 22 contains 2298 members 
Mstep: Class 23 contains 13611 members 
Mstep: Class 24 contains 13196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40035472.000000 Penalty: 47834.058594
Iteration 17Q: 24 clusters Score -4.003547e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 4612 members 
Mstep: Class 4 contains 2281 members 
Mstep: Class 5 contains 45379 members 
Mstep: Class 6 contains 6727 members 
Mstep: Class 7 contains 26821 members 
Mstep: Class 8 contains 19555 members 
Mstep: Class 9 contains 16152 members 
Mstep: Class 10 contains 5239 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 34254 members 
Mstep: Class 14 contains 102892 members 
Mstep: Class 15 contains 4129 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 3185 members 
Mstep: Class 19 contains 11185 members 
Mstep: Class 20 contains 20644 members 
Mstep: Class 21 contains 3937 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 13727 members 
Mstep: Class 24 contains 13004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40036800.000000 Penalty: 47834.058594
Iteration 18Q: 24 clusters Score -4.00368e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 4512 members 
Mstep: Class 4 contains 2277 members 
Mstep: Class 5 contains 45456 members 
Mstep: Class 6 contains 6704 members 
Mstep: Class 7 contains 26621 members 
Mstep: Class 8 contains 19050 members 
Mstep: Class 9 contains 16789 members 
Mstep: Class 10 contains 5190 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 34601 members 
Mstep: Class 14 contains 102383 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 2729 members 
Mstep: Class 18 contains 3195 members 
Mstep: Class 19 contains 11266 members 
Mstep: Class 20 contains 20644 members 
Mstep: Class 21 contains 3958 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 13908 members 
Mstep: Class 24 contains 12824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40037500.000000 Penalty: 47834.058594
Iteration 19Q: 24 clusters Score -4.00375e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1717 members 
Mstep: Class 3 contains 4404 members 
Mstep: Class 4 contains 2271 members 
Mstep: Class 5 contains 45517 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 26442 members 
Mstep: Class 8 contains 18634 members 
Mstep: Class 9 contains 17387 members 
Mstep: Class 10 contains 5160 members 
Mstep: Class 12 contains 4634 members 
Mstep: Class 13 contains 34907 members 
Mstep: Class 14 contains 101813 members 
Mstep: Class 15 contains 3995 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 3201 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 20669 members 
Mstep: Class 21 contains 3973 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 14130 members 
Mstep: Class 24 contains 12690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40040612.000000 Penalty: 47834.058594
Iteration 20F: 24 clusters Score -4.004061e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 4308 members 
Mstep: Class 4 contains 1924 members 
Mstep: Class 5 contains 45540 members 
Mstep: Class 6 contains 6635 members 
Mstep: Class 7 contains 26238 members 
Mstep: Class 8 contains 18181 members 
Mstep: Class 9 contains 18027 members 
Mstep: Class 10 contains 5113 members 
Mstep: Class 12 contains 4999 members 
Mstep: Class 13 contains 35220 members 
Mstep: Class 14 contains 101194 members 
Mstep: Class 15 contains 3873 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 2992 members 
Mstep: Class 18 contains 3204 members 
Mstep: Class 19 contains 11337 members 
Mstep: Class 20 contains 20707 members 
Mstep: Class 21 contains 4332 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 14371 members 
Mstep: Class 24 contains 12576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40043856.000000 Penalty: 47834.058594
Iteration 21Q: 24 clusters Score -4.004386e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1507 members 
Mstep: Class 3 contains 4207 members 
Mstep: Class 4 contains 1707 members 
Mstep: Class 5 contains 45541 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 26059 members 
Mstep: Class 8 contains 17812 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 5088 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 35532 members 
Mstep: Class 14 contains 100607 members 
Mstep: Class 15 contains 3791 members 
Mstep: Class 16 contains 9024 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 3200 members 
Mstep: Class 19 contains 11385 members 
Mstep: Class 20 contains 20760 members 
Mstep: Class 21 contains 4654 members 
Mstep: Class 22 contains 2068 members 
Mstep: Class 23 contains 14651 members 
Mstep: Class 24 contains 12442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40045720.000000 Penalty: 47834.058594
Iteration 22Q: 24 clusters Score -4.004572e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1410 members 
Mstep: Class 3 contains 4142 members 
Mstep: Class 4 contains 1569 members 
Mstep: Class 5 contains 45547 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 25869 members 
Mstep: Class 8 contains 17483 members 
Mstep: Class 9 contains 19224 members 
Mstep: Class 10 contains 5073 members 
Mstep: Class 12 contains 5282 members 
Mstep: Class 13 contains 35815 members 
Mstep: Class 14 contains 100001 members 
Mstep: Class 15 contains 3742 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 3331 members 
Mstep: Class 18 contains 3194 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 20842 members 
Mstep: Class 21 contains 4886 members 
Mstep: Class 22 contains 1973 members 
Mstep: Class 23 contains 14916 members 
Mstep: Class 24 contains 12333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40047444.000000 Penalty: 47834.058594
Iteration 23Q: 24 clusters Score -4.004744e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1329 members 
Mstep: Class 3 contains 4075 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 45553 members 
Mstep: Class 6 contains 6532 members 
Mstep: Class 7 contains 25668 members 
Mstep: Class 8 contains 17163 members 
Mstep: Class 9 contains 19791 members 
Mstep: Class 10 contains 5071 members 
Mstep: Class 12 contains 5335 members 
Mstep: Class 13 contains 36071 members 
Mstep: Class 14 contains 99434 members 
Mstep: Class 15 contains 3710 members 
Mstep: Class 16 contains 9178 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 3184 members 
Mstep: Class 19 contains 11330 members 
Mstep: Class 20 contains 20941 members 
Mstep: Class 21 contains 5035 members 
Mstep: Class 22 contains 1885 members 
Mstep: Class 23 contains 15218 members 
Mstep: Class 24 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40048760.000000 Penalty: 47834.058594
Iteration 24Q: 24 clusters Score -4.004876e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1320 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 1474 members 
Mstep: Class 5 contains 45552 members 
Mstep: Class 6 contains 6473 members 
Mstep: Class 7 contains 25451 members 
Mstep: Class 8 contains 16842 members 
Mstep: Class 9 contains 20306 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 12 contains 5383 members 
Mstep: Class 13 contains 36322 members 
Mstep: Class 14 contains 98888 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 9345 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 11229 members 
Mstep: Class 20 contains 21007 members 
Mstep: Class 21 contains 5127 members 
Mstep: Class 22 contains 1839 members 
Mstep: Class 23 contains 15572 members 
Mstep: Class 24 contains 12092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40050176.000000 Penalty: 47834.058594
Iteration 25Q: 24 clusters Score -4.005018e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 4023 members 
Mstep: Class 4 contains 1461 members 
Mstep: Class 5 contains 45541 members 
Mstep: Class 6 contains 6391 members 
Mstep: Class 7 contains 25231 members 
Mstep: Class 8 contains 16527 members 
Mstep: Class 9 contains 20754 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 12 contains 5449 members 
Mstep: Class 13 contains 36551 members 
Mstep: Class 14 contains 98387 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 3148 members 
Mstep: Class 19 contains 11071 members 
Mstep: Class 20 contains 21081 members 
Mstep: Class 21 contains 5158 members 
Mstep: Class 22 contains 1801 members 
Mstep: Class 23 contains 15940 members 
Mstep: Class 24 contains 11990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40052256.000000 Penalty: 47834.058594
Iteration 26Q: 24 clusters Score -4.005226e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 1487 members 
Mstep: Class 3 contains 4230 members 
Mstep: Class 4 contains 1448 members 
Mstep: Class 5 contains 45530 members 
Mstep: Class 6 contains 6282 members 
Mstep: Class 7 contains 24998 members 
Mstep: Class 8 contains 16223 members 
Mstep: Class 9 contains 21168 members 
Mstep: Class 10 contains 5045 members 
Mstep: Class 12 contains 5510 members 
Mstep: Class 13 contains 36758 members 
Mstep: Class 14 contains 97921 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 9750 members 
Mstep: Class 17 contains 3606 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 10795 members 
Mstep: Class 20 contains 21127 members 
Mstep: Class 21 contains 5209 members 
Mstep: Class 22 contains 1769 members 
Mstep: Class 23 contains 16218 members 
Mstep: Class 24 contains 11897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40053984.000000 Penalty: 47834.058594
Iteration 27Q: 24 clusters Score -4.005398e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 4573 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 45520 members 
Mstep: Class 6 contains 6167 members 
Mstep: Class 7 contains 24736 members 
Mstep: Class 8 contains 15903 members 
Mstep: Class 9 contains 21518 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 12 contains 5559 members 
Mstep: Class 13 contains 36946 members 
Mstep: Class 14 contains 97560 members 
Mstep: Class 15 contains 3614 members 
Mstep: Class 16 contains 10010 members 
Mstep: Class 17 contains 3613 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 10480 members 
Mstep: Class 20 contains 21174 members 
Mstep: Class 21 contains 5212 members 
Mstep: Class 22 contains 1741 members 
Mstep: Class 23 contains 16443 members 
Mstep: Class 24 contains 11796 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 28Q: 24 clusters Score -4.005506e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1779 members 
Mstep: Class 3 contains 4926 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 45498 members 
Mstep: Class 6 contains 6026 members 
Mstep: Class 7 contains 24468 members 
Mstep: Class 8 contains 15609 members 
Mstep: Class 9 contains 21845 members 
Mstep: Class 10 contains 5034 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 37118 members 
Mstep: Class 14 contains 97196 members 
Mstep: Class 15 contains 3600 members 
Mstep: Class 16 contains 10261 members 
Mstep: Class 17 contains 3620 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 10229 members 
Mstep: Class 20 contains 21198 members 
Mstep: Class 21 contains 5217 members 
Mstep: Class 22 contains 1721 members 
Mstep: Class 23 contains 16650 members 
Mstep: Class 24 contains 11701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40055768.000000 Penalty: 47834.058594
Iteration 29Q: 24 clusters Score -4.005577e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1970 members 
Mstep: Class 3 contains 5259 members 
Mstep: Class 4 contains 1441 members 
Mstep: Class 5 contains 45497 members 
Mstep: Class 6 contains 5839 members 
Mstep: Class 7 contains 24191 members 
Mstep: Class 8 contains 15361 members 
Mstep: Class 9 contains 22141 members 
Mstep: Class 10 contains 5033 members 
Mstep: Class 12 contains 5619 members 
Mstep: Class 13 contains 37285 members 
Mstep: Class 14 contains 96864 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 10477 members 
Mstep: Class 17 contains 3629 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 9963 members 
Mstep: Class 20 contains 21221 members 
Mstep: Class 21 contains 5218 members 
Mstep: Class 22 contains 1703 members 
Mstep: Class 23 contains 16875 members 
Mstep: Class 24 contains 11622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40056688.000000 Penalty: 47834.058594
Iteration 30Q: 24 clusters Score -4.005669e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2202 members 
Mstep: Class 3 contains 5551 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 45502 members 
Mstep: Class 6 contains 5628 members 
Mstep: Class 7 contains 23878 members 
Mstep: Class 8 contains 15158 members 
Mstep: Class 9 contains 22407 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 12 contains 5646 members 
Mstep: Class 13 contains 37418 members 
Mstep: Class 14 contains 96574 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 10658 members 
Mstep: Class 17 contains 3635 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 9713 members 
Mstep: Class 20 contains 21239 members 
Mstep: Class 21 contains 5210 members 
Mstep: Class 22 contains 1691 members 
Mstep: Class 23 contains 17141 members 
Mstep: Class 24 contains 11565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40057340.000000 Penalty: 47834.058594
Iteration 31Q: 24 clusters Score -4.005734e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2463 members 
Mstep: Class 3 contains 5779 members 
Mstep: Class 4 contains 1438 members 
Mstep: Class 5 contains 45501 members 
Mstep: Class 6 contains 5407 members 
Mstep: Class 7 contains 23559 members 
Mstep: Class 8 contains 14991 members 
Mstep: Class 9 contains 22631 members 
Mstep: Class 10 contains 5039 members 
Mstep: Class 12 contains 5694 members 
Mstep: Class 13 contains 37546 members 
Mstep: Class 14 contains 96311 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 10808 members 
Mstep: Class 17 contains 3645 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 21215 members 
Mstep: Class 21 contains 5204 members 
Mstep: Class 22 contains 1678 members 
Mstep: Class 23 contains 17410 members 
Mstep: Class 24 contains 11520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40058128.000000 Penalty: 47834.058594
Iteration 32Q: 24 clusters Score -4.005813e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2724 members 
Mstep: Class 3 contains 5971 members 
Mstep: Class 4 contains 1436 members 
Mstep: Class 5 contains 45508 members 
Mstep: Class 6 contains 5201 members 
Mstep: Class 7 contains 23263 members 
Mstep: Class 8 contains 14836 members 
Mstep: Class 9 contains 22849 members 
Mstep: Class 10 contains 5040 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 37660 members 
Mstep: Class 14 contains 96073 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 10937 members 
Mstep: Class 17 contains 3656 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 9312 members 
Mstep: Class 20 contains 21172 members 
Mstep: Class 21 contains 5198 members 
Mstep: Class 22 contains 1672 members 
Mstep: Class 23 contains 17666 members 
Mstep: Class 24 contains 11477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40058672.000000 Penalty: 47834.058594
Iteration 33Q: 24 clusters Score -4.005867e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 2979 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 45516 members 
Mstep: Class 6 contains 5015 members 
Mstep: Class 7 contains 22986 members 
Mstep: Class 8 contains 14715 members 
Mstep: Class 9 contains 23046 members 
Mstep: Class 10 contains 5043 members 
Mstep: Class 12 contains 5732 members 
Mstep: Class 13 contains 37767 members 
Mstep: Class 14 contains 95828 members 
Mstep: Class 15 contains 3565 members 
Mstep: Class 16 contains 11031 members 
Mstep: Class 17 contains 3665 members 
Mstep: Class 18 contains 2719 members 
Mstep: Class 19 contains 9164 members 
Mstep: Class 20 contains 21136 members 
Mstep: Class 21 contains 5189 members 
Mstep: Class 22 contains 1667 members 
Mstep: Class 23 contains 17925 members 
Mstep: Class 24 contains 11433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40059156.000000 Penalty: 47834.058594
Iteration 34Q: 24 clusters Score -4.005916e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3190 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 1433 members 
Mstep: Class 5 contains 45503 members 
Mstep: Class 6 contains 4858 members 
Mstep: Class 7 contains 22712 members 
Mstep: Class 8 contains 14615 members 
Mstep: Class 9 contains 23211 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 12 contains 5754 members 
Mstep: Class 13 contains 37858 members 
Mstep: Class 14 contains 95639 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 11112 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 2700 members 
Mstep: Class 19 contains 9037 members 
Mstep: Class 20 contains 21090 members 
Mstep: Class 21 contains 5194 members 
Mstep: Class 22 contains 1656 members 
Mstep: Class 23 contains 18191 members 
Mstep: Class 24 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40059556.000000 Penalty: 47834.058594
Iteration 35Q: 24 clusters Score -4.005956e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 3353 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 1432 members 
Mstep: Class 5 contains 45491 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 22466 members 
Mstep: Class 8 contains 14528 members 
Mstep: Class 9 contains 23336 members 
Mstep: Class 10 contains 5054 members 
Mstep: Class 12 contains 5779 members 
Mstep: Class 13 contains 37937 members 
Mstep: Class 14 contains 95483 members 
Mstep: Class 15 contains 3560 members 
Mstep: Class 16 contains 11171 members 
Mstep: Class 17 contains 3676 members 
Mstep: Class 18 contains 2698 members 
Mstep: Class 19 contains 8934 members 
Mstep: Class 20 contains 21032 members 
Mstep: Class 21 contains 5193 members 
Mstep: Class 22 contains 1652 members 
Mstep: Class 23 contains 18443 members 
Mstep: Class 24 contains 11336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40059896.000000 Penalty: 47834.058594
Iteration 36Q: 24 clusters Score -4.00599e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 3451 members 
Mstep: Class 3 contains 6437 members 
Mstep: Class 4 contains 1431 members 
Mstep: Class 5 contains 45487 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 22250 members 
Mstep: Class 8 contains 14447 members 
Mstep: Class 9 contains 23437 members 
Mstep: Class 10 contains 5061 members 
Mstep: Class 12 contains 5815 members 
Mstep: Class 13 contains 38015 members 
Mstep: Class 14 contains 95341 members 
Mstep: Class 15 contains 3557 members 
Mstep: Class 16 contains 11228 members 
Mstep: Class 17 contains 3682 members 
Mstep: Class 18 contains 2691 members 
Mstep: Class 19 contains 8841 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 5193 members 
Mstep: Class 22 contains 1647 members 
Mstep: Class 23 contains 18677 members 
Mstep: Class 24 contains 11299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40060200.000000 Penalty: 47834.058594
Iteration 37Q: 24 clusters Score -4.00602e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3518 members 
Mstep: Class 3 contains 6530 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 45484 members 
Mstep: Class 6 contains 4641 members 
Mstep: Class 7 contains 22067 members 
Mstep: Class 8 contains 14370 members 
Mstep: Class 9 contains 23520 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 12 contains 5839 members 
Mstep: Class 13 contains 38090 members 
Mstep: Class 14 contains 95230 members 
Mstep: Class 15 contains 3553 members 
Mstep: Class 16 contains 11274 members 
Mstep: Class 17 contains 3686 members 
Mstep: Class 18 contains 2679 members 
Mstep: Class 19 contains 8760 members 
Mstep: Class 20 contains 20930 members 
Mstep: Class 21 contains 5186 members 
Mstep: Class 22 contains 1642 members 
Mstep: Class 23 contains 18883 members 
Mstep: Class 24 contains 11263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40060532.000000 Penalty: 47834.058594
Iteration 38Q: 24 clusters Score -4.006053e+07 nChanged 778
Entering ConstructFrom: 
Score: -40060532.000000 Penalty: 47834.058594
Entering ConstructFrom: 
Trying to split cluster 1 (7957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Entering Unmasked Estep 
Score: -902166.062500 Penalty: 1459.543701
	Iteration 0F: 2 clusters Score -902166.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -896321.125000 Penalty: 2919.087402
	Iteration 0F: 3 clusters Score -896321.1 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -898269.312500 Penalty: 2919.087402
	Iteration 1F: 3 clusters Score -898269.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -898812.000000 Penalty: 2919.087402
	Iteration 2F: 3 clusters Score -898812 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -899667.687500 Penalty: 2919.087402
	Iteration 3F: 3 clusters Score -899667.7 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -901103.187500 Penalty: 2919.087402
	Iteration 4F: 3 clusters Score -901103.2 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -902669.375000 Penalty: 2919.087402
	Iteration 5F: 3 clusters Score -902669.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -903487.562500 Penalty: 2919.087402
	Iteration 6F: 3 clusters Score -903487.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -903893.875000 Penalty: 2919.087402
	Iteration 7Q: 3 clusters Score -903893.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -904115.812500 Penalty: 2919.087402
	Iteration 8Q: 3 clusters Score -904115.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -904223.250000 Penalty: 2919.087402
	Iteration 9Q: 3 clusters Score -904223.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -904282.125000 Penalty: 2919.087402
	Iteration 10Q: 3 clusters Score -904282.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -904322.000000 Penalty: 2919.087402
	Iteration 11Q: 3 clusters Score -904322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -904347.625000 Penalty: 2919.087402
	Iteration 12Q: 3 clusters Score -904347.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -904374.312500 Penalty: 2919.087402
	Iteration 13Q: 3 clusters Score -904374.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -904386.312500 Penalty: 2919.087402
	Iteration 14Q: 3 clusters Score -904386.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -904393.312500 Penalty: 2919.087402
	Iteration 15Q: 3 clusters Score -904393.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -904394.375000 Penalty: 2919.087402
	Iteration 16Q: 3 clusters Score -904394.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -904393.437500 Penalty: 2919.087402
	Iteration 17Q: 3 clusters Score -904393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -904393.437500 Penalty: 2919.087402
	Iteration 18F: 3 clusters Score -904393.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3536 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 38161 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Entering Unmasked Estep 
Score: -40062288.000000 Penalty: 49913.800781
Splitting cluster 1 changes total score from -40060532.000000 to -40062288.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 2 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -399469.593750 Penalty: 1327.747070
	Iteration 0F: 2 clusters Score -399469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -396410.937500 Penalty: 2655.494141
	Iteration 0F: 3 clusters Score -396410.9 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -397216.468750 Penalty: 2655.494141
	Iteration 1F: 3 clusters Score -397216.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -397493.375000 Penalty: 2655.494141
	Iteration 2F: 3 clusters Score -397493.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -397956.593750 Penalty: 2655.494141
	Iteration 3F: 3 clusters Score -397956.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -398510.468750 Penalty: 2655.494141
	Iteration 4F: 3 clusters Score -398510.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -398886.156250 Penalty: 2655.494141
	Iteration 5F: 3 clusters Score -398886.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -399079.968750 Penalty: 2655.494141
	Iteration 6F: 3 clusters Score -399080 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -399191.937500 Penalty: 2655.494141
	Iteration 7Q: 3 clusters Score -399191.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -399261.781250 Penalty: 2655.494141
	Iteration 8Q: 3 clusters Score -399261.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -399302.750000 Penalty: 2655.494141
	Iteration 9Q: 3 clusters Score -399302.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -399326.250000 Penalty: 2655.494141
	Iteration 10Q: 3 clusters Score -399326.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -399345.250000 Penalty: 2655.494141
	Iteration 11Q: 3 clusters Score -399345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -399353.968750 Penalty: 2655.494141
	Iteration 12Q: 3 clusters Score -399354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -399360.312500 Penalty: 2655.494141
	Iteration 13Q: 3 clusters Score -399360.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -399367.906250 Penalty: 2655.494141
	Iteration 14Q: 3 clusters Score -399367.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -399375.968750 Penalty: 2655.494141
	Iteration 15Q: 3 clusters Score -399376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -399386.187500 Penalty: 2655.494141
	Iteration 16Q: 3 clusters Score -399386.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -399398.218750 Penalty: 2655.494141
	Iteration 17Q: 3 clusters Score -399398.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -399412.781250 Penalty: 2655.494141
	Iteration 18Q: 3 clusters Score -399412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -399422.437500 Penalty: 2655.494141
	Iteration 19Q: 3 clusters Score -399422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -399430.218750 Penalty: 2655.494141
	Iteration 20F: 3 clusters Score -399430.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -399440.531250 Penalty: 2655.494141
	Iteration 21Q: 3 clusters Score -399440.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -399455.812500 Penalty: 2655.494141
	Iteration 22Q: 3 clusters Score -399455.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -399471.375000 Penalty: 2655.494141
	Iteration 23Q: 3 clusters Score -399471.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -399483.187500 Penalty: 2655.494141
	Iteration 24Q: 3 clusters Score -399483.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -399503.125000 Penalty: 2655.494141
	Iteration 25Q: 3 clusters Score -399503.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -399543.875000 Penalty: 2655.494141
	Iteration 26Q: 3 clusters Score -399543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -399584.968750 Penalty: 2655.494141
	Iteration 27Q: 3 clusters Score -399585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -399607.750000 Penalty: 2655.494141
	Iteration 28Q: 3 clusters Score -399607.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -399616.281250 Penalty: 2655.494141
	Iteration 29Q: 3 clusters Score -399616.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -399617.593750 Penalty: 2655.494141
	Iteration 30Q: 3 clusters Score -399617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -399617.593750 Penalty: 2655.494141
	Iteration 31F: 3 clusters Score -399617.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 6605 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 38161 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Entering Unmasked Estep 
Score: -40061608.000000 Penalty: 51993.542969
Splitting cluster 2 changes total score from -40060532.000000 to -40061608.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 3 (6605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Entering Unmasked Estep 
Score: -745382.000000 Penalty: 1429.282104
	Iteration 0F: 2 clusters Score -745382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -740354.000000 Penalty: 2858.564209
	Iteration 0F: 3 clusters Score -740354 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -741853.187500 Penalty: 2858.564209
	Iteration 1F: 3 clusters Score -741853.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -742118.500000 Penalty: 2858.564209
	Iteration 2F: 3 clusters Score -742118.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -742425.437500 Penalty: 2858.564209
	Iteration 3F: 3 clusters Score -742425.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -742728.062500 Penalty: 2858.564209
	Iteration 4F: 3 clusters Score -742728.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -743096.375000 Penalty: 2858.564209
	Iteration 5F: 3 clusters Score -743096.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -743486.500000 Penalty: 2858.564209
	Iteration 6F: 3 clusters Score -743486.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -743954.000000 Penalty: 2858.564209
	Iteration 7F: 3 clusters Score -743954 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -744556.437500 Penalty: 2858.564209
	Iteration 8F: 3 clusters Score -744556.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -745198.562500 Penalty: 2858.564209
	Iteration 9F: 3 clusters Score -745198.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -745739.750000 Penalty: 2858.564209
	Iteration 10Q: 3 clusters Score -745739.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -746065.562500 Penalty: 2858.564209
	Iteration 11Q: 3 clusters Score -746065.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -746159.500000 Penalty: 2858.564209
	Iteration 12Q: 3 clusters Score -746159.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -746198.312500 Penalty: 2858.564209
	Iteration 13Q: 3 clusters Score -746198.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -746210.500000 Penalty: 2858.564209
	Iteration 14Q: 3 clusters Score -746210.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -746213.437500 Penalty: 2858.564209
	Iteration 15Q: 3 clusters Score -746213.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -746216.312500 Penalty: 2858.564209
	Iteration 16Q: 3 clusters Score -746216.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -746216.625000 Penalty: 2858.564209
	Iteration 17Q: 3 clusters Score -746216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -746216.625000 Penalty: 2858.564209
	Iteration 18F: 3 clusters Score -746216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 1430 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 38161 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Entering Unmasked Estep 
Score: -40061796.000000 Penalty: 54073.285156
Splitting cluster 3 changes total score from -40060532.000000 to -40061796.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 4 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -108403.664062 Penalty: 1180.632324
	Iteration 0F: 2 clusters Score -108403.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -107143.968750 Penalty: 2361.264648
	Iteration 0F: 3 clusters Score -107144 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -109137.593750 Penalty: 2361.264648
	Iteration 1F: 3 clusters Score -109137.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -110226.187500 Penalty: 2361.264648
	Iteration 2F: 3 clusters Score -110226.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -110558.851562 Penalty: 2361.264648
	Iteration 3F: 3 clusters Score -110558.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -110684.546875 Penalty: 2361.264648
	Iteration 4Q: 3 clusters Score -110684.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -110807.312500 Penalty: 2361.264648
	Iteration 5Q: 3 clusters Score -110807.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -110881.742188 Penalty: 2361.264648
	Iteration 6Q: 3 clusters Score -110881.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -110909.601562 Penalty: 2361.264648
	Iteration 7Q: 3 clusters Score -110909.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -110917.609375 Penalty: 2361.264648
	Iteration 8Q: 3 clusters Score -110917.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -110926.062500 Penalty: 2361.264648
	Iteration 9Q: 3 clusters Score -110926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -110931.992188 Penalty: 2361.264648
	Iteration 10Q: 3 clusters Score -110932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -110936.046875 Penalty: 2361.264648
	Iteration 11Q: 3 clusters Score -110936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -110936.820312 Penalty: 2361.264648
	Iteration 12Q: 3 clusters Score -110936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -110936.820312 Penalty: 2361.264648
	Iteration 13F: 3 clusters Score -110936.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 38161 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Entering Unmasked Estep 
Score: -40063408.000000 Penalty: 56153.027344
Splitting cluster 4 changes total score from -40060532.000000 to -40063408.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 5 (45471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Entering Unmasked Estep 
Score: -5300546.500000 Penalty: 1742.784790
	Iteration 0F: 2 clusters Score -5300546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -5270026.000000 Penalty: 3485.569580
	Iteration 0F: 3 clusters Score -5270026 nChanged 21394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -5282316.500000 Penalty: 3485.569580
	Iteration 1F: 3 clusters Score -5282316 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -5283194.500000 Penalty: 3485.569580
	Iteration 2Q: 3 clusters Score -5283194 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -5284224.500000 Penalty: 3485.569580
	Iteration 3Q: 3 clusters Score -5284224 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -5285552.000000 Penalty: 3485.569580
	Iteration 4F: 3 clusters Score -5285552 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -5287106.500000 Penalty: 3485.569580
	Iteration 5F: 3 clusters Score -5287106 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -5288683.500000 Penalty: 3485.569580
	Iteration 6F: 3 clusters Score -5288684 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -5290181.500000 Penalty: 3485.569580
	Iteration 7F: 3 clusters Score -5290182 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -5291391.500000 Penalty: 3485.569580
	Iteration 8F: 3 clusters Score -5291392 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -5292335.500000 Penalty: 3485.569580
	Iteration 9Q: 3 clusters Score -5292336 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -5293071.000000 Penalty: 3485.569580
	Iteration 10Q: 3 clusters Score -5293071 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5293707.500000 Penalty: 3485.569580
	Iteration 11Q: 3 clusters Score -5293708 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -5294179.000000 Penalty: 3485.569580
	Iteration 12Q: 3 clusters Score -5294179 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -5294628.000000 Penalty: 3485.569580
	Iteration 13Q: 3 clusters Score -5294628 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -5295065.000000 Penalty: 3485.569580
	Iteration 14Q: 3 clusters Score -5295065 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -5295368.500000 Penalty: 3485.569580
	Iteration 15Q: 3 clusters Score -5295368 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -5295645.000000 Penalty: 3485.569580
	Iteration 16Q: 3 clusters Score -5295645 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -5295907.500000 Penalty: 3485.569580
	Iteration 17Q: 3 clusters Score -5295908 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5296124.500000 Penalty: 3485.569580
	Iteration 18Q: 3 clusters Score -5296124 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -5296350.500000 Penalty: 3485.569580
	Iteration 19Q: 3 clusters Score -5296350 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -5296505.000000 Penalty: 3485.569580
	Iteration 20F: 3 clusters Score -5296505 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -5296671.000000 Penalty: 3485.569580
	Iteration 21Q: 3 clusters Score -5296671 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5296818.500000 Penalty: 3485.569580
	Iteration 22Q: 3 clusters Score -5296818 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -5296976.000000 Penalty: 3485.569580
	Iteration 23Q: 3 clusters Score -5296976 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -5297132.000000 Penalty: 3485.569580
	Iteration 24Q: 3 clusters Score -5297132 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -5297235.000000 Penalty: 3485.569580
	Iteration 25Q: 3 clusters Score -5297235 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -5297339.000000 Penalty: 3485.569580
	Iteration 26Q: 3 clusters Score -5297339 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -5297461.000000 Penalty: 3485.569580
	Iteration 27Q: 3 clusters Score -5297461 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -5297543.000000 Penalty: 3485.569580
	Iteration 28Q: 3 clusters Score -5297543 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -5297655.000000 Penalty: 3485.569580
	Iteration 29Q: 3 clusters Score -5297655 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -5297734.500000 Penalty: 3485.569580
	Iteration 30Q: 3 clusters Score -5297734 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37350 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -5297825.000000 Penalty: 3485.569580
	Iteration 31Q: 3 clusters Score -5297825 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5297907.000000 Penalty: 3485.569580
	Iteration 32Q: 3 clusters Score -5297907 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -5298004.000000 Penalty: 3485.569580
	Iteration 33Q: 3 clusters Score -5298004 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -5298127.000000 Penalty: 3485.569580
	Iteration 34Q: 3 clusters Score -5298127 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -5298229.000000 Penalty: 3485.569580
	Iteration 35Q: 3 clusters Score -5298229 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -5298337.500000 Penalty: 3485.569580
	Iteration 36Q: 3 clusters Score -5298338 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -5298436.000000 Penalty: 3485.569580
	Iteration 37Q: 3 clusters Score -5298436 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -5298573.500000 Penalty: 3485.569580
	Iteration 38Q: 3 clusters Score -5298574 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -5298707.000000 Penalty: 3485.569580
	Iteration 39Q: 3 clusters Score -5298707 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -5298822.000000 Penalty: 3485.569580
	Iteration 40F: 3 clusters Score -5298822 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -5298922.000000 Penalty: 3485.569580
	Iteration 41Q: 3 clusters Score -5298922 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -5299026.500000 Penalty: 3485.569580
	Iteration 42Q: 3 clusters Score -5299026 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -5299110.500000 Penalty: 3485.569580
	Iteration 43Q: 3 clusters Score -5299110 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5299160.000000 Penalty: 3485.569580
	Iteration 44Q: 3 clusters Score -5299160 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -5299210.500000 Penalty: 3485.569580
	Iteration 45Q: 3 clusters Score -5299210 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -5299256.500000 Penalty: 3485.569580
	Iteration 46Q: 3 clusters Score -5299256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -5299297.000000 Penalty: 3485.569580
	Iteration 47Q: 3 clusters Score -5299297 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -5299352.500000 Penalty: 3485.569580
	Iteration 48Q: 3 clusters Score -5299352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -5299364.000000 Penalty: 3485.569580
	Iteration 49Q: 3 clusters Score -5299364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5299396.000000 Penalty: 3485.569580
	Iteration 50Q: 3 clusters Score -5299396 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -5299429.500000 Penalty: 3485.569580
	Iteration 51Q: 3 clusters Score -5299430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -5299455.500000 Penalty: 3485.569580
	Iteration 52Q: 3 clusters Score -5299456 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -5299474.500000 Penalty: 3485.569580
	Iteration 53Q: 3 clusters Score -5299474 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -5299486.000000 Penalty: 3485.569580
	Iteration 54Q: 3 clusters Score -5299486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -5299496.000000 Penalty: 3485.569580
	Iteration 55Q: 3 clusters Score -5299496 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -5299520.000000 Penalty: 3485.569580
	Iteration 56Q: 3 clusters Score -5299520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5299533.000000 Penalty: 3485.569580
	Iteration 57Q: 3 clusters Score -5299533 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -5299530.500000 Penalty: 3485.569580
	Iteration 58Q: 3 clusters Score -5299530 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5299543.000000 Penalty: 3485.569580
	Iteration 59Q: 3 clusters Score -5299543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -5299543.500000 Penalty: 3485.569580
	Iteration 60F: 3 clusters Score -5299544 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5299539.500000 Penalty: 3485.569580
	Iteration 61Q: 3 clusters Score -5299540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5299544.000000 Penalty: 3485.569580
	Iteration 62Q: 3 clusters Score -5299544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -5299541.500000 Penalty: 3485.569580
	Iteration 63Q: 3 clusters Score -5299542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -5299547.500000 Penalty: 3485.569580
	Iteration 64Q: 3 clusters Score -5299548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -5299542.500000 Penalty: 3485.569580
	Iteration 65Q: 3 clusters Score -5299542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5299553.500000 Penalty: 3485.569580
	Iteration 66Q: 3 clusters Score -5299554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -5299567.000000 Penalty: 3485.569580
	Iteration 67Q: 3 clusters Score -5299567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -5299571.500000 Penalty: 3485.569580
	Iteration 68Q: 3 clusters Score -5299572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5299569.000000 Penalty: 3485.569580
	Iteration 69Q: 3 clusters Score -5299569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43614 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5299576.000000 Penalty: 3485.569580
	Iteration 70Q: 3 clusters Score -5299576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43621 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5299571.500000 Penalty: 3485.569580
	Iteration 71Q: 3 clusters Score -5299572 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5299576.500000 Penalty: 3485.569580
	Iteration 72Q: 3 clusters Score -5299576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -5299578.000000 Penalty: 3485.569580
	Iteration 73Q: 3 clusters Score -5299578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5299579.000000 Penalty: 3485.569580
	Iteration 74Q: 3 clusters Score -5299579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5299586.000000 Penalty: 3485.569580
	Iteration 75Q: 3 clusters Score -5299586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -5299591.500000 Penalty: 3485.569580
	Iteration 76Q: 3 clusters Score -5299592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -5299582.500000 Penalty: 3485.569580
	Iteration 77Q: 3 clusters Score -5299582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -5299591.000000 Penalty: 3485.569580
	Iteration 78Q: 3 clusters Score -5299591 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5299595.500000 Penalty: 3485.569580
	Iteration 79Q: 3 clusters Score -5299596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -5299599.500000 Penalty: 3485.569580
	Iteration 80F: 3 clusters Score -5299600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -5299610.000000 Penalty: 3485.569580
	Iteration 81Q: 3 clusters Score -5299610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5299610.000000 Penalty: 3485.569580
	Iteration 82Q: 3 clusters Score -5299610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5299612.500000 Penalty: 3485.569580
	Iteration 83Q: 3 clusters Score -5299612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -5299612.000000 Penalty: 3485.569580
	Iteration 84Q: 3 clusters Score -5299612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5299610.000000 Penalty: 3485.569580
	Iteration 85Q: 3 clusters Score -5299610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5299616.500000 Penalty: 3485.569580
	Iteration 86Q: 3 clusters Score -5299616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -5299613.500000 Penalty: 3485.569580
	Iteration 87Q: 3 clusters Score -5299614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5299616.000000 Penalty: 3485.569580
	Iteration 88Q: 3 clusters Score -5299616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5299616.500000 Penalty: 3485.569580
	Iteration 89Q: 3 clusters Score -5299616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -5299622.000000 Penalty: 3485.569580
	Iteration 90Q: 3 clusters Score -5299622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5299618.000000 Penalty: 3485.569580
	Iteration 91Q: 3 clusters Score -5299618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -5299620.000000 Penalty: 3485.569580
	Iteration 92Q: 3 clusters Score -5299620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5299623.000000 Penalty: 3485.569580
	Iteration 93Q: 3 clusters Score -5299623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -5299620.000000 Penalty: 3485.569580
	Iteration 94Q: 3 clusters Score -5299620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5299620.500000 Penalty: 3485.569580
	Iteration 95Q: 3 clusters Score -5299620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5299621.500000 Penalty: 3485.569580
	Iteration 96Q: 3 clusters Score -5299622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5299621.500000 Penalty: 3485.569580
	Iteration 97Q: 3 clusters Score -5299622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -5299625.500000 Penalty: 3485.569580
	Iteration 98Q: 3 clusters Score -5299626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -5299620.000000 Penalty: 3485.569580
	Iteration 99Q: 3 clusters Score -5299620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -5299624.000000 Penalty: 3485.569580
	Iteration 100F: 3 clusters Score -5299624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Entering Unmasked Estep 
Score: -504568.968750 Penalty: 1372.076294
	Iteration 0F: 2 clusters Score -504569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -500886.187500 Penalty: 2744.152588
	Iteration 0F: 3 clusters Score -500886.2 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -502328.531250 Penalty: 2744.152588
	Iteration 1F: 3 clusters Score -502328.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -502930.656250 Penalty: 2744.152588
	Iteration 2F: 3 clusters Score -502930.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -503608.593750 Penalty: 2744.152588
	Iteration 3F: 3 clusters Score -503608.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -504196.437500 Penalty: 2744.152588
	Iteration 4F: 3 clusters Score -504196.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -504524.812500 Penalty: 2744.152588
	Iteration 5F: 3 clusters Score -504524.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -504707.968750 Penalty: 2744.152588
	Iteration 6Q: 3 clusters Score -504708 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -504808.531250 Penalty: 2744.152588
	Iteration 7Q: 3 clusters Score -504808.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -504923.250000 Penalty: 2744.152588
	Iteration 8Q: 3 clusters Score -504923.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -505093.781250 Penalty: 2744.152588
	Iteration 9Q: 3 clusters Score -505093.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -505353.062500 Penalty: 2744.152588
	Iteration 10Q: 3 clusters Score -505353.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -505841.031250 Penalty: 2744.152588
	Iteration 11F: 3 clusters Score -505841 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -506603.531250 Penalty: 2744.152588
	Iteration 12F: 3 clusters Score -506603.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -507457.375000 Penalty: 2744.152588
	Iteration 13Q: 3 clusters Score -507457.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -507785.062500 Penalty: 2744.152588
	Iteration 14Q: 3 clusters Score -507785.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -507974.687500 Penalty: 2744.152588
	Iteration 15Q: 3 clusters Score -507974.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -508198.093750 Penalty: 2744.152588
	Iteration 16Q: 3 clusters Score -508198.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -508444.093750 Penalty: 2744.152588
	Iteration 17Q: 3 clusters Score -508444.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -508749.218750 Penalty: 2744.152588
	Iteration 18Q: 3 clusters Score -508749.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -509383.468750 Penalty: 2744.152588
	Iteration 19Q: 3 clusters Score -509383.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -510539.343750 Penalty: 2744.152588
	Iteration 20F: 3 clusters Score -510539.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -511061.687500 Penalty: 2744.152588
	Iteration 21Q: 3 clusters Score -511061.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -511104.593750 Penalty: 2744.152588
	Iteration 22Q: 3 clusters Score -511104.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -511121.875000 Penalty: 2744.152588
	Iteration 23Q: 3 clusters Score -511121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -511123.750000 Penalty: 2744.152588
	Iteration 24Q: 3 clusters Score -511123.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -511124.812500 Penalty: 2744.152588
	Iteration 25Q: 3 clusters Score -511124.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -511126.125000 Penalty: 2744.152588
	Iteration 26Q: 3 clusters Score -511126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -511126.125000 Penalty: 2744.152588
	Iteration 27F: 3 clusters Score -511126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 14281 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 38161 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Entering Unmasked Estep 
Score: -40069272.000000 Penalty: 58232.765625
Splitting cluster 6 changes total score from -40060532.000000 to -40069272.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 7 (21926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Entering Unmasked Estep 
Score: -2524961.750000 Penalty: 1624.257080
	Iteration 0F: 2 clusters Score -2524962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -2509992.500000 Penalty: 3248.514160
	Iteration 0F: 3 clusters Score -2509992 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2515561.750000 Penalty: 3248.514160
	Iteration 1F: 3 clusters Score -2515562 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -2516056.000000 Penalty: 3248.514160
	Iteration 2F: 3 clusters Score -2516056 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -2516526.250000 Penalty: 3248.514160
	Iteration 3F: 3 clusters Score -2516526 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2516994.500000 Penalty: 3248.514160
	Iteration 4F: 3 clusters Score -2516994 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2517419.250000 Penalty: 3248.514160
	Iteration 5Q: 3 clusters Score -2517419 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2517799.500000 Penalty: 3248.514160
	Iteration 6Q: 3 clusters Score -2517800 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2518159.750000 Penalty: 3248.514160
	Iteration 7Q: 3 clusters Score -2518160 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -2518482.250000 Penalty: 3248.514160
	Iteration 8Q: 3 clusters Score -2518482 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
Score: -2518835.750000 Penalty: 3248.514160
	Iteration 9Q: 3 clusters Score -2518836 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2519254.750000 Penalty: 3248.514160
	Iteration 10Q: 3 clusters Score -2519255 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2519741.500000 Penalty: 3248.514160
	Iteration 11Q: 3 clusters Score -2519742 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2520214.750000 Penalty: 3248.514160
	Iteration 12Q: 3 clusters Score -2520215 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2520616.500000 Penalty: 3248.514160
	Iteration 13Q: 3 clusters Score -2520616 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -2520925.500000 Penalty: 3248.514160
	Iteration 14Q: 3 clusters Score -2520926 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2521150.250000 Penalty: 3248.514160
	Iteration 15Q: 3 clusters Score -2521150 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2521316.750000 Penalty: 3248.514160
	Iteration 16Q: 3 clusters Score -2521317 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2521483.250000 Penalty: 3248.514160
	Iteration 17Q: 3 clusters Score -2521483 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -2521611.750000 Penalty: 3248.514160
	Iteration 18Q: 3 clusters Score -2521612 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2521751.000000 Penalty: 3248.514160
	Iteration 19Q: 3 clusters Score -2521751 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2521878.750000 Penalty: 3248.514160
	Iteration 20F: 3 clusters Score -2521879 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2522047.500000 Penalty: 3248.514160
	Iteration 21Q: 3 clusters Score -2522048 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -2522211.000000 Penalty: 3248.514160
	Iteration 22Q: 3 clusters Score -2522211 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2522420.500000 Penalty: 3248.514160
	Iteration 23Q: 3 clusters Score -2522420 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2522661.250000 Penalty: 3248.514160
	Iteration 24Q: 3 clusters Score -2522661 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2522885.750000 Penalty: 3248.514160
	Iteration 25Q: 3 clusters Score -2522886 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2523108.000000 Penalty: 3248.514160
	Iteration 26Q: 3 clusters Score -2523108 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2523362.750000 Penalty: 3248.514160
	Iteration 27Q: 3 clusters Score -2523363 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2523601.750000 Penalty: 3248.514160
	Iteration 28Q: 3 clusters Score -2523602 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -2523757.000000 Penalty: 3248.514160
	Iteration 29Q: 3 clusters Score -2523757 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -2523874.250000 Penalty: 3248.514160
	Iteration 30Q: 3 clusters Score -2523874 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2523957.500000 Penalty: 3248.514160
	Iteration 31Q: 3 clusters Score -2523958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2524029.500000 Penalty: 3248.514160
	Iteration 32Q: 3 clusters Score -2524030 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2524061.250000 Penalty: 3248.514160
	Iteration 33Q: 3 clusters Score -2524061 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2524095.000000 Penalty: 3248.514160
	Iteration 34Q: 3 clusters Score -2524095 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -2524124.750000 Penalty: 3248.514160
	Iteration 35Q: 3 clusters Score -2524125 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2524139.250000 Penalty: 3248.514160
	Iteration 36Q: 3 clusters Score -2524139 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2524147.500000 Penalty: 3248.514160
	Iteration 37Q: 3 clusters Score -2524148 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -2524153.250000 Penalty: 3248.514160
	Iteration 38Q: 3 clusters Score -2524153 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -2524154.000000 Penalty: 3248.514160
	Iteration 39Q: 3 clusters Score -2524154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -2524165.000000 Penalty: 3248.514160
	Iteration 40F: 3 clusters Score -2524165 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -2524181.000000 Penalty: 3248.514160
	Iteration 41Q: 3 clusters Score -2524181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2524181.750000 Penalty: 3248.514160
	Iteration 42Q: 3 clusters Score -2524182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -2524178.000000 Penalty: 3248.514160
	Iteration 43Q: 3 clusters Score -2524178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2524182.750000 Penalty: 3248.514160
	Iteration 44Q: 3 clusters Score -2524183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2524184.750000 Penalty: 3248.514160
	Iteration 45Q: 3 clusters Score -2524185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2524182.250000 Penalty: 3248.514160
	Iteration 46Q: 3 clusters Score -2524182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -2524181.000000 Penalty: 3248.514160
	Iteration 47Q: 3 clusters Score -2524181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 19532 members 
Entering Unmasked Estep 
Score: -2524181.500000 Penalty: 3248.514160
	Iteration 48Q: 3 clusters Score -2524182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2524186.000000 Penalty: 3248.514160
	Iteration 49Q: 3 clusters Score -2524186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2524186.250000 Penalty: 3248.514160
	Iteration 50Q: 3 clusters Score -2524186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2524186.250000 Penalty: 3248.514160
	Iteration 51Q: 3 clusters Score -2524186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -2524186.250000 Penalty: 3248.514160
	Iteration 52F: 3 clusters Score -2524186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (14281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Entering Unmasked Estep 
Score: -1601169.250000 Penalty: 1554.586426
	Iteration 0F: 2 clusters Score -1601169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1591367.125000 Penalty: 3109.172852
	Iteration 0F: 3 clusters Score -1591367 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1594964.000000 Penalty: 3109.172852
	Iteration 1F: 3 clusters Score -1594964 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1595742.375000 Penalty: 3109.172852
	Iteration 2F: 3 clusters Score -1595742 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1596663.000000 Penalty: 3109.172852
	Iteration 3F: 3 clusters Score -1596663 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1597561.625000 Penalty: 3109.172852
	Iteration 4F: 3 clusters Score -1597562 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1598201.875000 Penalty: 3109.172852
	Iteration 5F: 3 clusters Score -1598202 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1598705.500000 Penalty: 3109.172852
	Iteration 6F: 3 clusters Score -1598706 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1599133.125000 Penalty: 3109.172852
	Iteration 7Q: 3 clusters Score -1599133 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1599598.500000 Penalty: 3109.172852
	Iteration 8Q: 3 clusters Score -1599598 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1600105.375000 Penalty: 3109.172852
	Iteration 9Q: 3 clusters Score -1600105 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1600571.250000 Penalty: 3109.172852
	Iteration 10Q: 3 clusters Score -1600571 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1600923.375000 Penalty: 3109.172852
	Iteration 11Q: 3 clusters Score -1600923 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1601206.125000 Penalty: 3109.172852
	Iteration 12Q: 3 clusters Score -1601206 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1601451.625000 Penalty: 3109.172852
	Iteration 13Q: 3 clusters Score -1601452 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1601640.625000 Penalty: 3109.172852
	Iteration 14Q: 3 clusters Score -1601641 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1601786.125000 Penalty: 3109.172852
	Iteration 15Q: 3 clusters Score -1601786 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1601870.750000 Penalty: 3109.172852
	Iteration 16Q: 3 clusters Score -1601871 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1601939.125000 Penalty: 3109.172852
	Iteration 17Q: 3 clusters Score -1601939 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1601973.625000 Penalty: 3109.172852
	Iteration 18Q: 3 clusters Score -1601974 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1602010.000000 Penalty: 3109.172852
	Iteration 19Q: 3 clusters Score -1602010 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1602034.500000 Penalty: 3109.172852
	Iteration 20F: 3 clusters Score -1602034 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1602048.375000 Penalty: 3109.172852
	Iteration 21Q: 3 clusters Score -1602048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -1602054.875000 Penalty: 3109.172852
	Iteration 22Q: 3 clusters Score -1602055 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -1602064.125000 Penalty: 3109.172852
	Iteration 23Q: 3 clusters Score -1602064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1602071.625000 Penalty: 3109.172852
	Iteration 24Q: 3 clusters Score -1602072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1602076.000000 Penalty: 3109.172852
	Iteration 25Q: 3 clusters Score -1602076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1602080.375000 Penalty: 3109.172852
	Iteration 26Q: 3 clusters Score -1602080 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1602078.625000 Penalty: 3109.172852
	Iteration 27Q: 3 clusters Score -1602079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1602078.625000 Penalty: 3109.172852
	Iteration 28Q: 3 clusters Score -1602079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1602081.125000 Penalty: 3109.172852
	Iteration 29Q: 3 clusters Score -1602081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1602081.125000 Penalty: 3109.172852
	Iteration 30F: 3 clusters Score -1602081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 38161 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Entering Unmasked Estep 
Score: -40069672.000000 Penalty: 60312.507812
Splitting cluster 8 changes total score from -40060532.000000 to -40069672.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 9 (23583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Entering Unmasked Estep 
Score: -2690343.250000 Penalty: 1636.095703
	Iteration 0F: 2 clusters Score -2690343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -2674410.750000 Penalty: 3272.191406
	Iteration 0F: 3 clusters Score -2674411 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2680343.000000 Penalty: 3272.191406
	Iteration 1F: 3 clusters Score -2680343 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -2680844.250000 Penalty: 3272.191406
	Iteration 2F: 3 clusters Score -2680844 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2681405.250000 Penalty: 3272.191406
	Iteration 3F: 3 clusters Score -2681405 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2682112.750000 Penalty: 3272.191406
	Iteration 4F: 3 clusters Score -2682113 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2683057.250000 Penalty: 3272.191406
	Iteration 5F: 3 clusters Score -2683057 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2684202.000000 Penalty: 3272.191406
	Iteration 6F: 3 clusters Score -2684202 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2685456.000000 Penalty: 3272.191406
	Iteration 7F: 3 clusters Score -2685456 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2686512.500000 Penalty: 3272.191406
	Iteration 8F: 3 clusters Score -2686512 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2687202.500000 Penalty: 3272.191406
	Iteration 9Q: 3 clusters Score -2687202 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2687675.250000 Penalty: 3272.191406
	Iteration 10Q: 3 clusters Score -2687675 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2688013.000000 Penalty: 3272.191406
	Iteration 11Q: 3 clusters Score -2688013 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2688276.500000 Penalty: 3272.191406
	Iteration 12Q: 3 clusters Score -2688276 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2688539.500000 Penalty: 3272.191406
	Iteration 13Q: 3 clusters Score -2688540 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2688876.000000 Penalty: 3272.191406
	Iteration 14Q: 3 clusters Score -2688876 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2689156.000000 Penalty: 3272.191406
	Iteration 15Q: 3 clusters Score -2689156 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2689434.000000 Penalty: 3272.191406
	Iteration 16Q: 3 clusters Score -2689434 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -2689619.000000 Penalty: 3272.191406
	Iteration 17Q: 3 clusters Score -2689619 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -2689728.000000 Penalty: 3272.191406
	Iteration 18Q: 3 clusters Score -2689728 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2689776.500000 Penalty: 3272.191406
	Iteration 19Q: 3 clusters Score -2689776 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2689811.250000 Penalty: 3272.191406
	Iteration 20F: 3 clusters Score -2689811 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2689827.500000 Penalty: 3272.191406
	Iteration 21Q: 3 clusters Score -2689828 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -2689843.000000 Penalty: 3272.191406
	Iteration 22Q: 3 clusters Score -2689843 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2689855.250000 Penalty: 3272.191406
	Iteration 23Q: 3 clusters Score -2689855 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -2689859.750000 Penalty: 3272.191406
	Iteration 24Q: 3 clusters Score -2689860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2689863.500000 Penalty: 3272.191406
	Iteration 25Q: 3 clusters Score -2689864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2689875.000000 Penalty: 3272.191406
	Iteration 26Q: 3 clusters Score -2689875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2689874.000000 Penalty: 3272.191406
	Iteration 27Q: 3 clusters Score -2689874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2689875.250000 Penalty: 3272.191406
	Iteration 28Q: 3 clusters Score -2689875 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2689876.250000 Penalty: 3272.191406
	Iteration 29Q: 3 clusters Score -2689876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -2689875.500000 Penalty: 3272.191406
	Iteration 30Q: 3 clusters Score -2689876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -2689878.250000 Penalty: 3272.191406
	Iteration 31Q: 3 clusters Score -2689878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2689885.000000 Penalty: 3272.191406
	Iteration 32Q: 3 clusters Score -2689885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2689891.000000 Penalty: 3272.191406
	Iteration 33Q: 3 clusters Score -2689891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2689891.750000 Penalty: 3272.191406
	Iteration 34Q: 3 clusters Score -2689892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -2689887.500000 Penalty: 3272.191406
	Iteration 35Q: 3 clusters Score -2689888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -2689889.250000 Penalty: 3272.191406
	Iteration 36Q: 3 clusters Score -2689889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -2689883.500000 Penalty: 3272.191406
	Iteration 37Q: 3 clusters Score -2689884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2689883.750000 Penalty: 3272.191406
	Iteration 38Q: 3 clusters Score -2689884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2689886.000000 Penalty: 3272.191406
	Iteration 39Q: 3 clusters Score -2689886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2689887.750000 Penalty: 3272.191406
	Iteration 40F: 3 clusters Score -2689888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2689886.500000 Penalty: 3272.191406
	Iteration 41Q: 3 clusters Score -2689886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2689889.000000 Penalty: 3272.191406
	Iteration 42Q: 3 clusters Score -2689889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2689888.500000 Penalty: 3272.191406
	Iteration 43Q: 3 clusters Score -2689888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2689888.000000 Penalty: 3272.191406
	Iteration 44Q: 3 clusters Score -2689888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2689888.000000 Penalty: 3272.191406
	Iteration 45F: 3 clusters Score -2689888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -580327.312500 Penalty: 1386.239014
	Iteration 0F: 2 clusters Score -580327.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -576321.437500 Penalty: 2772.478027
	Iteration 0F: 3 clusters Score -576321.4 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -577471.687500 Penalty: 2772.478027
	Iteration 1F: 3 clusters Score -577471.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -577685.937500 Penalty: 2772.478027
	Iteration 2F: 3 clusters Score -577685.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -577855.812500 Penalty: 2772.478027
	Iteration 3F: 3 clusters Score -577855.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -577988.875000 Penalty: 2772.478027
	Iteration 4Q: 3 clusters Score -577988.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -578119.812500 Penalty: 2772.478027
	Iteration 5Q: 3 clusters Score -578119.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -578228.625000 Penalty: 2772.478027
	Iteration 6Q: 3 clusters Score -578228.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -578332.562500 Penalty: 2772.478027
	Iteration 7Q: 3 clusters Score -578332.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -578435.250000 Penalty: 2772.478027
	Iteration 8Q: 3 clusters Score -578435.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -578538.125000 Penalty: 2772.478027
	Iteration 9Q: 3 clusters Score -578538.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -578653.687500 Penalty: 2772.478027
	Iteration 10Q: 3 clusters Score -578653.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -578766.625000 Penalty: 2772.478027
	Iteration 11Q: 3 clusters Score -578766.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -578853.625000 Penalty: 2772.478027
	Iteration 12Q: 3 clusters Score -578853.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -578938.250000 Penalty: 2772.478027
	Iteration 13Q: 3 clusters Score -578938.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -579004.000000 Penalty: 2772.478027
	Iteration 14Q: 3 clusters Score -579004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -579051.500000 Penalty: 2772.478027
	Iteration 15Q: 3 clusters Score -579051.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -579086.875000 Penalty: 2772.478027
	Iteration 16Q: 3 clusters Score -579086.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -579110.187500 Penalty: 2772.478027
	Iteration 17Q: 3 clusters Score -579110.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -579137.375000 Penalty: 2772.478027
	Iteration 18Q: 3 clusters Score -579137.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -579153.562500 Penalty: 2772.478027
	Iteration 19Q: 3 clusters Score -579153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -579171.000000 Penalty: 2772.478027
	Iteration 20F: 3 clusters Score -579171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -579186.437500 Penalty: 2772.478027
	Iteration 21Q: 3 clusters Score -579186.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -579203.312500 Penalty: 2772.478027
	Iteration 22Q: 3 clusters Score -579203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -579216.937500 Penalty: 2772.478027
	Iteration 23Q: 3 clusters Score -579216.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -579222.812500 Penalty: 2772.478027
	Iteration 24Q: 3 clusters Score -579222.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -579228.437500 Penalty: 2772.478027
	Iteration 25Q: 3 clusters Score -579228.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -579229.312500 Penalty: 2772.478027
	Iteration 26Q: 3 clusters Score -579229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -579229.187500 Penalty: 2772.478027
	Iteration 27Q: 3 clusters Score -579229.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -579229.187500 Penalty: 2772.478027
	Iteration 28F: 3 clusters Score -579229.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Entering Unmasked Estep 
Score: -607594.125000 Penalty: 1409.501465
	Iteration 0F: 2 clusters Score -607594.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -603183.437500 Penalty: 2819.002930
	Iteration 0F: 3 clusters Score -603183.4 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -604665.500000 Penalty: 2819.002930
	Iteration 1F: 3 clusters Score -604665.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -605074.062500 Penalty: 2819.002930
	Iteration 2F: 3 clusters Score -605074.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -605397.625000 Penalty: 2819.002930
	Iteration 3F: 3 clusters Score -605397.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -605658.750000 Penalty: 2819.002930
	Iteration 4F: 3 clusters Score -605658.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -605857.750000 Penalty: 2819.002930
	Iteration 5F: 3 clusters Score -605857.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -606031.375000 Penalty: 2819.002930
	Iteration 6Q: 3 clusters Score -606031.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -606187.812500 Penalty: 2819.002930
	Iteration 7Q: 3 clusters Score -606187.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -606342.500000 Penalty: 2819.002930
	Iteration 8Q: 3 clusters Score -606342.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -606476.500000 Penalty: 2819.002930
	Iteration 9Q: 3 clusters Score -606476.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -606582.562500 Penalty: 2819.002930
	Iteration 10Q: 3 clusters Score -606582.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -606661.375000 Penalty: 2819.002930
	Iteration 11Q: 3 clusters Score -606661.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -606724.625000 Penalty: 2819.002930
	Iteration 12Q: 3 clusters Score -606724.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -606782.187500 Penalty: 2819.002930
	Iteration 13Q: 3 clusters Score -606782.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -606828.562500 Penalty: 2819.002930
	Iteration 14Q: 3 clusters Score -606828.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -606866.437500 Penalty: 2819.002930
	Iteration 15Q: 3 clusters Score -606866.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -606888.875000 Penalty: 2819.002930
	Iteration 16Q: 3 clusters Score -606888.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -606903.250000 Penalty: 2819.002930
	Iteration 17Q: 3 clusters Score -606903.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -606912.625000 Penalty: 2819.002930
	Iteration 18Q: 3 clusters Score -606912.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -606918.875000 Penalty: 2819.002930
	Iteration 19Q: 3 clusters Score -606918.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -606928.562500 Penalty: 2819.002930
	Iteration 20F: 3 clusters Score -606928.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -606935.375000 Penalty: 2819.002930
	Iteration 21Q: 3 clusters Score -606935.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -606943.375000 Penalty: 2819.002930
	Iteration 22Q: 3 clusters Score -606943.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -606953.250000 Penalty: 2819.002930
	Iteration 23Q: 3 clusters Score -606953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -606962.000000 Penalty: 2819.002930
	Iteration 24Q: 3 clusters Score -606962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -606975.437500 Penalty: 2819.002930
	Iteration 25Q: 3 clusters Score -606975.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -606987.125000 Penalty: 2819.002930
	Iteration 26Q: 3 clusters Score -606987.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -606996.375000 Penalty: 2819.002930
	Iteration 27Q: 3 clusters Score -606996.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -607005.187500 Penalty: 2819.002930
	Iteration 28Q: 3 clusters Score -607005.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -607008.750000 Penalty: 2819.002930
	Iteration 29Q: 3 clusters Score -607008.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -607016.062500 Penalty: 2819.002930
	Iteration 30Q: 3 clusters Score -607016.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -607020.812500 Penalty: 2819.002930
	Iteration 31Q: 3 clusters Score -607020.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -607026.750000 Penalty: 2819.002930
	Iteration 32Q: 3 clusters Score -607026.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -607030.812500 Penalty: 2819.002930
	Iteration 33Q: 3 clusters Score -607030.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -607033.812500 Penalty: 2819.002930
	Iteration 34Q: 3 clusters Score -607033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -607035.562500 Penalty: 2819.002930
	Iteration 35Q: 3 clusters Score -607035.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -607035.812500 Penalty: 2819.002930
	Iteration 36Q: 3 clusters Score -607035.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -607039.062500 Penalty: 2819.002930
	Iteration 37Q: 3 clusters Score -607039.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -607039.062500 Penalty: 2819.002930
	Iteration 38Q: 3 clusters Score -607039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -607041.562500 Penalty: 2819.002930
	Iteration 39Q: 3 clusters Score -607041.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -607041.687500 Penalty: 2819.002930
	Iteration 40F: 3 clusters Score -607041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -607041.500000 Penalty: 2819.002930
	Iteration 41Q: 3 clusters Score -607041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -607041.500000 Penalty: 2819.002930
	Iteration 42Q: 3 clusters Score -607041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -607041.625000 Penalty: 2819.002930
	Iteration 43Q: 3 clusters Score -607041.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -607041.625000 Penalty: 2819.002930
	Iteration 44F: 3 clusters Score -607041.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Entering Unmasked Estep 
Score: -4370371.500000 Penalty: 1714.304932
	Iteration 0F: 2 clusters Score -4370372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -4344817.000000 Penalty: 3428.609863
	Iteration 0F: 3 clusters Score -4344817 nChanged 17746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -4355164.500000 Penalty: 3428.609863
	Iteration 1F: 3 clusters Score -4355164 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4356582.000000 Penalty: 3428.609863
	Iteration 2F: 3 clusters Score -4356582 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -4358968.500000 Penalty: 3428.609863
	Iteration 3F: 3 clusters Score -4358968 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -4361993.000000 Penalty: 3428.609863
	Iteration 4F: 3 clusters Score -4361993 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4364784.000000 Penalty: 3428.609863
	Iteration 5F: 3 clusters Score -4364784 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4366966.000000 Penalty: 3428.609863
	Iteration 6F: 3 clusters Score -4366966 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -4368267.000000 Penalty: 3428.609863
	Iteration 7F: 3 clusters Score -4368267 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -4369009.500000 Penalty: 3428.609863
	Iteration 8Q: 3 clusters Score -4369010 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -4369429.000000 Penalty: 3428.609863
	Iteration 9Q: 3 clusters Score -4369429 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -4369690.500000 Penalty: 3428.609863
	Iteration 10Q: 3 clusters Score -4369690 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4369884.500000 Penalty: 3428.609863
	Iteration 11Q: 3 clusters Score -4369884 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -4370074.000000 Penalty: 3428.609863
	Iteration 12Q: 3 clusters Score -4370074 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -4370255.000000 Penalty: 3428.609863
	Iteration 13Q: 3 clusters Score -4370255 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4370491.500000 Penalty: 3428.609863
	Iteration 14Q: 3 clusters Score -4370492 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4370768.000000 Penalty: 3428.609863
	Iteration 15Q: 3 clusters Score -4370768 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -4371106.000000 Penalty: 3428.609863
	Iteration 16Q: 3 clusters Score -4371106 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -4371525.000000 Penalty: 3428.609863
	Iteration 17Q: 3 clusters Score -4371525 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -4371954.000000 Penalty: 3428.609863
	Iteration 18Q: 3 clusters Score -4371954 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -4372303.000000 Penalty: 3428.609863
	Iteration 19Q: 3 clusters Score -4372303 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -4372525.500000 Penalty: 3428.609863
	Iteration 20F: 3 clusters Score -4372526 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -4372661.500000 Penalty: 3428.609863
	Iteration 21Q: 3 clusters Score -4372662 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -4372750.500000 Penalty: 3428.609863
	Iteration 22Q: 3 clusters Score -4372750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -4372797.500000 Penalty: 3428.609863
	Iteration 23Q: 3 clusters Score -4372798 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4372820.000000 Penalty: 3428.609863
	Iteration 24Q: 3 clusters Score -4372820 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -4372848.500000 Penalty: 3428.609863
	Iteration 25Q: 3 clusters Score -4372848 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -4372858.000000 Penalty: 3428.609863
	Iteration 26Q: 3 clusters Score -4372858 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4372880.000000 Penalty: 3428.609863
	Iteration 27Q: 3 clusters Score -4372880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -4372872.000000 Penalty: 3428.609863
	Iteration 28Q: 3 clusters Score -4372872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4372876.000000 Penalty: 3428.609863
	Iteration 29Q: 3 clusters Score -4372876 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -4372877.000000 Penalty: 3428.609863
	Iteration 30Q: 3 clusters Score -4372877 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -4372881.000000 Penalty: 3428.609863
	Iteration 31Q: 3 clusters Score -4372881 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4372874.000000 Penalty: 3428.609863
	Iteration 32Q: 3 clusters Score -4372874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -4372869.500000 Penalty: 3428.609863
	Iteration 33Q: 3 clusters Score -4372870 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -4372868.000000 Penalty: 3428.609863
	Iteration 34Q: 3 clusters Score -4372868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -4372862.500000 Penalty: 3428.609863
	Iteration 35Q: 3 clusters Score -4372862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -4372872.000000 Penalty: 3428.609863
	Iteration 36Q: 3 clusters Score -4372872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -4372869.000000 Penalty: 3428.609863
	Iteration 37Q: 3 clusters Score -4372869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -4372868.500000 Penalty: 3428.609863
	Iteration 38Q: 3 clusters Score -4372868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4372871.000000 Penalty: 3428.609863
	Iteration 39Q: 3 clusters Score -4372871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -4372874.500000 Penalty: 3428.609863
	Iteration 40F: 3 clusters Score -4372874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -4372876.000000 Penalty: 3428.609863
	Iteration 41Q: 3 clusters Score -4372876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -4372873.500000 Penalty: 3428.609863
	Iteration 42Q: 3 clusters Score -4372874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4372871.000000 Penalty: 3428.609863
	Iteration 43Q: 3 clusters Score -4372871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -4372873.500000 Penalty: 3428.609863
	Iteration 44Q: 3 clusters Score -4372874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -4372876.000000 Penalty: 3428.609863
	Iteration 45Q: 3 clusters Score -4372876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4372865.500000 Penalty: 3428.609863
	Iteration 46Q: 3 clusters Score -4372866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4372869.500000 Penalty: 3428.609863
	Iteration 47Q: 3 clusters Score -4372870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -4372869.500000 Penalty: 3428.609863
	Iteration 48F: 3 clusters Score -4372870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 3555 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Entering Unmasked Estep 
Score: -40071976.000000 Penalty: 62392.250000
Splitting cluster 13 changes total score from -40060532.000000 to -40071976.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 14 (95130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95130 members 
Entering Unmasked Estep 
Score: -10899710.000000 Penalty: 1862.737427
	Iteration 0F: 2 clusters Score -1.089971e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47718 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -10836086.000000 Penalty: 3725.474854
	Iteration 0F: 3 clusters Score -1.083609e+07 nChanged 45444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50982 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -10863563.000000 Penalty: 3725.474854
	Iteration 1F: 3 clusters Score -1.086356e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53005 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -10864963.000000 Penalty: 3725.474854
	Iteration 2Q: 3 clusters Score -1.086496e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55878 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -10866739.000000 Penalty: 3725.474854
	Iteration 3Q: 3 clusters Score -1.086674e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59879 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -10869303.000000 Penalty: 3725.474854
	Iteration 4F: 3 clusters Score -1.08693e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65097 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -10873182.000000 Penalty: 3725.474854
	Iteration 5F: 3 clusters Score -1.087318e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71269 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -10878453.000000 Penalty: 3725.474854
	Iteration 6F: 3 clusters Score -1.087845e+07 nChanged 6546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77455 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -10884103.000000 Penalty: 3725.474854
	Iteration 7F: 3 clusters Score -1.08841e+07 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82825 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -10888944.000000 Penalty: 3725.474854
	Iteration 8F: 3 clusters Score -1.088894e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -10892388.000000 Penalty: 3725.474854
	Iteration 9Q: 3 clusters Score -1.089239e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89495 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -10894644.000000 Penalty: 3725.474854
	Iteration 10Q: 3 clusters Score -1.089464e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91267 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -10895962.000000 Penalty: 3725.474854
	Iteration 11Q: 3 clusters Score -1.089596e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -10896877.000000 Penalty: 3725.474854
	Iteration 12Q: 3 clusters Score -1.089688e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93135 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -10897440.000000 Penalty: 3725.474854
	Iteration 13Q: 3 clusters Score -1.089744e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93568 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10897704.000000 Penalty: 3725.474854
	Iteration 14Q: 3 clusters Score -1.08977e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93852 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -10897872.000000 Penalty: 3725.474854
	Iteration 15Q: 3 clusters Score -1.089787e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94055 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -10897980.000000 Penalty: 3725.474854
	Iteration 16Q: 3 clusters Score -1.089798e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94180 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10898077.000000 Penalty: 3725.474854
	Iteration 17Q: 3 clusters Score -1.089808e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94287 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -10898142.000000 Penalty: 3725.474854
	Iteration 18Q: 3 clusters Score -1.089814e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94364 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -10898171.000000 Penalty: 3725.474854
	Iteration 19Q: 3 clusters Score -1.089817e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94423 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -10898217.000000 Penalty: 3725.474854
	Iteration 20F: 3 clusters Score -1.089822e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94457 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -10898252.000000 Penalty: 3725.474854
	Iteration 21Q: 3 clusters Score -1.089825e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94480 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -10898251.000000 Penalty: 3725.474854
	Iteration 22Q: 3 clusters Score -1.089825e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94504 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -10898275.000000 Penalty: 3725.474854
	Iteration 23Q: 3 clusters Score -1.089828e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94522 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -10898268.000000 Penalty: 3725.474854
	Iteration 24Q: 3 clusters Score -1.089827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94538 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10898278.000000 Penalty: 3725.474854
	Iteration 25Q: 3 clusters Score -1.089828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10898281.000000 Penalty: 3725.474854
	Iteration 26Q: 3 clusters Score -1.089828e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94559 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -10898284.000000 Penalty: 3725.474854
	Iteration 27Q: 3 clusters Score -1.089828e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10898296.000000 Penalty: 3725.474854
	Iteration 28Q: 3 clusters Score -1.08983e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -10898300.000000 Penalty: 3725.474854
	Iteration 29Q: 3 clusters Score -1.08983e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94580 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -10898306.000000 Penalty: 3725.474854
	Iteration 30Q: 3 clusters Score -1.089831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94587 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -10898321.000000 Penalty: 3725.474854
	Iteration 31Q: 3 clusters Score -1.089832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94596 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -10898326.000000 Penalty: 3725.474854
	Iteration 32Q: 3 clusters Score -1.089833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -10898330.000000 Penalty: 3725.474854
	Iteration 33Q: 3 clusters Score -1.089833e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -10898332.000000 Penalty: 3725.474854
	Iteration 34Q: 3 clusters Score -1.089833e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94609 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -10898329.000000 Penalty: 3725.474854
	Iteration 35Q: 3 clusters Score -1.089833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94610 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -10898338.000000 Penalty: 3725.474854
	Iteration 36Q: 3 clusters Score -1.089834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94611 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -10898337.000000 Penalty: 3725.474854
	Iteration 37Q: 3 clusters Score -1.089834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10898341.000000 Penalty: 3725.474854
	Iteration 38Q: 3 clusters Score -1.089834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94613 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -10898341.000000 Penalty: 3725.474854
	Iteration 39Q: 3 clusters Score -1.089834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94614 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -10898332.000000 Penalty: 3725.474854
	Iteration 40F: 3 clusters Score -1.089833e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94615 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -10898336.000000 Penalty: 3725.474854
	Iteration 41Q: 3 clusters Score -1.089834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94616 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -10898342.000000 Penalty: 3725.474854
	Iteration 42Q: 3 clusters Score -1.089834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94621 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -10898341.000000 Penalty: 3725.474854
	Iteration 43Q: 3 clusters Score -1.089834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94625 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -10898350.000000 Penalty: 3725.474854
	Iteration 44Q: 3 clusters Score -1.089835e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94629 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -10898345.000000 Penalty: 3725.474854
	Iteration 45Q: 3 clusters Score -1.089834e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10898345.000000 Penalty: 3725.474854
	Iteration 46Q: 3 clusters Score -1.089834e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94628 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -10898346.000000 Penalty: 3725.474854
	Iteration 47Q: 3 clusters Score -1.089835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94630 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -10898348.000000 Penalty: 3725.474854
	Iteration 48Q: 3 clusters Score -1.089835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94632 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -10898347.000000 Penalty: 3725.474854
	Iteration 49Q: 3 clusters Score -1.089835e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10898350.000000 Penalty: 3725.474854
	Iteration 50Q: 3 clusters Score -1.089835e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94631 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -10898350.000000 Penalty: 3725.474854
	Iteration 51F: 3 clusters Score -1.089835e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Entering Unmasked Estep 
Score: -386280.781250 Penalty: 1328.617920
	Iteration 0F: 2 clusters Score -386280.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -383222.250000 Penalty: 2657.235840
	Iteration 0F: 3 clusters Score -383222.2 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -384008.281250 Penalty: 2657.235840
	Iteration 1F: 3 clusters Score -384008.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -384197.031250 Penalty: 2657.235840
	Iteration 2F: 3 clusters Score -384197 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -384363.093750 Penalty: 2657.235840
	Iteration 3F: 3 clusters Score -384363.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -384517.156250 Penalty: 2657.235840
	Iteration 4F: 3 clusters Score -384517.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -384695.937500 Penalty: 2657.235840
	Iteration 5Q: 3 clusters Score -384695.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -384982.187500 Penalty: 2657.235840
	Iteration 6F: 3 clusters Score -384982.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -385307.468750 Penalty: 2657.235840
	Iteration 7F: 3 clusters Score -385307.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -385616.187500 Penalty: 2657.235840
	Iteration 8F: 3 clusters Score -385616.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -386035.375000 Penalty: 2657.235840
	Iteration 9F: 3 clusters Score -386035.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -386473.968750 Penalty: 2657.235840
	Iteration 10F: 3 clusters Score -386474 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -386799.468750 Penalty: 2657.235840
	Iteration 11Q: 3 clusters Score -386799.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -387014.281250 Penalty: 2657.235840
	Iteration 12Q: 3 clusters Score -387014.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -387162.843750 Penalty: 2657.235840
	Iteration 13Q: 3 clusters Score -387162.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -387246.812500 Penalty: 2657.235840
	Iteration 14Q: 3 clusters Score -387246.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -387310.406250 Penalty: 2657.235840
	Iteration 15Q: 3 clusters Score -387310.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -387357.125000 Penalty: 2657.235840
	Iteration 16Q: 3 clusters Score -387357.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -387387.937500 Penalty: 2657.235840
	Iteration 17Q: 3 clusters Score -387387.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -387424.968750 Penalty: 2657.235840
	Iteration 18Q: 3 clusters Score -387425 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -387466.843750 Penalty: 2657.235840
	Iteration 19Q: 3 clusters Score -387466.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -387505.125000 Penalty: 2657.235840
	Iteration 20F: 3 clusters Score -387505.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -387526.187500 Penalty: 2657.235840
	Iteration 21Q: 3 clusters Score -387526.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -387537.187500 Penalty: 2657.235840
	Iteration 22Q: 3 clusters Score -387537.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -387547.531250 Penalty: 2657.235840
	Iteration 23Q: 3 clusters Score -387547.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -387552.000000 Penalty: 2657.235840
	Iteration 24Q: 3 clusters Score -387552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -387556.562500 Penalty: 2657.235840
	Iteration 25Q: 3 clusters Score -387556.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -387560.812500 Penalty: 2657.235840
	Iteration 26Q: 3 clusters Score -387560.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -387564.125000 Penalty: 2657.235840
	Iteration 27Q: 3 clusters Score -387564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -387569.406250 Penalty: 2657.235840
	Iteration 28Q: 3 clusters Score -387569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -387571.500000 Penalty: 2657.235840
	Iteration 29Q: 3 clusters Score -387571.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -387577.250000 Penalty: 2657.235840
	Iteration 30Q: 3 clusters Score -387577.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -387580.875000 Penalty: 2657.235840
	Iteration 31Q: 3 clusters Score -387580.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -387583.531250 Penalty: 2657.235840
	Iteration 32Q: 3 clusters Score -387583.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -387585.875000 Penalty: 2657.235840
	Iteration 33Q: 3 clusters Score -387585.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -387588.156250 Penalty: 2657.235840
	Iteration 34Q: 3 clusters Score -387588.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -387589.343750 Penalty: 2657.235840
	Iteration 35Q: 3 clusters Score -387589.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -387591.625000 Penalty: 2657.235840
	Iteration 36Q: 3 clusters Score -387591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -387593.343750 Penalty: 2657.235840
	Iteration 37Q: 3 clusters Score -387593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -387595.093750 Penalty: 2657.235840
	Iteration 38Q: 3 clusters Score -387595.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -387594.625000 Penalty: 2657.235840
	Iteration 39Q: 3 clusters Score -387594.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -387595.312500 Penalty: 2657.235840
	Iteration 40F: 3 clusters Score -387595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -387596.000000 Penalty: 2657.235840
	Iteration 41Q: 3 clusters Score -387596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -387596.000000 Penalty: 2657.235840
	Iteration 42F: 3 clusters Score -387596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 11318 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Entering Unmasked Estep 
Score: -40072588.000000 Penalty: 64471.992188
Splitting cluster 15 changes total score from -40060532.000000 to -40072588.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1257838.625000 Penalty: 1516.799316
	Iteration 0F: 2 clusters Score -1257839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1249823.500000 Penalty: 3033.598633
	Iteration 0F: 3 clusters Score -1249824 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1252883.000000 Penalty: 3033.598633
	Iteration 1F: 3 clusters Score -1252883 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1253685.625000 Penalty: 3033.598633
	Iteration 2F: 3 clusters Score -1253686 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1254470.875000 Penalty: 3033.598633
	Iteration 3F: 3 clusters Score -1254471 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1255195.750000 Penalty: 3033.598633
	Iteration 4F: 3 clusters Score -1255196 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1255806.000000 Penalty: 3033.598633
	Iteration 5F: 3 clusters Score -1255806 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1256349.875000 Penalty: 3033.598633
	Iteration 6F: 3 clusters Score -1256350 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1256992.375000 Penalty: 3033.598633
	Iteration 7F: 3 clusters Score -1256992 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1257848.875000 Penalty: 3033.598633
	Iteration 8F: 3 clusters Score -1257849 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1258848.625000 Penalty: 3033.598633
	Iteration 9F: 3 clusters Score -1258849 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1259489.875000 Penalty: 3033.598633
	Iteration 10Q: 3 clusters Score -1259490 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1259901.500000 Penalty: 3033.598633
	Iteration 11Q: 3 clusters Score -1259902 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1260284.625000 Penalty: 3033.598633
	Iteration 12Q: 3 clusters Score -1260285 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1260536.250000 Penalty: 3033.598633
	Iteration 13Q: 3 clusters Score -1260536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1260615.625000 Penalty: 3033.598633
	Iteration 14Q: 3 clusters Score -1260616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1260644.875000 Penalty: 3033.598633
	Iteration 15Q: 3 clusters Score -1260645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1260646.625000 Penalty: 3033.598633
	Iteration 16Q: 3 clusters Score -1260647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1260650.250000 Penalty: 3033.598633
	Iteration 17Q: 3 clusters Score -1260650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1260650.000000 Penalty: 3033.598633
	Iteration 18Q: 3 clusters Score -1260650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1260647.125000 Penalty: 3033.598633
	Iteration 19Q: 3 clusters Score -1260647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1260649.750000 Penalty: 3033.598633
	Iteration 20F: 3 clusters Score -1260650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1260650.625000 Penalty: 3033.598633
	Iteration 21Q: 3 clusters Score -1260651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1260652.625000 Penalty: 3033.598633
	Iteration 22Q: 3 clusters Score -1260653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1260652.875000 Penalty: 3033.598633
	Iteration 23Q: 3 clusters Score -1260653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1260652.875000 Penalty: 3033.598633
	Iteration 24F: 3 clusters Score -1260653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 3689 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Entering Unmasked Estep 
Score: -40074752.000000 Penalty: 66551.734375
Splitting cluster 16 changes total score from -40060532.000000 to -40074752.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (3689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Entering Unmasked Estep 
Score: -409577.000000 Penalty: 1334.630493
	Iteration 0F: 2 clusters Score -409577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -406481.593750 Penalty: 2669.260986
	Iteration 0F: 3 clusters Score -406481.6 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -407358.281250 Penalty: 2669.260986
	Iteration 1F: 3 clusters Score -407358.3 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -407531.843750 Penalty: 2669.260986
	Iteration 2F: 3 clusters Score -407531.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -407657.375000 Penalty: 2669.260986
	Iteration 3F: 3 clusters Score -407657.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -407763.250000 Penalty: 2669.260986
	Iteration 4Q: 3 clusters Score -407763.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -407873.093750 Penalty: 2669.260986
	Iteration 5Q: 3 clusters Score -407873.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -407957.343750 Penalty: 2669.260986
	Iteration 6Q: 3 clusters Score -407957.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -408032.000000 Penalty: 2669.260986
	Iteration 7Q: 3 clusters Score -408032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -408098.343750 Penalty: 2669.260986
	Iteration 8Q: 3 clusters Score -408098.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -408170.156250 Penalty: 2669.260986
	Iteration 9Q: 3 clusters Score -408170.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -408253.000000 Penalty: 2669.260986
	Iteration 10Q: 3 clusters Score -408253 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -408339.812500 Penalty: 2669.260986
	Iteration 11Q: 3 clusters Score -408339.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -408452.000000 Penalty: 2669.260986
	Iteration 12Q: 3 clusters Score -408452 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -408552.062500 Penalty: 2669.260986
	Iteration 13Q: 3 clusters Score -408552.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -408634.781250 Penalty: 2669.260986
	Iteration 14Q: 3 clusters Score -408634.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -408692.031250 Penalty: 2669.260986
	Iteration 15Q: 3 clusters Score -408692 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -408758.718750 Penalty: 2669.260986
	Iteration 16Q: 3 clusters Score -408758.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -408858.718750 Penalty: 2669.260986
	Iteration 17Q: 3 clusters Score -408858.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -408966.468750 Penalty: 2669.260986
	Iteration 18Q: 3 clusters Score -408966.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -409057.656250 Penalty: 2669.260986
	Iteration 19Q: 3 clusters Score -409057.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -409119.875000 Penalty: 2669.260986
	Iteration 20F: 3 clusters Score -409119.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -409176.656250 Penalty: 2669.260986
	Iteration 21Q: 3 clusters Score -409176.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -409231.437500 Penalty: 2669.260986
	Iteration 22Q: 3 clusters Score -409231.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -409287.437500 Penalty: 2669.260986
	Iteration 23Q: 3 clusters Score -409287.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -409369.125000 Penalty: 2669.260986
	Iteration 24Q: 3 clusters Score -409369.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -409473.843750 Penalty: 2669.260986
	Iteration 25Q: 3 clusters Score -409473.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -409578.125000 Penalty: 2669.260986
	Iteration 26Q: 3 clusters Score -409578.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -409659.000000 Penalty: 2669.260986
	Iteration 27Q: 3 clusters Score -409659 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -409727.718750 Penalty: 2669.260986
	Iteration 28Q: 3 clusters Score -409727.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -409789.500000 Penalty: 2669.260986
	Iteration 29Q: 3 clusters Score -409789.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -409846.031250 Penalty: 2669.260986
	Iteration 30Q: 3 clusters Score -409846 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -409907.625000 Penalty: 2669.260986
	Iteration 31Q: 3 clusters Score -409907.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -409955.343750 Penalty: 2669.260986
	Iteration 32Q: 3 clusters Score -409955.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -409995.562500 Penalty: 2669.260986
	Iteration 33Q: 3 clusters Score -409995.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -410046.343750 Penalty: 2669.260986
	Iteration 34Q: 3 clusters Score -410046.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -410093.250000 Penalty: 2669.260986
	Iteration 35Q: 3 clusters Score -410093.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -410118.187500 Penalty: 2669.260986
	Iteration 36Q: 3 clusters Score -410118.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -410141.968750 Penalty: 2669.260986
	Iteration 37Q: 3 clusters Score -410142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -410169.468750 Penalty: 2669.260986
	Iteration 38Q: 3 clusters Score -410169.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -410197.718750 Penalty: 2669.260986
	Iteration 39Q: 3 clusters Score -410197.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -410221.343750 Penalty: 2669.260986
	Iteration 40F: 3 clusters Score -410221.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -410245.406250 Penalty: 2669.260986
	Iteration 41Q: 3 clusters Score -410245.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410274.625000 Penalty: 2669.260986
	Iteration 42Q: 3 clusters Score -410274.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -410298.562500 Penalty: 2669.260986
	Iteration 43Q: 3 clusters Score -410298.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -410314.843750 Penalty: 2669.260986
	Iteration 44Q: 3 clusters Score -410314.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -410322.625000 Penalty: 2669.260986
	Iteration 45Q: 3 clusters Score -410322.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -410330.593750 Penalty: 2669.260986
	Iteration 46Q: 3 clusters Score -410330.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -410336.281250 Penalty: 2669.260986
	Iteration 47Q: 3 clusters Score -410336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -410340.687500 Penalty: 2669.260986
	Iteration 48Q: 3 clusters Score -410340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -410342.187500 Penalty: 2669.260986
	Iteration 49Q: 3 clusters Score -410342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -410344.531250 Penalty: 2669.260986
	Iteration 50Q: 3 clusters Score -410344.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -410350.812500 Penalty: 2669.260986
	Iteration 51Q: 3 clusters Score -410350.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -410353.187500 Penalty: 2669.260986
	Iteration 52Q: 3 clusters Score -410353.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -410354.968750 Penalty: 2669.260986
	Iteration 53Q: 3 clusters Score -410355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -410356.468750 Penalty: 2669.260986
	Iteration 54Q: 3 clusters Score -410356.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -410357.093750 Penalty: 2669.260986
	Iteration 55Q: 3 clusters Score -410357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -410357.593750 Penalty: 2669.260986
	Iteration 56Q: 3 clusters Score -410357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -410358.812500 Penalty: 2669.260986
	Iteration 57Q: 3 clusters Score -410358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -410358.812500 Penalty: 2669.260986
	Iteration 58F: 3 clusters Score -410358.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 2668 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 1852 members 
Entering Unmasked Estep 
Score: -40074896.000000 Penalty: 68631.476562
Splitting cluster 17 changes total score from -40060532.000000 to -40074896.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -292796.968750 Penalty: 1281.976196
	Iteration 0F: 2 clusters Score -292797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -290317.750000 Penalty: 2563.952393
	Iteration 0F: 3 clusters Score -290317.8 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -291128.562500 Penalty: 2563.952393
	Iteration 1F: 3 clusters Score -291128.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -291608.250000 Penalty: 2563.952393
	Iteration 2F: 3 clusters Score -291608.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -292217.031250 Penalty: 2563.952393
	Iteration 3F: 3 clusters Score -292217 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -292905.062500 Penalty: 2563.952393
	Iteration 4F: 3 clusters Score -292905.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -293545.125000 Penalty: 2563.952393
	Iteration 5F: 3 clusters Score -293545.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -293932.187500 Penalty: 2563.952393
	Iteration 6F: 3 clusters Score -293932.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -294227.437500 Penalty: 2563.952393
	Iteration 7F: 3 clusters Score -294227.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -294557.437500 Penalty: 2563.952393
	Iteration 8Q: 3 clusters Score -294557.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -294975.468750 Penalty: 2563.952393
	Iteration 9Q: 3 clusters Score -294975.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -295357.937500 Penalty: 2563.952393
	Iteration 10Q: 3 clusters Score -295357.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -295425.781250 Penalty: 2563.952393
	Iteration 11Q: 3 clusters Score -295425.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -295431.875000 Penalty: 2563.952393
	Iteration 12Q: 3 clusters Score -295431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -295432.500000 Penalty: 2563.952393
	Iteration 13Q: 3 clusters Score -295432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -295432.500000 Penalty: 2563.952393
	Iteration 14F: 3 clusters Score -295432.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 8685 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 1852 members 
Mstep: Class 34 contains 1109 members 
Entering Unmasked Estep 
Score: -40076680.000000 Penalty: 70711.218750
Splitting cluster 18 changes total score from -40060532.000000 to -40076680.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 19 (8685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Entering Unmasked Estep 
Score: -946746.562500 Penalty: 1473.769897
	Iteration 0F: 2 clusters Score -946746.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -940435.375000 Penalty: 2947.539795
	Iteration 0F: 3 clusters Score -940435.4 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -942614.625000 Penalty: 2947.539795
	Iteration 1F: 3 clusters Score -942614.6 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -943351.312500 Penalty: 2947.539795
	Iteration 2F: 3 clusters Score -943351.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -944196.000000 Penalty: 2947.539795
	Iteration 3F: 3 clusters Score -944196 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -945143.562500 Penalty: 2947.539795
	Iteration 4F: 3 clusters Score -945143.6 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -945776.812500 Penalty: 2947.539795
	Iteration 5F: 3 clusters Score -945776.8 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -946185.875000 Penalty: 2947.539795
	Iteration 6F: 3 clusters Score -946185.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -946452.000000 Penalty: 2947.539795
	Iteration 7Q: 3 clusters Score -946452 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -946628.687500 Penalty: 2947.539795
	Iteration 8Q: 3 clusters Score -946628.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -946748.062500 Penalty: 2947.539795
	Iteration 9Q: 3 clusters Score -946748.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -946854.625000 Penalty: 2947.539795
	Iteration 10Q: 3 clusters Score -946854.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -946946.812500 Penalty: 2947.539795
	Iteration 11Q: 3 clusters Score -946946.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -947012.875000 Penalty: 2947.539795
	Iteration 12Q: 3 clusters Score -947012.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -947076.312500 Penalty: 2947.539795
	Iteration 13Q: 3 clusters Score -947076.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -947132.750000 Penalty: 2947.539795
	Iteration 14Q: 3 clusters Score -947132.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -947197.250000 Penalty: 2947.539795
	Iteration 15Q: 3 clusters Score -947197.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -947250.625000 Penalty: 2947.539795
	Iteration 16Q: 3 clusters Score -947250.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -947295.937500 Penalty: 2947.539795
	Iteration 17Q: 3 clusters Score -947295.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -947335.812500 Penalty: 2947.539795
	Iteration 18Q: 3 clusters Score -947335.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -947361.750000 Penalty: 2947.539795
	Iteration 19Q: 3 clusters Score -947361.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -947375.812500 Penalty: 2947.539795
	Iteration 20F: 3 clusters Score -947375.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -947388.125000 Penalty: 2947.539795
	Iteration 21Q: 3 clusters Score -947388.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -947392.625000 Penalty: 2947.539795
	Iteration 22Q: 3 clusters Score -947392.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -947398.125000 Penalty: 2947.539795
	Iteration 23Q: 3 clusters Score -947398.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -947402.125000 Penalty: 2947.539795
	Iteration 24Q: 3 clusters Score -947402.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -947405.562500 Penalty: 2947.539795
	Iteration 25Q: 3 clusters Score -947405.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -947409.812500 Penalty: 2947.539795
	Iteration 26Q: 3 clusters Score -947409.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -947413.687500 Penalty: 2947.539795
	Iteration 27Q: 3 clusters Score -947413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -947415.937500 Penalty: 2947.539795
	Iteration 28Q: 3 clusters Score -947415.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -947415.875000 Penalty: 2947.539795
	Iteration 29Q: 3 clusters Score -947415.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -947415.937500 Penalty: 2947.539795
	Iteration 30Q: 3 clusters Score -947415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -947416.687500 Penalty: 2947.539795
	Iteration 31Q: 3 clusters Score -947416.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -947416.562500 Penalty: 2947.539795
	Iteration 32Q: 3 clusters Score -947416.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -947418.125000 Penalty: 2947.539795
	Iteration 33Q: 3 clusters Score -947418.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -947417.312500 Penalty: 2947.539795
	Iteration 34Q: 3 clusters Score -947417.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -947417.000000 Penalty: 2947.539795
	Iteration 35Q: 3 clusters Score -947417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -947416.312500 Penalty: 2947.539795
	Iteration 36Q: 3 clusters Score -947416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -947416.312500 Penalty: 2947.539795
	Iteration 37F: 3 clusters Score -947416.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 4785 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 5192 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 1852 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 3900 members 
Entering Unmasked Estep 
Score: -40076720.000000 Penalty: 72790.960938
Splitting cluster 19 changes total score from -40060532.000000 to -40076720.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (20894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Entering Unmasked Estep 
Score: -2360001.750000 Penalty: 1616.422729
	Iteration 0F: 2 clusters Score -2360002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2345779.750000 Penalty: 3232.845459
	Iteration 0F: 3 clusters Score -2345780 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2351042.500000 Penalty: 3232.845459
	Iteration 1F: 3 clusters Score -2351042 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2351543.500000 Penalty: 3232.845459
	Iteration 2F: 3 clusters Score -2351544 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2352381.000000 Penalty: 3232.845459
	Iteration 3F: 3 clusters Score -2352381 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2353604.750000 Penalty: 3232.845459
	Iteration 4F: 3 clusters Score -2353605 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -2355189.750000 Penalty: 3232.845459
	Iteration 5F: 3 clusters Score -2355190 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2356602.000000 Penalty: 3232.845459
	Iteration 6F: 3 clusters Score -2356602 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2357589.750000 Penalty: 3232.845459
	Iteration 7F: 3 clusters Score -2357590 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2358218.750000 Penalty: 3232.845459
	Iteration 8Q: 3 clusters Score -2358219 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -2358620.000000 Penalty: 3232.845459
	Iteration 9Q: 3 clusters Score -2358620 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -2358987.750000 Penalty: 3232.845459
	Iteration 10Q: 3 clusters Score -2358988 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2359343.000000 Penalty: 3232.845459
	Iteration 11Q: 3 clusters Score -2359343 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2359605.000000 Penalty: 3232.845459
	Iteration 12Q: 3 clusters Score -2359605 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2359724.500000 Penalty: 3232.845459
	Iteration 13Q: 3 clusters Score -2359724 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2359796.250000 Penalty: 3232.845459
	Iteration 14Q: 3 clusters Score -2359796 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2359823.250000 Penalty: 3232.845459
	Iteration 15Q: 3 clusters Score -2359823 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2359843.250000 Penalty: 3232.845459
	Iteration 16Q: 3 clusters Score -2359843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2359853.750000 Penalty: 3232.845459
	Iteration 17Q: 3 clusters Score -2359854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2359860.250000 Penalty: 3232.845459
	Iteration 18Q: 3 clusters Score -2359860 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2359877.250000 Penalty: 3232.845459
	Iteration 19Q: 3 clusters Score -2359877 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -2359885.750000 Penalty: 3232.845459
	Iteration 20F: 3 clusters Score -2359886 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -2359891.000000 Penalty: 3232.845459
	Iteration 21Q: 3 clusters Score -2359891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -2359894.750000 Penalty: 3232.845459
	Iteration 22Q: 3 clusters Score -2359895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2359892.000000 Penalty: 3232.845459
	Iteration 23Q: 3 clusters Score -2359892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2359893.250000 Penalty: 3232.845459
	Iteration 24Q: 3 clusters Score -2359893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2359894.250000 Penalty: 3232.845459
	Iteration 25Q: 3 clusters Score -2359894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2359896.000000 Penalty: 3232.845459
	Iteration 26Q: 3 clusters Score -2359896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2359895.500000 Penalty: 3232.845459
	Iteration 27Q: 3 clusters Score -2359896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2359895.750000 Penalty: 3232.845459
	Iteration 28Q: 3 clusters Score -2359896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2359893.750000 Penalty: 3232.845459
	Iteration 29Q: 3 clusters Score -2359894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2359893.750000 Penalty: 3232.845459
	Iteration 30F: 3 clusters Score -2359894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (5192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Entering Unmasked Estep 
Score: -505697.968750 Penalty: 1390.167114
	Iteration 0F: 2 clusters Score -505698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -501792.281250 Penalty: 2780.334229
	Iteration 0F: 3 clusters Score -501792.3 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -504556.593750 Penalty: 2780.334229
	Iteration 1F: 3 clusters Score -504556.6 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -506041.000000 Penalty: 2780.334229
	Iteration 2F: 3 clusters Score -506041 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -507089.500000 Penalty: 2780.334229
	Iteration 3F: 3 clusters Score -507089.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -507859.281250 Penalty: 2780.334229
	Iteration 4F: 3 clusters Score -507859.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -508451.187500 Penalty: 2780.334229
	Iteration 5F: 3 clusters Score -508451.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -509087.906250 Penalty: 2780.334229
	Iteration 6Q: 3 clusters Score -509087.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -509540.906250 Penalty: 2780.334229
	Iteration 7Q: 3 clusters Score -509540.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -509888.187500 Penalty: 2780.334229
	Iteration 8Q: 3 clusters Score -509888.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -510251.875000 Penalty: 2780.334229
	Iteration 9Q: 3 clusters Score -510251.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -510584.781250 Penalty: 2780.334229
	Iteration 10Q: 3 clusters Score -510584.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -510819.093750 Penalty: 2780.334229
	Iteration 11Q: 3 clusters Score -510819.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -510880.500000 Penalty: 2780.334229
	Iteration 12Q: 3 clusters Score -510880.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -510898.312500 Penalty: 2780.334229
	Iteration 13Q: 3 clusters Score -510898.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -510902.781250 Penalty: 2780.334229
	Iteration 14Q: 3 clusters Score -510902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -510904.250000 Penalty: 2780.334229
	Iteration 15Q: 3 clusters Score -510904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -510904.250000 Penalty: 2780.334229
	Iteration 16F: 3 clusters Score -510904.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 4785 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 1640 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 1852 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 3900 members 
Mstep: Class 36 contains 4441 members 
Entering Unmasked Estep 
Score: -40081104.000000 Penalty: 74870.703125
Splitting cluster 21 changes total score from -40060532.000000 to -40081104.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 22 (1640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Entering Unmasked Estep 
Score: -169133.171875 Penalty: 1202.898315
	Iteration 0F: 2 clusters Score -169133.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -167313.328125 Penalty: 2405.796631
	Iteration 0F: 3 clusters Score -167313.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -167884.843750 Penalty: 2405.796631
	Iteration 1F: 3 clusters Score -167884.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -168170.875000 Penalty: 2405.796631
	Iteration 2F: 3 clusters Score -168170.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -168464.203125 Penalty: 2405.796631
	Iteration 3F: 3 clusters Score -168464.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -168643.171875 Penalty: 2405.796631
	Iteration 4F: 3 clusters Score -168643.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -168767.046875 Penalty: 2405.796631
	Iteration 5Q: 3 clusters Score -168767 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -168922.765625 Penalty: 2405.796631
	Iteration 6Q: 3 clusters Score -168922.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -169109.250000 Penalty: 2405.796631
	Iteration 7Q: 3 clusters Score -169109.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -169241.250000 Penalty: 2405.796631
	Iteration 8Q: 3 clusters Score -169241.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -169328.828125 Penalty: 2405.796631
	Iteration 9Q: 3 clusters Score -169328.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -169347.156250 Penalty: 2405.796631
	Iteration 10Q: 3 clusters Score -169347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -169358.437500 Penalty: 2405.796631
	Iteration 11Q: 3 clusters Score -169358.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -169361.093750 Penalty: 2405.796631
	Iteration 12Q: 3 clusters Score -169361.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169364.765625 Penalty: 2405.796631
	Iteration 13Q: 3 clusters Score -169364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -169366.421875 Penalty: 2405.796631
	Iteration 14Q: 3 clusters Score -169366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -169367.687500 Penalty: 2405.796631
	Iteration 15Q: 3 clusters Score -169367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169369.562500 Penalty: 2405.796631
	Iteration 16Q: 3 clusters Score -169369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -169369.562500 Penalty: 2405.796631
	Iteration 17F: 3 clusters Score -169369.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 4785 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 19075 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 1852 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 3900 members 
Mstep: Class 36 contains 4441 members 
Mstep: Class 37 contains 749 members 
Entering Unmasked Estep 
Score: -40080468.000000 Penalty: 76950.445312
Splitting cluster 22 changes total score from -40060532.000000 to -40080468.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 23 (19075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Entering Unmasked Estep 
Score: -2168318.250000 Penalty: 1601.621704
	Iteration 0F: 2 clusters Score -2168318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2155366.500000 Penalty: 3203.243408
	Iteration 0F: 3 clusters Score -2155366 nChanged 8520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2160077.000000 Penalty: 3203.243408
	Iteration 1F: 3 clusters Score -2160077 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2160970.750000 Penalty: 3203.243408
	Iteration 2F: 3 clusters Score -2160971 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2163048.500000 Penalty: 3203.243408
	Iteration 3F: 3 clusters Score -2163048 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2165593.750000 Penalty: 3203.243408
	Iteration 4F: 3 clusters Score -2165594 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2167348.500000 Penalty: 3203.243408
	Iteration 5F: 3 clusters Score -2167348 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2168542.750000 Penalty: 3203.243408
	Iteration 6F: 3 clusters Score -2168543 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2169531.750000 Penalty: 3203.243408
	Iteration 7F: 3 clusters Score -2169532 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2170223.000000 Penalty: 3203.243408
	Iteration 8Q: 3 clusters Score -2170223 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2170660.500000 Penalty: 3203.243408
	Iteration 9Q: 3 clusters Score -2170660 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2170969.250000 Penalty: 3203.243408
	Iteration 10Q: 3 clusters Score -2170969 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2171195.500000 Penalty: 3203.243408
	Iteration 11Q: 3 clusters Score -2171196 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2171416.750000 Penalty: 3203.243408
	Iteration 12Q: 3 clusters Score -2171417 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -2171736.750000 Penalty: 3203.243408
	Iteration 13Q: 3 clusters Score -2171737 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -2172133.000000 Penalty: 3203.243408
	Iteration 14Q: 3 clusters Score -2172133 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -2172410.750000 Penalty: 3203.243408
	Iteration 15Q: 3 clusters Score -2172411 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2172604.000000 Penalty: 3203.243408
	Iteration 16Q: 3 clusters Score -2172604 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2172733.000000 Penalty: 3203.243408
	Iteration 17Q: 3 clusters Score -2172733 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2172833.000000 Penalty: 3203.243408
	Iteration 18Q: 3 clusters Score -2172833 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -2172926.500000 Penalty: 3203.243408
	Iteration 19Q: 3 clusters Score -2172926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2173017.500000 Penalty: 3203.243408
	Iteration 20F: 3 clusters Score -2173018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2173112.750000 Penalty: 3203.243408
	Iteration 21Q: 3 clusters Score -2173113 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2173202.500000 Penalty: 3203.243408
	Iteration 22Q: 3 clusters Score -2173202 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2173303.000000 Penalty: 3203.243408
	Iteration 23Q: 3 clusters Score -2173303 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2173409.500000 Penalty: 3203.243408
	Iteration 24Q: 3 clusters Score -2173410 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -2173548.250000 Penalty: 3203.243408
	Iteration 25Q: 3 clusters Score -2173548 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2173709.250000 Penalty: 3203.243408
	Iteration 26Q: 3 clusters Score -2173709 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -2173981.250000 Penalty: 3203.243408
	Iteration 27Q: 3 clusters Score -2173981 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -2174471.750000 Penalty: 3203.243408
	Iteration 28Q: 3 clusters Score -2174472 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -2175218.000000 Penalty: 3203.243408
	Iteration 29Q: 3 clusters Score -2175218 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -2176014.000000 Penalty: 3203.243408
	Iteration 30Q: 3 clusters Score -2176014 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2176658.000000 Penalty: 3203.243408
	Iteration 31Q: 3 clusters Score -2176658 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2177053.250000 Penalty: 3203.243408
	Iteration 32Q: 3 clusters Score -2177053 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2177307.000000 Penalty: 3203.243408
	Iteration 33Q: 3 clusters Score -2177307 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -2177403.500000 Penalty: 3203.243408
	Iteration 34Q: 3 clusters Score -2177404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2177440.250000 Penalty: 3203.243408
	Iteration 35Q: 3 clusters Score -2177440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2177467.250000 Penalty: 3203.243408
	Iteration 36Q: 3 clusters Score -2177467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2177473.000000 Penalty: 3203.243408
	Iteration 37Q: 3 clusters Score -2177473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2177474.000000 Penalty: 3203.243408
	Iteration 38Q: 3 clusters Score -2177474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2177473.000000 Penalty: 3203.243408
	Iteration 39Q: 3 clusters Score -2177473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2177523.000000 Penalty: 3203.243408
	Iteration 40F: 3 clusters Score -2177523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2177528.250000 Penalty: 3203.243408
	Iteration 41Q: 3 clusters Score -2177528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2177530.000000 Penalty: 3203.243408
	Iteration 42Q: 3 clusters Score -2177530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2177528.500000 Penalty: 3203.243408
	Iteration 43Q: 3 clusters Score -2177528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2177531.500000 Penalty: 3203.243408
	Iteration 44Q: 3 clusters Score -2177532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -2177531.500000 Penalty: 3203.243408
	Iteration 45F: 3 clusters Score -2177532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 11 contains 5658 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 4785 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 11235 members 
Mstep: Class 25 contains 599 members 
Mstep: Class 26 contains 2214 members 
Mstep: Class 27 contains 866 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 10424 members 
Mstep: Class 30 contains 16293 members 
Mstep: Class 31 contains 1887 members 
Mstep: Class 32 contains 4965 members 
Mstep: Class 33 contains 1852 members 
Mstep: Class 34 contains 1109 members 
Mstep: Class 35 contains 3900 members 
Mstep: Class 36 contains 4441 members 
Mstep: Class 37 contains 749 members 
Mstep: Class 38 contains 11359 members 
Entering Unmasked Estep 
Score: -40089308.000000 Penalty: 79030.187500
Splitting cluster 23 changes total score from -40060532.000000 to -40089308.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 24 (11235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Entering Unmasked Estep 
Score: -1273165.500000 Penalty: 1515.603149
	Iteration 0F: 2 clusters Score -1273166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1265137.000000 Penalty: 3031.206299
	Iteration 0F: 3 clusters Score -1265137 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1267796.875000 Penalty: 3031.206299
	Iteration 1F: 3 clusters Score -1267797 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1268071.750000 Penalty: 3031.206299
	Iteration 2F: 3 clusters Score -1268072 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1268357.375000 Penalty: 3031.206299
	Iteration 3Q: 3 clusters Score -1268357 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1268673.625000 Penalty: 3031.206299
	Iteration 4Q: 3 clusters Score -1268674 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1269132.375000 Penalty: 3031.206299
	Iteration 5Q: 3 clusters Score -1269132 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1269685.625000 Penalty: 3031.206299
	Iteration 6F: 3 clusters Score -1269686 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1270235.500000 Penalty: 3031.206299
	Iteration 7F: 3 clusters Score -1270236 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1270714.750000 Penalty: 3031.206299
	Iteration 8F: 3 clusters Score -1270715 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1271107.125000 Penalty: 3031.206299
	Iteration 9F: 3 clusters Score -1271107 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1271407.750000 Penalty: 3031.206299
	Iteration 10Q: 3 clusters Score -1271408 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1271611.000000 Penalty: 3031.206299
	Iteration 11Q: 3 clusters Score -1271611 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -1271757.500000 Penalty: 3031.206299
	Iteration 12Q: 3 clusters Score -1271758 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1271868.750000 Penalty: 3031.206299
	Iteration 13Q: 3 clusters Score -1271869 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1271947.250000 Penalty: 3031.206299
	Iteration 14Q: 3 clusters Score -1271947 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1272009.125000 Penalty: 3031.206299
	Iteration 15Q: 3 clusters Score -1272009 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1272055.125000 Penalty: 3031.206299
	Iteration 16Q: 3 clusters Score -1272055 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1272097.500000 Penalty: 3031.206299
	Iteration 17Q: 3 clusters Score -1272098 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1272137.000000 Penalty: 3031.206299
	Iteration 18Q: 3 clusters Score -1272137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1272182.875000 Penalty: 3031.206299
	Iteration 19Q: 3 clusters Score -1272183 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1272227.375000 Penalty: 3031.206299
	Iteration 20F: 3 clusters Score -1272227 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1272284.875000 Penalty: 3031.206299
	Iteration 21Q: 3 clusters Score -1272285 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1272339.250000 Penalty: 3031.206299
	Iteration 22Q: 3 clusters Score -1272339 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1272403.625000 Penalty: 3031.206299
	Iteration 23Q: 3 clusters Score -1272404 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1272482.500000 Penalty: 3031.206299
	Iteration 24Q: 3 clusters Score -1272482 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1272551.625000 Penalty: 3031.206299
	Iteration 25Q: 3 clusters Score -1272552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1272607.875000 Penalty: 3031.206299
	Iteration 26Q: 3 clusters Score -1272608 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1272653.875000 Penalty: 3031.206299
	Iteration 27Q: 3 clusters Score -1272654 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1272686.625000 Penalty: 3031.206299
	Iteration 28Q: 3 clusters Score -1272687 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1272711.625000 Penalty: 3031.206299
	Iteration 29Q: 3 clusters Score -1272712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1272725.000000 Penalty: 3031.206299
	Iteration 30Q: 3 clusters Score -1272725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1272729.875000 Penalty: 3031.206299
	Iteration 31Q: 3 clusters Score -1272730 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1272736.125000 Penalty: 3031.206299
	Iteration 32Q: 3 clusters Score -1272736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -1272742.625000 Penalty: 3031.206299
	Iteration 33Q: 3 clusters Score -1272743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1272744.500000 Penalty: 3031.206299
	Iteration 34Q: 3 clusters Score -1272744 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1272744.750000 Penalty: 3031.206299
	Iteration 35Q: 3 clusters Score -1272745 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1272747.625000 Penalty: 3031.206299
	Iteration 36Q: 3 clusters Score -1272748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1272750.125000 Penalty: 3031.206299
	Iteration 37Q: 3 clusters Score -1272750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1272752.000000 Penalty: 3031.206299
	Iteration 38Q: 3 clusters Score -1272752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1272755.375000 Penalty: 3031.206299
	Iteration 39Q: 3 clusters Score -1272755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1272755.875000 Penalty: 3031.206299
	Iteration 40F: 3 clusters Score -1272756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1272756.750000 Penalty: 3031.206299
	Iteration 41Q: 3 clusters Score -1272757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1272759.500000 Penalty: 3031.206299
	Iteration 42Q: 3 clusters Score -1272760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -1272757.375000 Penalty: 3031.206299
	Iteration 43Q: 3 clusters Score -1272757 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1272756.000000 Penalty: 3031.206299
	Iteration 44Q: 3 clusters Score -1272756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1272758.750000 Penalty: 3031.206299
	Iteration 45Q: 3 clusters Score -1272759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1272759.375000 Penalty: 3031.206299
	Iteration 46Q: 3 clusters Score -1272759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1272761.625000 Penalty: 3031.206299
	Iteration 47Q: 3 clusters Score -1272762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1272761.000000 Penalty: 3031.206299
	Iteration 48Q: 3 clusters Score -1272761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1272759.375000 Penalty: 3031.206299
	Iteration 49Q: 3 clusters Score -1272759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1272761.750000 Penalty: 3031.206299
	Iteration 50Q: 3 clusters Score -1272762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1272764.125000 Penalty: 3031.206299
	Iteration 51Q: 3 clusters Score -1272764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1272762.250000 Penalty: 3031.206299
	Iteration 52Q: 3 clusters Score -1272762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -1272766.375000 Penalty: 3031.206299
	Iteration 53Q: 3 clusters Score -1272766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1272768.375000 Penalty: 3031.206299
	Iteration 54Q: 3 clusters Score -1272768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1272768.000000 Penalty: 3031.206299
	Iteration 55Q: 3 clusters Score -1272768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1272769.125000 Penalty: 3031.206299
	Iteration 56Q: 3 clusters Score -1272769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1272769.500000 Penalty: 3031.206299
	Iteration 57Q: 3 clusters Score -1272770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1272770.750000 Penalty: 3031.206299
	Iteration 58Q: 3 clusters Score -1272771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -1272770.750000 Penalty: 3031.206299
	Iteration 59F: 3 clusters Score -1272771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 4391 members 
Mstep: Class 4 contains 564 members 
Mstep: Class 5 contains 45471 members 
Mstep: Class 6 contains 2693 members 
Mstep: Class 7 contains 21926 members 
Mstep: Class 8 contains 3857 members 
Mstep: Class 9 contains 23583 members 
Mstep: Class 10 contains 5068 members 
Mstep: Class 12 contains 5848 members 
Mstep: Class 13 contains 21868 members 
Mstep: Class 14 contains 95130 members 
Mstep: Class 15 contains 1668 members 
Mstep: Class 16 contains 6353 members 
Mstep: Class 17 contains 1837 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 4785 members 
Mstep: Class 20 contains 20894 members 
Mstep: Class 21 contains 751 members 
Mstep: Class 22 contains 891 members 
Mstep: Class 23 contains 7716 members 
Mstep: Class 24 contains 11235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40096484.000000 Penalty: 79030.187500
Iteration 39Q: 39 clusters Score -4.009648e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2804 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 45811 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 21948 members 
Mstep: Class 8 contains 3952 members 
Mstep: Class 9 contains 23427 members 
Mstep: Class 10 contains 5087 members 
Mstep: Class 11 contains 5668 members 
Mstep: Class 12 contains 5956 members 
Mstep: Class 13 contains 23083 members 
Mstep: Class 14 contains 94854 members 
Mstep: Class 15 contains 1758 members 
Mstep: Class 16 contains 6695 members 
Mstep: Class 17 contains 1910 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 4939 members 
Mstep: Class 20 contains 21066 members 
Mstep: Class 21 contains 786 members 
Mstep: Class 22 contains 1098 members 
Mstep: Class 23 contains 7643 members 
Mstep: Class 24 contains 11207 members 
Mstep: Class 25 contains 589 members 
Mstep: Class 26 contains 2077 members 
Mstep: Class 27 contains 922 members 
Mstep: Class 28 contains 1888 members 
Mstep: Class 29 contains 9703 members 
Mstep: Class 30 contains 15558 members 
Mstep: Class 31 contains 1852 members 
Mstep: Class 32 contains 4861 members 
Mstep: Class 33 contains 1834 members 
Mstep: Class 34 contains 1199 members 
Mstep: Class 35 contains 3567 members 
Mstep: Class 36 contains 4265 members 
Mstep: Class 37 contains 732 members 
Mstep: Class 38 contains 11172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40104048.000000 Penalty: 79030.187500
Iteration 40F: 39 clusters Score -4.010405e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2799 members 
Mstep: Class 3 contains 4403 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 45598 members 
Mstep: Class 6 contains 2917 members 
Mstep: Class 7 contains 21565 members 
Mstep: Class 8 contains 3988 members 
Mstep: Class 9 contains 22624 members 
Mstep: Class 10 contains 5075 members 
Mstep: Class 11 contains 5779 members 
Mstep: Class 12 contains 5748 members 
Mstep: Class 13 contains 23681 members 
Mstep: Class 14 contains 94276 members 
Mstep: Class 15 contains 1744 members 
Mstep: Class 16 contains 6707 members 
Mstep: Class 17 contains 1949 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 4931 members 
Mstep: Class 20 contains 20997 members 
Mstep: Class 21 contains 802 members 
Mstep: Class 22 contains 1256 members 
Mstep: Class 23 contains 7539 members 
Mstep: Class 24 contains 11112 members 
Mstep: Class 25 contains 648 members 
Mstep: Class 26 contains 2106 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 1835 members 
Mstep: Class 29 contains 9713 members 
Mstep: Class 30 contains 15712 members 
Mstep: Class 31 contains 1867 members 
Mstep: Class 32 contains 4845 members 
Mstep: Class 33 contains 1829 members 
Mstep: Class 34 contains 1333 members 
Mstep: Class 35 contains 3543 members 
Mstep: Class 36 contains 4414 members 
Mstep: Class 37 contains 763 members 
Mstep: Class 38 contains 12076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40107672.000000 Penalty: 79030.187500
Iteration 41Q: 39 clusters Score -4.010767e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2795 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 45445 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 21330 members 
Mstep: Class 8 contains 4036 members 
Mstep: Class 9 contains 22045 members 
Mstep: Class 10 contains 5062 members 
Mstep: Class 11 contains 5877 members 
Mstep: Class 12 contains 5626 members 
Mstep: Class 13 contains 24176 members 
Mstep: Class 14 contains 93816 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 6729 members 
Mstep: Class 17 contains 1998 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 4965 members 
Mstep: Class 20 contains 20978 members 
Mstep: Class 21 contains 812 members 
Mstep: Class 22 contains 1410 members 
Mstep: Class 23 contains 7468 members 
Mstep: Class 24 contains 11032 members 
Mstep: Class 25 contains 704 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 1797 members 
Mstep: Class 29 contains 9631 members 
Mstep: Class 30 contains 15809 members 
Mstep: Class 31 contains 1873 members 
Mstep: Class 32 contains 4836 members 
Mstep: Class 33 contains 1837 members 
Mstep: Class 34 contains 1394 members 
Mstep: Class 35 contains 3506 members 
Mstep: Class 36 contains 4475 members 
Mstep: Class 37 contains 780 members 
Mstep: Class 38 contains 12682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40109456.000000 Penalty: 79030.187500
Iteration 42Q: 39 clusters Score -4.010946e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2785 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45348 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 21185 members 
Mstep: Class 8 contains 4075 members 
Mstep: Class 9 contains 21605 members 
Mstep: Class 10 contains 5044 members 
Mstep: Class 11 contains 5927 members 
Mstep: Class 12 contains 5504 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 93474 members 
Mstep: Class 15 contains 1692 members 
Mstep: Class 16 contains 6754 members 
Mstep: Class 17 contains 2070 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 4971 members 
Mstep: Class 20 contains 20926 members 
Mstep: Class 21 contains 821 members 
Mstep: Class 22 contains 1536 members 
Mstep: Class 23 contains 7418 members 
Mstep: Class 24 contains 10973 members 
Mstep: Class 25 contains 726 members 
Mstep: Class 26 contains 2087 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 1789 members 
Mstep: Class 29 contains 9488 members 
Mstep: Class 30 contains 15886 members 
Mstep: Class 31 contains 1869 members 
Mstep: Class 32 contains 4832 members 
Mstep: Class 33 contains 1836 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 3482 members 
Mstep: Class 36 contains 4507 members 
Mstep: Class 37 contains 789 members 
Mstep: Class 38 contains 13169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40110728.000000 Penalty: 79030.187500
Iteration 43Q: 39 clusters Score -4.011073e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2771 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 45269 members 
Mstep: Class 6 contains 3058 members 
Mstep: Class 7 contains 21108 members 
Mstep: Class 8 contains 4114 members 
Mstep: Class 9 contains 21269 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 11 contains 5963 members 
Mstep: Class 12 contains 5392 members 
Mstep: Class 13 contains 24937 members 
Mstep: Class 14 contains 93159 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 4977 members 
Mstep: Class 20 contains 20904 members 
Mstep: Class 21 contains 828 members 
Mstep: Class 22 contains 1650 members 
Mstep: Class 23 contains 7358 members 
Mstep: Class 24 contains 10923 members 
Mstep: Class 25 contains 733 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 1002 members 
Mstep: Class 28 contains 1788 members 
Mstep: Class 29 contains 9347 members 
Mstep: Class 30 contains 15918 members 
Mstep: Class 31 contains 1858 members 
Mstep: Class 32 contains 4826 members 
Mstep: Class 33 contains 1839 members 
Mstep: Class 34 contains 1447 members 
Mstep: Class 35 contains 3467 members 
Mstep: Class 36 contains 4529 members 
Mstep: Class 37 contains 801 members 
Mstep: Class 38 contains 13555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40111680.000000 Penalty: 79030.187500
Iteration 44Q: 39 clusters Score -4.011168e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2744 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 45229 members 
Mstep: Class 6 contains 3117 members 
Mstep: Class 7 contains 21065 members 
Mstep: Class 8 contains 4140 members 
Mstep: Class 9 contains 21024 members 
Mstep: Class 10 contains 5017 members 
Mstep: Class 11 contains 5978 members 
Mstep: Class 12 contains 5307 members 
Mstep: Class 13 contains 25240 members 
Mstep: Class 14 contains 92888 members 
Mstep: Class 15 contains 1702 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 2161 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 4994 members 
Mstep: Class 20 contains 20886 members 
Mstep: Class 21 contains 836 members 
Mstep: Class 22 contains 1751 members 
Mstep: Class 23 contains 7300 members 
Mstep: Class 24 contains 10868 members 
Mstep: Class 25 contains 735 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 1011 members 
Mstep: Class 28 contains 1788 members 
Mstep: Class 29 contains 9202 members 
Mstep: Class 30 contains 15942 members 
Mstep: Class 31 contains 1843 members 
Mstep: Class 32 contains 4825 members 
Mstep: Class 33 contains 1842 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 3478 members 
Mstep: Class 36 contains 4542 members 
Mstep: Class 37 contains 803 members 
Mstep: Class 38 contains 13851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112216.000000 Penalty: 79030.187500
Iteration 45Q: 39 clusters Score -4.011222e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2716 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 599 members 
Mstep: Class 5 contains 45194 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 21035 members 
Mstep: Class 8 contains 4176 members 
Mstep: Class 9 contains 20829 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 5998 members 
Mstep: Class 12 contains 5246 members 
Mstep: Class 13 contains 25514 members 
Mstep: Class 14 contains 92657 members 
Mstep: Class 15 contains 1724 members 
Mstep: Class 16 contains 6795 members 
Mstep: Class 17 contains 2174 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 5018 members 
Mstep: Class 20 contains 20873 members 
Mstep: Class 21 contains 840 members 
Mstep: Class 22 contains 1830 members 
Mstep: Class 23 contains 7260 members 
Mstep: Class 24 contains 10823 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2103 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 1788 members 
Mstep: Class 29 contains 9034 members 
Mstep: Class 30 contains 15954 members 
Mstep: Class 31 contains 1835 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 1849 members 
Mstep: Class 34 contains 1462 members 
Mstep: Class 35 contains 3518 members 
Mstep: Class 36 contains 4540 members 
Mstep: Class 37 contains 807 members 
Mstep: Class 38 contains 14080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112480.000000 Penalty: 79030.187500
Iteration 46Q: 39 clusters Score -4.011248e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2694 members 
Mstep: Class 3 contains 4497 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 45170 members 
Mstep: Class 6 contains 3221 members 
Mstep: Class 7 contains 21004 members 
Mstep: Class 8 contains 4203 members 
Mstep: Class 9 contains 20715 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 5198 members 
Mstep: Class 13 contains 25738 members 
Mstep: Class 14 contains 92483 members 
Mstep: Class 15 contains 1740 members 
Mstep: Class 16 contains 6786 members 
Mstep: Class 17 contains 2171 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 5075 members 
Mstep: Class 20 contains 20861 members 
Mstep: Class 21 contains 841 members 
Mstep: Class 22 contains 1897 members 
Mstep: Class 23 contains 7218 members 
Mstep: Class 24 contains 10781 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2100 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 8875 members 
Mstep: Class 30 contains 15942 members 
Mstep: Class 31 contains 1829 members 
Mstep: Class 32 contains 4820 members 
Mstep: Class 33 contains 1863 members 
Mstep: Class 34 contains 1467 members 
Mstep: Class 35 contains 3556 members 
Mstep: Class 36 contains 4554 members 
Mstep: Class 37 contains 813 members 
Mstep: Class 38 contains 14251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112712.000000 Penalty: 79030.187500
Iteration 47Q: 39 clusters Score -4.011271e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 600 members 
Mstep: Class 5 contains 45149 members 
Mstep: Class 6 contains 3255 members 
Mstep: Class 7 contains 20972 members 
Mstep: Class 8 contains 4230 members 
Mstep: Class 9 contains 20623 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 5163 members 
Mstep: Class 13 contains 25931 members 
Mstep: Class 14 contains 92348 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 6777 members 
Mstep: Class 17 contains 2172 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 5134 members 
Mstep: Class 20 contains 20870 members 
Mstep: Class 21 contains 843 members 
Mstep: Class 22 contains 1943 members 
Mstep: Class 23 contains 7189 members 
Mstep: Class 24 contains 10748 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2093 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 1787 members 
Mstep: Class 29 contains 8723 members 
Mstep: Class 30 contains 15934 members 
Mstep: Class 31 contains 1824 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 1870 members 
Mstep: Class 34 contains 1474 members 
Mstep: Class 35 contains 3587 members 
Mstep: Class 36 contains 4565 members 
Mstep: Class 37 contains 815 members 
Mstep: Class 38 contains 14391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112880.000000 Penalty: 79030.187500
Iteration 48Q: 39 clusters Score -4.011288e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 2656 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45139 members 
Mstep: Class 6 contains 3294 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 4253 members 
Mstep: Class 9 contains 20552 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 5133 members 
Mstep: Class 13 contains 26090 members 
Mstep: Class 14 contains 92229 members 
Mstep: Class 15 contains 1756 members 
Mstep: Class 16 contains 6755 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 5172 members 
Mstep: Class 20 contains 20880 members 
Mstep: Class 21 contains 844 members 
Mstep: Class 22 contains 1995 members 
Mstep: Class 23 contains 7149 members 
Mstep: Class 24 contains 10720 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 2094 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8609 members 
Mstep: Class 30 contains 15926 members 
Mstep: Class 31 contains 1819 members 
Mstep: Class 32 contains 4808 members 
Mstep: Class 33 contains 1873 members 
Mstep: Class 34 contains 1478 members 
Mstep: Class 35 contains 3623 members 
Mstep: Class 36 contains 4583 members 
Mstep: Class 37 contains 816 members 
Mstep: Class 38 contains 14480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40112976.000000 Penalty: 79030.187500
Iteration 49Q: 39 clusters Score -4.011298e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2642 members 
Mstep: Class 3 contains 4480 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45128 members 
Mstep: Class 6 contains 3323 members 
Mstep: Class 7 contains 20937 members 
Mstep: Class 8 contains 4280 members 
Mstep: Class 9 contains 20485 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 5096 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 92124 members 
Mstep: Class 15 contains 1766 members 
Mstep: Class 16 contains 6734 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 5209 members 
Mstep: Class 20 contains 20884 members 
Mstep: Class 21 contains 846 members 
Mstep: Class 22 contains 2028 members 
Mstep: Class 23 contains 7113 members 
Mstep: Class 24 contains 10704 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 2089 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8503 members 
Mstep: Class 30 contains 15929 members 
Mstep: Class 31 contains 1815 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1874 members 
Mstep: Class 34 contains 1483 members 
Mstep: Class 35 contains 3650 members 
Mstep: Class 36 contains 4598 members 
Mstep: Class 37 contains 818 members 
Mstep: Class 38 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113076.000000 Penalty: 79030.187500
Iteration 50Q: 39 clusters Score -4.011308e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2632 members 
Mstep: Class 3 contains 4484 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45120 members 
Mstep: Class 6 contains 3349 members 
Mstep: Class 7 contains 20926 members 
Mstep: Class 8 contains 4290 members 
Mstep: Class 9 contains 20432 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 5065 members 
Mstep: Class 13 contains 26343 members 
Mstep: Class 14 contains 92025 members 
Mstep: Class 15 contains 1775 members 
Mstep: Class 16 contains 6725 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 5254 members 
Mstep: Class 20 contains 20879 members 
Mstep: Class 21 contains 849 members 
Mstep: Class 22 contains 2055 members 
Mstep: Class 23 contains 7079 members 
Mstep: Class 24 contains 10692 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 2084 members 
Mstep: Class 27 contains 1023 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8406 members 
Mstep: Class 30 contains 15940 members 
Mstep: Class 31 contains 1813 members 
Mstep: Class 32 contains 4808 members 
Mstep: Class 33 contains 1875 members 
Mstep: Class 34 contains 1491 members 
Mstep: Class 35 contains 3675 members 
Mstep: Class 36 contains 4599 members 
Mstep: Class 37 contains 818 members 
Mstep: Class 38 contains 14663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113180.000000 Penalty: 79030.187500
Iteration 51Q: 39 clusters Score -4.011318e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 4482 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45104 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 20920 members 
Mstep: Class 8 contains 4307 members 
Mstep: Class 9 contains 20394 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 5036 members 
Mstep: Class 13 contains 26458 members 
Mstep: Class 14 contains 91948 members 
Mstep: Class 15 contains 1782 members 
Mstep: Class 16 contains 6724 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 1538 members 
Mstep: Class 19 contains 5286 members 
Mstep: Class 20 contains 20886 members 
Mstep: Class 21 contains 849 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 7044 members 
Mstep: Class 24 contains 10675 members 
Mstep: Class 25 contains 733 members 
Mstep: Class 26 contains 2079 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8311 members 
Mstep: Class 30 contains 15945 members 
Mstep: Class 31 contains 1811 members 
Mstep: Class 32 contains 4808 members 
Mstep: Class 33 contains 1877 members 
Mstep: Class 34 contains 1500 members 
Mstep: Class 35 contains 3691 members 
Mstep: Class 36 contains 4608 members 
Mstep: Class 37 contains 818 members 
Mstep: Class 38 contains 14717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113272.000000 Penalty: 79030.187500
Iteration 52Q: 39 clusters Score -4.011327e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2626 members 
Mstep: Class 3 contains 4488 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45101 members 
Mstep: Class 6 contains 3386 members 
Mstep: Class 7 contains 20917 members 
Mstep: Class 8 contains 4321 members 
Mstep: Class 9 contains 20365 members 
Mstep: Class 10 contains 5026 members 
Mstep: Class 11 contains 6019 members 
Mstep: Class 12 contains 5017 members 
Mstep: Class 13 contains 26562 members 
Mstep: Class 14 contains 91869 members 
Mstep: Class 15 contains 1790 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 1538 members 
Mstep: Class 19 contains 5321 members 
Mstep: Class 20 contains 20881 members 
Mstep: Class 21 contains 850 members 
Mstep: Class 22 contains 2103 members 
Mstep: Class 23 contains 7016 members 
Mstep: Class 24 contains 10658 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2066 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8221 members 
Mstep: Class 30 contains 15943 members 
Mstep: Class 31 contains 1810 members 
Mstep: Class 32 contains 4807 members 
Mstep: Class 33 contains 1881 members 
Mstep: Class 34 contains 1511 members 
Mstep: Class 35 contains 3704 members 
Mstep: Class 36 contains 4609 members 
Mstep: Class 37 contains 819 members 
Mstep: Class 38 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113360.000000 Penalty: 79030.187500
Iteration 53Q: 39 clusters Score -4.011336e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2617 members 
Mstep: Class 3 contains 4495 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45097 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 20916 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 9 contains 20336 members 
Mstep: Class 10 contains 5025 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 4994 members 
Mstep: Class 13 contains 26650 members 
Mstep: Class 14 contains 91809 members 
Mstep: Class 15 contains 1797 members 
Mstep: Class 16 contains 6722 members 
Mstep: Class 17 contains 2179 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 5340 members 
Mstep: Class 20 contains 20892 members 
Mstep: Class 21 contains 851 members 
Mstep: Class 22 contains 2121 members 
Mstep: Class 23 contains 6988 members 
Mstep: Class 24 contains 10638 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2058 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8151 members 
Mstep: Class 30 contains 15937 members 
Mstep: Class 31 contains 1806 members 
Mstep: Class 32 contains 4805 members 
Mstep: Class 33 contains 1886 members 
Mstep: Class 34 contains 1519 members 
Mstep: Class 35 contains 3716 members 
Mstep: Class 36 contains 4620 members 
Mstep: Class 37 contains 819 members 
Mstep: Class 38 contains 14813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113396.000000 Penalty: 79030.187500
Iteration 54Q: 39 clusters Score -4.01134e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 4503 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45089 members 
Mstep: Class 6 contains 3413 members 
Mstep: Class 7 contains 20915 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 20316 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 4970 members 
Mstep: Class 13 contains 26718 members 
Mstep: Class 14 contains 91756 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 6718 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 5372 members 
Mstep: Class 20 contains 20924 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 2135 members 
Mstep: Class 23 contains 6962 members 
Mstep: Class 24 contains 10617 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2053 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8087 members 
Mstep: Class 30 contains 15931 members 
Mstep: Class 31 contains 1805 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 1890 members 
Mstep: Class 34 contains 1523 members 
Mstep: Class 35 contains 3728 members 
Mstep: Class 36 contains 4621 members 
Mstep: Class 37 contains 819 members 
Mstep: Class 38 contains 14855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113456.000000 Penalty: 79030.187500
Iteration 55Q: 39 clusters Score -4.011346e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 4510 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45088 members 
Mstep: Class 6 contains 3421 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 4350 members 
Mstep: Class 9 contains 20308 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 4957 members 
Mstep: Class 13 contains 26779 members 
Mstep: Class 14 contains 91720 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 6719 members 
Mstep: Class 17 contains 2176 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5384 members 
Mstep: Class 20 contains 20939 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 2145 members 
Mstep: Class 23 contains 6947 members 
Mstep: Class 24 contains 10595 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 8014 members 
Mstep: Class 30 contains 15933 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4805 members 
Mstep: Class 33 contains 1891 members 
Mstep: Class 34 contains 1529 members 
Mstep: Class 35 contains 3741 members 
Mstep: Class 36 contains 4626 members 
Mstep: Class 37 contains 819 members 
Mstep: Class 38 contains 14883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113496.000000 Penalty: 79030.187500
Iteration 56Q: 39 clusters Score -4.01135e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2614 members 
Mstep: Class 3 contains 4515 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45091 members 
Mstep: Class 6 contains 3428 members 
Mstep: Class 7 contains 20913 members 
Mstep: Class 8 contains 4355 members 
Mstep: Class 9 contains 20300 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 4932 members 
Mstep: Class 13 contains 26824 members 
Mstep: Class 14 contains 91694 members 
Mstep: Class 15 contains 1802 members 
Mstep: Class 16 contains 6709 members 
Mstep: Class 17 contains 2175 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 5407 members 
Mstep: Class 20 contains 20950 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 6937 members 
Mstep: Class 24 contains 10572 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2048 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7956 members 
Mstep: Class 30 contains 15937 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4805 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1530 members 
Mstep: Class 35 contains 3758 members 
Mstep: Class 36 contains 4630 members 
Mstep: Class 37 contains 819 members 
Mstep: Class 38 contains 14911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113708.000000 Penalty: 79030.187500
Iteration 57Q: 39 clusters Score -4.011371e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 4520 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45095 members 
Mstep: Class 6 contains 3439 members 
Mstep: Class 7 contains 20911 members 
Mstep: Class 8 contains 4367 members 
Mstep: Class 9 contains 20296 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 4904 members 
Mstep: Class 13 contains 26868 members 
Mstep: Class 14 contains 91661 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 6701 members 
Mstep: Class 17 contains 2177 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 5435 members 
Mstep: Class 20 contains 20948 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 6926 members 
Mstep: Class 24 contains 10560 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2047 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7904 members 
Mstep: Class 30 contains 15937 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4807 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1530 members 
Mstep: Class 35 contains 3772 members 
Mstep: Class 36 contains 4632 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 14932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113672.000000 Penalty: 79030.187500
Iteration 58Q: 39 clusters Score -4.011367e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 4524 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45098 members 
Mstep: Class 6 contains 3445 members 
Mstep: Class 7 contains 20909 members 
Mstep: Class 8 contains 4383 members 
Mstep: Class 9 contains 20288 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 4879 members 
Mstep: Class 13 contains 26898 members 
Mstep: Class 14 contains 91627 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 6702 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 20960 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 6920 members 
Mstep: Class 24 contains 10549 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2046 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7853 members 
Mstep: Class 30 contains 15945 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1532 members 
Mstep: Class 35 contains 3777 members 
Mstep: Class 36 contains 4633 members 
Mstep: Class 37 contains 821 members 
Mstep: Class 38 contains 14949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113716.000000 Penalty: 79030.187500
Iteration 59Q: 39 clusters Score -4.011372e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 4528 members 
Mstep: Class 4 contains 601 members 
Mstep: Class 5 contains 45093 members 
Mstep: Class 6 contains 3452 members 
Mstep: Class 7 contains 20908 members 
Mstep: Class 8 contains 4403 members 
Mstep: Class 9 contains 20280 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 26935 members 
Mstep: Class 14 contains 91594 members 
Mstep: Class 15 contains 1803 members 
Mstep: Class 16 contains 6696 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5474 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 852 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 6914 members 
Mstep: Class 24 contains 10544 members 
Mstep: Class 25 contains 732 members 
Mstep: Class 26 contains 2043 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7804 members 
Mstep: Class 30 contains 15945 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 3794 members 
Mstep: Class 36 contains 4639 members 
Mstep: Class 37 contains 821 members 
Mstep: Class 38 contains 14964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113824.000000 Penalty: 79030.187500
Iteration 60F: 39 clusters Score -4.011382e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 45090 members 
Mstep: Class 6 contains 3460 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 4416 members 
Mstep: Class 9 contains 20276 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 4864 members 
Mstep: Class 13 contains 26958 members 
Mstep: Class 14 contains 91566 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 6691 members 
Mstep: Class 17 contains 2178 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5454 members 
Mstep: Class 20 contains 20971 members 
Mstep: Class 21 contains 853 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 6904 members 
Mstep: Class 24 contains 10540 members 
Mstep: Class 25 contains 738 members 
Mstep: Class 26 contains 2040 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7756 members 
Mstep: Class 30 contains 15952 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4808 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 3804 members 
Mstep: Class 36 contains 4636 members 
Mstep: Class 37 contains 821 members 
Mstep: Class 38 contains 14980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40113944.000000 Penalty: 79030.187500
Iteration 61Q: 39 clusters Score -4.011394e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45084 members 
Mstep: Class 6 contains 3465 members 
Mstep: Class 7 contains 20903 members 
Mstep: Class 8 contains 4426 members 
Mstep: Class 9 contains 20271 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 4855 members 
Mstep: Class 13 contains 26992 members 
Mstep: Class 14 contains 91537 members 
Mstep: Class 15 contains 1804 members 
Mstep: Class 16 contains 6681 members 
Mstep: Class 17 contains 2181 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5445 members 
Mstep: Class 20 contains 20969 members 
Mstep: Class 21 contains 854 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 6894 members 
Mstep: Class 24 contains 10532 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2037 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7720 members 
Mstep: Class 30 contains 15961 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4807 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1537 members 
Mstep: Class 35 contains 3815 members 
Mstep: Class 36 contains 4635 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 14987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114112.000000 Penalty: 79030.187500
Iteration 62Q: 39 clusters Score -4.011411e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 4547 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45084 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 20902 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 20267 members 
Mstep: Class 10 contains 5018 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 4837 members 
Mstep: Class 13 contains 27005 members 
Mstep: Class 14 contains 91530 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 2183 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 20973 members 
Mstep: Class 21 contains 854 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 6877 members 
Mstep: Class 24 contains 10522 members 
Mstep: Class 25 contains 751 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7686 members 
Mstep: Class 30 contains 15973 members 
Mstep: Class 31 contains 1803 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1538 members 
Mstep: Class 35 contains 3828 members 
Mstep: Class 36 contains 4643 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 14998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114100.000000 Penalty: 79030.187500
Iteration 63Q: 39 clusters Score -4.01141e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45083 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 20899 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 20257 members 
Mstep: Class 10 contains 5019 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 4827 members 
Mstep: Class 13 contains 27022 members 
Mstep: Class 14 contains 91519 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 6651 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5463 members 
Mstep: Class 20 contains 20968 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 6865 members 
Mstep: Class 24 contains 10514 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2038 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7672 members 
Mstep: Class 30 contains 15979 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4806 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1539 members 
Mstep: Class 35 contains 3847 members 
Mstep: Class 36 contains 4651 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114184.000000 Penalty: 79030.187500
Iteration 64Q: 39 clusters Score -4.011418e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2612 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45081 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 20898 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 20251 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 27038 members 
Mstep: Class 14 contains 91505 members 
Mstep: Class 15 contains 1805 members 
Mstep: Class 16 contains 6634 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5473 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 855 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 6852 members 
Mstep: Class 24 contains 10508 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2034 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7656 members 
Mstep: Class 30 contains 15981 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4807 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1542 members 
Mstep: Class 35 contains 3869 members 
Mstep: Class 36 contains 4664 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114232.000000 Penalty: 79030.187500
Iteration 65Q: 39 clusters Score -4.011423e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 4545 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45081 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 20898 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 20253 members 
Mstep: Class 10 contains 5021 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 4793 members 
Mstep: Class 13 contains 27062 members 
Mstep: Class 14 contains 91474 members 
Mstep: Class 15 contains 1808 members 
Mstep: Class 16 contains 6617 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5481 members 
Mstep: Class 20 contains 20970 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 6842 members 
Mstep: Class 24 contains 10505 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7636 members 
Mstep: Class 30 contains 15977 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4808 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3889 members 
Mstep: Class 36 contains 4677 members 
Mstep: Class 37 contains 821 members 
Mstep: Class 38 contains 15016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114256.000000 Penalty: 79030.187500
Iteration 66Q: 39 clusters Score -4.011426e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2615 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45080 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20896 members 
Mstep: Class 8 contains 4446 members 
Mstep: Class 9 contains 20254 members 
Mstep: Class 10 contains 5020 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 4781 members 
Mstep: Class 13 contains 27089 members 
Mstep: Class 14 contains 91445 members 
Mstep: Class 15 contains 1809 members 
Mstep: Class 16 contains 6596 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5487 members 
Mstep: Class 20 contains 20981 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 6833 members 
Mstep: Class 24 contains 10503 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7614 members 
Mstep: Class 30 contains 15980 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3905 members 
Mstep: Class 36 contains 4685 members 
Mstep: Class 37 contains 821 members 
Mstep: Class 38 contains 15020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114300.000000 Penalty: 79030.187500
Iteration 67Q: 39 clusters Score -4.01143e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45077 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 20890 members 
Mstep: Class 8 contains 4450 members 
Mstep: Class 9 contains 20258 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 4780 members 
Mstep: Class 13 contains 27110 members 
Mstep: Class 14 contains 91425 members 
Mstep: Class 15 contains 1810 members 
Mstep: Class 16 contains 6577 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5501 members 
Mstep: Class 20 contains 20979 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 6827 members 
Mstep: Class 24 contains 10500 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7593 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1546 members 
Mstep: Class 35 contains 3922 members 
Mstep: Class 36 contains 4688 members 
Mstep: Class 37 contains 821 members 
Mstep: Class 38 contains 15025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114304.000000 Penalty: 79030.187500
Iteration 68Q: 39 clusters Score -4.01143e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2613 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45077 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 20889 members 
Mstep: Class 8 contains 4458 members 
Mstep: Class 9 contains 20257 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 4776 members 
Mstep: Class 13 contains 27125 members 
Mstep: Class 14 contains 91407 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6555 members 
Mstep: Class 17 contains 2185 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5515 members 
Mstep: Class 20 contains 20976 members 
Mstep: Class 21 contains 856 members 
Mstep: Class 22 contains 2215 members 
Mstep: Class 23 contains 6822 members 
Mstep: Class 24 contains 10499 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7570 members 
Mstep: Class 30 contains 15983 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1893 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3938 members 
Mstep: Class 36 contains 4693 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114416.000000 Penalty: 79030.187500
Iteration 69Q: 39 clusters Score -4.011442e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2611 members 
Mstep: Class 3 contains 4538 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45078 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 20886 members 
Mstep: Class 8 contains 4462 members 
Mstep: Class 9 contains 20258 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 4770 members 
Mstep: Class 13 contains 27144 members 
Mstep: Class 14 contains 91386 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6538 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5524 members 
Mstep: Class 20 contains 20973 members 
Mstep: Class 21 contains 857 members 
Mstep: Class 22 contains 2221 members 
Mstep: Class 23 contains 6819 members 
Mstep: Class 24 contains 10497 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7551 members 
Mstep: Class 30 contains 15983 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 1894 members 
Mstep: Class 34 contains 1546 members 
Mstep: Class 35 contains 3950 members 
Mstep: Class 36 contains 4699 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114368.000000 Penalty: 79030.187500
Iteration 70Q: 39 clusters Score -4.011437e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4539 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45078 members 
Mstep: Class 6 contains 3486 members 
Mstep: Class 7 contains 20886 members 
Mstep: Class 8 contains 4465 members 
Mstep: Class 9 contains 20258 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 4760 members 
Mstep: Class 13 contains 27167 members 
Mstep: Class 14 contains 91374 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6532 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5537 members 
Mstep: Class 20 contains 20966 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 6817 members 
Mstep: Class 24 contains 10494 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2033 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7529 members 
Mstep: Class 30 contains 15980 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 1894 members 
Mstep: Class 34 contains 1546 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 4701 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114352.000000 Penalty: 79030.187500
Iteration 71Q: 39 clusters Score -4.011435e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45076 members 
Mstep: Class 6 contains 3488 members 
Mstep: Class 7 contains 20886 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 20260 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 4750 members 
Mstep: Class 13 contains 27171 members 
Mstep: Class 14 contains 91363 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6522 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 20959 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 6815 members 
Mstep: Class 24 contains 10494 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7517 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4825 members 
Mstep: Class 33 contains 1894 members 
Mstep: Class 34 contains 1547 members 
Mstep: Class 35 contains 3963 members 
Mstep: Class 36 contains 4703 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114396.000000 Penalty: 79030.187500
Iteration 72Q: 39 clusters Score -4.01144e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4536 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45074 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20885 members 
Mstep: Class 8 contains 4470 members 
Mstep: Class 9 contains 20259 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 4739 members 
Mstep: Class 13 contains 27181 members 
Mstep: Class 14 contains 91355 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6513 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5578 members 
Mstep: Class 20 contains 20953 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 6812 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7507 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 1894 members 
Mstep: Class 34 contains 1547 members 
Mstep: Class 35 contains 3972 members 
Mstep: Class 36 contains 4702 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114408.000000 Penalty: 79030.187500
Iteration 73Q: 39 clusters Score -4.011441e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45072 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20885 members 
Mstep: Class 8 contains 4472 members 
Mstep: Class 9 contains 20255 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 4733 members 
Mstep: Class 13 contains 27187 members 
Mstep: Class 14 contains 91346 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6506 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 20951 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 6810 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7494 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1548 members 
Mstep: Class 35 contains 3984 members 
Mstep: Class 36 contains 4702 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114444.000000 Penalty: 79030.187500
Iteration 74Q: 39 clusters Score -4.011444e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4537 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45075 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20885 members 
Mstep: Class 8 contains 4471 members 
Mstep: Class 9 contains 20254 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 4725 members 
Mstep: Class 13 contains 27200 members 
Mstep: Class 14 contains 91337 members 
Mstep: Class 15 contains 1811 members 
Mstep: Class 16 contains 6499 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5612 members 
Mstep: Class 20 contains 20951 members 
Mstep: Class 21 contains 859 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 6809 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7479 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1548 members 
Mstep: Class 35 contains 3988 members 
Mstep: Class 36 contains 4705 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114444.000000 Penalty: 79030.187500
Iteration 75Q: 39 clusters Score -4.011444e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4540 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45076 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20885 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 20256 members 
Mstep: Class 10 contains 5023 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 4717 members 
Mstep: Class 13 contains 27212 members 
Mstep: Class 14 contains 91337 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6488 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5621 members 
Mstep: Class 20 contains 20944 members 
Mstep: Class 21 contains 860 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 6809 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7466 members 
Mstep: Class 30 contains 15985 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4828 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1548 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 4702 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114476.000000 Penalty: 79030.187500
Iteration 76Q: 39 clusters Score -4.011448e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45076 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20885 members 
Mstep: Class 8 contains 4473 members 
Mstep: Class 9 contains 20260 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4713 members 
Mstep: Class 13 contains 27225 members 
Mstep: Class 14 contains 91333 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6479 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5625 members 
Mstep: Class 20 contains 20943 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 7451 members 
Mstep: Class 30 contains 15984 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4830 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1548 members 
Mstep: Class 35 contains 3995 members 
Mstep: Class 36 contains 4701 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114480.000000 Penalty: 79030.187500
Iteration 77Q: 39 clusters Score -4.011448e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 4542 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45078 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20884 members 
Mstep: Class 8 contains 4476 members 
Mstep: Class 9 contains 20262 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4706 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6471 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5633 members 
Mstep: Class 20 contains 20942 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 10494 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7440 members 
Mstep: Class 30 contains 15984 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4002 members 
Mstep: Class 36 contains 4703 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40114480.000000 Penalty: 79030.187500
Iteration 78Q: 39 clusters Score -4.011448e+07 nChanged 49
Entering ConstructFrom: 
Score: -40114480.000000 Penalty: 79030.187500
Entering ConstructFrom: 
Trying to split cluster 1 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -307868.375000 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -307868.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -305302.375000 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -305302.4 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -305884.218750 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -305884.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -306008.812500 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -306008.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -306083.718750 Penalty: 2572.013184
	Iteration 3Q: 3 clusters Score -306083.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -306144.500000 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -306144.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -306201.968750 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -306202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -306241.875000 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -306241.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -306280.968750 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -306281 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -306317.875000 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -306317.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -306357.343750 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -306357.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -306399.156250 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -306399.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -306420.531250 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -306420.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -306432.625000 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -306432.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -306442.625000 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -306442.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -306453.750000 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -306453.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -306463.343750 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -306463.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -306470.562500 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -306470.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -306478.218750 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -306478.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -306483.187500 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -306483.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -306488.187500 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -306488.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -306494.187500 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -306494.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -306501.062500 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -306501.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -306506.750000 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -306506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -306512.375000 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -306512.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -306519.406250 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -306519.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -306526.281250 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -306526.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -306535.312500 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -306535.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -306544.125000 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -306544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -306551.906250 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -306551.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -306558.437500 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -306558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -306561.812500 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -306561.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -306563.781250 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -306563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306566.406250 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -306566.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -306567.375000 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -306567.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306567.156250 Penalty: 2572.013184
	Iteration 34Q: 3 clusters Score -306567.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -306567.156250 Penalty: 2572.013184
	Iteration 35F: 3 clusters Score -306567.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Entering Unmasked Estep 
Score: -294989.468750 Penalty: 1278.155396
	Iteration 0F: 2 clusters Score -294989.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -292561.437500 Penalty: 2556.310791
	Iteration 0F: 3 clusters Score -292561.4 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -293097.437500 Penalty: 2556.310791
	Iteration 1F: 3 clusters Score -293097.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -293222.656250 Penalty: 2556.310791
	Iteration 2F: 3 clusters Score -293222.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -293285.562500 Penalty: 2556.310791
	Iteration 3Q: 3 clusters Score -293285.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293341.343750 Penalty: 2556.310791
	Iteration 4Q: 3 clusters Score -293341.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -293388.250000 Penalty: 2556.310791
	Iteration 5Q: 3 clusters Score -293388.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -293426.781250 Penalty: 2556.310791
	Iteration 6Q: 3 clusters Score -293426.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -293449.000000 Penalty: 2556.310791
	Iteration 7Q: 3 clusters Score -293449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -293469.062500 Penalty: 2556.310791
	Iteration 8Q: 3 clusters Score -293469.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -293488.406250 Penalty: 2556.310791
	Iteration 9Q: 3 clusters Score -293488.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -293507.625000 Penalty: 2556.310791
	Iteration 10Q: 3 clusters Score -293507.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -293527.093750 Penalty: 2556.310791
	Iteration 11Q: 3 clusters Score -293527.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -293541.625000 Penalty: 2556.310791
	Iteration 12Q: 3 clusters Score -293541.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -293556.781250 Penalty: 2556.310791
	Iteration 13Q: 3 clusters Score -293556.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -293576.750000 Penalty: 2556.310791
	Iteration 14Q: 3 clusters Score -293576.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -293595.218750 Penalty: 2556.310791
	Iteration 15Q: 3 clusters Score -293595.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -293610.656250 Penalty: 2556.310791
	Iteration 16Q: 3 clusters Score -293610.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -293625.312500 Penalty: 2556.310791
	Iteration 17Q: 3 clusters Score -293625.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -293647.156250 Penalty: 2556.310791
	Iteration 18Q: 3 clusters Score -293647.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -293667.656250 Penalty: 2556.310791
	Iteration 19Q: 3 clusters Score -293667.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -293694.281250 Penalty: 2556.310791
	Iteration 20F: 3 clusters Score -293694.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -293725.093750 Penalty: 2556.310791
	Iteration 21Q: 3 clusters Score -293725.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -293752.031250 Penalty: 2556.310791
	Iteration 22Q: 3 clusters Score -293752 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -293778.093750 Penalty: 2556.310791
	Iteration 23Q: 3 clusters Score -293778.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -293800.562500 Penalty: 2556.310791
	Iteration 24Q: 3 clusters Score -293800.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -293824.906250 Penalty: 2556.310791
	Iteration 25Q: 3 clusters Score -293824.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -293840.781250 Penalty: 2556.310791
	Iteration 26Q: 3 clusters Score -293840.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -293852.250000 Penalty: 2556.310791
	Iteration 27Q: 3 clusters Score -293852.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -293867.437500 Penalty: 2556.310791
	Iteration 28Q: 3 clusters Score -293867.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -293883.218750 Penalty: 2556.310791
	Iteration 29Q: 3 clusters Score -293883.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -293892.375000 Penalty: 2556.310791
	Iteration 30Q: 3 clusters Score -293892.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -293900.093750 Penalty: 2556.310791
	Iteration 31Q: 3 clusters Score -293900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -293903.812500 Penalty: 2556.310791
	Iteration 32Q: 3 clusters Score -293903.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -293904.812500 Penalty: 2556.310791
	Iteration 33Q: 3 clusters Score -293904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -293904.812500 Penalty: 2556.310791
	Iteration 34F: 3 clusters Score -293904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Entering Unmasked Estep 
Score: -514011.093750 Penalty: 1368.646851
	Iteration 0F: 2 clusters Score -514011.1 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 2296 members 
Entering Unmasked Estep 
Score: -510357.656250 Penalty: 2737.293701
	Iteration 0F: 3 clusters Score -510357.7 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -511334.812500 Penalty: 2737.293701
	Iteration 1F: 3 clusters Score -511334.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -511550.093750 Penalty: 2737.293701
	Iteration 2F: 3 clusters Score -511550.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -511681.781250 Penalty: 2737.293701
	Iteration 3F: 3 clusters Score -511681.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -511772.218750 Penalty: 2737.293701
	Iteration 4Q: 3 clusters Score -511772.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -511851.531250 Penalty: 2737.293701
	Iteration 5Q: 3 clusters Score -511851.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -511924.468750 Penalty: 2737.293701
	Iteration 6Q: 3 clusters Score -511924.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -512004.812500 Penalty: 2737.293701
	Iteration 7Q: 3 clusters Score -512004.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -512082.343750 Penalty: 2737.293701
	Iteration 8Q: 3 clusters Score -512082.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -512144.593750 Penalty: 2737.293701
	Iteration 9Q: 3 clusters Score -512144.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -512212.468750 Penalty: 2737.293701
	Iteration 10Q: 3 clusters Score -512212.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -512269.812500 Penalty: 2737.293701
	Iteration 11Q: 3 clusters Score -512269.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -512332.593750 Penalty: 2737.293701
	Iteration 12Q: 3 clusters Score -512332.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -512404.562500 Penalty: 2737.293701
	Iteration 13Q: 3 clusters Score -512404.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -512483.625000 Penalty: 2737.293701
	Iteration 14Q: 3 clusters Score -512483.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -512556.000000 Penalty: 2737.293701
	Iteration 15Q: 3 clusters Score -512556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -512620.562500 Penalty: 2737.293701
	Iteration 16Q: 3 clusters Score -512620.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -512692.000000 Penalty: 2737.293701
	Iteration 17Q: 3 clusters Score -512692 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -512761.093750 Penalty: 2737.293701
	Iteration 18Q: 3 clusters Score -512761.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -512849.281250 Penalty: 2737.293701
	Iteration 19Q: 3 clusters Score -512849.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -512938.406250 Penalty: 2737.293701
	Iteration 20F: 3 clusters Score -512938.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -513014.187500 Penalty: 2737.293701
	Iteration 21Q: 3 clusters Score -513014.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -513072.343750 Penalty: 2737.293701
	Iteration 22Q: 3 clusters Score -513072.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -513106.125000 Penalty: 2737.293701
	Iteration 23Q: 3 clusters Score -513106.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -513137.000000 Penalty: 2737.293701
	Iteration 24Q: 3 clusters Score -513137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -513173.562500 Penalty: 2737.293701
	Iteration 25Q: 3 clusters Score -513173.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -513191.437500 Penalty: 2737.293701
	Iteration 26Q: 3 clusters Score -513191.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -513202.281250 Penalty: 2737.293701
	Iteration 27Q: 3 clusters Score -513202.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -513210.937500 Penalty: 2737.293701
	Iteration 28Q: 3 clusters Score -513210.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -513216.062500 Penalty: 2737.293701
	Iteration 29Q: 3 clusters Score -513216.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -513217.843750 Penalty: 2737.293701
	Iteration 30Q: 3 clusters Score -513217.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -513218.531250 Penalty: 2737.293701
	Iteration 31Q: 3 clusters Score -513218.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -513220.531250 Penalty: 2737.293701
	Iteration 32Q: 3 clusters Score -513220.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -513221.812500 Penalty: 2737.293701
	Iteration 33Q: 3 clusters Score -513221.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -513221.937500 Penalty: 2737.293701
	Iteration 34Q: 3 clusters Score -513221.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -513222.281250 Penalty: 2737.293701
	Iteration 35Q: 3 clusters Score -513222.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -513222.781250 Penalty: 2737.293701
	Iteration 36Q: 3 clusters Score -513222.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -513222.781250 Penalty: 2737.293701
	Iteration 37F: 3 clusters Score -513222.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Entering Unmasked Estep 
Score: -40070.445312 Penalty: 1040.580811
	Iteration 0F: 2 clusters Score -40070.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -39090.007812 Penalty: 2081.161621
	Iteration 0F: 3 clusters Score -39090.01 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -39570.582031 Penalty: 2081.161621
	Iteration 1F: 3 clusters Score -39570.58 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -39776.929688 Penalty: 2081.161621
	Iteration 2F: 3 clusters Score -39776.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -39910.546875 Penalty: 2081.161621
	Iteration 3F: 3 clusters Score -39910.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -40010.714844 Penalty: 2081.161621
	Iteration 4Q: 3 clusters Score -40010.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -40024.914062 Penalty: 2081.161621
	Iteration 5Q: 3 clusters Score -40024.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40033.472656 Penalty: 2081.161621
	Iteration 6Q: 3 clusters Score -40033.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -40033.472656 Penalty: 2081.161621
	Iteration 7F: 3 clusters Score -40033.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Entering Unmasked Estep 
Score: -5256101.500000 Penalty: 1741.377930
	Iteration 0F: 2 clusters Score -5256102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -5226057.500000 Penalty: 3482.755859
	Iteration 0F: 3 clusters Score -5226058 nChanged 20953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -5237789.000000 Penalty: 3482.755859
	Iteration 1F: 3 clusters Score -5237789 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -5238284.500000 Penalty: 3482.755859
	Iteration 2Q: 3 clusters Score -5238284 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -5238876.000000 Penalty: 3482.755859
	Iteration 3Q: 3 clusters Score -5238876 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -5239537.500000 Penalty: 3482.755859
	Iteration 4Q: 3 clusters Score -5239538 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -5240455.000000 Penalty: 3482.755859
	Iteration 5Q: 3 clusters Score -5240455 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5241694.500000 Penalty: 3482.755859
	Iteration 6F: 3 clusters Score -5241694 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -5243237.500000 Penalty: 3482.755859
	Iteration 7F: 3 clusters Score -5243238 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5245049.000000 Penalty: 3482.755859
	Iteration 8F: 3 clusters Score -5245049 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -5246762.000000 Penalty: 3482.755859
	Iteration 9F: 3 clusters Score -5246762 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -5248335.500000 Penalty: 3482.755859
	Iteration 10F: 3 clusters Score -5248336 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5249769.500000 Penalty: 3482.755859
	Iteration 11Q: 3 clusters Score -5249770 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -5250987.000000 Penalty: 3482.755859
	Iteration 12Q: 3 clusters Score -5250987 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5252004.000000 Penalty: 3482.755859
	Iteration 13Q: 3 clusters Score -5252004 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5252751.000000 Penalty: 3482.755859
	Iteration 14Q: 3 clusters Score -5252751 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -5253333.500000 Penalty: 3482.755859
	Iteration 15Q: 3 clusters Score -5253334 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -5253732.000000 Penalty: 3482.755859
	Iteration 16Q: 3 clusters Score -5253732 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5254026.000000 Penalty: 3482.755859
	Iteration 17Q: 3 clusters Score -5254026 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5254222.000000 Penalty: 3482.755859
	Iteration 18Q: 3 clusters Score -5254222 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5254371.000000 Penalty: 3482.755859
	Iteration 19Q: 3 clusters Score -5254371 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5254482.500000 Penalty: 3482.755859
	Iteration 20F: 3 clusters Score -5254482 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5254533.000000 Penalty: 3482.755859
	Iteration 21Q: 3 clusters Score -5254533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5254552.500000 Penalty: 3482.755859
	Iteration 22Q: 3 clusters Score -5254552 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5254571.500000 Penalty: 3482.755859
	Iteration 23Q: 3 clusters Score -5254572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5254575.000000 Penalty: 3482.755859
	Iteration 24Q: 3 clusters Score -5254575 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -5254588.500000 Penalty: 3482.755859
	Iteration 25Q: 3 clusters Score -5254588 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5254603.500000 Penalty: 3482.755859
	Iteration 26Q: 3 clusters Score -5254604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5254613.000000 Penalty: 3482.755859
	Iteration 27Q: 3 clusters Score -5254613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5254612.500000 Penalty: 3482.755859
	Iteration 28Q: 3 clusters Score -5254612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5254628.000000 Penalty: 3482.755859
	Iteration 29Q: 3 clusters Score -5254628 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -5254640.000000 Penalty: 3482.755859
	Iteration 30Q: 3 clusters Score -5254640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5254655.500000 Penalty: 3482.755859
	Iteration 31Q: 3 clusters Score -5254656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5254652.000000 Penalty: 3482.755859
	Iteration 32Q: 3 clusters Score -5254652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -5254652.500000 Penalty: 3482.755859
	Iteration 33Q: 3 clusters Score -5254652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5254653.500000 Penalty: 3482.755859
	Iteration 34Q: 3 clusters Score -5254654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5254660.000000 Penalty: 3482.755859
	Iteration 35Q: 3 clusters Score -5254660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5254666.000000 Penalty: 3482.755859
	Iteration 36Q: 3 clusters Score -5254666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5254666.500000 Penalty: 3482.755859
	Iteration 37Q: 3 clusters Score -5254666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44408 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -5254667.500000 Penalty: 3482.755859
	Iteration 38Q: 3 clusters Score -5254668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5254665.500000 Penalty: 3482.755859
	Iteration 39Q: 3 clusters Score -5254666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5254677.500000 Penalty: 3482.755859
	Iteration 40F: 3 clusters Score -5254678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5254683.500000 Penalty: 3482.755859
	Iteration 41Q: 3 clusters Score -5254684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5254687.500000 Penalty: 3482.755859
	Iteration 42Q: 3 clusters Score -5254688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5254687.000000 Penalty: 3482.755859
	Iteration 43Q: 3 clusters Score -5254687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5254691.000000 Penalty: 3482.755859
	Iteration 44Q: 3 clusters Score -5254691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5254698.000000 Penalty: 3482.755859
	Iteration 45Q: 3 clusters Score -5254698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5254697.500000 Penalty: 3482.755859
	Iteration 46Q: 3 clusters Score -5254698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5254697.500000 Penalty: 3482.755859
	Iteration 47Q: 3 clusters Score -5254698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5254697.500000 Penalty: 3482.755859
	Iteration 48F: 3 clusters Score -5254698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Entering Unmasked Estep 
Score: -396374.406250 Penalty: 1325.572754
	Iteration 0F: 2 clusters Score -396374.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -393351.812500 Penalty: 2651.145508
	Iteration 0F: 3 clusters Score -393351.8 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -394116.468750 Penalty: 2651.145508
	Iteration 1F: 3 clusters Score -394116.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -394316.843750 Penalty: 2651.145508
	Iteration 2F: 3 clusters Score -394316.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -394453.406250 Penalty: 2651.145508
	Iteration 3F: 3 clusters Score -394453.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -394565.687500 Penalty: 2651.145508
	Iteration 4Q: 3 clusters Score -394565.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -394676.718750 Penalty: 2651.145508
	Iteration 5Q: 3 clusters Score -394676.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -394793.687500 Penalty: 2651.145508
	Iteration 6Q: 3 clusters Score -394793.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -394904.000000 Penalty: 2651.145508
	Iteration 7Q: 3 clusters Score -394904 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -395008.687500 Penalty: 2651.145508
	Iteration 8Q: 3 clusters Score -395008.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -395090.812500 Penalty: 2651.145508
	Iteration 9Q: 3 clusters Score -395090.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -395159.750000 Penalty: 2651.145508
	Iteration 10Q: 3 clusters Score -395159.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -395207.406250 Penalty: 2651.145508
	Iteration 11Q: 3 clusters Score -395207.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -395237.000000 Penalty: 2651.145508
	Iteration 12Q: 3 clusters Score -395237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -395257.500000 Penalty: 2651.145508
	Iteration 13Q: 3 clusters Score -395257.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -395276.406250 Penalty: 2651.145508
	Iteration 14Q: 3 clusters Score -395276.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -395286.812500 Penalty: 2651.145508
	Iteration 15Q: 3 clusters Score -395286.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -395295.500000 Penalty: 2651.145508
	Iteration 16Q: 3 clusters Score -395295.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -395304.406250 Penalty: 2651.145508
	Iteration 17Q: 3 clusters Score -395304.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -395310.218750 Penalty: 2651.145508
	Iteration 18Q: 3 clusters Score -395310.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -395317.718750 Penalty: 2651.145508
	Iteration 19Q: 3 clusters Score -395317.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -395320.875000 Penalty: 2651.145508
	Iteration 20F: 3 clusters Score -395320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -395322.750000 Penalty: 2651.145508
	Iteration 21Q: 3 clusters Score -395322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -395325.218750 Penalty: 2651.145508
	Iteration 22Q: 3 clusters Score -395325.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -395325.000000 Penalty: 2651.145508
	Iteration 23Q: 3 clusters Score -395325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -395325.000000 Penalty: 2651.145508
	Iteration 24F: 3 clusters Score -395325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Entering Unmasked Estep 
Score: -2407465.500000 Penalty: 1616.337158
	Iteration 0F: 2 clusters Score -2407466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2393228.500000 Penalty: 3232.674316
	Iteration 0F: 3 clusters Score -2393228 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2398401.250000 Penalty: 3232.674316
	Iteration 1F: 3 clusters Score -2398401 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2398758.250000 Penalty: 3232.674316
	Iteration 2F: 3 clusters Score -2398758 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2399052.750000 Penalty: 3232.674316
	Iteration 3Q: 3 clusters Score -2399053 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2399334.500000 Penalty: 3232.674316
	Iteration 4Q: 3 clusters Score -2399334 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2399601.750000 Penalty: 3232.674316
	Iteration 5Q: 3 clusters Score -2399602 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -2399872.750000 Penalty: 3232.674316
	Iteration 6Q: 3 clusters Score -2399873 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -2400151.000000 Penalty: 3232.674316
	Iteration 7Q: 3 clusters Score -2400151 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2400431.000000 Penalty: 3232.674316
	Iteration 8Q: 3 clusters Score -2400431 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2400758.000000 Penalty: 3232.674316
	Iteration 9Q: 3 clusters Score -2400758 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2401059.500000 Penalty: 3232.674316
	Iteration 10Q: 3 clusters Score -2401060 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2401374.750000 Penalty: 3232.674316
	Iteration 11Q: 3 clusters Score -2401375 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2401699.750000 Penalty: 3232.674316
	Iteration 12Q: 3 clusters Score -2401700 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -2402023.750000 Penalty: 3232.674316
	Iteration 13Q: 3 clusters Score -2402024 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2402363.500000 Penalty: 3232.674316
	Iteration 14Q: 3 clusters Score -2402364 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2402705.000000 Penalty: 3232.674316
	Iteration 15Q: 3 clusters Score -2402705 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2403054.500000 Penalty: 3232.674316
	Iteration 16Q: 3 clusters Score -2403054 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2403424.000000 Penalty: 3232.674316
	Iteration 17Q: 3 clusters Score -2403424 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2403728.750000 Penalty: 3232.674316
	Iteration 18Q: 3 clusters Score -2403729 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2403987.500000 Penalty: 3232.674316
	Iteration 19Q: 3 clusters Score -2403988 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2404217.750000 Penalty: 3232.674316
	Iteration 20F: 3 clusters Score -2404218 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -2404396.500000 Penalty: 3232.674316
	Iteration 21Q: 3 clusters Score -2404396 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -2404554.250000 Penalty: 3232.674316
	Iteration 22Q: 3 clusters Score -2404554 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2404676.000000 Penalty: 3232.674316
	Iteration 23Q: 3 clusters Score -2404676 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2404761.250000 Penalty: 3232.674316
	Iteration 24Q: 3 clusters Score -2404761 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2404842.500000 Penalty: 3232.674316
	Iteration 25Q: 3 clusters Score -2404842 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2404927.000000 Penalty: 3232.674316
	Iteration 26Q: 3 clusters Score -2404927 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2405005.250000 Penalty: 3232.674316
	Iteration 27Q: 3 clusters Score -2405005 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2405071.750000 Penalty: 3232.674316
	Iteration 28Q: 3 clusters Score -2405072 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2405135.500000 Penalty: 3232.674316
	Iteration 29Q: 3 clusters Score -2405136 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -2405184.250000 Penalty: 3232.674316
	Iteration 30Q: 3 clusters Score -2405184 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -2405237.500000 Penalty: 3232.674316
	Iteration 31Q: 3 clusters Score -2405238 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2405277.500000 Penalty: 3232.674316
	Iteration 32Q: 3 clusters Score -2405278 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2405315.500000 Penalty: 3232.674316
	Iteration 33Q: 3 clusters Score -2405316 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2405342.000000 Penalty: 3232.674316
	Iteration 34Q: 3 clusters Score -2405342 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2405364.500000 Penalty: 3232.674316
	Iteration 35Q: 3 clusters Score -2405364 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2405381.500000 Penalty: 3232.674316
	Iteration 36Q: 3 clusters Score -2405382 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2405401.750000 Penalty: 3232.674316
	Iteration 37Q: 3 clusters Score -2405402 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2405417.750000 Penalty: 3232.674316
	Iteration 38Q: 3 clusters Score -2405418 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -2405446.000000 Penalty: 3232.674316
	Iteration 39Q: 3 clusters Score -2405446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -2405455.500000 Penalty: 3232.674316
	Iteration 40F: 3 clusters Score -2405456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2405462.250000 Penalty: 3232.674316
	Iteration 41Q: 3 clusters Score -2405462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -2405492.750000 Penalty: 3232.674316
	Iteration 42Q: 3 clusters Score -2405493 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -2405522.000000 Penalty: 3232.674316
	Iteration 43Q: 3 clusters Score -2405522 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2405536.500000 Penalty: 3232.674316
	Iteration 44Q: 3 clusters Score -2405536 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2405563.000000 Penalty: 3232.674316
	Iteration 45Q: 3 clusters Score -2405563 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2405584.750000 Penalty: 3232.674316
	Iteration 46Q: 3 clusters Score -2405585 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2405603.500000 Penalty: 3232.674316
	Iteration 47Q: 3 clusters Score -2405604 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2405625.000000 Penalty: 3232.674316
	Iteration 48Q: 3 clusters Score -2405625 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2405632.000000 Penalty: 3232.674316
	Iteration 49Q: 3 clusters Score -2405632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -2405649.750000 Penalty: 3232.674316
	Iteration 50Q: 3 clusters Score -2405650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2405668.250000 Penalty: 3232.674316
	Iteration 51Q: 3 clusters Score -2405668 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2405680.000000 Penalty: 3232.674316
	Iteration 52Q: 3 clusters Score -2405680 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2405703.500000 Penalty: 3232.674316
	Iteration 53Q: 3 clusters Score -2405704 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -2405707.750000 Penalty: 3232.674316
	Iteration 54Q: 3 clusters Score -2405708 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2405738.500000 Penalty: 3232.674316
	Iteration 55Q: 3 clusters Score -2405738 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2405761.250000 Penalty: 3232.674316
	Iteration 56Q: 3 clusters Score -2405761 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -2405779.000000 Penalty: 3232.674316
	Iteration 57Q: 3 clusters Score -2405779 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2405801.750000 Penalty: 3232.674316
	Iteration 58Q: 3 clusters Score -2405802 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2405845.500000 Penalty: 3232.674316
	Iteration 59Q: 3 clusters Score -2405846 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2405869.750000 Penalty: 3232.674316
	Iteration 60F: 3 clusters Score -2405870 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2405891.250000 Penalty: 3232.674316
	Iteration 61Q: 3 clusters Score -2405891 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2405925.250000 Penalty: 3232.674316
	Iteration 62Q: 3 clusters Score -2405925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2405942.750000 Penalty: 3232.674316
	Iteration 63Q: 3 clusters Score -2405943 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2405973.250000 Penalty: 3232.674316
	Iteration 64Q: 3 clusters Score -2405973 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2405990.750000 Penalty: 3232.674316
	Iteration 65Q: 3 clusters Score -2405991 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2406012.750000 Penalty: 3232.674316
	Iteration 66Q: 3 clusters Score -2406013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2406038.750000 Penalty: 3232.674316
	Iteration 67Q: 3 clusters Score -2406039 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2406066.250000 Penalty: 3232.674316
	Iteration 68Q: 3 clusters Score -2406066 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2406082.750000 Penalty: 3232.674316
	Iteration 69Q: 3 clusters Score -2406083 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -2406109.250000 Penalty: 3232.674316
	Iteration 70Q: 3 clusters Score -2406109 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -2406133.750000 Penalty: 3232.674316
	Iteration 71Q: 3 clusters Score -2406134 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -2406142.500000 Penalty: 3232.674316
	Iteration 72Q: 3 clusters Score -2406142 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2406163.000000 Penalty: 3232.674316
	Iteration 73Q: 3 clusters Score -2406163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2406175.750000 Penalty: 3232.674316
	Iteration 74Q: 3 clusters Score -2406176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2406190.000000 Penalty: 3232.674316
	Iteration 75Q: 3 clusters Score -2406190 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -2406203.250000 Penalty: 3232.674316
	Iteration 76Q: 3 clusters Score -2406203 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2406226.500000 Penalty: 3232.674316
	Iteration 77Q: 3 clusters Score -2406226 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2406243.000000 Penalty: 3232.674316
	Iteration 78Q: 3 clusters Score -2406243 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2406256.750000 Penalty: 3232.674316
	Iteration 79Q: 3 clusters Score -2406257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2406275.500000 Penalty: 3232.674316
	Iteration 80F: 3 clusters Score -2406276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2406292.750000 Penalty: 3232.674316
	Iteration 81Q: 3 clusters Score -2406293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2406317.750000 Penalty: 3232.674316
	Iteration 82Q: 3 clusters Score -2406318 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2406338.500000 Penalty: 3232.674316
	Iteration 83Q: 3 clusters Score -2406338 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2406351.000000 Penalty: 3232.674316
	Iteration 84Q: 3 clusters Score -2406351 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -2406360.000000 Penalty: 3232.674316
	Iteration 85Q: 3 clusters Score -2406360 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2406375.250000 Penalty: 3232.674316
	Iteration 86Q: 3 clusters Score -2406375 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2406384.000000 Penalty: 3232.674316
	Iteration 87Q: 3 clusters Score -2406384 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2406400.750000 Penalty: 3232.674316
	Iteration 88Q: 3 clusters Score -2406401 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2406419.250000 Penalty: 3232.674316
	Iteration 89Q: 3 clusters Score -2406419 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2406425.500000 Penalty: 3232.674316
	Iteration 90Q: 3 clusters Score -2406426 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2406442.750000 Penalty: 3232.674316
	Iteration 91Q: 3 clusters Score -2406443 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2406456.750000 Penalty: 3232.674316
	Iteration 92Q: 3 clusters Score -2406457 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2406470.750000 Penalty: 3232.674316
	Iteration 93Q: 3 clusters Score -2406471 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2406481.000000 Penalty: 3232.674316
	Iteration 94Q: 3 clusters Score -2406481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2406489.500000 Penalty: 3232.674316
	Iteration 95Q: 3 clusters Score -2406490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2406504.750000 Penalty: 3232.674316
	Iteration 96Q: 3 clusters Score -2406505 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2406516.750000 Penalty: 3232.674316
	Iteration 97Q: 3 clusters Score -2406517 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2406526.250000 Penalty: 3232.674316
	Iteration 98Q: 3 clusters Score -2406526 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2406535.500000 Penalty: 3232.674316
	Iteration 99Q: 3 clusters Score -2406536 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2406543.750000 Penalty: 3232.674316
	Iteration 100F: 3 clusters Score -2406544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -2406547.250000 Penalty: 3232.674316
	Iteration 101Q: 3 clusters Score -2406547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2406546.750000 Penalty: 3232.674316
	Iteration 102Q: 3 clusters Score -2406547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2406555.250000 Penalty: 3232.674316
	Iteration 103Q: 3 clusters Score -2406555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2406565.750000 Penalty: 3232.674316
	Iteration 104Q: 3 clusters Score -2406566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2406570.500000 Penalty: 3232.674316
	Iteration 105Q: 3 clusters Score -2406570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2406574.500000 Penalty: 3232.674316
	Iteration 106Q: 3 clusters Score -2406574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2406575.250000 Penalty: 3232.674316
	Iteration 107Q: 3 clusters Score -2406575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2406578.500000 Penalty: 3232.674316
	Iteration 108Q: 3 clusters Score -2406578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -2406582.750000 Penalty: 3232.674316
	Iteration 109Q: 3 clusters Score -2406583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -2406594.000000 Penalty: 3232.674316
	Iteration 110Q: 3 clusters Score -2406594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2406594.750000 Penalty: 3232.674316
	Iteration 111Q: 3 clusters Score -2406595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2406600.000000 Penalty: 3232.674316
	Iteration 112Q: 3 clusters Score -2406600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2406597.750000 Penalty: 3232.674316
	Iteration 113Q: 3 clusters Score -2406598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2406597.750000 Penalty: 3232.674316
	Iteration 114Q: 3 clusters Score -2406598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -2406598.750000 Penalty: 3232.674316
	Iteration 115Q: 3 clusters Score -2406599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2406599.500000 Penalty: 3232.674316
	Iteration 116Q: 3 clusters Score -2406600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2406598.750000 Penalty: 3232.674316
	Iteration 117Q: 3 clusters Score -2406599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2406598.000000 Penalty: 3232.674316
	Iteration 118Q: 3 clusters Score -2406598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2406600.750000 Penalty: 3232.674316
	Iteration 119Q: 3 clusters Score -2406601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -2406600.750000 Penalty: 3232.674316
	Iteration 120F: 3 clusters Score -2406601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2406603.000000 Penalty: 3232.674316
	Iteration 121Q: 3 clusters Score -2406603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2406601.750000 Penalty: 3232.674316
	Iteration 122Q: 3 clusters Score -2406602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2406601.250000 Penalty: 3232.674316
	Iteration 123Q: 3 clusters Score -2406601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2406601.250000 Penalty: 3232.674316
	Iteration 124F: 3 clusters Score -2406601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Entering Unmasked Estep 
Score: -508187.343750 Penalty: 1366.198975
	Iteration 0F: 2 clusters Score -508187.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -504490.343750 Penalty: 2732.397949
	Iteration 0F: 3 clusters Score -504490.3 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -505508.875000 Penalty: 2732.397949
	Iteration 1F: 3 clusters Score -505508.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -505739.968750 Penalty: 2732.397949
	Iteration 2F: 3 clusters Score -505740 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -506033.375000 Penalty: 2732.397949
	Iteration 3F: 3 clusters Score -506033.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -506454.562500 Penalty: 2732.397949
	Iteration 4F: 3 clusters Score -506454.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -507060.500000 Penalty: 2732.397949
	Iteration 5F: 3 clusters Score -507060.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -507589.687500 Penalty: 2732.397949
	Iteration 6F: 3 clusters Score -507589.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -507999.468750 Penalty: 2732.397949
	Iteration 7F: 3 clusters Score -507999.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -508284.906250 Penalty: 2732.397949
	Iteration 8Q: 3 clusters Score -508284.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -508408.875000 Penalty: 2732.397949
	Iteration 9Q: 3 clusters Score -508408.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -508475.875000 Penalty: 2732.397949
	Iteration 10Q: 3 clusters Score -508475.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -508522.906250 Penalty: 2732.397949
	Iteration 11Q: 3 clusters Score -508522.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -508554.750000 Penalty: 2732.397949
	Iteration 12Q: 3 clusters Score -508554.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -508572.437500 Penalty: 2732.397949
	Iteration 13Q: 3 clusters Score -508572.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -508589.875000 Penalty: 2732.397949
	Iteration 14Q: 3 clusters Score -508589.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -508607.968750 Penalty: 2732.397949
	Iteration 15Q: 3 clusters Score -508608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -508632.500000 Penalty: 2732.397949
	Iteration 16Q: 3 clusters Score -508632.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -508664.968750 Penalty: 2732.397949
	Iteration 17Q: 3 clusters Score -508665 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -508688.625000 Penalty: 2732.397949
	Iteration 18Q: 3 clusters Score -508688.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -508701.562500 Penalty: 2732.397949
	Iteration 19Q: 3 clusters Score -508701.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -508709.718750 Penalty: 2732.397949
	Iteration 20F: 3 clusters Score -508709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -508712.218750 Penalty: 2732.397949
	Iteration 21Q: 3 clusters Score -508712.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -508716.062500 Penalty: 2732.397949
	Iteration 22Q: 3 clusters Score -508716.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -508719.156250 Penalty: 2732.397949
	Iteration 23Q: 3 clusters Score -508719.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -508721.562500 Penalty: 2732.397949
	Iteration 24Q: 3 clusters Score -508721.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -508722.312500 Penalty: 2732.397949
	Iteration 25Q: 3 clusters Score -508722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -508723.843750 Penalty: 2732.397949
	Iteration 26Q: 3 clusters Score -508723.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -508726.343750 Penalty: 2732.397949
	Iteration 27Q: 3 clusters Score -508726.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -508727.656250 Penalty: 2732.397949
	Iteration 28Q: 3 clusters Score -508727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -508729.062500 Penalty: 2732.397949
	Iteration 29Q: 3 clusters Score -508729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -508730.312500 Penalty: 2732.397949
	Iteration 30Q: 3 clusters Score -508730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -508731.968750 Penalty: 2732.397949
	Iteration 31Q: 3 clusters Score -508732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -508732.843750 Penalty: 2732.397949
	Iteration 32Q: 3 clusters Score -508732.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -508733.937500 Penalty: 2732.397949
	Iteration 33Q: 3 clusters Score -508733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -508736.125000 Penalty: 2732.397949
	Iteration 34Q: 3 clusters Score -508736.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -508739.906250 Penalty: 2732.397949
	Iteration 35Q: 3 clusters Score -508739.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -508740.812500 Penalty: 2732.397949
	Iteration 36Q: 3 clusters Score -508740.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -508744.093750 Penalty: 2732.397949
	Iteration 37Q: 3 clusters Score -508744.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -508746.968750 Penalty: 2732.397949
	Iteration 38Q: 3 clusters Score -508747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -508749.562500 Penalty: 2732.397949
	Iteration 39Q: 3 clusters Score -508749.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -508753.812500 Penalty: 2732.397949
	Iteration 40F: 3 clusters Score -508753.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -508754.937500 Penalty: 2732.397949
	Iteration 41Q: 3 clusters Score -508754.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -508756.656250 Penalty: 2732.397949
	Iteration 42Q: 3 clusters Score -508756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -508756.656250 Penalty: 2732.397949
	Iteration 43F: 3 clusters Score -508756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 3408 members 
Mstep: Class 9 contains 20263 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7431 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 4707 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 1072 members 
Entering Unmasked Estep 
Score: -40114100.000000 Penalty: 81109.929688
Splitting cluster 8 changes total score from -40114480.000000 to -40114100.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (20263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Entering Unmasked Estep 
Score: -2319419.500000 Penalty: 1611.439575
	Iteration 0F: 2 clusters Score -2319420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -2305629.750000 Penalty: 3222.879150
	Iteration 0F: 3 clusters Score -2305630 nChanged 9155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2310540.500000 Penalty: 3222.879150
	Iteration 1F: 3 clusters Score -2310540 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2310824.500000 Penalty: 3222.879150
	Iteration 2Q: 3 clusters Score -2310824 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2311090.000000 Penalty: 3222.879150
	Iteration 3Q: 3 clusters Score -2311090 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2311359.250000 Penalty: 3222.879150
	Iteration 4Q: 3 clusters Score -2311359 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2311666.750000 Penalty: 3222.879150
	Iteration 5Q: 3 clusters Score -2311667 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -2312129.750000 Penalty: 3222.879150
	Iteration 6Q: 3 clusters Score -2312130 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -2312766.750000 Penalty: 3222.879150
	Iteration 7F: 3 clusters Score -2312767 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2313601.250000 Penalty: 3222.879150
	Iteration 8F: 3 clusters Score -2313601 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2314577.250000 Penalty: 3222.879150
	Iteration 9F: 3 clusters Score -2314577 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2315604.250000 Penalty: 3222.879150
	Iteration 10F: 3 clusters Score -2315604 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2316459.750000 Penalty: 3222.879150
	Iteration 11Q: 3 clusters Score -2316460 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2317252.500000 Penalty: 3222.879150
	Iteration 12Q: 3 clusters Score -2317252 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2317970.000000 Penalty: 3222.879150
	Iteration 13Q: 3 clusters Score -2317970 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2318446.000000 Penalty: 3222.879150
	Iteration 14Q: 3 clusters Score -2318446 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -2318699.250000 Penalty: 3222.879150
	Iteration 15Q: 3 clusters Score -2318699 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2318852.250000 Penalty: 3222.879150
	Iteration 16Q: 3 clusters Score -2318852 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2318972.250000 Penalty: 3222.879150
	Iteration 17Q: 3 clusters Score -2318972 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2319090.000000 Penalty: 3222.879150
	Iteration 18Q: 3 clusters Score -2319090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2319196.250000 Penalty: 3222.879150
	Iteration 19Q: 3 clusters Score -2319196 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2319297.500000 Penalty: 3222.879150
	Iteration 20F: 3 clusters Score -2319298 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2319405.000000 Penalty: 3222.879150
	Iteration 21Q: 3 clusters Score -2319405 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -2319501.000000 Penalty: 3222.879150
	Iteration 22Q: 3 clusters Score -2319501 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2319585.000000 Penalty: 3222.879150
	Iteration 23Q: 3 clusters Score -2319585 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2319663.000000 Penalty: 3222.879150
	Iteration 24Q: 3 clusters Score -2319663 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2319724.250000 Penalty: 3222.879150
	Iteration 25Q: 3 clusters Score -2319724 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -2319784.000000 Penalty: 3222.879150
	Iteration 26Q: 3 clusters Score -2319784 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2319856.250000 Penalty: 3222.879150
	Iteration 27Q: 3 clusters Score -2319856 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2319925.250000 Penalty: 3222.879150
	Iteration 28Q: 3 clusters Score -2319925 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2319968.250000 Penalty: 3222.879150
	Iteration 29Q: 3 clusters Score -2319968 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2320011.750000 Penalty: 3222.879150
	Iteration 30Q: 3 clusters Score -2320012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2320039.000000 Penalty: 3222.879150
	Iteration 31Q: 3 clusters Score -2320039 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2320061.000000 Penalty: 3222.879150
	Iteration 32Q: 3 clusters Score -2320061 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2320079.000000 Penalty: 3222.879150
	Iteration 33Q: 3 clusters Score -2320079 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -2320104.250000 Penalty: 3222.879150
	Iteration 34Q: 3 clusters Score -2320104 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -2320108.000000 Penalty: 3222.879150
	Iteration 35Q: 3 clusters Score -2320108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2320118.000000 Penalty: 3222.879150
	Iteration 36Q: 3 clusters Score -2320118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2320124.250000 Penalty: 3222.879150
	Iteration 37Q: 3 clusters Score -2320124 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -2320128.000000 Penalty: 3222.879150
	Iteration 38Q: 3 clusters Score -2320128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -2320130.000000 Penalty: 3222.879150
	Iteration 39Q: 3 clusters Score -2320130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -2320130.000000 Penalty: 3222.879150
	Iteration 40F: 3 clusters Score -2320130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2320131.000000 Penalty: 3222.879150
	Iteration 41Q: 3 clusters Score -2320131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2320138.250000 Penalty: 3222.879150
	Iteration 42Q: 3 clusters Score -2320138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2320136.000000 Penalty: 3222.879150
	Iteration 43Q: 3 clusters Score -2320136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2320137.500000 Penalty: 3222.879150
	Iteration 44Q: 3 clusters Score -2320138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -2320142.500000 Penalty: 3222.879150
	Iteration 45Q: 3 clusters Score -2320142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -2320143.000000 Penalty: 3222.879150
	Iteration 46Q: 3 clusters Score -2320143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2320146.500000 Penalty: 3222.879150
	Iteration 47Q: 3 clusters Score -2320146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2320145.500000 Penalty: 3222.879150
	Iteration 48Q: 3 clusters Score -2320146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2320150.000000 Penalty: 3222.879150
	Iteration 49Q: 3 clusters Score -2320150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2320146.250000 Penalty: 3222.879150
	Iteration 50Q: 3 clusters Score -2320146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2320155.750000 Penalty: 3222.879150
	Iteration 51Q: 3 clusters Score -2320156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2320152.750000 Penalty: 3222.879150
	Iteration 52Q: 3 clusters Score -2320153 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2320156.500000 Penalty: 3222.879150
	Iteration 53Q: 3 clusters Score -2320156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -2320162.500000 Penalty: 3222.879150
	Iteration 54Q: 3 clusters Score -2320162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2320164.250000 Penalty: 3222.879150
	Iteration 55Q: 3 clusters Score -2320164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2320169.750000 Penalty: 3222.879150
	Iteration 56Q: 3 clusters Score -2320170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2320163.250000 Penalty: 3222.879150
	Iteration 57Q: 3 clusters Score -2320163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -2320169.250000 Penalty: 3222.879150
	Iteration 58Q: 3 clusters Score -2320169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2320164.750000 Penalty: 3222.879150
	Iteration 59Q: 3 clusters Score -2320165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2320166.250000 Penalty: 3222.879150
	Iteration 60F: 3 clusters Score -2320166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2320168.500000 Penalty: 3222.879150
	Iteration 61Q: 3 clusters Score -2320168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2320169.000000 Penalty: 3222.879150
	Iteration 62Q: 3 clusters Score -2320169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2320166.750000 Penalty: 3222.879150
	Iteration 63Q: 3 clusters Score -2320167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2320165.500000 Penalty: 3222.879150
	Iteration 64Q: 3 clusters Score -2320166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2320167.250000 Penalty: 3222.879150
	Iteration 65Q: 3 clusters Score -2320167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2320170.000000 Penalty: 3222.879150
	Iteration 66Q: 3 clusters Score -2320170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2320172.750000 Penalty: 3222.879150
	Iteration 67Q: 3 clusters Score -2320173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2320172.750000 Penalty: 3222.879150
	Iteration 68Q: 3 clusters Score -2320173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2320176.500000 Penalty: 3222.879150
	Iteration 69Q: 3 clusters Score -2320176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -2320175.000000 Penalty: 3222.879150
	Iteration 70Q: 3 clusters Score -2320175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2320174.250000 Penalty: 3222.879150
	Iteration 71Q: 3 clusters Score -2320174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2320175.500000 Penalty: 3222.879150
	Iteration 72Q: 3 clusters Score -2320176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2320180.750000 Penalty: 3222.879150
	Iteration 73Q: 3 clusters Score -2320181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2320177.750000 Penalty: 3222.879150
	Iteration 74Q: 3 clusters Score -2320178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2320174.500000 Penalty: 3222.879150
	Iteration 75Q: 3 clusters Score -2320174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -2320177.500000 Penalty: 3222.879150
	Iteration 76Q: 3 clusters Score -2320178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2320179.000000 Penalty: 3222.879150
	Iteration 77Q: 3 clusters Score -2320179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -2320176.750000 Penalty: 3222.879150
	Iteration 78Q: 3 clusters Score -2320177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2320178.500000 Penalty: 3222.879150
	Iteration 79Q: 3 clusters Score -2320178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -2320179.000000 Penalty: 3222.879150
	Iteration 80F: 3 clusters Score -2320179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2320179.500000 Penalty: 3222.879150
	Iteration 81Q: 3 clusters Score -2320180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2320179.500000 Penalty: 3222.879150
	Iteration 82F: 3 clusters Score -2320180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 6808 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7431 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 4707 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Entering Unmasked Estep 
Score: -40114720.000000 Penalty: 81109.929688
Splitting cluster 9 changes total score from -40114480.000000 to -40114720.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 10 (5022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Entering Unmasked Estep 
Score: -575346.250000 Penalty: 1384.757324
	Iteration 0F: 2 clusters Score -575346.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -571380.750000 Penalty: 2769.514648
	Iteration 0F: 3 clusters Score -571380.8 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -572524.000000 Penalty: 2769.514648
	Iteration 1F: 3 clusters Score -572524 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -572766.500000 Penalty: 2769.514648
	Iteration 2F: 3 clusters Score -572766.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -572939.250000 Penalty: 2769.514648
	Iteration 3F: 3 clusters Score -572939.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -573091.375000 Penalty: 2769.514648
	Iteration 4Q: 3 clusters Score -573091.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -573275.687500 Penalty: 2769.514648
	Iteration 5Q: 3 clusters Score -573275.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -573492.062500 Penalty: 2769.514648
	Iteration 6F: 3 clusters Score -573492.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -573697.750000 Penalty: 2769.514648
	Iteration 7F: 3 clusters Score -573697.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -573900.062500 Penalty: 2769.514648
	Iteration 8Q: 3 clusters Score -573900.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -574044.750000 Penalty: 2769.514648
	Iteration 9Q: 3 clusters Score -574044.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -574145.625000 Penalty: 2769.514648
	Iteration 10Q: 3 clusters Score -574145.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -574231.187500 Penalty: 2769.514648
	Iteration 11Q: 3 clusters Score -574231.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -574283.375000 Penalty: 2769.514648
	Iteration 12Q: 3 clusters Score -574283.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -574305.187500 Penalty: 2769.514648
	Iteration 13Q: 3 clusters Score -574305.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -574321.625000 Penalty: 2769.514648
	Iteration 14Q: 3 clusters Score -574321.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -574332.187500 Penalty: 2769.514648
	Iteration 15Q: 3 clusters Score -574332.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -574339.000000 Penalty: 2769.514648
	Iteration 16Q: 3 clusters Score -574339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -574342.750000 Penalty: 2769.514648
	Iteration 17Q: 3 clusters Score -574342.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -574344.437500 Penalty: 2769.514648
	Iteration 18Q: 3 clusters Score -574344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -574347.375000 Penalty: 2769.514648
	Iteration 19Q: 3 clusters Score -574347.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -574349.000000 Penalty: 2769.514648
	Iteration 20F: 3 clusters Score -574349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -574349.187500 Penalty: 2769.514648
	Iteration 21Q: 3 clusters Score -574349.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -574351.562500 Penalty: 2769.514648
	Iteration 22Q: 3 clusters Score -574351.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -574351.562500 Penalty: 2769.514648
	Iteration 23F: 3 clusters Score -574351.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Entering Unmasked Estep 
Score: -691145.562500 Penalty: 1413.995728
	Iteration 0F: 2 clusters Score -691145.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -686545.812500 Penalty: 2827.991455
	Iteration 0F: 3 clusters Score -686545.8 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -687914.187500 Penalty: 2827.991455
	Iteration 1F: 3 clusters Score -687914.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -688121.937500 Penalty: 2827.991455
	Iteration 2F: 3 clusters Score -688121.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -688269.562500 Penalty: 2827.991455
	Iteration 3F: 3 clusters Score -688269.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -688368.562500 Penalty: 2827.991455
	Iteration 4Q: 3 clusters Score -688368.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -688442.562500 Penalty: 2827.991455
	Iteration 5Q: 3 clusters Score -688442.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -688518.250000 Penalty: 2827.991455
	Iteration 6Q: 3 clusters Score -688518.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -688584.500000 Penalty: 2827.991455
	Iteration 7Q: 3 clusters Score -688584.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -688644.500000 Penalty: 2827.991455
	Iteration 8Q: 3 clusters Score -688644.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -688702.750000 Penalty: 2827.991455
	Iteration 9Q: 3 clusters Score -688702.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -688763.312500 Penalty: 2827.991455
	Iteration 10Q: 3 clusters Score -688763.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -688813.125000 Penalty: 2827.991455
	Iteration 11Q: 3 clusters Score -688813.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -688863.812500 Penalty: 2827.991455
	Iteration 12Q: 3 clusters Score -688863.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -688922.500000 Penalty: 2827.991455
	Iteration 13Q: 3 clusters Score -688922.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -688975.000000 Penalty: 2827.991455
	Iteration 14Q: 3 clusters Score -688975 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -689034.875000 Penalty: 2827.991455
	Iteration 15Q: 3 clusters Score -689034.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -689099.312500 Penalty: 2827.991455
	Iteration 16Q: 3 clusters Score -689099.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -689157.875000 Penalty: 2827.991455
	Iteration 17Q: 3 clusters Score -689157.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -689217.000000 Penalty: 2827.991455
	Iteration 18Q: 3 clusters Score -689217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -689263.375000 Penalty: 2827.991455
	Iteration 19Q: 3 clusters Score -689263.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -689306.562500 Penalty: 2827.991455
	Iteration 20F: 3 clusters Score -689306.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -689341.062500 Penalty: 2827.991455
	Iteration 21Q: 3 clusters Score -689341.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -689364.437500 Penalty: 2827.991455
	Iteration 22Q: 3 clusters Score -689364.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -689386.062500 Penalty: 2827.991455
	Iteration 23Q: 3 clusters Score -689386.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -689399.812500 Penalty: 2827.991455
	Iteration 24Q: 3 clusters Score -689399.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -689412.250000 Penalty: 2827.991455
	Iteration 25Q: 3 clusters Score -689412.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -689425.375000 Penalty: 2827.991455
	Iteration 26Q: 3 clusters Score -689425.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -689437.000000 Penalty: 2827.991455
	Iteration 27Q: 3 clusters Score -689437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -689455.375000 Penalty: 2827.991455
	Iteration 28Q: 3 clusters Score -689455.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -689479.000000 Penalty: 2827.991455
	Iteration 29Q: 3 clusters Score -689479 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -689495.125000 Penalty: 2827.991455
	Iteration 30Q: 3 clusters Score -689495.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -689512.812500 Penalty: 2827.991455
	Iteration 31Q: 3 clusters Score -689512.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -689527.250000 Penalty: 2827.991455
	Iteration 32Q: 3 clusters Score -689527.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -689542.812500 Penalty: 2827.991455
	Iteration 33Q: 3 clusters Score -689542.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -689561.562500 Penalty: 2827.991455
	Iteration 34Q: 3 clusters Score -689561.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -689591.062500 Penalty: 2827.991455
	Iteration 35Q: 3 clusters Score -689591.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -689618.125000 Penalty: 2827.991455
	Iteration 36Q: 3 clusters Score -689618.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -689639.000000 Penalty: 2827.991455
	Iteration 37Q: 3 clusters Score -689639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -689655.812500 Penalty: 2827.991455
	Iteration 38Q: 3 clusters Score -689655.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -689677.625000 Penalty: 2827.991455
	Iteration 39Q: 3 clusters Score -689677.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -689697.562500 Penalty: 2827.991455
	Iteration 40F: 3 clusters Score -689697.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -689712.000000 Penalty: 2827.991455
	Iteration 41Q: 3 clusters Score -689712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -689726.250000 Penalty: 2827.991455
	Iteration 42Q: 3 clusters Score -689726.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -689743.812500 Penalty: 2827.991455
	Iteration 43Q: 3 clusters Score -689743.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -689766.750000 Penalty: 2827.991455
	Iteration 44Q: 3 clusters Score -689766.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -689797.437500 Penalty: 2827.991455
	Iteration 45Q: 3 clusters Score -689797.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -689814.500000 Penalty: 2827.991455
	Iteration 46Q: 3 clusters Score -689814.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -689826.187500 Penalty: 2827.991455
	Iteration 47Q: 3 clusters Score -689826.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -689837.750000 Penalty: 2827.991455
	Iteration 48Q: 3 clusters Score -689837.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -689845.125000 Penalty: 2827.991455
	Iteration 49Q: 3 clusters Score -689845.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -689851.937500 Penalty: 2827.991455
	Iteration 50Q: 3 clusters Score -689851.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -689860.687500 Penalty: 2827.991455
	Iteration 51Q: 3 clusters Score -689860.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -689868.125000 Penalty: 2827.991455
	Iteration 52Q: 3 clusters Score -689868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -689877.000000 Penalty: 2827.991455
	Iteration 53Q: 3 clusters Score -689877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -689881.062500 Penalty: 2827.991455
	Iteration 54Q: 3 clusters Score -689881.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -689885.375000 Penalty: 2827.991455
	Iteration 55Q: 3 clusters Score -689885.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -689887.562500 Penalty: 2827.991455
	Iteration 56Q: 3 clusters Score -689887.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -689889.500000 Penalty: 2827.991455
	Iteration 57Q: 3 clusters Score -689889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -689890.625000 Penalty: 2827.991455
	Iteration 58Q: 3 clusters Score -689890.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -689891.187500 Penalty: 2827.991455
	Iteration 59Q: 3 clusters Score -689891.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -689894.500000 Penalty: 2827.991455
	Iteration 60F: 3 clusters Score -689894.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -689898.875000 Penalty: 2827.991455
	Iteration 61Q: 3 clusters Score -689898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -689904.187500 Penalty: 2827.991455
	Iteration 62Q: 3 clusters Score -689904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -689905.937500 Penalty: 2827.991455
	Iteration 63Q: 3 clusters Score -689905.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -689911.000000 Penalty: 2827.991455
	Iteration 64Q: 3 clusters Score -689911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -689913.437500 Penalty: 2827.991455
	Iteration 65Q: 3 clusters Score -689913.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -689915.437500 Penalty: 2827.991455
	Iteration 66Q: 3 clusters Score -689915.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -689917.250000 Penalty: 2827.991455
	Iteration 67Q: 3 clusters Score -689917.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -689918.500000 Penalty: 2827.991455
	Iteration 68Q: 3 clusters Score -689918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -689919.250000 Penalty: 2827.991455
	Iteration 69Q: 3 clusters Score -689919.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -689918.812500 Penalty: 2827.991455
	Iteration 70Q: 3 clusters Score -689918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -689920.750000 Penalty: 2827.991455
	Iteration 71Q: 3 clusters Score -689920.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -689922.062500 Penalty: 2827.991455
	Iteration 72Q: 3 clusters Score -689922.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -689924.062500 Penalty: 2827.991455
	Iteration 73Q: 3 clusters Score -689924.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -689924.062500 Penalty: 2827.991455
	Iteration 74F: 3 clusters Score -689924.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -488782.000000 Penalty: 1374.127319
	Iteration 0F: 2 clusters Score -488782 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 2372 members 
Entering Unmasked Estep 
Score: -484998.718750 Penalty: 2748.254639
	Iteration 0F: 3 clusters Score -484998.7 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -486087.562500 Penalty: 2748.254639
	Iteration 1F: 3 clusters Score -486087.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -486348.468750 Penalty: 2748.254639
	Iteration 2F: 3 clusters Score -486348.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -486562.500000 Penalty: 2748.254639
	Iteration 3F: 3 clusters Score -486562.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -486740.718750 Penalty: 2748.254639
	Iteration 4F: 3 clusters Score -486740.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -486926.562500 Penalty: 2748.254639
	Iteration 5Q: 3 clusters Score -486926.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -487105.375000 Penalty: 2748.254639
	Iteration 6Q: 3 clusters Score -487105.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -487250.250000 Penalty: 2748.254639
	Iteration 7Q: 3 clusters Score -487250.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -487367.875000 Penalty: 2748.254639
	Iteration 8Q: 3 clusters Score -487367.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -487472.062500 Penalty: 2748.254639
	Iteration 9Q: 3 clusters Score -487472.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -487576.125000 Penalty: 2748.254639
	Iteration 10Q: 3 clusters Score -487576.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -487648.437500 Penalty: 2748.254639
	Iteration 11Q: 3 clusters Score -487648.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -487697.093750 Penalty: 2748.254639
	Iteration 12Q: 3 clusters Score -487697.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -487735.343750 Penalty: 2748.254639
	Iteration 13Q: 3 clusters Score -487735.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -487766.156250 Penalty: 2748.254639
	Iteration 14Q: 3 clusters Score -487766.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -487798.812500 Penalty: 2748.254639
	Iteration 15Q: 3 clusters Score -487798.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -487829.500000 Penalty: 2748.254639
	Iteration 16Q: 3 clusters Score -487829.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -487856.437500 Penalty: 2748.254639
	Iteration 17Q: 3 clusters Score -487856.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -487877.531250 Penalty: 2748.254639
	Iteration 18Q: 3 clusters Score -487877.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -487893.750000 Penalty: 2748.254639
	Iteration 19Q: 3 clusters Score -487893.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -487908.312500 Penalty: 2748.254639
	Iteration 20F: 3 clusters Score -487908.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -487918.062500 Penalty: 2748.254639
	Iteration 21Q: 3 clusters Score -487918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -487922.093750 Penalty: 2748.254639
	Iteration 22Q: 3 clusters Score -487922.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -487925.156250 Penalty: 2748.254639
	Iteration 23Q: 3 clusters Score -487925.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -487926.718750 Penalty: 2748.254639
	Iteration 24Q: 3 clusters Score -487926.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -487928.437500 Penalty: 2748.254639
	Iteration 25Q: 3 clusters Score -487928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -487930.562500 Penalty: 2748.254639
	Iteration 26Q: 3 clusters Score -487930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -487932.187500 Penalty: 2748.254639
	Iteration 27Q: 3 clusters Score -487932.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -487933.312500 Penalty: 2748.254639
	Iteration 28Q: 3 clusters Score -487933.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -487935.468750 Penalty: 2748.254639
	Iteration 29Q: 3 clusters Score -487935.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -487938.250000 Penalty: 2748.254639
	Iteration 30Q: 3 clusters Score -487938.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -487938.562500 Penalty: 2748.254639
	Iteration 31Q: 3 clusters Score -487938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -487939.687500 Penalty: 2748.254639
	Iteration 32Q: 3 clusters Score -487939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -487938.781250 Penalty: 2748.254639
	Iteration 33Q: 3 clusters Score -487938.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -487939.031250 Penalty: 2748.254639
	Iteration 34Q: 3 clusters Score -487939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -487939.500000 Penalty: 2748.254639
	Iteration 35Q: 3 clusters Score -487939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -487940.062500 Penalty: 2748.254639
	Iteration 36Q: 3 clusters Score -487940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -487941.125000 Penalty: 2748.254639
	Iteration 37Q: 3 clusters Score -487941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -487942.843750 Penalty: 2748.254639
	Iteration 38Q: 3 clusters Score -487942.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -487944.156250 Penalty: 2748.254639
	Iteration 39Q: 3 clusters Score -487944.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -487943.250000 Penalty: 2748.254639
	Iteration 40F: 3 clusters Score -487943.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Entering Unmasked Estep 
Score: -3135994.250000 Penalty: 1659.450195
	Iteration 0F: 2 clusters Score -3135994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13642 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3117634.750000 Penalty: 3318.900391
	Iteration 0F: 3 clusters Score -3117635 nChanged 12487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -3124316.750000 Penalty: 3318.900391
	Iteration 1F: 3 clusters Score -3124317 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3124682.000000 Penalty: 3318.900391
	Iteration 2Q: 3 clusters Score -3124682 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -3125154.250000 Penalty: 3318.900391
	Iteration 3Q: 3 clusters Score -3125154 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3125748.500000 Penalty: 3318.900391
	Iteration 4Q: 3 clusters Score -3125748 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -3126437.000000 Penalty: 3318.900391
	Iteration 5Q: 3 clusters Score -3126437 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -3127166.500000 Penalty: 3318.900391
	Iteration 6F: 3 clusters Score -3127166 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3127918.500000 Penalty: 3318.900391
	Iteration 7F: 3 clusters Score -3127918 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -3128731.250000 Penalty: 3318.900391
	Iteration 8F: 3 clusters Score -3128731 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3129519.500000 Penalty: 3318.900391
	Iteration 9F: 3 clusters Score -3129520 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -3130314.000000 Penalty: 3318.900391
	Iteration 10F: 3 clusters Score -3130314 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3131141.500000 Penalty: 3318.900391
	Iteration 11Q: 3 clusters Score -3131142 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -3132007.250000 Penalty: 3318.900391
	Iteration 12Q: 3 clusters Score -3132007 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -3132815.250000 Penalty: 3318.900391
	Iteration 13Q: 3 clusters Score -3132815 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -3133383.750000 Penalty: 3318.900391
	Iteration 14Q: 3 clusters Score -3133384 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -3133790.250000 Penalty: 3318.900391
	Iteration 15Q: 3 clusters Score -3133790 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3134083.500000 Penalty: 3318.900391
	Iteration 16Q: 3 clusters Score -3134084 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -3134275.000000 Penalty: 3318.900391
	Iteration 17Q: 3 clusters Score -3134275 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -3134471.000000 Penalty: 3318.900391
	Iteration 18Q: 3 clusters Score -3134471 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -3134618.750000 Penalty: 3318.900391
	Iteration 19Q: 3 clusters Score -3134619 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -3134732.500000 Penalty: 3318.900391
	Iteration 20F: 3 clusters Score -3134732 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -3134844.750000 Penalty: 3318.900391
	Iteration 21Q: 3 clusters Score -3134845 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -3134934.750000 Penalty: 3318.900391
	Iteration 22Q: 3 clusters Score -3134935 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -3135011.250000 Penalty: 3318.900391
	Iteration 23Q: 3 clusters Score -3135011 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -3135077.250000 Penalty: 3318.900391
	Iteration 24Q: 3 clusters Score -3135077 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -3135128.500000 Penalty: 3318.900391
	Iteration 25Q: 3 clusters Score -3135128 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -3135166.000000 Penalty: 3318.900391
	Iteration 26Q: 3 clusters Score -3135166 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -3135173.250000 Penalty: 3318.900391
	Iteration 27Q: 3 clusters Score -3135173 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3135202.750000 Penalty: 3318.900391
	Iteration 28Q: 3 clusters Score -3135203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -3135203.750000 Penalty: 3318.900391
	Iteration 29Q: 3 clusters Score -3135204 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -3135215.500000 Penalty: 3318.900391
	Iteration 30Q: 3 clusters Score -3135216 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -3135221.500000 Penalty: 3318.900391
	Iteration 31Q: 3 clusters Score -3135222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3135233.250000 Penalty: 3318.900391
	Iteration 32Q: 3 clusters Score -3135233 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -3135236.250000 Penalty: 3318.900391
	Iteration 33Q: 3 clusters Score -3135236 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -3135236.250000 Penalty: 3318.900391
	Iteration 34Q: 3 clusters Score -3135236 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -3135236.500000 Penalty: 3318.900391
	Iteration 35Q: 3 clusters Score -3135236 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -3135245.500000 Penalty: 3318.900391
	Iteration 36Q: 3 clusters Score -3135246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3135254.750000 Penalty: 3318.900391
	Iteration 37Q: 3 clusters Score -3135255 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3135265.500000 Penalty: 3318.900391
	Iteration 38Q: 3 clusters Score -3135266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3135266.250000 Penalty: 3318.900391
	Iteration 39Q: 3 clusters Score -3135266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -3135268.250000 Penalty: 3318.900391
	Iteration 40F: 3 clusters Score -3135268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 23329 members 
Entering Unmasked Estep 
Score: -3135271.250000 Penalty: 3318.900391
	Iteration 41Q: 3 clusters Score -3135271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -3135277.500000 Penalty: 3318.900391
	Iteration 42Q: 3 clusters Score -3135278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -3135281.750000 Penalty: 3318.900391
	Iteration 43Q: 3 clusters Score -3135282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -3135281.250000 Penalty: 3318.900391
	Iteration 44Q: 3 clusters Score -3135281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -3135287.000000 Penalty: 3318.900391
	Iteration 45Q: 3 clusters Score -3135287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3135294.000000 Penalty: 3318.900391
	Iteration 46Q: 3 clusters Score -3135294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3135292.750000 Penalty: 3318.900391
	Iteration 47Q: 3 clusters Score -3135293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -3135299.500000 Penalty: 3318.900391
	Iteration 48Q: 3 clusters Score -3135300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -3135301.500000 Penalty: 3318.900391
	Iteration 49Q: 3 clusters Score -3135302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -3135307.000000 Penalty: 3318.900391
	Iteration 50Q: 3 clusters Score -3135307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3135304.000000 Penalty: 3318.900391
	Iteration 51Q: 3 clusters Score -3135304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3135304.500000 Penalty: 3318.900391
	Iteration 52Q: 3 clusters Score -3135304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -3135301.000000 Penalty: 3318.900391
	Iteration 53Q: 3 clusters Score -3135301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -3135303.750000 Penalty: 3318.900391
	Iteration 54Q: 3 clusters Score -3135304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -3135303.000000 Penalty: 3318.900391
	Iteration 55Q: 3 clusters Score -3135303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3135302.000000 Penalty: 3318.900391
	Iteration 56Q: 3 clusters Score -3135302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 23543 members 
Entering Unmasked Estep 
Score: -3135303.000000 Penalty: 3318.900391
	Iteration 57Q: 3 clusters Score -3135303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3135308.750000 Penalty: 3318.900391
	Iteration 58Q: 3 clusters Score -3135309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 23555 members 
Entering Unmasked Estep 
Score: -3135307.000000 Penalty: 3318.900391
	Iteration 59Q: 3 clusters Score -3135307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3135306.250000 Penalty: 3318.900391
	Iteration 60F: 3 clusters Score -3135306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -3135304.000000 Penalty: 3318.900391
	Iteration 61Q: 3 clusters Score -3135304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3135300.250000 Penalty: 3318.900391
	Iteration 62Q: 3 clusters Score -3135300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3135301.000000 Penalty: 3318.900391
	Iteration 63Q: 3 clusters Score -3135301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -3135301.000000 Penalty: 3318.900391
	Iteration 64F: 3 clusters Score -3135301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (91331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91331 members 
Entering Unmasked Estep 
Score: -10472748.000000 Penalty: 1856.114990
	Iteration 0F: 2 clusters Score -1.047275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -10411605.000000 Penalty: 3712.229980
	Iteration 0F: 3 clusters Score -1.04116e+07 nChanged 43590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 45206 members 
Entering Unmasked Estep 
Score: -10437350.000000 Penalty: 3712.229980
	Iteration 1F: 3 clusters Score -1.043735e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -10438316.000000 Penalty: 3712.229980
	Iteration 2Q: 3 clusters Score -1.043832e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -10439291.000000 Penalty: 3712.229980
	Iteration 3Q: 3 clusters Score -1.043929e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -10440441.000000 Penalty: 3712.229980
	Iteration 4Q: 3 clusters Score -1.044044e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -10441883.000000 Penalty: 3712.229980
	Iteration 5Q: 3 clusters Score -1.044188e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -10444003.000000 Penalty: 3712.229980
	Iteration 6Q: 3 clusters Score -1.0444e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -10446889.000000 Penalty: 3712.229980
	Iteration 7F: 3 clusters Score -1.044689e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58174 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -10450440.000000 Penalty: 3712.229980
	Iteration 8F: 3 clusters Score -1.045044e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61734 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -10453989.000000 Penalty: 3712.229980
	Iteration 9F: 3 clusters Score -1.045399e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64778 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -10456699.000000 Penalty: 3712.229980
	Iteration 10F: 3 clusters Score -1.04567e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -10458595.000000 Penalty: 3712.229980
	Iteration 11Q: 3 clusters Score -1.04586e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -10459740.000000 Penalty: 3712.229980
	Iteration 12Q: 3 clusters Score -1.045974e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71181 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -10460762.000000 Penalty: 3712.229980
	Iteration 13Q: 3 clusters Score -1.046076e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73021 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -10461623.000000 Penalty: 3712.229980
	Iteration 14Q: 3 clusters Score -1.046162e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74776 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -10462522.000000 Penalty: 3712.229980
	Iteration 15Q: 3 clusters Score -1.046252e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76431 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -10463293.000000 Penalty: 3712.229980
	Iteration 16Q: 3 clusters Score -1.046329e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78074 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -10464100.000000 Penalty: 3712.229980
	Iteration 17Q: 3 clusters Score -1.04641e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79652 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -10465020.000000 Penalty: 3712.229980
	Iteration 18Q: 3 clusters Score -1.046502e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81051 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -10465707.000000 Penalty: 3712.229980
	Iteration 19Q: 3 clusters Score -1.046571e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -10466376.000000 Penalty: 3712.229980
	Iteration 20F: 3 clusters Score -1.046638e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83532 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -10466965.000000 Penalty: 3712.229980
	Iteration 21Q: 3 clusters Score -1.046696e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84619 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -10467575.000000 Penalty: 3712.229980
	Iteration 22Q: 3 clusters Score -1.046758e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85598 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -10468154.000000 Penalty: 3712.229980
	Iteration 23Q: 3 clusters Score -1.046815e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -10468595.000000 Penalty: 3712.229980
	Iteration 24Q: 3 clusters Score -1.04686e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87272 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -10469115.000000 Penalty: 3712.229980
	Iteration 25Q: 3 clusters Score -1.046912e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88001 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10469586.000000 Penalty: 3712.229980
	Iteration 26Q: 3 clusters Score -1.046959e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88594 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -10469940.000000 Penalty: 3712.229980
	Iteration 27Q: 3 clusters Score -1.046994e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -10470210.000000 Penalty: 3712.229980
	Iteration 28Q: 3 clusters Score -1.047021e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89489 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10470438.000000 Penalty: 3712.229980
	Iteration 29Q: 3 clusters Score -1.047044e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89799 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10470614.000000 Penalty: 3712.229980
	Iteration 30Q: 3 clusters Score -1.047061e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90036 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -10470764.000000 Penalty: 3712.229980
	Iteration 31Q: 3 clusters Score -1.047076e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90214 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -10470871.000000 Penalty: 3712.229980
	Iteration 32Q: 3 clusters Score -1.047087e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90357 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10470945.000000 Penalty: 3712.229980
	Iteration 33Q: 3 clusters Score -1.047094e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90446 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -10471003.000000 Penalty: 3712.229980
	Iteration 34Q: 3 clusters Score -1.0471e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90512 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -10471050.000000 Penalty: 3712.229980
	Iteration 35Q: 3 clusters Score -1.047105e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90563 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10471075.000000 Penalty: 3712.229980
	Iteration 36Q: 3 clusters Score -1.047108e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10471090.000000 Penalty: 3712.229980
	Iteration 37Q: 3 clusters Score -1.047109e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -10471101.000000 Penalty: 3712.229980
	Iteration 38Q: 3 clusters Score -1.04711e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90633 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10471113.000000 Penalty: 3712.229980
	Iteration 39Q: 3 clusters Score -1.047111e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90645 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -10471117.000000 Penalty: 3712.229980
	Iteration 40F: 3 clusters Score -1.047112e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90664 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10471140.000000 Penalty: 3712.229980
	Iteration 41Q: 3 clusters Score -1.047114e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90679 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -10471142.000000 Penalty: 3712.229980
	Iteration 42Q: 3 clusters Score -1.047114e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90688 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -10471155.000000 Penalty: 3712.229980
	Iteration 43Q: 3 clusters Score -1.047116e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -10471165.000000 Penalty: 3712.229980
	Iteration 44Q: 3 clusters Score -1.047116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90709 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10471175.000000 Penalty: 3712.229980
	Iteration 45Q: 3 clusters Score -1.047118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90716 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10471182.000000 Penalty: 3712.229980
	Iteration 46Q: 3 clusters Score -1.047118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90725 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10471179.000000 Penalty: 3712.229980
	Iteration 47Q: 3 clusters Score -1.047118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90735 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -10471193.000000 Penalty: 3712.229980
	Iteration 48Q: 3 clusters Score -1.047119e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90741 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10471193.000000 Penalty: 3712.229980
	Iteration 49Q: 3 clusters Score -1.047119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90742 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -10471206.000000 Penalty: 3712.229980
	Iteration 50Q: 3 clusters Score -1.047121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90745 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10471199.000000 Penalty: 3712.229980
	Iteration 51Q: 3 clusters Score -1.04712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90751 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -10471210.000000 Penalty: 3712.229980
	Iteration 52Q: 3 clusters Score -1.047121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90753 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -10471216.000000 Penalty: 3712.229980
	Iteration 53Q: 3 clusters Score -1.047122e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90759 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -10471220.000000 Penalty: 3712.229980
	Iteration 54Q: 3 clusters Score -1.047122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90765 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -10471222.000000 Penalty: 3712.229980
	Iteration 55Q: 3 clusters Score -1.047122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10471230.000000 Penalty: 3712.229980
	Iteration 56Q: 3 clusters Score -1.047123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -10471226.000000 Penalty: 3712.229980
	Iteration 57Q: 3 clusters Score -1.047123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90778 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -10471235.000000 Penalty: 3712.229980
	Iteration 58Q: 3 clusters Score -1.047124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10471236.000000 Penalty: 3712.229980
	Iteration 59Q: 3 clusters Score -1.047124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90780 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -10471236.000000 Penalty: 3712.229980
	Iteration 60F: 3 clusters Score -1.047124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Entering Unmasked Estep 
Score: -201067.828125 Penalty: 1219.105225
	Iteration 0F: 2 clusters Score -201067.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -199082.406250 Penalty: 2438.210449
	Iteration 0F: 3 clusters Score -199082.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -199479.375000 Penalty: 2438.210449
	Iteration 1F: 3 clusters Score -199479.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199630.093750 Penalty: 2438.210449
	Iteration 2F: 3 clusters Score -199630.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -199756.718750 Penalty: 2438.210449
	Iteration 3F: 3 clusters Score -199756.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -199849.734375 Penalty: 2438.210449
	Iteration 4F: 3 clusters Score -199849.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -199912.640625 Penalty: 2438.210449
	Iteration 5Q: 3 clusters Score -199912.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -199965.968750 Penalty: 2438.210449
	Iteration 6Q: 3 clusters Score -199966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -200013.734375 Penalty: 2438.210449
	Iteration 7Q: 3 clusters Score -200013.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -200058.546875 Penalty: 2438.210449
	Iteration 8Q: 3 clusters Score -200058.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -200097.640625 Penalty: 2438.210449
	Iteration 9Q: 3 clusters Score -200097.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -200127.875000 Penalty: 2438.210449
	Iteration 10Q: 3 clusters Score -200127.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -200151.406250 Penalty: 2438.210449
	Iteration 11Q: 3 clusters Score -200151.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -200170.875000 Penalty: 2438.210449
	Iteration 12Q: 3 clusters Score -200170.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -200189.921875 Penalty: 2438.210449
	Iteration 13Q: 3 clusters Score -200189.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -200203.031250 Penalty: 2438.210449
	Iteration 14Q: 3 clusters Score -200203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -200215.484375 Penalty: 2438.210449
	Iteration 15Q: 3 clusters Score -200215.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -200226.812500 Penalty: 2438.210449
	Iteration 16Q: 3 clusters Score -200226.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -200236.109375 Penalty: 2438.210449
	Iteration 17Q: 3 clusters Score -200236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -200245.328125 Penalty: 2438.210449
	Iteration 18Q: 3 clusters Score -200245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -200246.734375 Penalty: 2438.210449
	Iteration 19Q: 3 clusters Score -200246.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -200249.359375 Penalty: 2438.210449
	Iteration 20F: 3 clusters Score -200249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -200256.140625 Penalty: 2438.210449
	Iteration 21Q: 3 clusters Score -200256.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -200263.812500 Penalty: 2438.210449
	Iteration 22Q: 3 clusters Score -200263.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -200266.421875 Penalty: 2438.210449
	Iteration 23Q: 3 clusters Score -200266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -200267.859375 Penalty: 2438.210449
	Iteration 24Q: 3 clusters Score -200267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -200268.718750 Penalty: 2438.210449
	Iteration 25Q: 3 clusters Score -200268.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -200272.687500 Penalty: 2438.210449
	Iteration 26Q: 3 clusters Score -200272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -200272.687500 Penalty: 2438.210449
	Iteration 27Q: 3 clusters Score -200272.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -200274.578125 Penalty: 2438.210449
	Iteration 28Q: 3 clusters Score -200274.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -200276.203125 Penalty: 2438.210449
	Iteration 29Q: 3 clusters Score -200276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -200276.750000 Penalty: 2438.210449
	Iteration 30Q: 3 clusters Score -200276.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -200276.750000 Penalty: 2438.210449
	Iteration 31F: 3 clusters Score -200276.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Entering Unmasked Estep 
Score: -720269.187500 Penalty: 1425.725342
	Iteration 0F: 2 clusters Score -720269.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -715467.375000 Penalty: 2851.450684
	Iteration 0F: 3 clusters Score -715467.4 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -717012.000000 Penalty: 2851.450684
	Iteration 1F: 3 clusters Score -717012 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -717218.437500 Penalty: 2851.450684
	Iteration 2F: 3 clusters Score -717218.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -717345.375000 Penalty: 2851.450684
	Iteration 3Q: 3 clusters Score -717345.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -717436.312500 Penalty: 2851.450684
	Iteration 4Q: 3 clusters Score -717436.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -717507.500000 Penalty: 2851.450684
	Iteration 5Q: 3 clusters Score -717507.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -717580.000000 Penalty: 2851.450684
	Iteration 6Q: 3 clusters Score -717580 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -717646.687500 Penalty: 2851.450684
	Iteration 7Q: 3 clusters Score -717646.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -717714.250000 Penalty: 2851.450684
	Iteration 8Q: 3 clusters Score -717714.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -717782.687500 Penalty: 2851.450684
	Iteration 9Q: 3 clusters Score -717782.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -717869.625000 Penalty: 2851.450684
	Iteration 10Q: 3 clusters Score -717869.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -718010.312500 Penalty: 2851.450684
	Iteration 11Q: 3 clusters Score -718010.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -718195.812500 Penalty: 2851.450684
	Iteration 12Q: 3 clusters Score -718195.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -718319.812500 Penalty: 2851.450684
	Iteration 13Q: 3 clusters Score -718319.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -718411.000000 Penalty: 2851.450684
	Iteration 14Q: 3 clusters Score -718411 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -718496.625000 Penalty: 2851.450684
	Iteration 15Q: 3 clusters Score -718496.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -718586.562500 Penalty: 2851.450684
	Iteration 16Q: 3 clusters Score -718586.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -718665.750000 Penalty: 2851.450684
	Iteration 17Q: 3 clusters Score -718665.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -718737.687500 Penalty: 2851.450684
	Iteration 18Q: 3 clusters Score -718737.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -718789.312500 Penalty: 2851.450684
	Iteration 19Q: 3 clusters Score -718789.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -718825.062500 Penalty: 2851.450684
	Iteration 20F: 3 clusters Score -718825.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -718862.625000 Penalty: 2851.450684
	Iteration 21Q: 3 clusters Score -718862.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -718902.375000 Penalty: 2851.450684
	Iteration 22Q: 3 clusters Score -718902.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -718943.500000 Penalty: 2851.450684
	Iteration 23Q: 3 clusters Score -718943.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -718993.312500 Penalty: 2851.450684
	Iteration 24Q: 3 clusters Score -718993.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -719040.125000 Penalty: 2851.450684
	Iteration 25Q: 3 clusters Score -719040.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -719089.687500 Penalty: 2851.450684
	Iteration 26Q: 3 clusters Score -719089.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -719130.125000 Penalty: 2851.450684
	Iteration 27Q: 3 clusters Score -719130.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -719171.375000 Penalty: 2851.450684
	Iteration 28Q: 3 clusters Score -719171.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -719207.312500 Penalty: 2851.450684
	Iteration 29Q: 3 clusters Score -719207.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -719244.375000 Penalty: 2851.450684
	Iteration 30Q: 3 clusters Score -719244.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -719278.937500 Penalty: 2851.450684
	Iteration 31Q: 3 clusters Score -719278.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -719306.625000 Penalty: 2851.450684
	Iteration 32Q: 3 clusters Score -719306.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -719327.375000 Penalty: 2851.450684
	Iteration 33Q: 3 clusters Score -719327.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -719348.250000 Penalty: 2851.450684
	Iteration 34Q: 3 clusters Score -719348.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -719371.812500 Penalty: 2851.450684
	Iteration 35Q: 3 clusters Score -719371.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -719388.562500 Penalty: 2851.450684
	Iteration 36Q: 3 clusters Score -719388.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -719405.750000 Penalty: 2851.450684
	Iteration 37Q: 3 clusters Score -719405.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -719418.187500 Penalty: 2851.450684
	Iteration 38Q: 3 clusters Score -719418.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -719429.187500 Penalty: 2851.450684
	Iteration 39Q: 3 clusters Score -719429.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -719434.562500 Penalty: 2851.450684
	Iteration 40F: 3 clusters Score -719434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -719437.625000 Penalty: 2851.450684
	Iteration 41Q: 3 clusters Score -719437.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -719440.250000 Penalty: 2851.450684
	Iteration 42Q: 3 clusters Score -719440.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -719439.312500 Penalty: 2851.450684
	Iteration 43Q: 3 clusters Score -719439.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -719443.937500 Penalty: 2851.450684
	Iteration 44Q: 3 clusters Score -719443.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -719446.875000 Penalty: 2851.450684
	Iteration 45Q: 3 clusters Score -719446.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -719448.125000 Penalty: 2851.450684
	Iteration 46Q: 3 clusters Score -719448.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -719449.125000 Penalty: 2851.450684
	Iteration 47Q: 3 clusters Score -719449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -719449.937500 Penalty: 2851.450684
	Iteration 48Q: 3 clusters Score -719449.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -719451.562500 Penalty: 2851.450684
	Iteration 49Q: 3 clusters Score -719451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -719454.187500 Penalty: 2851.450684
	Iteration 50Q: 3 clusters Score -719454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -719458.812500 Penalty: 2851.450684
	Iteration 51Q: 3 clusters Score -719458.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -719462.937500 Penalty: 2851.450684
	Iteration 52Q: 3 clusters Score -719462.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -719467.375000 Penalty: 2851.450684
	Iteration 53Q: 3 clusters Score -719467.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -719469.375000 Penalty: 2851.450684
	Iteration 54Q: 3 clusters Score -719469.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -719473.812500 Penalty: 2851.450684
	Iteration 55Q: 3 clusters Score -719473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -719474.437500 Penalty: 2851.450684
	Iteration 56Q: 3 clusters Score -719474.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -719475.562500 Penalty: 2851.450684
	Iteration 57Q: 3 clusters Score -719475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -719475.062500 Penalty: 2851.450684
	Iteration 58Q: 3 clusters Score -719475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -719475.187500 Penalty: 2851.450684
	Iteration 59Q: 3 clusters Score -719475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -719475.937500 Penalty: 2851.450684
	Iteration 60F: 3 clusters Score -719475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -719476.000000 Penalty: 2851.450684
	Iteration 61Q: 3 clusters Score -719476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -719476.000000 Penalty: 2851.450684
	Iteration 62F: 3 clusters Score -719476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -245469.500000 Penalty: 1249.671509
	Iteration 0F: 2 clusters Score -245469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -243272.156250 Penalty: 2499.343018
	Iteration 0F: 3 clusters Score -243272.2 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -243782.250000 Penalty: 2499.343018
	Iteration 1F: 3 clusters Score -243782.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -243899.828125 Penalty: 2499.343018
	Iteration 2F: 3 clusters Score -243899.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -243964.718750 Penalty: 2499.343018
	Iteration 3Q: 3 clusters Score -243964.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -244004.796875 Penalty: 2499.343018
	Iteration 4Q: 3 clusters Score -244004.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -244034.234375 Penalty: 2499.343018
	Iteration 5Q: 3 clusters Score -244034.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -244077.765625 Penalty: 2499.343018
	Iteration 6Q: 3 clusters Score -244077.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -244109.421875 Penalty: 2499.343018
	Iteration 7Q: 3 clusters Score -244109.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -244130.953125 Penalty: 2499.343018
	Iteration 8Q: 3 clusters Score -244131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -244140.859375 Penalty: 2499.343018
	Iteration 9Q: 3 clusters Score -244140.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -244148.234375 Penalty: 2499.343018
	Iteration 10Q: 3 clusters Score -244148.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -244155.062500 Penalty: 2499.343018
	Iteration 11Q: 3 clusters Score -244155.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -244163.843750 Penalty: 2499.343018
	Iteration 12Q: 3 clusters Score -244163.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -244169.203125 Penalty: 2499.343018
	Iteration 13Q: 3 clusters Score -244169.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -244175.203125 Penalty: 2499.343018
	Iteration 14Q: 3 clusters Score -244175.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -244186.734375 Penalty: 2499.343018
	Iteration 15Q: 3 clusters Score -244186.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -244195.750000 Penalty: 2499.343018
	Iteration 16Q: 3 clusters Score -244195.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -244205.781250 Penalty: 2499.343018
	Iteration 17Q: 3 clusters Score -244205.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -244217.796875 Penalty: 2499.343018
	Iteration 18Q: 3 clusters Score -244217.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -244228.062500 Penalty: 2499.343018
	Iteration 19Q: 3 clusters Score -244228.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -244237.203125 Penalty: 2499.343018
	Iteration 20F: 3 clusters Score -244237.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -244248.562500 Penalty: 2499.343018
	Iteration 21Q: 3 clusters Score -244248.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -244259.593750 Penalty: 2499.343018
	Iteration 22Q: 3 clusters Score -244259.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -244271.062500 Penalty: 2499.343018
	Iteration 23Q: 3 clusters Score -244271.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -244280.734375 Penalty: 2499.343018
	Iteration 24Q: 3 clusters Score -244280.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -244285.234375 Penalty: 2499.343018
	Iteration 25Q: 3 clusters Score -244285.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -244294.765625 Penalty: 2499.343018
	Iteration 26Q: 3 clusters Score -244294.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -244308.546875 Penalty: 2499.343018
	Iteration 27Q: 3 clusters Score -244308.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -244322.359375 Penalty: 2499.343018
	Iteration 28Q: 3 clusters Score -244322.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -244333.453125 Penalty: 2499.343018
	Iteration 29Q: 3 clusters Score -244333.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -244340.531250 Penalty: 2499.343018
	Iteration 30Q: 3 clusters Score -244340.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -244353.093750 Penalty: 2499.343018
	Iteration 31Q: 3 clusters Score -244353.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -244363.718750 Penalty: 2499.343018
	Iteration 32Q: 3 clusters Score -244363.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -244372.593750 Penalty: 2499.343018
	Iteration 33Q: 3 clusters Score -244372.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -244383.781250 Penalty: 2499.343018
	Iteration 34Q: 3 clusters Score -244383.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -244387.750000 Penalty: 2499.343018
	Iteration 35Q: 3 clusters Score -244387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -244393.671875 Penalty: 2499.343018
	Iteration 36Q: 3 clusters Score -244393.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -244403.500000 Penalty: 2499.343018
	Iteration 37Q: 3 clusters Score -244403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -244408.953125 Penalty: 2499.343018
	Iteration 38Q: 3 clusters Score -244409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -244418.000000 Penalty: 2499.343018
	Iteration 39Q: 3 clusters Score -244418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -244427.078125 Penalty: 2499.343018
	Iteration 40F: 3 clusters Score -244427.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -244430.171875 Penalty: 2499.343018
	Iteration 41Q: 3 clusters Score -244430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -244436.515625 Penalty: 2499.343018
	Iteration 42Q: 3 clusters Score -244436.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -244440.656250 Penalty: 2499.343018
	Iteration 43Q: 3 clusters Score -244440.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -244443.859375 Penalty: 2499.343018
	Iteration 44Q: 3 clusters Score -244443.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -244446.562500 Penalty: 2499.343018
	Iteration 45Q: 3 clusters Score -244446.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -244448.218750 Penalty: 2499.343018
	Iteration 46Q: 3 clusters Score -244448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -244448.468750 Penalty: 2499.343018
	Iteration 47Q: 3 clusters Score -244448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -244448.468750 Penalty: 2499.343018
	Iteration 48F: 3 clusters Score -244448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -167869.312500 Penalty: 1192.146362
	Iteration 0F: 2 clusters Score -167869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -166069.046875 Penalty: 2384.292725
	Iteration 0F: 3 clusters Score -166069 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -166470.890625 Penalty: 2384.292725
	Iteration 1F: 3 clusters Score -166470.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -166629.703125 Penalty: 2384.292725
	Iteration 2F: 3 clusters Score -166629.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -166767.531250 Penalty: 2384.292725
	Iteration 3F: 3 clusters Score -166767.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -166916.781250 Penalty: 2384.292725
	Iteration 4F: 3 clusters Score -166916.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -167019.156250 Penalty: 2384.292725
	Iteration 5F: 3 clusters Score -167019.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -167100.781250 Penalty: 2384.292725
	Iteration 6Q: 3 clusters Score -167100.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -167148.046875 Penalty: 2384.292725
	Iteration 7Q: 3 clusters Score -167148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -167175.015625 Penalty: 2384.292725
	Iteration 8Q: 3 clusters Score -167175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -167199.062500 Penalty: 2384.292725
	Iteration 9Q: 3 clusters Score -167199.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -167216.796875 Penalty: 2384.292725
	Iteration 10Q: 3 clusters Score -167216.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -167222.296875 Penalty: 2384.292725
	Iteration 11Q: 3 clusters Score -167222.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -167228.437500 Penalty: 2384.292725
	Iteration 12Q: 3 clusters Score -167228.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -167237.625000 Penalty: 2384.292725
	Iteration 13Q: 3 clusters Score -167237.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -167239.453125 Penalty: 2384.292725
	Iteration 14Q: 3 clusters Score -167239.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -167239.453125 Penalty: 2384.292725
	Iteration 15F: 3 clusters Score -167239.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Entering Unmasked Estep 
Score: -614091.500000 Penalty: 1403.472168
	Iteration 0F: 2 clusters Score -614091.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -609747.000000 Penalty: 2806.944336
	Iteration 0F: 3 clusters Score -609747 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -611258.312500 Penalty: 2806.944336
	Iteration 1F: 3 clusters Score -611258.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -611736.812500 Penalty: 2806.944336
	Iteration 2F: 3 clusters Score -611736.8 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -612121.062500 Penalty: 2806.944336
	Iteration 3F: 3 clusters Score -612121.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -612381.687500 Penalty: 2806.944336
	Iteration 4F: 3 clusters Score -612381.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -612627.312500 Penalty: 2806.944336
	Iteration 5F: 3 clusters Score -612627.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -612878.000000 Penalty: 2806.944336
	Iteration 6Q: 3 clusters Score -612878 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -613084.500000 Penalty: 2806.944336
	Iteration 7Q: 3 clusters Score -613084.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -613268.187500 Penalty: 2806.944336
	Iteration 8Q: 3 clusters Score -613268.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -613437.312500 Penalty: 2806.944336
	Iteration 9Q: 3 clusters Score -613437.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -613542.062500 Penalty: 2806.944336
	Iteration 10Q: 3 clusters Score -613542.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -613604.812500 Penalty: 2806.944336
	Iteration 11Q: 3 clusters Score -613604.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -613637.562500 Penalty: 2806.944336
	Iteration 12Q: 3 clusters Score -613637.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -613660.750000 Penalty: 2806.944336
	Iteration 13Q: 3 clusters Score -613660.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -613674.625000 Penalty: 2806.944336
	Iteration 14Q: 3 clusters Score -613674.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -613686.875000 Penalty: 2806.944336
	Iteration 15Q: 3 clusters Score -613686.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -613691.812500 Penalty: 2806.944336
	Iteration 16Q: 3 clusters Score -613691.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -613697.937500 Penalty: 2806.944336
	Iteration 17Q: 3 clusters Score -613697.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -613700.937500 Penalty: 2806.944336
	Iteration 18Q: 3 clusters Score -613700.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -613704.687500 Penalty: 2806.944336
	Iteration 19Q: 3 clusters Score -613704.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -613709.437500 Penalty: 2806.944336
	Iteration 20F: 3 clusters Score -613709.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -613709.437500 Penalty: 2806.944336
	Iteration 21Q: 3 clusters Score -613709.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -613710.062500 Penalty: 2806.944336
	Iteration 22Q: 3 clusters Score -613710.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -613710.562500 Penalty: 2806.944336
	Iteration 23Q: 3 clusters Score -613710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -613709.437500 Penalty: 2806.944336
	Iteration 24Q: 3 clusters Score -613709.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -613709.437500 Penalty: 2806.944336
	Iteration 25F: 3 clusters Score -613709.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (20940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Entering Unmasked Estep 
Score: -2369615.750000 Penalty: 1616.780151
	Iteration 0F: 2 clusters Score -2369616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2355366.750000 Penalty: 3233.560303
	Iteration 0F: 3 clusters Score -2355367 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2361035.750000 Penalty: 3233.560303
	Iteration 1F: 3 clusters Score -2361036 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2362028.750000 Penalty: 3233.560303
	Iteration 2F: 3 clusters Score -2362029 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -2363343.250000 Penalty: 3233.560303
	Iteration 3F: 3 clusters Score -2363343 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2364715.500000 Penalty: 3233.560303
	Iteration 4F: 3 clusters Score -2364716 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2365957.250000 Penalty: 3233.560303
	Iteration 5F: 3 clusters Score -2365957 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -2366928.000000 Penalty: 3233.560303
	Iteration 6F: 3 clusters Score -2366928 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2367698.000000 Penalty: 3233.560303
	Iteration 7Q: 3 clusters Score -2367698 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2368200.750000 Penalty: 3233.560303
	Iteration 8Q: 3 clusters Score -2368201 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -2368535.000000 Penalty: 3233.560303
	Iteration 9Q: 3 clusters Score -2368535 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2368704.500000 Penalty: 3233.560303
	Iteration 10Q: 3 clusters Score -2368704 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -2368789.250000 Penalty: 3233.560303
	Iteration 11Q: 3 clusters Score -2368789 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2368840.000000 Penalty: 3233.560303
	Iteration 12Q: 3 clusters Score -2368840 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2368871.000000 Penalty: 3233.560303
	Iteration 13Q: 3 clusters Score -2368871 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -2368897.250000 Penalty: 3233.560303
	Iteration 14Q: 3 clusters Score -2368897 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2368922.750000 Penalty: 3233.560303
	Iteration 15Q: 3 clusters Score -2368923 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2368939.750000 Penalty: 3233.560303
	Iteration 16Q: 3 clusters Score -2368940 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2368963.250000 Penalty: 3233.560303
	Iteration 17Q: 3 clusters Score -2368963 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -2368985.750000 Penalty: 3233.560303
	Iteration 18Q: 3 clusters Score -2368986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2369005.000000 Penalty: 3233.560303
	Iteration 19Q: 3 clusters Score -2369005 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2369014.000000 Penalty: 3233.560303
	Iteration 20F: 3 clusters Score -2369014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2369033.500000 Penalty: 3233.560303
	Iteration 21Q: 3 clusters Score -2369034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -2369042.250000 Penalty: 3233.560303
	Iteration 22Q: 3 clusters Score -2369042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2369056.750000 Penalty: 3233.560303
	Iteration 23Q: 3 clusters Score -2369057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2369057.000000 Penalty: 3233.560303
	Iteration 24Q: 3 clusters Score -2369057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -2369067.250000 Penalty: 3233.560303
	Iteration 25Q: 3 clusters Score -2369067 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -2369070.750000 Penalty: 3233.560303
	Iteration 26Q: 3 clusters Score -2369071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2369077.500000 Penalty: 3233.560303
	Iteration 27Q: 3 clusters Score -2369078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2369085.000000 Penalty: 3233.560303
	Iteration 28Q: 3 clusters Score -2369085 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2369091.750000 Penalty: 3233.560303
	Iteration 29Q: 3 clusters Score -2369092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -2369097.000000 Penalty: 3233.560303
	Iteration 30Q: 3 clusters Score -2369097 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2369099.000000 Penalty: 3233.560303
	Iteration 31Q: 3 clusters Score -2369099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2369103.750000 Penalty: 3233.560303
	Iteration 32Q: 3 clusters Score -2369104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2369104.750000 Penalty: 3233.560303
	Iteration 33Q: 3 clusters Score -2369105 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2369106.000000 Penalty: 3233.560303
	Iteration 34Q: 3 clusters Score -2369106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2369115.750000 Penalty: 3233.560303
	Iteration 35Q: 3 clusters Score -2369116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2369109.000000 Penalty: 3233.560303
	Iteration 36Q: 3 clusters Score -2369109 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2369113.250000 Penalty: 3233.560303
	Iteration 37Q: 3 clusters Score -2369113 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -2369114.500000 Penalty: 3233.560303
	Iteration 38Q: 3 clusters Score -2369114 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2369115.500000 Penalty: 3233.560303
	Iteration 39Q: 3 clusters Score -2369116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2369109.750000 Penalty: 3233.560303
	Iteration 40F: 3 clusters Score -2369110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2369117.000000 Penalty: 3233.560303
	Iteration 41Q: 3 clusters Score -2369117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2369121.000000 Penalty: 3233.560303
	Iteration 42Q: 3 clusters Score -2369121 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2369124.250000 Penalty: 3233.560303
	Iteration 43Q: 3 clusters Score -2369124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2369128.750000 Penalty: 3233.560303
	Iteration 44Q: 3 clusters Score -2369129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2369131.750000 Penalty: 3233.560303
	Iteration 45Q: 3 clusters Score -2369132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2369131.000000 Penalty: 3233.560303
	Iteration 46Q: 3 clusters Score -2369131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2369131.500000 Penalty: 3233.560303
	Iteration 47Q: 3 clusters Score -2369132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2369133.500000 Penalty: 3233.560303
	Iteration 48Q: 3 clusters Score -2369134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2369133.250000 Penalty: 3233.560303
	Iteration 49Q: 3 clusters Score -2369133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2369133.250000 Penalty: 3233.560303
	Iteration 50Q: 3 clusters Score -2369133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2369133.750000 Penalty: 3233.560303
	Iteration 51Q: 3 clusters Score -2369134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2369132.500000 Penalty: 3233.560303
	Iteration 52Q: 3 clusters Score -2369132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2369132.750000 Penalty: 3233.560303
	Iteration 53Q: 3 clusters Score -2369133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2369132.250000 Penalty: 3233.560303
	Iteration 54Q: 3 clusters Score -2369132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2369132.250000 Penalty: 3233.560303
	Iteration 55F: 3 clusters Score -2369132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Entering Unmasked Estep 
Score: -94585.367188 Penalty: 1098.379028
	Iteration 0F: 2 clusters Score -94585.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93299.156250 Penalty: 2196.758057
	Iteration 0F: 3 clusters Score -93299.16 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -93545.171875 Penalty: 2196.758057
	Iteration 1F: 3 clusters Score -93545.17 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -93601.710938 Penalty: 2196.758057
	Iteration 2F: 3 clusters Score -93601.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -93632.828125 Penalty: 2196.758057
	Iteration 3Q: 3 clusters Score -93632.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -93648.664062 Penalty: 2196.758057
	Iteration 4Q: 3 clusters Score -93648.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -93670.429688 Penalty: 2196.758057
	Iteration 5Q: 3 clusters Score -93670.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -93681.296875 Penalty: 2196.758057
	Iteration 6Q: 3 clusters Score -93681.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -93692.460938 Penalty: 2196.758057
	Iteration 7Q: 3 clusters Score -93692.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -93702.195312 Penalty: 2196.758057
	Iteration 8Q: 3 clusters Score -93702.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -93714.140625 Penalty: 2196.758057
	Iteration 9Q: 3 clusters Score -93714.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -93727.125000 Penalty: 2196.758057
	Iteration 10Q: 3 clusters Score -93727.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -93732.062500 Penalty: 2196.758057
	Iteration 11Q: 3 clusters Score -93732.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -93734.203125 Penalty: 2196.758057
	Iteration 12Q: 3 clusters Score -93734.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93736.570312 Penalty: 2196.758057
	Iteration 13Q: 3 clusters Score -93736.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -93736.570312 Penalty: 2196.758057
	Iteration 14F: 3 clusters Score -93736.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Entering Unmasked Estep 
Score: -240290.578125 Penalty: 1253.997192
	Iteration 0F: 2 clusters Score -240290.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -238011.968750 Penalty: 2507.994385
	Iteration 0F: 3 clusters Score -238012 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -238488.562500 Penalty: 2507.994385
	Iteration 1F: 3 clusters Score -238488.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -238672.359375 Penalty: 2507.994385
	Iteration 2F: 3 clusters Score -238672.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -238786.156250 Penalty: 2507.994385
	Iteration 3F: 3 clusters Score -238786.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -238858.109375 Penalty: 2507.994385
	Iteration 4Q: 3 clusters Score -238858.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -238904.031250 Penalty: 2507.994385
	Iteration 5Q: 3 clusters Score -238904 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -238941.390625 Penalty: 2507.994385
	Iteration 6Q: 3 clusters Score -238941.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -238980.125000 Penalty: 2507.994385
	Iteration 7Q: 3 clusters Score -238980.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -239040.859375 Penalty: 2507.994385
	Iteration 8Q: 3 clusters Score -239040.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -239087.343750 Penalty: 2507.994385
	Iteration 9Q: 3 clusters Score -239087.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -239132.859375 Penalty: 2507.994385
	Iteration 10Q: 3 clusters Score -239132.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -239171.734375 Penalty: 2507.994385
	Iteration 11Q: 3 clusters Score -239171.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -239201.203125 Penalty: 2507.994385
	Iteration 12Q: 3 clusters Score -239201.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -239221.750000 Penalty: 2507.994385
	Iteration 13Q: 3 clusters Score -239221.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -239236.203125 Penalty: 2507.994385
	Iteration 14Q: 3 clusters Score -239236.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -239250.140625 Penalty: 2507.994385
	Iteration 15Q: 3 clusters Score -239250.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -239261.421875 Penalty: 2507.994385
	Iteration 16Q: 3 clusters Score -239261.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -239272.046875 Penalty: 2507.994385
	Iteration 17Q: 3 clusters Score -239272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -239280.140625 Penalty: 2507.994385
	Iteration 18Q: 3 clusters Score -239280.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -239288.406250 Penalty: 2507.994385
	Iteration 19Q: 3 clusters Score -239288.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -239294.687500 Penalty: 2507.994385
	Iteration 20F: 3 clusters Score -239294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -239297.750000 Penalty: 2507.994385
	Iteration 21Q: 3 clusters Score -239297.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -239301.921875 Penalty: 2507.994385
	Iteration 22Q: 3 clusters Score -239301.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -239305.234375 Penalty: 2507.994385
	Iteration 23Q: 3 clusters Score -239305.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -239309.296875 Penalty: 2507.994385
	Iteration 24Q: 3 clusters Score -239309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -239311.437500 Penalty: 2507.994385
	Iteration 25Q: 3 clusters Score -239311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -239313.687500 Penalty: 2507.994385
	Iteration 26Q: 3 clusters Score -239313.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -239314.375000 Penalty: 2507.994385
	Iteration 27Q: 3 clusters Score -239314.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -239314.375000 Penalty: 2507.994385
	Iteration 28Q: 3 clusters Score -239314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -239314.375000 Penalty: 2507.994385
	Iteration 29F: 3 clusters Score -239314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Entering Unmasked Estep 
Score: -780739.312500 Penalty: 1434.201172
	Iteration 0F: 2 clusters Score -780739.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -775650.687500 Penalty: 2868.402344
	Iteration 0F: 3 clusters Score -775650.7 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -777133.687500 Penalty: 2868.402344
	Iteration 1F: 3 clusters Score -777133.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -777340.125000 Penalty: 2868.402344
	Iteration 2F: 3 clusters Score -777340.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -777497.625000 Penalty: 2868.402344
	Iteration 3F: 3 clusters Score -777497.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -777640.312500 Penalty: 2868.402344
	Iteration 4Q: 3 clusters Score -777640.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -777799.437500 Penalty: 2868.402344
	Iteration 5Q: 3 clusters Score -777799.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -778019.187500 Penalty: 2868.402344
	Iteration 6Q: 3 clusters Score -778019.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -778383.312500 Penalty: 2868.402344
	Iteration 7F: 3 clusters Score -778383.3 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -779050.687500 Penalty: 2868.402344
	Iteration 8F: 3 clusters Score -779050.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -780138.687500 Penalty: 2868.402344
	Iteration 9F: 3 clusters Score -780138.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -781146.500000 Penalty: 2868.402344
	Iteration 10F: 3 clusters Score -781146.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -781618.125000 Penalty: 2868.402344
	Iteration 11Q: 3 clusters Score -781618.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -781910.687500 Penalty: 2868.402344
	Iteration 12Q: 3 clusters Score -781910.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -782012.125000 Penalty: 2868.402344
	Iteration 13Q: 3 clusters Score -782012.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -782036.875000 Penalty: 2868.402344
	Iteration 14Q: 3 clusters Score -782036.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -782057.062500 Penalty: 2868.402344
	Iteration 15Q: 3 clusters Score -782057.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -782069.875000 Penalty: 2868.402344
	Iteration 16Q: 3 clusters Score -782069.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -782078.562500 Penalty: 2868.402344
	Iteration 17Q: 3 clusters Score -782078.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -782081.812500 Penalty: 2868.402344
	Iteration 18Q: 3 clusters Score -782081.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -782084.250000 Penalty: 2868.402344
	Iteration 19Q: 3 clusters Score -782084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -782086.375000 Penalty: 2868.402344
	Iteration 20F: 3 clusters Score -782086.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -782084.562500 Penalty: 2868.402344
	Iteration 21Q: 3 clusters Score -782084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -782085.562500 Penalty: 2868.402344
	Iteration 22Q: 3 clusters Score -782085.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -782086.250000 Penalty: 2868.402344
	Iteration 23Q: 3 clusters Score -782086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -782086.250000 Penalty: 2868.402344
	Iteration 24F: 3 clusters Score -782086.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1040 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7431 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 4707 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Mstep: Class 40 contains 4426 members 
Entering Unmasked Estep 
Score: -40115424.000000 Penalty: 83189.664062
Splitting cluster 23 changes total score from -40114480.000000 to -40115424.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 24 (10493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Entering Unmasked Estep 
Score: -1188994.125000 Penalty: 1504.500366
	Iteration 0F: 2 clusters Score -1188994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1181480.250000 Penalty: 3009.000732
	Iteration 0F: 3 clusters Score -1181480 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1184187.250000 Penalty: 3009.000732
	Iteration 1F: 3 clusters Score -1184187 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1184760.000000 Penalty: 3009.000732
	Iteration 2F: 3 clusters Score -1184760 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1185431.000000 Penalty: 3009.000732
	Iteration 3F: 3 clusters Score -1185431 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1186130.750000 Penalty: 3009.000732
	Iteration 4F: 3 clusters Score -1186131 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1186697.375000 Penalty: 3009.000732
	Iteration 5F: 3 clusters Score -1186697 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1187153.000000 Penalty: 3009.000732
	Iteration 6F: 3 clusters Score -1187153 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1187520.000000 Penalty: 3009.000732
	Iteration 7Q: 3 clusters Score -1187520 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1187807.250000 Penalty: 3009.000732
	Iteration 8Q: 3 clusters Score -1187807 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1187991.625000 Penalty: 3009.000732
	Iteration 9Q: 3 clusters Score -1187992 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1188107.250000 Penalty: 3009.000732
	Iteration 10Q: 3 clusters Score -1188107 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1188171.250000 Penalty: 3009.000732
	Iteration 11Q: 3 clusters Score -1188171 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1188219.375000 Penalty: 3009.000732
	Iteration 12Q: 3 clusters Score -1188219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1188251.250000 Penalty: 3009.000732
	Iteration 13Q: 3 clusters Score -1188251 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1188276.500000 Penalty: 3009.000732
	Iteration 14Q: 3 clusters Score -1188276 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1188296.375000 Penalty: 3009.000732
	Iteration 15Q: 3 clusters Score -1188296 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1188308.250000 Penalty: 3009.000732
	Iteration 16Q: 3 clusters Score -1188308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1188320.250000 Penalty: 3009.000732
	Iteration 17Q: 3 clusters Score -1188320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1188328.750000 Penalty: 3009.000732
	Iteration 18Q: 3 clusters Score -1188329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1188332.625000 Penalty: 3009.000732
	Iteration 19Q: 3 clusters Score -1188333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1188336.000000 Penalty: 3009.000732
	Iteration 20F: 3 clusters Score -1188336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1188339.000000 Penalty: 3009.000732
	Iteration 21Q: 3 clusters Score -1188339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1188341.875000 Penalty: 3009.000732
	Iteration 22Q: 3 clusters Score -1188342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1188345.625000 Penalty: 3009.000732
	Iteration 23Q: 3 clusters Score -1188346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1188348.750000 Penalty: 3009.000732
	Iteration 24Q: 3 clusters Score -1188349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1188347.875000 Penalty: 3009.000732
	Iteration 25Q: 3 clusters Score -1188348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1188349.125000 Penalty: 3009.000732
	Iteration 26Q: 3 clusters Score -1188349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1188350.125000 Penalty: 3009.000732
	Iteration 27Q: 3 clusters Score -1188350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1188353.625000 Penalty: 3009.000732
	Iteration 28Q: 3 clusters Score -1188354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1188358.000000 Penalty: 3009.000732
	Iteration 29Q: 3 clusters Score -1188358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1188360.375000 Penalty: 3009.000732
	Iteration 30Q: 3 clusters Score -1188360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1188358.375000 Penalty: 3009.000732
	Iteration 31Q: 3 clusters Score -1188358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1188358.375000 Penalty: 3009.000732
	Iteration 32Q: 3 clusters Score -1188358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1188359.500000 Penalty: 3009.000732
	Iteration 33Q: 3 clusters Score -1188360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1188364.000000 Penalty: 3009.000732
	Iteration 34Q: 3 clusters Score -1188364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1188364.000000 Penalty: 3009.000732
	Iteration 35Q: 3 clusters Score -1188364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1188365.750000 Penalty: 3009.000732
	Iteration 36Q: 3 clusters Score -1188366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1188365.375000 Penalty: 3009.000732
	Iteration 37Q: 3 clusters Score -1188365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1188365.375000 Penalty: 3009.000732
	Iteration 38Q: 3 clusters Score -1188365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1188366.500000 Penalty: 3009.000732
	Iteration 39Q: 3 clusters Score -1188366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1188365.750000 Penalty: 3009.000732
	Iteration 40F: 3 clusters Score -1188366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -83932.679688 Penalty: 1076.410645
	Iteration 0F: 2 clusters Score -83932.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82626.593750 Penalty: 2152.821289
	Iteration 0F: 3 clusters Score -82626.59 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82813.804688 Penalty: 2152.821289
	Iteration 1F: 3 clusters Score -82813.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -82895.343750 Penalty: 2152.821289
	Iteration 2F: 3 clusters Score -82895.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82923.960938 Penalty: 2152.821289
	Iteration 3Q: 3 clusters Score -82923.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82934.562500 Penalty: 2152.821289
	Iteration 4Q: 3 clusters Score -82934.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82937.968750 Penalty: 2152.821289
	Iteration 5Q: 3 clusters Score -82937.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82944.554688 Penalty: 2152.821289
	Iteration 6Q: 3 clusters Score -82944.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -82956.968750 Penalty: 2152.821289
	Iteration 7Q: 3 clusters Score -82956.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82963.164062 Penalty: 2152.821289
	Iteration 8Q: 3 clusters Score -82963.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82974.398438 Penalty: 2152.821289
	Iteration 9Q: 3 clusters Score -82974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82982.015625 Penalty: 2152.821289
	Iteration 10Q: 3 clusters Score -82982.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82985.000000 Penalty: 2152.821289
	Iteration 11Q: 3 clusters Score -82985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82986.679688 Penalty: 2152.821289
	Iteration 12Q: 3 clusters Score -82986.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82989.546875 Penalty: 2152.821289
	Iteration 13Q: 3 clusters Score -82989.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -82990.453125 Penalty: 2152.821289
	Iteration 14Q: 3 clusters Score -82990.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82991.054688 Penalty: 2152.821289
	Iteration 15Q: 3 clusters Score -82991.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82991.054688 Penalty: 2152.821289
	Iteration 16F: 3 clusters Score -82991.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Entering Unmasked Estep 
Score: -232240.125000 Penalty: 1237.245483
	Iteration 0F: 2 clusters Score -232240.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -230124.562500 Penalty: 2474.490967
	Iteration 0F: 3 clusters Score -230124.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -230530.312500 Penalty: 2474.490967
	Iteration 1F: 3 clusters Score -230530.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -230610.796875 Penalty: 2474.490967
	Iteration 2F: 3 clusters Score -230610.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -230650.703125 Penalty: 2474.490967
	Iteration 3Q: 3 clusters Score -230650.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -230689.218750 Penalty: 2474.490967
	Iteration 4Q: 3 clusters Score -230689.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -230715.625000 Penalty: 2474.490967
	Iteration 5Q: 3 clusters Score -230715.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -230737.375000 Penalty: 2474.490967
	Iteration 6Q: 3 clusters Score -230737.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230759.921875 Penalty: 2474.490967
	Iteration 7Q: 3 clusters Score -230759.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -230778.421875 Penalty: 2474.490967
	Iteration 8Q: 3 clusters Score -230778.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230786.453125 Penalty: 2474.490967
	Iteration 9Q: 3 clusters Score -230786.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -230796.437500 Penalty: 2474.490967
	Iteration 10Q: 3 clusters Score -230796.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -230811.312500 Penalty: 2474.490967
	Iteration 11Q: 3 clusters Score -230811.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -230824.734375 Penalty: 2474.490967
	Iteration 12Q: 3 clusters Score -230824.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230834.578125 Penalty: 2474.490967
	Iteration 13Q: 3 clusters Score -230834.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -230841.187500 Penalty: 2474.490967
	Iteration 14Q: 3 clusters Score -230841.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230846.093750 Penalty: 2474.490967
	Iteration 15Q: 3 clusters Score -230846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -230852.078125 Penalty: 2474.490967
	Iteration 16Q: 3 clusters Score -230852.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -230856.265625 Penalty: 2474.490967
	Iteration 17Q: 3 clusters Score -230856.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -230858.640625 Penalty: 2474.490967
	Iteration 18Q: 3 clusters Score -230858.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -230861.593750 Penalty: 2474.490967
	Iteration 19Q: 3 clusters Score -230861.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -230865.500000 Penalty: 2474.490967
	Iteration 20F: 3 clusters Score -230865.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -230868.359375 Penalty: 2474.490967
	Iteration 21Q: 3 clusters Score -230868.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -230872.812500 Penalty: 2474.490967
	Iteration 22Q: 3 clusters Score -230872.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -230876.796875 Penalty: 2474.490967
	Iteration 23Q: 3 clusters Score -230876.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -230879.484375 Penalty: 2474.490967
	Iteration 24Q: 3 clusters Score -230879.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230881.265625 Penalty: 2474.490967
	Iteration 25Q: 3 clusters Score -230881.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -230881.984375 Penalty: 2474.490967
	Iteration 26Q: 3 clusters Score -230882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -230883.468750 Penalty: 2474.490967
	Iteration 27Q: 3 clusters Score -230883.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -230884.187500 Penalty: 2474.490967
	Iteration 28Q: 3 clusters Score -230884.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230884.156250 Penalty: 2474.490967
	Iteration 29Q: 3 clusters Score -230884.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -230884.156250 Penalty: 2474.490967
	Iteration 30F: 3 clusters Score -230884.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Entering Unmasked Estep 
Score: -89936.398438 Penalty: 1128.883667
	Iteration 0F: 2 clusters Score -89936.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -88578.953125 Penalty: 2257.767334
	Iteration 0F: 3 clusters Score -88578.95 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -89242.921875 Penalty: 2257.767334
	Iteration 1F: 3 clusters Score -89242.92 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89628.257812 Penalty: 2257.767334
	Iteration 2F: 3 clusters Score -89628.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89996.820312 Penalty: 2257.767334
	Iteration 3F: 3 clusters Score -89996.82 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -90364.203125 Penalty: 2257.767334
	Iteration 4F: 3 clusters Score -90364.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -90763.140625 Penalty: 2257.767334
	Iteration 5F: 3 clusters Score -90763.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -91106.234375 Penalty: 2257.767334
	Iteration 6Q: 3 clusters Score -91106.23 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -91187.906250 Penalty: 2257.767334
	Iteration 7Q: 3 clusters Score -91187.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91200.437500 Penalty: 2257.767334
	Iteration 8Q: 3 clusters Score -91200.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91205.500000 Penalty: 2257.767334
	Iteration 9Q: 3 clusters Score -91205.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91206.164062 Penalty: 2257.767334
	Iteration 10Q: 3 clusters Score -91206.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91206.164062 Penalty: 2257.767334
	Iteration 11F: 3 clusters Score -91206.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 7431 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 4707 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 378 members 
Entering Unmasked Estep 
Score: -40115708.000000 Penalty: 85269.406250
Splitting cluster 27 changes total score from -40114480.000000 to -40115708.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 28 (1786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Entering Unmasked Estep 
Score: -194933.140625 Penalty: 1216.756714
	Iteration 0F: 2 clusters Score -194933.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -193034.484375 Penalty: 2433.513428
	Iteration 0F: 3 clusters Score -193034.5 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -193473.906250 Penalty: 2433.513428
	Iteration 1F: 3 clusters Score -193473.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -193611.359375 Penalty: 2433.513428
	Iteration 2F: 3 clusters Score -193611.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193682.828125 Penalty: 2433.513428
	Iteration 3Q: 3 clusters Score -193682.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -193764.109375 Penalty: 2433.513428
	Iteration 4Q: 3 clusters Score -193764.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -193816.046875 Penalty: 2433.513428
	Iteration 5Q: 3 clusters Score -193816 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -193867.093750 Penalty: 2433.513428
	Iteration 6Q: 3 clusters Score -193867.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -193914.484375 Penalty: 2433.513428
	Iteration 7Q: 3 clusters Score -193914.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -193969.703125 Penalty: 2433.513428
	Iteration 8Q: 3 clusters Score -193969.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -194028.609375 Penalty: 2433.513428
	Iteration 9Q: 3 clusters Score -194028.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -194094.500000 Penalty: 2433.513428
	Iteration 10Q: 3 clusters Score -194094.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -194144.203125 Penalty: 2433.513428
	Iteration 11Q: 3 clusters Score -194144.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -194216.578125 Penalty: 2433.513428
	Iteration 12Q: 3 clusters Score -194216.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -194296.406250 Penalty: 2433.513428
	Iteration 13Q: 3 clusters Score -194296.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -194353.000000 Penalty: 2433.513428
	Iteration 14Q: 3 clusters Score -194353 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -194392.453125 Penalty: 2433.513428
	Iteration 15Q: 3 clusters Score -194392.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -194433.437500 Penalty: 2433.513428
	Iteration 16Q: 3 clusters Score -194433.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -194478.343750 Penalty: 2433.513428
	Iteration 17Q: 3 clusters Score -194478.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -194499.390625 Penalty: 2433.513428
	Iteration 18Q: 3 clusters Score -194499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -194505.562500 Penalty: 2433.513428
	Iteration 19Q: 3 clusters Score -194505.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -194523.125000 Penalty: 2433.513428
	Iteration 20F: 3 clusters Score -194523.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -194538.046875 Penalty: 2433.513428
	Iteration 21Q: 3 clusters Score -194538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -194549.687500 Penalty: 2433.513428
	Iteration 22Q: 3 clusters Score -194549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -194556.187500 Penalty: 2433.513428
	Iteration 23Q: 3 clusters Score -194556.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -194561.937500 Penalty: 2433.513428
	Iteration 24Q: 3 clusters Score -194561.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -194563.656250 Penalty: 2433.513428
	Iteration 25Q: 3 clusters Score -194563.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -194563.656250 Penalty: 2433.513428
	Iteration 26F: 3 clusters Score -194563.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (7431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Entering Unmasked Estep 
Score: -840369.375000 Penalty: 1448.430054
	Iteration 0F: 2 clusters Score -840369.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -834835.437500 Penalty: 2896.860107
	Iteration 0F: 3 clusters Score -834835.4 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -836560.937500 Penalty: 2896.860107
	Iteration 1F: 3 clusters Score -836560.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -836801.375000 Penalty: 2896.860107
	Iteration 2F: 3 clusters Score -836801.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -836976.625000 Penalty: 2896.860107
	Iteration 3F: 3 clusters Score -836976.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -837111.750000 Penalty: 2896.860107
	Iteration 4Q: 3 clusters Score -837111.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -837234.312500 Penalty: 2896.860107
	Iteration 5Q: 3 clusters Score -837234.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -837362.375000 Penalty: 2896.860107
	Iteration 6Q: 3 clusters Score -837362.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -837496.937500 Penalty: 2896.860107
	Iteration 7Q: 3 clusters Score -837496.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -837630.437500 Penalty: 2896.860107
	Iteration 8Q: 3 clusters Score -837630.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -837761.250000 Penalty: 2896.860107
	Iteration 9Q: 3 clusters Score -837761.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -837896.500000 Penalty: 2896.860107
	Iteration 10Q: 3 clusters Score -837896.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -838030.187500 Penalty: 2896.860107
	Iteration 11Q: 3 clusters Score -838030.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -838161.312500 Penalty: 2896.860107
	Iteration 12Q: 3 clusters Score -838161.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -838295.562500 Penalty: 2896.860107
	Iteration 13Q: 3 clusters Score -838295.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -838417.250000 Penalty: 2896.860107
	Iteration 14Q: 3 clusters Score -838417.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -838535.375000 Penalty: 2896.860107
	Iteration 15Q: 3 clusters Score -838535.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -838632.187500 Penalty: 2896.860107
	Iteration 16Q: 3 clusters Score -838632.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -838722.437500 Penalty: 2896.860107
	Iteration 17Q: 3 clusters Score -838722.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -838798.000000 Penalty: 2896.860107
	Iteration 18Q: 3 clusters Score -838798 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -838863.875000 Penalty: 2896.860107
	Iteration 19Q: 3 clusters Score -838863.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -838948.250000 Penalty: 2896.860107
	Iteration 20F: 3 clusters Score -838948.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -839028.937500 Penalty: 2896.860107
	Iteration 21Q: 3 clusters Score -839028.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -839077.000000 Penalty: 2896.860107
	Iteration 22Q: 3 clusters Score -839077 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -839101.312500 Penalty: 2896.860107
	Iteration 23Q: 3 clusters Score -839101.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -839119.500000 Penalty: 2896.860107
	Iteration 24Q: 3 clusters Score -839119.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -839138.437500 Penalty: 2896.860107
	Iteration 25Q: 3 clusters Score -839138.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -839147.625000 Penalty: 2896.860107
	Iteration 26Q: 3 clusters Score -839147.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -839157.750000 Penalty: 2896.860107
	Iteration 27Q: 3 clusters Score -839157.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -839170.750000 Penalty: 2896.860107
	Iteration 28Q: 3 clusters Score -839170.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -839176.625000 Penalty: 2896.860107
	Iteration 29Q: 3 clusters Score -839176.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -839184.562500 Penalty: 2896.860107
	Iteration 30Q: 3 clusters Score -839184.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -839189.562500 Penalty: 2896.860107
	Iteration 31Q: 3 clusters Score -839189.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -839192.375000 Penalty: 2896.860107
	Iteration 32Q: 3 clusters Score -839192.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -839201.062500 Penalty: 2896.860107
	Iteration 33Q: 3 clusters Score -839201.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -839205.750000 Penalty: 2896.860107
	Iteration 34Q: 3 clusters Score -839205.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -839209.312500 Penalty: 2896.860107
	Iteration 35Q: 3 clusters Score -839209.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -839210.875000 Penalty: 2896.860107
	Iteration 36Q: 3 clusters Score -839210.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -839212.812500 Penalty: 2896.860107
	Iteration 37Q: 3 clusters Score -839212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -839214.812500 Penalty: 2896.860107
	Iteration 38Q: 3 clusters Score -839214.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -839214.437500 Penalty: 2896.860107
	Iteration 39Q: 3 clusters Score -839214.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -839216.250000 Penalty: 2896.860107
	Iteration 40F: 3 clusters Score -839216.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -839219.875000 Penalty: 2896.860107
	Iteration 41Q: 3 clusters Score -839219.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -839224.250000 Penalty: 2896.860107
	Iteration 42Q: 3 clusters Score -839224.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -839224.937500 Penalty: 2896.860107
	Iteration 43Q: 3 clusters Score -839224.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -839225.500000 Penalty: 2896.860107
	Iteration 44Q: 3 clusters Score -839225.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -839226.562500 Penalty: 2896.860107
	Iteration 45Q: 3 clusters Score -839226.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -839230.125000 Penalty: 2896.860107
	Iteration 46Q: 3 clusters Score -839230.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -839230.875000 Penalty: 2896.860107
	Iteration 47Q: 3 clusters Score -839230.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -839230.875000 Penalty: 2896.860107
	Iteration 48Q: 3 clusters Score -839230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -839232.375000 Penalty: 2896.860107
	Iteration 49Q: 3 clusters Score -839232.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -839234.312500 Penalty: 2896.860107
	Iteration 50Q: 3 clusters Score -839234.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -839234.937500 Penalty: 2896.860107
	Iteration 51Q: 3 clusters Score -839234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -839234.750000 Penalty: 2896.860107
	Iteration 52Q: 3 clusters Score -839234.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -839234.437500 Penalty: 2896.860107
	Iteration 53Q: 3 clusters Score -839234.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -839236.000000 Penalty: 2896.860107
	Iteration 54Q: 3 clusters Score -839236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -839235.062500 Penalty: 2896.860107
	Iteration 55Q: 3 clusters Score -839235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -839235.812500 Penalty: 2896.860107
	Iteration 56Q: 3 clusters Score -839235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -839235.750000 Penalty: 2896.860107
	Iteration 57Q: 3 clusters Score -839235.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -839236.812500 Penalty: 2896.860107
	Iteration 58Q: 3 clusters Score -839236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -839236.312500 Penalty: 2896.860107
	Iteration 59Q: 3 clusters Score -839236.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -839235.500000 Penalty: 2896.860107
	Iteration 60F: 3 clusters Score -839235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -839236.375000 Penalty: 2896.860107
	Iteration 61Q: 3 clusters Score -839236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -839237.125000 Penalty: 2896.860107
	Iteration 62Q: 3 clusters Score -839237.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -839239.375000 Penalty: 2896.860107
	Iteration 63Q: 3 clusters Score -839239.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -839240.812500 Penalty: 2896.860107
	Iteration 64Q: 3 clusters Score -839240.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -839245.312500 Penalty: 2896.860107
	Iteration 65Q: 3 clusters Score -839245.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -839245.687500 Penalty: 2896.860107
	Iteration 66Q: 3 clusters Score -839245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -839246.500000 Penalty: 2896.860107
	Iteration 67Q: 3 clusters Score -839246.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -839244.937500 Penalty: 2896.860107
	Iteration 68Q: 3 clusters Score -839244.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -839246.437500 Penalty: 2896.860107
	Iteration 69Q: 3 clusters Score -839246.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -839245.875000 Penalty: 2896.860107
	Iteration 70Q: 3 clusters Score -839245.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -839247.812500 Penalty: 2896.860107
	Iteration 71Q: 3 clusters Score -839247.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -839251.125000 Penalty: 2896.860107
	Iteration 72Q: 3 clusters Score -839251.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -839256.000000 Penalty: 2896.860107
	Iteration 73Q: 3 clusters Score -839256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -839260.125000 Penalty: 2896.860107
	Iteration 74Q: 3 clusters Score -839260.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -839263.187500 Penalty: 2896.860107
	Iteration 75Q: 3 clusters Score -839263.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -839268.625000 Penalty: 2896.860107
	Iteration 76Q: 3 clusters Score -839268.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -839276.187500 Penalty: 2896.860107
	Iteration 77Q: 3 clusters Score -839276.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -839281.437500 Penalty: 2896.860107
	Iteration 78Q: 3 clusters Score -839281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -839286.500000 Penalty: 2896.860107
	Iteration 79Q: 3 clusters Score -839286.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -839295.812500 Penalty: 2896.860107
	Iteration 80F: 3 clusters Score -839295.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -839304.937500 Penalty: 2896.860107
	Iteration 81Q: 3 clusters Score -839304.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -839318.625000 Penalty: 2896.860107
	Iteration 82Q: 3 clusters Score -839318.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -839335.062500 Penalty: 2896.860107
	Iteration 83Q: 3 clusters Score -839335.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -839351.937500 Penalty: 2896.860107
	Iteration 84Q: 3 clusters Score -839351.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -839370.250000 Penalty: 2896.860107
	Iteration 85Q: 3 clusters Score -839370.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -839383.250000 Penalty: 2896.860107
	Iteration 86Q: 3 clusters Score -839383.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -839396.375000 Penalty: 2896.860107
	Iteration 87Q: 3 clusters Score -839396.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -839409.812500 Penalty: 2896.860107
	Iteration 88Q: 3 clusters Score -839409.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -839417.250000 Penalty: 2896.860107
	Iteration 89Q: 3 clusters Score -839417.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -839429.875000 Penalty: 2896.860107
	Iteration 90Q: 3 clusters Score -839429.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -839454.125000 Penalty: 2896.860107
	Iteration 91Q: 3 clusters Score -839454.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -839476.875000 Penalty: 2896.860107
	Iteration 92Q: 3 clusters Score -839476.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -839499.437500 Penalty: 2896.860107
	Iteration 93Q: 3 clusters Score -839499.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -839533.312500 Penalty: 2896.860107
	Iteration 94Q: 3 clusters Score -839533.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -839575.875000 Penalty: 2896.860107
	Iteration 95Q: 3 clusters Score -839575.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -839618.625000 Penalty: 2896.860107
	Iteration 96Q: 3 clusters Score -839618.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -839674.687500 Penalty: 2896.860107
	Iteration 97Q: 3 clusters Score -839674.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -839742.000000 Penalty: 2896.860107
	Iteration 98Q: 3 clusters Score -839742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -839800.687500 Penalty: 2896.860107
	Iteration 99Q: 3 clusters Score -839800.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -839861.312500 Penalty: 2896.860107
	Iteration 100F: 3 clusters Score -839861.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -839923.687500 Penalty: 2896.860107
	Iteration 101Q: 3 clusters Score -839923.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -839980.812500 Penalty: 2896.860107
	Iteration 102Q: 3 clusters Score -839980.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -840017.125000 Penalty: 2896.860107
	Iteration 103Q: 3 clusters Score -840017.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -840040.812500 Penalty: 2896.860107
	Iteration 104Q: 3 clusters Score -840040.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -840059.687500 Penalty: 2896.860107
	Iteration 105Q: 3 clusters Score -840059.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -840073.250000 Penalty: 2896.860107
	Iteration 106Q: 3 clusters Score -840073.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -840086.500000 Penalty: 2896.860107
	Iteration 107Q: 3 clusters Score -840086.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -840092.562500 Penalty: 2896.860107
	Iteration 108Q: 3 clusters Score -840092.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -840104.812500 Penalty: 2896.860107
	Iteration 109Q: 3 clusters Score -840104.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -840113.250000 Penalty: 2896.860107
	Iteration 110Q: 3 clusters Score -840113.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -840122.625000 Penalty: 2896.860107
	Iteration 111Q: 3 clusters Score -840122.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -840126.000000 Penalty: 2896.860107
	Iteration 112Q: 3 clusters Score -840126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -840129.437500 Penalty: 2896.860107
	Iteration 113Q: 3 clusters Score -840129.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -840136.875000 Penalty: 2896.860107
	Iteration 114Q: 3 clusters Score -840136.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -840145.250000 Penalty: 2896.860107
	Iteration 115Q: 3 clusters Score -840145.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -840154.125000 Penalty: 2896.860107
	Iteration 116Q: 3 clusters Score -840154.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -840162.750000 Penalty: 2896.860107
	Iteration 117Q: 3 clusters Score -840162.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -840184.062500 Penalty: 2896.860107
	Iteration 118Q: 3 clusters Score -840184.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -840207.250000 Penalty: 2896.860107
	Iteration 119Q: 3 clusters Score -840207.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -840241.500000 Penalty: 2896.860107
	Iteration 120F: 3 clusters Score -840241.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -840274.062500 Penalty: 2896.860107
	Iteration 121Q: 3 clusters Score -840274.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -840308.437500 Penalty: 2896.860107
	Iteration 122Q: 3 clusters Score -840308.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -840347.750000 Penalty: 2896.860107
	Iteration 123Q: 3 clusters Score -840347.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -840384.125000 Penalty: 2896.860107
	Iteration 124Q: 3 clusters Score -840384.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -840410.375000 Penalty: 2896.860107
	Iteration 125Q: 3 clusters Score -840410.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -840431.625000 Penalty: 2896.860107
	Iteration 126Q: 3 clusters Score -840431.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -840449.375000 Penalty: 2896.860107
	Iteration 127Q: 3 clusters Score -840449.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -840465.437500 Penalty: 2896.860107
	Iteration 128Q: 3 clusters Score -840465.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -840482.437500 Penalty: 2896.860107
	Iteration 129Q: 3 clusters Score -840482.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -840494.687500 Penalty: 2896.860107
	Iteration 130Q: 3 clusters Score -840494.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -840508.500000 Penalty: 2896.860107
	Iteration 131Q: 3 clusters Score -840508.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -840513.625000 Penalty: 2896.860107
	Iteration 132Q: 3 clusters Score -840513.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -840521.250000 Penalty: 2896.860107
	Iteration 133Q: 3 clusters Score -840521.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -840525.625000 Penalty: 2896.860107
	Iteration 134Q: 3 clusters Score -840525.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -840528.562500 Penalty: 2896.860107
	Iteration 135Q: 3 clusters Score -840528.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -840536.187500 Penalty: 2896.860107
	Iteration 136Q: 3 clusters Score -840536.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -840537.937500 Penalty: 2896.860107
	Iteration 137Q: 3 clusters Score -840537.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -840540.250000 Penalty: 2896.860107
	Iteration 138Q: 3 clusters Score -840540.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -840540.875000 Penalty: 2896.860107
	Iteration 139Q: 3 clusters Score -840540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -840540.375000 Penalty: 2896.860107
	Iteration 140F: 3 clusters Score -840540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 15982 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 4707 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 378 members 
Mstep: Class 42 contains 1868 members 
Entering Unmasked Estep 
Score: -40115204.000000 Penalty: 87349.148438
Splitting cluster 29 changes total score from -40114480.000000 to -40115204.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 30 (15982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Entering Unmasked Estep 
Score: -1843606.625000 Penalty: 1572.872925
	Iteration 0F: 2 clusters Score -1843607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1832778.625000 Penalty: 3145.745850
	Iteration 0F: 3 clusters Score -1832779 nChanged 7048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1836696.250000 Penalty: 3145.745850
	Iteration 1F: 3 clusters Score -1836696 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1837264.875000 Penalty: 3145.745850
	Iteration 2F: 3 clusters Score -1837265 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1837986.500000 Penalty: 3145.745850
	Iteration 3F: 3 clusters Score -1837986 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1839059.375000 Penalty: 3145.745850
	Iteration 4F: 3 clusters Score -1839059 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1840588.875000 Penalty: 3145.745850
	Iteration 5F: 3 clusters Score -1840589 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1842694.875000 Penalty: 3145.745850
	Iteration 6F: 3 clusters Score -1842695 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -1844331.875000 Penalty: 3145.745850
	Iteration 7F: 3 clusters Score -1844332 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1845422.250000 Penalty: 3145.745850
	Iteration 8F: 3 clusters Score -1845422 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1846145.500000 Penalty: 3145.745850
	Iteration 9Q: 3 clusters Score -1846146 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1846654.500000 Penalty: 3145.745850
	Iteration 10Q: 3 clusters Score -1846654 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1846983.750000 Penalty: 3145.745850
	Iteration 11Q: 3 clusters Score -1846984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1847236.000000 Penalty: 3145.745850
	Iteration 12Q: 3 clusters Score -1847236 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1847441.375000 Penalty: 3145.745850
	Iteration 13Q: 3 clusters Score -1847441 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1847572.875000 Penalty: 3145.745850
	Iteration 14Q: 3 clusters Score -1847573 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1847644.000000 Penalty: 3145.745850
	Iteration 15Q: 3 clusters Score -1847644 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1847693.125000 Penalty: 3145.745850
	Iteration 16Q: 3 clusters Score -1847693 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1847714.875000 Penalty: 3145.745850
	Iteration 17Q: 3 clusters Score -1847715 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1847714.875000 Penalty: 3145.745850
	Iteration 18Q: 3 clusters Score -1847715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1847726.750000 Penalty: 3145.745850
	Iteration 19Q: 3 clusters Score -1847727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1847733.000000 Penalty: 3145.745850
	Iteration 20F: 3 clusters Score -1847733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1847739.750000 Penalty: 3145.745850
	Iteration 21Q: 3 clusters Score -1847740 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1847735.875000 Penalty: 3145.745850
	Iteration 22Q: 3 clusters Score -1847736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -1847737.500000 Penalty: 3145.745850
	Iteration 23Q: 3 clusters Score -1847738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1847737.000000 Penalty: 3145.745850
	Iteration 24Q: 3 clusters Score -1847737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1847742.375000 Penalty: 3145.745850
	Iteration 25Q: 3 clusters Score -1847742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1847742.625000 Penalty: 3145.745850
	Iteration 26Q: 3 clusters Score -1847743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1847742.625000 Penalty: 3145.745850
	Iteration 27F: 3 clusters Score -1847743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 10229 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 4707 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 378 members 
Mstep: Class 42 contains 1868 members 
Mstep: Class 43 contains 5753 members 
Entering Unmasked Estep 
Score: -40118940.000000 Penalty: 89428.890625
Splitting cluster 30 changes total score from -40114480.000000 to -40118940.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 31 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -198127.984375 Penalty: 1218.206055
	Iteration 0F: 2 clusters Score -198128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -196212.312500 Penalty: 2436.412109
	Iteration 0F: 3 clusters Score -196212.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -196690.437500 Penalty: 2436.412109
	Iteration 1F: 3 clusters Score -196690.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -196913.375000 Penalty: 2436.412109
	Iteration 2F: 3 clusters Score -196913.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -197148.453125 Penalty: 2436.412109
	Iteration 3F: 3 clusters Score -197148.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -197391.078125 Penalty: 2436.412109
	Iteration 4F: 3 clusters Score -197391.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -197573.140625 Penalty: 2436.412109
	Iteration 5F: 3 clusters Score -197573.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -197687.515625 Penalty: 2436.412109
	Iteration 6F: 3 clusters Score -197687.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -197746.875000 Penalty: 2436.412109
	Iteration 7Q: 3 clusters Score -197746.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -197790.390625 Penalty: 2436.412109
	Iteration 8Q: 3 clusters Score -197790.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -197817.546875 Penalty: 2436.412109
	Iteration 9Q: 3 clusters Score -197817.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -197839.359375 Penalty: 2436.412109
	Iteration 10Q: 3 clusters Score -197839.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -197856.125000 Penalty: 2436.412109
	Iteration 11Q: 3 clusters Score -197856.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -197867.281250 Penalty: 2436.412109
	Iteration 12Q: 3 clusters Score -197867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -197875.640625 Penalty: 2436.412109
	Iteration 13Q: 3 clusters Score -197875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -197882.500000 Penalty: 2436.412109
	Iteration 14Q: 3 clusters Score -197882.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197884.343750 Penalty: 2436.412109
	Iteration 15Q: 3 clusters Score -197884.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197885.125000 Penalty: 2436.412109
	Iteration 16Q: 3 clusters Score -197885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -197885.156250 Penalty: 2436.412109
	Iteration 17Q: 3 clusters Score -197885.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197886.765625 Penalty: 2436.412109
	Iteration 18Q: 3 clusters Score -197886.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -197886.765625 Penalty: 2436.412109
	Iteration 19F: 3 clusters Score -197886.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Entering Unmasked Estep 
Score: -547809.937500 Penalty: 1378.389038
	Iteration 0F: 2 clusters Score -547809.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -543953.937500 Penalty: 2756.778076
	Iteration 0F: 3 clusters Score -543953.9 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -544999.125000 Penalty: 2756.778076
	Iteration 1F: 3 clusters Score -544999.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -545204.437500 Penalty: 2756.778076
	Iteration 2F: 3 clusters Score -545204.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -545344.687500 Penalty: 2756.778076
	Iteration 3F: 3 clusters Score -545344.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -545438.437500 Penalty: 2756.778076
	Iteration 4Q: 3 clusters Score -545438.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -545506.375000 Penalty: 2756.778076
	Iteration 5Q: 3 clusters Score -545506.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -545578.500000 Penalty: 2756.778076
	Iteration 6Q: 3 clusters Score -545578.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -545657.187500 Penalty: 2756.778076
	Iteration 7Q: 3 clusters Score -545657.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -545728.750000 Penalty: 2756.778076
	Iteration 8Q: 3 clusters Score -545728.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -545807.875000 Penalty: 2756.778076
	Iteration 9Q: 3 clusters Score -545807.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -545875.875000 Penalty: 2756.778076
	Iteration 10Q: 3 clusters Score -545875.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -545934.312500 Penalty: 2756.778076
	Iteration 11Q: 3 clusters Score -545934.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -545995.375000 Penalty: 2756.778076
	Iteration 12Q: 3 clusters Score -545995.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -546064.562500 Penalty: 2756.778076
	Iteration 13Q: 3 clusters Score -546064.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -546127.062500 Penalty: 2756.778076
	Iteration 14Q: 3 clusters Score -546127.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -546175.625000 Penalty: 2756.778076
	Iteration 15Q: 3 clusters Score -546175.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -546209.250000 Penalty: 2756.778076
	Iteration 16Q: 3 clusters Score -546209.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -546241.812500 Penalty: 2756.778076
	Iteration 17Q: 3 clusters Score -546241.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -546269.000000 Penalty: 2756.778076
	Iteration 18Q: 3 clusters Score -546269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -546301.062500 Penalty: 2756.778076
	Iteration 19Q: 3 clusters Score -546301.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -546327.937500 Penalty: 2756.778076
	Iteration 20F: 3 clusters Score -546327.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -546351.812500 Penalty: 2756.778076
	Iteration 21Q: 3 clusters Score -546351.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -546377.062500 Penalty: 2756.778076
	Iteration 22Q: 3 clusters Score -546377.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -546400.687500 Penalty: 2756.778076
	Iteration 23Q: 3 clusters Score -546400.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -546417.875000 Penalty: 2756.778076
	Iteration 24Q: 3 clusters Score -546417.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -546431.312500 Penalty: 2756.778076
	Iteration 25Q: 3 clusters Score -546431.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -546439.562500 Penalty: 2756.778076
	Iteration 26Q: 3 clusters Score -546439.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -546450.937500 Penalty: 2756.778076
	Iteration 27Q: 3 clusters Score -546450.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -546456.937500 Penalty: 2756.778076
	Iteration 28Q: 3 clusters Score -546456.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -546461.625000 Penalty: 2756.778076
	Iteration 29Q: 3 clusters Score -546461.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -546467.250000 Penalty: 2756.778076
	Iteration 30Q: 3 clusters Score -546467.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -546471.875000 Penalty: 2756.778076
	Iteration 31Q: 3 clusters Score -546471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -546477.312500 Penalty: 2756.778076
	Iteration 32Q: 3 clusters Score -546477.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -546482.687500 Penalty: 2756.778076
	Iteration 33Q: 3 clusters Score -546482.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -546489.937500 Penalty: 2756.778076
	Iteration 34Q: 3 clusters Score -546489.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -546497.812500 Penalty: 2756.778076
	Iteration 35Q: 3 clusters Score -546497.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -546503.187500 Penalty: 2756.778076
	Iteration 36Q: 3 clusters Score -546503.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -546509.750000 Penalty: 2756.778076
	Iteration 37Q: 3 clusters Score -546509.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -546516.562500 Penalty: 2756.778076
	Iteration 38Q: 3 clusters Score -546516.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -546525.750000 Penalty: 2756.778076
	Iteration 39Q: 3 clusters Score -546525.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -546535.437500 Penalty: 2756.778076
	Iteration 40F: 3 clusters Score -546535.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -546543.375000 Penalty: 2756.778076
	Iteration 41Q: 3 clusters Score -546543.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -546551.437500 Penalty: 2756.778076
	Iteration 42Q: 3 clusters Score -546551.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -546561.562500 Penalty: 2756.778076
	Iteration 43Q: 3 clusters Score -546561.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -546573.250000 Penalty: 2756.778076
	Iteration 44Q: 3 clusters Score -546573.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -546582.250000 Penalty: 2756.778076
	Iteration 45Q: 3 clusters Score -546582.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -546589.750000 Penalty: 2756.778076
	Iteration 46Q: 3 clusters Score -546589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -546598.062500 Penalty: 2756.778076
	Iteration 47Q: 3 clusters Score -546598.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -546606.562500 Penalty: 2756.778076
	Iteration 48Q: 3 clusters Score -546606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -546614.937500 Penalty: 2756.778076
	Iteration 49Q: 3 clusters Score -546614.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -546624.062500 Penalty: 2756.778076
	Iteration 50Q: 3 clusters Score -546624.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -546632.562500 Penalty: 2756.778076
	Iteration 51Q: 3 clusters Score -546632.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -546640.437500 Penalty: 2756.778076
	Iteration 52Q: 3 clusters Score -546640.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -546647.000000 Penalty: 2756.778076
	Iteration 53Q: 3 clusters Score -546647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -546655.625000 Penalty: 2756.778076
	Iteration 54Q: 3 clusters Score -546655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -546664.187500 Penalty: 2756.778076
	Iteration 55Q: 3 clusters Score -546664.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -546670.437500 Penalty: 2756.778076
	Iteration 56Q: 3 clusters Score -546670.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -546678.000000 Penalty: 2756.778076
	Iteration 57Q: 3 clusters Score -546678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -546685.812500 Penalty: 2756.778076
	Iteration 58Q: 3 clusters Score -546685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -546690.250000 Penalty: 2756.778076
	Iteration 59Q: 3 clusters Score -546690.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -546692.625000 Penalty: 2756.778076
	Iteration 60F: 3 clusters Score -546692.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -546696.000000 Penalty: 2756.778076
	Iteration 61Q: 3 clusters Score -546696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -546697.812500 Penalty: 2756.778076
	Iteration 62Q: 3 clusters Score -546697.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -546699.687500 Penalty: 2756.778076
	Iteration 63Q: 3 clusters Score -546699.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -546701.625000 Penalty: 2756.778076
	Iteration 64Q: 3 clusters Score -546701.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -546703.562500 Penalty: 2756.778076
	Iteration 65Q: 3 clusters Score -546703.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -546706.875000 Penalty: 2756.778076
	Iteration 66Q: 3 clusters Score -546706.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -546709.312500 Penalty: 2756.778076
	Iteration 67Q: 3 clusters Score -546709.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -546710.937500 Penalty: 2756.778076
	Iteration 68Q: 3 clusters Score -546710.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -546710.125000 Penalty: 2756.778076
	Iteration 69Q: 3 clusters Score -546710.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -546710.125000 Penalty: 2756.778076
	Iteration 70F: 3 clusters Score -546710.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Entering Unmasked Estep 
Score: -210946.296875 Penalty: 1226.383301
	Iteration 0F: 2 clusters Score -210946.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -208913.328125 Penalty: 2452.766602
	Iteration 0F: 3 clusters Score -208913.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209390.671875 Penalty: 2452.766602
	Iteration 1F: 3 clusters Score -209390.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -209529.312500 Penalty: 2452.766602
	Iteration 2F: 3 clusters Score -209529.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -209634.281250 Penalty: 2452.766602
	Iteration 3F: 3 clusters Score -209634.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -209687.515625 Penalty: 2452.766602
	Iteration 4Q: 3 clusters Score -209687.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -209724.578125 Penalty: 2452.766602
	Iteration 5Q: 3 clusters Score -209724.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -209752.187500 Penalty: 2452.766602
	Iteration 6Q: 3 clusters Score -209752.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -209773.562500 Penalty: 2452.766602
	Iteration 7Q: 3 clusters Score -209773.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -209792.859375 Penalty: 2452.766602
	Iteration 8Q: 3 clusters Score -209792.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -209810.171875 Penalty: 2452.766602
	Iteration 9Q: 3 clusters Score -209810.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -209821.484375 Penalty: 2452.766602
	Iteration 10Q: 3 clusters Score -209821.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -209831.812500 Penalty: 2452.766602
	Iteration 11Q: 3 clusters Score -209831.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -209838.468750 Penalty: 2452.766602
	Iteration 12Q: 3 clusters Score -209838.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -209846.406250 Penalty: 2452.766602
	Iteration 13Q: 3 clusters Score -209846.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -209863.203125 Penalty: 2452.766602
	Iteration 14Q: 3 clusters Score -209863.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -209887.843750 Penalty: 2452.766602
	Iteration 15Q: 3 clusters Score -209887.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -209907.312500 Penalty: 2452.766602
	Iteration 16Q: 3 clusters Score -209907.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -209930.437500 Penalty: 2452.766602
	Iteration 17Q: 3 clusters Score -209930.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -209953.890625 Penalty: 2452.766602
	Iteration 18Q: 3 clusters Score -209953.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -209977.906250 Penalty: 2452.766602
	Iteration 19Q: 3 clusters Score -209977.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -210005.156250 Penalty: 2452.766602
	Iteration 20F: 3 clusters Score -210005.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -210031.531250 Penalty: 2452.766602
	Iteration 21Q: 3 clusters Score -210031.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -210052.203125 Penalty: 2452.766602
	Iteration 22Q: 3 clusters Score -210052.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -210070.593750 Penalty: 2452.766602
	Iteration 23Q: 3 clusters Score -210070.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -210078.875000 Penalty: 2452.766602
	Iteration 24Q: 3 clusters Score -210078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -210085.546875 Penalty: 2452.766602
	Iteration 25Q: 3 clusters Score -210085.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -210089.750000 Penalty: 2452.766602
	Iteration 26Q: 3 clusters Score -210089.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -210096.078125 Penalty: 2452.766602
	Iteration 27Q: 3 clusters Score -210096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -210101.687500 Penalty: 2452.766602
	Iteration 28Q: 3 clusters Score -210101.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -210109.515625 Penalty: 2452.766602
	Iteration 29Q: 3 clusters Score -210109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -210114.671875 Penalty: 2452.766602
	Iteration 30Q: 3 clusters Score -210114.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -210121.359375 Penalty: 2452.766602
	Iteration 31Q: 3 clusters Score -210121.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -210133.531250 Penalty: 2452.766602
	Iteration 32Q: 3 clusters Score -210133.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -210151.734375 Penalty: 2452.766602
	Iteration 33Q: 3 clusters Score -210151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -210173.921875 Penalty: 2452.766602
	Iteration 34Q: 3 clusters Score -210173.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -210192.328125 Penalty: 2452.766602
	Iteration 35Q: 3 clusters Score -210192.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -210208.218750 Penalty: 2452.766602
	Iteration 36Q: 3 clusters Score -210208.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -210229.750000 Penalty: 2452.766602
	Iteration 37Q: 3 clusters Score -210229.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -210248.750000 Penalty: 2452.766602
	Iteration 38Q: 3 clusters Score -210248.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -210265.250000 Penalty: 2452.766602
	Iteration 39Q: 3 clusters Score -210265.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -210272.843750 Penalty: 2452.766602
	Iteration 40F: 3 clusters Score -210272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -210279.046875 Penalty: 2452.766602
	Iteration 41Q: 3 clusters Score -210279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -210285.609375 Penalty: 2452.766602
	Iteration 42Q: 3 clusters Score -210285.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -210294.031250 Penalty: 2452.766602
	Iteration 43Q: 3 clusters Score -210294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -210296.546875 Penalty: 2452.766602
	Iteration 44Q: 3 clusters Score -210296.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -210296.937500 Penalty: 2452.766602
	Iteration 45Q: 3 clusters Score -210296.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -210296.937500 Penalty: 2452.766602
	Iteration 46F: 3 clusters Score -210296.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Entering Unmasked Estep 
Score: -178308.937500 Penalty: 1193.621826
	Iteration 0F: 2 clusters Score -178308.9 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 762 members 
Entering Unmasked Estep 
Score: -176544.500000 Penalty: 2387.243652
	Iteration 0F: 3 clusters Score -176544.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -176890.406250 Penalty: 2387.243652
	Iteration 1F: 3 clusters Score -176890.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -176963.078125 Penalty: 2387.243652
	Iteration 2F: 3 clusters Score -176963.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176994.812500 Penalty: 2387.243652
	Iteration 3Q: 3 clusters Score -176994.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -177017.828125 Penalty: 2387.243652
	Iteration 4Q: 3 clusters Score -177017.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -177033.031250 Penalty: 2387.243652
	Iteration 5Q: 3 clusters Score -177033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -177041.093750 Penalty: 2387.243652
	Iteration 6Q: 3 clusters Score -177041.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177050.875000 Penalty: 2387.243652
	Iteration 7Q: 3 clusters Score -177050.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -177056.812500 Penalty: 2387.243652
	Iteration 8Q: 3 clusters Score -177056.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177069.421875 Penalty: 2387.243652
	Iteration 9Q: 3 clusters Score -177069.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177081.890625 Penalty: 2387.243652
	Iteration 10Q: 3 clusters Score -177081.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -177089.218750 Penalty: 2387.243652
	Iteration 11Q: 3 clusters Score -177089.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -177098.984375 Penalty: 2387.243652
	Iteration 12Q: 3 clusters Score -177099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -177102.640625 Penalty: 2387.243652
	Iteration 13Q: 3 clusters Score -177102.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177104.312500 Penalty: 2387.243652
	Iteration 14Q: 3 clusters Score -177104.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177104.750000 Penalty: 2387.243652
	Iteration 15Q: 3 clusters Score -177104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -177104.750000 Penalty: 2387.243652
	Iteration 16F: 3 clusters Score -177104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (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: -448609.781250 Penalty: 1348.067261
	Iteration 0F: 2 clusters Score -448609.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -445234.843750 Penalty: 2696.134521
	Iteration 0F: 3 clusters Score -445234.8 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -446125.812500 Penalty: 2696.134521
	Iteration 1F: 3 clusters Score -446125.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -446357.000000 Penalty: 2696.134521
	Iteration 2F: 3 clusters Score -446357 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -446528.531250 Penalty: 2696.134521
	Iteration 3F: 3 clusters Score -446528.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -446650.937500 Penalty: 2696.134521
	Iteration 4Q: 3 clusters Score -446650.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -446745.500000 Penalty: 2696.134521
	Iteration 5Q: 3 clusters Score -446745.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -446828.625000 Penalty: 2696.134521
	Iteration 6Q: 3 clusters Score -446828.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -446932.625000 Penalty: 2696.134521
	Iteration 7Q: 3 clusters Score -446932.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -447047.593750 Penalty: 2696.134521
	Iteration 8Q: 3 clusters Score -447047.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -447189.937500 Penalty: 2696.134521
	Iteration 9Q: 3 clusters Score -447189.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -447299.625000 Penalty: 2696.134521
	Iteration 10Q: 3 clusters Score -447299.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -447366.375000 Penalty: 2696.134521
	Iteration 11Q: 3 clusters Score -447366.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -447404.000000 Penalty: 2696.134521
	Iteration 12Q: 3 clusters Score -447404 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -447444.875000 Penalty: 2696.134521
	Iteration 13Q: 3 clusters Score -447444.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -447488.250000 Penalty: 2696.134521
	Iteration 14Q: 3 clusters Score -447488.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -447515.875000 Penalty: 2696.134521
	Iteration 15Q: 3 clusters Score -447515.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -447540.593750 Penalty: 2696.134521
	Iteration 16Q: 3 clusters Score -447540.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -447559.468750 Penalty: 2696.134521
	Iteration 17Q: 3 clusters Score -447559.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -447569.750000 Penalty: 2696.134521
	Iteration 18Q: 3 clusters Score -447569.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -447579.187500 Penalty: 2696.134521
	Iteration 19Q: 3 clusters Score -447579.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -447585.781250 Penalty: 2696.134521
	Iteration 20F: 3 clusters Score -447585.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -447590.781250 Penalty: 2696.134521
	Iteration 21Q: 3 clusters Score -447590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -447592.750000 Penalty: 2696.134521
	Iteration 22Q: 3 clusters Score -447592.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -447593.406250 Penalty: 2696.134521
	Iteration 23Q: 3 clusters Score -447593.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -447595.687500 Penalty: 2696.134521
	Iteration 24Q: 3 clusters Score -447595.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -447596.406250 Penalty: 2696.134521
	Iteration 25Q: 3 clusters Score -447596.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -447596.218750 Penalty: 2696.134521
	Iteration 26Q: 3 clusters Score -447596.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -447596.218750 Penalty: 2696.134521
	Iteration 27F: 3 clusters Score -447596.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -457313.843750 Penalty: 1374.230957
	Iteration 0F: 2 clusters Score -457313.8 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 2376 members 
Entering Unmasked Estep 
Score: -453558.687500 Penalty: 2748.461914
	Iteration 0F: 3 clusters Score -453558.7 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -455291.937500 Penalty: 2748.461914
	Iteration 1F: 3 clusters Score -455291.9 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -455845.593750 Penalty: 2748.461914
	Iteration 2F: 3 clusters Score -455845.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -456220.437500 Penalty: 2748.461914
	Iteration 3F: 3 clusters Score -456220.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -456486.593750 Penalty: 2748.461914
	Iteration 4F: 3 clusters Score -456486.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -456702.906250 Penalty: 2748.461914
	Iteration 5Q: 3 clusters Score -456702.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -456902.593750 Penalty: 2748.461914
	Iteration 6Q: 3 clusters Score -456902.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -457100.781250 Penalty: 2748.461914
	Iteration 7Q: 3 clusters Score -457100.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -457274.500000 Penalty: 2748.461914
	Iteration 8Q: 3 clusters Score -457274.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -457417.406250 Penalty: 2748.461914
	Iteration 9Q: 3 clusters Score -457417.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -457479.718750 Penalty: 2748.461914
	Iteration 10Q: 3 clusters Score -457479.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -457521.125000 Penalty: 2748.461914
	Iteration 11Q: 3 clusters Score -457521.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -457546.218750 Penalty: 2748.461914
	Iteration 12Q: 3 clusters Score -457546.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -457571.500000 Penalty: 2748.461914
	Iteration 13Q: 3 clusters Score -457571.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -457584.687500 Penalty: 2748.461914
	Iteration 14Q: 3 clusters Score -457584.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -457589.093750 Penalty: 2748.461914
	Iteration 15Q: 3 clusters Score -457589.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -457594.750000 Penalty: 2748.461914
	Iteration 16Q: 3 clusters Score -457594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -457599.062500 Penalty: 2748.461914
	Iteration 17Q: 3 clusters Score -457599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -457602.000000 Penalty: 2748.461914
	Iteration 18Q: 3 clusters Score -457602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -457605.562500 Penalty: 2748.461914
	Iteration 19Q: 3 clusters Score -457605.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -457606.656250 Penalty: 2748.461914
	Iteration 20F: 3 clusters Score -457606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -457607.968750 Penalty: 2748.461914
	Iteration 21Q: 3 clusters Score -457608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -457608.468750 Penalty: 2748.461914
	Iteration 22Q: 3 clusters Score -457608.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -457610.343750 Penalty: 2748.461914
	Iteration 23Q: 3 clusters Score -457610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -457609.750000 Penalty: 2748.461914
	Iteration 24Q: 3 clusters Score -457609.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -457610.468750 Penalty: 2748.461914
	Iteration 25Q: 3 clusters Score -457610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -457610.468750 Penalty: 2748.461914
	Iteration 26F: 3 clusters Score -457610.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 10229 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 776 members 
Mstep: Class 37 contains 820 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 378 members 
Mstep: Class 42 contains 1868 members 
Mstep: Class 43 contains 5753 members 
Mstep: Class 44 contains 3931 members 
Entering Unmasked Estep 
Score: -40118536.000000 Penalty: 91508.632812
Splitting cluster 36 changes total score from -40114480.000000 to -40118536.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 37 (820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Entering Unmasked Estep 
Score: -85958.820312 Penalty: 1090.261963
	Iteration 0F: 2 clusters Score -85958.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -84694.140625 Penalty: 2180.523926
	Iteration 0F: 3 clusters Score -84694.14 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -84926.765625 Penalty: 2180.523926
	Iteration 1F: 3 clusters Score -84926.77 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -84984.437500 Penalty: 2180.523926
	Iteration 2F: 3 clusters Score -84984.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -85016.320312 Penalty: 2180.523926
	Iteration 3Q: 3 clusters Score -85016.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -85034.171875 Penalty: 2180.523926
	Iteration 4Q: 3 clusters Score -85034.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -85051.218750 Penalty: 2180.523926
	Iteration 5Q: 3 clusters Score -85051.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -85061.203125 Penalty: 2180.523926
	Iteration 6Q: 3 clusters Score -85061.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -85073.171875 Penalty: 2180.523926
	Iteration 7Q: 3 clusters Score -85073.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -85083.218750 Penalty: 2180.523926
	Iteration 8Q: 3 clusters Score -85083.22 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -85101.734375 Penalty: 2180.523926
	Iteration 9Q: 3 clusters Score -85101.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -85126.726562 Penalty: 2180.523926
	Iteration 10Q: 3 clusters Score -85126.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -85156.273438 Penalty: 2180.523926
	Iteration 11Q: 3 clusters Score -85156.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -85186.140625 Penalty: 2180.523926
	Iteration 12Q: 3 clusters Score -85186.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -85237.687500 Penalty: 2180.523926
	Iteration 13Q: 3 clusters Score -85237.69 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -85306.843750 Penalty: 2180.523926
	Iteration 14Q: 3 clusters Score -85306.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -85403.164062 Penalty: 2180.523926
	Iteration 15Q: 3 clusters Score -85403.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -85556.859375 Penalty: 2180.523926
	Iteration 16Q: 3 clusters Score -85556.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -85792.953125 Penalty: 2180.523926
	Iteration 17Q: 3 clusters Score -85792.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -86169.492188 Penalty: 2180.523926
	Iteration 18F: 3 clusters Score -86169.49 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -86540.226562 Penalty: 2180.523926
	Iteration 19F: 3 clusters Score -86540.23 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -86917.242188 Penalty: 2180.523926
	Iteration 20F: 3 clusters Score -86917.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -87041.593750 Penalty: 2180.523926
	Iteration 21Q: 3 clusters Score -87041.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -87073.539062 Penalty: 2180.523926
	Iteration 22Q: 3 clusters Score -87073.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -87082.523438 Penalty: 2180.523926
	Iteration 23Q: 3 clusters Score -87082.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87084.257812 Penalty: 2180.523926
	Iteration 24Q: 3 clusters Score -87084.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -87084.257812 Penalty: 2180.523926
	Iteration 25F: 3 clusters Score -87084.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 10229 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 776 members 
Mstep: Class 37 contains 469 members 
Mstep: Class 38 contains 15042 members 
Mstep: Class 39 contains 6942 members 
Mstep: Class 40 contains 4426 members 
Mstep: Class 41 contains 378 members 
Mstep: Class 42 contains 1868 members 
Mstep: Class 43 contains 5753 members 
Mstep: Class 44 contains 3931 members 
Mstep: Class 45 contains 351 members 
Entering Unmasked Estep 
Score: -40118656.000000 Penalty: 93588.375000
Splitting cluster 37 changes total score from -40114480.000000 to -40118656.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 38 (15042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Entering Unmasked Estep 
Score: -1727218.125000 Penalty: 1563.022827
	Iteration 0F: 2 clusters Score -1727218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1716764.250000 Penalty: 3126.045654
	Iteration 0F: 3 clusters Score -1716764 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1720319.500000 Penalty: 3126.045654
	Iteration 1F: 3 clusters Score -1720320 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1720565.000000 Penalty: 3126.045654
	Iteration 2Q: 3 clusters Score -1720565 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1720780.500000 Penalty: 3126.045654
	Iteration 3Q: 3 clusters Score -1720780 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1720993.875000 Penalty: 3126.045654
	Iteration 4Q: 3 clusters Score -1720994 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1721219.375000 Penalty: 3126.045654
	Iteration 5Q: 3 clusters Score -1721219 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1721483.500000 Penalty: 3126.045654
	Iteration 6Q: 3 clusters Score -1721484 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1721831.250000 Penalty: 3126.045654
	Iteration 7Q: 3 clusters Score -1721831 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1722302.250000 Penalty: 3126.045654
	Iteration 8Q: 3 clusters Score -1722302 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1722987.250000 Penalty: 3126.045654
	Iteration 9F: 3 clusters Score -1722987 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1723625.625000 Penalty: 3126.045654
	Iteration 10F: 3 clusters Score -1723626 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1724138.625000 Penalty: 3126.045654
	Iteration 11F: 3 clusters Score -1724139 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1724477.625000 Penalty: 3126.045654
	Iteration 12Q: 3 clusters Score -1724478 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1724715.500000 Penalty: 3126.045654
	Iteration 13Q: 3 clusters Score -1724716 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1724897.875000 Penalty: 3126.045654
	Iteration 14Q: 3 clusters Score -1724898 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1725068.000000 Penalty: 3126.045654
	Iteration 15Q: 3 clusters Score -1725068 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1725188.375000 Penalty: 3126.045654
	Iteration 16Q: 3 clusters Score -1725188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1725291.750000 Penalty: 3126.045654
	Iteration 17Q: 3 clusters Score -1725292 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1725373.250000 Penalty: 3126.045654
	Iteration 18Q: 3 clusters Score -1725373 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1725424.000000 Penalty: 3126.045654
	Iteration 19Q: 3 clusters Score -1725424 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1725463.500000 Penalty: 3126.045654
	Iteration 20F: 3 clusters Score -1725464 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1725493.875000 Penalty: 3126.045654
	Iteration 21Q: 3 clusters Score -1725494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1725540.875000 Penalty: 3126.045654
	Iteration 22Q: 3 clusters Score -1725541 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1725579.250000 Penalty: 3126.045654
	Iteration 23Q: 3 clusters Score -1725579 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1725616.000000 Penalty: 3126.045654
	Iteration 24Q: 3 clusters Score -1725616 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1725640.250000 Penalty: 3126.045654
	Iteration 25Q: 3 clusters Score -1725640 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1725670.250000 Penalty: 3126.045654
	Iteration 26Q: 3 clusters Score -1725670 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1725692.500000 Penalty: 3126.045654
	Iteration 27Q: 3 clusters Score -1725692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1725721.000000 Penalty: 3126.045654
	Iteration 28Q: 3 clusters Score -1725721 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1725741.250000 Penalty: 3126.045654
	Iteration 29Q: 3 clusters Score -1725741 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1725762.250000 Penalty: 3126.045654
	Iteration 30Q: 3 clusters Score -1725762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1725783.625000 Penalty: 3126.045654
	Iteration 31Q: 3 clusters Score -1725784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1725793.875000 Penalty: 3126.045654
	Iteration 32Q: 3 clusters Score -1725794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1725813.250000 Penalty: 3126.045654
	Iteration 33Q: 3 clusters Score -1725813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1725849.750000 Penalty: 3126.045654
	Iteration 34Q: 3 clusters Score -1725850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1725869.750000 Penalty: 3126.045654
	Iteration 35Q: 3 clusters Score -1725870 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1725893.500000 Penalty: 3126.045654
	Iteration 36Q: 3 clusters Score -1725894 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1725922.750000 Penalty: 3126.045654
	Iteration 37Q: 3 clusters Score -1725923 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1725942.375000 Penalty: 3126.045654
	Iteration 38Q: 3 clusters Score -1725942 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1725966.125000 Penalty: 3126.045654
	Iteration 39Q: 3 clusters Score -1725966 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1725987.000000 Penalty: 3126.045654
	Iteration 40F: 3 clusters Score -1725987 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1726001.750000 Penalty: 3126.045654
	Iteration 41Q: 3 clusters Score -1726002 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1726017.500000 Penalty: 3126.045654
	Iteration 42Q: 3 clusters Score -1726018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1726033.875000 Penalty: 3126.045654
	Iteration 43Q: 3 clusters Score -1726034 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1726036.875000 Penalty: 3126.045654
	Iteration 44Q: 3 clusters Score -1726037 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1726048.250000 Penalty: 3126.045654
	Iteration 45Q: 3 clusters Score -1726048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1726060.375000 Penalty: 3126.045654
	Iteration 46Q: 3 clusters Score -1726060 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1726070.750000 Penalty: 3126.045654
	Iteration 47Q: 3 clusters Score -1726071 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1726076.125000 Penalty: 3126.045654
	Iteration 48Q: 3 clusters Score -1726076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1726089.375000 Penalty: 3126.045654
	Iteration 49Q: 3 clusters Score -1726089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1726100.250000 Penalty: 3126.045654
	Iteration 50Q: 3 clusters Score -1726100 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1726112.375000 Penalty: 3126.045654
	Iteration 51Q: 3 clusters Score -1726112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1726120.000000 Penalty: 3126.045654
	Iteration 52Q: 3 clusters Score -1726120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1726124.625000 Penalty: 3126.045654
	Iteration 53Q: 3 clusters Score -1726125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1726134.500000 Penalty: 3126.045654
	Iteration 54Q: 3 clusters Score -1726134 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1726140.500000 Penalty: 3126.045654
	Iteration 55Q: 3 clusters Score -1726140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1726143.000000 Penalty: 3126.045654
	Iteration 56Q: 3 clusters Score -1726143 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1726151.500000 Penalty: 3126.045654
	Iteration 57Q: 3 clusters Score -1726152 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1726152.250000 Penalty: 3126.045654
	Iteration 58Q: 3 clusters Score -1726152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -1726155.125000 Penalty: 3126.045654
	Iteration 59Q: 3 clusters Score -1726155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1726159.625000 Penalty: 3126.045654
	Iteration 60F: 3 clusters Score -1726160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1726162.000000 Penalty: 3126.045654
	Iteration 61Q: 3 clusters Score -1726162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1726163.875000 Penalty: 3126.045654
	Iteration 62Q: 3 clusters Score -1726164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1726167.625000 Penalty: 3126.045654
	Iteration 63Q: 3 clusters Score -1726168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -1726168.750000 Penalty: 3126.045654
	Iteration 64Q: 3 clusters Score -1726169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1726166.500000 Penalty: 3126.045654
	Iteration 65Q: 3 clusters Score -1726166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1726168.625000 Penalty: 3126.045654
	Iteration 66Q: 3 clusters Score -1726169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1726169.500000 Penalty: 3126.045654
	Iteration 67Q: 3 clusters Score -1726170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1726169.375000 Penalty: 3126.045654
	Iteration 68Q: 3 clusters Score -1726169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1726169.750000 Penalty: 3126.045654
	Iteration 69Q: 3 clusters Score -1726170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1726170.125000 Penalty: 3126.045654
	Iteration 70Q: 3 clusters Score -1726170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1726170.125000 Penalty: 3126.045654
	Iteration 71F: 3 clusters Score -1726170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 4548 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 45079 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20883 members 
Mstep: Class 8 contains 4480 members 
Mstep: Class 9 contains 13321 members 
Mstep: Class 10 contains 5022 members 
Mstep: Class 11 contains 6012 members 
Mstep: Class 12 contains 4704 members 
Mstep: Class 13 contains 27228 members 
Mstep: Class 14 contains 91331 members 
Mstep: Class 15 contains 1812 members 
Mstep: Class 16 contains 6462 members 
Mstep: Class 17 contains 2187 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5635 members 
Mstep: Class 20 contains 20940 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 2382 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 662 members 
Mstep: Class 28 contains 1786 members 
Mstep: Class 29 contains 5563 members 
Mstep: Class 30 contains 10229 members 
Mstep: Class 31 contains 1802 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1895 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4007 members 
Mstep: Class 36 contains 776 members 
Mstep: Class 37 contains 469 members 
Mstep: Class 38 contains 15042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40121736.000000 Penalty: 93588.375000
Iteration 79Q: 46 clusters Score -4.012174e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 4570 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 45132 members 
Mstep: Class 6 contains 3489 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 4483 members 
Mstep: Class 9 contains 13760 members 
Mstep: Class 10 contains 5024 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4777 members 
Mstep: Class 13 contains 27614 members 
Mstep: Class 14 contains 91052 members 
Mstep: Class 15 contains 1772 members 
Mstep: Class 16 contains 6480 members 
Mstep: Class 17 contains 2225 members 
Mstep: Class 18 contains 1536 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 21054 members 
Mstep: Class 21 contains 859 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 2413 members 
Mstep: Class 24 contains 10493 members 
Mstep: Class 25 contains 756 members 
Mstep: Class 26 contains 2025 members 
Mstep: Class 27 contains 730 members 
Mstep: Class 28 contains 1784 members 
Mstep: Class 29 contains 5576 members 
Mstep: Class 30 contains 9994 members 
Mstep: Class 31 contains 1798 members 
Mstep: Class 32 contains 4843 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 1549 members 
Mstep: Class 35 contains 4015 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 471 members 
Mstep: Class 38 contains 15099 members 
Mstep: Class 39 contains 6795 members 
Mstep: Class 40 contains 4298 members 
Mstep: Class 41 contains 389 members 
Mstep: Class 42 contains 1842 members 
Mstep: Class 43 contains 5226 members 
Mstep: Class 44 contains 3815 members 
Mstep: Class 45 contains 347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125020.000000 Penalty: 93588.375000
Iteration 80F: 46 clusters Score -4.012502e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 4561 members 
Mstep: Class 4 contains 576 members 
Mstep: Class 5 contains 44926 members 
Mstep: Class 6 contains 3482 members 
Mstep: Class 7 contains 20875 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 13854 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 4686 members 
Mstep: Class 13 contains 27888 members 
Mstep: Class 14 contains 90615 members 
Mstep: Class 15 contains 1747 members 
Mstep: Class 16 contains 6466 members 
Mstep: Class 17 contains 2234 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 20986 members 
Mstep: Class 21 contains 858 members 
Mstep: Class 22 contains 2201 members 
Mstep: Class 23 contains 2420 members 
Mstep: Class 24 contains 10405 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2024 members 
Mstep: Class 27 contains 777 members 
Mstep: Class 28 contains 1780 members 
Mstep: Class 29 contains 5597 members 
Mstep: Class 30 contains 9808 members 
Mstep: Class 31 contains 1795 members 
Mstep: Class 32 contains 4841 members 
Mstep: Class 33 contains 1899 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3990 members 
Mstep: Class 36 contains 830 members 
Mstep: Class 37 contains 476 members 
Mstep: Class 38 contains 15101 members 
Mstep: Class 39 contains 6957 members 
Mstep: Class 40 contains 4374 members 
Mstep: Class 41 contains 444 members 
Mstep: Class 42 contains 1865 members 
Mstep: Class 43 contains 5501 members 
Mstep: Class 44 contains 3950 members 
Mstep: Class 45 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40125900.000000 Penalty: 93588.375000
Iteration 81Q: 46 clusters Score -4.01259e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 4552 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 44825 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20867 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 13907 members 
Mstep: Class 10 contains 4986 members 
Mstep: Class 11 contains 6149 members 
Mstep: Class 12 contains 4643 members 
Mstep: Class 13 contains 28077 members 
Mstep: Class 14 contains 90282 members 
Mstep: Class 15 contains 1739 members 
Mstep: Class 16 contains 6453 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 20931 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 2423 members 
Mstep: Class 24 contains 10327 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2025 members 
Mstep: Class 27 contains 823 members 
Mstep: Class 28 contains 1776 members 
Mstep: Class 29 contains 5616 members 
Mstep: Class 30 contains 9681 members 
Mstep: Class 31 contains 1793 members 
Mstep: Class 32 contains 4836 members 
Mstep: Class 33 contains 1901 members 
Mstep: Class 34 contains 1541 members 
Mstep: Class 35 contains 3984 members 
Mstep: Class 36 contains 834 members 
Mstep: Class 37 contains 483 members 
Mstep: Class 38 contains 15114 members 
Mstep: Class 39 contains 7095 members 
Mstep: Class 40 contains 4412 members 
Mstep: Class 41 contains 448 members 
Mstep: Class 42 contains 1879 members 
Mstep: Class 43 contains 5661 members 
Mstep: Class 44 contains 4039 members 
Mstep: Class 45 contains 483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40126616.000000 Penalty: 93588.375000
Iteration 82Q: 46 clusters Score -4.012662e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 4541 members 
Mstep: Class 4 contains 572 members 
Mstep: Class 5 contains 44757 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20863 members 
Mstep: Class 8 contains 4467 members 
Mstep: Class 9 contains 13935 members 
Mstep: Class 10 contains 4981 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 4604 members 
Mstep: Class 13 contains 28194 members 
Mstep: Class 14 contains 90047 members 
Mstep: Class 15 contains 1729 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 2255 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 5630 members 
Mstep: Class 20 contains 20878 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 2426 members 
Mstep: Class 24 contains 10266 members 
Mstep: Class 25 contains 752 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 870 members 
Mstep: Class 28 contains 1776 members 
Mstep: Class 29 contains 5640 members 
Mstep: Class 30 contains 9606 members 
Mstep: Class 31 contains 1792 members 
Mstep: Class 32 contains 4836 members 
Mstep: Class 33 contains 1903 members 
Mstep: Class 34 contains 1540 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 833 members 
Mstep: Class 37 contains 488 members 
Mstep: Class 38 contains 15130 members 
Mstep: Class 39 contains 7218 members 
Mstep: Class 40 contains 4447 members 
Mstep: Class 41 contains 449 members 
Mstep: Class 42 contains 1889 members 
Mstep: Class 43 contains 5744 members 
Mstep: Class 44 contains 4088 members 
Mstep: Class 45 contains 518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127172.000000 Penalty: 93588.375000
Iteration 83Q: 46 clusters Score -4.012717e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 4529 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 44700 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 20855 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 13968 members 
Mstep: Class 10 contains 4979 members 
Mstep: Class 11 contains 6159 members 
Mstep: Class 12 contains 4571 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 89839 members 
Mstep: Class 15 contains 1720 members 
Mstep: Class 16 contains 6432 members 
Mstep: Class 17 contains 2257 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 5629 members 
Mstep: Class 20 contains 20832 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2432 members 
Mstep: Class 24 contains 10225 members 
Mstep: Class 25 contains 754 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 909 members 
Mstep: Class 28 contains 1775 members 
Mstep: Class 29 contains 5661 members 
Mstep: Class 30 contains 9561 members 
Mstep: Class 31 contains 1790 members 
Mstep: Class 32 contains 4831 members 
Mstep: Class 33 contains 1907 members 
Mstep: Class 34 contains 1541 members 
Mstep: Class 35 contains 3985 members 
Mstep: Class 36 contains 826 members 
Mstep: Class 37 contains 492 members 
Mstep: Class 38 contains 15141 members 
Mstep: Class 39 contains 7327 members 
Mstep: Class 40 contains 4476 members 
Mstep: Class 41 contains 449 members 
Mstep: Class 42 contains 1887 members 
Mstep: Class 43 contains 5829 members 
Mstep: Class 44 contains 4122 members 
Mstep: Class 45 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127452.000000 Penalty: 93588.375000
Iteration 84Q: 46 clusters Score -4.012745e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 4522 members 
Mstep: Class 4 contains 581 members 
Mstep: Class 5 contains 44673 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20849 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 13985 members 
Mstep: Class 10 contains 4967 members 
Mstep: Class 11 contains 6158 members 
Mstep: Class 12 contains 4539 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 14 contains 89690 members 
Mstep: Class 15 contains 1717 members 
Mstep: Class 16 contains 6430 members 
Mstep: Class 17 contains 2260 members 
Mstep: Class 18 contains 1532 members 
Mstep: Class 19 contains 5623 members 
Mstep: Class 20 contains 20806 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 2438 members 
Mstep: Class 24 contains 10183 members 
Mstep: Class 25 contains 754 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 929 members 
Mstep: Class 28 contains 1771 members 
Mstep: Class 29 contains 5671 members 
Mstep: Class 30 contains 9532 members 
Mstep: Class 31 contains 1791 members 
Mstep: Class 32 contains 4831 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3982 members 
Mstep: Class 36 contains 830 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 38 contains 15149 members 
Mstep: Class 39 contains 7417 members 
Mstep: Class 40 contains 4503 members 
Mstep: Class 41 contains 449 members 
Mstep: Class 42 contains 1891 members 
Mstep: Class 43 contains 5875 members 
Mstep: Class 44 contains 4165 members 
Mstep: Class 45 contains 574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127564.000000 Penalty: 93588.375000
Iteration 85Q: 46 clusters Score -4.012756e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 4514 members 
Mstep: Class 4 contains 587 members 
Mstep: Class 5 contains 44653 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 20850 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 13991 members 
Mstep: Class 10 contains 4961 members 
Mstep: Class 11 contains 6156 members 
Mstep: Class 12 contains 4503 members 
Mstep: Class 13 contains 28308 members 
Mstep: Class 14 contains 89605 members 
Mstep: Class 15 contains 1712 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 2263 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 5634 members 
Mstep: Class 20 contains 20777 members 
Mstep: Class 21 contains 861 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 2441 members 
Mstep: Class 24 contains 10147 members 
Mstep: Class 25 contains 753 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 951 members 
Mstep: Class 28 contains 1765 members 
Mstep: Class 29 contains 5685 members 
Mstep: Class 30 contains 9515 members 
Mstep: Class 31 contains 1791 members 
Mstep: Class 32 contains 4830 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3978 members 
Mstep: Class 36 contains 832 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 38 contains 15153 members 
Mstep: Class 39 contains 7484 members 
Mstep: Class 40 contains 4525 members 
Mstep: Class 41 contains 452 members 
Mstep: Class 42 contains 1898 members 
Mstep: Class 43 contains 5916 members 
Mstep: Class 44 contains 4194 members 
Mstep: Class 45 contains 594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127744.000000 Penalty: 93588.375000
Iteration 86Q: 46 clusters Score -4.012774e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 4505 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 4455 members 
Mstep: Class 9 contains 13982 members 
Mstep: Class 10 contains 4959 members 
Mstep: Class 11 contains 6150 members 
Mstep: Class 12 contains 4477 members 
Mstep: Class 13 contains 28315 members 
Mstep: Class 14 contains 89537 members 
Mstep: Class 15 contains 1705 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 2264 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 5642 members 
Mstep: Class 20 contains 20754 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2446 members 
Mstep: Class 24 contains 10116 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 1760 members 
Mstep: Class 29 contains 5698 members 
Mstep: Class 30 contains 9503 members 
Mstep: Class 31 contains 1790 members 
Mstep: Class 32 contains 4830 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3969 members 
Mstep: Class 36 contains 832 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 38 contains 15159 members 
Mstep: Class 39 contains 7548 members 
Mstep: Class 40 contains 4547 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 1903 members 
Mstep: Class 43 contains 5951 members 
Mstep: Class 44 contains 4219 members 
Mstep: Class 45 contains 606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127888.000000 Penalty: 93588.375000
Iteration 87Q: 46 clusters Score -4.012789e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 4500 members 
Mstep: Class 4 contains 607 members 
Mstep: Class 5 contains 44629 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20845 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 13977 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 4457 members 
Mstep: Class 13 contains 28314 members 
Mstep: Class 14 contains 89466 members 
Mstep: Class 15 contains 1697 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 20731 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2452 members 
Mstep: Class 24 contains 10097 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 1760 members 
Mstep: Class 29 contains 5708 members 
Mstep: Class 30 contains 9497 members 
Mstep: Class 31 contains 1788 members 
Mstep: Class 32 contains 4829 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3964 members 
Mstep: Class 36 contains 828 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 38 contains 15163 members 
Mstep: Class 39 contains 7595 members 
Mstep: Class 40 contains 4562 members 
Mstep: Class 41 contains 456 members 
Mstep: Class 42 contains 1903 members 
Mstep: Class 43 contains 5982 members 
Mstep: Class 44 contains 4226 members 
Mstep: Class 45 contains 617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40127912.000000 Penalty: 93588.375000
Iteration 88Q: 46 clusters Score -4.012791e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 4496 members 
Mstep: Class 4 contains 616 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20842 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 13951 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 6144 members 
Mstep: Class 12 contains 4446 members 
Mstep: Class 13 contains 28310 members 
Mstep: Class 14 contains 89405 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 2270 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 20711 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 10076 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 1758 members 
Mstep: Class 29 contains 5722 members 
Mstep: Class 30 contains 9489 members 
Mstep: Class 31 contains 1787 members 
Mstep: Class 32 contains 4827 members 
Mstep: Class 33 contains 1905 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 828 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 38 contains 15165 members 
Mstep: Class 39 contains 7644 members 
Mstep: Class 40 contains 4574 members 
Mstep: Class 41 contains 461 members 
Mstep: Class 42 contains 1907 members 
Mstep: Class 43 contains 6017 members 
Mstep: Class 44 contains 4237 members 
Mstep: Class 45 contains 635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128024.000000 Penalty: 93588.375000
Iteration 89Q: 46 clusters Score -4.012802e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 4490 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 44617 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 20841 members 
Mstep: Class 8 contains 4468 members 
Mstep: Class 9 contains 13943 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 4428 members 
Mstep: Class 13 contains 28300 members 
Mstep: Class 14 contains 89358 members 
Mstep: Class 15 contains 1674 members 
Mstep: Class 16 contains 6412 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 20682 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 2468 members 
Mstep: Class 24 contains 10061 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 1756 members 
Mstep: Class 29 contains 5730 members 
Mstep: Class 30 contains 9480 members 
Mstep: Class 31 contains 1787 members 
Mstep: Class 32 contains 4824 members 
Mstep: Class 33 contains 1904 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3958 members 
Mstep: Class 36 contains 824 members 
Mstep: Class 37 contains 494 members 
Mstep: Class 38 contains 15161 members 
Mstep: Class 39 contains 7696 members 
Mstep: Class 40 contains 4587 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 1914 members 
Mstep: Class 43 contains 6043 members 
Mstep: Class 44 contains 4257 members 
Mstep: Class 45 contains 645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128116.000000 Penalty: 93588.375000
Iteration 90Q: 46 clusters Score -4.012812e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 4483 members 
Mstep: Class 4 contains 625 members 
Mstep: Class 5 contains 44616 members 
Mstep: Class 6 contains 3474 members 
Mstep: Class 7 contains 20841 members 
Mstep: Class 8 contains 4466 members 
Mstep: Class 9 contains 13933 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6142 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 28297 members 
Mstep: Class 14 contains 89329 members 
Mstep: Class 15 contains 1665 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 2271 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 5649 members 
Mstep: Class 20 contains 20656 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 2474 members 
Mstep: Class 24 contains 10044 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1066 members 
Mstep: Class 28 contains 1754 members 
Mstep: Class 29 contains 5740 members 
Mstep: Class 30 contains 9473 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 4823 members 
Mstep: Class 33 contains 1903 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 821 members 
Mstep: Class 37 contains 492 members 
Mstep: Class 38 contains 15158 members 
Mstep: Class 39 contains 7742 members 
Mstep: Class 40 contains 4602 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 1917 members 
Mstep: Class 43 contains 6055 members 
Mstep: Class 44 contains 4289 members 
Mstep: Class 45 contains 655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128224.000000 Penalty: 93588.375000
Iteration 91Q: 46 clusters Score -4.012822e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 4476 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44608 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 20841 members 
Mstep: Class 8 contains 4460 members 
Mstep: Class 9 contains 13919 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 6139 members 
Mstep: Class 12 contains 4399 members 
Mstep: Class 13 contains 28285 members 
Mstep: Class 14 contains 89311 members 
Mstep: Class 15 contains 1652 members 
Mstep: Class 16 contains 6407 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 20629 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 2483 members 
Mstep: Class 24 contains 10032 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 1081 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 5753 members 
Mstep: Class 30 contains 9465 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 4822 members 
Mstep: Class 33 contains 1901 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15155 members 
Mstep: Class 39 contains 7788 members 
Mstep: Class 40 contains 4619 members 
Mstep: Class 41 contains 465 members 
Mstep: Class 42 contains 1918 members 
Mstep: Class 43 contains 6066 members 
Mstep: Class 44 contains 4315 members 
Mstep: Class 45 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128452.000000 Penalty: 93588.375000
Iteration 92Q: 46 clusters Score -4.012845e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 4466 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 44606 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 20839 members 
Mstep: Class 8 contains 4457 members 
Mstep: Class 9 contains 13909 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6136 members 
Mstep: Class 12 contains 4394 members 
Mstep: Class 13 contains 28269 members 
Mstep: Class 14 contains 89299 members 
Mstep: Class 15 contains 1637 members 
Mstep: Class 16 contains 6408 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 20600 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 2491 members 
Mstep: Class 24 contains 10022 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2032 members 
Mstep: Class 27 contains 1090 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 5764 members 
Mstep: Class 30 contains 9461 members 
Mstep: Class 31 contains 1785 members 
Mstep: Class 32 contains 4821 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15152 members 
Mstep: Class 39 contains 7815 members 
Mstep: Class 40 contains 4630 members 
Mstep: Class 41 contains 469 members 
Mstep: Class 42 contains 1921 members 
Mstep: Class 43 contains 6077 members 
Mstep: Class 44 contains 4342 members 
Mstep: Class 45 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128436.000000 Penalty: 93588.375000
Iteration 93Q: 46 clusters Score -4.012844e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 4460 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 44600 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 20839 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 13906 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 6133 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 28259 members 
Mstep: Class 14 contains 89292 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 6410 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5658 members 
Mstep: Class 20 contains 20575 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2501 members 
Mstep: Class 24 contains 10015 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1093 members 
Mstep: Class 28 contains 1752 members 
Mstep: Class 29 contains 5765 members 
Mstep: Class 30 contains 9455 members 
Mstep: Class 31 contains 1783 members 
Mstep: Class 32 contains 4820 members 
Mstep: Class 33 contains 1899 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15156 members 
Mstep: Class 39 contains 7837 members 
Mstep: Class 40 contains 4639 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1923 members 
Mstep: Class 43 contains 6080 members 
Mstep: Class 44 contains 4370 members 
Mstep: Class 45 contains 670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128480.000000 Penalty: 93588.375000
Iteration 94Q: 46 clusters Score -4.012848e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 44599 members 
Mstep: Class 6 contains 3470 members 
Mstep: Class 7 contains 20836 members 
Mstep: Class 8 contains 4449 members 
Mstep: Class 9 contains 13889 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 6132 members 
Mstep: Class 12 contains 4367 members 
Mstep: Class 13 contains 28252 members 
Mstep: Class 14 contains 89287 members 
Mstep: Class 15 contains 1619 members 
Mstep: Class 16 contains 6411 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5671 members 
Mstep: Class 20 contains 20544 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2513 members 
Mstep: Class 24 contains 10009 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 1102 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 5773 members 
Mstep: Class 30 contains 9449 members 
Mstep: Class 31 contains 1783 members 
Mstep: Class 32 contains 4820 members 
Mstep: Class 33 contains 1898 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 809 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15156 members 
Mstep: Class 39 contains 7860 members 
Mstep: Class 40 contains 4647 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1924 members 
Mstep: Class 43 contains 6086 members 
Mstep: Class 44 contains 4392 members 
Mstep: Class 45 contains 673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128584.000000 Penalty: 93588.375000
Iteration 95Q: 46 clusters Score -4.012858e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 4457 members 
Mstep: Class 4 contains 640 members 
Mstep: Class 5 contains 44594 members 
Mstep: Class 6 contains 3472 members 
Mstep: Class 7 contains 20836 members 
Mstep: Class 8 contains 4447 members 
Mstep: Class 9 contains 13872 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 6131 members 
Mstep: Class 12 contains 4354 members 
Mstep: Class 13 contains 28250 members 
Mstep: Class 14 contains 89293 members 
Mstep: Class 15 contains 1608 members 
Mstep: Class 16 contains 6414 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5668 members 
Mstep: Class 20 contains 20519 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 2521 members 
Mstep: Class 24 contains 10005 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2028 members 
Mstep: Class 27 contains 1107 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 5777 members 
Mstep: Class 30 contains 9444 members 
Mstep: Class 31 contains 1784 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3954 members 
Mstep: Class 36 contains 808 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15154 members 
Mstep: Class 39 contains 7887 members 
Mstep: Class 40 contains 4657 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1926 members 
Mstep: Class 43 contains 6089 members 
Mstep: Class 44 contains 4422 members 
Mstep: Class 45 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128616.000000 Penalty: 93588.375000
Iteration 96Q: 46 clusters Score -4.012862e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44587 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 20832 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 13860 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6129 members 
Mstep: Class 12 contains 4349 members 
Mstep: Class 13 contains 28247 members 
Mstep: Class 14 contains 89289 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6416 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5668 members 
Mstep: Class 20 contains 20491 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 2527 members 
Mstep: Class 24 contains 10002 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 1113 members 
Mstep: Class 28 contains 1751 members 
Mstep: Class 29 contains 5783 members 
Mstep: Class 30 contains 9440 members 
Mstep: Class 31 contains 1784 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 809 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15156 members 
Mstep: Class 39 contains 7910 members 
Mstep: Class 40 contains 4674 members 
Mstep: Class 41 contains 471 members 
Mstep: Class 42 contains 1929 members 
Mstep: Class 43 contains 6097 members 
Mstep: Class 44 contains 4435 members 
Mstep: Class 45 contains 677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128672.000000 Penalty: 93588.375000
Iteration 97Q: 46 clusters Score -4.012867e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 44585 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20830 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 13861 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 6125 members 
Mstep: Class 12 contains 4343 members 
Mstep: Class 13 contains 28235 members 
Mstep: Class 14 contains 89288 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5670 members 
Mstep: Class 20 contains 20471 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 2537 members 
Mstep: Class 24 contains 9998 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1117 members 
Mstep: Class 28 contains 1750 members 
Mstep: Class 29 contains 5781 members 
Mstep: Class 30 contains 9435 members 
Mstep: Class 31 contains 1784 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15153 members 
Mstep: Class 39 contains 7932 members 
Mstep: Class 40 contains 4684 members 
Mstep: Class 41 contains 472 members 
Mstep: Class 42 contains 1930 members 
Mstep: Class 43 contains 6099 members 
Mstep: Class 44 contains 4444 members 
Mstep: Class 45 contains 679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128780.000000 Penalty: 93588.375000
Iteration 98Q: 46 clusters Score -4.012878e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 4455 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44580 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20827 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 13844 members 
Mstep: Class 10 contains 4946 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 4338 members 
Mstep: Class 13 contains 28220 members 
Mstep: Class 14 contains 89290 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5671 members 
Mstep: Class 20 contains 20460 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 2543 members 
Mstep: Class 24 contains 9993 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2026 members 
Mstep: Class 27 contains 1121 members 
Mstep: Class 28 contains 1749 members 
Mstep: Class 29 contains 5788 members 
Mstep: Class 30 contains 9433 members 
Mstep: Class 31 contains 1783 members 
Mstep: Class 32 contains 4818 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 812 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15152 members 
Mstep: Class 39 contains 7953 members 
Mstep: Class 40 contains 4695 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 1931 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4455 members 
Mstep: Class 45 contains 682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128788.000000 Penalty: 93588.375000
Iteration 99Q: 46 clusters Score -4.012879e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 3 contains 4452 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44579 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 20826 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 13836 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 89289 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 20445 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2547 members 
Mstep: Class 24 contains 9991 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 1120 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5789 members 
Mstep: Class 30 contains 9432 members 
Mstep: Class 31 contains 1782 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1897 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 813 members 
Mstep: Class 37 contains 491 members 
Mstep: Class 38 contains 15156 members 
Mstep: Class 39 contains 7969 members 
Mstep: Class 40 contains 4708 members 
Mstep: Class 41 contains 477 members 
Mstep: Class 42 contains 1931 members 
Mstep: Class 43 contains 6103 members 
Mstep: Class 44 contains 4474 members 
Mstep: Class 45 contains 683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128804.000000 Penalty: 93588.375000
Iteration 100F: 46 clusters Score -4.01288e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4448 members 
Mstep: Class 4 contains 643 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20825 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 13821 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 6126 members 
Mstep: Class 12 contains 4327 members 
Mstep: Class 13 contains 28208 members 
Mstep: Class 14 contains 89288 members 
Mstep: Class 15 contains 1572 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5676 members 
Mstep: Class 20 contains 20419 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2548 members 
Mstep: Class 24 contains 9987 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 1116 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5791 members 
Mstep: Class 30 contains 9430 members 
Mstep: Class 31 contains 1781 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1898 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3950 members 
Mstep: Class 36 contains 808 members 
Mstep: Class 37 contains 496 members 
Mstep: Class 38 contains 15156 members 
Mstep: Class 39 contains 7983 members 
Mstep: Class 40 contains 4727 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1933 members 
Mstep: Class 43 contains 6104 members 
Mstep: Class 44 contains 4482 members 
Mstep: Class 45 contains 694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128892.000000 Penalty: 93588.375000
Iteration 101Q: 46 clusters Score -4.012889e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4442 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20825 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 13809 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 6123 members 
Mstep: Class 12 contains 4319 members 
Mstep: Class 13 contains 28211 members 
Mstep: Class 14 contains 89287 members 
Mstep: Class 15 contains 1571 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 20398 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2549 members 
Mstep: Class 24 contains 9982 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 1116 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5785 members 
Mstep: Class 30 contains 9425 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1899 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 806 members 
Mstep: Class 37 contains 498 members 
Mstep: Class 38 contains 15157 members 
Mstep: Class 39 contains 8000 members 
Mstep: Class 40 contains 4741 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1935 members 
Mstep: Class 43 contains 6107 members 
Mstep: Class 44 contains 4485 members 
Mstep: Class 45 contains 703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128884.000000 Penalty: 93588.375000
Iteration 102Q: 46 clusters Score -4.012888e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4438 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44570 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20825 members 
Mstep: Class 8 contains 4436 members 
Mstep: Class 9 contains 13795 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4320 members 
Mstep: Class 13 contains 28207 members 
Mstep: Class 14 contains 89293 members 
Mstep: Class 15 contains 1569 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5691 members 
Mstep: Class 20 contains 20371 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2551 members 
Mstep: Class 24 contains 9978 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2029 members 
Mstep: Class 27 contains 1117 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5783 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1899 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 809 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15157 members 
Mstep: Class 39 contains 8016 members 
Mstep: Class 40 contains 4765 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1937 members 
Mstep: Class 43 contains 6113 members 
Mstep: Class 44 contains 4486 members 
Mstep: Class 45 contains 706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128928.000000 Penalty: 93588.375000
Iteration 103Q: 46 clusters Score -4.012893e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4437 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44564 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 13783 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 4318 members 
Mstep: Class 13 contains 28204 members 
Mstep: Class 14 contains 89295 members 
Mstep: Class 15 contains 1567 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5688 members 
Mstep: Class 20 contains 20338 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 9971 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5785 members 
Mstep: Class 30 contains 9420 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3954 members 
Mstep: Class 36 contains 810 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15160 members 
Mstep: Class 39 contains 8036 members 
Mstep: Class 40 contains 4787 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1938 members 
Mstep: Class 43 contains 6114 members 
Mstep: Class 44 contains 4492 members 
Mstep: Class 45 contains 713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128844.000000 Penalty: 93588.375000
Iteration 104Q: 46 clusters Score -4.012884e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44566 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 13767 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 89305 members 
Mstep: Class 15 contains 1564 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5686 members 
Mstep: Class 20 contains 20305 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2555 members 
Mstep: Class 24 contains 9967 members 
Mstep: Class 25 contains 746 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15163 members 
Mstep: Class 39 contains 8054 members 
Mstep: Class 40 contains 4812 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1940 members 
Mstep: Class 43 contains 6110 members 
Mstep: Class 44 contains 4495 members 
Mstep: Class 45 contains 716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128940.000000 Penalty: 93588.375000
Iteration 105Q: 46 clusters Score -4.012894e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4436 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44567 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 13755 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 4310 members 
Mstep: Class 13 contains 28201 members 
Mstep: Class 14 contains 89320 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 6428 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 20271 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2559 members 
Mstep: Class 24 contains 9964 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5778 members 
Mstep: Class 30 contains 9415 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15163 members 
Mstep: Class 39 contains 8073 members 
Mstep: Class 40 contains 4838 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 6107 members 
Mstep: Class 44 contains 4499 members 
Mstep: Class 45 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128848.000000 Penalty: 93588.375000
Iteration 106Q: 46 clusters Score -4.012885e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44566 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13754 members 
Mstep: Class 10 contains 4945 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 4307 members 
Mstep: Class 13 contains 28196 members 
Mstep: Class 14 contains 89329 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 2274 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 20231 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2562 members 
Mstep: Class 24 contains 9963 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 9413 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15163 members 
Mstep: Class 39 contains 8081 members 
Mstep: Class 40 contains 4869 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 6106 members 
Mstep: Class 44 contains 4507 members 
Mstep: Class 45 contains 718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128884.000000 Penalty: 93588.375000
Iteration 107Q: 46 clusters Score -4.012888e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44564 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13745 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 4308 members 
Mstep: Class 13 contains 28195 members 
Mstep: Class 14 contains 89331 members 
Mstep: Class 15 contains 1560 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 20188 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2563 members 
Mstep: Class 24 contains 9962 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5774 members 
Mstep: Class 30 contains 9413 members 
Mstep: Class 31 contains 1780 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15164 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 4911 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 6106 members 
Mstep: Class 44 contains 4514 members 
Mstep: Class 45 contains 719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128868.000000 Penalty: 93588.375000
Iteration 108Q: 46 clusters Score -4.012887e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44567 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13742 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4306 members 
Mstep: Class 13 contains 28192 members 
Mstep: Class 14 contains 89333 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 6425 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5676 members 
Mstep: Class 20 contains 20148 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2566 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1118 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 9412 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15172 members 
Mstep: Class 39 contains 8090 members 
Mstep: Class 40 contains 4949 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 6104 members 
Mstep: Class 44 contains 4521 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128924.000000 Penalty: 93588.375000
Iteration 109Q: 46 clusters Score -4.012892e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44569 members 
Mstep: Class 6 contains 3476 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 13738 members 
Mstep: Class 10 contains 4942 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4304 members 
Mstep: Class 13 contains 28194 members 
Mstep: Class 14 contains 89332 members 
Mstep: Class 15 contains 1559 members 
Mstep: Class 16 contains 6423 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 20105 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2566 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1119 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5772 members 
Mstep: Class 30 contains 9412 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15178 members 
Mstep: Class 39 contains 8091 members 
Mstep: Class 40 contains 4986 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4523 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128976.000000 Penalty: 93588.375000
Iteration 110Q: 46 clusters Score -4.012898e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 644 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 13734 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4301 members 
Mstep: Class 13 contains 28195 members 
Mstep: Class 14 contains 89328 members 
Mstep: Class 15 contains 1558 members 
Mstep: Class 16 contains 6424 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 20063 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5774 members 
Mstep: Class 30 contains 9412 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3955 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15181 members 
Mstep: Class 39 contains 8093 members 
Mstep: Class 40 contains 5029 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1941 members 
Mstep: Class 43 contains 6102 members 
Mstep: Class 44 contains 4525 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128968.000000 Penalty: 93588.375000
Iteration 111Q: 46 clusters Score -4.012897e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44572 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 28191 members 
Mstep: Class 14 contains 89326 members 
Mstep: Class 15 contains 1556 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5673 members 
Mstep: Class 20 contains 20017 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2565 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1122 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5775 members 
Mstep: Class 30 contains 9411 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15179 members 
Mstep: Class 39 contains 8097 members 
Mstep: Class 40 contains 5086 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4529 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128952.000000 Penalty: 93588.375000
Iteration 112Q: 46 clusters Score -4.012895e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4298 members 
Mstep: Class 13 contains 28190 members 
Mstep: Class 14 contains 89327 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 19942 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2564 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2031 members 
Mstep: Class 27 contains 1125 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5773 members 
Mstep: Class 30 contains 9410 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15183 members 
Mstep: Class 39 contains 8100 members 
Mstep: Class 40 contains 5150 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 6104 members 
Mstep: Class 44 contains 4533 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128900.000000 Penalty: 93588.375000
Iteration 113Q: 46 clusters Score -4.01289e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44578 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4938 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4297 members 
Mstep: Class 13 contains 28196 members 
Mstep: Class 14 contains 89330 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5678 members 
Mstep: Class 20 contains 19860 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1128 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5763 members 
Mstep: Class 30 contains 9410 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4817 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8102 members 
Mstep: Class 40 contains 5212 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1942 members 
Mstep: Class 43 contains 6106 members 
Mstep: Class 44 contains 4535 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128936.000000 Penalty: 93588.375000
Iteration 114Q: 46 clusters Score -4.012894e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3479 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4940 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28199 members 
Mstep: Class 14 contains 89333 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 19770 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2571 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5761 members 
Mstep: Class 30 contains 9408 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 810 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8105 members 
Mstep: Class 40 contains 5286 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6106 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128940.000000 Penalty: 93588.375000
Iteration 115Q: 46 clusters Score -4.012894e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44580 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 4939 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 28199 members 
Mstep: Class 14 contains 89336 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5681 members 
Mstep: Class 20 contains 19672 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2575 members 
Mstep: Class 24 contains 9962 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 9409 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 810 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15191 members 
Mstep: Class 39 contains 8108 members 
Mstep: Class 40 contains 5370 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6106 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128972.000000 Penalty: 93588.375000
Iteration 116Q: 46 clusters Score -4.012897e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44578 members 
Mstep: Class 6 contains 3478 members 
Mstep: Class 7 contains 20823 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4941 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28205 members 
Mstep: Class 14 contains 89347 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5682 members 
Mstep: Class 20 contains 19568 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2577 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 747 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1130 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 9412 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 811 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15191 members 
Mstep: Class 39 contains 8110 members 
Mstep: Class 40 contains 5457 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4542 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40128984.000000 Penalty: 93588.375000
Iteration 117Q: 46 clusters Score -4.012898e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2575 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44578 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4943 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4294 members 
Mstep: Class 13 contains 28206 members 
Mstep: Class 14 contains 89342 members 
Mstep: Class 15 contains 1555 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5686 members 
Mstep: Class 20 contains 19459 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5759 members 
Mstep: Class 30 contains 9413 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4816 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 812 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15192 members 
Mstep: Class 39 contains 8111 members 
Mstep: Class 40 contains 5552 members 
Mstep: Class 41 contains 481 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6103 members 
Mstep: Class 44 contains 4541 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40129020.000000 Penalty: 93588.375000
Iteration 118Q: 46 clusters Score -4.012902e+07 nChanged 184
Entering ConstructFrom: 
Score: -40129020.000000 Penalty: 93588.375000
Entering ConstructFrom: 
Trying to split cluster 1 (2748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Entering Unmasked Estep 
Score: -309319.031250 Penalty: 1286.777222
	Iteration 0F: 2 clusters Score -309319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306761.156250 Penalty: 2573.554443
	Iteration 0F: 3 clusters Score -306761.2 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -307370.781250 Penalty: 2573.554443
	Iteration 1F: 3 clusters Score -307370.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -307499.562500 Penalty: 2573.554443
	Iteration 2F: 3 clusters Score -307499.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -307583.843750 Penalty: 2573.554443
	Iteration 3Q: 3 clusters Score -307583.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -307658.875000 Penalty: 2573.554443
	Iteration 4Q: 3 clusters Score -307658.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -307714.218750 Penalty: 2573.554443
	Iteration 5Q: 3 clusters Score -307714.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -307762.562500 Penalty: 2573.554443
	Iteration 6Q: 3 clusters Score -307762.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -307797.968750 Penalty: 2573.554443
	Iteration 7Q: 3 clusters Score -307798 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -307836.250000 Penalty: 2573.554443
	Iteration 8Q: 3 clusters Score -307836.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -307866.218750 Penalty: 2573.554443
	Iteration 9Q: 3 clusters Score -307866.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -307885.875000 Penalty: 2573.554443
	Iteration 10Q: 3 clusters Score -307885.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -307904.062500 Penalty: 2573.554443
	Iteration 11Q: 3 clusters Score -307904.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -307915.031250 Penalty: 2573.554443
	Iteration 12Q: 3 clusters Score -307915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -307922.843750 Penalty: 2573.554443
	Iteration 13Q: 3 clusters Score -307922.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -307930.156250 Penalty: 2573.554443
	Iteration 14Q: 3 clusters Score -307930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -307940.968750 Penalty: 2573.554443
	Iteration 15Q: 3 clusters Score -307941 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -307957.812500 Penalty: 2573.554443
	Iteration 16Q: 3 clusters Score -307957.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -307973.187500 Penalty: 2573.554443
	Iteration 17Q: 3 clusters Score -307973.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -307988.375000 Penalty: 2573.554443
	Iteration 18Q: 3 clusters Score -307988.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308003.343750 Penalty: 2573.554443
	Iteration 19Q: 3 clusters Score -308003.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -308015.031250 Penalty: 2573.554443
	Iteration 20F: 3 clusters Score -308015 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -308032.562500 Penalty: 2573.554443
	Iteration 21Q: 3 clusters Score -308032.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -308047.937500 Penalty: 2573.554443
	Iteration 22Q: 3 clusters Score -308047.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -308062.625000 Penalty: 2573.554443
	Iteration 23Q: 3 clusters Score -308062.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -308078.125000 Penalty: 2573.554443
	Iteration 24Q: 3 clusters Score -308078.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -308098.656250 Penalty: 2573.554443
	Iteration 25Q: 3 clusters Score -308098.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -308111.718750 Penalty: 2573.554443
	Iteration 26Q: 3 clusters Score -308111.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308120.750000 Penalty: 2573.554443
	Iteration 27Q: 3 clusters Score -308120.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -308126.375000 Penalty: 2573.554443
	Iteration 28Q: 3 clusters Score -308126.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -308132.875000 Penalty: 2573.554443
	Iteration 29Q: 3 clusters Score -308132.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308142.218750 Penalty: 2573.554443
	Iteration 30Q: 3 clusters Score -308142.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -308150.531250 Penalty: 2573.554443
	Iteration 31Q: 3 clusters Score -308150.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -308156.437500 Penalty: 2573.554443
	Iteration 32Q: 3 clusters Score -308156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308159.656250 Penalty: 2573.554443
	Iteration 33Q: 3 clusters Score -308159.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -308161.625000 Penalty: 2573.554443
	Iteration 34Q: 3 clusters Score -308161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -308163.531250 Penalty: 2573.554443
	Iteration 35Q: 3 clusters Score -308163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -308165.125000 Penalty: 2573.554443
	Iteration 36Q: 3 clusters Score -308165.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -308167.562500 Penalty: 2573.554443
	Iteration 37Q: 3 clusters Score -308167.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -308168.687500 Penalty: 2573.554443
	Iteration 38Q: 3 clusters Score -308168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -308169.125000 Penalty: 2573.554443
	Iteration 39Q: 3 clusters Score -308169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -308169.156250 Penalty: 2573.554443
	Iteration 40F: 3 clusters Score -308169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -291470.031250 Penalty: 1276.147583
	Iteration 0F: 2 clusters Score -291470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -289020.812500 Penalty: 2552.295166
	Iteration 0F: 3 clusters Score -289020.8 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -289565.875000 Penalty: 2552.295166
	Iteration 1F: 3 clusters Score -289565.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -289690.312500 Penalty: 2552.295166
	Iteration 2F: 3 clusters Score -289690.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -289756.812500 Penalty: 2552.295166
	Iteration 3Q: 3 clusters Score -289756.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289808.843750 Penalty: 2552.295166
	Iteration 4Q: 3 clusters Score -289808.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -289852.531250 Penalty: 2552.295166
	Iteration 5Q: 3 clusters Score -289852.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289874.500000 Penalty: 2552.295166
	Iteration 6Q: 3 clusters Score -289874.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -289890.812500 Penalty: 2552.295166
	Iteration 7Q: 3 clusters Score -289890.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -289904.781250 Penalty: 2552.295166
	Iteration 8Q: 3 clusters Score -289904.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289921.781250 Penalty: 2552.295166
	Iteration 9Q: 3 clusters Score -289921.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -289931.875000 Penalty: 2552.295166
	Iteration 10Q: 3 clusters Score -289931.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -289941.437500 Penalty: 2552.295166
	Iteration 11Q: 3 clusters Score -289941.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -289947.062500 Penalty: 2552.295166
	Iteration 12Q: 3 clusters Score -289947.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -289953.375000 Penalty: 2552.295166
	Iteration 13Q: 3 clusters Score -289953.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -289958.812500 Penalty: 2552.295166
	Iteration 14Q: 3 clusters Score -289958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -289962.468750 Penalty: 2552.295166
	Iteration 15Q: 3 clusters Score -289962.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289968.843750 Penalty: 2552.295166
	Iteration 16Q: 3 clusters Score -289968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -289973.687500 Penalty: 2552.295166
	Iteration 17Q: 3 clusters Score -289973.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -289976.812500 Penalty: 2552.295166
	Iteration 18Q: 3 clusters Score -289976.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -289978.343750 Penalty: 2552.295166
	Iteration 19Q: 3 clusters Score -289978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -289978.812500 Penalty: 2552.295166
	Iteration 20F: 3 clusters Score -289978.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -500803.093750 Penalty: 1364.485107
	Iteration 0F: 2 clusters Score -500803.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -497123.500000 Penalty: 2728.970215
	Iteration 0F: 3 clusters Score -497123.5 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -498118.875000 Penalty: 2728.970215
	Iteration 1F: 3 clusters Score -498118.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -498289.218750 Penalty: 2728.970215
	Iteration 2F: 3 clusters Score -498289.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -498424.656250 Penalty: 2728.970215
	Iteration 3Q: 3 clusters Score -498424.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -498572.812500 Penalty: 2728.970215
	Iteration 4Q: 3 clusters Score -498572.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -498741.343750 Penalty: 2728.970215
	Iteration 5F: 3 clusters Score -498741.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -498935.562500 Penalty: 2728.970215
	Iteration 6F: 3 clusters Score -498935.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -499139.281250 Penalty: 2728.970215
	Iteration 7F: 3 clusters Score -499139.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -499350.312500 Penalty: 2728.970215
	Iteration 8F: 3 clusters Score -499350.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -499540.875000 Penalty: 2728.970215
	Iteration 9Q: 3 clusters Score -499540.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -499659.312500 Penalty: 2728.970215
	Iteration 10Q: 3 clusters Score -499659.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -499746.062500 Penalty: 2728.970215
	Iteration 11Q: 3 clusters Score -499746.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -499802.062500 Penalty: 2728.970215
	Iteration 12Q: 3 clusters Score -499802.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -499845.000000 Penalty: 2728.970215
	Iteration 13Q: 3 clusters Score -499845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -499873.937500 Penalty: 2728.970215
	Iteration 14Q: 3 clusters Score -499873.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -499889.968750 Penalty: 2728.970215
	Iteration 15Q: 3 clusters Score -499890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -499899.375000 Penalty: 2728.970215
	Iteration 16Q: 3 clusters Score -499899.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -499904.312500 Penalty: 2728.970215
	Iteration 17Q: 3 clusters Score -499904.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -499906.343750 Penalty: 2728.970215
	Iteration 18Q: 3 clusters Score -499906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -499908.062500 Penalty: 2728.970215
	Iteration 19Q: 3 clusters Score -499908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -499909.343750 Penalty: 2728.970215
	Iteration 20F: 3 clusters Score -499909.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -499911.125000 Penalty: 2728.970215
	Iteration 21Q: 3 clusters Score -499911.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -499913.031250 Penalty: 2728.970215
	Iteration 22Q: 3 clusters Score -499913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -499913.000000 Penalty: 2728.970215
	Iteration 23Q: 3 clusters Score -499913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -499914.968750 Penalty: 2728.970215
	Iteration 24Q: 3 clusters Score -499915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -499915.031250 Penalty: 2728.970215
	Iteration 25Q: 3 clusters Score -499915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -499915.312500 Penalty: 2728.970215
	Iteration 26Q: 3 clusters Score -499915.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -499915.312500 Penalty: 2728.970215
	Iteration 27F: 3 clusters Score -499915.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Entering Unmasked Estep 
Score: -43044.863281 Penalty: 1051.253174
	Iteration 0F: 2 clusters Score -43044.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -42254.871094 Penalty: 2102.506348
	Iteration 0F: 3 clusters Score -42254.87 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -42636.382812 Penalty: 2102.506348
	Iteration 1F: 3 clusters Score -42636.38 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -42795.945312 Penalty: 2102.506348
	Iteration 2F: 3 clusters Score -42795.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -42952.097656 Penalty: 2102.506348
	Iteration 3Q: 3 clusters Score -42952.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43000.542969 Penalty: 2102.506348
	Iteration 4Q: 3 clusters Score -43000.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -43028.585938 Penalty: 2102.506348
	Iteration 5Q: 3 clusters Score -43028.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -43045.242188 Penalty: 2102.506348
	Iteration 6Q: 3 clusters Score -43045.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -43051.882812 Penalty: 2102.506348
	Iteration 7Q: 3 clusters Score -43051.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43053.050781 Penalty: 2102.506348
	Iteration 8Q: 3 clusters Score -43053.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -43063.871094 Penalty: 2102.506348
	Iteration 9F: 3 clusters Score -43063.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -43100.996094 Penalty: 2102.506348
	Iteration 10Q: 3 clusters Score -43101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43114.667969 Penalty: 2102.506348
	Iteration 11Q: 3 clusters Score -43114.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -43122.621094 Penalty: 2102.506348
	Iteration 12Q: 3 clusters Score -43122.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43123.398438 Penalty: 2102.506348
	Iteration 13Q: 3 clusters Score -43123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43123.398438 Penalty: 2102.506348
	Iteration 14F: 3 clusters Score -43123.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 229 members 
Mstep: Class 5 contains 44583 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 89326 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 19361 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 416 members 
Entering Unmasked Estep 
Score: -40128060.000000 Penalty: 95668.117188
Splitting cluster 4 changes total score from -40129020.000000 to -40128060.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (44583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Entering Unmasked Estep 
Score: -5199194.000000 Penalty: 1739.579956
	Iteration 0F: 2 clusters Score -5199194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -5169435.000000 Penalty: 3479.159912
	Iteration 0F: 3 clusters Score -5169435 nChanged 20736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -5180978.000000 Penalty: 3479.159912
	Iteration 1F: 3 clusters Score -5180978 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5181656.000000 Penalty: 3479.159912
	Iteration 2Q: 3 clusters Score -5181656 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -5182494.500000 Penalty: 3479.159912
	Iteration 3Q: 3 clusters Score -5182494 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24009 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -5183751.500000 Penalty: 3479.159912
	Iteration 4F: 3 clusters Score -5183752 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -5185437.000000 Penalty: 3479.159912
	Iteration 5F: 3 clusters Score -5185437 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -5187557.500000 Penalty: 3479.159912
	Iteration 6F: 3 clusters Score -5187558 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -5189949.500000 Penalty: 3479.159912
	Iteration 7F: 3 clusters Score -5189950 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -5191892.000000 Penalty: 3479.159912
	Iteration 8F: 3 clusters Score -5191892 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -5193086.500000 Penalty: 3479.159912
	Iteration 9Q: 3 clusters Score -5193086 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -5193762.000000 Penalty: 3479.159912
	Iteration 10Q: 3 clusters Score -5193762 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -5194277.000000 Penalty: 3479.159912
	Iteration 11Q: 3 clusters Score -5194277 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -5194700.000000 Penalty: 3479.159912
	Iteration 12Q: 3 clusters Score -5194700 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -5195043.000000 Penalty: 3479.159912
	Iteration 13Q: 3 clusters Score -5195043 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -5195387.500000 Penalty: 3479.159912
	Iteration 14Q: 3 clusters Score -5195388 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5195758.500000 Penalty: 3479.159912
	Iteration 15Q: 3 clusters Score -5195758 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5196025.000000 Penalty: 3479.159912
	Iteration 16Q: 3 clusters Score -5196025 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -5196270.500000 Penalty: 3479.159912
	Iteration 17Q: 3 clusters Score -5196270 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5196521.000000 Penalty: 3479.159912
	Iteration 18Q: 3 clusters Score -5196521 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -5196745.000000 Penalty: 3479.159912
	Iteration 19Q: 3 clusters Score -5196745 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -5196906.000000 Penalty: 3479.159912
	Iteration 20F: 3 clusters Score -5196906 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5197023.500000 Penalty: 3479.159912
	Iteration 21Q: 3 clusters Score -5197024 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -5197135.000000 Penalty: 3479.159912
	Iteration 22Q: 3 clusters Score -5197135 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -5197232.500000 Penalty: 3479.159912
	Iteration 23Q: 3 clusters Score -5197232 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -5197320.500000 Penalty: 3479.159912
	Iteration 24Q: 3 clusters Score -5197320 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -5197385.500000 Penalty: 3479.159912
	Iteration 25Q: 3 clusters Score -5197386 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -5197481.500000 Penalty: 3479.159912
	Iteration 26Q: 3 clusters Score -5197482 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -5197588.500000 Penalty: 3479.159912
	Iteration 27Q: 3 clusters Score -5197588 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -5197674.500000 Penalty: 3479.159912
	Iteration 28Q: 3 clusters Score -5197674 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5197743.000000 Penalty: 3479.159912
	Iteration 29Q: 3 clusters Score -5197743 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5197782.000000 Penalty: 3479.159912
	Iteration 30Q: 3 clusters Score -5197782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -5197818.500000 Penalty: 3479.159912
	Iteration 31Q: 3 clusters Score -5197818 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -5197848.000000 Penalty: 3479.159912
	Iteration 32Q: 3 clusters Score -5197848 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5197883.500000 Penalty: 3479.159912
	Iteration 33Q: 3 clusters Score -5197884 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -5197905.500000 Penalty: 3479.159912
	Iteration 34Q: 3 clusters Score -5197906 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -5197914.500000 Penalty: 3479.159912
	Iteration 35Q: 3 clusters Score -5197914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -5197930.500000 Penalty: 3479.159912
	Iteration 36Q: 3 clusters Score -5197930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -5197950.500000 Penalty: 3479.159912
	Iteration 37Q: 3 clusters Score -5197950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -5197963.000000 Penalty: 3479.159912
	Iteration 38Q: 3 clusters Score -5197963 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5197987.000000 Penalty: 3479.159912
	Iteration 39Q: 3 clusters Score -5197987 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5198010.500000 Penalty: 3479.159912
	Iteration 40F: 3 clusters Score -5198010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5198028.500000 Penalty: 3479.159912
	Iteration 41Q: 3 clusters Score -5198028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5198042.500000 Penalty: 3479.159912
	Iteration 42Q: 3 clusters Score -5198042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -5198063.500000 Penalty: 3479.159912
	Iteration 43Q: 3 clusters Score -5198064 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -5198057.500000 Penalty: 3479.159912
	Iteration 44Q: 3 clusters Score -5198058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -5198058.500000 Penalty: 3479.159912
	Iteration 45Q: 3 clusters Score -5198058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -5198076.500000 Penalty: 3479.159912
	Iteration 46Q: 3 clusters Score -5198076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -5198084.500000 Penalty: 3479.159912
	Iteration 47Q: 3 clusters Score -5198084 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -5198099.000000 Penalty: 3479.159912
	Iteration 48Q: 3 clusters Score -5198099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -5198100.000000 Penalty: 3479.159912
	Iteration 49Q: 3 clusters Score -5198100 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -5198107.000000 Penalty: 3479.159912
	Iteration 50Q: 3 clusters Score -5198107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5198106.500000 Penalty: 3479.159912
	Iteration 51Q: 3 clusters Score -5198106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -5198113.000000 Penalty: 3479.159912
	Iteration 52Q: 3 clusters Score -5198113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -5198130.500000 Penalty: 3479.159912
	Iteration 53Q: 3 clusters Score -5198130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5198138.500000 Penalty: 3479.159912
	Iteration 54Q: 3 clusters Score -5198138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -5198136.000000 Penalty: 3479.159912
	Iteration 55Q: 3 clusters Score -5198136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5198137.500000 Penalty: 3479.159912
	Iteration 56Q: 3 clusters Score -5198138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5198139.500000 Penalty: 3479.159912
	Iteration 57Q: 3 clusters Score -5198140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -5198144.000000 Penalty: 3479.159912
	Iteration 58Q: 3 clusters Score -5198144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5198145.500000 Penalty: 3479.159912
	Iteration 59Q: 3 clusters Score -5198146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -5198155.500000 Penalty: 3479.159912
	Iteration 60F: 3 clusters Score -5198156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5198160.500000 Penalty: 3479.159912
	Iteration 61Q: 3 clusters Score -5198160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5198161.500000 Penalty: 3479.159912
	Iteration 62Q: 3 clusters Score -5198162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5198152.500000 Penalty: 3479.159912
	Iteration 63Q: 3 clusters Score -5198152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -5198154.000000 Penalty: 3479.159912
	Iteration 64Q: 3 clusters Score -5198154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -5198154.500000 Penalty: 3479.159912
	Iteration 65Q: 3 clusters Score -5198154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -5198155.500000 Penalty: 3479.159912
	Iteration 66Q: 3 clusters Score -5198156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -5198157.500000 Penalty: 3479.159912
	Iteration 67Q: 3 clusters Score -5198158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5198152.500000 Penalty: 3479.159912
	Iteration 68Q: 3 clusters Score -5198152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -5198151.000000 Penalty: 3479.159912
	Iteration 69Q: 3 clusters Score -5198151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5198151.000000 Penalty: 3479.159912
	Iteration 70Q: 3 clusters Score -5198151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5198153.500000 Penalty: 3479.159912
	Iteration 71Q: 3 clusters Score -5198154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -5198154.000000 Penalty: 3479.159912
	Iteration 72Q: 3 clusters Score -5198154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -5198152.000000 Penalty: 3479.159912
	Iteration 73Q: 3 clusters Score -5198152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -5198150.000000 Penalty: 3479.159912
	Iteration 74Q: 3 clusters Score -5198150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5198154.000000 Penalty: 3479.159912
	Iteration 75Q: 3 clusters Score -5198154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5198154.000000 Penalty: 3479.159912
	Iteration 76F: 3 clusters Score -5198154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Entering Unmasked Estep 
Score: -395457.937500 Penalty: 1325.012817
	Iteration 0F: 2 clusters Score -395457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -392494.562500 Penalty: 2650.025635
	Iteration 0F: 3 clusters Score -392494.6 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -393224.937500 Penalty: 2650.025635
	Iteration 1F: 3 clusters Score -393224.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -393354.500000 Penalty: 2650.025635
	Iteration 2F: 3 clusters Score -393354.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -393436.750000 Penalty: 2650.025635
	Iteration 3Q: 3 clusters Score -393436.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -393492.250000 Penalty: 2650.025635
	Iteration 4Q: 3 clusters Score -393492.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -393542.875000 Penalty: 2650.025635
	Iteration 5Q: 3 clusters Score -393542.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -393601.093750 Penalty: 2650.025635
	Iteration 6Q: 3 clusters Score -393601.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -393660.625000 Penalty: 2650.025635
	Iteration 7Q: 3 clusters Score -393660.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -393713.250000 Penalty: 2650.025635
	Iteration 8Q: 3 clusters Score -393713.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -393774.062500 Penalty: 2650.025635
	Iteration 9Q: 3 clusters Score -393774.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -393838.718750 Penalty: 2650.025635
	Iteration 10Q: 3 clusters Score -393838.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -393905.750000 Penalty: 2650.025635
	Iteration 11Q: 3 clusters Score -393905.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -393966.687500 Penalty: 2650.025635
	Iteration 12Q: 3 clusters Score -393966.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -394033.406250 Penalty: 2650.025635
	Iteration 13Q: 3 clusters Score -394033.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -394086.781250 Penalty: 2650.025635
	Iteration 14Q: 3 clusters Score -394086.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -394137.031250 Penalty: 2650.025635
	Iteration 15Q: 3 clusters Score -394137 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -394181.750000 Penalty: 2650.025635
	Iteration 16Q: 3 clusters Score -394181.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -394216.968750 Penalty: 2650.025635
	Iteration 17Q: 3 clusters Score -394217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -394241.968750 Penalty: 2650.025635
	Iteration 18Q: 3 clusters Score -394242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -394261.468750 Penalty: 2650.025635
	Iteration 19Q: 3 clusters Score -394261.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -394273.250000 Penalty: 2650.025635
	Iteration 20F: 3 clusters Score -394273.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -394286.093750 Penalty: 2650.025635
	Iteration 21Q: 3 clusters Score -394286.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -394303.531250 Penalty: 2650.025635
	Iteration 22Q: 3 clusters Score -394303.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -394315.250000 Penalty: 2650.025635
	Iteration 23Q: 3 clusters Score -394315.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -394325.906250 Penalty: 2650.025635
	Iteration 24Q: 3 clusters Score -394325.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -394341.562500 Penalty: 2650.025635
	Iteration 25Q: 3 clusters Score -394341.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -394356.093750 Penalty: 2650.025635
	Iteration 26Q: 3 clusters Score -394356.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -394369.156250 Penalty: 2650.025635
	Iteration 27Q: 3 clusters Score -394369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -394376.375000 Penalty: 2650.025635
	Iteration 28Q: 3 clusters Score -394376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -394387.187500 Penalty: 2650.025635
	Iteration 29Q: 3 clusters Score -394387.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -394394.250000 Penalty: 2650.025635
	Iteration 30Q: 3 clusters Score -394394.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -394397.718750 Penalty: 2650.025635
	Iteration 31Q: 3 clusters Score -394397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -394398.843750 Penalty: 2650.025635
	Iteration 32Q: 3 clusters Score -394398.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -394401.031250 Penalty: 2650.025635
	Iteration 33Q: 3 clusters Score -394401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -394401.031250 Penalty: 2650.025635
	Iteration 34F: 3 clusters Score -394401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Entering Unmasked Estep 
Score: -2400999.750000 Penalty: 1615.861938
	Iteration 0F: 2 clusters Score -2401000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2386837.500000 Penalty: 3231.723877
	Iteration 0F: 3 clusters Score -2386838 nChanged 9430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -2392154.500000 Penalty: 3231.723877
	Iteration 1F: 3 clusters Score -2392154 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2392639.000000 Penalty: 3231.723877
	Iteration 2F: 3 clusters Score -2392639 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2393256.750000 Penalty: 3231.723877
	Iteration 3F: 3 clusters Score -2393257 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2394204.750000 Penalty: 3231.723877
	Iteration 4F: 3 clusters Score -2394205 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2395510.750000 Penalty: 3231.723877
	Iteration 5F: 3 clusters Score -2395511 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2396971.750000 Penalty: 3231.723877
	Iteration 6F: 3 clusters Score -2396972 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -2398103.500000 Penalty: 3231.723877
	Iteration 7F: 3 clusters Score -2398104 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2398832.250000 Penalty: 3231.723877
	Iteration 8Q: 3 clusters Score -2398832 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -2399203.500000 Penalty: 3231.723877
	Iteration 9Q: 3 clusters Score -2399204 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2399377.500000 Penalty: 3231.723877
	Iteration 10Q: 3 clusters Score -2399378 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -2399480.000000 Penalty: 3231.723877
	Iteration 11Q: 3 clusters Score -2399480 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2399533.250000 Penalty: 3231.723877
	Iteration 12Q: 3 clusters Score -2399533 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2399565.500000 Penalty: 3231.723877
	Iteration 13Q: 3 clusters Score -2399566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -2399585.750000 Penalty: 3231.723877
	Iteration 14Q: 3 clusters Score -2399586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -2399599.000000 Penalty: 3231.723877
	Iteration 15Q: 3 clusters Score -2399599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2399616.000000 Penalty: 3231.723877
	Iteration 16Q: 3 clusters Score -2399616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2399621.500000 Penalty: 3231.723877
	Iteration 17Q: 3 clusters Score -2399622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2399625.000000 Penalty: 3231.723877
	Iteration 18Q: 3 clusters Score -2399625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -2399627.500000 Penalty: 3231.723877
	Iteration 19Q: 3 clusters Score -2399628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2399629.750000 Penalty: 3231.723877
	Iteration 20F: 3 clusters Score -2399630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -2399633.000000 Penalty: 3231.723877
	Iteration 21Q: 3 clusters Score -2399633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2399631.250000 Penalty: 3231.723877
	Iteration 22Q: 3 clusters Score -2399631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2399631.250000 Penalty: 3231.723877
	Iteration 23F: 3 clusters Score -2399631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -504350.812500 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -504350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -500682.406250 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -500682.4 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -501714.125000 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -501714.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -501924.906250 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -501924.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -502068.500000 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -502068.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -502187.218750 Penalty: 2729.629395
	Iteration 4Q: 3 clusters Score -502187.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -502338.375000 Penalty: 2729.629395
	Iteration 5Q: 3 clusters Score -502338.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -502596.687500 Penalty: 2729.629395
	Iteration 6Q: 3 clusters Score -502596.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -502972.250000 Penalty: 2729.629395
	Iteration 7Q: 3 clusters Score -502972.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -503298.906250 Penalty: 2729.629395
	Iteration 8F: 3 clusters Score -503298.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -503587.750000 Penalty: 2729.629395
	Iteration 9F: 3 clusters Score -503587.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -503822.312500 Penalty: 2729.629395
	Iteration 10F: 3 clusters Score -503822.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -504041.406250 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -504041.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -504248.968750 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -504249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -504410.156250 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -504410.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -504519.781250 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -504519.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -504590.281250 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -504590.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -504627.937500 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -504627.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -504651.625000 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -504651.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -504678.781250 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -504678.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -504701.812500 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -504701.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -504716.343750 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -504716.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -504731.812500 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -504731.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -504752.968750 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -504753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -504762.000000 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -504762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -504769.187500 Penalty: 2729.629395
	Iteration 24Q: 3 clusters Score -504769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -504785.593750 Penalty: 2729.629395
	Iteration 25Q: 3 clusters Score -504785.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -504803.312500 Penalty: 2729.629395
	Iteration 26Q: 3 clusters Score -504803.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -504819.937500 Penalty: 2729.629395
	Iteration 27Q: 3 clusters Score -504819.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -504833.500000 Penalty: 2729.629395
	Iteration 28Q: 3 clusters Score -504833.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -504847.000000 Penalty: 2729.629395
	Iteration 29Q: 3 clusters Score -504847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -504861.156250 Penalty: 2729.629395
	Iteration 30Q: 3 clusters Score -504861.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -504870.750000 Penalty: 2729.629395
	Iteration 31Q: 3 clusters Score -504870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -504876.750000 Penalty: 2729.629395
	Iteration 32Q: 3 clusters Score -504876.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -504880.437500 Penalty: 2729.629395
	Iteration 33Q: 3 clusters Score -504880.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -504884.593750 Penalty: 2729.629395
	Iteration 34Q: 3 clusters Score -504884.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -504886.031250 Penalty: 2729.629395
	Iteration 35Q: 3 clusters Score -504886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -504887.968750 Penalty: 2729.629395
	Iteration 36Q: 3 clusters Score -504888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -504887.187500 Penalty: 2729.629395
	Iteration 37Q: 3 clusters Score -504887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -504887.187500 Penalty: 2729.629395
	Iteration 38F: 3 clusters Score -504887.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44583 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 3159 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 89326 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 19361 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 1283 members 
Entering Unmasked Estep 
Score: -40128716.000000 Penalty: 95668.117188
Splitting cluster 8 changes total score from -40129020.000000 to -40128716.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Entering Unmasked Estep 
Score: -1588129.125000 Penalty: 1548.145142
	Iteration 0F: 2 clusters Score -1588129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1578555.625000 Penalty: 3096.290283
	Iteration 0F: 3 clusters Score -1578556 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1581887.500000 Penalty: 3096.290283
	Iteration 1F: 3 clusters Score -1581888 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1582175.500000 Penalty: 3096.290283
	Iteration 2F: 3 clusters Score -1582176 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1582390.750000 Penalty: 3096.290283
	Iteration 3Q: 3 clusters Score -1582391 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1582589.125000 Penalty: 3096.290283
	Iteration 4Q: 3 clusters Score -1582589 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1582818.125000 Penalty: 3096.290283
	Iteration 5Q: 3 clusters Score -1582818 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1583098.125000 Penalty: 3096.290283
	Iteration 6Q: 3 clusters Score -1583098 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1583505.000000 Penalty: 3096.290283
	Iteration 7F: 3 clusters Score -1583505 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1584026.000000 Penalty: 3096.290283
	Iteration 8F: 3 clusters Score -1584026 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1584675.125000 Penalty: 3096.290283
	Iteration 9F: 3 clusters Score -1584675 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1585389.500000 Penalty: 3096.290283
	Iteration 10F: 3 clusters Score -1585390 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1585974.375000 Penalty: 3096.290283
	Iteration 11Q: 3 clusters Score -1585974 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1586365.125000 Penalty: 3096.290283
	Iteration 12Q: 3 clusters Score -1586365 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -1586630.375000 Penalty: 3096.290283
	Iteration 13Q: 3 clusters Score -1586630 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1586741.375000 Penalty: 3096.290283
	Iteration 14Q: 3 clusters Score -1586741 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -1586792.000000 Penalty: 3096.290283
	Iteration 15Q: 3 clusters Score -1586792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1586823.125000 Penalty: 3096.290283
	Iteration 16Q: 3 clusters Score -1586823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1586843.750000 Penalty: 3096.290283
	Iteration 17Q: 3 clusters Score -1586844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1586853.625000 Penalty: 3096.290283
	Iteration 18Q: 3 clusters Score -1586854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1586866.375000 Penalty: 3096.290283
	Iteration 19Q: 3 clusters Score -1586866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1586867.625000 Penalty: 3096.290283
	Iteration 20F: 3 clusters Score -1586868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1586874.500000 Penalty: 3096.290283
	Iteration 21Q: 3 clusters Score -1586874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1586877.500000 Penalty: 3096.290283
	Iteration 22Q: 3 clusters Score -1586878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1586883.875000 Penalty: 3096.290283
	Iteration 23Q: 3 clusters Score -1586884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1586883.875000 Penalty: 3096.290283
	Iteration 24F: 3 clusters Score -1586884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Entering Unmasked Estep 
Score: -567598.812500 Penalty: 1382.213623
	Iteration 0F: 2 clusters Score -567598.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -563668.812500 Penalty: 2764.427246
	Iteration 0F: 3 clusters Score -563668.8 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -564725.187500 Penalty: 2764.427246
	Iteration 1F: 3 clusters Score -564725.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -564888.937500 Penalty: 2764.427246
	Iteration 2F: 3 clusters Score -564888.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -565003.500000 Penalty: 2764.427246
	Iteration 3Q: 3 clusters Score -565003.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -565094.125000 Penalty: 2764.427246
	Iteration 4Q: 3 clusters Score -565094.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -565161.187500 Penalty: 2764.427246
	Iteration 5Q: 3 clusters Score -565161.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -565220.500000 Penalty: 2764.427246
	Iteration 6Q: 3 clusters Score -565220.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -565279.000000 Penalty: 2764.427246
	Iteration 7Q: 3 clusters Score -565279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -565333.687500 Penalty: 2764.427246
	Iteration 8Q: 3 clusters Score -565333.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -565397.937500 Penalty: 2764.427246
	Iteration 9Q: 3 clusters Score -565397.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -565459.187500 Penalty: 2764.427246
	Iteration 10Q: 3 clusters Score -565459.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -565525.062500 Penalty: 2764.427246
	Iteration 11Q: 3 clusters Score -565525.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -565619.375000 Penalty: 2764.427246
	Iteration 12Q: 3 clusters Score -565619.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -565730.875000 Penalty: 2764.427246
	Iteration 13Q: 3 clusters Score -565730.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -565856.125000 Penalty: 2764.427246
	Iteration 14Q: 3 clusters Score -565856.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -565977.312500 Penalty: 2764.427246
	Iteration 15Q: 3 clusters Score -565977.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -566083.875000 Penalty: 2764.427246
	Iteration 16Q: 3 clusters Score -566083.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -566162.250000 Penalty: 2764.427246
	Iteration 17Q: 3 clusters Score -566162.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -566223.812500 Penalty: 2764.427246
	Iteration 18Q: 3 clusters Score -566223.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -566276.687500 Penalty: 2764.427246
	Iteration 19Q: 3 clusters Score -566276.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -566309.375000 Penalty: 2764.427246
	Iteration 20F: 3 clusters Score -566309.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -566337.125000 Penalty: 2764.427246
	Iteration 21Q: 3 clusters Score -566337.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -566362.562500 Penalty: 2764.427246
	Iteration 22Q: 3 clusters Score -566362.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -566375.125000 Penalty: 2764.427246
	Iteration 23Q: 3 clusters Score -566375.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -566379.562500 Penalty: 2764.427246
	Iteration 24Q: 3 clusters Score -566379.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -566385.625000 Penalty: 2764.427246
	Iteration 25Q: 3 clusters Score -566385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -566392.437500 Penalty: 2764.427246
	Iteration 26Q: 3 clusters Score -566392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -566395.125000 Penalty: 2764.427246
	Iteration 27Q: 3 clusters Score -566395.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -566396.437500 Penalty: 2764.427246
	Iteration 28Q: 3 clusters Score -566396.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -566397.875000 Penalty: 2764.427246
	Iteration 29Q: 3 clusters Score -566397.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -566401.312500 Penalty: 2764.427246
	Iteration 30Q: 3 clusters Score -566401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -566402.000000 Penalty: 2764.427246
	Iteration 31Q: 3 clusters Score -566402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -566403.562500 Penalty: 2764.427246
	Iteration 32Q: 3 clusters Score -566403.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -566406.750000 Penalty: 2764.427246
	Iteration 33Q: 3 clusters Score -566406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -566407.625000 Penalty: 2764.427246
	Iteration 34Q: 3 clusters Score -566407.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -566408.687500 Penalty: 2764.427246
	Iteration 35Q: 3 clusters Score -566408.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -566410.250000 Penalty: 2764.427246
	Iteration 36Q: 3 clusters Score -566410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -566412.750000 Penalty: 2764.427246
	Iteration 37Q: 3 clusters Score -566412.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -566414.312500 Penalty: 2764.427246
	Iteration 38Q: 3 clusters Score -566414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -566416.187500 Penalty: 2764.427246
	Iteration 39Q: 3 clusters Score -566416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -566417.000000 Penalty: 2764.427246
	Iteration 40F: 3 clusters Score -566417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -566418.437500 Penalty: 2764.427246
	Iteration 41Q: 3 clusters Score -566418.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -566421.375000 Penalty: 2764.427246
	Iteration 42Q: 3 clusters Score -566421.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -566422.750000 Penalty: 2764.427246
	Iteration 43Q: 3 clusters Score -566422.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -566423.187500 Penalty: 2764.427246
	Iteration 44Q: 3 clusters Score -566423.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -566423.187500 Penalty: 2764.427246
	Iteration 45F: 3 clusters Score -566423.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Entering Unmasked Estep 
Score: -703233.062500 Penalty: 1416.809448
	Iteration 0F: 2 clusters Score -703233.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -698585.625000 Penalty: 2833.618896
	Iteration 0F: 3 clusters Score -698585.6 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -699994.812500 Penalty: 2833.618896
	Iteration 1F: 3 clusters Score -699994.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -700181.750000 Penalty: 2833.618896
	Iteration 2F: 3 clusters Score -700181.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -700321.687500 Penalty: 2833.618896
	Iteration 3Q: 3 clusters Score -700321.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -700458.562500 Penalty: 2833.618896
	Iteration 4Q: 3 clusters Score -700458.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -700605.500000 Penalty: 2833.618896
	Iteration 5Q: 3 clusters Score -700605.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -700732.437500 Penalty: 2833.618896
	Iteration 6Q: 3 clusters Score -700732.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -700865.187500 Penalty: 2833.618896
	Iteration 7Q: 3 clusters Score -700865.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -701018.937500 Penalty: 2833.618896
	Iteration 8Q: 3 clusters Score -701018.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -701145.187500 Penalty: 2833.618896
	Iteration 9Q: 3 clusters Score -701145.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -701292.812500 Penalty: 2833.618896
	Iteration 10Q: 3 clusters Score -701292.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -701430.250000 Penalty: 2833.618896
	Iteration 11Q: 3 clusters Score -701430.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -701543.625000 Penalty: 2833.618896
	Iteration 12Q: 3 clusters Score -701543.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -701651.375000 Penalty: 2833.618896
	Iteration 13Q: 3 clusters Score -701651.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -701739.250000 Penalty: 2833.618896
	Iteration 14Q: 3 clusters Score -701739.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -701793.750000 Penalty: 2833.618896
	Iteration 15Q: 3 clusters Score -701793.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -701836.062500 Penalty: 2833.618896
	Iteration 16Q: 3 clusters Score -701836.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -701870.625000 Penalty: 2833.618896
	Iteration 17Q: 3 clusters Score -701870.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -701898.687500 Penalty: 2833.618896
	Iteration 18Q: 3 clusters Score -701898.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -701917.562500 Penalty: 2833.618896
	Iteration 19Q: 3 clusters Score -701917.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -701930.312500 Penalty: 2833.618896
	Iteration 20F: 3 clusters Score -701930.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -701945.125000 Penalty: 2833.618896
	Iteration 21Q: 3 clusters Score -701945.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -701955.125000 Penalty: 2833.618896
	Iteration 22Q: 3 clusters Score -701955.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -701961.375000 Penalty: 2833.618896
	Iteration 23Q: 3 clusters Score -701961.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -701970.625000 Penalty: 2833.618896
	Iteration 24Q: 3 clusters Score -701970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -701973.250000 Penalty: 2833.618896
	Iteration 25Q: 3 clusters Score -701973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -701976.250000 Penalty: 2833.618896
	Iteration 26Q: 3 clusters Score -701976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -701978.187500 Penalty: 2833.618896
	Iteration 27Q: 3 clusters Score -701978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -701983.750000 Penalty: 2833.618896
	Iteration 28Q: 3 clusters Score -701983.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -701987.062500 Penalty: 2833.618896
	Iteration 29Q: 3 clusters Score -701987.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -701989.000000 Penalty: 2833.618896
	Iteration 30Q: 3 clusters Score -701989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -701990.250000 Penalty: 2833.618896
	Iteration 31Q: 3 clusters Score -701990.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -701992.875000 Penalty: 2833.618896
	Iteration 32Q: 3 clusters Score -701992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -701997.125000 Penalty: 2833.618896
	Iteration 33Q: 3 clusters Score -701997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -701999.312500 Penalty: 2833.618896
	Iteration 34Q: 3 clusters Score -701999.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -701999.312500 Penalty: 2833.618896
	Iteration 35F: 3 clusters Score -701999.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Entering Unmasked Estep 
Score: -448160.156250 Penalty: 1359.270508
	Iteration 0F: 2 clusters Score -448160.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -444660.156250 Penalty: 2718.541016
	Iteration 0F: 3 clusters Score -444660.2 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -445845.156250 Penalty: 2718.541016
	Iteration 1F: 3 clusters Score -445845.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -446184.218750 Penalty: 2718.541016
	Iteration 2F: 3 clusters Score -446184.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -446390.875000 Penalty: 2718.541016
	Iteration 3F: 3 clusters Score -446390.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -446527.093750 Penalty: 2718.541016
	Iteration 4Q: 3 clusters Score -446527.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -446645.218750 Penalty: 2718.541016
	Iteration 5Q: 3 clusters Score -446645.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -446752.750000 Penalty: 2718.541016
	Iteration 6Q: 3 clusters Score -446752.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -446842.406250 Penalty: 2718.541016
	Iteration 7Q: 3 clusters Score -446842.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -446898.218750 Penalty: 2718.541016
	Iteration 8Q: 3 clusters Score -446898.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -446940.625000 Penalty: 2718.541016
	Iteration 9Q: 3 clusters Score -446940.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -446971.750000 Penalty: 2718.541016
	Iteration 10Q: 3 clusters Score -446971.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -447007.875000 Penalty: 2718.541016
	Iteration 11Q: 3 clusters Score -447007.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -447043.000000 Penalty: 2718.541016
	Iteration 12Q: 3 clusters Score -447043 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -447083.343750 Penalty: 2718.541016
	Iteration 13Q: 3 clusters Score -447083.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -447119.031250 Penalty: 2718.541016
	Iteration 14Q: 3 clusters Score -447119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -447152.593750 Penalty: 2718.541016
	Iteration 15Q: 3 clusters Score -447152.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -447191.562500 Penalty: 2718.541016
	Iteration 16Q: 3 clusters Score -447191.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -447230.812500 Penalty: 2718.541016
	Iteration 17Q: 3 clusters Score -447230.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -447263.906250 Penalty: 2718.541016
	Iteration 18Q: 3 clusters Score -447263.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -447284.906250 Penalty: 2718.541016
	Iteration 19Q: 3 clusters Score -447284.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -447302.687500 Penalty: 2718.541016
	Iteration 20F: 3 clusters Score -447302.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -447329.500000 Penalty: 2718.541016
	Iteration 21Q: 3 clusters Score -447329.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -447357.531250 Penalty: 2718.541016
	Iteration 22Q: 3 clusters Score -447357.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -447368.468750 Penalty: 2718.541016
	Iteration 23Q: 3 clusters Score -447368.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -447381.656250 Penalty: 2718.541016
	Iteration 24Q: 3 clusters Score -447381.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -447401.437500 Penalty: 2718.541016
	Iteration 25Q: 3 clusters Score -447401.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -447419.375000 Penalty: 2718.541016
	Iteration 26Q: 3 clusters Score -447419.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -447433.968750 Penalty: 2718.541016
	Iteration 27Q: 3 clusters Score -447434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -447449.031250 Penalty: 2718.541016
	Iteration 28Q: 3 clusters Score -447449 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -447461.718750 Penalty: 2718.541016
	Iteration 29Q: 3 clusters Score -447461.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -447470.343750 Penalty: 2718.541016
	Iteration 30Q: 3 clusters Score -447470.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -447476.968750 Penalty: 2718.541016
	Iteration 31Q: 3 clusters Score -447477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -447480.656250 Penalty: 2718.541016
	Iteration 32Q: 3 clusters Score -447480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -447483.062500 Penalty: 2718.541016
	Iteration 33Q: 3 clusters Score -447483.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -447485.812500 Penalty: 2718.541016
	Iteration 34Q: 3 clusters Score -447485.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -447487.781250 Penalty: 2718.541016
	Iteration 35Q: 3 clusters Score -447487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -447489.281250 Penalty: 2718.541016
	Iteration 36Q: 3 clusters Score -447489.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -447489.468750 Penalty: 2718.541016
	Iteration 37Q: 3 clusters Score -447489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -447490.562500 Penalty: 2718.541016
	Iteration 38Q: 3 clusters Score -447490.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -447492.468750 Penalty: 2718.541016
	Iteration 39Q: 3 clusters Score -447492.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -447493.937500 Penalty: 2718.541016
	Iteration 40F: 3 clusters Score -447493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -447494.125000 Penalty: 2718.541016
	Iteration 41Q: 3 clusters Score -447494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -447493.625000 Penalty: 2718.541016
	Iteration 42Q: 3 clusters Score -447493.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -447493.781250 Penalty: 2718.541016
	Iteration 43Q: 3 clusters Score -447493.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -447494.562500 Penalty: 2718.541016
	Iteration 44Q: 3 clusters Score -447494.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -447495.875000 Penalty: 2718.541016
	Iteration 45Q: 3 clusters Score -447495.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -447496.531250 Penalty: 2718.541016
	Iteration 46Q: 3 clusters Score -447496.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -447498.218750 Penalty: 2718.541016
	Iteration 47Q: 3 clusters Score -447498.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -447499.312500 Penalty: 2718.541016
	Iteration 48Q: 3 clusters Score -447499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -447500.156250 Penalty: 2718.541016
	Iteration 49Q: 3 clusters Score -447500.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -447500.656250 Penalty: 2718.541016
	Iteration 50Q: 3 clusters Score -447500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -447501.437500 Penalty: 2718.541016
	Iteration 51Q: 3 clusters Score -447501.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -447503.437500 Penalty: 2718.541016
	Iteration 52Q: 3 clusters Score -447503.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -447503.437500 Penalty: 2718.541016
	Iteration 53F: 3 clusters Score -447503.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Entering Unmasked Estep 
Score: -3248783.000000 Penalty: 1665.161621
	Iteration 0F: 2 clusters Score -3248783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -3229670.000000 Penalty: 3330.323242
	Iteration 0F: 3 clusters Score -3229670 nChanged 13043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -3236805.000000 Penalty: 3330.323242
	Iteration 1F: 3 clusters Score -3236805 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -3237298.500000 Penalty: 3330.323242
	Iteration 2Q: 3 clusters Score -3237298 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -3237882.750000 Penalty: 3330.323242
	Iteration 3Q: 3 clusters Score -3237883 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3238537.750000 Penalty: 3330.323242
	Iteration 4Q: 3 clusters Score -3238538 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3239244.500000 Penalty: 3330.323242
	Iteration 5Q: 3 clusters Score -3239244 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -3240077.000000 Penalty: 3330.323242
	Iteration 6Q: 3 clusters Score -3240077 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -3240987.750000 Penalty: 3330.323242
	Iteration 7F: 3 clusters Score -3240988 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3241814.250000 Penalty: 3330.323242
	Iteration 8F: 3 clusters Score -3241814 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -3242480.750000 Penalty: 3330.323242
	Iteration 9Q: 3 clusters Score -3242481 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -3242993.250000 Penalty: 3330.323242
	Iteration 10Q: 3 clusters Score -3242993 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3243360.500000 Penalty: 3330.323242
	Iteration 11Q: 3 clusters Score -3243360 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -3243590.500000 Penalty: 3330.323242
	Iteration 12Q: 3 clusters Score -3243590 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -3243764.750000 Penalty: 3330.323242
	Iteration 13Q: 3 clusters Score -3243765 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3243871.250000 Penalty: 3330.323242
	Iteration 14Q: 3 clusters Score -3243871 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -3243913.500000 Penalty: 3330.323242
	Iteration 15Q: 3 clusters Score -3243914 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -3243953.000000 Penalty: 3330.323242
	Iteration 16Q: 3 clusters Score -3243953 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -3244008.000000 Penalty: 3330.323242
	Iteration 17Q: 3 clusters Score -3244008 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -3244053.000000 Penalty: 3330.323242
	Iteration 18Q: 3 clusters Score -3244053 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -3244075.250000 Penalty: 3330.323242
	Iteration 19Q: 3 clusters Score -3244075 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -3244095.750000 Penalty: 3330.323242
	Iteration 20F: 3 clusters Score -3244096 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -3244104.500000 Penalty: 3330.323242
	Iteration 21Q: 3 clusters Score -3244104 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -3244134.500000 Penalty: 3330.323242
	Iteration 22Q: 3 clusters Score -3244134 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -3244153.750000 Penalty: 3330.323242
	Iteration 23Q: 3 clusters Score -3244154 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -3244185.750000 Penalty: 3330.323242
	Iteration 24Q: 3 clusters Score -3244186 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -3244230.750000 Penalty: 3330.323242
	Iteration 25Q: 3 clusters Score -3244231 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -3244274.750000 Penalty: 3330.323242
	Iteration 26Q: 3 clusters Score -3244275 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3244302.000000 Penalty: 3330.323242
	Iteration 27Q: 3 clusters Score -3244302 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -3244337.000000 Penalty: 3330.323242
	Iteration 28Q: 3 clusters Score -3244337 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3244365.250000 Penalty: 3330.323242
	Iteration 29Q: 3 clusters Score -3244365 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -3244416.250000 Penalty: 3330.323242
	Iteration 30Q: 3 clusters Score -3244416 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3244454.250000 Penalty: 3330.323242
	Iteration 31Q: 3 clusters Score -3244454 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -3244501.250000 Penalty: 3330.323242
	Iteration 32Q: 3 clusters Score -3244501 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -3244563.500000 Penalty: 3330.323242
	Iteration 33Q: 3 clusters Score -3244564 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -3244635.250000 Penalty: 3330.323242
	Iteration 34Q: 3 clusters Score -3244635 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -3244696.000000 Penalty: 3330.323242
	Iteration 35Q: 3 clusters Score -3244696 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3244776.250000 Penalty: 3330.323242
	Iteration 36Q: 3 clusters Score -3244776 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -3244884.000000 Penalty: 3330.323242
	Iteration 37Q: 3 clusters Score -3244884 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -3244981.250000 Penalty: 3330.323242
	Iteration 38Q: 3 clusters Score -3244981 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3245081.250000 Penalty: 3330.323242
	Iteration 39Q: 3 clusters Score -3245081 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3245214.250000 Penalty: 3330.323242
	Iteration 40F: 3 clusters Score -3245214 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -3245396.000000 Penalty: 3330.323242
	Iteration 41Q: 3 clusters Score -3245396 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -3245569.000000 Penalty: 3330.323242
	Iteration 42Q: 3 clusters Score -3245569 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3245774.250000 Penalty: 3330.323242
	Iteration 43Q: 3 clusters Score -3245774 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3246006.000000 Penalty: 3330.323242
	Iteration 44Q: 3 clusters Score -3246006 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -3246285.000000 Penalty: 3330.323242
	Iteration 45Q: 3 clusters Score -3246285 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -3246557.750000 Penalty: 3330.323242
	Iteration 46Q: 3 clusters Score -3246558 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3246828.500000 Penalty: 3330.323242
	Iteration 47Q: 3 clusters Score -3246828 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -3247052.000000 Penalty: 3330.323242
	Iteration 48Q: 3 clusters Score -3247052 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -3247255.250000 Penalty: 3330.323242
	Iteration 49Q: 3 clusters Score -3247255 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -3247438.500000 Penalty: 3330.323242
	Iteration 50Q: 3 clusters Score -3247438 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3247598.250000 Penalty: 3330.323242
	Iteration 51Q: 3 clusters Score -3247598 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -3247723.000000 Penalty: 3330.323242
	Iteration 52Q: 3 clusters Score -3247723 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -3247806.250000 Penalty: 3330.323242
	Iteration 53Q: 3 clusters Score -3247806 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3247854.000000 Penalty: 3330.323242
	Iteration 54Q: 3 clusters Score -3247854 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3247895.500000 Penalty: 3330.323242
	Iteration 55Q: 3 clusters Score -3247896 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -3247919.000000 Penalty: 3330.323242
	Iteration 56Q: 3 clusters Score -3247919 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3247941.750000 Penalty: 3330.323242
	Iteration 57Q: 3 clusters Score -3247942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -3247954.250000 Penalty: 3330.323242
	Iteration 58Q: 3 clusters Score -3247954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3247961.750000 Penalty: 3330.323242
	Iteration 59Q: 3 clusters Score -3247962 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3247979.250000 Penalty: 3330.323242
	Iteration 60F: 3 clusters Score -3247979 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -3247992.750000 Penalty: 3330.323242
	Iteration 61Q: 3 clusters Score -3247993 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3248005.500000 Penalty: 3330.323242
	Iteration 62Q: 3 clusters Score -3248006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3248012.750000 Penalty: 3330.323242
	Iteration 63Q: 3 clusters Score -3248013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -3248022.750000 Penalty: 3330.323242
	Iteration 64Q: 3 clusters Score -3248023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -3248022.500000 Penalty: 3330.323242
	Iteration 65Q: 3 clusters Score -3248022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -3248034.750000 Penalty: 3330.323242
	Iteration 66Q: 3 clusters Score -3248035 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3248035.000000 Penalty: 3330.323242
	Iteration 67Q: 3 clusters Score -3248035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3248037.750000 Penalty: 3330.323242
	Iteration 68Q: 3 clusters Score -3248038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -3248037.500000 Penalty: 3330.323242
	Iteration 69Q: 3 clusters Score -3248038 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -3248046.750000 Penalty: 3330.323242
	Iteration 70Q: 3 clusters Score -3248047 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -3248045.750000 Penalty: 3330.323242
	Iteration 71Q: 3 clusters Score -3248046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3248050.000000 Penalty: 3330.323242
	Iteration 72Q: 3 clusters Score -3248050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -3248042.000000 Penalty: 3330.323242
	Iteration 73Q: 3 clusters Score -3248042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -3248046.750000 Penalty: 3330.323242
	Iteration 74Q: 3 clusters Score -3248047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -3248049.500000 Penalty: 3330.323242
	Iteration 75Q: 3 clusters Score -3248050 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -3248052.500000 Penalty: 3330.323242
	Iteration 76Q: 3 clusters Score -3248052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3248057.000000 Penalty: 3330.323242
	Iteration 77Q: 3 clusters Score -3248057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -3248060.500000 Penalty: 3330.323242
	Iteration 78Q: 3 clusters Score -3248060 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3248057.750000 Penalty: 3330.323242
	Iteration 79Q: 3 clusters Score -3248058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -3248060.500000 Penalty: 3330.323242
	Iteration 80F: 3 clusters Score -3248060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -3248070.250000 Penalty: 3330.323242
	Iteration 81Q: 3 clusters Score -3248070 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -3248076.750000 Penalty: 3330.323242
	Iteration 82Q: 3 clusters Score -3248077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -3248079.750000 Penalty: 3330.323242
	Iteration 83Q: 3 clusters Score -3248080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -3248075.000000 Penalty: 3330.323242
	Iteration 84Q: 3 clusters Score -3248075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -3248076.750000 Penalty: 3330.323242
	Iteration 85Q: 3 clusters Score -3248077 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -3248080.250000 Penalty: 3330.323242
	Iteration 86Q: 3 clusters Score -3248080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -3248084.250000 Penalty: 3330.323242
	Iteration 87Q: 3 clusters Score -3248084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -3248086.250000 Penalty: 3330.323242
	Iteration 88Q: 3 clusters Score -3248086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -3248084.750000 Penalty: 3330.323242
	Iteration 89Q: 3 clusters Score -3248085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -3248088.250000 Penalty: 3330.323242
	Iteration 90Q: 3 clusters Score -3248088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 24369 members 
Entering Unmasked Estep 
Score: -3248091.500000 Penalty: 3330.323242
	Iteration 91Q: 3 clusters Score -3248092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -3248092.750000 Penalty: 3330.323242
	Iteration 92Q: 3 clusters Score -3248093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -3248091.500000 Penalty: 3330.323242
	Iteration 93Q: 3 clusters Score -3248092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3248096.750000 Penalty: 3330.323242
	Iteration 94Q: 3 clusters Score -3248097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -3248096.750000 Penalty: 3330.323242
	Iteration 95F: 3 clusters Score -3248097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (89326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Entering Unmasked Estep 
Score: -10244444.000000 Penalty: 1852.507812
	Iteration 0F: 2 clusters Score -1.024444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -10184553.000000 Penalty: 3705.015625
	Iteration 0F: 3 clusters Score -1.018455e+07 nChanged 42573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -10209404.000000 Penalty: 3705.015625
	Iteration 1F: 3 clusters Score -1.02094e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -10210375.000000 Penalty: 3705.015625
	Iteration 2Q: 3 clusters Score -1.021038e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -10211797.000000 Penalty: 3705.015625
	Iteration 3Q: 3 clusters Score -1.02118e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 56525 members 
Entering Unmasked Estep 
Score: -10214155.000000 Penalty: 3705.015625
	Iteration 4F: 3 clusters Score -1.021416e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 61939 members 
Entering Unmasked Estep 
Score: -10218179.000000 Penalty: 3705.015625
	Iteration 5F: 3 clusters Score -1.021818e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 68642 members 
Entering Unmasked Estep 
Score: -10224097.000000 Penalty: 3705.015625
	Iteration 6F: 3 clusters Score -1.02241e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -10230578.000000 Penalty: 3705.015625
	Iteration 7F: 3 clusters Score -1.023058e+07 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 80575 members 
Entering Unmasked Estep 
Score: -10235758.000000 Penalty: 3705.015625
	Iteration 8F: 3 clusters Score -1.023576e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 84001 members 
Entering Unmasked Estep 
Score: -10238975.000000 Penalty: 3705.015625
	Iteration 9Q: 3 clusters Score -1.023898e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -10241112.000000 Penalty: 3705.015625
	Iteration 10Q: 3 clusters Score -1.024111e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 87063 members 
Entering Unmasked Estep 
Score: -10242866.000000 Penalty: 3705.015625
	Iteration 11Q: 3 clusters Score -1.024287e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 87758 members 
Entering Unmasked Estep 
Score: -10244449.000000 Penalty: 3705.015625
	Iteration 12Q: 3 clusters Score -1.024445e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 88238 members 
Entering Unmasked Estep 
Score: -10246146.000000 Penalty: 3705.015625
	Iteration 13Q: 3 clusters Score -1.024615e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 88619 members 
Entering Unmasked Estep 
Score: -10248743.000000 Penalty: 3705.015625
	Iteration 14Q: 3 clusters Score -1.024874e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -10253858.000000 Penalty: 3705.015625
	Iteration 15Q: 3 clusters Score -1.025386e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 88897 members 
Entering Unmasked Estep 
Score: -10256177.000000 Penalty: 3705.015625
	Iteration 16Q: 3 clusters Score -1.025618e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 88916 members 
Entering Unmasked Estep 
Score: -10256656.000000 Penalty: 3705.015625
	Iteration 17Q: 3 clusters Score -1.025666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 88931 members 
Entering Unmasked Estep 
Score: -10256996.000000 Penalty: 3705.015625
	Iteration 18Q: 3 clusters Score -1.0257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 88944 members 
Entering Unmasked Estep 
Score: -10257357.000000 Penalty: 3705.015625
	Iteration 19Q: 3 clusters Score -1.025736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 88949 members 
Entering Unmasked Estep 
Score: -10257474.000000 Penalty: 3705.015625
	Iteration 20F: 3 clusters Score -1.025747e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -10257484.000000 Penalty: 3705.015625
	Iteration 21Q: 3 clusters Score -1.025748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 88950 members 
Entering Unmasked Estep 
Score: -10257484.000000 Penalty: 3705.015625
	Iteration 22F: 3 clusters Score -1.025748e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44583 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 19361 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88950 members 
Entering Unmasked Estep 
Score: -40141756.000000 Penalty: 95668.117188
Splitting cluster 14 changes total score from -40129020.000000 to -40141756.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 15 (1554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Entering Unmasked Estep 
Score: -173491.640625 Penalty: 1194.145508
	Iteration 0F: 2 clusters Score -173491.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -171700.546875 Penalty: 2388.291016
	Iteration 0F: 3 clusters Score -171700.5 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -172010.859375 Penalty: 2388.291016
	Iteration 1F: 3 clusters Score -172010.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -172086.656250 Penalty: 2388.291016
	Iteration 2F: 3 clusters Score -172086.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -172124.312500 Penalty: 2388.291016
	Iteration 3Q: 3 clusters Score -172124.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -172143.437500 Penalty: 2388.291016
	Iteration 4Q: 3 clusters Score -172143.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -172155.500000 Penalty: 2388.291016
	Iteration 5Q: 3 clusters Score -172155.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -172172.015625 Penalty: 2388.291016
	Iteration 6Q: 3 clusters Score -172172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -172185.859375 Penalty: 2388.291016
	Iteration 7Q: 3 clusters Score -172185.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -172196.390625 Penalty: 2388.291016
	Iteration 8Q: 3 clusters Score -172196.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172202.531250 Penalty: 2388.291016
	Iteration 9Q: 3 clusters Score -172202.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -172210.390625 Penalty: 2388.291016
	Iteration 10Q: 3 clusters Score -172210.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -172215.968750 Penalty: 2388.291016
	Iteration 11Q: 3 clusters Score -172216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -172217.515625 Penalty: 2388.291016
	Iteration 12Q: 3 clusters Score -172217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172218.546875 Penalty: 2388.291016
	Iteration 13Q: 3 clusters Score -172218.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -172218.734375 Penalty: 2388.291016
	Iteration 14Q: 3 clusters Score -172218.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -172218.734375 Penalty: 2388.291016
	Iteration 15F: 3 clusters Score -172218.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Entering Unmasked Estep 
Score: -716774.812500 Penalty: 1424.691040
	Iteration 0F: 2 clusters Score -716774.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -711901.625000 Penalty: 2849.382080
	Iteration 0F: 3 clusters Score -711901.6 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -713547.625000 Penalty: 2849.382080
	Iteration 1F: 3 clusters Score -713547.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -714025.625000 Penalty: 2849.382080
	Iteration 2F: 3 clusters Score -714025.6 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -714518.812500 Penalty: 2849.382080
	Iteration 3F: 3 clusters Score -714518.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -715022.812500 Penalty: 2849.382080
	Iteration 4F: 3 clusters Score -715022.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -715456.062500 Penalty: 2849.382080
	Iteration 5F: 3 clusters Score -715456.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -715778.312500 Penalty: 2849.382080
	Iteration 6F: 3 clusters Score -715778.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -716006.250000 Penalty: 2849.382080
	Iteration 7Q: 3 clusters Score -716006.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -716137.375000 Penalty: 2849.382080
	Iteration 8Q: 3 clusters Score -716137.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -716217.500000 Penalty: 2849.382080
	Iteration 9Q: 3 clusters Score -716217.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -716272.750000 Penalty: 2849.382080
	Iteration 10Q: 3 clusters Score -716272.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -716317.187500 Penalty: 2849.382080
	Iteration 11Q: 3 clusters Score -716317.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -716350.125000 Penalty: 2849.382080
	Iteration 12Q: 3 clusters Score -716350.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -716388.250000 Penalty: 2849.382080
	Iteration 13Q: 3 clusters Score -716388.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -716418.437500 Penalty: 2849.382080
	Iteration 14Q: 3 clusters Score -716418.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -716437.500000 Penalty: 2849.382080
	Iteration 15Q: 3 clusters Score -716437.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -716448.125000 Penalty: 2849.382080
	Iteration 16Q: 3 clusters Score -716448.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -716457.250000 Penalty: 2849.382080
	Iteration 17Q: 3 clusters Score -716457.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -716460.375000 Penalty: 2849.382080
	Iteration 18Q: 3 clusters Score -716460.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -716461.437500 Penalty: 2849.382080
	Iteration 19Q: 3 clusters Score -716461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -716461.312500 Penalty: 2849.382080
	Iteration 20F: 3 clusters Score -716461.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -716464.375000 Penalty: 2849.382080
	Iteration 21Q: 3 clusters Score -716464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -716465.750000 Penalty: 2849.382080
	Iteration 22Q: 3 clusters Score -716465.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -716467.625000 Penalty: 2849.382080
	Iteration 23Q: 3 clusters Score -716467.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -716470.062500 Penalty: 2849.382080
	Iteration 24Q: 3 clusters Score -716470.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -716472.687500 Penalty: 2849.382080
	Iteration 25Q: 3 clusters Score -716472.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -716475.312500 Penalty: 2849.382080
	Iteration 26Q: 3 clusters Score -716475.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -716475.562500 Penalty: 2849.382080
	Iteration 27Q: 3 clusters Score -716475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -716478.937500 Penalty: 2849.382080
	Iteration 28Q: 3 clusters Score -716478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -716479.062500 Penalty: 2849.382080
	Iteration 29Q: 3 clusters Score -716479.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -716479.062500 Penalty: 2849.382080
	Iteration 30F: 3 clusters Score -716479.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Entering Unmasked Estep 
Score: -254865.578125 Penalty: 1255.939087
	Iteration 0F: 2 clusters Score -254865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -252575.187500 Penalty: 2511.878174
	Iteration 0F: 3 clusters Score -252575.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -253061.609375 Penalty: 2511.878174
	Iteration 1F: 3 clusters Score -253061.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -253194.250000 Penalty: 2511.878174
	Iteration 2F: 3 clusters Score -253194.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -253274.515625 Penalty: 2511.878174
	Iteration 3F: 3 clusters Score -253274.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -253329.156250 Penalty: 2511.878174
	Iteration 4Q: 3 clusters Score -253329.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -253366.875000 Penalty: 2511.878174
	Iteration 5Q: 3 clusters Score -253366.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -253396.468750 Penalty: 2511.878174
	Iteration 6Q: 3 clusters Score -253396.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -253428.046875 Penalty: 2511.878174
	Iteration 7Q: 3 clusters Score -253428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -253462.484375 Penalty: 2511.878174
	Iteration 8Q: 3 clusters Score -253462.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -253486.218750 Penalty: 2511.878174
	Iteration 9Q: 3 clusters Score -253486.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -253508.109375 Penalty: 2511.878174
	Iteration 10Q: 3 clusters Score -253508.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -253523.343750 Penalty: 2511.878174
	Iteration 11Q: 3 clusters Score -253523.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -253539.437500 Penalty: 2511.878174
	Iteration 12Q: 3 clusters Score -253539.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -253553.359375 Penalty: 2511.878174
	Iteration 13Q: 3 clusters Score -253553.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -253567.500000 Penalty: 2511.878174
	Iteration 14Q: 3 clusters Score -253567.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -253584.390625 Penalty: 2511.878174
	Iteration 15Q: 3 clusters Score -253584.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -253599.015625 Penalty: 2511.878174
	Iteration 16Q: 3 clusters Score -253599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -253613.765625 Penalty: 2511.878174
	Iteration 17Q: 3 clusters Score -253613.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -253635.703125 Penalty: 2511.878174
	Iteration 18Q: 3 clusters Score -253635.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -253663.218750 Penalty: 2511.878174
	Iteration 19Q: 3 clusters Score -253663.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -253678.625000 Penalty: 2511.878174
	Iteration 20F: 3 clusters Score -253678.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -253695.937500 Penalty: 2511.878174
	Iteration 21Q: 3 clusters Score -253695.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -253716.671875 Penalty: 2511.878174
	Iteration 22Q: 3 clusters Score -253716.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -253735.875000 Penalty: 2511.878174
	Iteration 23Q: 3 clusters Score -253735.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -253750.656250 Penalty: 2511.878174
	Iteration 24Q: 3 clusters Score -253750.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -253760.937500 Penalty: 2511.878174
	Iteration 25Q: 3 clusters Score -253760.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -253770.500000 Penalty: 2511.878174
	Iteration 26Q: 3 clusters Score -253770.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -253783.890625 Penalty: 2511.878174
	Iteration 27Q: 3 clusters Score -253783.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -253789.000000 Penalty: 2511.878174
	Iteration 28Q: 3 clusters Score -253789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -253793.281250 Penalty: 2511.878174
	Iteration 29Q: 3 clusters Score -253793.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -253795.671875 Penalty: 2511.878174
	Iteration 30Q: 3 clusters Score -253795.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -253798.500000 Penalty: 2511.878174
	Iteration 31Q: 3 clusters Score -253798.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -253804.234375 Penalty: 2511.878174
	Iteration 32Q: 3 clusters Score -253804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -253810.093750 Penalty: 2511.878174
	Iteration 33Q: 3 clusters Score -253810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -253816.187500 Penalty: 2511.878174
	Iteration 34Q: 3 clusters Score -253816.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -253822.015625 Penalty: 2511.878174
	Iteration 35Q: 3 clusters Score -253822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -253827.328125 Penalty: 2511.878174
	Iteration 36Q: 3 clusters Score -253827.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -253836.328125 Penalty: 2511.878174
	Iteration 37Q: 3 clusters Score -253836.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -253838.468750 Penalty: 2511.878174
	Iteration 38Q: 3 clusters Score -253838.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -253841.718750 Penalty: 2511.878174
	Iteration 39Q: 3 clusters Score -253841.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -253842.593750 Penalty: 2511.878174
	Iteration 40F: 3 clusters Score -253842.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -253843.593750 Penalty: 2511.878174
	Iteration 41Q: 3 clusters Score -253843.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -253843.593750 Penalty: 2511.878174
	Iteration 42F: 3 clusters Score -253843.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Entering Unmasked Estep 
Score: -166829.437500 Penalty: 1190.977783
	Iteration 0F: 2 clusters Score -166829.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -165085.281250 Penalty: 2381.955566
	Iteration 0F: 3 clusters Score -165085.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165526.015625 Penalty: 2381.955566
	Iteration 1F: 3 clusters Score -165526 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -165676.390625 Penalty: 2381.955566
	Iteration 2F: 3 clusters Score -165676.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -165814.734375 Penalty: 2381.955566
	Iteration 3F: 3 clusters Score -165814.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165900.843750 Penalty: 2381.955566
	Iteration 4Q: 3 clusters Score -165900.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -165961.968750 Penalty: 2381.955566
	Iteration 5Q: 3 clusters Score -165962 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -165998.015625 Penalty: 2381.955566
	Iteration 6Q: 3 clusters Score -165998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166016.812500 Penalty: 2381.955566
	Iteration 7Q: 3 clusters Score -166016.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -166039.171875 Penalty: 2381.955566
	Iteration 8Q: 3 clusters Score -166039.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -166058.031250 Penalty: 2381.955566
	Iteration 9Q: 3 clusters Score -166058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -166076.937500 Penalty: 2381.955566
	Iteration 10Q: 3 clusters Score -166076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -166103.234375 Penalty: 2381.955566
	Iteration 11Q: 3 clusters Score -166103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -166118.203125 Penalty: 2381.955566
	Iteration 12Q: 3 clusters Score -166118.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -166134.687500 Penalty: 2381.955566
	Iteration 13Q: 3 clusters Score -166134.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -166151.906250 Penalty: 2381.955566
	Iteration 14Q: 3 clusters Score -166151.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -166165.890625 Penalty: 2381.955566
	Iteration 15Q: 3 clusters Score -166165.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -166175.359375 Penalty: 2381.955566
	Iteration 16Q: 3 clusters Score -166175.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -166190.109375 Penalty: 2381.955566
	Iteration 17Q: 3 clusters Score -166190.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -166208.843750 Penalty: 2381.955566
	Iteration 18Q: 3 clusters Score -166208.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -166225.078125 Penalty: 2381.955566
	Iteration 19Q: 3 clusters Score -166225.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -166242.734375 Penalty: 2381.955566
	Iteration 20F: 3 clusters Score -166242.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -166253.656250 Penalty: 2381.955566
	Iteration 21Q: 3 clusters Score -166253.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -166261.734375 Penalty: 2381.955566
	Iteration 22Q: 3 clusters Score -166261.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -166269.640625 Penalty: 2381.955566
	Iteration 23Q: 3 clusters Score -166269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -166274.218750 Penalty: 2381.955566
	Iteration 24Q: 3 clusters Score -166274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -166276.859375 Penalty: 2381.955566
	Iteration 25Q: 3 clusters Score -166276.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -166283.281250 Penalty: 2381.955566
	Iteration 26Q: 3 clusters Score -166283.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -166295.796875 Penalty: 2381.955566
	Iteration 27Q: 3 clusters Score -166295.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -166307.500000 Penalty: 2381.955566
	Iteration 28Q: 3 clusters Score -166307.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -166318.562500 Penalty: 2381.955566
	Iteration 29Q: 3 clusters Score -166318.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -166330.343750 Penalty: 2381.955566
	Iteration 30Q: 3 clusters Score -166330.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -166341.234375 Penalty: 2381.955566
	Iteration 31Q: 3 clusters Score -166341.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -166351.406250 Penalty: 2381.955566
	Iteration 32Q: 3 clusters Score -166351.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -166369.562500 Penalty: 2381.955566
	Iteration 33Q: 3 clusters Score -166369.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -166390.515625 Penalty: 2381.955566
	Iteration 34Q: 3 clusters Score -166390.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -166406.687500 Penalty: 2381.955566
	Iteration 35Q: 3 clusters Score -166406.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -166422.328125 Penalty: 2381.955566
	Iteration 36Q: 3 clusters Score -166422.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -166441.562500 Penalty: 2381.955566
	Iteration 37Q: 3 clusters Score -166441.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -166459.218750 Penalty: 2381.955566
	Iteration 38Q: 3 clusters Score -166459.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -166479.187500 Penalty: 2381.955566
	Iteration 39Q: 3 clusters Score -166479.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -166493.390625 Penalty: 2381.955566
	Iteration 40F: 3 clusters Score -166493.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -166501.546875 Penalty: 2381.955566
	Iteration 41Q: 3 clusters Score -166501.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -166506.921875 Penalty: 2381.955566
	Iteration 42Q: 3 clusters Score -166506.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -166513.984375 Penalty: 2381.955566
	Iteration 43Q: 3 clusters Score -166514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -166517.937500 Penalty: 2381.955566
	Iteration 44Q: 3 clusters Score -166517.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -166521.015625 Penalty: 2381.955566
	Iteration 45Q: 3 clusters Score -166521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -166521.953125 Penalty: 2381.955566
	Iteration 46Q: 3 clusters Score -166522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -166522.265625 Penalty: 2381.955566
	Iteration 47Q: 3 clusters Score -166522.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -166522.468750 Penalty: 2381.955566
	Iteration 48Q: 3 clusters Score -166522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -166522.796875 Penalty: 2381.955566
	Iteration 49Q: 3 clusters Score -166522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -166523.640625 Penalty: 2381.955566
	Iteration 50Q: 3 clusters Score -166523.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -166524.046875 Penalty: 2381.955566
	Iteration 51Q: 3 clusters Score -166524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166524.281250 Penalty: 2381.955566
	Iteration 52Q: 3 clusters Score -166524.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -166524.281250 Penalty: 2381.955566
	Iteration 53F: 3 clusters Score -166524.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Entering Unmasked Estep 
Score: -621489.562500 Penalty: 1404.907715
	Iteration 0F: 2 clusters Score -621489.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -617029.000000 Penalty: 2809.815430
	Iteration 0F: 3 clusters Score -617029 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -618282.375000 Penalty: 2809.815430
	Iteration 1F: 3 clusters Score -618282.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -618641.562500 Penalty: 2809.815430
	Iteration 2F: 3 clusters Score -618641.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -619038.625000 Penalty: 2809.815430
	Iteration 3F: 3 clusters Score -619038.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -619388.312500 Penalty: 2809.815430
	Iteration 4F: 3 clusters Score -619388.3 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -619732.687500 Penalty: 2809.815430
	Iteration 5F: 3 clusters Score -619732.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -620011.750000 Penalty: 2809.815430
	Iteration 6F: 3 clusters Score -620011.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -620212.875000 Penalty: 2809.815430
	Iteration 7Q: 3 clusters Score -620212.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -620356.937500 Penalty: 2809.815430
	Iteration 8Q: 3 clusters Score -620356.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -620478.437500 Penalty: 2809.815430
	Iteration 9Q: 3 clusters Score -620478.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -620579.000000 Penalty: 2809.815430
	Iteration 10Q: 3 clusters Score -620579 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -620649.000000 Penalty: 2809.815430
	Iteration 11Q: 3 clusters Score -620649 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -620716.000000 Penalty: 2809.815430
	Iteration 12Q: 3 clusters Score -620716 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -620771.562500 Penalty: 2809.815430
	Iteration 13Q: 3 clusters Score -620771.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -620802.562500 Penalty: 2809.815430
	Iteration 14Q: 3 clusters Score -620802.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -620829.062500 Penalty: 2809.815430
	Iteration 15Q: 3 clusters Score -620829.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -620854.125000 Penalty: 2809.815430
	Iteration 16Q: 3 clusters Score -620854.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -620873.437500 Penalty: 2809.815430
	Iteration 17Q: 3 clusters Score -620873.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -620885.562500 Penalty: 2809.815430
	Iteration 18Q: 3 clusters Score -620885.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -620898.812500 Penalty: 2809.815430
	Iteration 19Q: 3 clusters Score -620898.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -620911.062500 Penalty: 2809.815430
	Iteration 20F: 3 clusters Score -620911.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -620919.250000 Penalty: 2809.815430
	Iteration 21Q: 3 clusters Score -620919.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -620924.000000 Penalty: 2809.815430
	Iteration 22Q: 3 clusters Score -620924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -620926.375000 Penalty: 2809.815430
	Iteration 23Q: 3 clusters Score -620926.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -620930.625000 Penalty: 2809.815430
	Iteration 24Q: 3 clusters Score -620930.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -620931.312500 Penalty: 2809.815430
	Iteration 25Q: 3 clusters Score -620931.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -620932.187500 Penalty: 2809.815430
	Iteration 26Q: 3 clusters Score -620932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -620935.812500 Penalty: 2809.815430
	Iteration 27Q: 3 clusters Score -620935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -620936.187500 Penalty: 2809.815430
	Iteration 28Q: 3 clusters Score -620936.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -620937.687500 Penalty: 2809.815430
	Iteration 29Q: 3 clusters Score -620937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -620939.250000 Penalty: 2809.815430
	Iteration 30Q: 3 clusters Score -620939.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -620940.125000 Penalty: 2809.815430
	Iteration 31Q: 3 clusters Score -620940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -620939.562500 Penalty: 2809.815430
	Iteration 32Q: 3 clusters Score -620939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -620939.875000 Penalty: 2809.815430
	Iteration 33Q: 3 clusters Score -620939.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -620941.000000 Penalty: 2809.815430
	Iteration 34Q: 3 clusters Score -620941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -620939.562500 Penalty: 2809.815430
	Iteration 35Q: 3 clusters Score -620939.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -620940.562500 Penalty: 2809.815430
	Iteration 36Q: 3 clusters Score -620940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -620940.750000 Penalty: 2809.815430
	Iteration 37Q: 3 clusters Score -620940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -620941.312500 Penalty: 2809.815430
	Iteration 38Q: 3 clusters Score -620941.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -620942.500000 Penalty: 2809.815430
	Iteration 39Q: 3 clusters Score -620942.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -620942.000000 Penalty: 2809.815430
	Iteration 40F: 3 clusters Score -620942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -620941.875000 Penalty: 2809.815430
	Iteration 41Q: 3 clusters Score -620941.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -620941.500000 Penalty: 2809.815430
	Iteration 42Q: 3 clusters Score -620941.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -620942.437500 Penalty: 2809.815430
	Iteration 43Q: 3 clusters Score -620942.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -620943.062500 Penalty: 2809.815430
	Iteration 44Q: 3 clusters Score -620943.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -620943.875000 Penalty: 2809.815430
	Iteration 45Q: 3 clusters Score -620943.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -620944.750000 Penalty: 2809.815430
	Iteration 46Q: 3 clusters Score -620944.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -620947.750000 Penalty: 2809.815430
	Iteration 47Q: 3 clusters Score -620947.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -620950.312500 Penalty: 2809.815430
	Iteration 48Q: 3 clusters Score -620950.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -620953.812500 Penalty: 2809.815430
	Iteration 49Q: 3 clusters Score -620953.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -620954.312500 Penalty: 2809.815430
	Iteration 50Q: 3 clusters Score -620954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -620957.500000 Penalty: 2809.815430
	Iteration 51Q: 3 clusters Score -620957.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -620962.437500 Penalty: 2809.815430
	Iteration 52Q: 3 clusters Score -620962.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -620965.187500 Penalty: 2809.815430
	Iteration 53Q: 3 clusters Score -620965.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -620968.812500 Penalty: 2809.815430
	Iteration 54Q: 3 clusters Score -620968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -620972.312500 Penalty: 2809.815430
	Iteration 55Q: 3 clusters Score -620972.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -620973.250000 Penalty: 2809.815430
	Iteration 56Q: 3 clusters Score -620973.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -620974.937500 Penalty: 2809.815430
	Iteration 57Q: 3 clusters Score -620974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -620975.125000 Penalty: 2809.815430
	Iteration 58Q: 3 clusters Score -620975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -620975.125000 Penalty: 2809.815430
	Iteration 59F: 3 clusters Score -620975.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -2194235.000000 Penalty: 1604.040039
	Iteration 0F: 2 clusters Score -2194235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -2181100.250000 Penalty: 3208.080078
	Iteration 0F: 3 clusters Score -2181100 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2185742.750000 Penalty: 3208.080078
	Iteration 1F: 3 clusters Score -2185743 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2186178.250000 Penalty: 3208.080078
	Iteration 2F: 3 clusters Score -2186178 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2186669.750000 Penalty: 3208.080078
	Iteration 3F: 3 clusters Score -2186670 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2187179.250000 Penalty: 3208.080078
	Iteration 4Q: 3 clusters Score -2187179 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2187712.000000 Penalty: 3208.080078
	Iteration 5F: 3 clusters Score -2187712 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2188274.500000 Penalty: 3208.080078
	Iteration 6F: 3 clusters Score -2188274 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -2188910.000000 Penalty: 3208.080078
	Iteration 7F: 3 clusters Score -2188910 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2189687.500000 Penalty: 3208.080078
	Iteration 8F: 3 clusters Score -2189688 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2190459.000000 Penalty: 3208.080078
	Iteration 9F: 3 clusters Score -2190459 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2191275.250000 Penalty: 3208.080078
	Iteration 10F: 3 clusters Score -2191275 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -2191969.750000 Penalty: 3208.080078
	Iteration 11F: 3 clusters Score -2191970 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2192523.250000 Penalty: 3208.080078
	Iteration 12Q: 3 clusters Score -2192523 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2192971.500000 Penalty: 3208.080078
	Iteration 13Q: 3 clusters Score -2192972 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -2193284.500000 Penalty: 3208.080078
	Iteration 14Q: 3 clusters Score -2193284 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2193495.500000 Penalty: 3208.080078
	Iteration 15Q: 3 clusters Score -2193496 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2193692.750000 Penalty: 3208.080078
	Iteration 16Q: 3 clusters Score -2193693 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2193824.000000 Penalty: 3208.080078
	Iteration 17Q: 3 clusters Score -2193824 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2193928.750000 Penalty: 3208.080078
	Iteration 18Q: 3 clusters Score -2193929 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2194001.250000 Penalty: 3208.080078
	Iteration 19Q: 3 clusters Score -2194001 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2194058.250000 Penalty: 3208.080078
	Iteration 20F: 3 clusters Score -2194058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -2194111.250000 Penalty: 3208.080078
	Iteration 21Q: 3 clusters Score -2194111 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -2194154.500000 Penalty: 3208.080078
	Iteration 22Q: 3 clusters Score -2194154 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2194183.250000 Penalty: 3208.080078
	Iteration 23Q: 3 clusters Score -2194183 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2194213.500000 Penalty: 3208.080078
	Iteration 24Q: 3 clusters Score -2194214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2194256.000000 Penalty: 3208.080078
	Iteration 25Q: 3 clusters Score -2194256 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2194298.500000 Penalty: 3208.080078
	Iteration 26Q: 3 clusters Score -2194298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -2194346.750000 Penalty: 3208.080078
	Iteration 27Q: 3 clusters Score -2194347 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2194373.000000 Penalty: 3208.080078
	Iteration 28Q: 3 clusters Score -2194373 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -2194399.750000 Penalty: 3208.080078
	Iteration 29Q: 3 clusters Score -2194400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2194411.000000 Penalty: 3208.080078
	Iteration 30Q: 3 clusters Score -2194411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2194422.500000 Penalty: 3208.080078
	Iteration 31Q: 3 clusters Score -2194422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2194426.750000 Penalty: 3208.080078
	Iteration 32Q: 3 clusters Score -2194427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -2194430.000000 Penalty: 3208.080078
	Iteration 33Q: 3 clusters Score -2194430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2194433.500000 Penalty: 3208.080078
	Iteration 34Q: 3 clusters Score -2194434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2194437.250000 Penalty: 3208.080078
	Iteration 35Q: 3 clusters Score -2194437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -2194442.750000 Penalty: 3208.080078
	Iteration 36Q: 3 clusters Score -2194443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2194439.000000 Penalty: 3208.080078
	Iteration 37Q: 3 clusters Score -2194439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -2194440.250000 Penalty: 3208.080078
	Iteration 38Q: 3 clusters Score -2194440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2194439.750000 Penalty: 3208.080078
	Iteration 39Q: 3 clusters Score -2194440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2194442.750000 Penalty: 3208.080078
	Iteration 40F: 3 clusters Score -2194443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -2194442.000000 Penalty: 3208.080078
	Iteration 41Q: 3 clusters Score -2194442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2194442.250000 Penalty: 3208.080078
	Iteration 42Q: 3 clusters Score -2194442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -2194438.500000 Penalty: 3208.080078
	Iteration 43Q: 3 clusters Score -2194438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2194438.750000 Penalty: 3208.080078
	Iteration 44Q: 3 clusters Score -2194439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2194438.750000 Penalty: 3208.080078
	Iteration 45F: 3 clusters Score -2194439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44583 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 480 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88950 members 
Mstep: Class 47 contains 17074 members 
Entering Unmasked Estep 
Score: -40141492.000000 Penalty: 97747.859375
Splitting cluster 20 changes total score from -40129020.000000 to -40141492.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 21 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -95159.000000 Penalty: 1099.131348
	Iteration 0F: 2 clusters Score -95159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -93823.281250 Penalty: 2198.262695
	Iteration 0F: 3 clusters Score -93823.28 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94051.500000 Penalty: 2198.262695
	Iteration 1F: 3 clusters Score -94051.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -94110.281250 Penalty: 2198.262695
	Iteration 2F: 3 clusters Score -94110.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -94131.687500 Penalty: 2198.262695
	Iteration 3Q: 3 clusters Score -94131.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -94146.664062 Penalty: 2198.262695
	Iteration 4Q: 3 clusters Score -94146.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -94157.843750 Penalty: 2198.262695
	Iteration 5Q: 3 clusters Score -94157.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94162.101562 Penalty: 2198.262695
	Iteration 6Q: 3 clusters Score -94162.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -94164.742188 Penalty: 2198.262695
	Iteration 7Q: 3 clusters Score -94164.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -94166.460938 Penalty: 2198.262695
	Iteration 8Q: 3 clusters Score -94166.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -94167.296875 Penalty: 2198.262695
	Iteration 9Q: 3 clusters Score -94167.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -94171.406250 Penalty: 2198.262695
	Iteration 10Q: 3 clusters Score -94171.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94173.015625 Penalty: 2198.262695
	Iteration 11Q: 3 clusters Score -94173.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94173.835938 Penalty: 2198.262695
	Iteration 12Q: 3 clusters Score -94173.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94176.304688 Penalty: 2198.262695
	Iteration 13Q: 3 clusters Score -94176.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94176.929688 Penalty: 2198.262695
	Iteration 14Q: 3 clusters Score -94176.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -94178.507812 Penalty: 2198.262695
	Iteration 15Q: 3 clusters Score -94178.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -94179.703125 Penalty: 2198.262695
	Iteration 16Q: 3 clusters Score -94179.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94179.937500 Penalty: 2198.262695
	Iteration 17Q: 3 clusters Score -94179.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -94179.937500 Penalty: 2198.262695
	Iteration 18F: 3 clusters Score -94179.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -234054.015625 Penalty: 1249.671509
	Iteration 0F: 2 clusters Score -234054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -231834.015625 Penalty: 2499.343018
	Iteration 0F: 3 clusters Score -231834 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -232346.812500 Penalty: 2499.343018
	Iteration 1F: 3 clusters Score -232346.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -232468.843750 Penalty: 2499.343018
	Iteration 2F: 3 clusters Score -232468.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -232557.328125 Penalty: 2499.343018
	Iteration 3F: 3 clusters Score -232557.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -232628.281250 Penalty: 2499.343018
	Iteration 4Q: 3 clusters Score -232628.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -232695.968750 Penalty: 2499.343018
	Iteration 5Q: 3 clusters Score -232696 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -232742.593750 Penalty: 2499.343018
	Iteration 6Q: 3 clusters Score -232742.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -232772.531250 Penalty: 2499.343018
	Iteration 7Q: 3 clusters Score -232772.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -232793.703125 Penalty: 2499.343018
	Iteration 8Q: 3 clusters Score -232793.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -232815.625000 Penalty: 2499.343018
	Iteration 9Q: 3 clusters Score -232815.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -232840.515625 Penalty: 2499.343018
	Iteration 10Q: 3 clusters Score -232840.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -232866.125000 Penalty: 2499.343018
	Iteration 11Q: 3 clusters Score -232866.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -232886.718750 Penalty: 2499.343018
	Iteration 12Q: 3 clusters Score -232886.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -232905.093750 Penalty: 2499.343018
	Iteration 13Q: 3 clusters Score -232905.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -232917.109375 Penalty: 2499.343018
	Iteration 14Q: 3 clusters Score -232917.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -232928.437500 Penalty: 2499.343018
	Iteration 15Q: 3 clusters Score -232928.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -232948.718750 Penalty: 2499.343018
	Iteration 16Q: 3 clusters Score -232948.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -232973.062500 Penalty: 2499.343018
	Iteration 17Q: 3 clusters Score -232973.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -232992.281250 Penalty: 2499.343018
	Iteration 18Q: 3 clusters Score -232992.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -233008.593750 Penalty: 2499.343018
	Iteration 19Q: 3 clusters Score -233008.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -233024.281250 Penalty: 2499.343018
	Iteration 20F: 3 clusters Score -233024.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -233036.187500 Penalty: 2499.343018
	Iteration 21Q: 3 clusters Score -233036.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -233040.406250 Penalty: 2499.343018
	Iteration 22Q: 3 clusters Score -233040.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -233043.640625 Penalty: 2499.343018
	Iteration 23Q: 3 clusters Score -233043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -233046.421875 Penalty: 2499.343018
	Iteration 24Q: 3 clusters Score -233046.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -233050.187500 Penalty: 2499.343018
	Iteration 25Q: 3 clusters Score -233050.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -233054.390625 Penalty: 2499.343018
	Iteration 26Q: 3 clusters Score -233054.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -233055.484375 Penalty: 2499.343018
	Iteration 27Q: 3 clusters Score -233055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -233055.718750 Penalty: 2499.343018
	Iteration 28Q: 3 clusters Score -233055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -233056.421875 Penalty: 2499.343018
	Iteration 29Q: 3 clusters Score -233056.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -233056.421875 Penalty: 2499.343018
	Iteration 30F: 3 clusters Score -233056.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -295440.406250 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -295440.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -292995.843750 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -292995.8 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -293542.875000 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -293542.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -293655.937500 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -293655.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -293723.937500 Penalty: 2552.926025
	Iteration 3Q: 3 clusters Score -293723.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -293779.468750 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -293779.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -293825.031250 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -293825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -293875.375000 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -293875.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -293907.562500 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -293907.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -293927.656250 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -293927.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -293942.531250 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -293942.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -293956.000000 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -293956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -293967.031250 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -293967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -293982.250000 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -293982.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -293995.031250 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -293995 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -294004.312500 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -294004.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -294015.187500 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -294015.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -294021.750000 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -294021.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -294025.312500 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -294025.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -294029.875000 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -294029.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -294033.531250 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -294033.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -294037.906250 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -294037.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -294040.312500 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -294040.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -294043.031250 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -294043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -294045.718750 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -294045.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -294047.125000 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -294047.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -294049.656250 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -294049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -294052.343750 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -294052.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -294054.437500 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -294054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -294055.250000 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -294055.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -294057.093750 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -294057.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -294058.281250 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -294058.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -294059.781250 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -294059.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -294063.593750 Penalty: 2552.926025
	Iteration 32Q: 3 clusters Score -294063.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -294066.093750 Penalty: 2552.926025
	Iteration 33Q: 3 clusters Score -294066.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -294070.343750 Penalty: 2552.926025
	Iteration 34Q: 3 clusters Score -294070.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -294078.437500 Penalty: 2552.926025
	Iteration 35Q: 3 clusters Score -294078.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -294081.750000 Penalty: 2552.926025
	Iteration 36Q: 3 clusters Score -294081.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -294084.375000 Penalty: 2552.926025
	Iteration 37Q: 3 clusters Score -294084.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -294087.687500 Penalty: 2552.926025
	Iteration 38Q: 3 clusters Score -294087.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -294090.250000 Penalty: 2552.926025
	Iteration 39Q: 3 clusters Score -294090.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -294092.562500 Penalty: 2552.926025
	Iteration 40F: 3 clusters Score -294092.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -294094.937500 Penalty: 2552.926025
	Iteration 41Q: 3 clusters Score -294094.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -294096.875000 Penalty: 2552.926025
	Iteration 42Q: 3 clusters Score -294096.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -294098.875000 Penalty: 2552.926025
	Iteration 43Q: 3 clusters Score -294098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -294102.718750 Penalty: 2552.926025
	Iteration 44Q: 3 clusters Score -294102.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -294105.406250 Penalty: 2552.926025
	Iteration 45Q: 3 clusters Score -294105.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -294107.843750 Penalty: 2552.926025
	Iteration 46Q: 3 clusters Score -294107.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -294109.468750 Penalty: 2552.926025
	Iteration 47Q: 3 clusters Score -294109.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -294111.062500 Penalty: 2552.926025
	Iteration 48Q: 3 clusters Score -294111.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -294114.000000 Penalty: 2552.926025
	Iteration 49Q: 3 clusters Score -294114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -294115.593750 Penalty: 2552.926025
	Iteration 50Q: 3 clusters Score -294115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -294117.031250 Penalty: 2552.926025
	Iteration 51Q: 3 clusters Score -294117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -294118.656250 Penalty: 2552.926025
	Iteration 52Q: 3 clusters Score -294118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -294119.531250 Penalty: 2552.926025
	Iteration 53Q: 3 clusters Score -294119.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -294119.562500 Penalty: 2552.926025
	Iteration 54Q: 3 clusters Score -294119.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -294120.125000 Penalty: 2552.926025
	Iteration 55Q: 3 clusters Score -294120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -294121.562500 Penalty: 2552.926025
	Iteration 56Q: 3 clusters Score -294121.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -294122.187500 Penalty: 2552.926025
	Iteration 57Q: 3 clusters Score -294122.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -294124.687500 Penalty: 2552.926025
	Iteration 58Q: 3 clusters Score -294124.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -294128.312500 Penalty: 2552.926025
	Iteration 59Q: 3 clusters Score -294128.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -294132.281250 Penalty: 2552.926025
	Iteration 60F: 3 clusters Score -294132.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -294138.187500 Penalty: 2552.926025
	Iteration 61Q: 3 clusters Score -294138.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -294146.187500 Penalty: 2552.926025
	Iteration 62Q: 3 clusters Score -294146.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -294156.000000 Penalty: 2552.926025
	Iteration 63Q: 3 clusters Score -294156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -294165.343750 Penalty: 2552.926025
	Iteration 64Q: 3 clusters Score -294165.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -294174.937500 Penalty: 2552.926025
	Iteration 65Q: 3 clusters Score -294174.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -294185.968750 Penalty: 2552.926025
	Iteration 66Q: 3 clusters Score -294186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -294199.906250 Penalty: 2552.926025
	Iteration 67Q: 3 clusters Score -294199.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -294212.843750 Penalty: 2552.926025
	Iteration 68Q: 3 clusters Score -294212.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -294224.937500 Penalty: 2552.926025
	Iteration 69Q: 3 clusters Score -294224.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -294232.406250 Penalty: 2552.926025
	Iteration 70Q: 3 clusters Score -294232.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -294240.406250 Penalty: 2552.926025
	Iteration 71Q: 3 clusters Score -294240.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -294249.937500 Penalty: 2552.926025
	Iteration 72Q: 3 clusters Score -294249.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294260.781250 Penalty: 2552.926025
	Iteration 73Q: 3 clusters Score -294260.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -294271.375000 Penalty: 2552.926025
	Iteration 74Q: 3 clusters Score -294271.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -294279.437500 Penalty: 2552.926025
	Iteration 75Q: 3 clusters Score -294279.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -294286.687500 Penalty: 2552.926025
	Iteration 76Q: 3 clusters Score -294286.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -294290.843750 Penalty: 2552.926025
	Iteration 77Q: 3 clusters Score -294290.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -294293.562500 Penalty: 2552.926025
	Iteration 78Q: 3 clusters Score -294293.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -294297.906250 Penalty: 2552.926025
	Iteration 79Q: 3 clusters Score -294297.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -294300.656250 Penalty: 2552.926025
	Iteration 80F: 3 clusters Score -294300.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -294303.562500 Penalty: 2552.926025
	Iteration 81Q: 3 clusters Score -294303.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -294307.125000 Penalty: 2552.926025
	Iteration 82Q: 3 clusters Score -294307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -294310.031250 Penalty: 2552.926025
	Iteration 83Q: 3 clusters Score -294310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -294313.250000 Penalty: 2552.926025
	Iteration 84Q: 3 clusters Score -294313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -294315.343750 Penalty: 2552.926025
	Iteration 85Q: 3 clusters Score -294315.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -294316.656250 Penalty: 2552.926025
	Iteration 86Q: 3 clusters Score -294316.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -294320.437500 Penalty: 2552.926025
	Iteration 87Q: 3 clusters Score -294320.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -294323.468750 Penalty: 2552.926025
	Iteration 88Q: 3 clusters Score -294323.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -294325.687500 Penalty: 2552.926025
	Iteration 89Q: 3 clusters Score -294325.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -294327.031250 Penalty: 2552.926025
	Iteration 90Q: 3 clusters Score -294327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -294328.875000 Penalty: 2552.926025
	Iteration 91Q: 3 clusters Score -294328.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -294330.218750 Penalty: 2552.926025
	Iteration 92Q: 3 clusters Score -294330.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -294331.000000 Penalty: 2552.926025
	Iteration 93Q: 3 clusters Score -294331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -294332.312500 Penalty: 2552.926025
	Iteration 94Q: 3 clusters Score -294332.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -294334.062500 Penalty: 2552.926025
	Iteration 95Q: 3 clusters Score -294334.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -294334.718750 Penalty: 2552.926025
	Iteration 96Q: 3 clusters Score -294334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -294335.812500 Penalty: 2552.926025
	Iteration 97Q: 3 clusters Score -294335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -294337.406250 Penalty: 2552.926025
	Iteration 98Q: 3 clusters Score -294337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -294339.187500 Penalty: 2552.926025
	Iteration 99Q: 3 clusters Score -294339.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -294341.531250 Penalty: 2552.926025
	Iteration 100F: 3 clusters Score -294341.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -294344.562500 Penalty: 2552.926025
	Iteration 101Q: 3 clusters Score -294344.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -294345.218750 Penalty: 2552.926025
	Iteration 102Q: 3 clusters Score -294345.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -294346.812500 Penalty: 2552.926025
	Iteration 103Q: 3 clusters Score -294346.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -294349.250000 Penalty: 2552.926025
	Iteration 104Q: 3 clusters Score -294349.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -294352.156250 Penalty: 2552.926025
	Iteration 105Q: 3 clusters Score -294352.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -294353.281250 Penalty: 2552.926025
	Iteration 106Q: 3 clusters Score -294353.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -294354.437500 Penalty: 2552.926025
	Iteration 107Q: 3 clusters Score -294354.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -294357.031250 Penalty: 2552.926025
	Iteration 108Q: 3 clusters Score -294357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -294359.500000 Penalty: 2552.926025
	Iteration 109Q: 3 clusters Score -294359.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -294360.656250 Penalty: 2552.926025
	Iteration 110Q: 3 clusters Score -294360.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -294362.437500 Penalty: 2552.926025
	Iteration 111Q: 3 clusters Score -294362.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -294364.593750 Penalty: 2552.926025
	Iteration 112Q: 3 clusters Score -294364.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -294367.031250 Penalty: 2552.926025
	Iteration 113Q: 3 clusters Score -294367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -294368.281250 Penalty: 2552.926025
	Iteration 114Q: 3 clusters Score -294368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -294368.625000 Penalty: 2552.926025
	Iteration 115Q: 3 clusters Score -294368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -294368.750000 Penalty: 2552.926025
	Iteration 116Q: 3 clusters Score -294368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -294368.562500 Penalty: 2552.926025
	Iteration 117Q: 3 clusters Score -294368.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -294369.093750 Penalty: 2552.926025
	Iteration 118Q: 3 clusters Score -294369.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -294369.093750 Penalty: 2552.926025
	Iteration 119F: 3 clusters Score -294369.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Entering Unmasked Estep 
Score: -1130986.625000 Penalty: 1496.045288
	Iteration 0F: 2 clusters Score -1130987 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 5063 members 
Entering Unmasked Estep 
Score: -1123892.375000 Penalty: 2992.090576
	Iteration 0F: 3 clusters Score -1123892 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1126226.250000 Penalty: 2992.090576
	Iteration 1F: 3 clusters Score -1126226 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1126562.500000 Penalty: 2992.090576
	Iteration 2F: 3 clusters Score -1126562 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1126912.625000 Penalty: 2992.090576
	Iteration 3F: 3 clusters Score -1126913 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1127340.000000 Penalty: 2992.090576
	Iteration 4F: 3 clusters Score -1127340 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1127853.125000 Penalty: 2992.090576
	Iteration 5F: 3 clusters Score -1127853 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1128398.625000 Penalty: 2992.090576
	Iteration 6F: 3 clusters Score -1128399 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1128917.375000 Penalty: 2992.090576
	Iteration 7F: 3 clusters Score -1128917 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1129354.375000 Penalty: 2992.090576
	Iteration 8Q: 3 clusters Score -1129354 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1129634.625000 Penalty: 2992.090576
	Iteration 9Q: 3 clusters Score -1129635 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1129837.250000 Penalty: 2992.090576
	Iteration 10Q: 3 clusters Score -1129837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1130002.125000 Penalty: 2992.090576
	Iteration 11Q: 3 clusters Score -1130002 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1130070.500000 Penalty: 2992.090576
	Iteration 12Q: 3 clusters Score -1130070 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1130089.875000 Penalty: 2992.090576
	Iteration 13Q: 3 clusters Score -1130090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1130104.875000 Penalty: 2992.090576
	Iteration 14Q: 3 clusters Score -1130105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1130114.125000 Penalty: 2992.090576
	Iteration 15Q: 3 clusters Score -1130114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1130122.875000 Penalty: 2992.090576
	Iteration 16Q: 3 clusters Score -1130123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1130131.000000 Penalty: 2992.090576
	Iteration 17Q: 3 clusters Score -1130131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1130134.625000 Penalty: 2992.090576
	Iteration 18Q: 3 clusters Score -1130135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1130136.875000 Penalty: 2992.090576
	Iteration 19Q: 3 clusters Score -1130137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1130138.875000 Penalty: 2992.090576
	Iteration 20F: 3 clusters Score -1130139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1130141.125000 Penalty: 2992.090576
	Iteration 21Q: 3 clusters Score -1130141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -1130140.750000 Penalty: 2992.090576
	Iteration 22Q: 3 clusters Score -1130141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1130141.125000 Penalty: 2992.090576
	Iteration 23Q: 3 clusters Score -1130141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1130141.500000 Penalty: 2992.090576
	Iteration 24Q: 3 clusters Score -1130142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1130144.250000 Penalty: 2992.090576
	Iteration 25Q: 3 clusters Score -1130144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1130142.625000 Penalty: 2992.090576
	Iteration 26Q: 3 clusters Score -1130143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -1130143.250000 Penalty: 2992.090576
	Iteration 27Q: 3 clusters Score -1130143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1130144.125000 Penalty: 2992.090576
	Iteration 28Q: 3 clusters Score -1130144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1130143.875000 Penalty: 2992.090576
	Iteration 29Q: 3 clusters Score -1130144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -1130143.875000 Penalty: 2992.090576
	Iteration 30F: 3 clusters Score -1130144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Entering Unmasked Estep 
Score: -83427.312500 Penalty: 1075.328003
	Iteration 0F: 2 clusters Score -83427.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -82140.796875 Penalty: 2150.656006
	Iteration 0F: 3 clusters Score -82140.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82343.671875 Penalty: 2150.656006
	Iteration 1F: 3 clusters Score -82343.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82416.867188 Penalty: 2150.656006
	Iteration 2F: 3 clusters Score -82416.87 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -82447.703125 Penalty: 2150.656006
	Iteration 3Q: 3 clusters Score -82447.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82457.914062 Penalty: 2150.656006
	Iteration 4Q: 3 clusters Score -82457.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82463.945312 Penalty: 2150.656006
	Iteration 5Q: 3 clusters Score -82463.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82467.554688 Penalty: 2150.656006
	Iteration 6Q: 3 clusters Score -82467.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82469.085938 Penalty: 2150.656006
	Iteration 7Q: 3 clusters Score -82469.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82473.195312 Penalty: 2150.656006
	Iteration 8Q: 3 clusters Score -82473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -82483.414062 Penalty: 2150.656006
	Iteration 9Q: 3 clusters Score -82483.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -82491.726562 Penalty: 2150.656006
	Iteration 10Q: 3 clusters Score -82491.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -82496.671875 Penalty: 2150.656006
	Iteration 11Q: 3 clusters Score -82496.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82498.171875 Penalty: 2150.656006
	Iteration 12Q: 3 clusters Score -82498.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82498.171875 Penalty: 2150.656006
	Iteration 13F: 3 clusters Score -82498.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Entering Unmasked Estep 
Score: -232703.140625 Penalty: 1237.566040
	Iteration 0F: 2 clusters Score -232703.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -230570.328125 Penalty: 2475.132080
	Iteration 0F: 3 clusters Score -230570.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -231000.671875 Penalty: 2475.132080
	Iteration 1F: 3 clusters Score -231000.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -231104.671875 Penalty: 2475.132080
	Iteration 2F: 3 clusters Score -231104.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -231182.906250 Penalty: 2475.132080
	Iteration 3F: 3 clusters Score -231182.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -231236.718750 Penalty: 2475.132080
	Iteration 4Q: 3 clusters Score -231236.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -231264.984375 Penalty: 2475.132080
	Iteration 5Q: 3 clusters Score -231265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231286.046875 Penalty: 2475.132080
	Iteration 6Q: 3 clusters Score -231286 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -231298.953125 Penalty: 2475.132080
	Iteration 7Q: 3 clusters Score -231299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -231314.453125 Penalty: 2475.132080
	Iteration 8Q: 3 clusters Score -231314.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -231328.015625 Penalty: 2475.132080
	Iteration 9Q: 3 clusters Score -231328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -231336.453125 Penalty: 2475.132080
	Iteration 10Q: 3 clusters Score -231336.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -231343.593750 Penalty: 2475.132080
	Iteration 11Q: 3 clusters Score -231343.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -231347.421875 Penalty: 2475.132080
	Iteration 12Q: 3 clusters Score -231347.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231352.187500 Penalty: 2475.132080
	Iteration 13Q: 3 clusters Score -231352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -231355.312500 Penalty: 2475.132080
	Iteration 14Q: 3 clusters Score -231355.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -231362.609375 Penalty: 2475.132080
	Iteration 15Q: 3 clusters Score -231362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -231368.656250 Penalty: 2475.132080
	Iteration 16Q: 3 clusters Score -231368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -231375.593750 Penalty: 2475.132080
	Iteration 17Q: 3 clusters Score -231375.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -231379.343750 Penalty: 2475.132080
	Iteration 18Q: 3 clusters Score -231379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -231383.484375 Penalty: 2475.132080
	Iteration 19Q: 3 clusters Score -231383.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -231388.296875 Penalty: 2475.132080
	Iteration 20F: 3 clusters Score -231388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -231390.140625 Penalty: 2475.132080
	Iteration 21Q: 3 clusters Score -231390.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -231390.984375 Penalty: 2475.132080
	Iteration 22Q: 3 clusters Score -231391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -231392.281250 Penalty: 2475.132080
	Iteration 23Q: 3 clusters Score -231392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -231393.328125 Penalty: 2475.132080
	Iteration 24Q: 3 clusters Score -231393.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -231394.296875 Penalty: 2475.132080
	Iteration 25Q: 3 clusters Score -231394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -231394.765625 Penalty: 2475.132080
	Iteration 26Q: 3 clusters Score -231394.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231396.078125 Penalty: 2475.132080
	Iteration 27Q: 3 clusters Score -231396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -231398.328125 Penalty: 2475.132080
	Iteration 28Q: 3 clusters Score -231398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -231399.390625 Penalty: 2475.132080
	Iteration 29Q: 3 clusters Score -231399.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -231400.015625 Penalty: 2475.132080
	Iteration 30Q: 3 clusters Score -231400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -231400.015625 Penalty: 2475.132080
	Iteration 31F: 3 clusters Score -231400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -100262.250000 Penalty: 1142.657959
	Iteration 0F: 2 clusters Score -100262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -98752.976562 Penalty: 2285.315918
	Iteration 0F: 3 clusters Score -98752.98 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -99157.484375 Penalty: 2285.315918
	Iteration 1F: 3 clusters Score -99157.48 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -99305.429688 Penalty: 2285.315918
	Iteration 2F: 3 clusters Score -99305.43 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -99389.671875 Penalty: 2285.315918
	Iteration 3F: 3 clusters Score -99389.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -99439.656250 Penalty: 2285.315918
	Iteration 4Q: 3 clusters Score -99439.66 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -99482.812500 Penalty: 2285.315918
	Iteration 5Q: 3 clusters Score -99482.81 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -99522.000000 Penalty: 2285.315918
	Iteration 6Q: 3 clusters Score -99522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -99570.968750 Penalty: 2285.315918
	Iteration 7Q: 3 clusters Score -99570.97 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -99635.757812 Penalty: 2285.315918
	Iteration 8Q: 3 clusters Score -99635.76 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -99688.531250 Penalty: 2285.315918
	Iteration 9Q: 3 clusters Score -99688.53 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -99740.203125 Penalty: 2285.315918
	Iteration 10Q: 3 clusters Score -99740.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -99797.593750 Penalty: 2285.315918
	Iteration 11Q: 3 clusters Score -99797.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -99849.304688 Penalty: 2285.315918
	Iteration 12Q: 3 clusters Score -99849.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -99910.835938 Penalty: 2285.315918
	Iteration 13Q: 3 clusters Score -99910.84 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -99997.281250 Penalty: 2285.315918
	Iteration 14Q: 3 clusters Score -99997.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -100087.492188 Penalty: 2285.315918
	Iteration 15Q: 3 clusters Score -100087.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -100152.140625 Penalty: 2285.315918
	Iteration 16Q: 3 clusters Score -100152.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100202.617188 Penalty: 2285.315918
	Iteration 17Q: 3 clusters Score -100202.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -100220.867188 Penalty: 2285.315918
	Iteration 18Q: 3 clusters Score -100220.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -100228.468750 Penalty: 2285.315918
	Iteration 19Q: 3 clusters Score -100228.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -100237.632812 Penalty: 2285.315918
	Iteration 20F: 3 clusters Score -100237.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -100244.421875 Penalty: 2285.315918
	Iteration 21Q: 3 clusters Score -100244.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -100247.875000 Penalty: 2285.315918
	Iteration 22Q: 3 clusters Score -100247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -100250.601562 Penalty: 2285.315918
	Iteration 23Q: 3 clusters Score -100250.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100251.835938 Penalty: 2285.315918
	Iteration 24Q: 3 clusters Score -100251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -100252.398438 Penalty: 2285.315918
	Iteration 25Q: 3 clusters Score -100252.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100252.914062 Penalty: 2285.315918
	Iteration 26Q: 3 clusters Score -100252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -100252.914062 Penalty: 2285.315918
	Iteration 27F: 3 clusters Score -100252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Entering Unmasked Estep 
Score: -191416.203125 Penalty: 1213.261963
	Iteration 0F: 2 clusters Score -191416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -189469.656250 Penalty: 2426.523926
	Iteration 0F: 3 clusters Score -189469.7 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -189865.890625 Penalty: 2426.523926
	Iteration 1F: 3 clusters Score -189865.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -189986.421875 Penalty: 2426.523926
	Iteration 2F: 3 clusters Score -189986.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -190061.000000 Penalty: 2426.523926
	Iteration 3F: 3 clusters Score -190061 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -190128.296875 Penalty: 2426.523926
	Iteration 4Q: 3 clusters Score -190128.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -190187.296875 Penalty: 2426.523926
	Iteration 5Q: 3 clusters Score -190187.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -190242.593750 Penalty: 2426.523926
	Iteration 6Q: 3 clusters Score -190242.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -190281.375000 Penalty: 2426.523926
	Iteration 7Q: 3 clusters Score -190281.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -190312.781250 Penalty: 2426.523926
	Iteration 8Q: 3 clusters Score -190312.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -190360.046875 Penalty: 2426.523926
	Iteration 9Q: 3 clusters Score -190360 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -190420.062500 Penalty: 2426.523926
	Iteration 10Q: 3 clusters Score -190420.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -190465.625000 Penalty: 2426.523926
	Iteration 11Q: 3 clusters Score -190465.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -190503.281250 Penalty: 2426.523926
	Iteration 12Q: 3 clusters Score -190503.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -190532.968750 Penalty: 2426.523926
	Iteration 13Q: 3 clusters Score -190533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -190555.703125 Penalty: 2426.523926
	Iteration 14Q: 3 clusters Score -190555.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -190593.156250 Penalty: 2426.523926
	Iteration 15Q: 3 clusters Score -190593.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -190644.406250 Penalty: 2426.523926
	Iteration 16Q: 3 clusters Score -190644.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -190679.718750 Penalty: 2426.523926
	Iteration 17Q: 3 clusters Score -190679.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -190720.531250 Penalty: 2426.523926
	Iteration 18Q: 3 clusters Score -190720.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -190754.171875 Penalty: 2426.523926
	Iteration 19Q: 3 clusters Score -190754.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -190780.812500 Penalty: 2426.523926
	Iteration 20F: 3 clusters Score -190780.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -190804.296875 Penalty: 2426.523926
	Iteration 21Q: 3 clusters Score -190804.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -190827.312500 Penalty: 2426.523926
	Iteration 22Q: 3 clusters Score -190827.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -190852.718750 Penalty: 2426.523926
	Iteration 23Q: 3 clusters Score -190852.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -190872.921875 Penalty: 2426.523926
	Iteration 24Q: 3 clusters Score -190872.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -190884.781250 Penalty: 2426.523926
	Iteration 25Q: 3 clusters Score -190884.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -190899.000000 Penalty: 2426.523926
	Iteration 26Q: 3 clusters Score -190899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -190906.156250 Penalty: 2426.523926
	Iteration 27Q: 3 clusters Score -190906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -190908.750000 Penalty: 2426.523926
	Iteration 28Q: 3 clusters Score -190908.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -190909.000000 Penalty: 2426.523926
	Iteration 29Q: 3 clusters Score -190909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -190909.000000 Penalty: 2426.523926
	Iteration 30F: 3 clusters Score -190909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Entering Unmasked Estep 
Score: -648925.250000 Penalty: 1406.981079
	Iteration 0F: 2 clusters Score -648925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -644477.937500 Penalty: 2813.962158
	Iteration 0F: 3 clusters Score -644477.9 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -645771.125000 Penalty: 2813.962158
	Iteration 1F: 3 clusters Score -645771.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -645970.937500 Penalty: 2813.962158
	Iteration 2F: 3 clusters Score -645970.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -646134.250000 Penalty: 2813.962158
	Iteration 3F: 3 clusters Score -646134.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -646250.437500 Penalty: 2813.962158
	Iteration 4Q: 3 clusters Score -646250.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -646339.375000 Penalty: 2813.962158
	Iteration 5Q: 3 clusters Score -646339.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -646406.062500 Penalty: 2813.962158
	Iteration 6Q: 3 clusters Score -646406.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -646460.750000 Penalty: 2813.962158
	Iteration 7Q: 3 clusters Score -646460.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -646506.812500 Penalty: 2813.962158
	Iteration 8Q: 3 clusters Score -646506.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -646550.750000 Penalty: 2813.962158
	Iteration 9Q: 3 clusters Score -646550.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -646590.062500 Penalty: 2813.962158
	Iteration 10Q: 3 clusters Score -646590.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -646630.187500 Penalty: 2813.962158
	Iteration 11Q: 3 clusters Score -646630.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -646666.437500 Penalty: 2813.962158
	Iteration 12Q: 3 clusters Score -646666.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -646701.625000 Penalty: 2813.962158
	Iteration 13Q: 3 clusters Score -646701.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -646735.000000 Penalty: 2813.962158
	Iteration 14Q: 3 clusters Score -646735 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -646777.937500 Penalty: 2813.962158
	Iteration 15Q: 3 clusters Score -646777.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -646840.312500 Penalty: 2813.962158
	Iteration 16Q: 3 clusters Score -646840.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -646894.625000 Penalty: 2813.962158
	Iteration 17Q: 3 clusters Score -646894.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -646949.000000 Penalty: 2813.962158
	Iteration 18Q: 3 clusters Score -646949 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -647006.937500 Penalty: 2813.962158
	Iteration 19Q: 3 clusters Score -647006.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -647075.750000 Penalty: 2813.962158
	Iteration 20F: 3 clusters Score -647075.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -647133.812500 Penalty: 2813.962158
	Iteration 21Q: 3 clusters Score -647133.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -647183.812500 Penalty: 2813.962158
	Iteration 22Q: 3 clusters Score -647183.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -647237.125000 Penalty: 2813.962158
	Iteration 23Q: 3 clusters Score -647237.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -647289.437500 Penalty: 2813.962158
	Iteration 24Q: 3 clusters Score -647289.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -647334.437500 Penalty: 2813.962158
	Iteration 25Q: 3 clusters Score -647334.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -647376.312500 Penalty: 2813.962158
	Iteration 26Q: 3 clusters Score -647376.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -647409.375000 Penalty: 2813.962158
	Iteration 27Q: 3 clusters Score -647409.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -647435.312500 Penalty: 2813.962158
	Iteration 28Q: 3 clusters Score -647435.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -647468.937500 Penalty: 2813.962158
	Iteration 29Q: 3 clusters Score -647468.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -647510.937500 Penalty: 2813.962158
	Iteration 30Q: 3 clusters Score -647510.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -647540.687500 Penalty: 2813.962158
	Iteration 31Q: 3 clusters Score -647540.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -647574.812500 Penalty: 2813.962158
	Iteration 32Q: 3 clusters Score -647574.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -647612.437500 Penalty: 2813.962158
	Iteration 33Q: 3 clusters Score -647612.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -647633.375000 Penalty: 2813.962158
	Iteration 34Q: 3 clusters Score -647633.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -647657.750000 Penalty: 2813.962158
	Iteration 35Q: 3 clusters Score -647657.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -647673.250000 Penalty: 2813.962158
	Iteration 36Q: 3 clusters Score -647673.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -647680.812500 Penalty: 2813.962158
	Iteration 37Q: 3 clusters Score -647680.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -647685.312500 Penalty: 2813.962158
	Iteration 38Q: 3 clusters Score -647685.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -647690.937500 Penalty: 2813.962158
	Iteration 39Q: 3 clusters Score -647690.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -647697.250000 Penalty: 2813.962158
	Iteration 40F: 3 clusters Score -647697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -647701.250000 Penalty: 2813.962158
	Iteration 41Q: 3 clusters Score -647701.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -647703.375000 Penalty: 2813.962158
	Iteration 42Q: 3 clusters Score -647703.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -647703.750000 Penalty: 2813.962158
	Iteration 43Q: 3 clusters Score -647703.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -647703.750000 Penalty: 2813.962158
	Iteration 44F: 3 clusters Score -647703.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Entering Unmasked Estep 
Score: -1090471.875000 Penalty: 1486.901855
	Iteration 0F: 2 clusters Score -1090472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1083682.625000 Penalty: 2973.803711
	Iteration 0F: 3 clusters Score -1083683 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1085837.000000 Penalty: 2973.803711
	Iteration 1F: 3 clusters Score -1085837 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1086070.750000 Penalty: 2973.803711
	Iteration 2F: 3 clusters Score -1086071 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1086236.125000 Penalty: 2973.803711
	Iteration 3Q: 3 clusters Score -1086236 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1086366.000000 Penalty: 2973.803711
	Iteration 4Q: 3 clusters Score -1086366 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1086503.000000 Penalty: 2973.803711
	Iteration 5Q: 3 clusters Score -1086503 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1086659.250000 Penalty: 2973.803711
	Iteration 6Q: 3 clusters Score -1086659 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1086866.500000 Penalty: 2973.803711
	Iteration 7Q: 3 clusters Score -1086866 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1087128.875000 Penalty: 2973.803711
	Iteration 8Q: 3 clusters Score -1087129 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1087491.250000 Penalty: 2973.803711
	Iteration 9F: 3 clusters Score -1087491 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1087900.125000 Penalty: 2973.803711
	Iteration 10F: 3 clusters Score -1087900 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1088299.625000 Penalty: 2973.803711
	Iteration 11Q: 3 clusters Score -1088300 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1088628.000000 Penalty: 2973.803711
	Iteration 12Q: 3 clusters Score -1088628 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1088838.500000 Penalty: 2973.803711
	Iteration 13Q: 3 clusters Score -1088838 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1088975.750000 Penalty: 2973.803711
	Iteration 14Q: 3 clusters Score -1088976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1089047.125000 Penalty: 2973.803711
	Iteration 15Q: 3 clusters Score -1089047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1089078.750000 Penalty: 2973.803711
	Iteration 16Q: 3 clusters Score -1089079 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1089095.500000 Penalty: 2973.803711
	Iteration 17Q: 3 clusters Score -1089096 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1089109.000000 Penalty: 2973.803711
	Iteration 18Q: 3 clusters Score -1089109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -1089117.250000 Penalty: 2973.803711
	Iteration 19Q: 3 clusters Score -1089117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1089125.500000 Penalty: 2973.803711
	Iteration 20F: 3 clusters Score -1089126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1089132.625000 Penalty: 2973.803711
	Iteration 21Q: 3 clusters Score -1089133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1089147.125000 Penalty: 2973.803711
	Iteration 22Q: 3 clusters Score -1089147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1089152.750000 Penalty: 2973.803711
	Iteration 23Q: 3 clusters Score -1089153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1089155.750000 Penalty: 2973.803711
	Iteration 24Q: 3 clusters Score -1089156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1089155.750000 Penalty: 2973.803711
	Iteration 25F: 3 clusters Score -1089156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Entering Unmasked Estep 
Score: -196053.843750 Penalty: 1216.118530
	Iteration 0F: 2 clusters Score -196053.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194097.625000 Penalty: 2432.237061
	Iteration 0F: 3 clusters Score -194097.6 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -194622.953125 Penalty: 2432.237061
	Iteration 1F: 3 clusters Score -194623 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194877.671875 Penalty: 2432.237061
	Iteration 2F: 3 clusters Score -194877.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -195104.921875 Penalty: 2432.237061
	Iteration 3F: 3 clusters Score -195104.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -195280.187500 Penalty: 2432.237061
	Iteration 4F: 3 clusters Score -195280.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195437.687500 Penalty: 2432.237061
	Iteration 5F: 3 clusters Score -195437.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -195551.875000 Penalty: 2432.237061
	Iteration 6F: 3 clusters Score -195551.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -195601.078125 Penalty: 2432.237061
	Iteration 7Q: 3 clusters Score -195601.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195622.625000 Penalty: 2432.237061
	Iteration 8Q: 3 clusters Score -195622.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -195640.062500 Penalty: 2432.237061
	Iteration 9Q: 3 clusters Score -195640.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195649.437500 Penalty: 2432.237061
	Iteration 10Q: 3 clusters Score -195649.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -195651.375000 Penalty: 2432.237061
	Iteration 11Q: 3 clusters Score -195651.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -195651.937500 Penalty: 2432.237061
	Iteration 12Q: 3 clusters Score -195651.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195652.703125 Penalty: 2432.237061
	Iteration 13Q: 3 clusters Score -195652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -195652.703125 Penalty: 2432.237061
	Iteration 14F: 3 clusters Score -195652.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Entering Unmasked Estep 
Score: -546603.812500 Penalty: 1377.917358
	Iteration 0F: 2 clusters Score -546603.8 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 2407 members 
Entering Unmasked Estep 
Score: -542719.812500 Penalty: 2755.834717
	Iteration 0F: 3 clusters Score -542719.8 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -543789.250000 Penalty: 2755.834717
	Iteration 1F: 3 clusters Score -543789.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -544026.312500 Penalty: 2755.834717
	Iteration 2F: 3 clusters Score -544026.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -544199.000000 Penalty: 2755.834717
	Iteration 3F: 3 clusters Score -544199 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -544303.250000 Penalty: 2755.834717
	Iteration 4Q: 3 clusters Score -544303.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -544386.437500 Penalty: 2755.834717
	Iteration 5Q: 3 clusters Score -544386.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -544459.250000 Penalty: 2755.834717
	Iteration 6Q: 3 clusters Score -544459.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -544522.875000 Penalty: 2755.834717
	Iteration 7Q: 3 clusters Score -544522.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -544575.250000 Penalty: 2755.834717
	Iteration 8Q: 3 clusters Score -544575.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -544628.187500 Penalty: 2755.834717
	Iteration 9Q: 3 clusters Score -544628.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -544680.000000 Penalty: 2755.834717
	Iteration 10Q: 3 clusters Score -544680 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -544728.937500 Penalty: 2755.834717
	Iteration 11Q: 3 clusters Score -544728.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -544772.875000 Penalty: 2755.834717
	Iteration 12Q: 3 clusters Score -544772.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -544808.875000 Penalty: 2755.834717
	Iteration 13Q: 3 clusters Score -544808.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -544849.875000 Penalty: 2755.834717
	Iteration 14Q: 3 clusters Score -544849.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -544884.875000 Penalty: 2755.834717
	Iteration 15Q: 3 clusters Score -544884.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -544918.625000 Penalty: 2755.834717
	Iteration 16Q: 3 clusters Score -544918.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -544955.125000 Penalty: 2755.834717
	Iteration 17Q: 3 clusters Score -544955.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -544982.750000 Penalty: 2755.834717
	Iteration 18Q: 3 clusters Score -544982.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -545007.000000 Penalty: 2755.834717
	Iteration 19Q: 3 clusters Score -545007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -545028.812500 Penalty: 2755.834717
	Iteration 20F: 3 clusters Score -545028.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -545052.812500 Penalty: 2755.834717
	Iteration 21Q: 3 clusters Score -545052.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -545080.562500 Penalty: 2755.834717
	Iteration 22Q: 3 clusters Score -545080.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -545103.125000 Penalty: 2755.834717
	Iteration 23Q: 3 clusters Score -545103.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -545127.000000 Penalty: 2755.834717
	Iteration 24Q: 3 clusters Score -545127 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -545153.312500 Penalty: 2755.834717
	Iteration 25Q: 3 clusters Score -545153.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -545174.312500 Penalty: 2755.834717
	Iteration 26Q: 3 clusters Score -545174.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -545197.000000 Penalty: 2755.834717
	Iteration 27Q: 3 clusters Score -545197 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -545228.875000 Penalty: 2755.834717
	Iteration 28Q: 3 clusters Score -545228.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -545259.312500 Penalty: 2755.834717
	Iteration 29Q: 3 clusters Score -545259.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -545282.437500 Penalty: 2755.834717
	Iteration 30Q: 3 clusters Score -545282.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -545306.062500 Penalty: 2755.834717
	Iteration 31Q: 3 clusters Score -545306.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -545318.437500 Penalty: 2755.834717
	Iteration 32Q: 3 clusters Score -545318.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -545330.750000 Penalty: 2755.834717
	Iteration 33Q: 3 clusters Score -545330.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -545346.062500 Penalty: 2755.834717
	Iteration 34Q: 3 clusters Score -545346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -545359.375000 Penalty: 2755.834717
	Iteration 35Q: 3 clusters Score -545359.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -545374.375000 Penalty: 2755.834717
	Iteration 36Q: 3 clusters Score -545374.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -545393.875000 Penalty: 2755.834717
	Iteration 37Q: 3 clusters Score -545393.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -545409.312500 Penalty: 2755.834717
	Iteration 38Q: 3 clusters Score -545409.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -545419.187500 Penalty: 2755.834717
	Iteration 39Q: 3 clusters Score -545419.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -545429.437500 Penalty: 2755.834717
	Iteration 40F: 3 clusters Score -545429.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -545437.125000 Penalty: 2755.834717
	Iteration 41Q: 3 clusters Score -545437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -545443.000000 Penalty: 2755.834717
	Iteration 42Q: 3 clusters Score -545443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -545443.562500 Penalty: 2755.834717
	Iteration 43Q: 3 clusters Score -545443.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -545445.937500 Penalty: 2755.834717
	Iteration 44Q: 3 clusters Score -545445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -545446.062500 Penalty: 2755.834717
	Iteration 45Q: 3 clusters Score -545446.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -545447.750000 Penalty: 2755.834717
	Iteration 46Q: 3 clusters Score -545447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -545447.875000 Penalty: 2755.834717
	Iteration 47Q: 3 clusters Score -545447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -545448.125000 Penalty: 2755.834717
	Iteration 48Q: 3 clusters Score -545448.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -545449.062500 Penalty: 2755.834717
	Iteration 49Q: 3 clusters Score -545449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -545452.375000 Penalty: 2755.834717
	Iteration 50Q: 3 clusters Score -545452.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -545459.000000 Penalty: 2755.834717
	Iteration 51Q: 3 clusters Score -545459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -545461.437500 Penalty: 2755.834717
	Iteration 52Q: 3 clusters Score -545461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -545465.750000 Penalty: 2755.834717
	Iteration 53Q: 3 clusters Score -545465.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -545472.187500 Penalty: 2755.834717
	Iteration 54Q: 3 clusters Score -545472.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -545478.187500 Penalty: 2755.834717
	Iteration 55Q: 3 clusters Score -545478.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -545479.625000 Penalty: 2755.834717
	Iteration 56Q: 3 clusters Score -545479.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -545480.812500 Penalty: 2755.834717
	Iteration 57Q: 3 clusters Score -545480.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -545483.000000 Penalty: 2755.834717
	Iteration 58Q: 3 clusters Score -545483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -545486.437500 Penalty: 2755.834717
	Iteration 59Q: 3 clusters Score -545486.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -545488.750000 Penalty: 2755.834717
	Iteration 60F: 3 clusters Score -545488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -545490.437500 Penalty: 2755.834717
	Iteration 61Q: 3 clusters Score -545490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -545490.437500 Penalty: 2755.834717
	Iteration 62Q: 3 clusters Score -545490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -545491.687500 Penalty: 2755.834717
	Iteration 63Q: 3 clusters Score -545491.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -545491.687500 Penalty: 2755.834717
	Iteration 64F: 3 clusters Score -545491.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -211359.171875 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -211359.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -209328.203125 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -209328.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -209749.500000 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -209749.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -209865.031250 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -209865 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -209926.703125 Penalty: 2453.623047
	Iteration 3Q: 3 clusters Score -209926.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -209982.718750 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -209982.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -210033.937500 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -210033.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -210080.562500 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -210080.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -210134.375000 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -210134.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -210203.578125 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -210203.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -210271.703125 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -210271.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -210336.750000 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -210336.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -210416.265625 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -210416.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -210471.609375 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -210471.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -210525.531250 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -210525.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -210578.859375 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -210578.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -210611.046875 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -210611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -210633.421875 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -210633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -210653.671875 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -210653.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -210662.546875 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -210662.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -210671.203125 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -210671.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -210675.171875 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -210675.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -210679.500000 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -210679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -210682.875000 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -210682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -210688.750000 Penalty: 2453.623047
	Iteration 23Q: 3 clusters Score -210688.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -210701.875000 Penalty: 2453.623047
	Iteration 24Q: 3 clusters Score -210701.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -210713.921875 Penalty: 2453.623047
	Iteration 25Q: 3 clusters Score -210713.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -210724.234375 Penalty: 2453.623047
	Iteration 26Q: 3 clusters Score -210724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -210729.781250 Penalty: 2453.623047
	Iteration 27Q: 3 clusters Score -210729.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -210738.187500 Penalty: 2453.623047
	Iteration 28Q: 3 clusters Score -210738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -210744.609375 Penalty: 2453.623047
	Iteration 29Q: 3 clusters Score -210744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -210744.765625 Penalty: 2453.623047
	Iteration 30Q: 3 clusters Score -210744.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -210744.765625 Penalty: 2453.623047
	Iteration 31F: 3 clusters Score -210744.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Entering Unmasked Estep 
Score: -177721.328125 Penalty: 1193.096436
	Iteration 0F: 2 clusters Score -177721.3 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 755 members 
Entering Unmasked Estep 
Score: -175946.859375 Penalty: 2386.192871
	Iteration 0F: 3 clusters Score -175946.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -176252.062500 Penalty: 2386.192871
	Iteration 1F: 3 clusters Score -176252.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -176330.843750 Penalty: 2386.192871
	Iteration 2F: 3 clusters Score -176330.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -176369.437500 Penalty: 2386.192871
	Iteration 3Q: 3 clusters Score -176369.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -176393.375000 Penalty: 2386.192871
	Iteration 4Q: 3 clusters Score -176393.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -176407.515625 Penalty: 2386.192871
	Iteration 5Q: 3 clusters Score -176407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -176418.843750 Penalty: 2386.192871
	Iteration 6Q: 3 clusters Score -176418.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -176428.359375 Penalty: 2386.192871
	Iteration 7Q: 3 clusters Score -176428.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -176436.437500 Penalty: 2386.192871
	Iteration 8Q: 3 clusters Score -176436.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -176443.484375 Penalty: 2386.192871
	Iteration 9Q: 3 clusters Score -176443.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -176449.531250 Penalty: 2386.192871
	Iteration 10Q: 3 clusters Score -176449.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176452.265625 Penalty: 2386.192871
	Iteration 11Q: 3 clusters Score -176452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176455.656250 Penalty: 2386.192871
	Iteration 12Q: 3 clusters Score -176455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176456.390625 Penalty: 2386.192871
	Iteration 13Q: 3 clusters Score -176456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176457.328125 Penalty: 2386.192871
	Iteration 14Q: 3 clusters Score -176457.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176458.031250 Penalty: 2386.192871
	Iteration 15Q: 3 clusters Score -176458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176459.750000 Penalty: 2386.192871
	Iteration 16Q: 3 clusters Score -176459.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176461.890625 Penalty: 2386.192871
	Iteration 17Q: 3 clusters Score -176461.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -176463.593750 Penalty: 2386.192871
	Iteration 18Q: 3 clusters Score -176463.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176464.187500 Penalty: 2386.192871
	Iteration 19Q: 3 clusters Score -176464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -176464.125000 Penalty: 2386.192871
	Iteration 20F: 3 clusters Score -176464.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176464.359375 Penalty: 2386.192871
	Iteration 21Q: 3 clusters Score -176464.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -176464.359375 Penalty: 2386.192871
	Iteration 22F: 3 clusters Score -176464.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -443699.500000 Penalty: 1345.985596
	Iteration 0F: 2 clusters Score -443699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -440404.718750 Penalty: 2691.971191
	Iteration 0F: 3 clusters Score -440404.7 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -441335.906250 Penalty: 2691.971191
	Iteration 1F: 3 clusters Score -441335.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -441562.093750 Penalty: 2691.971191
	Iteration 2F: 3 clusters Score -441562.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -441718.718750 Penalty: 2691.971191
	Iteration 3F: 3 clusters Score -441718.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -441841.343750 Penalty: 2691.971191
	Iteration 4Q: 3 clusters Score -441841.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -441956.437500 Penalty: 2691.971191
	Iteration 5Q: 3 clusters Score -441956.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -442067.031250 Penalty: 2691.971191
	Iteration 6Q: 3 clusters Score -442067 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -442159.781250 Penalty: 2691.971191
	Iteration 7Q: 3 clusters Score -442159.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -442237.093750 Penalty: 2691.971191
	Iteration 8Q: 3 clusters Score -442237.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -442309.812500 Penalty: 2691.971191
	Iteration 9Q: 3 clusters Score -442309.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -442370.500000 Penalty: 2691.971191
	Iteration 10Q: 3 clusters Score -442370.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -442424.250000 Penalty: 2691.971191
	Iteration 11Q: 3 clusters Score -442424.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -442460.906250 Penalty: 2691.971191
	Iteration 12Q: 3 clusters Score -442460.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -442488.343750 Penalty: 2691.971191
	Iteration 13Q: 3 clusters Score -442488.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -442512.687500 Penalty: 2691.971191
	Iteration 14Q: 3 clusters Score -442512.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -442527.343750 Penalty: 2691.971191
	Iteration 15Q: 3 clusters Score -442527.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -442539.843750 Penalty: 2691.971191
	Iteration 16Q: 3 clusters Score -442539.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -442550.000000 Penalty: 2691.971191
	Iteration 17Q: 3 clusters Score -442550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -442559.625000 Penalty: 2691.971191
	Iteration 18Q: 3 clusters Score -442559.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -442572.781250 Penalty: 2691.971191
	Iteration 19Q: 3 clusters Score -442572.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -442586.187500 Penalty: 2691.971191
	Iteration 20F: 3 clusters Score -442586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -442600.468750 Penalty: 2691.971191
	Iteration 21Q: 3 clusters Score -442600.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -442614.406250 Penalty: 2691.971191
	Iteration 22Q: 3 clusters Score -442614.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -442630.093750 Penalty: 2691.971191
	Iteration 23Q: 3 clusters Score -442630.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -442646.937500 Penalty: 2691.971191
	Iteration 24Q: 3 clusters Score -442646.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -442664.406250 Penalty: 2691.971191
	Iteration 25Q: 3 clusters Score -442664.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -442685.500000 Penalty: 2691.971191
	Iteration 26Q: 3 clusters Score -442685.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -442707.500000 Penalty: 2691.971191
	Iteration 27Q: 3 clusters Score -442707.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -442736.593750 Penalty: 2691.971191
	Iteration 28Q: 3 clusters Score -442736.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -442756.906250 Penalty: 2691.971191
	Iteration 29Q: 3 clusters Score -442756.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -442778.187500 Penalty: 2691.971191
	Iteration 30Q: 3 clusters Score -442778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -442794.281250 Penalty: 2691.971191
	Iteration 31Q: 3 clusters Score -442794.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -442810.937500 Penalty: 2691.971191
	Iteration 32Q: 3 clusters Score -442810.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -442835.875000 Penalty: 2691.971191
	Iteration 33Q: 3 clusters Score -442835.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -442876.812500 Penalty: 2691.971191
	Iteration 34Q: 3 clusters Score -442876.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -442932.031250 Penalty: 2691.971191
	Iteration 35Q: 3 clusters Score -442932 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -442994.625000 Penalty: 2691.971191
	Iteration 36Q: 3 clusters Score -442994.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -443033.687500 Penalty: 2691.971191
	Iteration 37Q: 3 clusters Score -443033.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -443076.687500 Penalty: 2691.971191
	Iteration 38Q: 3 clusters Score -443076.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -443110.218750 Penalty: 2691.971191
	Iteration 39Q: 3 clusters Score -443110.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -443128.750000 Penalty: 2691.971191
	Iteration 40F: 3 clusters Score -443128.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -443140.593750 Penalty: 2691.971191
	Iteration 41Q: 3 clusters Score -443140.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -443145.843750 Penalty: 2691.971191
	Iteration 42Q: 3 clusters Score -443145.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -443148.156250 Penalty: 2691.971191
	Iteration 43Q: 3 clusters Score -443148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -443150.781250 Penalty: 2691.971191
	Iteration 44Q: 3 clusters Score -443150.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -443151.906250 Penalty: 2691.971191
	Iteration 45Q: 3 clusters Score -443151.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -443154.406250 Penalty: 2691.971191
	Iteration 46Q: 3 clusters Score -443154.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -443154.468750 Penalty: 2691.971191
	Iteration 47Q: 3 clusters Score -443154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -443154.468750 Penalty: 2691.971191
	Iteration 48F: 3 clusters Score -443154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -80074.984375 Penalty: 1089.068604
	Iteration 0F: 2 clusters Score -80074.98 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 412 members 
Entering Unmasked Estep 
Score: -78765.984375 Penalty: 2178.137207
	Iteration 0F: 3 clusters Score -78765.98 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -79032.273438 Penalty: 2178.137207
	Iteration 1F: 3 clusters Score -79032.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -79192.687500 Penalty: 2178.137207
	Iteration 2F: 3 clusters Score -79192.69 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -79289.835938 Penalty: 2178.137207
	Iteration 3F: 3 clusters Score -79289.84 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -79366.640625 Penalty: 2178.137207
	Iteration 4Q: 3 clusters Score -79366.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -79429.703125 Penalty: 2178.137207
	Iteration 5Q: 3 clusters Score -79429.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79460.742188 Penalty: 2178.137207
	Iteration 6Q: 3 clusters Score -79460.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -79467.648438 Penalty: 2178.137207
	Iteration 7Q: 3 clusters Score -79467.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -79471.570312 Penalty: 2178.137207
	Iteration 8Q: 3 clusters Score -79471.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -79473.140625 Penalty: 2178.137207
	Iteration 9Q: 3 clusters Score -79473.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79475.101562 Penalty: 2178.137207
	Iteration 10Q: 3 clusters Score -79475.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -79475.101562 Penalty: 2178.137207
	Iteration 11F: 3 clusters Score -79475.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -54446.070312 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -54446.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -53416.824219 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -53416.82 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -53567.644531 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -53567.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53597.675781 Penalty: 2017.791748
	Iteration 2Q: 3 clusters Score -53597.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -53611.257812 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -53611.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -53616.398438 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -53616.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53617.285156 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -53617.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -53617.285156 Penalty: 2017.791748
	Iteration 6F: 3 clusters Score -53617.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Entering Unmasked Estep 
Score: -1744383.250000 Penalty: 1564.645874
	Iteration 0F: 2 clusters Score -1744383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1733878.875000 Penalty: 3129.291748
	Iteration 0F: 3 clusters Score -1733879 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1737550.250000 Penalty: 3129.291748
	Iteration 1F: 3 clusters Score -1737550 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1737981.875000 Penalty: 3129.291748
	Iteration 2F: 3 clusters Score -1737982 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1738471.375000 Penalty: 3129.291748
	Iteration 3F: 3 clusters Score -1738471 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1738994.625000 Penalty: 3129.291748
	Iteration 4F: 3 clusters Score -1738995 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1739599.625000 Penalty: 3129.291748
	Iteration 5F: 3 clusters Score -1739600 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1740198.625000 Penalty: 3129.291748
	Iteration 6F: 3 clusters Score -1740199 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -1740824.875000 Penalty: 3129.291748
	Iteration 7F: 3 clusters Score -1740825 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1741451.375000 Penalty: 3129.291748
	Iteration 8F: 3 clusters Score -1741451 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1742005.625000 Penalty: 3129.291748
	Iteration 9F: 3 clusters Score -1742006 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1742442.750000 Penalty: 3129.291748
	Iteration 10Q: 3 clusters Score -1742443 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1742715.000000 Penalty: 3129.291748
	Iteration 11Q: 3 clusters Score -1742715 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1742882.250000 Penalty: 3129.291748
	Iteration 12Q: 3 clusters Score -1742882 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1742974.625000 Penalty: 3129.291748
	Iteration 13Q: 3 clusters Score -1742975 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1743030.000000 Penalty: 3129.291748
	Iteration 14Q: 3 clusters Score -1743030 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1743079.500000 Penalty: 3129.291748
	Iteration 15Q: 3 clusters Score -1743080 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1743117.875000 Penalty: 3129.291748
	Iteration 16Q: 3 clusters Score -1743118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1743158.375000 Penalty: 3129.291748
	Iteration 17Q: 3 clusters Score -1743158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1743195.625000 Penalty: 3129.291748
	Iteration 18Q: 3 clusters Score -1743196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1743223.500000 Penalty: 3129.291748
	Iteration 19Q: 3 clusters Score -1743224 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1743257.125000 Penalty: 3129.291748
	Iteration 20F: 3 clusters Score -1743257 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1743272.875000 Penalty: 3129.291748
	Iteration 21Q: 3 clusters Score -1743273 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1743290.500000 Penalty: 3129.291748
	Iteration 22Q: 3 clusters Score -1743290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1743295.875000 Penalty: 3129.291748
	Iteration 23Q: 3 clusters Score -1743296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1743304.625000 Penalty: 3129.291748
	Iteration 24Q: 3 clusters Score -1743305 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1743316.875000 Penalty: 3129.291748
	Iteration 25Q: 3 clusters Score -1743317 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1743322.250000 Penalty: 3129.291748
	Iteration 26Q: 3 clusters Score -1743322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1743330.000000 Penalty: 3129.291748
	Iteration 27Q: 3 clusters Score -1743330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10899 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1743332.375000 Penalty: 3129.291748
	Iteration 28Q: 3 clusters Score -1743332 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1743336.500000 Penalty: 3129.291748
	Iteration 29Q: 3 clusters Score -1743336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1743344.750000 Penalty: 3129.291748
	Iteration 30Q: 3 clusters Score -1743345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1743343.500000 Penalty: 3129.291748
	Iteration 31Q: 3 clusters Score -1743344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1743343.875000 Penalty: 3129.291748
	Iteration 32Q: 3 clusters Score -1743344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1743348.375000 Penalty: 3129.291748
	Iteration 33Q: 3 clusters Score -1743348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1743351.500000 Penalty: 3129.291748
	Iteration 34Q: 3 clusters Score -1743352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1743352.500000 Penalty: 3129.291748
	Iteration 35Q: 3 clusters Score -1743352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1743350.750000 Penalty: 3129.291748
	Iteration 36Q: 3 clusters Score -1743351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1743351.875000 Penalty: 3129.291748
	Iteration 37Q: 3 clusters Score -1743352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1743348.375000 Penalty: 3129.291748
	Iteration 38Q: 3 clusters Score -1743348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1743347.625000 Penalty: 3129.291748
	Iteration 39Q: 3 clusters Score -1743348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1743348.000000 Penalty: 3129.291748
	Iteration 40F: 3 clusters Score -1743348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1743347.125000 Penalty: 3129.291748
	Iteration 41Q: 3 clusters Score -1743347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1743348.875000 Penalty: 3129.291748
	Iteration 42Q: 3 clusters Score -1743349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1743348.875000 Penalty: 3129.291748
	Iteration 43F: 3 clusters Score -1743349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Entering Unmasked Estep 
Score: -932644.625000 Penalty: 1462.678711
	Iteration 0F: 2 clusters Score -932644.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -926666.875000 Penalty: 2925.357422
	Iteration 0F: 3 clusters Score -926666.9 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -928556.500000 Penalty: 2925.357422
	Iteration 1F: 3 clusters Score -928556.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -928866.875000 Penalty: 2925.357422
	Iteration 2F: 3 clusters Score -928866.9 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -929204.875000 Penalty: 2925.357422
	Iteration 3F: 3 clusters Score -929204.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -929599.875000 Penalty: 2925.357422
	Iteration 4F: 3 clusters Score -929599.9 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -930016.625000 Penalty: 2925.357422
	Iteration 5F: 3 clusters Score -930016.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -930433.250000 Penalty: 2925.357422
	Iteration 6F: 3 clusters Score -930433.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -930790.812500 Penalty: 2925.357422
	Iteration 7Q: 3 clusters Score -930790.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -931030.062500 Penalty: 2925.357422
	Iteration 8Q: 3 clusters Score -931030.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -931183.687500 Penalty: 2925.357422
	Iteration 9Q: 3 clusters Score -931183.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -931257.125000 Penalty: 2925.357422
	Iteration 10Q: 3 clusters Score -931257.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -931303.687500 Penalty: 2925.357422
	Iteration 11Q: 3 clusters Score -931303.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -931339.500000 Penalty: 2925.357422
	Iteration 12Q: 3 clusters Score -931339.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -931354.000000 Penalty: 2925.357422
	Iteration 13Q: 3 clusters Score -931354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -931372.187500 Penalty: 2925.357422
	Iteration 14Q: 3 clusters Score -931372.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -931387.687500 Penalty: 2925.357422
	Iteration 15Q: 3 clusters Score -931387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -931393.562500 Penalty: 2925.357422
	Iteration 16Q: 3 clusters Score -931393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -931397.312500 Penalty: 2925.357422
	Iteration 17Q: 3 clusters Score -931397.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -931402.375000 Penalty: 2925.357422
	Iteration 18Q: 3 clusters Score -931402.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -931405.625000 Penalty: 2925.357422
	Iteration 19Q: 3 clusters Score -931405.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -931406.500000 Penalty: 2925.357422
	Iteration 20F: 3 clusters Score -931406.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -931407.187500 Penalty: 2925.357422
	Iteration 21Q: 3 clusters Score -931407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -931407.687500 Penalty: 2925.357422
	Iteration 22Q: 3 clusters Score -931407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -931412.062500 Penalty: 2925.357422
	Iteration 23Q: 3 clusters Score -931412.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -931412.437500 Penalty: 2925.357422
	Iteration 24Q: 3 clusters Score -931412.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -931412.437500 Penalty: 2925.357422
	Iteration 25F: 3 clusters Score -931412.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -656035.187500 Penalty: 1404.335083
	Iteration 0F: 2 clusters Score -656035.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -651625.562500 Penalty: 2808.670166
	Iteration 0F: 3 clusters Score -651625.6 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -652788.875000 Penalty: 2808.670166
	Iteration 1F: 3 clusters Score -652788.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -652983.312500 Penalty: 2808.670166
	Iteration 2F: 3 clusters Score -652983.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -653110.187500 Penalty: 2808.670166
	Iteration 3F: 3 clusters Score -653110.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -653201.937500 Penalty: 2808.670166
	Iteration 4Q: 3 clusters Score -653201.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -653262.375000 Penalty: 2808.670166
	Iteration 5Q: 3 clusters Score -653262.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -653308.750000 Penalty: 2808.670166
	Iteration 6Q: 3 clusters Score -653308.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -653345.625000 Penalty: 2808.670166
	Iteration 7Q: 3 clusters Score -653345.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -653380.062500 Penalty: 2808.670166
	Iteration 8Q: 3 clusters Score -653380.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -653417.187500 Penalty: 2808.670166
	Iteration 9Q: 3 clusters Score -653417.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -653450.875000 Penalty: 2808.670166
	Iteration 10Q: 3 clusters Score -653450.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -653483.562500 Penalty: 2808.670166
	Iteration 11Q: 3 clusters Score -653483.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -653527.312500 Penalty: 2808.670166
	Iteration 12Q: 3 clusters Score -653527.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -653560.750000 Penalty: 2808.670166
	Iteration 13Q: 3 clusters Score -653560.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -653594.437500 Penalty: 2808.670166
	Iteration 14Q: 3 clusters Score -653594.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -653629.375000 Penalty: 2808.670166
	Iteration 15Q: 3 clusters Score -653629.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -653677.750000 Penalty: 2808.670166
	Iteration 16Q: 3 clusters Score -653677.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -653744.375000 Penalty: 2808.670166
	Iteration 17Q: 3 clusters Score -653744.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -653825.687500 Penalty: 2808.670166
	Iteration 18Q: 3 clusters Score -653825.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -653920.062500 Penalty: 2808.670166
	Iteration 19Q: 3 clusters Score -653920.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -654025.937500 Penalty: 2808.670166
	Iteration 20F: 3 clusters Score -654025.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -654141.812500 Penalty: 2808.670166
	Iteration 21Q: 3 clusters Score -654141.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -654237.437500 Penalty: 2808.670166
	Iteration 22Q: 3 clusters Score -654237.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -654328.687500 Penalty: 2808.670166
	Iteration 23Q: 3 clusters Score -654328.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -654400.812500 Penalty: 2808.670166
	Iteration 24Q: 3 clusters Score -654400.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -654466.687500 Penalty: 2808.670166
	Iteration 25Q: 3 clusters Score -654466.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -654511.750000 Penalty: 2808.670166
	Iteration 26Q: 3 clusters Score -654511.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -654551.000000 Penalty: 2808.670166
	Iteration 27Q: 3 clusters Score -654551 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -654575.312500 Penalty: 2808.670166
	Iteration 28Q: 3 clusters Score -654575.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -654590.312500 Penalty: 2808.670166
	Iteration 29Q: 3 clusters Score -654590.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -654599.625000 Penalty: 2808.670166
	Iteration 30Q: 3 clusters Score -654599.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -654609.125000 Penalty: 2808.670166
	Iteration 31Q: 3 clusters Score -654609.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -654619.875000 Penalty: 2808.670166
	Iteration 32Q: 3 clusters Score -654619.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -654628.125000 Penalty: 2808.670166
	Iteration 33Q: 3 clusters Score -654628.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -654632.187500 Penalty: 2808.670166
	Iteration 34Q: 3 clusters Score -654632.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -654638.812500 Penalty: 2808.670166
	Iteration 35Q: 3 clusters Score -654638.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -654642.312500 Penalty: 2808.670166
	Iteration 36Q: 3 clusters Score -654642.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -654645.437500 Penalty: 2808.670166
	Iteration 37Q: 3 clusters Score -654645.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -654647.000000 Penalty: 2808.670166
	Iteration 38Q: 3 clusters Score -654647 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -654649.250000 Penalty: 2808.670166
	Iteration 39Q: 3 clusters Score -654649.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -654650.687500 Penalty: 2808.670166
	Iteration 40F: 3 clusters Score -654650.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -654651.375000 Penalty: 2808.670166
	Iteration 41Q: 3 clusters Score -654651.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -654653.375000 Penalty: 2808.670166
	Iteration 42Q: 3 clusters Score -654653.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -654653.937500 Penalty: 2808.670166
	Iteration 43Q: 3 clusters Score -654653.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -654657.187500 Penalty: 2808.670166
	Iteration 44Q: 3 clusters Score -654657.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -654658.375000 Penalty: 2808.670166
	Iteration 45Q: 3 clusters Score -654658.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -654660.375000 Penalty: 2808.670166
	Iteration 46Q: 3 clusters Score -654660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -654660.812500 Penalty: 2808.670166
	Iteration 47Q: 3 clusters Score -654660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -654660.812500 Penalty: 2808.670166
	Iteration 48Q: 3 clusters Score -654660.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -654661.812500 Penalty: 2808.670166
	Iteration 49Q: 3 clusters Score -654661.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -654662.687500 Penalty: 2808.670166
	Iteration 50Q: 3 clusters Score -654662.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -654663.875000 Penalty: 2808.670166
	Iteration 51Q: 3 clusters Score -654663.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -654663.875000 Penalty: 2808.670166
	Iteration 52F: 3 clusters Score -654663.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -45346.734375 Penalty: 1003.240234
	Iteration 0F: 2 clusters Score -45346.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44443.253906 Penalty: 2006.480469
	Iteration 0F: 3 clusters Score -44443.25 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -45013.621094 Penalty: 2006.480469
	Iteration 1F: 3 clusters Score -45013.62 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -45272.167969 Penalty: 2006.480469
	Iteration 2F: 3 clusters Score -45272.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -45483.703125 Penalty: 2006.480469
	Iteration 3F: 3 clusters Score -45483.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45661.492188 Penalty: 2006.480469
	Iteration 4F: 3 clusters Score -45661.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -45804.101562 Penalty: 2006.480469
	Iteration 5Q: 3 clusters Score -45804.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45912.925781 Penalty: 2006.480469
	Iteration 6Q: 3 clusters Score -45912.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -46003.257812 Penalty: 2006.480469
	Iteration 7Q: 3 clusters Score -46003.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -46102.382812 Penalty: 2006.480469
	Iteration 8Q: 3 clusters Score -46102.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -46177.292969 Penalty: 2006.480469
	Iteration 9Q: 3 clusters Score -46177.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -46281.550781 Penalty: 2006.480469
	Iteration 10Q: 3 clusters Score -46281.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -46359.335938 Penalty: 2006.480469
	Iteration 11Q: 3 clusters Score -46359.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -46402.039062 Penalty: 2006.480469
	Iteration 12Q: 3 clusters Score -46402.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46409.984375 Penalty: 2006.480469
	Iteration 13Q: 3 clusters Score -46409.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46409.984375 Penalty: 2006.480469
	Iteration 14F: 3 clusters Score -46409.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44583 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 136 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88950 members 
Mstep: Class 47 contains 17074 members 
Mstep: Class 48 contains 344 members 
Entering Unmasked Estep 
Score: -40141492.000000 Penalty: 99827.601562
Splitting cluster 41 changes total score from -40129020.000000 to -40141492.000000
So it's getting split into cluster 48.
Entering ConstructFrom: 
Trying to split cluster 42 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -225328.171875 Penalty: 1230.448120
	Iteration 0F: 2 clusters Score -225328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -223196.312500 Penalty: 2460.896240
	Iteration 0F: 3 clusters Score -223196.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -223641.093750 Penalty: 2460.896240
	Iteration 1F: 3 clusters Score -223641.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -223762.328125 Penalty: 2460.896240
	Iteration 2F: 3 clusters Score -223762.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -223825.750000 Penalty: 2460.896240
	Iteration 3F: 3 clusters Score -223825.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -223849.500000 Penalty: 2460.896240
	Iteration 4Q: 3 clusters Score -223849.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -223871.875000 Penalty: 2460.896240
	Iteration 5Q: 3 clusters Score -223871.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223888.500000 Penalty: 2460.896240
	Iteration 6Q: 3 clusters Score -223888.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223904.000000 Penalty: 2460.896240
	Iteration 7Q: 3 clusters Score -223904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -223914.468750 Penalty: 2460.896240
	Iteration 8Q: 3 clusters Score -223914.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -223926.171875 Penalty: 2460.896240
	Iteration 9Q: 3 clusters Score -223926.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -223934.906250 Penalty: 2460.896240
	Iteration 10Q: 3 clusters Score -223934.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223940.531250 Penalty: 2460.896240
	Iteration 11Q: 3 clusters Score -223940.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -223950.968750 Penalty: 2460.896240
	Iteration 12Q: 3 clusters Score -223951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -223962.625000 Penalty: 2460.896240
	Iteration 13Q: 3 clusters Score -223962.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -223971.093750 Penalty: 2460.896240
	Iteration 14Q: 3 clusters Score -223971.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -223981.375000 Penalty: 2460.896240
	Iteration 15Q: 3 clusters Score -223981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -223987.125000 Penalty: 2460.896240
	Iteration 16Q: 3 clusters Score -223987.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -223991.359375 Penalty: 2460.896240
	Iteration 17Q: 3 clusters Score -223991.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223995.265625 Penalty: 2460.896240
	Iteration 18Q: 3 clusters Score -223995.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -223997.796875 Penalty: 2460.896240
	Iteration 19Q: 3 clusters Score -223997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -224001.296875 Penalty: 2460.896240
	Iteration 20F: 3 clusters Score -224001.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -224005.765625 Penalty: 2460.896240
	Iteration 21Q: 3 clusters Score -224005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -224007.640625 Penalty: 2460.896240
	Iteration 22Q: 3 clusters Score -224007.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -224011.343750 Penalty: 2460.896240
	Iteration 23Q: 3 clusters Score -224011.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -224015.265625 Penalty: 2460.896240
	Iteration 24Q: 3 clusters Score -224015.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -224018.250000 Penalty: 2460.896240
	Iteration 25Q: 3 clusters Score -224018.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -224022.125000 Penalty: 2460.896240
	Iteration 26Q: 3 clusters Score -224022.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -224022.609375 Penalty: 2460.896240
	Iteration 27Q: 3 clusters Score -224022.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -224025.203125 Penalty: 2460.896240
	Iteration 28Q: 3 clusters Score -224025.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224025.734375 Penalty: 2460.896240
	Iteration 29Q: 3 clusters Score -224025.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -224025.734375 Penalty: 2460.896240
	Iteration 30F: 3 clusters Score -224025.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Entering Unmasked Estep 
Score: -717559.250000 Penalty: 1416.490356
	Iteration 0F: 2 clusters Score -717559.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -712906.687500 Penalty: 2832.980713
	Iteration 0F: 3 clusters Score -712906.7 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -714289.000000 Penalty: 2832.980713
	Iteration 1F: 3 clusters Score -714289 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -714486.812500 Penalty: 2832.980713
	Iteration 2F: 3 clusters Score -714486.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -714641.312500 Penalty: 2832.980713
	Iteration 3F: 3 clusters Score -714641.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -714750.250000 Penalty: 2832.980713
	Iteration 4Q: 3 clusters Score -714750.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -714860.562500 Penalty: 2832.980713
	Iteration 5Q: 3 clusters Score -714860.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -714971.312500 Penalty: 2832.980713
	Iteration 6Q: 3 clusters Score -714971.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -715092.125000 Penalty: 2832.980713
	Iteration 7Q: 3 clusters Score -715092.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -715242.750000 Penalty: 2832.980713
	Iteration 8Q: 3 clusters Score -715242.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -715397.812500 Penalty: 2832.980713
	Iteration 9Q: 3 clusters Score -715397.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -715538.812500 Penalty: 2832.980713
	Iteration 10Q: 3 clusters Score -715538.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -715690.937500 Penalty: 2832.980713
	Iteration 11Q: 3 clusters Score -715690.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -715812.812500 Penalty: 2832.980713
	Iteration 12Q: 3 clusters Score -715812.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -715900.375000 Penalty: 2832.980713
	Iteration 13Q: 3 clusters Score -715900.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -715961.562500 Penalty: 2832.980713
	Iteration 14Q: 3 clusters Score -715961.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -716007.937500 Penalty: 2832.980713
	Iteration 15Q: 3 clusters Score -716007.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -716045.812500 Penalty: 2832.980713
	Iteration 16Q: 3 clusters Score -716045.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -716086.312500 Penalty: 2832.980713
	Iteration 17Q: 3 clusters Score -716086.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -716133.937500 Penalty: 2832.980713
	Iteration 18Q: 3 clusters Score -716133.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -716179.687500 Penalty: 2832.980713
	Iteration 19Q: 3 clusters Score -716179.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -716214.875000 Penalty: 2832.980713
	Iteration 20F: 3 clusters Score -716214.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -716241.562500 Penalty: 2832.980713
	Iteration 21Q: 3 clusters Score -716241.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -716264.187500 Penalty: 2832.980713
	Iteration 22Q: 3 clusters Score -716264.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -716286.562500 Penalty: 2832.980713
	Iteration 23Q: 3 clusters Score -716286.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -716302.500000 Penalty: 2832.980713
	Iteration 24Q: 3 clusters Score -716302.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -716311.750000 Penalty: 2832.980713
	Iteration 25Q: 3 clusters Score -716311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -716318.000000 Penalty: 2832.980713
	Iteration 26Q: 3 clusters Score -716318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -716322.062500 Penalty: 2832.980713
	Iteration 27Q: 3 clusters Score -716322.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -716326.875000 Penalty: 2832.980713
	Iteration 28Q: 3 clusters Score -716326.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -716330.250000 Penalty: 2832.980713
	Iteration 29Q: 3 clusters Score -716330.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -716332.125000 Penalty: 2832.980713
	Iteration 30Q: 3 clusters Score -716332.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -716332.437500 Penalty: 2832.980713
	Iteration 31Q: 3 clusters Score -716332.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -716332.750000 Penalty: 2832.980713
	Iteration 32Q: 3 clusters Score -716332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -716332.750000 Penalty: 2832.980713
	Iteration 33F: 3 clusters Score -716332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Entering Unmasked Estep 
Score: -453897.593750 Penalty: 1368.360840
	Iteration 0F: 2 clusters Score -453897.6 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 2231 members 
Entering Unmasked Estep 
Score: -450222.406250 Penalty: 2736.721680
	Iteration 0F: 3 clusters Score -450222.4 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -451409.125000 Penalty: 2736.721680
	Iteration 1F: 3 clusters Score -451409.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -451826.218750 Penalty: 2736.721680
	Iteration 2F: 3 clusters Score -451826.2 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -452167.468750 Penalty: 2736.721680
	Iteration 3F: 3 clusters Score -452167.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -452420.000000 Penalty: 2736.721680
	Iteration 4F: 3 clusters Score -452420 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -452591.031250 Penalty: 2736.721680
	Iteration 5F: 3 clusters Score -452591 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -452713.781250 Penalty: 2736.721680
	Iteration 6Q: 3 clusters Score -452713.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -452797.218750 Penalty: 2736.721680
	Iteration 7Q: 3 clusters Score -452797.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -452869.375000 Penalty: 2736.721680
	Iteration 8Q: 3 clusters Score -452869.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -452930.406250 Penalty: 2736.721680
	Iteration 9Q: 3 clusters Score -452930.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -452993.656250 Penalty: 2736.721680
	Iteration 10Q: 3 clusters Score -452993.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -453041.156250 Penalty: 2736.721680
	Iteration 11Q: 3 clusters Score -453041.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -453083.562500 Penalty: 2736.721680
	Iteration 12Q: 3 clusters Score -453083.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -453118.031250 Penalty: 2736.721680
	Iteration 13Q: 3 clusters Score -453118 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -453149.312500 Penalty: 2736.721680
	Iteration 14Q: 3 clusters Score -453149.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -453178.531250 Penalty: 2736.721680
	Iteration 15Q: 3 clusters Score -453178.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -453211.687500 Penalty: 2736.721680
	Iteration 16Q: 3 clusters Score -453211.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -453228.906250 Penalty: 2736.721680
	Iteration 17Q: 3 clusters Score -453228.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -453242.656250 Penalty: 2736.721680
	Iteration 18Q: 3 clusters Score -453242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -453260.531250 Penalty: 2736.721680
	Iteration 19Q: 3 clusters Score -453260.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -453276.281250 Penalty: 2736.721680
	Iteration 20F: 3 clusters Score -453276.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -453289.062500 Penalty: 2736.721680
	Iteration 21Q: 3 clusters Score -453289.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -453299.687500 Penalty: 2736.721680
	Iteration 22Q: 3 clusters Score -453299.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -453310.000000 Penalty: 2736.721680
	Iteration 23Q: 3 clusters Score -453310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -453314.843750 Penalty: 2736.721680
	Iteration 24Q: 3 clusters Score -453314.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -453321.125000 Penalty: 2736.721680
	Iteration 25Q: 3 clusters Score -453321.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -453329.187500 Penalty: 2736.721680
	Iteration 26Q: 3 clusters Score -453329.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -453334.156250 Penalty: 2736.721680
	Iteration 27Q: 3 clusters Score -453334.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -453337.218750 Penalty: 2736.721680
	Iteration 28Q: 3 clusters Score -453337.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -453339.906250 Penalty: 2736.721680
	Iteration 29Q: 3 clusters Score -453339.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -453343.656250 Penalty: 2736.721680
	Iteration 30Q: 3 clusters Score -453343.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -453349.687500 Penalty: 2736.721680
	Iteration 31Q: 3 clusters Score -453349.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -453356.156250 Penalty: 2736.721680
	Iteration 32Q: 3 clusters Score -453356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -453359.562500 Penalty: 2736.721680
	Iteration 33Q: 3 clusters Score -453359.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -453361.781250 Penalty: 2736.721680
	Iteration 34Q: 3 clusters Score -453361.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -453362.500000 Penalty: 2736.721680
	Iteration 35Q: 3 clusters Score -453362.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -453362.500000 Penalty: 2736.721680
	Iteration 36F: 3 clusters Score -453362.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -76150.476562 Penalty: 1069.128296
	Iteration 0F: 2 clusters Score -76150.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -74888.992188 Penalty: 2138.256592
	Iteration 0F: 3 clusters Score -74888.99 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -75099.421875 Penalty: 2138.256592
	Iteration 1F: 3 clusters Score -75099.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -75158.218750 Penalty: 2138.256592
	Iteration 2F: 3 clusters Score -75158.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75194.789062 Penalty: 2138.256592
	Iteration 3Q: 3 clusters Score -75194.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75212.617188 Penalty: 2138.256592
	Iteration 4Q: 3 clusters Score -75212.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75232.656250 Penalty: 2138.256592
	Iteration 5Q: 3 clusters Score -75232.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75253.007812 Penalty: 2138.256592
	Iteration 6Q: 3 clusters Score -75253.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75262.718750 Penalty: 2138.256592
	Iteration 7Q: 3 clusters Score -75262.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75269.656250 Penalty: 2138.256592
	Iteration 8Q: 3 clusters Score -75269.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -75277.734375 Penalty: 2138.256592
	Iteration 9Q: 3 clusters Score -75277.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75280.710938 Penalty: 2138.256592
	Iteration 10Q: 3 clusters Score -75280.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75286.796875 Penalty: 2138.256592
	Iteration 11Q: 3 clusters Score -75286.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -75289.265625 Penalty: 2138.256592
	Iteration 12Q: 3 clusters Score -75289.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75291.203125 Penalty: 2138.256592
	Iteration 13Q: 3 clusters Score -75291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -75296.968750 Penalty: 2138.256592
	Iteration 14Q: 3 clusters Score -75296.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75298.109375 Penalty: 2138.256592
	Iteration 15Q: 3 clusters Score -75298.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -75298.109375 Penalty: 2138.256592
	Iteration 16F: 3 clusters Score -75298.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2574 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 645 members 
Mstep: Class 5 contains 44583 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4442 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4944 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4293 members 
Mstep: Class 13 contains 28202 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1554 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5685 members 
Mstep: Class 20 contains 2287 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2579 members 
Mstep: Class 24 contains 9961 members 
Mstep: Class 25 contains 748 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1132 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5758 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 814 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5665 members 
Mstep: Class 41 contains 136 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4540 members 
Mstep: Class 45 contains 720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40142336.000000 Penalty: 99827.601562
Iteration 119Q: 49 clusters Score -4.014234e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 20822 members 
Mstep: Class 8 contains 4443 members 
Mstep: Class 9 contains 13736 members 
Mstep: Class 10 contains 4978 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4296 members 
Mstep: Class 13 contains 28218 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5717 members 
Mstep: Class 20 contains 2355 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 2596 members 
Mstep: Class 24 contains 9966 members 
Mstep: Class 25 contains 731 members 
Mstep: Class 26 contains 2030 members 
Mstep: Class 27 contains 1133 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5770 members 
Mstep: Class 30 contains 9417 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 815 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15195 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5771 members 
Mstep: Class 41 contains 213 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4575 members 
Mstep: Class 45 contains 718 members 
Mstep: Class 46 contains 88827 members 
Mstep: Class 47 contains 16678 members 
Mstep: Class 48 contains 339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40143572.000000 Penalty: 99827.601562
Iteration 120F: 49 clusters Score -4.014357e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 44580 members 
Mstep: Class 6 contains 3492 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 4441 members 
Mstep: Class 9 contains 13738 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4291 members 
Mstep: Class 13 contains 28199 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1594 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 2386 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 2608 members 
Mstep: Class 24 contains 9912 members 
Mstep: Class 25 contains 719 members 
Mstep: Class 26 contains 2027 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5773 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4815 members 
Mstep: Class 33 contains 1901 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3958 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15194 members 
Mstep: Class 39 contains 8112 members 
Mstep: Class 40 contains 5857 members 
Mstep: Class 41 contains 353 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4576 members 
Mstep: Class 45 contains 716 members 
Mstep: Class 46 contains 88733 members 
Mstep: Class 47 contains 16619 members 
Mstep: Class 48 contains 378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40147808.000000 Penalty: 99827.601562
Iteration 121Q: 49 clusters Score -4.014781e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 44551 members 
Mstep: Class 6 contains 3498 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 13733 members 
Mstep: Class 10 contains 4973 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4292 members 
Mstep: Class 13 contains 28193 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1523 members 
Mstep: Class 19 contains 5735 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2614 members 
Mstep: Class 24 contains 9850 members 
Mstep: Class 25 contains 715 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 1117 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5774 members 
Mstep: Class 30 contains 9419 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4814 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3958 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8115 members 
Mstep: Class 40 contains 5952 members 
Mstep: Class 41 contains 574 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4587 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88562 members 
Mstep: Class 47 contains 16507 members 
Mstep: Class 48 contains 403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40150316.000000 Penalty: 99827.601562
Iteration 122Q: 49 clusters Score -4.015032e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 44537 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 13731 members 
Mstep: Class 10 contains 4971 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4290 members 
Mstep: Class 13 contains 28178 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1523 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2618 members 
Mstep: Class 24 contains 9837 members 
Mstep: Class 25 contains 711 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 1112 members 
Mstep: Class 28 contains 1748 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 9421 members 
Mstep: Class 31 contains 1779 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15190 members 
Mstep: Class 39 contains 8119 members 
Mstep: Class 40 contains 6030 members 
Mstep: Class 41 contains 562 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6099 members 
Mstep: Class 44 contains 4591 members 
Mstep: Class 45 contains 718 members 
Mstep: Class 46 contains 88598 members 
Mstep: Class 47 contains 16407 members 
Mstep: Class 48 contains 427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40150816.000000 Penalty: 99827.601562
Iteration 123Q: 49 clusters Score -4.015082e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2578 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 44531 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4975 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4288 members 
Mstep: Class 13 contains 28166 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1598 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 1522 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 2464 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2623 members 
Mstep: Class 24 contains 9835 members 
Mstep: Class 25 contains 706 members 
Mstep: Class 26 contains 2022 members 
Mstep: Class 27 contains 1119 members 
Mstep: Class 28 contains 1745 members 
Mstep: Class 29 contains 5776 members 
Mstep: Class 30 contains 9424 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3957 members 
Mstep: Class 36 contains 819 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15190 members 
Mstep: Class 39 contains 8121 members 
Mstep: Class 40 contains 6106 members 
Mstep: Class 41 contains 556 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6097 members 
Mstep: Class 44 contains 4585 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88608 members 
Mstep: Class 47 contains 16313 members 
Mstep: Class 48 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40150804.000000 Penalty: 99827.601562
Iteration 124Q: 49 clusters Score -4.01508e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 44531 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 28157 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1599 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 2282 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 5752 members 
Mstep: Class 20 contains 2483 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2627 members 
Mstep: Class 24 contains 9835 members 
Mstep: Class 25 contains 705 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 1124 members 
Mstep: Class 28 contains 1743 members 
Mstep: Class 29 contains 5780 members 
Mstep: Class 30 contains 9426 members 
Mstep: Class 31 contains 1777 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3956 members 
Mstep: Class 36 contains 821 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15192 members 
Mstep: Class 39 contains 8123 members 
Mstep: Class 40 contains 6161 members 
Mstep: Class 41 contains 552 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6095 members 
Mstep: Class 44 contains 4591 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88611 members 
Mstep: Class 47 contains 16216 members 
Mstep: Class 48 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40150920.000000 Penalty: 99827.601562
Iteration 125Q: 49 clusters Score -4.015092e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 44535 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 20821 members 
Mstep: Class 8 contains 4440 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 4976 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4285 members 
Mstep: Class 13 contains 28153 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 2495 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 9835 members 
Mstep: Class 25 contains 704 members 
Mstep: Class 26 contains 2021 members 
Mstep: Class 27 contains 1129 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 5784 members 
Mstep: Class 30 contains 9430 members 
Mstep: Class 31 contains 1778 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1899 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 825 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8125 members 
Mstep: Class 40 contains 6202 members 
Mstep: Class 41 contains 549 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6097 members 
Mstep: Class 44 contains 4597 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88616 members 
Mstep: Class 47 contains 16140 members 
Mstep: Class 48 contains 454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151096.000000 Penalty: 99827.601562
Iteration 126Q: 49 clusters Score -4.01511e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2576 members 
Mstep: Class 3 contains 4435 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44540 members 
Mstep: Class 6 contains 3501 members 
Mstep: Class 7 contains 20819 members 
Mstep: Class 8 contains 4439 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4974 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 28148 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2281 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2507 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 9835 members 
Mstep: Class 25 contains 704 members 
Mstep: Class 26 contains 2019 members 
Mstep: Class 27 contains 1136 members 
Mstep: Class 28 contains 1741 members 
Mstep: Class 29 contains 5786 members 
Mstep: Class 30 contains 9429 members 
Mstep: Class 31 contains 1776 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 822 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15197 members 
Mstep: Class 39 contains 8126 members 
Mstep: Class 40 contains 6251 members 
Mstep: Class 41 contains 548 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6097 members 
Mstep: Class 44 contains 4602 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88620 members 
Mstep: Class 47 contains 16069 members 
Mstep: Class 48 contains 457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151168.000000 Penalty: 99827.601562
Iteration 127Q: 49 clusters Score -4.015117e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 4434 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44546 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 20819 members 
Mstep: Class 8 contains 4438 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 4972 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4281 members 
Mstep: Class 13 contains 28142 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 9834 members 
Mstep: Class 25 contains 703 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 1149 members 
Mstep: Class 28 contains 1740 members 
Mstep: Class 29 contains 5792 members 
Mstep: Class 30 contains 9427 members 
Mstep: Class 31 contains 1775 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 819 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15197 members 
Mstep: Class 39 contains 8127 members 
Mstep: Class 40 contains 6305 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6098 members 
Mstep: Class 44 contains 4604 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88617 members 
Mstep: Class 47 contains 16003 members 
Mstep: Class 48 contains 459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151120.000000 Penalty: 99827.601562
Iteration 128Q: 49 clusters Score -4.015112e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2572 members 
Mstep: Class 3 contains 4433 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44543 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 20817 members 
Mstep: Class 8 contains 4435 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 4968 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 28127 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 2629 members 
Mstep: Class 24 contains 9832 members 
Mstep: Class 25 contains 702 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1159 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1774 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3951 members 
Mstep: Class 36 contains 821 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 8128 members 
Mstep: Class 40 contains 6361 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4606 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88614 members 
Mstep: Class 47 contains 15948 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151244.000000 Penalty: 99827.601562
Iteration 129Q: 49 clusters Score -4.015124e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44546 members 
Mstep: Class 6 contains 3504 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 13722 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4283 members 
Mstep: Class 13 contains 28124 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 9830 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 1163 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 821 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15199 members 
Mstep: Class 39 contains 8129 members 
Mstep: Class 40 contains 6408 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6104 members 
Mstep: Class 44 contains 4607 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88606 members 
Mstep: Class 47 contains 15896 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151244.000000 Penalty: 99827.601562
Iteration 130Q: 49 clusters Score -4.015124e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44545 members 
Mstep: Class 6 contains 3505 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 13721 members 
Mstep: Class 10 contains 4963 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4284 members 
Mstep: Class 13 contains 28119 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 2569 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 2630 members 
Mstep: Class 24 contains 9830 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 1167 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5799 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 819 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 8131 members 
Mstep: Class 40 contains 6457 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4610 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88596 members 
Mstep: Class 47 contains 15845 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151228.000000 Penalty: 99827.601562
Iteration 131Q: 49 clusters Score -4.015123e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 20816 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 13721 members 
Mstep: Class 10 contains 4962 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4283 members 
Mstep: Class 13 contains 28116 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 2582 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2631 members 
Mstep: Class 24 contains 9830 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2018 members 
Mstep: Class 27 contains 1169 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 9421 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 8131 members 
Mstep: Class 40 contains 6498 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6108 members 
Mstep: Class 44 contains 4614 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88585 members 
Mstep: Class 47 contains 15798 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151204.000000 Penalty: 99827.601562
Iteration 132Q: 49 clusters Score -4.01512e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44545 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 13721 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 28110 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1603 members 
Mstep: Class 16 contains 6422 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5749 members 
Mstep: Class 20 contains 2592 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5798 members 
Mstep: Class 30 contains 9420 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 8131 members 
Mstep: Class 40 contains 6528 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6111 members 
Mstep: Class 44 contains 4621 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88582 members 
Mstep: Class 47 contains 15761 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151248.000000 Penalty: 99827.601562
Iteration 133Q: 49 clusters Score -4.015125e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2565 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 44544 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13723 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4281 members 
Mstep: Class 13 contains 28102 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1602 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 2598 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2632 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1177 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 816 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 8131 members 
Mstep: Class 40 contains 6556 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6112 members 
Mstep: Class 44 contains 4620 members 
Mstep: Class 45 contains 719 members 
Mstep: Class 46 contains 88580 members 
Mstep: Class 47 contains 15734 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151232.000000 Penalty: 99827.601562
Iteration 134Q: 49 clusters Score -4.015123e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 44543 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13723 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4280 members 
Mstep: Class 13 contains 28096 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1600 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5750 members 
Mstep: Class 20 contains 2604 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2635 members 
Mstep: Class 24 contains 9830 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1178 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 9417 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 817 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15198 members 
Mstep: Class 39 contains 8131 members 
Mstep: Class 40 contains 6577 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1943 members 
Mstep: Class 43 contains 6116 members 
Mstep: Class 44 contains 4622 members 
Mstep: Class 45 contains 720 members 
Mstep: Class 46 contains 88575 members 
Mstep: Class 47 contains 15705 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151188.000000 Penalty: 99827.601562
Iteration 135Q: 49 clusters Score -4.015119e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2567 members 
Mstep: Class 3 contains 4425 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 44541 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4279 members 
Mstep: Class 13 contains 28091 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1597 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 699 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5804 members 
Mstep: Class 30 contains 9417 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 817 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15195 members 
Mstep: Class 39 contains 8131 members 
Mstep: Class 40 contains 6605 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 6119 members 
Mstep: Class 44 contains 4627 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88573 members 
Mstep: Class 47 contains 15678 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151200.000000 Penalty: 99827.601562
Iteration 136Q: 49 clusters Score -4.01512e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 4426 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 44543 members 
Mstep: Class 6 contains 3508 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 13724 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 28088 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 2616 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 698 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15193 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6628 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1944 members 
Mstep: Class 43 contains 6120 members 
Mstep: Class 44 contains 4629 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88574 members 
Mstep: Class 47 contains 15653 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151184.000000 Penalty: 99827.601562
Iteration 137Q: 49 clusters Score -4.015118e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2563 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 44541 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6118 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28087 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 2623 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5801 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6658 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6122 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88574 members 
Mstep: Class 47 contains 15623 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151152.000000 Penalty: 99827.601562
Iteration 138Q: 49 clusters Score -4.015115e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 4429 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 44542 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28083 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5736 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6692 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6122 members 
Mstep: Class 44 contains 4628 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88572 members 
Mstep: Class 47 contains 15586 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151176.000000 Penalty: 99827.601562
Iteration 139Q: 49 clusters Score -4.015118e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 642 members 
Mstep: Class 5 contains 44545 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13725 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28075 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1592 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2640 members 
Mstep: Class 24 contains 9829 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1179 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5802 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6726 members 
Mstep: Class 41 contains 546 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6121 members 
Mstep: Class 44 contains 4631 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88571 members 
Mstep: Class 47 contains 15549 members 
Mstep: Class 48 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151672.000000 Penalty: 99827.601562
Iteration 140F: 49 clusters Score -4.015167e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 640 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13726 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28068 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5734 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 9797 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1176 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5803 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6760 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6118 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88566 members 
Mstep: Class 47 contains 15515 members 
Mstep: Class 48 contains 465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151740.000000 Penalty: 99827.601562
Iteration 141Q: 49 clusters Score -4.015174e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 638 members 
Mstep: Class 5 contains 44548 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28064 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 6421 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5733 members 
Mstep: Class 20 contains 2657 members 
Mstep: Class 21 contains 862 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1175 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5805 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6791 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6116 members 
Mstep: Class 44 contains 4634 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88566 members 
Mstep: Class 47 contains 15482 members 
Mstep: Class 48 contains 467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151816.000000 Penalty: 99827.601562
Iteration 142Q: 49 clusters Score -4.015182e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 637 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4432 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28062 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5733 members 
Mstep: Class 20 contains 2671 members 
Mstep: Class 21 contains 863 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 9795 members 
Mstep: Class 25 contains 697 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1174 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5806 members 
Mstep: Class 30 contains 9416 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6821 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6115 members 
Mstep: Class 44 contains 4637 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88564 members 
Mstep: Class 47 contains 15442 members 
Mstep: Class 48 contains 469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151852.000000 Penalty: 99827.601562
Iteration 143Q: 49 clusters Score -4.015185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 636 members 
Mstep: Class 5 contains 44547 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4433 members 
Mstep: Class 9 contains 13727 members 
Mstep: Class 10 contains 4958 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28062 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 6419 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5731 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 864 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2636 members 
Mstep: Class 24 contains 9795 members 
Mstep: Class 25 contains 696 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1173 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9417 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6845 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6114 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88563 members 
Mstep: Class 47 contains 15413 members 
Mstep: Class 48 contains 471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151860.000000 Penalty: 99827.601562
Iteration 144Q: 49 clusters Score -4.015186e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 44550 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4431 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 4957 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28062 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1591 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 865 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 695 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1172 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9418 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6868 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6114 members 
Mstep: Class 44 contains 4639 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88564 members 
Mstep: Class 47 contains 15380 members 
Mstep: Class 48 contains 473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151864.000000 Penalty: 99827.601562
Iteration 145Q: 49 clusters Score -4.015186e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4432 members 
Mstep: Class 4 contains 634 members 
Mstep: Class 5 contains 44552 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28060 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2638 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5809 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4810 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6884 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6110 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88567 members 
Mstep: Class 47 contains 15354 members 
Mstep: Class 48 contains 475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151852.000000 Penalty: 99827.601562
Iteration 146Q: 49 clusters Score -4.015185e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 632 members 
Mstep: Class 5 contains 44552 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28060 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1586 members 
Mstep: Class 16 contains 6420 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2639 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 694 members 
Mstep: Class 26 contains 2017 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 9424 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6896 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6105 members 
Mstep: Class 44 contains 4641 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88566 members 
Mstep: Class 47 contains 15346 members 
Mstep: Class 48 contains 477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151892.000000 Penalty: 99827.601562
Iteration 147Q: 49 clusters Score -4.015189e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4431 members 
Mstep: Class 4 contains 631 members 
Mstep: Class 5 contains 44553 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4430 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28056 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1583 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 2689 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2016 members 
Mstep: Class 27 contains 1170 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 9424 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6911 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6102 members 
Mstep: Class 44 contains 4642 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88566 members 
Mstep: Class 47 contains 15340 members 
Mstep: Class 48 contains 479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151916.000000 Penalty: 99827.601562
Iteration 148Q: 49 clusters Score -4.015192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4430 members 
Mstep: Class 4 contains 630 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4429 members 
Mstep: Class 9 contains 13728 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28050 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1582 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5733 members 
Mstep: Class 20 contains 2690 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 9424 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4812 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 817 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6928 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4643 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88564 members 
Mstep: Class 47 contains 15331 members 
Mstep: Class 48 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151924.000000 Penalty: 99827.601562
Iteration 149Q: 49 clusters Score -4.015192e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13731 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 6418 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5734 members 
Mstep: Class 20 contains 2690 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5811 members 
Mstep: Class 30 contains 9424 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 817 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6940 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6102 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88558 members 
Mstep: Class 47 contains 15323 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151944.000000 Penalty: 99827.601562
Iteration 150Q: 49 clusters Score -4.015194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44557 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 2691 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2641 members 
Mstep: Class 24 contains 9794 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5809 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3952 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6945 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88554 members 
Mstep: Class 47 contains 15318 members 
Mstep: Class 48 contains 480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151988.000000 Penalty: 99827.601562
Iteration 151Q: 49 clusters Score -4.015199e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1579 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 2642 members 
Mstep: Class 24 contains 9795 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2015 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6950 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88552 members 
Mstep: Class 47 contains 15311 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151984.000000 Penalty: 99827.601562
Iteration 152Q: 49 clusters Score -4.015198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44557 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1578 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5741 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2643 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2014 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6956 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88549 members 
Mstep: Class 47 contains 15305 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151948.000000 Penalty: 99827.601562
Iteration 153Q: 49 clusters Score -4.015195e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44558 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 2696 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6962 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88546 members 
Mstep: Class 47 contains 15300 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151936.000000 Penalty: 99827.601562
Iteration 154Q: 49 clusters Score -4.015194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44559 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 2699 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6966 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88544 members 
Mstep: Class 47 contains 15294 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151940.000000 Penalty: 99827.601562
Iteration 155Q: 49 clusters Score -4.015194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1577 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6969 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88544 members 
Mstep: Class 47 contains 15288 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151972.000000 Penalty: 99827.601562
Iteration 156Q: 49 clusters Score -4.015197e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44562 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15189 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6976 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88542 members 
Mstep: Class 47 contains 15281 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151996.000000 Penalty: 99827.601562
Iteration 157Q: 49 clusters Score -4.0152e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44566 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2644 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6980 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15274 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40151956.000000 Penalty: 99827.601562
Iteration 158Q: 49 clusters Score -4.015196e+07 nChanged 20
Entering ConstructFrom: 
Score: -40151956.000000 Penalty: 99827.601562
Entering ConstructFrom: 
Trying to split cluster 1 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -307744.218750 Penalty: 1285.947144
	Iteration 0F: 2 clusters Score -307744.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -305213.781250 Penalty: 2571.894287
	Iteration 0F: 3 clusters Score -305213.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305812.718750 Penalty: 2571.894287
	Iteration 1F: 3 clusters Score -305812.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -305969.937500 Penalty: 2571.894287
	Iteration 2F: 3 clusters Score -305969.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -306082.687500 Penalty: 2571.894287
	Iteration 3F: 3 clusters Score -306082.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -306180.093750 Penalty: 2571.894287
	Iteration 4Q: 3 clusters Score -306180.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -306272.156250 Penalty: 2571.894287
	Iteration 5Q: 3 clusters Score -306272.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -306343.562500 Penalty: 2571.894287
	Iteration 6Q: 3 clusters Score -306343.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -306424.031250 Penalty: 2571.894287
	Iteration 7Q: 3 clusters Score -306424 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -306497.187500 Penalty: 2571.894287
	Iteration 8Q: 3 clusters Score -306497.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -306553.406250 Penalty: 2571.894287
	Iteration 9Q: 3 clusters Score -306553.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -306594.781250 Penalty: 2571.894287
	Iteration 10Q: 3 clusters Score -306594.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -306617.750000 Penalty: 2571.894287
	Iteration 11Q: 3 clusters Score -306617.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -306635.687500 Penalty: 2571.894287
	Iteration 12Q: 3 clusters Score -306635.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -306654.750000 Penalty: 2571.894287
	Iteration 13Q: 3 clusters Score -306654.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -306680.312500 Penalty: 2571.894287
	Iteration 14Q: 3 clusters Score -306680.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -306702.562500 Penalty: 2571.894287
	Iteration 15Q: 3 clusters Score -306702.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -306724.156250 Penalty: 2571.894287
	Iteration 16Q: 3 clusters Score -306724.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -306737.625000 Penalty: 2571.894287
	Iteration 17Q: 3 clusters Score -306737.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -306747.500000 Penalty: 2571.894287
	Iteration 18Q: 3 clusters Score -306747.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -306755.968750 Penalty: 2571.894287
	Iteration 19Q: 3 clusters Score -306756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -306762.687500 Penalty: 2571.894287
	Iteration 20F: 3 clusters Score -306762.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -306768.781250 Penalty: 2571.894287
	Iteration 21Q: 3 clusters Score -306768.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -306774.468750 Penalty: 2571.894287
	Iteration 22Q: 3 clusters Score -306774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -306776.968750 Penalty: 2571.894287
	Iteration 23Q: 3 clusters Score -306777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -306778.656250 Penalty: 2571.894287
	Iteration 24Q: 3 clusters Score -306778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -306778.343750 Penalty: 2571.894287
	Iteration 25Q: 3 clusters Score -306778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -306778.718750 Penalty: 2571.894287
	Iteration 26Q: 3 clusters Score -306778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -306779.593750 Penalty: 2571.894287
	Iteration 27Q: 3 clusters Score -306779.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -306782.906250 Penalty: 2571.894287
	Iteration 28Q: 3 clusters Score -306782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -306788.218750 Penalty: 2571.894287
	Iteration 29Q: 3 clusters Score -306788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -306793.625000 Penalty: 2571.894287
	Iteration 30Q: 3 clusters Score -306793.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -306798.125000 Penalty: 2571.894287
	Iteration 31Q: 3 clusters Score -306798.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -306802.437500 Penalty: 2571.894287
	Iteration 32Q: 3 clusters Score -306802.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -306805.625000 Penalty: 2571.894287
	Iteration 33Q: 3 clusters Score -306805.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -306810.406250 Penalty: 2571.894287
	Iteration 34Q: 3 clusters Score -306810.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -306815.843750 Penalty: 2571.894287
	Iteration 35Q: 3 clusters Score -306815.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -306819.562500 Penalty: 2571.894287
	Iteration 36Q: 3 clusters Score -306819.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -306821.500000 Penalty: 2571.894287
	Iteration 37Q: 3 clusters Score -306821.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -306823.093750 Penalty: 2571.894287
	Iteration 38Q: 3 clusters Score -306823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -306823.781250 Penalty: 2571.894287
	Iteration 39Q: 3 clusters Score -306823.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -306825.093750 Penalty: 2571.894287
	Iteration 40F: 3 clusters Score -306825.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -306826.562500 Penalty: 2571.894287
	Iteration 41Q: 3 clusters Score -306826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -306826.468750 Penalty: 2571.894287
	Iteration 42Q: 3 clusters Score -306826.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -306829.968750 Penalty: 2571.894287
	Iteration 43Q: 3 clusters Score -306830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -306833.031250 Penalty: 2571.894287
	Iteration 44Q: 3 clusters Score -306833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -306839.562500 Penalty: 2571.894287
	Iteration 45Q: 3 clusters Score -306839.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -306850.375000 Penalty: 2571.894287
	Iteration 46Q: 3 clusters Score -306850.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -306858.718750 Penalty: 2571.894287
	Iteration 47Q: 3 clusters Score -306858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -306869.906250 Penalty: 2571.894287
	Iteration 48Q: 3 clusters Score -306869.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -306879.250000 Penalty: 2571.894287
	Iteration 49Q: 3 clusters Score -306879.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -306891.812500 Penalty: 2571.894287
	Iteration 50Q: 3 clusters Score -306891.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -306898.125000 Penalty: 2571.894287
	Iteration 51Q: 3 clusters Score -306898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -306900.593750 Penalty: 2571.894287
	Iteration 52Q: 3 clusters Score -306900.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -306903.843750 Penalty: 2571.894287
	Iteration 53Q: 3 clusters Score -306903.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -306906.406250 Penalty: 2571.894287
	Iteration 54Q: 3 clusters Score -306906.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -306909.343750 Penalty: 2571.894287
	Iteration 55Q: 3 clusters Score -306909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -306912.125000 Penalty: 2571.894287
	Iteration 56Q: 3 clusters Score -306912.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -306913.781250 Penalty: 2571.894287
	Iteration 57Q: 3 clusters Score -306913.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -306917.156250 Penalty: 2571.894287
	Iteration 58Q: 3 clusters Score -306917.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -306919.343750 Penalty: 2571.894287
	Iteration 59Q: 3 clusters Score -306919.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -306919.593750 Penalty: 2571.894287
	Iteration 60F: 3 clusters Score -306919.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -306919.906250 Penalty: 2571.894287
	Iteration 61Q: 3 clusters Score -306919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -306920.343750 Penalty: 2571.894287
	Iteration 62Q: 3 clusters Score -306920.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -306920.656250 Penalty: 2571.894287
	Iteration 63Q: 3 clusters Score -306920.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -306920.656250 Penalty: 2571.894287
	Iteration 64F: 3 clusters Score -306920.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Entering Unmasked Estep 
Score: -290263.343750 Penalty: 1275.388306
	Iteration 0F: 2 clusters Score -290263.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287792.187500 Penalty: 2550.776611
	Iteration 0F: 3 clusters Score -287792.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288351.312500 Penalty: 2550.776611
	Iteration 1F: 3 clusters Score -288351.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -288472.593750 Penalty: 2550.776611
	Iteration 2F: 3 clusters Score -288472.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -288540.718750 Penalty: 2550.776611
	Iteration 3Q: 3 clusters Score -288540.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -288588.375000 Penalty: 2550.776611
	Iteration 4Q: 3 clusters Score -288588.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -288639.031250 Penalty: 2550.776611
	Iteration 5Q: 3 clusters Score -288639 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -288679.468750 Penalty: 2550.776611
	Iteration 6Q: 3 clusters Score -288679.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -288713.937500 Penalty: 2550.776611
	Iteration 7Q: 3 clusters Score -288713.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -288763.125000 Penalty: 2550.776611
	Iteration 8Q: 3 clusters Score -288763.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -288813.156250 Penalty: 2550.776611
	Iteration 9Q: 3 clusters Score -288813.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -288869.281250 Penalty: 2550.776611
	Iteration 10Q: 3 clusters Score -288869.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -288925.281250 Penalty: 2550.776611
	Iteration 11Q: 3 clusters Score -288925.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -288976.281250 Penalty: 2550.776611
	Iteration 12Q: 3 clusters Score -288976.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -289014.593750 Penalty: 2550.776611
	Iteration 13Q: 3 clusters Score -289014.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -289042.187500 Penalty: 2550.776611
	Iteration 14Q: 3 clusters Score -289042.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -289067.875000 Penalty: 2550.776611
	Iteration 15Q: 3 clusters Score -289067.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -289083.468750 Penalty: 2550.776611
	Iteration 16Q: 3 clusters Score -289083.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -289095.406250 Penalty: 2550.776611
	Iteration 17Q: 3 clusters Score -289095.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -289103.406250 Penalty: 2550.776611
	Iteration 18Q: 3 clusters Score -289103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -289108.812500 Penalty: 2550.776611
	Iteration 19Q: 3 clusters Score -289108.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -289115.031250 Penalty: 2550.776611
	Iteration 20F: 3 clusters Score -289115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -289117.750000 Penalty: 2550.776611
	Iteration 21Q: 3 clusters Score -289117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -289118.812500 Penalty: 2550.776611
	Iteration 22Q: 3 clusters Score -289118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -289120.125000 Penalty: 2550.776611
	Iteration 23Q: 3 clusters Score -289120.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -289120.906250 Penalty: 2550.776611
	Iteration 24Q: 3 clusters Score -289120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -289121.593750 Penalty: 2550.776611
	Iteration 25Q: 3 clusters Score -289121.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -289124.625000 Penalty: 2550.776611
	Iteration 26Q: 3 clusters Score -289124.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -289128.750000 Penalty: 2550.776611
	Iteration 27Q: 3 clusters Score -289128.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -289139.500000 Penalty: 2550.776611
	Iteration 28Q: 3 clusters Score -289139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -289144.093750 Penalty: 2550.776611
	Iteration 29Q: 3 clusters Score -289144.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -289147.562500 Penalty: 2550.776611
	Iteration 30Q: 3 clusters Score -289147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -289151.218750 Penalty: 2550.776611
	Iteration 31Q: 3 clusters Score -289151.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -289154.937500 Penalty: 2550.776611
	Iteration 32Q: 3 clusters Score -289154.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -289160.625000 Penalty: 2550.776611
	Iteration 33Q: 3 clusters Score -289160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -289165.718750 Penalty: 2550.776611
	Iteration 34Q: 3 clusters Score -289165.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -289168.156250 Penalty: 2550.776611
	Iteration 35Q: 3 clusters Score -289168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -289168.750000 Penalty: 2550.776611
	Iteration 36Q: 3 clusters Score -289168.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -289169.687500 Penalty: 2550.776611
	Iteration 37Q: 3 clusters Score -289169.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -289170.625000 Penalty: 2550.776611
	Iteration 38Q: 3 clusters Score -289170.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -289170.625000 Penalty: 2550.776611
	Iteration 39F: 3 clusters Score -289170.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -500217.906250 Penalty: 1364.301758
	Iteration 0F: 2 clusters Score -500217.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -496598.500000 Penalty: 2728.603516
	Iteration 0F: 3 clusters Score -496598.5 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -497647.437500 Penalty: 2728.603516
	Iteration 1F: 3 clusters Score -497647.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -497848.375000 Penalty: 2728.603516
	Iteration 2F: 3 clusters Score -497848.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -497998.218750 Penalty: 2728.603516
	Iteration 3F: 3 clusters Score -497998.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -498119.562500 Penalty: 2728.603516
	Iteration 4Q: 3 clusters Score -498119.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -498243.500000 Penalty: 2728.603516
	Iteration 5Q: 3 clusters Score -498243.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -498362.656250 Penalty: 2728.603516
	Iteration 6Q: 3 clusters Score -498362.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -498488.968750 Penalty: 2728.603516
	Iteration 7Q: 3 clusters Score -498489 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -498602.562500 Penalty: 2728.603516
	Iteration 8Q: 3 clusters Score -498602.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -498740.000000 Penalty: 2728.603516
	Iteration 9Q: 3 clusters Score -498740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -498879.406250 Penalty: 2728.603516
	Iteration 10Q: 3 clusters Score -498879.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -498983.562500 Penalty: 2728.603516
	Iteration 11Q: 3 clusters Score -498983.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -499061.250000 Penalty: 2728.603516
	Iteration 12Q: 3 clusters Score -499061.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -499123.562500 Penalty: 2728.603516
	Iteration 13Q: 3 clusters Score -499123.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -499173.125000 Penalty: 2728.603516
	Iteration 14Q: 3 clusters Score -499173.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -499206.406250 Penalty: 2728.603516
	Iteration 15Q: 3 clusters Score -499206.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -499226.218750 Penalty: 2728.603516
	Iteration 16Q: 3 clusters Score -499226.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -499239.062500 Penalty: 2728.603516
	Iteration 17Q: 3 clusters Score -499239.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -499248.750000 Penalty: 2728.603516
	Iteration 18Q: 3 clusters Score -499248.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -499260.781250 Penalty: 2728.603516
	Iteration 19Q: 3 clusters Score -499260.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -499267.656250 Penalty: 2728.603516
	Iteration 20F: 3 clusters Score -499267.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -499274.093750 Penalty: 2728.603516
	Iteration 21Q: 3 clusters Score -499274.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -499279.937500 Penalty: 2728.603516
	Iteration 22Q: 3 clusters Score -499279.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -499285.500000 Penalty: 2728.603516
	Iteration 23Q: 3 clusters Score -499285.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -499290.531250 Penalty: 2728.603516
	Iteration 24Q: 3 clusters Score -499290.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -499294.687500 Penalty: 2728.603516
	Iteration 25Q: 3 clusters Score -499294.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -499298.656250 Penalty: 2728.603516
	Iteration 26Q: 3 clusters Score -499298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -499301.718750 Penalty: 2728.603516
	Iteration 27Q: 3 clusters Score -499301.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -499304.187500 Penalty: 2728.603516
	Iteration 28Q: 3 clusters Score -499304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -499305.531250 Penalty: 2728.603516
	Iteration 29Q: 3 clusters Score -499305.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -499306.281250 Penalty: 2728.603516
	Iteration 30Q: 3 clusters Score -499306.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -499306.812500 Penalty: 2728.603516
	Iteration 31Q: 3 clusters Score -499306.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -499306.562500 Penalty: 2728.603516
	Iteration 32Q: 3 clusters Score -499306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -499307.718750 Penalty: 2728.603516
	Iteration 33Q: 3 clusters Score -499307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -499307.718750 Penalty: 2728.603516
	Iteration 34F: 3 clusters Score -499307.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Entering Unmasked Estep 
Score: -41868.875000 Penalty: 1047.171387
	Iteration 0F: 2 clusters Score -41868.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -40936.011719 Penalty: 2094.342773
	Iteration 0F: 3 clusters Score -40936.01 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -41521.785156 Penalty: 2094.342773
	Iteration 1F: 3 clusters Score -41521.79 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -41747.640625 Penalty: 2094.342773
	Iteration 2F: 3 clusters Score -41747.64 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -41868.617188 Penalty: 2094.342773
	Iteration 3F: 3 clusters Score -41868.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -41904.636719 Penalty: 2094.342773
	Iteration 4Q: 3 clusters Score -41904.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -41911.644531 Penalty: 2094.342773
	Iteration 5Q: 3 clusters Score -41911.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41913.234375 Penalty: 2094.342773
	Iteration 6Q: 3 clusters Score -41913.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -41913.234375 Penalty: 2094.342773
	Iteration 7F: 3 clusters Score -41913.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 158 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6985 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15262 members 
Mstep: Class 48 contains 481 members 
Mstep: Class 49 contains 471 members 
Entering Unmasked Estep 
Score: -40150952.000000 Penalty: 101907.343750
Splitting cluster 4 changes total score from -40151956.000000 to -40150952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (44571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Entering Unmasked Estep 
Score: -5197558.000000 Penalty: 1739.536255
	Iteration 0F: 2 clusters Score -5197558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5167640.000000 Penalty: 3479.072510
	Iteration 0F: 3 clusters Score -5167640 nChanged 20899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5179170.500000 Penalty: 3479.072510
	Iteration 1F: 3 clusters Score -5179170 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5179547.000000 Penalty: 3479.072510
	Iteration 2Q: 3 clusters Score -5179547 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -5179912.500000 Penalty: 3479.072510
	Iteration 3Q: 3 clusters Score -5179912 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5180279.000000 Penalty: 3479.072510
	Iteration 4Q: 3 clusters Score -5180279 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -5180705.000000 Penalty: 3479.072510
	Iteration 5Q: 3 clusters Score -5180705 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -5181226.500000 Penalty: 3479.072510
	Iteration 6Q: 3 clusters Score -5181226 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -5181958.000000 Penalty: 3479.072510
	Iteration 7Q: 3 clusters Score -5181958 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -5183053.000000 Penalty: 3479.072510
	Iteration 8Q: 3 clusters Score -5183053 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -5184580.500000 Penalty: 3479.072510
	Iteration 9F: 3 clusters Score -5184580 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5186689.000000 Penalty: 3479.072510
	Iteration 10F: 3 clusters Score -5186689 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -5188950.000000 Penalty: 3479.072510
	Iteration 11F: 3 clusters Score -5188950 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -5191050.000000 Penalty: 3479.072510
	Iteration 12F: 3 clusters Score -5191050 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -5192551.000000 Penalty: 3479.072510
	Iteration 13Q: 3 clusters Score -5192551 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -5193420.000000 Penalty: 3479.072510
	Iteration 14Q: 3 clusters Score -5193420 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -5193983.000000 Penalty: 3479.072510
	Iteration 15Q: 3 clusters Score -5193983 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12499 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -5194397.000000 Penalty: 3479.072510
	Iteration 16Q: 3 clusters Score -5194397 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -5194671.000000 Penalty: 3479.072510
	Iteration 17Q: 3 clusters Score -5194671 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 32797 members 
Entering Unmasked Estep 
Score: -5194870.500000 Penalty: 3479.072510
	Iteration 18Q: 3 clusters Score -5194870 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -5195008.000000 Penalty: 3479.072510
	Iteration 19Q: 3 clusters Score -5195008 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -5195110.000000 Penalty: 3479.072510
	Iteration 20F: 3 clusters Score -5195110 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -5195190.500000 Penalty: 3479.072510
	Iteration 21Q: 3 clusters Score -5195190 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -5195262.000000 Penalty: 3479.072510
	Iteration 22Q: 3 clusters Score -5195262 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -5195303.000000 Penalty: 3479.072510
	Iteration 23Q: 3 clusters Score -5195303 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -5195346.000000 Penalty: 3479.072510
	Iteration 24Q: 3 clusters Score -5195346 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -5195364.500000 Penalty: 3479.072510
	Iteration 25Q: 3 clusters Score -5195364 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -5195382.000000 Penalty: 3479.072510
	Iteration 26Q: 3 clusters Score -5195382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -5195384.000000 Penalty: 3479.072510
	Iteration 27Q: 3 clusters Score -5195384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -5195417.000000 Penalty: 3479.072510
	Iteration 28Q: 3 clusters Score -5195417 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -5195439.000000 Penalty: 3479.072510
	Iteration 29Q: 3 clusters Score -5195439 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 34809 members 
Entering Unmasked Estep 
Score: -5195450.500000 Penalty: 3479.072510
	Iteration 30Q: 3 clusters Score -5195450 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -5195463.500000 Penalty: 3479.072510
	Iteration 31Q: 3 clusters Score -5195464 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 34987 members 
Entering Unmasked Estep 
Score: -5195457.500000 Penalty: 3479.072510
	Iteration 32Q: 3 clusters Score -5195458 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -5195467.000000 Penalty: 3479.072510
	Iteration 33Q: 3 clusters Score -5195467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -5195469.500000 Penalty: 3479.072510
	Iteration 34Q: 3 clusters Score -5195470 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -5195479.500000 Penalty: 3479.072510
	Iteration 35Q: 3 clusters Score -5195480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -5195488.500000 Penalty: 3479.072510
	Iteration 36Q: 3 clusters Score -5195488 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -5195485.500000 Penalty: 3479.072510
	Iteration 37Q: 3 clusters Score -5195486 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -5195490.500000 Penalty: 3479.072510
	Iteration 38Q: 3 clusters Score -5195490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -5195496.000000 Penalty: 3479.072510
	Iteration 39Q: 3 clusters Score -5195496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -5195505.500000 Penalty: 3479.072510
	Iteration 40F: 3 clusters Score -5195506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -5195506.500000 Penalty: 3479.072510
	Iteration 41Q: 3 clusters Score -5195506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -5195511.500000 Penalty: 3479.072510
	Iteration 42Q: 3 clusters Score -5195512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -5195517.500000 Penalty: 3479.072510
	Iteration 43Q: 3 clusters Score -5195518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -5195509.000000 Penalty: 3479.072510
	Iteration 44Q: 3 clusters Score -5195509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -5195514.000000 Penalty: 3479.072510
	Iteration 45Q: 3 clusters Score -5195514 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -5195516.000000 Penalty: 3479.072510
	Iteration 46Q: 3 clusters Score -5195516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -5195519.500000 Penalty: 3479.072510
	Iteration 47Q: 3 clusters Score -5195520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 35668 members 
Entering Unmasked Estep 
Score: -5195525.000000 Penalty: 3479.072510
	Iteration 48Q: 3 clusters Score -5195525 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -5195524.000000 Penalty: 3479.072510
	Iteration 49Q: 3 clusters Score -5195524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -5195528.500000 Penalty: 3479.072510
	Iteration 50Q: 3 clusters Score -5195528 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -5195524.500000 Penalty: 3479.072510
	Iteration 51Q: 3 clusters Score -5195524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -5195530.500000 Penalty: 3479.072510
	Iteration 52Q: 3 clusters Score -5195530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -5195529.500000 Penalty: 3479.072510
	Iteration 53Q: 3 clusters Score -5195530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -5195531.500000 Penalty: 3479.072510
	Iteration 54Q: 3 clusters Score -5195532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -5195526.500000 Penalty: 3479.072510
	Iteration 55Q: 3 clusters Score -5195526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -5195522.500000 Penalty: 3479.072510
	Iteration 56Q: 3 clusters Score -5195522 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -5195515.500000 Penalty: 3479.072510
	Iteration 57Q: 3 clusters Score -5195516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -5195523.500000 Penalty: 3479.072510
	Iteration 58Q: 3 clusters Score -5195524 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -5195526.000000 Penalty: 3479.072510
	Iteration 59Q: 3 clusters Score -5195526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -5195523.500000 Penalty: 3479.072510
	Iteration 60F: 3 clusters Score -5195524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -5195535.500000 Penalty: 3479.072510
	Iteration 61Q: 3 clusters Score -5195536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5195543.500000 Penalty: 3479.072510
	Iteration 62Q: 3 clusters Score -5195544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -5195536.000000 Penalty: 3479.072510
	Iteration 63Q: 3 clusters Score -5195536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 36063 members 
Entering Unmasked Estep 
Score: -5195540.000000 Penalty: 3479.072510
	Iteration 64Q: 3 clusters Score -5195540 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -5195544.000000 Penalty: 3479.072510
	Iteration 65Q: 3 clusters Score -5195544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -5195541.500000 Penalty: 3479.072510
	Iteration 66Q: 3 clusters Score -5195542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5195551 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5195557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5195562 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5195560 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5195574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5195560 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -5195563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -5195561.500000 Penalty: 3479.072510
	Iteration 74Q: 3 clusters Score -5195562 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5195564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5195562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 36637 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5195572 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5195578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5195583 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5195596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5195614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5195614 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -5195617 nChanged 55
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 36988 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -5195620 nChanged 60
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Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5195616 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5195628 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5195630 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5195628 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5195634 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5195634 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5195641 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5195640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5195644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 37610 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5195647 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5195658 nChanged 37
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Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5195652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5195646 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5195655 nChanged 29
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Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -5195659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5195658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -5195661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 37860 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5195660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5195672 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5195672 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -5195676 nChanged 10
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Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 37920 members 
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	Iteration 110Q: 3 clusters Score -5195676 nChanged 7
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Mstep: Class 1 contains 6644 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -5195674 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
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	Iteration 112Q: 3 clusters Score -5195672 nChanged 10
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Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -5195666 nChanged 13
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Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -5195678 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 37977 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -5195680 nChanged 18
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Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5195677 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5195678 nChanged 7
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Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 38010 members 
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	Iteration 118Q: 3 clusters Score -5195678 nChanged 7
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Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 38017 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5195681 nChanged 4
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Mstep: Class 1 contains 6550 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5195682 nChanged 6
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Mstep: Class 1 contains 6544 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5195685 nChanged 9
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Mstep: Class 1 contains 6535 members 
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	Iteration 122Q: 3 clusters Score -5195686 nChanged 13
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Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5195678 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5195681 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6505 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5195682 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6494 members 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5195676 nChanged 8
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Mstep: Class 1 contains 6486 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5195682 nChanged 3
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Mstep: Class 1 contains 6483 members 
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	Iteration 128Q: 3 clusters Score -5195682 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5195682 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5195682 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5195680 nChanged 7
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Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5195680 nChanged 10
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Mstep: Class 1 contains 6445 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5195690 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5195697 nChanged 9
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Mstep: Class 1 contains 6425 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5195694 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5195694 nChanged 8
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Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5195694 nChanged 5
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5195695 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -5195694 nChanged 11
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Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -5195701.000000 Penalty: 3479.072510
	Iteration 140F: 3 clusters Score -5195701 nChanged 14
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Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 38199 members 
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	Iteration 141Q: 3 clusters Score -5195701 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5195700 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6358 members 
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	Iteration 143Q: 3 clusters Score -5195704 nChanged 3
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Mstep: Class 1 contains 6355 members 
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	Iteration 144Q: 3 clusters Score -5195704 nChanged 5
Entering Unmasked Mstep 
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	Iteration 145Q: 3 clusters Score -5195708 nChanged 6
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Mstep: Class 2 contains 38227 members 
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	Iteration 146Q: 3 clusters Score -5195704 nChanged 3
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	Iteration 147Q: 3 clusters Score -5195702 nChanged 4
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Mstep: Class 1 contains 6337 members 
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	Iteration 148Q: 3 clusters Score -5195702 nChanged 11
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Mstep: Class 1 contains 6326 members 
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	Iteration 149Q: 3 clusters Score -5195700 nChanged 7
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Mstep: Class 1 contains 6319 members 
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	Iteration 150Q: 3 clusters Score -5195707 nChanged 7
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -5195710 nChanged 7
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -5195713 nChanged 4
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	Iteration 153Q: 3 clusters Score -5195710 nChanged 1
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	Iteration 154Q: 3 clusters Score -5195711 nChanged 2
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	Iteration 155Q: 3 clusters Score -5195710 nChanged 1
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	Iteration 156Q: 3 clusters Score -5195711 nChanged 1
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	Iteration 157Q: 3 clusters Score -5195709 nChanged 1
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	Iteration 158Q: 3 clusters Score -5195708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -5195708.000000 Penalty: 3479.072510
	Iteration 159F: 3 clusters Score -5195708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -399300.531250 Penalty: 1326.594116
	Iteration 0F: 2 clusters Score -399300.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -396202.625000 Penalty: 2653.188232
	Iteration 0F: 3 clusters Score -396202.6 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -397006.750000 Penalty: 2653.188232
	Iteration 1F: 3 clusters Score -397006.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -397130.125000 Penalty: 2653.188232
	Iteration 2F: 3 clusters Score -397130.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -397219.000000 Penalty: 2653.188232
	Iteration 3Q: 3 clusters Score -397219 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -397292.937500 Penalty: 2653.188232
	Iteration 4Q: 3 clusters Score -397292.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -397356.687500 Penalty: 2653.188232
	Iteration 5Q: 3 clusters Score -397356.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -397413.468750 Penalty: 2653.188232
	Iteration 6Q: 3 clusters Score -397413.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -397468.937500 Penalty: 2653.188232
	Iteration 7Q: 3 clusters Score -397468.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -397528.562500 Penalty: 2653.188232
	Iteration 8Q: 3 clusters Score -397528.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -397589.000000 Penalty: 2653.188232
	Iteration 9Q: 3 clusters Score -397589 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -397647.218750 Penalty: 2653.188232
	Iteration 10Q: 3 clusters Score -397647.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -397715.468750 Penalty: 2653.188232
	Iteration 11Q: 3 clusters Score -397715.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -397799.375000 Penalty: 2653.188232
	Iteration 12Q: 3 clusters Score -397799.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -397877.593750 Penalty: 2653.188232
	Iteration 13Q: 3 clusters Score -397877.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -397928.031250 Penalty: 2653.188232
	Iteration 14Q: 3 clusters Score -397928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -397974.156250 Penalty: 2653.188232
	Iteration 15Q: 3 clusters Score -397974.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -398009.468750 Penalty: 2653.188232
	Iteration 16Q: 3 clusters Score -398009.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -398044.375000 Penalty: 2653.188232
	Iteration 17Q: 3 clusters Score -398044.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -398075.968750 Penalty: 2653.188232
	Iteration 18Q: 3 clusters Score -398076 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -398099.625000 Penalty: 2653.188232
	Iteration 19Q: 3 clusters Score -398099.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -398123.437500 Penalty: 2653.188232
	Iteration 20F: 3 clusters Score -398123.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -398141.843750 Penalty: 2653.188232
	Iteration 21Q: 3 clusters Score -398141.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -398153.406250 Penalty: 2653.188232
	Iteration 22Q: 3 clusters Score -398153.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -398163.750000 Penalty: 2653.188232
	Iteration 23Q: 3 clusters Score -398163.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -398171.312500 Penalty: 2653.188232
	Iteration 24Q: 3 clusters Score -398171.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -398178.031250 Penalty: 2653.188232
	Iteration 25Q: 3 clusters Score -398178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -398184.562500 Penalty: 2653.188232
	Iteration 26Q: 3 clusters Score -398184.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -398188.031250 Penalty: 2653.188232
	Iteration 27Q: 3 clusters Score -398188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -398188.875000 Penalty: 2653.188232
	Iteration 28Q: 3 clusters Score -398188.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -398190.937500 Penalty: 2653.188232
	Iteration 29Q: 3 clusters Score -398190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -398192.718750 Penalty: 2653.188232
	Iteration 30Q: 3 clusters Score -398192.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -398194.718750 Penalty: 2653.188232
	Iteration 31Q: 3 clusters Score -398194.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -398197.312500 Penalty: 2653.188232
	Iteration 32Q: 3 clusters Score -398197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -398199.062500 Penalty: 2653.188232
	Iteration 33Q: 3 clusters Score -398199.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -398199.062500 Penalty: 2653.188232
	Iteration 34F: 3 clusters Score -398199.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Entering Unmasked Estep 
Score: -2400254.500000 Penalty: 1615.807251
	Iteration 0F: 2 clusters Score -2400254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2386067.500000 Penalty: 3231.614502
	Iteration 0F: 3 clusters Score -2386068 nChanged 9448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2391381.500000 Penalty: 3231.614502
	Iteration 1F: 3 clusters Score -2391382 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2391886.250000 Penalty: 3231.614502
	Iteration 2F: 3 clusters Score -2391886 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2392368.750000 Penalty: 3231.614502
	Iteration 3Q: 3 clusters Score -2392369 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -2392835.000000 Penalty: 3231.614502
	Iteration 4Q: 3 clusters Score -2392835 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2393270.500000 Penalty: 3231.614502
	Iteration 5Q: 3 clusters Score -2393270 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2393721.250000 Penalty: 3231.614502
	Iteration 6Q: 3 clusters Score -2393721 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -2394211.750000 Penalty: 3231.614502
	Iteration 7Q: 3 clusters Score -2394212 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2394733.750000 Penalty: 3231.614502
	Iteration 8Q: 3 clusters Score -2394734 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2395358.500000 Penalty: 3231.614502
	Iteration 9Q: 3 clusters Score -2395358 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -2396036.000000 Penalty: 3231.614502
	Iteration 10Q: 3 clusters Score -2396036 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -2396657.750000 Penalty: 3231.614502
	Iteration 11Q: 3 clusters Score -2396658 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2397146.750000 Penalty: 3231.614502
	Iteration 12Q: 3 clusters Score -2397147 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -2397522.750000 Penalty: 3231.614502
	Iteration 13Q: 3 clusters Score -2397523 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -2397835.500000 Penalty: 3231.614502
	Iteration 14Q: 3 clusters Score -2397836 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -2398093.750000 Penalty: 3231.614502
	Iteration 15Q: 3 clusters Score -2398094 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -2398286.000000 Penalty: 3231.614502
	Iteration 16Q: 3 clusters Score -2398286 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2398424.500000 Penalty: 3231.614502
	Iteration 17Q: 3 clusters Score -2398424 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2398520.750000 Penalty: 3231.614502
	Iteration 18Q: 3 clusters Score -2398521 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2398620.250000 Penalty: 3231.614502
	Iteration 19Q: 3 clusters Score -2398620 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -2398695.500000 Penalty: 3231.614502
	Iteration 20F: 3 clusters Score -2398696 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2398773.500000 Penalty: 3231.614502
	Iteration 21Q: 3 clusters Score -2398774 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -2398819.750000 Penalty: 3231.614502
	Iteration 22Q: 3 clusters Score -2398820 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2398872.000000 Penalty: 3231.614502
	Iteration 23Q: 3 clusters Score -2398872 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2398915.500000 Penalty: 3231.614502
	Iteration 24Q: 3 clusters Score -2398916 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2398947.750000 Penalty: 3231.614502
	Iteration 25Q: 3 clusters Score -2398948 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2398968.000000 Penalty: 3231.614502
	Iteration 26Q: 3 clusters Score -2398968 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -2399001.250000 Penalty: 3231.614502
	Iteration 27Q: 3 clusters Score -2399001 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -2399040.250000 Penalty: 3231.614502
	Iteration 28Q: 3 clusters Score -2399040 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2399082.250000 Penalty: 3231.614502
	Iteration 29Q: 3 clusters Score -2399082 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2399110.750000 Penalty: 3231.614502
	Iteration 30Q: 3 clusters Score -2399111 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -2399139.500000 Penalty: 3231.614502
	Iteration 31Q: 3 clusters Score -2399140 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2399165.000000 Penalty: 3231.614502
	Iteration 32Q: 3 clusters Score -2399165 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2399181.500000 Penalty: 3231.614502
	Iteration 33Q: 3 clusters Score -2399182 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -2399197.750000 Penalty: 3231.614502
	Iteration 34Q: 3 clusters Score -2399198 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2399208.000000 Penalty: 3231.614502
	Iteration 35Q: 3 clusters Score -2399208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2399221.250000 Penalty: 3231.614502
	Iteration 36Q: 3 clusters Score -2399221 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2399226.000000 Penalty: 3231.614502
	Iteration 37Q: 3 clusters Score -2399226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2399236.000000 Penalty: 3231.614502
	Iteration 38Q: 3 clusters Score -2399236 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2399249.500000 Penalty: 3231.614502
	Iteration 39Q: 3 clusters Score -2399250 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2399258.000000 Penalty: 3231.614502
	Iteration 40F: 3 clusters Score -2399258 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2399269.750000 Penalty: 3231.614502
	Iteration 41Q: 3 clusters Score -2399270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -2399277.000000 Penalty: 3231.614502
	Iteration 42Q: 3 clusters Score -2399277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2399277.250000 Penalty: 3231.614502
	Iteration 43Q: 3 clusters Score -2399277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2399289.750000 Penalty: 3231.614502
	Iteration 44Q: 3 clusters Score -2399290 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -2399300.000000 Penalty: 3231.614502
	Iteration 45Q: 3 clusters Score -2399300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -2399302.750000 Penalty: 3231.614502
	Iteration 46Q: 3 clusters Score -2399303 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -2399308.750000 Penalty: 3231.614502
	Iteration 47Q: 3 clusters Score -2399309 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2399320.000000 Penalty: 3231.614502
	Iteration 48Q: 3 clusters Score -2399320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -2399325.750000 Penalty: 3231.614502
	Iteration 49Q: 3 clusters Score -2399326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2399332.750000 Penalty: 3231.614502
	Iteration 50Q: 3 clusters Score -2399333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2399338.500000 Penalty: 3231.614502
	Iteration 51Q: 3 clusters Score -2399338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2399340.750000 Penalty: 3231.614502
	Iteration 52Q: 3 clusters Score -2399341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2399336.250000 Penalty: 3231.614502
	Iteration 53Q: 3 clusters Score -2399336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2399342.750000 Penalty: 3231.614502
	Iteration 54Q: 3 clusters Score -2399343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2399343.750000 Penalty: 3231.614502
	Iteration 55Q: 3 clusters Score -2399344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2399346.250000 Penalty: 3231.614502
	Iteration 56Q: 3 clusters Score -2399346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2399350.500000 Penalty: 3231.614502
	Iteration 57Q: 3 clusters Score -2399350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -2399348.250000 Penalty: 3231.614502
	Iteration 58Q: 3 clusters Score -2399348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -2399346.000000 Penalty: 3231.614502
	Iteration 59Q: 3 clusters Score -2399346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2399350.000000 Penalty: 3231.614502
	Iteration 60F: 3 clusters Score -2399350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2399354.500000 Penalty: 3231.614502
	Iteration 61Q: 3 clusters Score -2399354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2399356.750000 Penalty: 3231.614502
	Iteration 62Q: 3 clusters Score -2399357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2399355.250000 Penalty: 3231.614502
	Iteration 63Q: 3 clusters Score -2399355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2399355.000000 Penalty: 3231.614502
	Iteration 64Q: 3 clusters Score -2399355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2399354.500000 Penalty: 3231.614502
	Iteration 65Q: 3 clusters Score -2399354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2399355.500000 Penalty: 3231.614502
	Iteration 66Q: 3 clusters Score -2399356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2399357.000000 Penalty: 3231.614502
	Iteration 67Q: 3 clusters Score -2399357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2399358.500000 Penalty: 3231.614502
	Iteration 68Q: 3 clusters Score -2399358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -2399361.750000 Penalty: 3231.614502
	Iteration 69Q: 3 clusters Score -2399362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2399364.000000 Penalty: 3231.614502
	Iteration 70Q: 3 clusters Score -2399364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 18841 members 
Entering Unmasked Estep 
Score: -2399367.500000 Penalty: 3231.614502
	Iteration 71Q: 3 clusters Score -2399368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2399365.250000 Penalty: 3231.614502
	Iteration 72Q: 3 clusters Score -2399365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2399368.000000 Penalty: 3231.614502
	Iteration 73Q: 3 clusters Score -2399368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2399367.000000 Penalty: 3231.614502
	Iteration 74Q: 3 clusters Score -2399367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -2399371.500000 Penalty: 3231.614502
	Iteration 75Q: 3 clusters Score -2399372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2399369.750000 Penalty: 3231.614502
	Iteration 76Q: 3 clusters Score -2399370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2399368.250000 Penalty: 3231.614502
	Iteration 77Q: 3 clusters Score -2399368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -2399369.250000 Penalty: 3231.614502
	Iteration 78Q: 3 clusters Score -2399369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2399368.500000 Penalty: 3231.614502
	Iteration 79Q: 3 clusters Score -2399368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -2399367.750000 Penalty: 3231.614502
	Iteration 80F: 3 clusters Score -2399368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2399368.000000 Penalty: 3231.614502
	Iteration 81Q: 3 clusters Score -2399368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2399367.000000 Penalty: 3231.614502
	Iteration 82Q: 3 clusters Score -2399367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2399371.500000 Penalty: 3231.614502
	Iteration 83Q: 3 clusters Score -2399372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2399372.500000 Penalty: 3231.614502
	Iteration 84Q: 3 clusters Score -2399372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2399372.500000 Penalty: 3231.614502
	Iteration 85F: 3 clusters Score -2399372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -502759.781250 Penalty: 1364.301758
	Iteration 0F: 2 clusters Score -502759.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -499124.656250 Penalty: 2728.603516
	Iteration 0F: 3 clusters Score -499124.7 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -500102.062500 Penalty: 2728.603516
	Iteration 1F: 3 clusters Score -500102.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -500266.750000 Penalty: 2728.603516
	Iteration 2F: 3 clusters Score -500266.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -500372.968750 Penalty: 2728.603516
	Iteration 3Q: 3 clusters Score -500373 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -500478.312500 Penalty: 2728.603516
	Iteration 4Q: 3 clusters Score -500478.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -500567.343750 Penalty: 2728.603516
	Iteration 5Q: 3 clusters Score -500567.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -500673.562500 Penalty: 2728.603516
	Iteration 6Q: 3 clusters Score -500673.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -500776.781250 Penalty: 2728.603516
	Iteration 7Q: 3 clusters Score -500776.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -500910.406250 Penalty: 2728.603516
	Iteration 8Q: 3 clusters Score -500910.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -501110.843750 Penalty: 2728.603516
	Iteration 9Q: 3 clusters Score -501110.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -501446.000000 Penalty: 2728.603516
	Iteration 10F: 3 clusters Score -501446 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -501996.937500 Penalty: 2728.603516
	Iteration 11F: 3 clusters Score -501996.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -502553.843750 Penalty: 2728.603516
	Iteration 12F: 3 clusters Score -502553.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -502875.625000 Penalty: 2728.603516
	Iteration 13F: 3 clusters Score -502875.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -502999.375000 Penalty: 2728.603516
	Iteration 14Q: 3 clusters Score -502999.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -503088.468750 Penalty: 2728.603516
	Iteration 15Q: 3 clusters Score -503088.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -503156.312500 Penalty: 2728.603516
	Iteration 16Q: 3 clusters Score -503156.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -503197.250000 Penalty: 2728.603516
	Iteration 17Q: 3 clusters Score -503197.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -503219.468750 Penalty: 2728.603516
	Iteration 18Q: 3 clusters Score -503219.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -503234.218750 Penalty: 2728.603516
	Iteration 19Q: 3 clusters Score -503234.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -503247.906250 Penalty: 2728.603516
	Iteration 20F: 3 clusters Score -503247.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -503260.843750 Penalty: 2728.603516
	Iteration 21Q: 3 clusters Score -503260.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -503275.187500 Penalty: 2728.603516
	Iteration 22Q: 3 clusters Score -503275.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -503283.531250 Penalty: 2728.603516
	Iteration 23Q: 3 clusters Score -503283.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -503289.875000 Penalty: 2728.603516
	Iteration 24Q: 3 clusters Score -503289.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -503292.468750 Penalty: 2728.603516
	Iteration 25Q: 3 clusters Score -503292.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -503293.906250 Penalty: 2728.603516
	Iteration 26Q: 3 clusters Score -503293.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -503296.343750 Penalty: 2728.603516
	Iteration 27Q: 3 clusters Score -503296.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -503297.093750 Penalty: 2728.603516
	Iteration 28Q: 3 clusters Score -503297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -503298.937500 Penalty: 2728.603516
	Iteration 29Q: 3 clusters Score -503298.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -503301.437500 Penalty: 2728.603516
	Iteration 30Q: 3 clusters Score -503301.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -503302.281250 Penalty: 2728.603516
	Iteration 31Q: 3 clusters Score -503302.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -503302.312500 Penalty: 2728.603516
	Iteration 32Q: 3 clusters Score -503302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -503302.562500 Penalty: 2728.603516
	Iteration 33Q: 3 clusters Score -503302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -503302.562500 Penalty: 2728.603516
	Iteration 34F: 3 clusters Score -503302.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 1272 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6985 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15262 members 
Mstep: Class 48 contains 481 members 
Mstep: Class 49 contains 3156 members 
Entering Unmasked Estep 
Score: -40151660.000000 Penalty: 101907.343750
Splitting cluster 8 changes total score from -40151956.000000 to -40151660.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -1588493.500000 Penalty: 1548.180664
	Iteration 0F: 2 clusters Score -1588494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1578925.500000 Penalty: 3096.361328
	Iteration 0F: 3 clusters Score -1578926 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1582240.375000 Penalty: 3096.361328
	Iteration 1F: 3 clusters Score -1582240 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1582564.000000 Penalty: 3096.361328
	Iteration 2F: 3 clusters Score -1582564 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1582845.125000 Penalty: 3096.361328
	Iteration 3F: 3 clusters Score -1582845 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1583149.000000 Penalty: 3096.361328
	Iteration 4Q: 3 clusters Score -1583149 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1583478.000000 Penalty: 3096.361328
	Iteration 5Q: 3 clusters Score -1583478 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1583931.625000 Penalty: 3096.361328
	Iteration 6F: 3 clusters Score -1583932 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1584465.125000 Penalty: 3096.361328
	Iteration 7F: 3 clusters Score -1584465 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1585020.000000 Penalty: 3096.361328
	Iteration 8F: 3 clusters Score -1585020 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1585496.250000 Penalty: 3096.361328
	Iteration 9Q: 3 clusters Score -1585496 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1585883.750000 Penalty: 3096.361328
	Iteration 10Q: 3 clusters Score -1585884 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1586138.875000 Penalty: 3096.361328
	Iteration 11Q: 3 clusters Score -1586139 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -1586320.250000 Penalty: 3096.361328
	Iteration 12Q: 3 clusters Score -1586320 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1586457.500000 Penalty: 3096.361328
	Iteration 13Q: 3 clusters Score -1586458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1586590.875000 Penalty: 3096.361328
	Iteration 14Q: 3 clusters Score -1586591 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1586695.875000 Penalty: 3096.361328
	Iteration 15Q: 3 clusters Score -1586696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1586796.125000 Penalty: 3096.361328
	Iteration 16Q: 3 clusters Score -1586796 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1586859.375000 Penalty: 3096.361328
	Iteration 17Q: 3 clusters Score -1586859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1586905.250000 Penalty: 3096.361328
	Iteration 18Q: 3 clusters Score -1586905 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -1586951.625000 Penalty: 3096.361328
	Iteration 19Q: 3 clusters Score -1586952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1586985.250000 Penalty: 3096.361328
	Iteration 20F: 3 clusters Score -1586985 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1587014.250000 Penalty: 3096.361328
	Iteration 21Q: 3 clusters Score -1587014 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1587035.500000 Penalty: 3096.361328
	Iteration 22Q: 3 clusters Score -1587036 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -1587055.625000 Penalty: 3096.361328
	Iteration 23Q: 3 clusters Score -1587056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1587066.875000 Penalty: 3096.361328
	Iteration 24Q: 3 clusters Score -1587067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1587070.750000 Penalty: 3096.361328
	Iteration 25Q: 3 clusters Score -1587071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1587074.125000 Penalty: 3096.361328
	Iteration 26Q: 3 clusters Score -1587074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1587079.500000 Penalty: 3096.361328
	Iteration 27Q: 3 clusters Score -1587080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1587084.000000 Penalty: 3096.361328
	Iteration 28Q: 3 clusters Score -1587084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1587087.750000 Penalty: 3096.361328
	Iteration 29Q: 3 clusters Score -1587088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1587089.875000 Penalty: 3096.361328
	Iteration 30Q: 3 clusters Score -1587090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -1587093.125000 Penalty: 3096.361328
	Iteration 31Q: 3 clusters Score -1587093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1587097.250000 Penalty: 3096.361328
	Iteration 32Q: 3 clusters Score -1587097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1587101.625000 Penalty: 3096.361328
	Iteration 33Q: 3 clusters Score -1587102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -1587109.000000 Penalty: 3096.361328
	Iteration 34Q: 3 clusters Score -1587109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1587114.375000 Penalty: 3096.361328
	Iteration 35Q: 3 clusters Score -1587114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1587118.250000 Penalty: 3096.361328
	Iteration 36Q: 3 clusters Score -1587118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1587120.000000 Penalty: 3096.361328
	Iteration 37Q: 3 clusters Score -1587120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -1587123.875000 Penalty: 3096.361328
	Iteration 38Q: 3 clusters Score -1587124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1587127.000000 Penalty: 3096.361328
	Iteration 39Q: 3 clusters Score -1587127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1587131.500000 Penalty: 3096.361328
	Iteration 40F: 3 clusters Score -1587132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1587130.500000 Penalty: 3096.361328
	Iteration 41Q: 3 clusters Score -1587130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1587130.500000 Penalty: 3096.361328
	Iteration 42F: 3 clusters Score -1587130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Entering Unmasked Estep 
Score: -568748.687500 Penalty: 1382.607544
	Iteration 0F: 2 clusters Score -568748.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -564816.875000 Penalty: 2765.215088
	Iteration 0F: 3 clusters Score -564816.9 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -565998.937500 Penalty: 2765.215088
	Iteration 1F: 3 clusters Score -565998.9 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -566199.937500 Penalty: 2765.215088
	Iteration 2F: 3 clusters Score -566199.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -566333.500000 Penalty: 2765.215088
	Iteration 3F: 3 clusters Score -566333.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -566414.437500 Penalty: 2765.215088
	Iteration 4Q: 3 clusters Score -566414.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -566480.187500 Penalty: 2765.215088
	Iteration 5Q: 3 clusters Score -566480.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -566541.625000 Penalty: 2765.215088
	Iteration 6Q: 3 clusters Score -566541.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -566595.312500 Penalty: 2765.215088
	Iteration 7Q: 3 clusters Score -566595.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -566646.062500 Penalty: 2765.215088
	Iteration 8Q: 3 clusters Score -566646.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -566689.812500 Penalty: 2765.215088
	Iteration 9Q: 3 clusters Score -566689.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -566729.875000 Penalty: 2765.215088
	Iteration 10Q: 3 clusters Score -566729.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -566765.562500 Penalty: 2765.215088
	Iteration 11Q: 3 clusters Score -566765.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -566789.812500 Penalty: 2765.215088
	Iteration 12Q: 3 clusters Score -566789.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -566813.812500 Penalty: 2765.215088
	Iteration 13Q: 3 clusters Score -566813.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -566839.750000 Penalty: 2765.215088
	Iteration 14Q: 3 clusters Score -566839.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -566868.875000 Penalty: 2765.215088
	Iteration 15Q: 3 clusters Score -566868.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -566902.500000 Penalty: 2765.215088
	Iteration 16Q: 3 clusters Score -566902.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -566938.125000 Penalty: 2765.215088
	Iteration 17Q: 3 clusters Score -566938.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -566978.875000 Penalty: 2765.215088
	Iteration 18Q: 3 clusters Score -566978.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -567019.000000 Penalty: 2765.215088
	Iteration 19Q: 3 clusters Score -567019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -567062.500000 Penalty: 2765.215088
	Iteration 20F: 3 clusters Score -567062.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -567087.062500 Penalty: 2765.215088
	Iteration 21Q: 3 clusters Score -567087.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -567109.250000 Penalty: 2765.215088
	Iteration 22Q: 3 clusters Score -567109.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -567130.750000 Penalty: 2765.215088
	Iteration 23Q: 3 clusters Score -567130.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -567152.250000 Penalty: 2765.215088
	Iteration 24Q: 3 clusters Score -567152.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -567172.875000 Penalty: 2765.215088
	Iteration 25Q: 3 clusters Score -567172.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -567194.250000 Penalty: 2765.215088
	Iteration 26Q: 3 clusters Score -567194.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -567214.625000 Penalty: 2765.215088
	Iteration 27Q: 3 clusters Score -567214.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -567228.937500 Penalty: 2765.215088
	Iteration 28Q: 3 clusters Score -567228.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -567242.750000 Penalty: 2765.215088
	Iteration 29Q: 3 clusters Score -567242.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -567248.937500 Penalty: 2765.215088
	Iteration 30Q: 3 clusters Score -567248.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -567253.937500 Penalty: 2765.215088
	Iteration 31Q: 3 clusters Score -567253.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -567256.250000 Penalty: 2765.215088
	Iteration 32Q: 3 clusters Score -567256.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -567261.062500 Penalty: 2765.215088
	Iteration 33Q: 3 clusters Score -567261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -567265.000000 Penalty: 2765.215088
	Iteration 34Q: 3 clusters Score -567265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -567269.125000 Penalty: 2765.215088
	Iteration 35Q: 3 clusters Score -567269.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -567275.750000 Penalty: 2765.215088
	Iteration 36Q: 3 clusters Score -567275.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -567285.125000 Penalty: 2765.215088
	Iteration 37Q: 3 clusters Score -567285.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -567294.437500 Penalty: 2765.215088
	Iteration 38Q: 3 clusters Score -567294.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -567304.250000 Penalty: 2765.215088
	Iteration 39Q: 3 clusters Score -567304.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -567317.562500 Penalty: 2765.215088
	Iteration 40F: 3 clusters Score -567317.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -567331.875000 Penalty: 2765.215088
	Iteration 41Q: 3 clusters Score -567331.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -567346.187500 Penalty: 2765.215088
	Iteration 42Q: 3 clusters Score -567346.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -567355.500000 Penalty: 2765.215088
	Iteration 43Q: 3 clusters Score -567355.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -567365.375000 Penalty: 2765.215088
	Iteration 44Q: 3 clusters Score -567365.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -567375.937500 Penalty: 2765.215088
	Iteration 45Q: 3 clusters Score -567375.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -567387.375000 Penalty: 2765.215088
	Iteration 46Q: 3 clusters Score -567387.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -567398.000000 Penalty: 2765.215088
	Iteration 47Q: 3 clusters Score -567398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -567405.812500 Penalty: 2765.215088
	Iteration 48Q: 3 clusters Score -567405.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -567410.500000 Penalty: 2765.215088
	Iteration 49Q: 3 clusters Score -567410.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -567413.562500 Penalty: 2765.215088
	Iteration 50Q: 3 clusters Score -567413.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -567416.062500 Penalty: 2765.215088
	Iteration 51Q: 3 clusters Score -567416.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -567421.437500 Penalty: 2765.215088
	Iteration 52Q: 3 clusters Score -567421.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -567427.062500 Penalty: 2765.215088
	Iteration 53Q: 3 clusters Score -567427.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -567434.875000 Penalty: 2765.215088
	Iteration 54Q: 3 clusters Score -567434.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -567440.562500 Penalty: 2765.215088
	Iteration 55Q: 3 clusters Score -567440.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -567443.625000 Penalty: 2765.215088
	Iteration 56Q: 3 clusters Score -567443.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -567446.625000 Penalty: 2765.215088
	Iteration 57Q: 3 clusters Score -567446.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -567450.562500 Penalty: 2765.215088
	Iteration 58Q: 3 clusters Score -567450.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -567453.312500 Penalty: 2765.215088
	Iteration 59Q: 3 clusters Score -567453.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -567456.250000 Penalty: 2765.215088
	Iteration 60F: 3 clusters Score -567456.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -567457.875000 Penalty: 2765.215088
	Iteration 61Q: 3 clusters Score -567457.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -567464.250000 Penalty: 2765.215088
	Iteration 62Q: 3 clusters Score -567464.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -567469.125000 Penalty: 2765.215088
	Iteration 63Q: 3 clusters Score -567469.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -567473.812500 Penalty: 2765.215088
	Iteration 64Q: 3 clusters Score -567473.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -567475.062500 Penalty: 2765.215088
	Iteration 65Q: 3 clusters Score -567475.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -567481.500000 Penalty: 2765.215088
	Iteration 66Q: 3 clusters Score -567481.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -567486.000000 Penalty: 2765.215088
	Iteration 67Q: 3 clusters Score -567486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -567491.500000 Penalty: 2765.215088
	Iteration 68Q: 3 clusters Score -567491.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -567497.062500 Penalty: 2765.215088
	Iteration 69Q: 3 clusters Score -567497.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -567504.625000 Penalty: 2765.215088
	Iteration 70Q: 3 clusters Score -567504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -567511.812500 Penalty: 2765.215088
	Iteration 71Q: 3 clusters Score -567511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -567517.812500 Penalty: 2765.215088
	Iteration 72Q: 3 clusters Score -567517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -567522.562500 Penalty: 2765.215088
	Iteration 73Q: 3 clusters Score -567522.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -567525.562500 Penalty: 2765.215088
	Iteration 74Q: 3 clusters Score -567525.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -567528.375000 Penalty: 2765.215088
	Iteration 75Q: 3 clusters Score -567528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -567529.625000 Penalty: 2765.215088
	Iteration 76Q: 3 clusters Score -567529.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -567530.500000 Penalty: 2765.215088
	Iteration 77Q: 3 clusters Score -567530.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -567531.375000 Penalty: 2765.215088
	Iteration 78Q: 3 clusters Score -567531.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -567531.187500 Penalty: 2765.215088
	Iteration 79Q: 3 clusters Score -567531.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -567531.750000 Penalty: 2765.215088
	Iteration 80F: 3 clusters Score -567531.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -567533.437500 Penalty: 2765.215088
	Iteration 81Q: 3 clusters Score -567533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -567534.875000 Penalty: 2765.215088
	Iteration 82Q: 3 clusters Score -567534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -567535.687500 Penalty: 2765.215088
	Iteration 83Q: 3 clusters Score -567535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -567537.375000 Penalty: 2765.215088
	Iteration 84Q: 3 clusters Score -567537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -567539.312500 Penalty: 2765.215088
	Iteration 85Q: 3 clusters Score -567539.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -567540.437500 Penalty: 2765.215088
	Iteration 86Q: 3 clusters Score -567540.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -567541.875000 Penalty: 2765.215088
	Iteration 87Q: 3 clusters Score -567541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -567542.437500 Penalty: 2765.215088
	Iteration 88Q: 3 clusters Score -567542.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -567542.437500 Penalty: 2765.215088
	Iteration 89F: 3 clusters Score -567542.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -703580.250000 Penalty: 1416.889038
	Iteration 0F: 2 clusters Score -703580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -698866.937500 Penalty: 2833.778076
	Iteration 0F: 3 clusters Score -698866.9 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -700257.250000 Penalty: 2833.778076
	Iteration 1F: 3 clusters Score -700257.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -700480.562500 Penalty: 2833.778076
	Iteration 2F: 3 clusters Score -700480.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -700602.875000 Penalty: 2833.778076
	Iteration 3F: 3 clusters Score -700602.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -700685.500000 Penalty: 2833.778076
	Iteration 4Q: 3 clusters Score -700685.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -700745.250000 Penalty: 2833.778076
	Iteration 5Q: 3 clusters Score -700745.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -700802.312500 Penalty: 2833.778076
	Iteration 6Q: 3 clusters Score -700802.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -700860.937500 Penalty: 2833.778076
	Iteration 7Q: 3 clusters Score -700860.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -700923.687500 Penalty: 2833.778076
	Iteration 8Q: 3 clusters Score -700923.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -700993.562500 Penalty: 2833.778076
	Iteration 9Q: 3 clusters Score -700993.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -701081.812500 Penalty: 2833.778076
	Iteration 10Q: 3 clusters Score -701081.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -701200.000000 Penalty: 2833.778076
	Iteration 11Q: 3 clusters Score -701200 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -701324.062500 Penalty: 2833.778076
	Iteration 12Q: 3 clusters Score -701324.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -701452.125000 Penalty: 2833.778076
	Iteration 13Q: 3 clusters Score -701452.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -701592.750000 Penalty: 2833.778076
	Iteration 14Q: 3 clusters Score -701592.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -701753.250000 Penalty: 2833.778076
	Iteration 15Q: 3 clusters Score -701753.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -701893.750000 Penalty: 2833.778076
	Iteration 16Q: 3 clusters Score -701893.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -702027.312500 Penalty: 2833.778076
	Iteration 17Q: 3 clusters Score -702027.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -702127.625000 Penalty: 2833.778076
	Iteration 18Q: 3 clusters Score -702127.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -702196.812500 Penalty: 2833.778076
	Iteration 19Q: 3 clusters Score -702196.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -702246.062500 Penalty: 2833.778076
	Iteration 20F: 3 clusters Score -702246.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -702276.687500 Penalty: 2833.778076
	Iteration 21Q: 3 clusters Score -702276.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -702307.875000 Penalty: 2833.778076
	Iteration 22Q: 3 clusters Score -702307.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -702329.500000 Penalty: 2833.778076
	Iteration 23Q: 3 clusters Score -702329.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -702346.750000 Penalty: 2833.778076
	Iteration 24Q: 3 clusters Score -702346.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -702360.750000 Penalty: 2833.778076
	Iteration 25Q: 3 clusters Score -702360.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -702368.562500 Penalty: 2833.778076
	Iteration 26Q: 3 clusters Score -702368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -702375.500000 Penalty: 2833.778076
	Iteration 27Q: 3 clusters Score -702375.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -702384.625000 Penalty: 2833.778076
	Iteration 28Q: 3 clusters Score -702384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -702387.375000 Penalty: 2833.778076
	Iteration 29Q: 3 clusters Score -702387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -702389.625000 Penalty: 2833.778076
	Iteration 30Q: 3 clusters Score -702389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -702393.000000 Penalty: 2833.778076
	Iteration 31Q: 3 clusters Score -702393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -702394.187500 Penalty: 2833.778076
	Iteration 32Q: 3 clusters Score -702394.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -702394.187500 Penalty: 2833.778076
	Iteration 33F: 3 clusters Score -702394.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -446283.250000 Penalty: 1358.587646
	Iteration 0F: 2 clusters Score -446283.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -442754.781250 Penalty: 2717.175293
	Iteration 0F: 3 clusters Score -442754.8 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -443877.437500 Penalty: 2717.175293
	Iteration 1F: 3 clusters Score -443877.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -444236.156250 Penalty: 2717.175293
	Iteration 2F: 3 clusters Score -444236.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -444550.781250 Penalty: 2717.175293
	Iteration 3F: 3 clusters Score -444550.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -444791.500000 Penalty: 2717.175293
	Iteration 4F: 3 clusters Score -444791.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -444935.875000 Penalty: 2717.175293
	Iteration 5F: 3 clusters Score -444935.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -445018.062500 Penalty: 2717.175293
	Iteration 6Q: 3 clusters Score -445018.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -445073.906250 Penalty: 2717.175293
	Iteration 7Q: 3 clusters Score -445073.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -445121.625000 Penalty: 2717.175293
	Iteration 8Q: 3 clusters Score -445121.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -445161.375000 Penalty: 2717.175293
	Iteration 9Q: 3 clusters Score -445161.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -445207.437500 Penalty: 2717.175293
	Iteration 10Q: 3 clusters Score -445207.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -445263.000000 Penalty: 2717.175293
	Iteration 11Q: 3 clusters Score -445263 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -445310.718750 Penalty: 2717.175293
	Iteration 12Q: 3 clusters Score -445310.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -445339.656250 Penalty: 2717.175293
	Iteration 13Q: 3 clusters Score -445339.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -445352.937500 Penalty: 2717.175293
	Iteration 14Q: 3 clusters Score -445352.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -445362.562500 Penalty: 2717.175293
	Iteration 15Q: 3 clusters Score -445362.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -445373.031250 Penalty: 2717.175293
	Iteration 16Q: 3 clusters Score -445373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -445382.437500 Penalty: 2717.175293
	Iteration 17Q: 3 clusters Score -445382.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -445388.687500 Penalty: 2717.175293
	Iteration 18Q: 3 clusters Score -445388.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -445392.156250 Penalty: 2717.175293
	Iteration 19Q: 3 clusters Score -445392.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -445395.000000 Penalty: 2717.175293
	Iteration 20F: 3 clusters Score -445395 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -445399.156250 Penalty: 2717.175293
	Iteration 21Q: 3 clusters Score -445399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -445401.218750 Penalty: 2717.175293
	Iteration 22Q: 3 clusters Score -445401.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -445402.593750 Penalty: 2717.175293
	Iteration 23Q: 3 clusters Score -445402.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -445405.437500 Penalty: 2717.175293
	Iteration 24Q: 3 clusters Score -445405.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -445408.062500 Penalty: 2717.175293
	Iteration 25Q: 3 clusters Score -445408.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -445410.625000 Penalty: 2717.175293
	Iteration 26Q: 3 clusters Score -445410.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -445414.593750 Penalty: 2717.175293
	Iteration 27Q: 3 clusters Score -445414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -445417.437500 Penalty: 2717.175293
	Iteration 28Q: 3 clusters Score -445417.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -445418.531250 Penalty: 2717.175293
	Iteration 29Q: 3 clusters Score -445418.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -445419.281250 Penalty: 2717.175293
	Iteration 30Q: 3 clusters Score -445419.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -445420.250000 Penalty: 2717.175293
	Iteration 31Q: 3 clusters Score -445420.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -445420.250000 Penalty: 2717.175293
	Iteration 32F: 3 clusters Score -445420.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Entering Unmasked Estep 
Score: -3231531.000000 Penalty: 1664.271729
	Iteration 0F: 2 clusters Score -3231531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3212718.250000 Penalty: 3328.543457
	Iteration 0F: 3 clusters Score -3212718 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3219750.250000 Penalty: 3328.543457
	Iteration 1F: 3 clusters Score -3219750 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3220289.250000 Penalty: 3328.543457
	Iteration 2Q: 3 clusters Score -3220289 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -3220971.500000 Penalty: 3328.543457
	Iteration 3Q: 3 clusters Score -3220972 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -3221844.750000 Penalty: 3328.543457
	Iteration 4F: 3 clusters Score -3221845 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -3223000.000000 Penalty: 3328.543457
	Iteration 5F: 3 clusters Score -3223000 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -3224286.500000 Penalty: 3328.543457
	Iteration 6F: 3 clusters Score -3224286 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -3225620.250000 Penalty: 3328.543457
	Iteration 7F: 3 clusters Score -3225620 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3226985.500000 Penalty: 3328.543457
	Iteration 8F: 3 clusters Score -3226986 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -3228250.000000 Penalty: 3328.543457
	Iteration 9F: 3 clusters Score -3228250 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -3229452.500000 Penalty: 3328.543457
	Iteration 10Q: 3 clusters Score -3229452 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -3230326.250000 Penalty: 3328.543457
	Iteration 11Q: 3 clusters Score -3230326 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3230809.000000 Penalty: 3328.543457
	Iteration 12Q: 3 clusters Score -3230809 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -3231053.500000 Penalty: 3328.543457
	Iteration 13Q: 3 clusters Score -3231054 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -3231180.000000 Penalty: 3328.543457
	Iteration 14Q: 3 clusters Score -3231180 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3231243.000000 Penalty: 3328.543457
	Iteration 15Q: 3 clusters Score -3231243 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3231320.500000 Penalty: 3328.543457
	Iteration 16Q: 3 clusters Score -3231320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -3231372.750000 Penalty: 3328.543457
	Iteration 17Q: 3 clusters Score -3231373 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3231424.750000 Penalty: 3328.543457
	Iteration 18Q: 3 clusters Score -3231425 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3231466.000000 Penalty: 3328.543457
	Iteration 19Q: 3 clusters Score -3231466 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3231483.750000 Penalty: 3328.543457
	Iteration 20F: 3 clusters Score -3231484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -3231504.000000 Penalty: 3328.543457
	Iteration 21Q: 3 clusters Score -3231504 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3231524.000000 Penalty: 3328.543457
	Iteration 22Q: 3 clusters Score -3231524 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -3231529.750000 Penalty: 3328.543457
	Iteration 23Q: 3 clusters Score -3231530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -3231539.750000 Penalty: 3328.543457
	Iteration 24Q: 3 clusters Score -3231540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3231544.500000 Penalty: 3328.543457
	Iteration 25Q: 3 clusters Score -3231544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25024 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -3231546.500000 Penalty: 3328.543457
	Iteration 26Q: 3 clusters Score -3231546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3231550.500000 Penalty: 3328.543457
	Iteration 27Q: 3 clusters Score -3231550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3231552.500000 Penalty: 3328.543457
	Iteration 28Q: 3 clusters Score -3231552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -3231557.000000 Penalty: 3328.543457
	Iteration 29Q: 3 clusters Score -3231557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3231551.250000 Penalty: 3328.543457
	Iteration 30Q: 3 clusters Score -3231551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -3231550.750000 Penalty: 3328.543457
	Iteration 31Q: 3 clusters Score -3231551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3231552.750000 Penalty: 3328.543457
	Iteration 32Q: 3 clusters Score -3231553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3231552.000000 Penalty: 3328.543457
	Iteration 33Q: 3 clusters Score -3231552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -3231552.000000 Penalty: 3328.543457
	Iteration 34F: 3 clusters Score -3231552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 25083 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6985 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15262 members 
Mstep: Class 48 contains 481 members 
Mstep: Class 49 contains 2965 members 
Entering Unmasked Estep 
Score: -40151540.000000 Penalty: 101907.343750
Splitting cluster 13 changes total score from -40151956.000000 to -40151540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62278.847656 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62278.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -61343.574219 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61343.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -61454.359375 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61454.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -61466.449219 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -61466.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61467.578125 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61467.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -61467.578125 Penalty: 1927.116455
	Iteration 4F: 3 clusters Score -61467.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Entering Unmasked Estep 
Score: -176187.562500 Penalty: 1196.429810
	Iteration 0F: 2 clusters Score -176187.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -174387.062500 Penalty: 2392.859619
	Iteration 0F: 3 clusters Score -174387.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -174791.812500 Penalty: 2392.859619
	Iteration 1F: 3 clusters Score -174791.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -174887.296875 Penalty: 2392.859619
	Iteration 2F: 3 clusters Score -174887.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -174942.593750 Penalty: 2392.859619
	Iteration 3Q: 3 clusters Score -174942.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -174981.953125 Penalty: 2392.859619
	Iteration 4Q: 3 clusters Score -174982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -175007.921875 Penalty: 2392.859619
	Iteration 5Q: 3 clusters Score -175007.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -175024.062500 Penalty: 2392.859619
	Iteration 6Q: 3 clusters Score -175024.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -175034.765625 Penalty: 2392.859619
	Iteration 7Q: 3 clusters Score -175034.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -175043.375000 Penalty: 2392.859619
	Iteration 8Q: 3 clusters Score -175043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -175056.484375 Penalty: 2392.859619
	Iteration 9Q: 3 clusters Score -175056.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -175065.500000 Penalty: 2392.859619
	Iteration 10Q: 3 clusters Score -175065.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -175070.593750 Penalty: 2392.859619
	Iteration 11Q: 3 clusters Score -175070.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -175072.828125 Penalty: 2392.859619
	Iteration 12Q: 3 clusters Score -175072.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -175074.640625 Penalty: 2392.859619
	Iteration 13Q: 3 clusters Score -175074.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -175077.250000 Penalty: 2392.859619
	Iteration 14Q: 3 clusters Score -175077.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -175077.515625 Penalty: 2392.859619
	Iteration 15Q: 3 clusters Score -175077.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -175077.515625 Penalty: 2392.859619
	Iteration 16F: 3 clusters Score -175077.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -716375.062500 Penalty: 1424.589844
	Iteration 0F: 2 clusters Score -716375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -711526.125000 Penalty: 2849.179688
	Iteration 0F: 3 clusters Score -711526.1 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -712928.187500 Penalty: 2849.179688
	Iteration 1F: 3 clusters Score -712928.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -713202.125000 Penalty: 2849.179688
	Iteration 2F: 3 clusters Score -713202.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -713436.187500 Penalty: 2849.179688
	Iteration 3F: 3 clusters Score -713436.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -713662.250000 Penalty: 2849.179688
	Iteration 4F: 3 clusters Score -713662.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -713885.937500 Penalty: 2849.179688
	Iteration 5F: 3 clusters Score -713885.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -714133.437500 Penalty: 2849.179688
	Iteration 6F: 3 clusters Score -714133.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -714389.562500 Penalty: 2849.179688
	Iteration 7F: 3 clusters Score -714389.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -714632.875000 Penalty: 2849.179688
	Iteration 8Q: 3 clusters Score -714632.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -714866.125000 Penalty: 2849.179688
	Iteration 9Q: 3 clusters Score -714866.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -715091.687500 Penalty: 2849.179688
	Iteration 10Q: 3 clusters Score -715091.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -715313.437500 Penalty: 2849.179688
	Iteration 11Q: 3 clusters Score -715313.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -715460.812500 Penalty: 2849.179688
	Iteration 12Q: 3 clusters Score -715460.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -715536.312500 Penalty: 2849.179688
	Iteration 13Q: 3 clusters Score -715536.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -715581.000000 Penalty: 2849.179688
	Iteration 14Q: 3 clusters Score -715581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -715610.687500 Penalty: 2849.179688
	Iteration 15Q: 3 clusters Score -715610.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -715635.562500 Penalty: 2849.179688
	Iteration 16Q: 3 clusters Score -715635.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -715657.750000 Penalty: 2849.179688
	Iteration 17Q: 3 clusters Score -715657.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -715691.187500 Penalty: 2849.179688
	Iteration 18Q: 3 clusters Score -715691.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -715737.312500 Penalty: 2849.179688
	Iteration 19Q: 3 clusters Score -715737.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -715803.562500 Penalty: 2849.179688
	Iteration 20F: 3 clusters Score -715803.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -715869.750000 Penalty: 2849.179688
	Iteration 21Q: 3 clusters Score -715869.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -715956.562500 Penalty: 2849.179688
	Iteration 22Q: 3 clusters Score -715956.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -716067.000000 Penalty: 2849.179688
	Iteration 23Q: 3 clusters Score -716067 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -716181.750000 Penalty: 2849.179688
	Iteration 24Q: 3 clusters Score -716181.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -716277.187500 Penalty: 2849.179688
	Iteration 25Q: 3 clusters Score -716277.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -716338.000000 Penalty: 2849.179688
	Iteration 26Q: 3 clusters Score -716338 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -716366.875000 Penalty: 2849.179688
	Iteration 27Q: 3 clusters Score -716366.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -716390.062500 Penalty: 2849.179688
	Iteration 28Q: 3 clusters Score -716390.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -716411.375000 Penalty: 2849.179688
	Iteration 29Q: 3 clusters Score -716411.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -716419.875000 Penalty: 2849.179688
	Iteration 30Q: 3 clusters Score -716419.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -716429.875000 Penalty: 2849.179688
	Iteration 31Q: 3 clusters Score -716429.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -716434.750000 Penalty: 2849.179688
	Iteration 32Q: 3 clusters Score -716434.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -716439.187500 Penalty: 2849.179688
	Iteration 33Q: 3 clusters Score -716439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -716446.250000 Penalty: 2849.179688
	Iteration 34Q: 3 clusters Score -716446.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -716451.562500 Penalty: 2849.179688
	Iteration 35Q: 3 clusters Score -716451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -716454.937500 Penalty: 2849.179688
	Iteration 36Q: 3 clusters Score -716454.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -716459.875000 Penalty: 2849.179688
	Iteration 37Q: 3 clusters Score -716459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -716463.250000 Penalty: 2849.179688
	Iteration 38Q: 3 clusters Score -716463.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -716464.250000 Penalty: 2849.179688
	Iteration 39Q: 3 clusters Score -716464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -716472.125000 Penalty: 2849.179688
	Iteration 40F: 3 clusters Score -716472.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -716487.812500 Penalty: 2849.179688
	Iteration 41Q: 3 clusters Score -716487.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -716499.250000 Penalty: 2849.179688
	Iteration 42Q: 3 clusters Score -716499.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -716507.875000 Penalty: 2849.179688
	Iteration 43Q: 3 clusters Score -716507.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -716519.812500 Penalty: 2849.179688
	Iteration 44Q: 3 clusters Score -716519.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -716531.375000 Penalty: 2849.179688
	Iteration 45Q: 3 clusters Score -716531.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -716539.000000 Penalty: 2849.179688
	Iteration 46Q: 3 clusters Score -716539 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -716542.750000 Penalty: 2849.179688
	Iteration 47Q: 3 clusters Score -716542.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -716545.937500 Penalty: 2849.179688
	Iteration 48Q: 3 clusters Score -716545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -716548.562500 Penalty: 2849.179688
	Iteration 49Q: 3 clusters Score -716548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -716553.437500 Penalty: 2849.179688
	Iteration 50Q: 3 clusters Score -716553.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -716554.937500 Penalty: 2849.179688
	Iteration 51Q: 3 clusters Score -716554.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -716556.500000 Penalty: 2849.179688
	Iteration 52Q: 3 clusters Score -716556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -716556.562500 Penalty: 2849.179688
	Iteration 53Q: 3 clusters Score -716556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -716558.062500 Penalty: 2849.179688
	Iteration 54Q: 3 clusters Score -716558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -716556.875000 Penalty: 2849.179688
	Iteration 55Q: 3 clusters Score -716556.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -716558.125000 Penalty: 2849.179688
	Iteration 56Q: 3 clusters Score -716558.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -716558.000000 Penalty: 2849.179688
	Iteration 57Q: 3 clusters Score -716558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -716558.000000 Penalty: 2849.179688
	Iteration 58F: 3 clusters Score -716558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6985 members 
Mstep: Class 41 contains 581 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15262 members 
Mstep: Class 48 contains 481 members 
Mstep: Class 49 contains 3454 members 
Entering Unmasked Estep 
Score: -40151456.000000 Penalty: 101907.343750
Splitting cluster 16 changes total score from -40151956.000000 to -40151456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -255165.062500 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -255165.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -252895.890625 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -252895.9 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -253328.765625 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -253328.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -253415.390625 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -253415.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -253470.968750 Penalty: 2512.306885
	Iteration 3Q: 3 clusters Score -253471 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -253508.328125 Penalty: 2512.306885
	Iteration 4Q: 3 clusters Score -253508.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -253538.656250 Penalty: 2512.306885
	Iteration 5Q: 3 clusters Score -253538.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -253564.046875 Penalty: 2512.306885
	Iteration 6Q: 3 clusters Score -253564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -253582.281250 Penalty: 2512.306885
	Iteration 7Q: 3 clusters Score -253582.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -253595.718750 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -253595.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253611.203125 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -253611.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -253635.046875 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -253635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -253652.000000 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -253652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -253670.359375 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -253670.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -253687.984375 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -253688 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -253707.859375 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -253707.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -253732.937500 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -253732.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -253754.031250 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -253754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -253771.937500 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -253771.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -253782.562500 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -253782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -253788.187500 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -253788.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -253793.218750 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -253793.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253795.875000 Penalty: 2512.306885
	Iteration 21Q: 3 clusters Score -253795.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -253799.375000 Penalty: 2512.306885
	Iteration 22Q: 3 clusters Score -253799.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -253805.687500 Penalty: 2512.306885
	Iteration 23Q: 3 clusters Score -253805.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -253813.296875 Penalty: 2512.306885
	Iteration 24Q: 3 clusters Score -253813.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -253819.421875 Penalty: 2512.306885
	Iteration 25Q: 3 clusters Score -253819.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -253828.546875 Penalty: 2512.306885
	Iteration 26Q: 3 clusters Score -253828.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -253834.937500 Penalty: 2512.306885
	Iteration 27Q: 3 clusters Score -253834.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -253840.812500 Penalty: 2512.306885
	Iteration 28Q: 3 clusters Score -253840.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -253848.890625 Penalty: 2512.306885
	Iteration 29Q: 3 clusters Score -253848.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -253857.140625 Penalty: 2512.306885
	Iteration 30Q: 3 clusters Score -253857.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -253868.796875 Penalty: 2512.306885
	Iteration 31Q: 3 clusters Score -253868.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -253877.796875 Penalty: 2512.306885
	Iteration 32Q: 3 clusters Score -253877.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -253881.812500 Penalty: 2512.306885
	Iteration 33Q: 3 clusters Score -253881.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -253885.281250 Penalty: 2512.306885
	Iteration 34Q: 3 clusters Score -253885.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -253896.453125 Penalty: 2512.306885
	Iteration 35Q: 3 clusters Score -253896.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -253907.031250 Penalty: 2512.306885
	Iteration 36Q: 3 clusters Score -253907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -253912.718750 Penalty: 2512.306885
	Iteration 37Q: 3 clusters Score -253912.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -253919.968750 Penalty: 2512.306885
	Iteration 38Q: 3 clusters Score -253920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -253929.375000 Penalty: 2512.306885
	Iteration 39Q: 3 clusters Score -253929.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -253939.437500 Penalty: 2512.306885
	Iteration 40F: 3 clusters Score -253939.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -253953.453125 Penalty: 2512.306885
	Iteration 41Q: 3 clusters Score -253953.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -253972.078125 Penalty: 2512.306885
	Iteration 42Q: 3 clusters Score -253972.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -253991.265625 Penalty: 2512.306885
	Iteration 43Q: 3 clusters Score -253991.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -254012.843750 Penalty: 2512.306885
	Iteration 44Q: 3 clusters Score -254012.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -254033.421875 Penalty: 2512.306885
	Iteration 45Q: 3 clusters Score -254033.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -254047.093750 Penalty: 2512.306885
	Iteration 46Q: 3 clusters Score -254047.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -254063.265625 Penalty: 2512.306885
	Iteration 47Q: 3 clusters Score -254063.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -254073.156250 Penalty: 2512.306885
	Iteration 48Q: 3 clusters Score -254073.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -254082.625000 Penalty: 2512.306885
	Iteration 49Q: 3 clusters Score -254082.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -254092.906250 Penalty: 2512.306885
	Iteration 50Q: 3 clusters Score -254092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -254103.234375 Penalty: 2512.306885
	Iteration 51Q: 3 clusters Score -254103.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -254107.734375 Penalty: 2512.306885
	Iteration 52Q: 3 clusters Score -254107.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -254113.468750 Penalty: 2512.306885
	Iteration 53Q: 3 clusters Score -254113.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -254123.000000 Penalty: 2512.306885
	Iteration 54Q: 3 clusters Score -254123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -254133.734375 Penalty: 2512.306885
	Iteration 55Q: 3 clusters Score -254133.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -254139.906250 Penalty: 2512.306885
	Iteration 56Q: 3 clusters Score -254139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -254145.390625 Penalty: 2512.306885
	Iteration 57Q: 3 clusters Score -254145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -254152.234375 Penalty: 2512.306885
	Iteration 58Q: 3 clusters Score -254152.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254158.750000 Penalty: 2512.306885
	Iteration 59Q: 3 clusters Score -254158.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254165.156250 Penalty: 2512.306885
	Iteration 60F: 3 clusters Score -254165.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254169.328125 Penalty: 2512.306885
	Iteration 61Q: 3 clusters Score -254169.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -254172.531250 Penalty: 2512.306885
	Iteration 62Q: 3 clusters Score -254172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -254173.515625 Penalty: 2512.306885
	Iteration 63Q: 3 clusters Score -254173.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -254174.500000 Penalty: 2512.306885
	Iteration 64Q: 3 clusters Score -254174.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -254175.750000 Penalty: 2512.306885
	Iteration 65Q: 3 clusters Score -254175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -254176.718750 Penalty: 2512.306885
	Iteration 66Q: 3 clusters Score -254176.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -254176.718750 Penalty: 2512.306885
	Iteration 67F: 3 clusters Score -254176.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -166176.531250 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -166176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -164406.078125 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -164406.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -164788.015625 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -164788 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -164940.421875 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -164940.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165080.859375 Penalty: 2380.459229
	Iteration 3F: 3 clusters Score -165080.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165240.437500 Penalty: 2380.459229
	Iteration 4F: 3 clusters Score -165240.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -165405.015625 Penalty: 2380.459229
	Iteration 5F: 3 clusters Score -165405 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -165495.359375 Penalty: 2380.459229
	Iteration 6Q: 3 clusters Score -165495.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -165538.531250 Penalty: 2380.459229
	Iteration 7Q: 3 clusters Score -165538.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165559.796875 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -165559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -165573.515625 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -165573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -165588.828125 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -165588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -165600.296875 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -165600.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -165603.875000 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -165603.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -165605.921875 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -165605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165607.125000 Penalty: 2380.459229
	Iteration 14Q: 3 clusters Score -165607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -165607.718750 Penalty: 2380.459229
	Iteration 15Q: 3 clusters Score -165607.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -165611.625000 Penalty: 2380.459229
	Iteration 16Q: 3 clusters Score -165611.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -165613.984375 Penalty: 2380.459229
	Iteration 17Q: 3 clusters Score -165614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165617.578125 Penalty: 2380.459229
	Iteration 18Q: 3 clusters Score -165617.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -165623.375000 Penalty: 2380.459229
	Iteration 19Q: 3 clusters Score -165623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -165631.578125 Penalty: 2380.459229
	Iteration 20F: 3 clusters Score -165631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165636.531250 Penalty: 2380.459229
	Iteration 21Q: 3 clusters Score -165636.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -165637.093750 Penalty: 2380.459229
	Iteration 22Q: 3 clusters Score -165637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -165637.093750 Penalty: 2380.459229
	Iteration 23F: 3 clusters Score -165637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Entering Unmasked Estep 
Score: -628586.375000 Penalty: 1406.585571
	Iteration 0F: 2 clusters Score -628586.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -624176.812500 Penalty: 2813.171143
	Iteration 0F: 3 clusters Score -624176.8 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -625655.062500 Penalty: 2813.171143
	Iteration 1F: 3 clusters Score -625655.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -626041.437500 Penalty: 2813.171143
	Iteration 2F: 3 clusters Score -626041.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -626364.062500 Penalty: 2813.171143
	Iteration 3F: 3 clusters Score -626364.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -626622.250000 Penalty: 2813.171143
	Iteration 4F: 3 clusters Score -626622.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -626819.687500 Penalty: 2813.171143
	Iteration 5F: 3 clusters Score -626819.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -626963.875000 Penalty: 2813.171143
	Iteration 6Q: 3 clusters Score -626963.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -627054.312500 Penalty: 2813.171143
	Iteration 7Q: 3 clusters Score -627054.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -627117.437500 Penalty: 2813.171143
	Iteration 8Q: 3 clusters Score -627117.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -627161.250000 Penalty: 2813.171143
	Iteration 9Q: 3 clusters Score -627161.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -627187.000000 Penalty: 2813.171143
	Iteration 10Q: 3 clusters Score -627187 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -627200.937500 Penalty: 2813.171143
	Iteration 11Q: 3 clusters Score -627200.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -627217.000000 Penalty: 2813.171143
	Iteration 12Q: 3 clusters Score -627217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -627230.062500 Penalty: 2813.171143
	Iteration 13Q: 3 clusters Score -627230.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -627243.125000 Penalty: 2813.171143
	Iteration 14Q: 3 clusters Score -627243.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -627259.500000 Penalty: 2813.171143
	Iteration 15Q: 3 clusters Score -627259.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -627273.812500 Penalty: 2813.171143
	Iteration 16Q: 3 clusters Score -627273.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -627282.875000 Penalty: 2813.171143
	Iteration 17Q: 3 clusters Score -627282.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -627291.750000 Penalty: 2813.171143
	Iteration 18Q: 3 clusters Score -627291.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -627297.062500 Penalty: 2813.171143
	Iteration 19Q: 3 clusters Score -627297.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -627303.000000 Penalty: 2813.171143
	Iteration 20F: 3 clusters Score -627303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -627306.312500 Penalty: 2813.171143
	Iteration 21Q: 3 clusters Score -627306.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -627308.562500 Penalty: 2813.171143
	Iteration 22Q: 3 clusters Score -627308.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -627309.687500 Penalty: 2813.171143
	Iteration 23Q: 3 clusters Score -627309.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -627309.750000 Penalty: 2813.171143
	Iteration 24Q: 3 clusters Score -627309.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -627312.062500 Penalty: 2813.171143
	Iteration 25Q: 3 clusters Score -627312.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -627313.500000 Penalty: 2813.171143
	Iteration 26Q: 3 clusters Score -627313.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -627314.250000 Penalty: 2813.171143
	Iteration 27Q: 3 clusters Score -627314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -627315.500000 Penalty: 2813.171143
	Iteration 28Q: 3 clusters Score -627315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -627316.125000 Penalty: 2813.171143
	Iteration 29Q: 3 clusters Score -627316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -627317.437500 Penalty: 2813.171143
	Iteration 30Q: 3 clusters Score -627317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -627316.500000 Penalty: 2813.171143
	Iteration 31Q: 3 clusters Score -627316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -627317.250000 Penalty: 2813.171143
	Iteration 32Q: 3 clusters Score -627317.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -627318.312500 Penalty: 2813.171143
	Iteration 33Q: 3 clusters Score -627318.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -627320.312500 Penalty: 2813.171143
	Iteration 34Q: 3 clusters Score -627320.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -627319.375000 Penalty: 2813.171143
	Iteration 35Q: 3 clusters Score -627319.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -627321.125000 Penalty: 2813.171143
	Iteration 36Q: 3 clusters Score -627321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -627321.562500 Penalty: 2813.171143
	Iteration 37Q: 3 clusters Score -627321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -627321.187500 Penalty: 2813.171143
	Iteration 38Q: 3 clusters Score -627321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -627321.000000 Penalty: 2813.171143
	Iteration 39Q: 3 clusters Score -627321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -627321.375000 Penalty: 2813.171143
	Iteration 40F: 3 clusters Score -627321.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -627322.750000 Penalty: 2813.171143
	Iteration 41Q: 3 clusters Score -627322.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -627322.750000 Penalty: 2813.171143
	Iteration 42F: 3 clusters Score -627322.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -307325.406250 Penalty: 1284.034058
	Iteration 0F: 2 clusters Score -307325.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -304796.750000 Penalty: 2568.068115
	Iteration 0F: 3 clusters Score -304796.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -305459.187500 Penalty: 2568.068115
	Iteration 1F: 3 clusters Score -305459.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -305606.125000 Penalty: 2568.068115
	Iteration 2F: 3 clusters Score -305606.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -305702.906250 Penalty: 2568.068115
	Iteration 3F: 3 clusters Score -305702.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -305750.250000 Penalty: 2568.068115
	Iteration 4Q: 3 clusters Score -305750.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -305778.156250 Penalty: 2568.068115
	Iteration 5Q: 3 clusters Score -305778.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -305804.281250 Penalty: 2568.068115
	Iteration 6Q: 3 clusters Score -305804.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -305827.000000 Penalty: 2568.068115
	Iteration 7Q: 3 clusters Score -305827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -305850.031250 Penalty: 2568.068115
	Iteration 8Q: 3 clusters Score -305850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -305865.718750 Penalty: 2568.068115
	Iteration 9Q: 3 clusters Score -305865.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -305882.125000 Penalty: 2568.068115
	Iteration 10Q: 3 clusters Score -305882.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -305902.687500 Penalty: 2568.068115
	Iteration 11Q: 3 clusters Score -305902.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -305933.406250 Penalty: 2568.068115
	Iteration 12Q: 3 clusters Score -305933.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -305964.656250 Penalty: 2568.068115
	Iteration 13Q: 3 clusters Score -305964.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -305997.562500 Penalty: 2568.068115
	Iteration 14Q: 3 clusters Score -305997.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -306024.875000 Penalty: 2568.068115
	Iteration 15Q: 3 clusters Score -306024.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -306047.187500 Penalty: 2568.068115
	Iteration 16Q: 3 clusters Score -306047.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -306077.937500 Penalty: 2568.068115
	Iteration 17Q: 3 clusters Score -306077.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -306121.781250 Penalty: 2568.068115
	Iteration 18Q: 3 clusters Score -306121.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -306177.468750 Penalty: 2568.068115
	Iteration 19Q: 3 clusters Score -306177.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -306217.500000 Penalty: 2568.068115
	Iteration 20F: 3 clusters Score -306217.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -306249.093750 Penalty: 2568.068115
	Iteration 21Q: 3 clusters Score -306249.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -306273.312500 Penalty: 2568.068115
	Iteration 22Q: 3 clusters Score -306273.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -306295.968750 Penalty: 2568.068115
	Iteration 23Q: 3 clusters Score -306296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -306314.375000 Penalty: 2568.068115
	Iteration 24Q: 3 clusters Score -306314.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -306327.406250 Penalty: 2568.068115
	Iteration 25Q: 3 clusters Score -306327.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -306335.406250 Penalty: 2568.068115
	Iteration 26Q: 3 clusters Score -306335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306340.437500 Penalty: 2568.068115
	Iteration 27Q: 3 clusters Score -306340.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -306344.062500 Penalty: 2568.068115
	Iteration 28Q: 3 clusters Score -306344.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -306347.125000 Penalty: 2568.068115
	Iteration 29Q: 3 clusters Score -306347.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -306349.906250 Penalty: 2568.068115
	Iteration 30Q: 3 clusters Score -306349.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -306352.781250 Penalty: 2568.068115
	Iteration 31Q: 3 clusters Score -306352.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -306354.156250 Penalty: 2568.068115
	Iteration 32Q: 3 clusters Score -306354.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -306356.156250 Penalty: 2568.068115
	Iteration 33Q: 3 clusters Score -306356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306358.218750 Penalty: 2568.068115
	Iteration 34Q: 3 clusters Score -306358.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -306361.062500 Penalty: 2568.068115
	Iteration 35Q: 3 clusters Score -306361.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -306365.406250 Penalty: 2568.068115
	Iteration 36Q: 3 clusters Score -306365.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -306366.625000 Penalty: 2568.068115
	Iteration 37Q: 3 clusters Score -306366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -306366.593750 Penalty: 2568.068115
	Iteration 38Q: 3 clusters Score -306366.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -306367.906250 Penalty: 2568.068115
	Iteration 39Q: 3 clusters Score -306367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -306367.812500 Penalty: 2568.068115
	Iteration 40F: 3 clusters Score -306367.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -95237.171875 Penalty: 1099.131348
	Iteration 0F: 2 clusters Score -95237.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -93926.593750 Penalty: 2198.262695
	Iteration 0F: 3 clusters Score -93926.59 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -94210.187500 Penalty: 2198.262695
	Iteration 1F: 3 clusters Score -94210.19 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -94318.703125 Penalty: 2198.262695
	Iteration 2F: 3 clusters Score -94318.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -94380.343750 Penalty: 2198.262695
	Iteration 3F: 3 clusters Score -94380.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94417.640625 Penalty: 2198.262695
	Iteration 4Q: 3 clusters Score -94417.64 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -94447.531250 Penalty: 2198.262695
	Iteration 5Q: 3 clusters Score -94447.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -94469.601562 Penalty: 2198.262695
	Iteration 6Q: 3 clusters Score -94469.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -94486.710938 Penalty: 2198.262695
	Iteration 7Q: 3 clusters Score -94486.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94497.406250 Penalty: 2198.262695
	Iteration 8Q: 3 clusters Score -94497.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -94500.718750 Penalty: 2198.262695
	Iteration 9Q: 3 clusters Score -94500.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94504.554688 Penalty: 2198.262695
	Iteration 10Q: 3 clusters Score -94504.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -94513.882812 Penalty: 2198.262695
	Iteration 11Q: 3 clusters Score -94513.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -94525.750000 Penalty: 2198.262695
	Iteration 12Q: 3 clusters Score -94525.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -94540.101562 Penalty: 2198.262695
	Iteration 13Q: 3 clusters Score -94540.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -94551.531250 Penalty: 2198.262695
	Iteration 14Q: 3 clusters Score -94551.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -94560.304688 Penalty: 2198.262695
	Iteration 15Q: 3 clusters Score -94560.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -94570.335938 Penalty: 2198.262695
	Iteration 16Q: 3 clusters Score -94570.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -94575.617188 Penalty: 2198.262695
	Iteration 17Q: 3 clusters Score -94575.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -94578.500000 Penalty: 2198.262695
	Iteration 18Q: 3 clusters Score -94578.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94578.945312 Penalty: 2198.262695
	Iteration 19Q: 3 clusters Score -94578.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -94578.945312 Penalty: 2198.262695
	Iteration 20F: 3 clusters Score -94578.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -235161.812500 Penalty: 1250.264771
	Iteration 0F: 2 clusters Score -235161.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232930.875000 Penalty: 2500.529541
	Iteration 0F: 3 clusters Score -232930.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -233415.343750 Penalty: 2500.529541
	Iteration 1F: 3 clusters Score -233415.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -233538.328125 Penalty: 2500.529541
	Iteration 2F: 3 clusters Score -233538.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -233624.093750 Penalty: 2500.529541
	Iteration 3F: 3 clusters Score -233624.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -233701.000000 Penalty: 2500.529541
	Iteration 4Q: 3 clusters Score -233701 nChanged 87
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: -233766.187500 Penalty: 2500.529541
	Iteration 5Q: 3 clusters Score -233766.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -233842.187500 Penalty: 2500.529541
	Iteration 6Q: 3 clusters Score -233842.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -233897.812500 Penalty: 2500.529541
	Iteration 7Q: 3 clusters Score -233897.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -233935.843750 Penalty: 2500.529541
	Iteration 8Q: 3 clusters Score -233935.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -233971.234375 Penalty: 2500.529541
	Iteration 9Q: 3 clusters Score -233971.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -233991.296875 Penalty: 2500.529541
	Iteration 10Q: 3 clusters Score -233991.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -234010.843750 Penalty: 2500.529541
	Iteration 11Q: 3 clusters Score -234010.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -234024.265625 Penalty: 2500.529541
	Iteration 12Q: 3 clusters Score -234024.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -234037.156250 Penalty: 2500.529541
	Iteration 13Q: 3 clusters Score -234037.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -234054.218750 Penalty: 2500.529541
	Iteration 14Q: 3 clusters Score -234054.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -234074.328125 Penalty: 2500.529541
	Iteration 15Q: 3 clusters Score -234074.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -234096.812500 Penalty: 2500.529541
	Iteration 16Q: 3 clusters Score -234096.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234122.015625 Penalty: 2500.529541
	Iteration 17Q: 3 clusters Score -234122 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -234154.796875 Penalty: 2500.529541
	Iteration 18Q: 3 clusters Score -234154.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -234176.937500 Penalty: 2500.529541
	Iteration 19Q: 3 clusters Score -234176.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -234201.968750 Penalty: 2500.529541
	Iteration 20F: 3 clusters Score -234202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -234224.609375 Penalty: 2500.529541
	Iteration 21Q: 3 clusters Score -234224.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -234237.937500 Penalty: 2500.529541
	Iteration 22Q: 3 clusters Score -234237.9 nChanged 21
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: -234250.640625 Penalty: 2500.529541
	Iteration 23Q: 3 clusters Score -234250.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -234259.484375 Penalty: 2500.529541
	Iteration 24Q: 3 clusters Score -234259.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -234270.687500 Penalty: 2500.529541
	Iteration 25Q: 3 clusters Score -234270.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -234281.093750 Penalty: 2500.529541
	Iteration 26Q: 3 clusters Score -234281.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -234295.781250 Penalty: 2500.529541
	Iteration 27Q: 3 clusters Score -234295.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -234309.046875 Penalty: 2500.529541
	Iteration 28Q: 3 clusters Score -234309 nChanged 13
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: -234317.765625 Penalty: 2500.529541
	Iteration 29Q: 3 clusters Score -234317.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -234326.765625 Penalty: 2500.529541
	Iteration 30Q: 3 clusters Score -234326.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -234329.937500 Penalty: 2500.529541
	Iteration 31Q: 3 clusters Score -234329.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -234333.046875 Penalty: 2500.529541
	Iteration 32Q: 3 clusters Score -234333 nChanged 5
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: -234334.781250 Penalty: 2500.529541
	Iteration 33Q: 3 clusters Score -234334.8 nChanged 1
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: -234335.234375 Penalty: 2500.529541
	Iteration 34Q: 3 clusters Score -234335.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -234335.109375 Penalty: 2500.529541
	Iteration 35Q: 3 clusters Score -234335.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -234335.937500 Penalty: 2500.529541
	Iteration 36Q: 3 clusters Score -234335.9 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: -234337.281250 Penalty: 2500.529541
	Iteration 37Q: 3 clusters Score -234337.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234339.125000 Penalty: 2500.529541
	Iteration 38Q: 3 clusters Score -234339.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234339.406250 Penalty: 2500.529541
	Iteration 39Q: 3 clusters Score -234339.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -234339.406250 Penalty: 2500.529541
	Iteration 40F: 3 clusters Score -234339.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Entering Unmasked Estep 
Score: -302730.031250 Penalty: 1280.569336
	Iteration 0F: 2 clusters Score -302730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -300222.906250 Penalty: 2561.138672
	Iteration 0F: 3 clusters Score -300222.9 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -300796.437500 Penalty: 2561.138672
	Iteration 1F: 3 clusters Score -300796.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -300925.812500 Penalty: 2561.138672
	Iteration 2F: 3 clusters Score -300925.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -301003.750000 Penalty: 2561.138672
	Iteration 3Q: 3 clusters Score -301003.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -301074.406250 Penalty: 2561.138672
	Iteration 4Q: 3 clusters Score -301074.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -301131.937500 Penalty: 2561.138672
	Iteration 5Q: 3 clusters Score -301131.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -301194.156250 Penalty: 2561.138672
	Iteration 6Q: 3 clusters Score -301194.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -301253.250000 Penalty: 2561.138672
	Iteration 7Q: 3 clusters Score -301253.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -301326.656250 Penalty: 2561.138672
	Iteration 8Q: 3 clusters Score -301326.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -301401.750000 Penalty: 2561.138672
	Iteration 9Q: 3 clusters Score -301401.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -301470.812500 Penalty: 2561.138672
	Iteration 10Q: 3 clusters Score -301470.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -301521.000000 Penalty: 2561.138672
	Iteration 11Q: 3 clusters Score -301521 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -301560.218750 Penalty: 2561.138672
	Iteration 12Q: 3 clusters Score -301560.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -301596.500000 Penalty: 2561.138672
	Iteration 13Q: 3 clusters Score -301596.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -301632.031250 Penalty: 2561.138672
	Iteration 14Q: 3 clusters Score -301632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -301651.562500 Penalty: 2561.138672
	Iteration 15Q: 3 clusters Score -301651.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -301660.031250 Penalty: 2561.138672
	Iteration 16Q: 3 clusters Score -301660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -301668.843750 Penalty: 2561.138672
	Iteration 17Q: 3 clusters Score -301668.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -301676.468750 Penalty: 2561.138672
	Iteration 18Q: 3 clusters Score -301676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -301681.687500 Penalty: 2561.138672
	Iteration 19Q: 3 clusters Score -301681.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -301685.656250 Penalty: 2561.138672
	Iteration 20F: 3 clusters Score -301685.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -301688.781250 Penalty: 2561.138672
	Iteration 21Q: 3 clusters Score -301688.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -301691.968750 Penalty: 2561.138672
	Iteration 22Q: 3 clusters Score -301692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -301694.125000 Penalty: 2561.138672
	Iteration 23Q: 3 clusters Score -301694.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -301694.750000 Penalty: 2561.138672
	Iteration 24Q: 3 clusters Score -301694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -301694.750000 Penalty: 2561.138672
	Iteration 25F: 3 clusters Score -301694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Entering Unmasked Estep 
Score: -1111192.750000 Penalty: 1493.331055
	Iteration 0F: 2 clusters Score -1111193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1104148.750000 Penalty: 2986.662109
	Iteration 0F: 3 clusters Score -1104149 nChanged 4210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1106404.875000 Penalty: 2986.662109
	Iteration 1F: 3 clusters Score -1106405 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1106598.000000 Penalty: 2986.662109
	Iteration 2F: 3 clusters Score -1106598 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1106736.000000 Penalty: 2986.662109
	Iteration 3Q: 3 clusters Score -1106736 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -1106845.750000 Penalty: 2986.662109
	Iteration 4Q: 3 clusters Score -1106846 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1106945.750000 Penalty: 2986.662109
	Iteration 5Q: 3 clusters Score -1106946 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1107046.875000 Penalty: 2986.662109
	Iteration 6Q: 3 clusters Score -1107047 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1107156.875000 Penalty: 2986.662109
	Iteration 7Q: 3 clusters Score -1107157 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1107321.250000 Penalty: 2986.662109
	Iteration 8Q: 3 clusters Score -1107321 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1107573.750000 Penalty: 2986.662109
	Iteration 9Q: 3 clusters Score -1107574 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1107957.000000 Penalty: 2986.662109
	Iteration 10F: 3 clusters Score -1107957 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1108471.875000 Penalty: 2986.662109
	Iteration 11F: 3 clusters Score -1108472 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1108999.625000 Penalty: 2986.662109
	Iteration 12F: 3 clusters Score -1109000 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1109404.250000 Penalty: 2986.662109
	Iteration 13Q: 3 clusters Score -1109404 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1109619.375000 Penalty: 2986.662109
	Iteration 14Q: 3 clusters Score -1109619 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1109732.000000 Penalty: 2986.662109
	Iteration 15Q: 3 clusters Score -1109732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1109781.375000 Penalty: 2986.662109
	Iteration 16Q: 3 clusters Score -1109781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -1109810.375000 Penalty: 2986.662109
	Iteration 17Q: 3 clusters Score -1109810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1109827.625000 Penalty: 2986.662109
	Iteration 18Q: 3 clusters Score -1109828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1109834.750000 Penalty: 2986.662109
	Iteration 19Q: 3 clusters Score -1109835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1109842.625000 Penalty: 2986.662109
	Iteration 20F: 3 clusters Score -1109843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1109848.375000 Penalty: 2986.662109
	Iteration 21Q: 3 clusters Score -1109848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1109850.125000 Penalty: 2986.662109
	Iteration 22Q: 3 clusters Score -1109850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1109853.000000 Penalty: 2986.662109
	Iteration 23Q: 3 clusters Score -1109853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1109853.000000 Penalty: 2986.662109
	Iteration 24F: 3 clusters Score -1109853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Entering Unmasked Estep 
Score: -77313.875000 Penalty: 1062.917358
	Iteration 0F: 2 clusters Score -77313.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -76088.328125 Penalty: 2125.834717
	Iteration 0F: 3 clusters Score -76088.33 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -76278.148438 Penalty: 2125.834717
	Iteration 1F: 3 clusters Score -76278.15 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -76327.234375 Penalty: 2125.834717
	Iteration 2F: 3 clusters Score -76327.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -76351.257812 Penalty: 2125.834717
	Iteration 3Q: 3 clusters Score -76351.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -76368.851562 Penalty: 2125.834717
	Iteration 4Q: 3 clusters Score -76368.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -76389.148438 Penalty: 2125.834717
	Iteration 5Q: 3 clusters Score -76389.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -76403.773438 Penalty: 2125.834717
	Iteration 6Q: 3 clusters Score -76403.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -76412.984375 Penalty: 2125.834717
	Iteration 7Q: 3 clusters Score -76412.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -76418.976562 Penalty: 2125.834717
	Iteration 8Q: 3 clusters Score -76418.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76422.859375 Penalty: 2125.834717
	Iteration 9Q: 3 clusters Score -76422.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -76425.867188 Penalty: 2125.834717
	Iteration 10Q: 3 clusters Score -76425.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -76426.382812 Penalty: 2125.834717
	Iteration 11Q: 3 clusters Score -76426.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76426.757812 Penalty: 2125.834717
	Iteration 12Q: 3 clusters Score -76426.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -76426.757812 Penalty: 2125.834717
	Iteration 13F: 3 clusters Score -76426.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -230652.593750 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -230652.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -228537.234375 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -228537.2 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -228997.828125 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -228997.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229085.609375 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -229085.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -229128.656250 Penalty: 2472.237549
	Iteration 3Q: 3 clusters Score -229128.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -229150.906250 Penalty: 2472.237549
	Iteration 4Q: 3 clusters Score -229150.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -229172.750000 Penalty: 2472.237549
	Iteration 5Q: 3 clusters Score -229172.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -229189.000000 Penalty: 2472.237549
	Iteration 6Q: 3 clusters Score -229189 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229197.125000 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -229197.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -229203.515625 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -229203.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -229215.265625 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -229215.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -229226.734375 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -229226.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229235.390625 Penalty: 2472.237549
	Iteration 11Q: 3 clusters Score -229235.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -229246.187500 Penalty: 2472.237549
	Iteration 12Q: 3 clusters Score -229246.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -229257.718750 Penalty: 2472.237549
	Iteration 13Q: 3 clusters Score -229257.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -229266.687500 Penalty: 2472.237549
	Iteration 14Q: 3 clusters Score -229266.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -229276.468750 Penalty: 2472.237549
	Iteration 15Q: 3 clusters Score -229276.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -229285.687500 Penalty: 2472.237549
	Iteration 16Q: 3 clusters Score -229285.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -229293.125000 Penalty: 2472.237549
	Iteration 17Q: 3 clusters Score -229293.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -229301.609375 Penalty: 2472.237549
	Iteration 18Q: 3 clusters Score -229301.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -229309.562500 Penalty: 2472.237549
	Iteration 19Q: 3 clusters Score -229309.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -229317.953125 Penalty: 2472.237549
	Iteration 20F: 3 clusters Score -229318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -229325.687500 Penalty: 2472.237549
	Iteration 21Q: 3 clusters Score -229325.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -229330.687500 Penalty: 2472.237549
	Iteration 22Q: 3 clusters Score -229330.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -229334.921875 Penalty: 2472.237549
	Iteration 23Q: 3 clusters Score -229334.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229337.875000 Penalty: 2472.237549
	Iteration 24Q: 3 clusters Score -229337.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -229340.781250 Penalty: 2472.237549
	Iteration 25Q: 3 clusters Score -229340.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -229342.140625 Penalty: 2472.237549
	Iteration 26Q: 3 clusters Score -229342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -229343.281250 Penalty: 2472.237549
	Iteration 27Q: 3 clusters Score -229343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -229346.078125 Penalty: 2472.237549
	Iteration 28Q: 3 clusters Score -229346.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -229347.125000 Penalty: 2472.237549
	Iteration 29Q: 3 clusters Score -229347.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -229347.578125 Penalty: 2472.237549
	Iteration 30Q: 3 clusters Score -229347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -229347.578125 Penalty: 2472.237549
	Iteration 31F: 3 clusters Score -229347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -104811.984375 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -104812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -103290.523438 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -103290.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -103686.945312 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -103686.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -103839.078125 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -103839.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -103941.359375 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -103941.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -104022.695312 Penalty: 2296.324219
	Iteration 4Q: 3 clusters Score -104022.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104082.750000 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -104082.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104146.882812 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -104146.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -104189.132812 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -104189.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104228.523438 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -104228.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104261.515625 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -104261.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104284.000000 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -104284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104308.359375 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -104308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104325.062500 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -104325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -104351.398438 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -104351.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104367.578125 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -104367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -104378.414062 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -104378.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -104392.289062 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -104392.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -104401.765625 Penalty: 2296.324219
	Iteration 17Q: 3 clusters Score -104401.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -104408.367188 Penalty: 2296.324219
	Iteration 18Q: 3 clusters Score -104408.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -104416.546875 Penalty: 2296.324219
	Iteration 19Q: 3 clusters Score -104416.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104422.070312 Penalty: 2296.324219
	Iteration 20F: 3 clusters Score -104422.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -104424.132812 Penalty: 2296.324219
	Iteration 21Q: 3 clusters Score -104424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -104427.992188 Penalty: 2296.324219
	Iteration 22Q: 3 clusters Score -104428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104430.718750 Penalty: 2296.324219
	Iteration 23Q: 3 clusters Score -104430.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104432.195312 Penalty: 2296.324219
	Iteration 24Q: 3 clusters Score -104432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104433.250000 Penalty: 2296.324219
	Iteration 25Q: 3 clusters Score -104433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -104433.890625 Penalty: 2296.324219
	Iteration 26Q: 3 clusters Score -104433.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104434.570312 Penalty: 2296.324219
	Iteration 27Q: 3 clusters Score -104434.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -104434.570312 Penalty: 2296.324219
	Iteration 28F: 3 clusters Score -104434.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -190471.125000 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -190471.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -188542.359375 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -188542.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -188926.281250 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -188926.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -189033.078125 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -189033.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -189124.265625 Penalty: 2424.659424
	Iteration 3F: 3 clusters Score -189124.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -189201.171875 Penalty: 2424.659424
	Iteration 4Q: 3 clusters Score -189201.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -189274.546875 Penalty: 2424.659424
	Iteration 5Q: 3 clusters Score -189274.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -189346.968750 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -189347 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -189420.812500 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -189420.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189488.546875 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -189488.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -189566.437500 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -189566.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -189648.890625 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -189648.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -189726.296875 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -189726.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -189799.109375 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -189799.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -189850.031250 Penalty: 2424.659424
	Iteration 13Q: 3 clusters Score -189850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -189884.593750 Penalty: 2424.659424
	Iteration 14Q: 3 clusters Score -189884.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -189910.953125 Penalty: 2424.659424
	Iteration 15Q: 3 clusters Score -189911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -189933.250000 Penalty: 2424.659424
	Iteration 16Q: 3 clusters Score -189933.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -189960.343750 Penalty: 2424.659424
	Iteration 17Q: 3 clusters Score -189960.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -189993.250000 Penalty: 2424.659424
	Iteration 18Q: 3 clusters Score -189993.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -190022.343750 Penalty: 2424.659424
	Iteration 19Q: 3 clusters Score -190022.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -190059.109375 Penalty: 2424.659424
	Iteration 20F: 3 clusters Score -190059.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190097.015625 Penalty: 2424.659424
	Iteration 21Q: 3 clusters Score -190097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -190118.968750 Penalty: 2424.659424
	Iteration 22Q: 3 clusters Score -190119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -190146.859375 Penalty: 2424.659424
	Iteration 23Q: 3 clusters Score -190146.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -190179.421875 Penalty: 2424.659424
	Iteration 24Q: 3 clusters Score -190179.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -190202.687500 Penalty: 2424.659424
	Iteration 25Q: 3 clusters Score -190202.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190205.734375 Penalty: 2424.659424
	Iteration 26Q: 3 clusters Score -190205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190207.000000 Penalty: 2424.659424
	Iteration 27Q: 3 clusters Score -190207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190208.515625 Penalty: 2424.659424
	Iteration 28Q: 3 clusters Score -190208.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -190209.093750 Penalty: 2424.659424
	Iteration 29Q: 3 clusters Score -190209.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -190210.890625 Penalty: 2424.659424
	Iteration 30Q: 3 clusters Score -190210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -190211.828125 Penalty: 2424.659424
	Iteration 31Q: 3 clusters Score -190211.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -190211.828125 Penalty: 2424.659424
	Iteration 32F: 3 clusters Score -190211.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Entering Unmasked Estep 
Score: -654479.750000 Penalty: 1408.386108
	Iteration 0F: 2 clusters Score -654479.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -649990.437500 Penalty: 2816.772217
	Iteration 0F: 3 clusters Score -649990.4 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -651250.875000 Penalty: 2816.772217
	Iteration 1F: 3 clusters Score -651250.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -651432.187500 Penalty: 2816.772217
	Iteration 2F: 3 clusters Score -651432.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -651551.375000 Penalty: 2816.772217
	Iteration 3F: 3 clusters Score -651551.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -651636.062500 Penalty: 2816.772217
	Iteration 4Q: 3 clusters Score -651636.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -651697.937500 Penalty: 2816.772217
	Iteration 5Q: 3 clusters Score -651697.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -651734.125000 Penalty: 2816.772217
	Iteration 6Q: 3 clusters Score -651734.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -651768.187500 Penalty: 2816.772217
	Iteration 7Q: 3 clusters Score -651768.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -651813.250000 Penalty: 2816.772217
	Iteration 8Q: 3 clusters Score -651813.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -651857.625000 Penalty: 2816.772217
	Iteration 9Q: 3 clusters Score -651857.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -651891.000000 Penalty: 2816.772217
	Iteration 10Q: 3 clusters Score -651891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -651921.437500 Penalty: 2816.772217
	Iteration 11Q: 3 clusters Score -651921.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -651959.625000 Penalty: 2816.772217
	Iteration 12Q: 3 clusters Score -651959.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -652004.062500 Penalty: 2816.772217
	Iteration 13Q: 3 clusters Score -652004.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -652055.000000 Penalty: 2816.772217
	Iteration 14Q: 3 clusters Score -652055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -652092.937500 Penalty: 2816.772217
	Iteration 15Q: 3 clusters Score -652092.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -652133.937500 Penalty: 2816.772217
	Iteration 16Q: 3 clusters Score -652133.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -652182.812500 Penalty: 2816.772217
	Iteration 17Q: 3 clusters Score -652182.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -652256.687500 Penalty: 2816.772217
	Iteration 18Q: 3 clusters Score -652256.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -652330.812500 Penalty: 2816.772217
	Iteration 19Q: 3 clusters Score -652330.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -652413.500000 Penalty: 2816.772217
	Iteration 20F: 3 clusters Score -652413.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -652504.812500 Penalty: 2816.772217
	Iteration 21Q: 3 clusters Score -652504.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -652597.250000 Penalty: 2816.772217
	Iteration 22Q: 3 clusters Score -652597.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -652708.937500 Penalty: 2816.772217
	Iteration 23Q: 3 clusters Score -652708.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -652806.812500 Penalty: 2816.772217
	Iteration 24Q: 3 clusters Score -652806.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -652883.062500 Penalty: 2816.772217
	Iteration 25Q: 3 clusters Score -652883.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -652946.125000 Penalty: 2816.772217
	Iteration 26Q: 3 clusters Score -652946.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -652996.750000 Penalty: 2816.772217
	Iteration 27Q: 3 clusters Score -652996.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -653037.687500 Penalty: 2816.772217
	Iteration 28Q: 3 clusters Score -653037.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -653077.937500 Penalty: 2816.772217
	Iteration 29Q: 3 clusters Score -653077.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -653106.562500 Penalty: 2816.772217
	Iteration 30Q: 3 clusters Score -653106.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -653129.312500 Penalty: 2816.772217
	Iteration 31Q: 3 clusters Score -653129.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -653150.187500 Penalty: 2816.772217
	Iteration 32Q: 3 clusters Score -653150.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -653166.562500 Penalty: 2816.772217
	Iteration 33Q: 3 clusters Score -653166.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -653182.875000 Penalty: 2816.772217
	Iteration 34Q: 3 clusters Score -653182.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -653193.625000 Penalty: 2816.772217
	Iteration 35Q: 3 clusters Score -653193.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -653201.125000 Penalty: 2816.772217
	Iteration 36Q: 3 clusters Score -653201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -653210.375000 Penalty: 2816.772217
	Iteration 37Q: 3 clusters Score -653210.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -653217.750000 Penalty: 2816.772217
	Iteration 38Q: 3 clusters Score -653217.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -653222.437500 Penalty: 2816.772217
	Iteration 39Q: 3 clusters Score -653222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -653228.125000 Penalty: 2816.772217
	Iteration 40F: 3 clusters Score -653228.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -653233.062500 Penalty: 2816.772217
	Iteration 41Q: 3 clusters Score -653233.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -653241.875000 Penalty: 2816.772217
	Iteration 42Q: 3 clusters Score -653241.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -653249.187500 Penalty: 2816.772217
	Iteration 43Q: 3 clusters Score -653249.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -653253.187500 Penalty: 2816.772217
	Iteration 44Q: 3 clusters Score -653253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -653255.250000 Penalty: 2816.772217
	Iteration 45Q: 3 clusters Score -653255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -653255.125000 Penalty: 2816.772217
	Iteration 46Q: 3 clusters Score -653255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -653256.625000 Penalty: 2816.772217
	Iteration 47Q: 3 clusters Score -653256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -653257.750000 Penalty: 2816.772217
	Iteration 48Q: 3 clusters Score -653257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -653257.750000 Penalty: 2816.772217
	Iteration 49F: 3 clusters Score -653257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Entering Unmasked Estep 
Score: -1091281.500000 Penalty: 1487.005371
	Iteration 0F: 2 clusters Score -1091282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1084481.375000 Penalty: 2974.010742
	Iteration 0F: 3 clusters Score -1084481 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1086639.125000 Penalty: 2974.010742
	Iteration 1F: 3 clusters Score -1086639 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1086879.250000 Penalty: 2974.010742
	Iteration 2F: 3 clusters Score -1086879 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1087095.000000 Penalty: 2974.010742
	Iteration 3F: 3 clusters Score -1087095 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1087307.625000 Penalty: 2974.010742
	Iteration 4Q: 3 clusters Score -1087308 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1087542.625000 Penalty: 2974.010742
	Iteration 5Q: 3 clusters Score -1087543 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1087822.500000 Penalty: 2974.010742
	Iteration 6Q: 3 clusters Score -1087822 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1088141.750000 Penalty: 2974.010742
	Iteration 7F: 3 clusters Score -1088142 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1088494.375000 Penalty: 2974.010742
	Iteration 8F: 3 clusters Score -1088494 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1088845.125000 Penalty: 2974.010742
	Iteration 9Q: 3 clusters Score -1088845 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1089153.125000 Penalty: 2974.010742
	Iteration 10Q: 3 clusters Score -1089153 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1089394.250000 Penalty: 2974.010742
	Iteration 11Q: 3 clusters Score -1089394 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1089551.625000 Penalty: 2974.010742
	Iteration 12Q: 3 clusters Score -1089552 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1089681.750000 Penalty: 2974.010742
	Iteration 13Q: 3 clusters Score -1089682 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1089771.750000 Penalty: 2974.010742
	Iteration 14Q: 3 clusters Score -1089772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1089828.125000 Penalty: 2974.010742
	Iteration 15Q: 3 clusters Score -1089828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1089875.500000 Penalty: 2974.010742
	Iteration 16Q: 3 clusters Score -1089876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1089910.750000 Penalty: 2974.010742
	Iteration 17Q: 3 clusters Score -1089911 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1089943.500000 Penalty: 2974.010742
	Iteration 18Q: 3 clusters Score -1089944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1089962.875000 Penalty: 2974.010742
	Iteration 19Q: 3 clusters Score -1089963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1089979.000000 Penalty: 2974.010742
	Iteration 20F: 3 clusters Score -1089979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1089993.000000 Penalty: 2974.010742
	Iteration 21Q: 3 clusters Score -1089993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1090006.000000 Penalty: 2974.010742
	Iteration 22Q: 3 clusters Score -1090006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1090010.125000 Penalty: 2974.010742
	Iteration 23Q: 3 clusters Score -1090010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1090013.750000 Penalty: 2974.010742
	Iteration 24Q: 3 clusters Score -1090014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1090018.750000 Penalty: 2974.010742
	Iteration 25Q: 3 clusters Score -1090019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1090027.875000 Penalty: 2974.010742
	Iteration 26Q: 3 clusters Score -1090028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1090035.500000 Penalty: 2974.010742
	Iteration 27Q: 3 clusters Score -1090036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1090041.375000 Penalty: 2974.010742
	Iteration 28Q: 3 clusters Score -1090041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1090047.125000 Penalty: 2974.010742
	Iteration 29Q: 3 clusters Score -1090047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1090050.375000 Penalty: 2974.010742
	Iteration 30Q: 3 clusters Score -1090050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1090054.500000 Penalty: 2974.010742
	Iteration 31Q: 3 clusters Score -1090054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1090054.125000 Penalty: 2974.010742
	Iteration 32Q: 3 clusters Score -1090054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1090054.125000 Penalty: 2974.010742
	Iteration 33F: 3 clusters Score -1090054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -195492.093750 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -195492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -193554.781250 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -193554.8 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -193987.625000 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -193987.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -194100.296875 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -194100.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -194158.937500 Penalty: 2431.139160
	Iteration 3Q: 3 clusters Score -194158.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -194212.437500 Penalty: 2431.139160
	Iteration 4Q: 3 clusters Score -194212.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -194275.609375 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -194275.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -194363.593750 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -194363.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -194498.484375 Penalty: 2431.139160
	Iteration 7F: 3 clusters Score -194498.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -194655.828125 Penalty: 2431.139160
	Iteration 8F: 3 clusters Score -194655.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -194774.406250 Penalty: 2431.139160
	Iteration 9F: 3 clusters Score -194774.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -194851.921875 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -194851.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -194892.328125 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -194892.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -194922.062500 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -194922.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -194941.031250 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -194941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194953.750000 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -194953.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -194962.265625 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -194962.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -194964.671875 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -194964.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194969.000000 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -194969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194972.062500 Penalty: 2431.139160
	Iteration 18Q: 3 clusters Score -194972.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -194973.125000 Penalty: 2431.139160
	Iteration 19Q: 3 clusters Score -194973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -194975.734375 Penalty: 2431.139160
	Iteration 20F: 3 clusters Score -194975.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -194978.906250 Penalty: 2431.139160
	Iteration 21Q: 3 clusters Score -194978.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -194988.765625 Penalty: 2431.139160
	Iteration 22Q: 3 clusters Score -194988.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -195008.921875 Penalty: 2431.139160
	Iteration 23Q: 3 clusters Score -195008.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -195030.453125 Penalty: 2431.139160
	Iteration 24Q: 3 clusters Score -195030.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -195047.921875 Penalty: 2431.139160
	Iteration 25Q: 3 clusters Score -195047.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -195055.140625 Penalty: 2431.139160
	Iteration 26Q: 3 clusters Score -195055.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -195060.843750 Penalty: 2431.139160
	Iteration 27Q: 3 clusters Score -195060.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -195064.140625 Penalty: 2431.139160
	Iteration 28Q: 3 clusters Score -195064.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -195065.203125 Penalty: 2431.139160
	Iteration 29Q: 3 clusters Score -195065.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -195065.203125 Penalty: 2431.139160
	Iteration 30F: 3 clusters Score -195065.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -546215.312500 Penalty: 1377.782349
	Iteration 0F: 2 clusters Score -546215.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -542337.375000 Penalty: 2755.564697
	Iteration 0F: 3 clusters Score -542337.4 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -543442.187500 Penalty: 2755.564697
	Iteration 1F: 3 clusters Score -543442.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -543687.687500 Penalty: 2755.564697
	Iteration 2F: 3 clusters Score -543687.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -543873.312500 Penalty: 2755.564697
	Iteration 3F: 3 clusters Score -543873.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -544017.687500 Penalty: 2755.564697
	Iteration 4Q: 3 clusters Score -544017.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -544153.062500 Penalty: 2755.564697
	Iteration 5Q: 3 clusters Score -544153.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -544277.625000 Penalty: 2755.564697
	Iteration 6Q: 3 clusters Score -544277.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -544386.000000 Penalty: 2755.564697
	Iteration 7Q: 3 clusters Score -544386 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -544485.562500 Penalty: 2755.564697
	Iteration 8Q: 3 clusters Score -544485.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -544583.187500 Penalty: 2755.564697
	Iteration 9Q: 3 clusters Score -544583.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -544678.437500 Penalty: 2755.564697
	Iteration 10Q: 3 clusters Score -544678.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -544781.125000 Penalty: 2755.564697
	Iteration 11Q: 3 clusters Score -544781.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -544860.687500 Penalty: 2755.564697
	Iteration 12Q: 3 clusters Score -544860.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -544926.812500 Penalty: 2755.564697
	Iteration 13Q: 3 clusters Score -544926.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -544974.687500 Penalty: 2755.564697
	Iteration 14Q: 3 clusters Score -544974.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -545003.312500 Penalty: 2755.564697
	Iteration 15Q: 3 clusters Score -545003.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -545020.125000 Penalty: 2755.564697
	Iteration 16Q: 3 clusters Score -545020.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -545034.625000 Penalty: 2755.564697
	Iteration 17Q: 3 clusters Score -545034.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -545049.187500 Penalty: 2755.564697
	Iteration 18Q: 3 clusters Score -545049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -545059.250000 Penalty: 2755.564697
	Iteration 19Q: 3 clusters Score -545059.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -545066.750000 Penalty: 2755.564697
	Iteration 20F: 3 clusters Score -545066.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -545075.062500 Penalty: 2755.564697
	Iteration 21Q: 3 clusters Score -545075.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -545091.000000 Penalty: 2755.564697
	Iteration 22Q: 3 clusters Score -545091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -545105.062500 Penalty: 2755.564697
	Iteration 23Q: 3 clusters Score -545105.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -545117.062500 Penalty: 2755.564697
	Iteration 24Q: 3 clusters Score -545117.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -545126.312500 Penalty: 2755.564697
	Iteration 25Q: 3 clusters Score -545126.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -545137.187500 Penalty: 2755.564697
	Iteration 26Q: 3 clusters Score -545137.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -545145.437500 Penalty: 2755.564697
	Iteration 27Q: 3 clusters Score -545145.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -545153.687500 Penalty: 2755.564697
	Iteration 28Q: 3 clusters Score -545153.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -545161.875000 Penalty: 2755.564697
	Iteration 29Q: 3 clusters Score -545161.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -545167.500000 Penalty: 2755.564697
	Iteration 30Q: 3 clusters Score -545167.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -545172.312500 Penalty: 2755.564697
	Iteration 31Q: 3 clusters Score -545172.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -545178.312500 Penalty: 2755.564697
	Iteration 32Q: 3 clusters Score -545178.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -545185.937500 Penalty: 2755.564697
	Iteration 33Q: 3 clusters Score -545185.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -545190.937500 Penalty: 2755.564697
	Iteration 34Q: 3 clusters Score -545190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -545194.000000 Penalty: 2755.564697
	Iteration 35Q: 3 clusters Score -545194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -545199.125000 Penalty: 2755.564697
	Iteration 36Q: 3 clusters Score -545199.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -545207.250000 Penalty: 2755.564697
	Iteration 37Q: 3 clusters Score -545207.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -545214.000000 Penalty: 2755.564697
	Iteration 38Q: 3 clusters Score -545214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -545218.875000 Penalty: 2755.564697
	Iteration 39Q: 3 clusters Score -545218.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -545221.375000 Penalty: 2755.564697
	Iteration 40F: 3 clusters Score -545221.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -545225.625000 Penalty: 2755.564697
	Iteration 41Q: 3 clusters Score -545225.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -545228.312500 Penalty: 2755.564697
	Iteration 42Q: 3 clusters Score -545228.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -545230.562500 Penalty: 2755.564697
	Iteration 43Q: 3 clusters Score -545230.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -545234.687500 Penalty: 2755.564697
	Iteration 44Q: 3 clusters Score -545234.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -545239.312500 Penalty: 2755.564697
	Iteration 45Q: 3 clusters Score -545239.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -545241.187500 Penalty: 2755.564697
	Iteration 46Q: 3 clusters Score -545241.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -545244.125000 Penalty: 2755.564697
	Iteration 47Q: 3 clusters Score -545244.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -545246.875000 Penalty: 2755.564697
	Iteration 48Q: 3 clusters Score -545246.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -545250.625000 Penalty: 2755.564697
	Iteration 49Q: 3 clusters Score -545250.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -545252.187500 Penalty: 2755.564697
	Iteration 50Q: 3 clusters Score -545252.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -545252.312500 Penalty: 2755.564697
	Iteration 51Q: 3 clusters Score -545252.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -545253.312500 Penalty: 2755.564697
	Iteration 52Q: 3 clusters Score -545253.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -545256.000000 Penalty: 2755.564697
	Iteration 53Q: 3 clusters Score -545256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -545257.250000 Penalty: 2755.564697
	Iteration 54Q: 3 clusters Score -545257.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -545260.062500 Penalty: 2755.564697
	Iteration 55Q: 3 clusters Score -545260.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -545259.750000 Penalty: 2755.564697
	Iteration 56Q: 3 clusters Score -545259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -545260.625000 Penalty: 2755.564697
	Iteration 57Q: 3 clusters Score -545260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -545261.500000 Penalty: 2755.564697
	Iteration 58Q: 3 clusters Score -545261.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -545264.437500 Penalty: 2755.564697
	Iteration 59Q: 3 clusters Score -545264.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -545265.250000 Penalty: 2755.564697
	Iteration 60F: 3 clusters Score -545265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -545264.687500 Penalty: 2755.564697
	Iteration 61Q: 3 clusters Score -545264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -545264.500000 Penalty: 2755.564697
	Iteration 62Q: 3 clusters Score -545264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -545265.875000 Penalty: 2755.564697
	Iteration 63Q: 3 clusters Score -545265.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -545265.875000 Penalty: 2755.564697
	Iteration 64F: 3 clusters Score -545265.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -211393.500000 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -211393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -209405.125000 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -209405.1 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -209854.406250 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -209854.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -209984.875000 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -209984.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -210079.640625 Penalty: 2453.623047
	Iteration 3F: 3 clusters Score -210079.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -210162.406250 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -210162.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -210232.375000 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -210232.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -210306.625000 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -210306.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -210382.656250 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -210382.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -210453.656250 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -210453.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -210507.687500 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -210507.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -210557.203125 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -210557.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -210589.437500 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -210589.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -210632.734375 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -210632.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -210669.031250 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -210669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -210692.171875 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -210692.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -210711.859375 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -210711.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -210724.015625 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -210724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -210734.328125 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -210734.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -210741.515625 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -210741.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -210746.765625 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -210746.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -210751.562500 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -210751.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -210756.390625 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -210756.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -210759.796875 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -210759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -210764.906250 Penalty: 2453.623047
	Iteration 23Q: 3 clusters Score -210764.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -210768.281250 Penalty: 2453.623047
	Iteration 24Q: 3 clusters Score -210768.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -210768.593750 Penalty: 2453.623047
	Iteration 25Q: 3 clusters Score -210768.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -210768.953125 Penalty: 2453.623047
	Iteration 26Q: 3 clusters Score -210769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -210768.953125 Penalty: 2453.623047
	Iteration 27F: 3 clusters Score -210769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -177602.531250 Penalty: 1192.991211
	Iteration 0F: 2 clusters Score -177602.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -175806.515625 Penalty: 2385.982422
	Iteration 0F: 3 clusters Score -175806.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176159.421875 Penalty: 2385.982422
	Iteration 1F: 3 clusters Score -176159.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -176255.828125 Penalty: 2385.982422
	Iteration 2F: 3 clusters Score -176255.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176299.875000 Penalty: 2385.982422
	Iteration 3Q: 3 clusters Score -176299.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176326.078125 Penalty: 2385.982422
	Iteration 4Q: 3 clusters Score -176326.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -176347.328125 Penalty: 2385.982422
	Iteration 5Q: 3 clusters Score -176347.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -176359.859375 Penalty: 2385.982422
	Iteration 6Q: 3 clusters Score -176359.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -176370.906250 Penalty: 2385.982422
	Iteration 7Q: 3 clusters Score -176370.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -176379.796875 Penalty: 2385.982422
	Iteration 8Q: 3 clusters Score -176379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -176386.671875 Penalty: 2385.982422
	Iteration 9Q: 3 clusters Score -176386.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -176390.875000 Penalty: 2385.982422
	Iteration 10Q: 3 clusters Score -176390.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -176395.187500 Penalty: 2385.982422
	Iteration 11Q: 3 clusters Score -176395.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -176398.421875 Penalty: 2385.982422
	Iteration 12Q: 3 clusters Score -176398.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -176399.265625 Penalty: 2385.982422
	Iteration 13Q: 3 clusters Score -176399.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -176399.265625 Penalty: 2385.982422
	Iteration 14F: 3 clusters Score -176399.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -443443.468750 Penalty: 1345.862427
	Iteration 0F: 2 clusters Score -443443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -440183.250000 Penalty: 2691.724854
	Iteration 0F: 3 clusters Score -440183.2 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -441032.906250 Penalty: 2691.724854
	Iteration 1F: 3 clusters Score -441032.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -441215.250000 Penalty: 2691.724854
	Iteration 2F: 3 clusters Score -441215.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -441371.312500 Penalty: 2691.724854
	Iteration 3F: 3 clusters Score -441371.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -441547.343750 Penalty: 2691.724854
	Iteration 4F: 3 clusters Score -441547.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -441686.875000 Penalty: 2691.724854
	Iteration 5F: 3 clusters Score -441686.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -441806.406250 Penalty: 2691.724854
	Iteration 6Q: 3 clusters Score -441806.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -441918.281250 Penalty: 2691.724854
	Iteration 7Q: 3 clusters Score -441918.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -442026.031250 Penalty: 2691.724854
	Iteration 8Q: 3 clusters Score -442026 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -442107.593750 Penalty: 2691.724854
	Iteration 9Q: 3 clusters Score -442107.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -442197.718750 Penalty: 2691.724854
	Iteration 10Q: 3 clusters Score -442197.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -442247.656250 Penalty: 2691.724854
	Iteration 11Q: 3 clusters Score -442247.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -442285.187500 Penalty: 2691.724854
	Iteration 12Q: 3 clusters Score -442285.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -442320.375000 Penalty: 2691.724854
	Iteration 13Q: 3 clusters Score -442320.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -442346.843750 Penalty: 2691.724854
	Iteration 14Q: 3 clusters Score -442346.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -442364.468750 Penalty: 2691.724854
	Iteration 15Q: 3 clusters Score -442364.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -442375.843750 Penalty: 2691.724854
	Iteration 16Q: 3 clusters Score -442375.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -442383.718750 Penalty: 2691.724854
	Iteration 17Q: 3 clusters Score -442383.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -442387.093750 Penalty: 2691.724854
	Iteration 18Q: 3 clusters Score -442387.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -442391.062500 Penalty: 2691.724854
	Iteration 19Q: 3 clusters Score -442391.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -442393.968750 Penalty: 2691.724854
	Iteration 20F: 3 clusters Score -442394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -442397.062500 Penalty: 2691.724854
	Iteration 21Q: 3 clusters Score -442397.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -442400.375000 Penalty: 2691.724854
	Iteration 22Q: 3 clusters Score -442400.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -442403.343750 Penalty: 2691.724854
	Iteration 23Q: 3 clusters Score -442403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442404.031250 Penalty: 2691.724854
	Iteration 24Q: 3 clusters Score -442404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442404.437500 Penalty: 2691.724854
	Iteration 25Q: 3 clusters Score -442404.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442405.187500 Penalty: 2691.724854
	Iteration 26Q: 3 clusters Score -442405.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442405.656250 Penalty: 2691.724854
	Iteration 27Q: 3 clusters Score -442405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -442406.906250 Penalty: 2691.724854
	Iteration 28Q: 3 clusters Score -442406.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -442406.812500 Penalty: 2691.724854
	Iteration 29Q: 3 clusters Score -442406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -442407.281250 Penalty: 2691.724854
	Iteration 30Q: 3 clusters Score -442407.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -442407.281250 Penalty: 2691.724854
	Iteration 31F: 3 clusters Score -442407.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -80800.234375 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -80800.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79484.921875 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -79484.92 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -79801.992188 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -79801.99 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -79943.898438 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -79943.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -80028.945312 Penalty: 2179.730225
	Iteration 3F: 3 clusters Score -80028.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80068.664062 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -80068.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80095.179688 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -80095.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80117.710938 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -80117.71 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -80133.093750 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -80133.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -80146.718750 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -80146.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80156.031250 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -80156.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80162.671875 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -80162.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80165.843750 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -80165.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80170.164062 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -80170.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80172.406250 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -80172.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80175.835938 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -80175.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80178.546875 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -80178.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80180.148438 Penalty: 2179.730225
	Iteration 16Q: 3 clusters Score -80180.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80183.843750 Penalty: 2179.730225
	Iteration 17Q: 3 clusters Score -80183.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80188.726562 Penalty: 2179.730225
	Iteration 18Q: 3 clusters Score -80188.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -80190.648438 Penalty: 2179.730225
	Iteration 19Q: 3 clusters Score -80190.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80194.023438 Penalty: 2179.730225
	Iteration 20F: 3 clusters Score -80194.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80194.906250 Penalty: 2179.730225
	Iteration 21Q: 3 clusters Score -80194.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -80194.906250 Penalty: 2179.730225
	Iteration 22F: 3 clusters Score -80194.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -54446.070312 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -54446.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -53380.660156 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -53380.66 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -53533.953125 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -53533.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -53570.894531 Penalty: 2017.791748
	Iteration 2Q: 3 clusters Score -53570.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -53587.738281 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -53587.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -53599.097656 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -53599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53601.554688 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -53601.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53608.890625 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -53608.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -53615.078125 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -53615.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -53623.320312 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -53623.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53626.464844 Penalty: 2017.791748
	Iteration 9Q: 3 clusters Score -53626.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -53626.464844 Penalty: 2017.791748
	Iteration 10F: 3 clusters Score -53626.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Entering Unmasked Estep 
Score: -1743836.500000 Penalty: 1564.592407
	Iteration 0F: 2 clusters Score -1743836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1733293.875000 Penalty: 3129.184814
	Iteration 0F: 3 clusters Score -1733294 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1737107.000000 Penalty: 3129.184814
	Iteration 1F: 3 clusters Score -1737107 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -1737520.750000 Penalty: 3129.184814
	Iteration 2F: 3 clusters Score -1737521 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1738012.250000 Penalty: 3129.184814
	Iteration 3F: 3 clusters Score -1738012 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1738607.750000 Penalty: 3129.184814
	Iteration 4F: 3 clusters Score -1738608 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1739308.875000 Penalty: 3129.184814
	Iteration 5F: 3 clusters Score -1739309 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1740037.625000 Penalty: 3129.184814
	Iteration 6F: 3 clusters Score -1740038 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1740740.125000 Penalty: 3129.184814
	Iteration 7F: 3 clusters Score -1740740 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1741347.875000 Penalty: 3129.184814
	Iteration 8Q: 3 clusters Score -1741348 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1741804.000000 Penalty: 3129.184814
	Iteration 9Q: 3 clusters Score -1741804 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1742091.625000 Penalty: 3129.184814
	Iteration 10Q: 3 clusters Score -1742092 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1742260.750000 Penalty: 3129.184814
	Iteration 11Q: 3 clusters Score -1742261 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1742364.250000 Penalty: 3129.184814
	Iteration 12Q: 3 clusters Score -1742364 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1742444.125000 Penalty: 3129.184814
	Iteration 13Q: 3 clusters Score -1742444 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1742516.250000 Penalty: 3129.184814
	Iteration 14Q: 3 clusters Score -1742516 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -1742571.125000 Penalty: 3129.184814
	Iteration 15Q: 3 clusters Score -1742571 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1742620.625000 Penalty: 3129.184814
	Iteration 16Q: 3 clusters Score -1742621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -1742653.500000 Penalty: 3129.184814
	Iteration 17Q: 3 clusters Score -1742654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -1742691.500000 Penalty: 3129.184814
	Iteration 18Q: 3 clusters Score -1742692 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1742732.875000 Penalty: 3129.184814
	Iteration 19Q: 3 clusters Score -1742733 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -1742775.125000 Penalty: 3129.184814
	Iteration 20F: 3 clusters Score -1742775 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -1742824.375000 Penalty: 3129.184814
	Iteration 21Q: 3 clusters Score -1742824 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1742864.750000 Penalty: 3129.184814
	Iteration 22Q: 3 clusters Score -1742865 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1742921.625000 Penalty: 3129.184814
	Iteration 23Q: 3 clusters Score -1742922 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -1742970.875000 Penalty: 3129.184814
	Iteration 24Q: 3 clusters Score -1742971 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1743030.000000 Penalty: 3129.184814
	Iteration 25Q: 3 clusters Score -1743030 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1743065.250000 Penalty: 3129.184814
	Iteration 26Q: 3 clusters Score -1743065 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1743097.375000 Penalty: 3129.184814
	Iteration 27Q: 3 clusters Score -1743097 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -1743115.750000 Penalty: 3129.184814
	Iteration 28Q: 3 clusters Score -1743116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -1743129.875000 Penalty: 3129.184814
	Iteration 29Q: 3 clusters Score -1743130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -1743134.750000 Penalty: 3129.184814
	Iteration 30Q: 3 clusters Score -1743135 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1743142.875000 Penalty: 3129.184814
	Iteration 31Q: 3 clusters Score -1743143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1743146.000000 Penalty: 3129.184814
	Iteration 32Q: 3 clusters Score -1743146 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1743148.250000 Penalty: 3129.184814
	Iteration 33Q: 3 clusters Score -1743148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1743146.000000 Penalty: 3129.184814
	Iteration 34Q: 3 clusters Score -1743146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1743152.750000 Penalty: 3129.184814
	Iteration 35Q: 3 clusters Score -1743153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1743153.500000 Penalty: 3129.184814
	Iteration 36Q: 3 clusters Score -1743154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1743159.750000 Penalty: 3129.184814
	Iteration 37Q: 3 clusters Score -1743160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1743161.375000 Penalty: 3129.184814
	Iteration 38Q: 3 clusters Score -1743161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1743161.375000 Penalty: 3129.184814
	Iteration 39Q: 3 clusters Score -1743161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -1743158.375000 Penalty: 3129.184814
	Iteration 40F: 3 clusters Score -1743158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1743159.875000 Penalty: 3129.184814
	Iteration 41Q: 3 clusters Score -1743160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -1743161.250000 Penalty: 3129.184814
	Iteration 42Q: 3 clusters Score -1743161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -1743160.500000 Penalty: 3129.184814
	Iteration 43Q: 3 clusters Score -1743160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1743158.000000 Penalty: 3129.184814
	Iteration 44Q: 3 clusters Score -1743158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1743160.625000 Penalty: 3129.184814
	Iteration 45Q: 3 clusters Score -1743161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1743156.375000 Penalty: 3129.184814
	Iteration 46Q: 3 clusters Score -1743156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1743159.125000 Penalty: 3129.184814
	Iteration 47Q: 3 clusters Score -1743159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1743160.250000 Penalty: 3129.184814
	Iteration 48Q: 3 clusters Score -1743160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1743161.250000 Penalty: 3129.184814
	Iteration 49Q: 3 clusters Score -1743161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -1743161.250000 Penalty: 3129.184814
	Iteration 50F: 3 clusters Score -1743161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -934894.187500 Penalty: 1463.078857
	Iteration 0F: 2 clusters Score -934894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -928917.500000 Penalty: 2926.157715
	Iteration 0F: 3 clusters Score -928917.5 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -930800.312500 Penalty: 2926.157715
	Iteration 1F: 3 clusters Score -930800.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -930989.875000 Penalty: 2926.157715
	Iteration 2F: 3 clusters Score -930989.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -931129.250000 Penalty: 2926.157715
	Iteration 3Q: 3 clusters Score -931129.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -931227.125000 Penalty: 2926.157715
	Iteration 4Q: 3 clusters Score -931227.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -931308.812500 Penalty: 2926.157715
	Iteration 5Q: 3 clusters Score -931308.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -931377.187500 Penalty: 2926.157715
	Iteration 6Q: 3 clusters Score -931377.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -931441.812500 Penalty: 2926.157715
	Iteration 7Q: 3 clusters Score -931441.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -931495.437500 Penalty: 2926.157715
	Iteration 8Q: 3 clusters Score -931495.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -931544.812500 Penalty: 2926.157715
	Iteration 9Q: 3 clusters Score -931544.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -931586.187500 Penalty: 2926.157715
	Iteration 10Q: 3 clusters Score -931586.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -931643.687500 Penalty: 2926.157715
	Iteration 11Q: 3 clusters Score -931643.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -931698.750000 Penalty: 2926.157715
	Iteration 12Q: 3 clusters Score -931698.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -931770.687500 Penalty: 2926.157715
	Iteration 13Q: 3 clusters Score -931770.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -931841.625000 Penalty: 2926.157715
	Iteration 14Q: 3 clusters Score -931841.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -931916.125000 Penalty: 2926.157715
	Iteration 15Q: 3 clusters Score -931916.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -932015.375000 Penalty: 2926.157715
	Iteration 16Q: 3 clusters Score -932015.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -932119.875000 Penalty: 2926.157715
	Iteration 17Q: 3 clusters Score -932119.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -932235.062500 Penalty: 2926.157715
	Iteration 18Q: 3 clusters Score -932235.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -932355.187500 Penalty: 2926.157715
	Iteration 19Q: 3 clusters Score -932355.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -932496.062500 Penalty: 2926.157715
	Iteration 20F: 3 clusters Score -932496.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -932635.812500 Penalty: 2926.157715
	Iteration 21Q: 3 clusters Score -932635.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -932770.750000 Penalty: 2926.157715
	Iteration 22Q: 3 clusters Score -932770.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -932886.812500 Penalty: 2926.157715
	Iteration 23Q: 3 clusters Score -932886.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -932990.375000 Penalty: 2926.157715
	Iteration 24Q: 3 clusters Score -932990.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -933088.562500 Penalty: 2926.157715
	Iteration 25Q: 3 clusters Score -933088.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -933183.187500 Penalty: 2926.157715
	Iteration 26Q: 3 clusters Score -933183.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -933272.562500 Penalty: 2926.157715
	Iteration 27Q: 3 clusters Score -933272.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -933364.500000 Penalty: 2926.157715
	Iteration 28Q: 3 clusters Score -933364.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -933427.750000 Penalty: 2926.157715
	Iteration 29Q: 3 clusters Score -933427.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -933470.875000 Penalty: 2926.157715
	Iteration 30Q: 3 clusters Score -933470.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -933509.625000 Penalty: 2926.157715
	Iteration 31Q: 3 clusters Score -933509.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -933541.250000 Penalty: 2926.157715
	Iteration 32Q: 3 clusters Score -933541.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -933564.000000 Penalty: 2926.157715
	Iteration 33Q: 3 clusters Score -933564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -933583.437500 Penalty: 2926.157715
	Iteration 34Q: 3 clusters Score -933583.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -933600.750000 Penalty: 2926.157715
	Iteration 35Q: 3 clusters Score -933600.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -933616.125000 Penalty: 2926.157715
	Iteration 36Q: 3 clusters Score -933616.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -933622.937500 Penalty: 2926.157715
	Iteration 37Q: 3 clusters Score -933622.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -933629.125000 Penalty: 2926.157715
	Iteration 38Q: 3 clusters Score -933629.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -933630.625000 Penalty: 2926.157715
	Iteration 39Q: 3 clusters Score -933630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -933632.625000 Penalty: 2926.157715
	Iteration 40F: 3 clusters Score -933632.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -933634.937500 Penalty: 2926.157715
	Iteration 41Q: 3 clusters Score -933634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -933636.375000 Penalty: 2926.157715
	Iteration 42Q: 3 clusters Score -933636.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -933637.125000 Penalty: 2926.157715
	Iteration 43Q: 3 clusters Score -933637.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -933637.125000 Penalty: 2926.157715
	Iteration 44F: 3 clusters Score -933637.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (6985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Entering Unmasked Estep 
Score: -806669.500000 Penalty: 1438.372070
	Iteration 0F: 2 clusters Score -806669.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -801432.500000 Penalty: 2876.744141
	Iteration 0F: 3 clusters Score -801432.5 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -803006.750000 Penalty: 2876.744141
	Iteration 1F: 3 clusters Score -803006.8 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -803228.625000 Penalty: 2876.744141
	Iteration 2F: 3 clusters Score -803228.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -803375.687500 Penalty: 2876.744141
	Iteration 3F: 3 clusters Score -803375.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -803493.687500 Penalty: 2876.744141
	Iteration 4Q: 3 clusters Score -803493.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -803591.125000 Penalty: 2876.744141
	Iteration 5Q: 3 clusters Score -803591.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -803674.687500 Penalty: 2876.744141
	Iteration 6Q: 3 clusters Score -803674.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -803768.000000 Penalty: 2876.744141
	Iteration 7Q: 3 clusters Score -803768 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -803872.625000 Penalty: 2876.744141
	Iteration 8Q: 3 clusters Score -803872.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -804018.937500 Penalty: 2876.744141
	Iteration 9Q: 3 clusters Score -804018.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -804213.750000 Penalty: 2876.744141
	Iteration 10Q: 3 clusters Score -804213.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -804465.312500 Penalty: 2876.744141
	Iteration 11Q: 3 clusters Score -804465.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -804719.500000 Penalty: 2876.744141
	Iteration 12Q: 3 clusters Score -804719.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -804924.125000 Penalty: 2876.744141
	Iteration 13Q: 3 clusters Score -804924.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -805095.125000 Penalty: 2876.744141
	Iteration 14Q: 3 clusters Score -805095.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -805196.875000 Penalty: 2876.744141
	Iteration 15Q: 3 clusters Score -805196.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -805269.437500 Penalty: 2876.744141
	Iteration 16Q: 3 clusters Score -805269.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -805334.687500 Penalty: 2876.744141
	Iteration 17Q: 3 clusters Score -805334.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -805370.312500 Penalty: 2876.744141
	Iteration 18Q: 3 clusters Score -805370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -805384.125000 Penalty: 2876.744141
	Iteration 19Q: 3 clusters Score -805384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -805393.187500 Penalty: 2876.744141
	Iteration 20F: 3 clusters Score -805393.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -805399.000000 Penalty: 2876.744141
	Iteration 21Q: 3 clusters Score -805399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -805399.250000 Penalty: 2876.744141
	Iteration 22Q: 3 clusters Score -805399.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -805400.500000 Penalty: 2876.744141
	Iteration 23Q: 3 clusters Score -805400.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -805401.062500 Penalty: 2876.744141
	Iteration 24Q: 3 clusters Score -805401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -805402.437500 Penalty: 2876.744141
	Iteration 25Q: 3 clusters Score -805402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -805403.312500 Penalty: 2876.744141
	Iteration 26Q: 3 clusters Score -805403.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -805404.875000 Penalty: 2876.744141
	Iteration 27Q: 3 clusters Score -805404.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -805405.875000 Penalty: 2876.744141
	Iteration 28Q: 3 clusters Score -805405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -805405.875000 Penalty: 2876.744141
	Iteration 29F: 3 clusters Score -805405.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Entering Unmasked Estep 
Score: -81602.093750 Penalty: 1034.271973
	Iteration 0F: 2 clusters Score -81602.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80610.468750 Penalty: 2068.543945
	Iteration 0F: 3 clusters Score -80610.47 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81022.515625 Penalty: 2068.543945
	Iteration 1F: 3 clusters Score -81022.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -81182.367188 Penalty: 2068.543945
	Iteration 2F: 3 clusters Score -81182.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -81283.039062 Penalty: 2068.543945
	Iteration 3Q: 3 clusters Score -81283.04 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81378.218750 Penalty: 2068.543945
	Iteration 4F: 3 clusters Score -81378.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -81614.882812 Penalty: 2068.543945
	Iteration 5F: 3 clusters Score -81614.88 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -81837.718750 Penalty: 2068.543945
	Iteration 6F: 3 clusters Score -81837.72 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -82048.734375 Penalty: 2068.543945
	Iteration 7F: 3 clusters Score -82048.73 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -82547.898438 Penalty: 2068.543945
	Iteration 8F: 3 clusters Score -82547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83308.250000 Penalty: 2068.543945
	Iteration 9F: 3 clusters Score -83308.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -83676.304688 Penalty: 2068.543945
	Iteration 10Q: 3 clusters Score -83676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84274.320312 Penalty: 2068.543945
	Iteration 11Q: 3 clusters Score -84274.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -84470.414062 Penalty: 2068.543945
	Iteration 12Q: 3 clusters Score -84470.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -84482.617188 Penalty: 2068.543945
	Iteration 13Q: 3 clusters Score -84482.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84485.257812 Penalty: 2068.543945
	Iteration 14Q: 3 clusters Score -84485.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -84485.257812 Penalty: 2068.543945
	Iteration 15F: 3 clusters Score -84485.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6985 members 
Mstep: Class 41 contains 171 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15262 members 
Mstep: Class 48 contains 481 members 
Mstep: Class 49 contains 410 members 
Entering Unmasked Estep 
Score: -40153780.000000 Penalty: 101907.343750
Splitting cluster 41 changes total score from -40151956.000000 to -40153780.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 42 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -225558.218750 Penalty: 1230.615234
	Iteration 0F: 2 clusters Score -225558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -223497.343750 Penalty: 2461.230469
	Iteration 0F: 3 clusters Score -223497.3 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -223953.031250 Penalty: 2461.230469
	Iteration 1F: 3 clusters Score -223953 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -224042.656250 Penalty: 2461.230469
	Iteration 2F: 3 clusters Score -224042.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -224089.609375 Penalty: 2461.230469
	Iteration 3Q: 3 clusters Score -224089.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -224117.140625 Penalty: 2461.230469
	Iteration 4Q: 3 clusters Score -224117.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -224140.718750 Penalty: 2461.230469
	Iteration 5Q: 3 clusters Score -224140.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -224154.281250 Penalty: 2461.230469
	Iteration 6Q: 3 clusters Score -224154.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -224165.890625 Penalty: 2461.230469
	Iteration 7Q: 3 clusters Score -224165.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -224172.343750 Penalty: 2461.230469
	Iteration 8Q: 3 clusters Score -224172.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -224176.625000 Penalty: 2461.230469
	Iteration 9Q: 3 clusters Score -224176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -224179.734375 Penalty: 2461.230469
	Iteration 10Q: 3 clusters Score -224179.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -224183.187500 Penalty: 2461.230469
	Iteration 11Q: 3 clusters Score -224183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -224185.906250 Penalty: 2461.230469
	Iteration 12Q: 3 clusters Score -224185.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -224186.937500 Penalty: 2461.230469
	Iteration 13Q: 3 clusters Score -224186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -224188.734375 Penalty: 2461.230469
	Iteration 14Q: 3 clusters Score -224188.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -224189.937500 Penalty: 2461.230469
	Iteration 15Q: 3 clusters Score -224189.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -224191.515625 Penalty: 2461.230469
	Iteration 16Q: 3 clusters Score -224191.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -224191.875000 Penalty: 2461.230469
	Iteration 17Q: 3 clusters Score -224191.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -224192.359375 Penalty: 2461.230469
	Iteration 18Q: 3 clusters Score -224192.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -224192.437500 Penalty: 2461.230469
	Iteration 19Q: 3 clusters Score -224192.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -224192.437500 Penalty: 2461.230469
	Iteration 20F: 3 clusters Score -224192.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Entering Unmasked Estep 
Score: -716952.187500 Penalty: 1416.357178
	Iteration 0F: 2 clusters Score -716952.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -712267.437500 Penalty: 2832.714355
	Iteration 0F: 3 clusters Score -712267.4 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -713570.250000 Penalty: 2832.714355
	Iteration 1F: 3 clusters Score -713570.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -713739.812500 Penalty: 2832.714355
	Iteration 2F: 3 clusters Score -713739.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -713880.562500 Penalty: 2832.714355
	Iteration 3Q: 3 clusters Score -713880.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -713991.750000 Penalty: 2832.714355
	Iteration 4Q: 3 clusters Score -713991.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -714081.312500 Penalty: 2832.714355
	Iteration 5Q: 3 clusters Score -714081.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -714171.562500 Penalty: 2832.714355
	Iteration 6Q: 3 clusters Score -714171.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -714282.250000 Penalty: 2832.714355
	Iteration 7Q: 3 clusters Score -714282.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -714417.187500 Penalty: 2832.714355
	Iteration 8Q: 3 clusters Score -714417.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -714554.125000 Penalty: 2832.714355
	Iteration 9Q: 3 clusters Score -714554.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -714703.125000 Penalty: 2832.714355
	Iteration 10Q: 3 clusters Score -714703.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -714875.687500 Penalty: 2832.714355
	Iteration 11Q: 3 clusters Score -714875.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -715063.750000 Penalty: 2832.714355
	Iteration 12Q: 3 clusters Score -715063.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -715250.562500 Penalty: 2832.714355
	Iteration 13Q: 3 clusters Score -715250.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -715391.187500 Penalty: 2832.714355
	Iteration 14Q: 3 clusters Score -715391.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -715488.437500 Penalty: 2832.714355
	Iteration 15Q: 3 clusters Score -715488.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -715574.187500 Penalty: 2832.714355
	Iteration 16Q: 3 clusters Score -715574.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -715620.437500 Penalty: 2832.714355
	Iteration 17Q: 3 clusters Score -715620.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -715655.562500 Penalty: 2832.714355
	Iteration 18Q: 3 clusters Score -715655.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -715677.875000 Penalty: 2832.714355
	Iteration 19Q: 3 clusters Score -715677.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -715696.062500 Penalty: 2832.714355
	Iteration 20F: 3 clusters Score -715696.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -715707.500000 Penalty: 2832.714355
	Iteration 21Q: 3 clusters Score -715707.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -715715.375000 Penalty: 2832.714355
	Iteration 22Q: 3 clusters Score -715715.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -715719.812500 Penalty: 2832.714355
	Iteration 23Q: 3 clusters Score -715719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -715722.562500 Penalty: 2832.714355
	Iteration 24Q: 3 clusters Score -715722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -715723.625000 Penalty: 2832.714355
	Iteration 25Q: 3 clusters Score -715723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -715725.875000 Penalty: 2832.714355
	Iteration 26Q: 3 clusters Score -715725.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -715726.437500 Penalty: 2832.714355
	Iteration 27Q: 3 clusters Score -715726.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -715726.437500 Penalty: 2832.714355
	Iteration 28F: 3 clusters Score -715726.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Entering Unmasked Estep 
Score: -465751.156250 Penalty: 1372.111328
	Iteration 0F: 2 clusters Score -465751.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -461967.718750 Penalty: 2744.222656
	Iteration 0F: 3 clusters Score -461967.7 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -463288.343750 Penalty: 2744.222656
	Iteration 1F: 3 clusters Score -463288.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -463653.312500 Penalty: 2744.222656
	Iteration 2F: 3 clusters Score -463653.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -463936.750000 Penalty: 2744.222656
	Iteration 3F: 3 clusters Score -463936.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -464171.750000 Penalty: 2744.222656
	Iteration 4F: 3 clusters Score -464171.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -464363.375000 Penalty: 2744.222656
	Iteration 5Q: 3 clusters Score -464363.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -464498.062500 Penalty: 2744.222656
	Iteration 6Q: 3 clusters Score -464498.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -464625.625000 Penalty: 2744.222656
	Iteration 7Q: 3 clusters Score -464625.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -464744.000000 Penalty: 2744.222656
	Iteration 8Q: 3 clusters Score -464744 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -464880.656250 Penalty: 2744.222656
	Iteration 9Q: 3 clusters Score -464880.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -465033.968750 Penalty: 2744.222656
	Iteration 10Q: 3 clusters Score -465034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -465166.531250 Penalty: 2744.222656
	Iteration 11Q: 3 clusters Score -465166.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -465270.406250 Penalty: 2744.222656
	Iteration 12Q: 3 clusters Score -465270.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -465340.375000 Penalty: 2744.222656
	Iteration 13Q: 3 clusters Score -465340.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -465398.000000 Penalty: 2744.222656
	Iteration 14Q: 3 clusters Score -465398 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -465438.843750 Penalty: 2744.222656
	Iteration 15Q: 3 clusters Score -465438.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -465462.625000 Penalty: 2744.222656
	Iteration 16Q: 3 clusters Score -465462.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -465486.031250 Penalty: 2744.222656
	Iteration 17Q: 3 clusters Score -465486 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -465504.812500 Penalty: 2744.222656
	Iteration 18Q: 3 clusters Score -465504.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -465518.750000 Penalty: 2744.222656
	Iteration 19Q: 3 clusters Score -465518.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -465541.218750 Penalty: 2744.222656
	Iteration 20F: 3 clusters Score -465541.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -465556.906250 Penalty: 2744.222656
	Iteration 21Q: 3 clusters Score -465556.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -465569.843750 Penalty: 2744.222656
	Iteration 22Q: 3 clusters Score -465569.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -465584.093750 Penalty: 2744.222656
	Iteration 23Q: 3 clusters Score -465584.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -465591.468750 Penalty: 2744.222656
	Iteration 24Q: 3 clusters Score -465591.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -465600.187500 Penalty: 2744.222656
	Iteration 25Q: 3 clusters Score -465600.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -465605.343750 Penalty: 2744.222656
	Iteration 26Q: 3 clusters Score -465605.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -465610.187500 Penalty: 2744.222656
	Iteration 27Q: 3 clusters Score -465610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -465613.843750 Penalty: 2744.222656
	Iteration 28Q: 3 clusters Score -465613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -465615.000000 Penalty: 2744.222656
	Iteration 29Q: 3 clusters Score -465615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -465614.906250 Penalty: 2744.222656
	Iteration 30Q: 3 clusters Score -465614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -465615.062500 Penalty: 2744.222656
	Iteration 31Q: 3 clusters Score -465615.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -465615.937500 Penalty: 2744.222656
	Iteration 32Q: 3 clusters Score -465615.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -465616.500000 Penalty: 2744.222656
	Iteration 33Q: 3 clusters Score -465616.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -465617.125000 Penalty: 2744.222656
	Iteration 34Q: 3 clusters Score -465617.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -465617.468750 Penalty: 2744.222656
	Iteration 35Q: 3 clusters Score -465617.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -465617.468750 Penalty: 2744.222656
	Iteration 36F: 3 clusters Score -465617.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Entering Unmasked Estep 
Score: -76414.015625 Penalty: 1069.803955
	Iteration 0F: 2 clusters Score -76414.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75169.898438 Penalty: 2139.607910
	Iteration 0F: 3 clusters Score -75169.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -75370.992188 Penalty: 2139.607910
	Iteration 1F: 3 clusters Score -75370.99 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75418.906250 Penalty: 2139.607910
	Iteration 2F: 3 clusters Score -75418.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75436.515625 Penalty: 2139.607910
	Iteration 3Q: 3 clusters Score -75436.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75451.515625 Penalty: 2139.607910
	Iteration 4Q: 3 clusters Score -75451.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75462.828125 Penalty: 2139.607910
	Iteration 5Q: 3 clusters Score -75462.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75472.375000 Penalty: 2139.607910
	Iteration 6Q: 3 clusters Score -75472.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -75479.976562 Penalty: 2139.607910
	Iteration 7Q: 3 clusters Score -75479.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -75484.390625 Penalty: 2139.607910
	Iteration 8Q: 3 clusters Score -75484.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75486.750000 Penalty: 2139.607910
	Iteration 9Q: 3 clusters Score -75486.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75488.773438 Penalty: 2139.607910
	Iteration 10Q: 3 clusters Score -75488.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75488.773438 Penalty: 2139.607910
	Iteration 11F: 3 clusters Score -75488.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (88540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Entering Unmasked Estep 
Score: -10148352.000000 Penalty: 1851.071533
	Iteration 0F: 2 clusters Score -1.014835e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -10089169.000000 Penalty: 3702.143066
	Iteration 0F: 3 clusters Score -1.008917e+07 nChanged 42198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -10113587.000000 Penalty: 3702.143066
	Iteration 1F: 3 clusters Score -1.011359e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -10114257.000000 Penalty: 3702.143066
	Iteration 2Q: 3 clusters Score -1.011426e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -10115131.000000 Penalty: 3702.143066
	Iteration 3Q: 3 clusters Score -1.011513e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -10116198.000000 Penalty: 3702.143066
	Iteration 4Q: 3 clusters Score -1.01162e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 47188 members 
Entering Unmasked Estep 
Score: -10117625.000000 Penalty: 3702.143066
	Iteration 5Q: 3 clusters Score -1.011762e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -10119493.000000 Penalty: 3702.143066
	Iteration 6Q: 3 clusters Score -1.011949e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -10122021.000000 Penalty: 3702.143066
	Iteration 7F: 3 clusters Score -1.012202e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 53569 members 
Entering Unmasked Estep 
Score: -10125167.000000 Penalty: 3702.143066
	Iteration 8F: 3 clusters Score -1.012517e+07 nChanged 4989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -10128614.000000 Penalty: 3702.143066
	Iteration 9F: 3 clusters Score -1.012861e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 58621 members 
Entering Unmasked Estep 
Score: -10131742.000000 Penalty: 3702.143066
	Iteration 10F: 3 clusters Score -1.013174e+07 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 60582 members 
Entering Unmasked Estep 
Score: -10133553.000000 Penalty: 3702.143066
	Iteration 11Q: 3 clusters Score -1.013355e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -10134537.000000 Penalty: 3702.143066
	Iteration 12Q: 3 clusters Score -1.013454e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -10135238.000000 Penalty: 3702.143066
	Iteration 13Q: 3 clusters Score -1.013524e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -10135892.000000 Penalty: 3702.143066
	Iteration 14Q: 3 clusters Score -1.013589e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 67586 members 
Entering Unmasked Estep 
Score: -10136522.000000 Penalty: 3702.143066
	Iteration 15Q: 3 clusters Score -1.013652e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 69430 members 
Entering Unmasked Estep 
Score: -10137312.000000 Penalty: 3702.143066
	Iteration 16Q: 3 clusters Score -1.013731e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 71330 members 
Entering Unmasked Estep 
Score: -10138174.000000 Penalty: 3702.143066
	Iteration 17Q: 3 clusters Score -1.013817e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 73267 members 
Entering Unmasked Estep 
Score: -10139079.000000 Penalty: 3702.143066
	Iteration 18Q: 3 clusters Score -1.013908e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 75202 members 
Entering Unmasked Estep 
Score: -10140086.000000 Penalty: 3702.143066
	Iteration 19Q: 3 clusters Score -1.014009e+07 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 77058 members 
Entering Unmasked Estep 
Score: -10141086.000000 Penalty: 3702.143066
	Iteration 20F: 3 clusters Score -1.014109e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 78839 members 
Entering Unmasked Estep 
Score: -10142011.000000 Penalty: 3702.143066
	Iteration 21Q: 3 clusters Score -1.014201e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -10142860.000000 Penalty: 3702.143066
	Iteration 22Q: 3 clusters Score -1.014286e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 81885 members 
Entering Unmasked Estep 
Score: -10143639.000000 Penalty: 3702.143066
	Iteration 23Q: 3 clusters Score -1.014364e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -10144459.000000 Penalty: 3702.143066
	Iteration 24Q: 3 clusters Score -1.014446e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -10145070.000000 Penalty: 3702.143066
	Iteration 25Q: 3 clusters Score -1.014507e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 85119 members 
Entering Unmasked Estep 
Score: -10145615.000000 Penalty: 3702.143066
	Iteration 26Q: 3 clusters Score -1.014562e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 85859 members 
Entering Unmasked Estep 
Score: -10146110.000000 Penalty: 3702.143066
	Iteration 27Q: 3 clusters Score -1.014611e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -10146533.000000 Penalty: 3702.143066
	Iteration 28Q: 3 clusters Score -1.014653e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 86765 members 
Entering Unmasked Estep 
Score: -10146826.000000 Penalty: 3702.143066
	Iteration 29Q: 3 clusters Score -1.014683e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 87022 members 
Entering Unmasked Estep 
Score: -10147030.000000 Penalty: 3702.143066
	Iteration 30Q: 3 clusters Score -1.014703e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -10147161.000000 Penalty: 3702.143066
	Iteration 31Q: 3 clusters Score -1.014716e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 87279 members 
Entering Unmasked Estep 
Score: -10147269.000000 Penalty: 3702.143066
	Iteration 32Q: 3 clusters Score -1.014727e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 87331 members 
Entering Unmasked Estep 
Score: -10147328.000000 Penalty: 3702.143066
	Iteration 33Q: 3 clusters Score -1.014733e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -10147337.000000 Penalty: 3702.143066
	Iteration 34Q: 3 clusters Score -1.014734e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 87407 members 
Entering Unmasked Estep 
Score: -10147363.000000 Penalty: 3702.143066
	Iteration 35Q: 3 clusters Score -1.014736e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 87436 members 
Entering Unmasked Estep 
Score: -10147373.000000 Penalty: 3702.143066
	Iteration 36Q: 3 clusters Score -1.014737e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 87456 members 
Entering Unmasked Estep 
Score: -10147396.000000 Penalty: 3702.143066
	Iteration 37Q: 3 clusters Score -1.01474e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 87467 members 
Entering Unmasked Estep 
Score: -10147395.000000 Penalty: 3702.143066
	Iteration 38Q: 3 clusters Score -1.01474e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 87480 members 
Entering Unmasked Estep 
Score: -10147403.000000 Penalty: 3702.143066
	Iteration 39Q: 3 clusters Score -1.01474e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -10147399.000000 Penalty: 3702.143066
	Iteration 40F: 3 clusters Score -1.01474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 87500 members 
Entering Unmasked Estep 
Score: -10147402.000000 Penalty: 3702.143066
	Iteration 41Q: 3 clusters Score -1.01474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -10147405.000000 Penalty: 3702.143066
	Iteration 42Q: 3 clusters Score -1.01474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -10147408.000000 Penalty: 3702.143066
	Iteration 43Q: 3 clusters Score -1.014741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 87505 members 
Entering Unmasked Estep 
Score: -10147406.000000 Penalty: 3702.143066
	Iteration 44Q: 3 clusters Score -1.014741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 87507 members 
Entering Unmasked Estep 
Score: -10147405.000000 Penalty: 3702.143066
	Iteration 45Q: 3 clusters Score -1.01474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 87508 members 
Entering Unmasked Estep 
Score: -10147414.000000 Penalty: 3702.143066
	Iteration 46Q: 3 clusters Score -1.014741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 87510 members 
Entering Unmasked Estep 
Score: -10147417.000000 Penalty: 3702.143066
	Iteration 47Q: 3 clusters Score -1.014742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -10147410.000000 Penalty: 3702.143066
	Iteration 48Q: 3 clusters Score -1.014741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -10147411.000000 Penalty: 3702.143066
	Iteration 49Q: 3 clusters Score -1.014741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10147402.000000 Penalty: 3702.143066
	Iteration 50Q: 3 clusters Score -1.01474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10147407.000000 Penalty: 3702.143066
	Iteration 51Q: 3 clusters Score -1.014741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 87519 members 
Entering Unmasked Estep 
Score: -10147407.000000 Penalty: 3702.143066
	Iteration 52F: 3 clusters Score -1.014741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (15262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Entering Unmasked Estep 
Score: -1740596.000000 Penalty: 1565.382202
	Iteration 0F: 2 clusters Score -1740596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1730016.750000 Penalty: 3130.764404
	Iteration 0F: 3 clusters Score -1730017 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1733646.375000 Penalty: 3130.764404
	Iteration 1F: 3 clusters Score -1733646 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1733987.875000 Penalty: 3130.764404
	Iteration 2F: 3 clusters Score -1733988 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1734285.375000 Penalty: 3130.764404
	Iteration 3F: 3 clusters Score -1734285 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1734559.750000 Penalty: 3130.764404
	Iteration 4Q: 3 clusters Score -1734560 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1734834.250000 Penalty: 3130.764404
	Iteration 5Q: 3 clusters Score -1734834 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1735118.000000 Penalty: 3130.764404
	Iteration 6Q: 3 clusters Score -1735118 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1735413.125000 Penalty: 3130.764404
	Iteration 7Q: 3 clusters Score -1735413 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1735687.125000 Penalty: 3130.764404
	Iteration 8Q: 3 clusters Score -1735687 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1735960.000000 Penalty: 3130.764404
	Iteration 9Q: 3 clusters Score -1735960 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1736210.875000 Penalty: 3130.764404
	Iteration 10Q: 3 clusters Score -1736211 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1736410.375000 Penalty: 3130.764404
	Iteration 11Q: 3 clusters Score -1736410 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1736605.500000 Penalty: 3130.764404
	Iteration 12Q: 3 clusters Score -1736606 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1736817.000000 Penalty: 3130.764404
	Iteration 13Q: 3 clusters Score -1736817 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1737111.250000 Penalty: 3130.764404
	Iteration 14Q: 3 clusters Score -1737111 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1737439.625000 Penalty: 3130.764404
	Iteration 15Q: 3 clusters Score -1737440 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1737782.500000 Penalty: 3130.764404
	Iteration 16Q: 3 clusters Score -1737782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1738144.250000 Penalty: 3130.764404
	Iteration 17Q: 3 clusters Score -1738144 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1738475.000000 Penalty: 3130.764404
	Iteration 18Q: 3 clusters Score -1738475 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1738749.750000 Penalty: 3130.764404
	Iteration 19Q: 3 clusters Score -1738750 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1738973.500000 Penalty: 3130.764404
	Iteration 20F: 3 clusters Score -1738974 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1739126.750000 Penalty: 3130.764404
	Iteration 21Q: 3 clusters Score -1739127 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1739228.500000 Penalty: 3130.764404
	Iteration 22Q: 3 clusters Score -1739228 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1739305.875000 Penalty: 3130.764404
	Iteration 23Q: 3 clusters Score -1739306 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1739362.250000 Penalty: 3130.764404
	Iteration 24Q: 3 clusters Score -1739362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1739396.000000 Penalty: 3130.764404
	Iteration 25Q: 3 clusters Score -1739396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1739416.750000 Penalty: 3130.764404
	Iteration 26Q: 3 clusters Score -1739417 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1739439.000000 Penalty: 3130.764404
	Iteration 27Q: 3 clusters Score -1739439 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1739460.375000 Penalty: 3130.764404
	Iteration 28Q: 3 clusters Score -1739460 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1739482.875000 Penalty: 3130.764404
	Iteration 29Q: 3 clusters Score -1739483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1739503.625000 Penalty: 3130.764404
	Iteration 30Q: 3 clusters Score -1739504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1739513.875000 Penalty: 3130.764404
	Iteration 31Q: 3 clusters Score -1739514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1739523.125000 Penalty: 3130.764404
	Iteration 32Q: 3 clusters Score -1739523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1739532.875000 Penalty: 3130.764404
	Iteration 33Q: 3 clusters Score -1739533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1739536.375000 Penalty: 3130.764404
	Iteration 34Q: 3 clusters Score -1739536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1739539.500000 Penalty: 3130.764404
	Iteration 35Q: 3 clusters Score -1739540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1739539.375000 Penalty: 3130.764404
	Iteration 36Q: 3 clusters Score -1739539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1739541.750000 Penalty: 3130.764404
	Iteration 37Q: 3 clusters Score -1739542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1739540.875000 Penalty: 3130.764404
	Iteration 38Q: 3 clusters Score -1739541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1739541.250000 Penalty: 3130.764404
	Iteration 39Q: 3 clusters Score -1739541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1739540.500000 Penalty: 3130.764404
	Iteration 40F: 3 clusters Score -1739540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -43540.417969 Penalty: 1003.578430
	Iteration 0F: 2 clusters Score -43540.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42502.808594 Penalty: 2007.156860
	Iteration 0F: 3 clusters Score -42502.81 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42771.597656 Penalty: 2007.156860
	Iteration 1F: 3 clusters Score -42771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42914.492188 Penalty: 2007.156860
	Iteration 2F: 3 clusters Score -42914.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -43040.648438 Penalty: 2007.156860
	Iteration 3Q: 3 clusters Score -43040.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -43087.371094 Penalty: 2007.156860
	Iteration 4Q: 3 clusters Score -43087.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -43150.570312 Penalty: 2007.156860
	Iteration 5Q: 3 clusters Score -43150.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -43196.546875 Penalty: 2007.156860
	Iteration 6Q: 3 clusters Score -43196.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -43235.742188 Penalty: 2007.156860
	Iteration 7Q: 3 clusters Score -43235.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43276.394531 Penalty: 2007.156860
	Iteration 8Q: 3 clusters Score -43276.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -43318.445312 Penalty: 2007.156860
	Iteration 9Q: 3 clusters Score -43318.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -43339.089844 Penalty: 2007.156860
	Iteration 10Q: 3 clusters Score -43339.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -43351.281250 Penalty: 2007.156860
	Iteration 11Q: 3 clusters Score -43351.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43356.210938 Penalty: 2007.156860
	Iteration 12Q: 3 clusters Score -43356.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43358.781250 Penalty: 2007.156860
	Iteration 13Q: 3 clusters Score -43358.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43358.781250 Penalty: 2007.156860
	Iteration 14F: 3 clusters Score -43358.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 3511 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2702 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9422 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6985 members 
Mstep: Class 41 contains 171 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6100 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88540 members 
Mstep: Class 47 contains 15262 members 
Mstep: Class 48 contains 481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153780.000000 Penalty: 101907.343750
Iteration 159Q: 50 clusters Score -4.015378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 629 members 
Mstep: Class 5 contains 44574 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6987 members 
Mstep: Class 41 contains 172 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4646 members 
Mstep: Class 45 contains 723 members 
Mstep: Class 46 contains 88536 members 
Mstep: Class 47 contains 15255 members 
Mstep: Class 48 contains 481 members 
Mstep: Class 49 contains 410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153860.000000 Penalty: 101907.343750
Iteration 160F: 50 clusters Score -4.015386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44574 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1576 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2703 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 6997 members 
Mstep: Class 41 contains 179 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88530 members 
Mstep: Class 47 contains 15248 members 
Mstep: Class 48 contains 477 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153960.000000 Penalty: 101907.343750
Iteration 161Q: 50 clusters Score -4.015396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44573 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4956 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7008 members 
Mstep: Class 41 contains 181 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4647 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88526 members 
Mstep: Class 47 contains 15241 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153972.000000 Penalty: 101907.343750
Iteration 162Q: 50 clusters Score -4.015397e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2562 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44573 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1575 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2705 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7014 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88522 members 
Mstep: Class 47 contains 15237 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153960.000000 Penalty: 101907.343750
Iteration 163Q: 50 clusters Score -4.015396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2561 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44575 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4428 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2276 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2706 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15188 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7017 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88522 members 
Mstep: Class 47 contains 15233 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153984.000000 Penalty: 101907.343750
Iteration 164Q: 50 clusters Score -4.015398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4955 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2708 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2645 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7026 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88519 members 
Mstep: Class 47 contains 15226 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153980.000000 Penalty: 101907.343750
Iteration 165Q: 50 clusters Score -4.015398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2560 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13730 members 
Mstep: Class 10 contains 4954 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28048 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 693 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5809 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7032 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88519 members 
Mstep: Class 47 contains 15216 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153964.000000 Penalty: 101907.343750
Iteration 166Q: 50 clusters Score -4.015396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2559 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3513 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5742 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5810 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7036 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4648 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88518 members 
Mstep: Class 47 contains 15213 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153984.000000 Penalty: 101907.343750
Iteration 167Q: 50 clusters Score -4.015398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4953 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28047 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5743 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5809 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1543 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7040 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88518 members 
Mstep: Class 47 contains 15206 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153988.000000 Penalty: 101907.343750
Iteration 168Q: 50 clusters Score -4.015399e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44576 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28049 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5744 members 
Mstep: Class 20 contains 2722 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5808 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1544 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7041 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88518 members 
Mstep: Class 47 contains 15201 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154000.000000 Penalty: 101907.343750
Iteration 169Q: 50 clusters Score -4.0154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4428 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7043 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88515 members 
Mstep: Class 47 contains 15197 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154000.000000 Penalty: 101907.343750
Iteration 170Q: 50 clusters Score -4.0154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5746 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7044 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88515 members 
Mstep: Class 47 contains 15197 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153996.000000 Penalty: 101907.343750
Iteration 171Q: 50 clusters Score -4.0154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7045 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88514 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154000.000000 Penalty: 101907.343750
Iteration 172Q: 50 clusters Score -4.0154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40153996.000000 Penalty: 101907.343750
Iteration 173Q: 50 clusters Score -4.0154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 182 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 475 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154000.000000 Penalty: 101907.343750
Iteration 174F: 50 clusters Score -4.0154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 184 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 473 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154032.000000 Penalty: 101907.343750
Iteration 175Q: 50 clusters Score -4.015403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 185 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 472 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154048.000000 Penalty: 101907.343750
Iteration 176Q: 50 clusters Score -4.015405e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 628 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154060.000000 Penalty: 101907.343750
Iteration 177Q: 50 clusters Score -4.015406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 472 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154064.000000 Penalty: 101907.343750
Iteration 178Q: 50 clusters Score -4.015406e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 186 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 472 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154064.000000 Penalty: 101907.343750
Iteration 179F: 50 clusters Score -4.015406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 187 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88513 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154072.000000 Penalty: 101907.343750
Iteration 180F: 50 clusters Score -4.015407e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88512 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154076.000000 Penalty: 101907.343750
Iteration 181Q: 50 clusters Score -4.015408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88512 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40154076.000000 Penalty: 101907.343750
Iteration 182F: 50 clusters Score -4.015408e+07 nChanged 0
Entering ConstructFrom: 
Score: -40154076.000000 Penalty: 101907.343750
Entering ConstructFrom: 
Trying to split cluster 1 (2735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Entering Unmasked Estep 
Score: -307852.656250 Penalty: 1286.006592
	Iteration 0F: 2 clusters Score -307852.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -305293.718750 Penalty: 2572.013184
	Iteration 0F: 3 clusters Score -305293.7 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -305838.218750 Penalty: 2572.013184
	Iteration 1F: 3 clusters Score -305838.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -305958.562500 Penalty: 2572.013184
	Iteration 2F: 3 clusters Score -305958.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -306028.250000 Penalty: 2572.013184
	Iteration 3Q: 3 clusters Score -306028.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -306085.781250 Penalty: 2572.013184
	Iteration 4Q: 3 clusters Score -306085.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -306143.343750 Penalty: 2572.013184
	Iteration 5Q: 3 clusters Score -306143.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -306205.281250 Penalty: 2572.013184
	Iteration 6Q: 3 clusters Score -306205.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -306270.031250 Penalty: 2572.013184
	Iteration 7Q: 3 clusters Score -306270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -306339.593750 Penalty: 2572.013184
	Iteration 8Q: 3 clusters Score -306339.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -306409.531250 Penalty: 2572.013184
	Iteration 9Q: 3 clusters Score -306409.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -306462.906250 Penalty: 2572.013184
	Iteration 10Q: 3 clusters Score -306462.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -306510.687500 Penalty: 2572.013184
	Iteration 11Q: 3 clusters Score -306510.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -306570.625000 Penalty: 2572.013184
	Iteration 12Q: 3 clusters Score -306570.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -306620.656250 Penalty: 2572.013184
	Iteration 13Q: 3 clusters Score -306620.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -306674.218750 Penalty: 2572.013184
	Iteration 14Q: 3 clusters Score -306674.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306720.750000 Penalty: 2572.013184
	Iteration 15Q: 3 clusters Score -306720.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -306771.593750 Penalty: 2572.013184
	Iteration 16Q: 3 clusters Score -306771.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -306810.031250 Penalty: 2572.013184
	Iteration 17Q: 3 clusters Score -306810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -306846.125000 Penalty: 2572.013184
	Iteration 18Q: 3 clusters Score -306846.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -306879.031250 Penalty: 2572.013184
	Iteration 19Q: 3 clusters Score -306879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -306907.906250 Penalty: 2572.013184
	Iteration 20F: 3 clusters Score -306907.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -306932.687500 Penalty: 2572.013184
	Iteration 21Q: 3 clusters Score -306932.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -306953.593750 Penalty: 2572.013184
	Iteration 22Q: 3 clusters Score -306953.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -306984.656250 Penalty: 2572.013184
	Iteration 23Q: 3 clusters Score -306984.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -307014.531250 Penalty: 2572.013184
	Iteration 24Q: 3 clusters Score -307014.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -307041.000000 Penalty: 2572.013184
	Iteration 25Q: 3 clusters Score -307041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -307058.656250 Penalty: 2572.013184
	Iteration 26Q: 3 clusters Score -307058.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -307071.750000 Penalty: 2572.013184
	Iteration 27Q: 3 clusters Score -307071.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -307081.656250 Penalty: 2572.013184
	Iteration 28Q: 3 clusters Score -307081.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -307092.281250 Penalty: 2572.013184
	Iteration 29Q: 3 clusters Score -307092.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -307104.343750 Penalty: 2572.013184
	Iteration 30Q: 3 clusters Score -307104.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -307117.000000 Penalty: 2572.013184
	Iteration 31Q: 3 clusters Score -307117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -307126.562500 Penalty: 2572.013184
	Iteration 32Q: 3 clusters Score -307126.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -307135.406250 Penalty: 2572.013184
	Iteration 33Q: 3 clusters Score -307135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -307146.562500 Penalty: 2572.013184
	Iteration 34Q: 3 clusters Score -307146.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -307155.093750 Penalty: 2572.013184
	Iteration 35Q: 3 clusters Score -307155.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -307158.250000 Penalty: 2572.013184
	Iteration 36Q: 3 clusters Score -307158.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -307162.375000 Penalty: 2572.013184
	Iteration 37Q: 3 clusters Score -307162.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -307165.281250 Penalty: 2572.013184
	Iteration 38Q: 3 clusters Score -307165.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -307167.750000 Penalty: 2572.013184
	Iteration 39Q: 3 clusters Score -307167.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -307167.562500 Penalty: 2572.013184
	Iteration 40F: 3 clusters Score -307167.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -307168.906250 Penalty: 2572.013184
	Iteration 41Q: 3 clusters Score -307168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -307168.906250 Penalty: 2572.013184
	Iteration 42F: 3 clusters Score -307168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -289707.718750 Penalty: 1275.070923
	Iteration 0F: 2 clusters Score -289707.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -287282.750000 Penalty: 2550.141846
	Iteration 0F: 3 clusters Score -287282.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -287820.343750 Penalty: 2550.141846
	Iteration 1F: 3 clusters Score -287820.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -287960.937500 Penalty: 2550.141846
	Iteration 2F: 3 clusters Score -287960.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -288052.093750 Penalty: 2550.141846
	Iteration 3F: 3 clusters Score -288052.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -288097.031250 Penalty: 2550.141846
	Iteration 4Q: 3 clusters Score -288097 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -288138.562500 Penalty: 2550.141846
	Iteration 5Q: 3 clusters Score -288138.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -288170.312500 Penalty: 2550.141846
	Iteration 6Q: 3 clusters Score -288170.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -288206.625000 Penalty: 2550.141846
	Iteration 7Q: 3 clusters Score -288206.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -288240.843750 Penalty: 2550.141846
	Iteration 8Q: 3 clusters Score -288240.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -288268.625000 Penalty: 2550.141846
	Iteration 9Q: 3 clusters Score -288268.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -288298.156250 Penalty: 2550.141846
	Iteration 10Q: 3 clusters Score -288298.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -288319.687500 Penalty: 2550.141846
	Iteration 11Q: 3 clusters Score -288319.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -288335.562500 Penalty: 2550.141846
	Iteration 12Q: 3 clusters Score -288335.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -288348.343750 Penalty: 2550.141846
	Iteration 13Q: 3 clusters Score -288348.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -288360.593750 Penalty: 2550.141846
	Iteration 14Q: 3 clusters Score -288360.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -288373.750000 Penalty: 2550.141846
	Iteration 15Q: 3 clusters Score -288373.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -288384.468750 Penalty: 2550.141846
	Iteration 16Q: 3 clusters Score -288384.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -288399.250000 Penalty: 2550.141846
	Iteration 17Q: 3 clusters Score -288399.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -288417.000000 Penalty: 2550.141846
	Iteration 18Q: 3 clusters Score -288417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -288429.750000 Penalty: 2550.141846
	Iteration 19Q: 3 clusters Score -288429.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -288438.781250 Penalty: 2550.141846
	Iteration 20F: 3 clusters Score -288438.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -288444.812500 Penalty: 2550.141846
	Iteration 21Q: 3 clusters Score -288444.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -288452.000000 Penalty: 2550.141846
	Iteration 22Q: 3 clusters Score -288452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -288458.656250 Penalty: 2550.141846
	Iteration 23Q: 3 clusters Score -288458.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -288462.968750 Penalty: 2550.141846
	Iteration 24Q: 3 clusters Score -288463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -288465.968750 Penalty: 2550.141846
	Iteration 25Q: 3 clusters Score -288466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -288468.656250 Penalty: 2550.141846
	Iteration 26Q: 3 clusters Score -288468.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -288471.218750 Penalty: 2550.141846
	Iteration 27Q: 3 clusters Score -288471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -288476.093750 Penalty: 2550.141846
	Iteration 28Q: 3 clusters Score -288476.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -288479.812500 Penalty: 2550.141846
	Iteration 29Q: 3 clusters Score -288479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -288484.781250 Penalty: 2550.141846
	Iteration 30Q: 3 clusters Score -288484.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -288487.093750 Penalty: 2550.141846
	Iteration 31Q: 3 clusters Score -288487.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -288492.187500 Penalty: 2550.141846
	Iteration 32Q: 3 clusters Score -288492.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -288497.125000 Penalty: 2550.141846
	Iteration 33Q: 3 clusters Score -288497.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -288502.781250 Penalty: 2550.141846
	Iteration 34Q: 3 clusters Score -288502.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -288507.000000 Penalty: 2550.141846
	Iteration 35Q: 3 clusters Score -288507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -288513.156250 Penalty: 2550.141846
	Iteration 36Q: 3 clusters Score -288513.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -288520.156250 Penalty: 2550.141846
	Iteration 37Q: 3 clusters Score -288520.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -288529.031250 Penalty: 2550.141846
	Iteration 38Q: 3 clusters Score -288529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -288533.687500 Penalty: 2550.141846
	Iteration 39Q: 3 clusters Score -288533.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -288540.312500 Penalty: 2550.141846
	Iteration 40F: 3 clusters Score -288540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288546.281250 Penalty: 2550.141846
	Iteration 41Q: 3 clusters Score -288546.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -288550.031250 Penalty: 2550.141846
	Iteration 42Q: 3 clusters Score -288550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -288556.093750 Penalty: 2550.141846
	Iteration 43Q: 3 clusters Score -288556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -288559.562500 Penalty: 2550.141846
	Iteration 44Q: 3 clusters Score -288559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -288565.937500 Penalty: 2550.141846
	Iteration 45Q: 3 clusters Score -288565.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -288572.937500 Penalty: 2550.141846
	Iteration 46Q: 3 clusters Score -288572.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -288578.156250 Penalty: 2550.141846
	Iteration 47Q: 3 clusters Score -288578.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -288586.156250 Penalty: 2550.141846
	Iteration 48Q: 3 clusters Score -288586.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -288594.031250 Penalty: 2550.141846
	Iteration 49Q: 3 clusters Score -288594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -288600.000000 Penalty: 2550.141846
	Iteration 50Q: 3 clusters Score -288600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -288604.125000 Penalty: 2550.141846
	Iteration 51Q: 3 clusters Score -288604.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -288606.906250 Penalty: 2550.141846
	Iteration 52Q: 3 clusters Score -288606.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -288608.312500 Penalty: 2550.141846
	Iteration 53Q: 3 clusters Score -288608.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -288611.781250 Penalty: 2550.141846
	Iteration 54Q: 3 clusters Score -288611.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -288613.843750 Penalty: 2550.141846
	Iteration 55Q: 3 clusters Score -288613.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -288614.500000 Penalty: 2550.141846
	Iteration 56Q: 3 clusters Score -288614.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -288616.062500 Penalty: 2550.141846
	Iteration 57Q: 3 clusters Score -288616.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -288616.062500 Penalty: 2550.141846
	Iteration 58F: 3 clusters Score -288616.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -500111.906250 Penalty: 1364.265015
	Iteration 0F: 2 clusters Score -500111.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -496525.812500 Penalty: 2728.530029
	Iteration 0F: 3 clusters Score -496525.8 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -497469.468750 Penalty: 2728.530029
	Iteration 1F: 3 clusters Score -497469.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -497672.843750 Penalty: 2728.530029
	Iteration 2F: 3 clusters Score -497672.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -497814.968750 Penalty: 2728.530029
	Iteration 3F: 3 clusters Score -497815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -497947.468750 Penalty: 2728.530029
	Iteration 4Q: 3 clusters Score -497947.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -498098.531250 Penalty: 2728.530029
	Iteration 5Q: 3 clusters Score -498098.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -498280.906250 Penalty: 2728.530029
	Iteration 6Q: 3 clusters Score -498280.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -498484.343750 Penalty: 2728.530029
	Iteration 7F: 3 clusters Score -498484.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -498691.406250 Penalty: 2728.530029
	Iteration 8Q: 3 clusters Score -498691.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -498856.250000 Penalty: 2728.530029
	Iteration 9Q: 3 clusters Score -498856.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -498967.750000 Penalty: 2728.530029
	Iteration 10Q: 3 clusters Score -498967.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -499042.156250 Penalty: 2728.530029
	Iteration 11Q: 3 clusters Score -499042.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -499092.468750 Penalty: 2728.530029
	Iteration 12Q: 3 clusters Score -499092.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -499116.187500 Penalty: 2728.530029
	Iteration 13Q: 3 clusters Score -499116.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -499126.656250 Penalty: 2728.530029
	Iteration 14Q: 3 clusters Score -499126.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -499134.968750 Penalty: 2728.530029
	Iteration 15Q: 3 clusters Score -499135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -499138.562500 Penalty: 2728.530029
	Iteration 16Q: 3 clusters Score -499138.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -499140.562500 Penalty: 2728.530029
	Iteration 17Q: 3 clusters Score -499140.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499142.750000 Penalty: 2728.530029
	Iteration 18Q: 3 clusters Score -499142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -499145.343750 Penalty: 2728.530029
	Iteration 19Q: 3 clusters Score -499145.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -499148.187500 Penalty: 2728.530029
	Iteration 20F: 3 clusters Score -499148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -499150.250000 Penalty: 2728.530029
	Iteration 21Q: 3 clusters Score -499150.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -499153.562500 Penalty: 2728.530029
	Iteration 22Q: 3 clusters Score -499153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -499156.187500 Penalty: 2728.530029
	Iteration 23Q: 3 clusters Score -499156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -499159.531250 Penalty: 2728.530029
	Iteration 24Q: 3 clusters Score -499159.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -499162.218750 Penalty: 2728.530029
	Iteration 25Q: 3 clusters Score -499162.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -499165.031250 Penalty: 2728.530029
	Iteration 26Q: 3 clusters Score -499165 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -499168.156250 Penalty: 2728.530029
	Iteration 27Q: 3 clusters Score -499168.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -499169.531250 Penalty: 2728.530029
	Iteration 28Q: 3 clusters Score -499169.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -499171.031250 Penalty: 2728.530029
	Iteration 29Q: 3 clusters Score -499171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -499173.187500 Penalty: 2728.530029
	Iteration 30Q: 3 clusters Score -499173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -499174.781250 Penalty: 2728.530029
	Iteration 31Q: 3 clusters Score -499174.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -499176.281250 Penalty: 2728.530029
	Iteration 32Q: 3 clusters Score -499176.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -499176.250000 Penalty: 2728.530029
	Iteration 33Q: 3 clusters Score -499176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -499177.937500 Penalty: 2728.530029
	Iteration 34Q: 3 clusters Score -499177.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -499178.343750 Penalty: 2728.530029
	Iteration 35Q: 3 clusters Score -499178.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -499179.968750 Penalty: 2728.530029
	Iteration 36Q: 3 clusters Score -499180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -499180.375000 Penalty: 2728.530029
	Iteration 37Q: 3 clusters Score -499180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -499180.281250 Penalty: 2728.530029
	Iteration 38Q: 3 clusters Score -499180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -499180.281250 Penalty: 2728.530029
	Iteration 39F: 3 clusters Score -499180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -41721.464844 Penalty: 1046.653809
	Iteration 0F: 2 clusters Score -41721.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -40826.105469 Penalty: 2093.307617
	Iteration 0F: 3 clusters Score -40826.11 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -41220.765625 Penalty: 2093.307617
	Iteration 1F: 3 clusters Score -41220.77 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41435.480469 Penalty: 2093.307617
	Iteration 2F: 3 clusters Score -41435.48 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41614.804688 Penalty: 2093.307617
	Iteration 3F: 3 clusters Score -41614.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41732.773438 Penalty: 2093.307617
	Iteration 4F: 3 clusters Score -41732.77 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41770.625000 Penalty: 2093.307617
	Iteration 5Q: 3 clusters Score -41770.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41778.785156 Penalty: 2093.307617
	Iteration 6Q: 3 clusters Score -41778.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41786.515625 Penalty: 2093.307617
	Iteration 7Q: 3 clusters Score -41786.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41788.042969 Penalty: 2093.307617
	Iteration 8Q: 3 clusters Score -41788.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41791.835938 Penalty: 2093.307617
	Iteration 9Q: 3 clusters Score -41791.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -41806.039062 Penalty: 2093.307617
	Iteration 10Q: 3 clusters Score -41806.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -41813.496094 Penalty: 2093.307617
	Iteration 11Q: 3 clusters Score -41813.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -41816.351562 Penalty: 2093.307617
	Iteration 12Q: 3 clusters Score -41816.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41823.261719 Penalty: 2093.307617
	Iteration 13Q: 3 clusters Score -41823.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -41829.296875 Penalty: 2093.307617
	Iteration 14Q: 3 clusters Score -41829.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -41832.039062 Penalty: 2093.307617
	Iteration 15Q: 3 clusters Score -41832.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41833.347656 Penalty: 2093.307617
	Iteration 16Q: 3 clusters Score -41833.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -41835.363281 Penalty: 2093.307617
	Iteration 17Q: 3 clusters Score -41835.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41835.828125 Penalty: 2093.307617
	Iteration 18Q: 3 clusters Score -41835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41835.828125 Penalty: 2093.307617
	Iteration 19F: 3 clusters Score -41835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 369 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88512 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Mstep: Class 50 contains 258 members 
Entering Unmasked Estep 
Score: -40153152.000000 Penalty: 103987.085938
Splitting cluster 4 changes total score from -40154076.000000 to -40153152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (44577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44577 members 
Entering Unmasked Estep 
Score: -5198228.000000 Penalty: 1739.558105
	Iteration 0F: 2 clusters Score -5198228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -5168485.000000 Penalty: 3479.116211
	Iteration 0F: 3 clusters Score -5168485 nChanged 20923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -5180047.000000 Penalty: 3479.116211
	Iteration 1F: 3 clusters Score -5180047 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
Score: -5180538.500000 Penalty: 3479.116211
	Iteration 2Q: 3 clusters Score -5180538 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -5181298.000000 Penalty: 3479.116211
	Iteration 3Q: 3 clusters Score -5181298 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -5182408.000000 Penalty: 3479.116211
	Iteration 4Q: 3 clusters Score -5182408 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -5184363.000000 Penalty: 3479.116211
	Iteration 5F: 3 clusters Score -5184363 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -5187305.500000 Penalty: 3479.116211
	Iteration 6F: 3 clusters Score -5187306 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -5190973.000000 Penalty: 3479.116211
	Iteration 7F: 3 clusters Score -5190973 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5193958.500000 Penalty: 3479.116211
	Iteration 8F: 3 clusters Score -5193958 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5195635.500000 Penalty: 3479.116211
	Iteration 9Q: 3 clusters Score -5195636 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5196390.500000 Penalty: 3479.116211
	Iteration 10Q: 3 clusters Score -5196390 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5196732.500000 Penalty: 3479.116211
	Iteration 11Q: 3 clusters Score -5196732 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5196935.500000 Penalty: 3479.116211
	Iteration 12Q: 3 clusters Score -5196936 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -5197022.500000 Penalty: 3479.116211
	Iteration 13Q: 3 clusters Score -5197022 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5197066.500000 Penalty: 3479.116211
	Iteration 14Q: 3 clusters Score -5197066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5197085.000000 Penalty: 3479.116211
	Iteration 15Q: 3 clusters Score -5197085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5197115.000000 Penalty: 3479.116211
	Iteration 16Q: 3 clusters Score -5197115 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -5197128.500000 Penalty: 3479.116211
	Iteration 17Q: 3 clusters Score -5197128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5197145.000000 Penalty: 3479.116211
	Iteration 18Q: 3 clusters Score -5197145 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5197149.000000 Penalty: 3479.116211
	Iteration 19Q: 3 clusters Score -5197149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5197151.500000 Penalty: 3479.116211
	Iteration 20F: 3 clusters Score -5197152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5197160.500000 Penalty: 3479.116211
	Iteration 21Q: 3 clusters Score -5197160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5197172.500000 Penalty: 3479.116211
	Iteration 22Q: 3 clusters Score -5197172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5197182.000000 Penalty: 3479.116211
	Iteration 23Q: 3 clusters Score -5197182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5197187.000000 Penalty: 3479.116211
	Iteration 24Q: 3 clusters Score -5197187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5197193.500000 Penalty: 3479.116211
	Iteration 25Q: 3 clusters Score -5197194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5197193.500000 Penalty: 3479.116211
	Iteration 26Q: 3 clusters Score -5197194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5197194.500000 Penalty: 3479.116211
	Iteration 27Q: 3 clusters Score -5197194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5197199.500000 Penalty: 3479.116211
	Iteration 28Q: 3 clusters Score -5197200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -5197206.000000 Penalty: 3479.116211
	Iteration 29Q: 3 clusters Score -5197206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -5197207.000000 Penalty: 3479.116211
	Iteration 30Q: 3 clusters Score -5197207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5197210.000000 Penalty: 3479.116211
	Iteration 31Q: 3 clusters Score -5197210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5197211.500000 Penalty: 3479.116211
	Iteration 32Q: 3 clusters Score -5197212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -5197211.000000 Penalty: 3479.116211
	Iteration 33Q: 3 clusters Score -5197211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5197208.000000 Penalty: 3479.116211
	Iteration 34Q: 3 clusters Score -5197208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5197208.000000 Penalty: 3479.116211
	Iteration 35F: 3 clusters Score -5197208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Entering Unmasked Estep 
Score: -399622.500000 Penalty: 1326.733032
	Iteration 0F: 2 clusters Score -399622.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -396595.718750 Penalty: 2653.466064
	Iteration 0F: 3 clusters Score -396595.7 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -397399.031250 Penalty: 2653.466064
	Iteration 1F: 3 clusters Score -397399 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -397602.218750 Penalty: 2653.466064
	Iteration 2F: 3 clusters Score -397602.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -397790.250000 Penalty: 2653.466064
	Iteration 3F: 3 clusters Score -397790.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -397935.875000 Penalty: 2653.466064
	Iteration 4F: 3 clusters Score -397935.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -398041.312500 Penalty: 2653.466064
	Iteration 5Q: 3 clusters Score -398041.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -398133.562500 Penalty: 2653.466064
	Iteration 6Q: 3 clusters Score -398133.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -398217.531250 Penalty: 2653.466064
	Iteration 7Q: 3 clusters Score -398217.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -398277.031250 Penalty: 2653.466064
	Iteration 8Q: 3 clusters Score -398277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -398322.843750 Penalty: 2653.466064
	Iteration 9Q: 3 clusters Score -398322.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -398358.687500 Penalty: 2653.466064
	Iteration 10Q: 3 clusters Score -398358.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -398390.781250 Penalty: 2653.466064
	Iteration 11Q: 3 clusters Score -398390.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -398420.781250 Penalty: 2653.466064
	Iteration 12Q: 3 clusters Score -398420.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -398436.656250 Penalty: 2653.466064
	Iteration 13Q: 3 clusters Score -398436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -398443.875000 Penalty: 2653.466064
	Iteration 14Q: 3 clusters Score -398443.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -398450.468750 Penalty: 2653.466064
	Iteration 15Q: 3 clusters Score -398450.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -398459.843750 Penalty: 2653.466064
	Iteration 16Q: 3 clusters Score -398459.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -398472.593750 Penalty: 2653.466064
	Iteration 17Q: 3 clusters Score -398472.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -398482.000000 Penalty: 2653.466064
	Iteration 18Q: 3 clusters Score -398482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -398491.218750 Penalty: 2653.466064
	Iteration 19Q: 3 clusters Score -398491.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -398497.968750 Penalty: 2653.466064
	Iteration 20F: 3 clusters Score -398498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -398504.718750 Penalty: 2653.466064
	Iteration 21Q: 3 clusters Score -398504.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -398510.562500 Penalty: 2653.466064
	Iteration 22Q: 3 clusters Score -398510.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -398515.906250 Penalty: 2653.466064
	Iteration 23Q: 3 clusters Score -398515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -398520.125000 Penalty: 2653.466064
	Iteration 24Q: 3 clusters Score -398520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -398521.718750 Penalty: 2653.466064
	Iteration 25Q: 3 clusters Score -398521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -398525.218750 Penalty: 2653.466064
	Iteration 26Q: 3 clusters Score -398525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -398528.968750 Penalty: 2653.466064
	Iteration 27Q: 3 clusters Score -398529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -398532.250000 Penalty: 2653.466064
	Iteration 28Q: 3 clusters Score -398532.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -398534.593750 Penalty: 2653.466064
	Iteration 29Q: 3 clusters Score -398534.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -398537.406250 Penalty: 2653.466064
	Iteration 30Q: 3 clusters Score -398537.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -398539.656250 Penalty: 2653.466064
	Iteration 31Q: 3 clusters Score -398539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -398544.031250 Penalty: 2653.466064
	Iteration 32Q: 3 clusters Score -398544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -398545.000000 Penalty: 2653.466064
	Iteration 33Q: 3 clusters Score -398545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -398545.437500 Penalty: 2653.466064
	Iteration 34Q: 3 clusters Score -398545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -398547.937500 Penalty: 2653.466064
	Iteration 35Q: 3 clusters Score -398547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -398550.812500 Penalty: 2653.466064
	Iteration 36Q: 3 clusters Score -398550.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -398552.906250 Penalty: 2653.466064
	Iteration 37Q: 3 clusters Score -398552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -398554.500000 Penalty: 2653.466064
	Iteration 38Q: 3 clusters Score -398554.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -398555.062500 Penalty: 2653.466064
	Iteration 39Q: 3 clusters Score -398555.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -398555.062500 Penalty: 2653.466064
	Iteration 40F: 3 clusters Score -398555.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Entering Unmasked Estep 
Score: -2400254.500000 Penalty: 1615.807251
	Iteration 0F: 2 clusters Score -2400254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2386076.500000 Penalty: 3231.614502
	Iteration 0F: 3 clusters Score -2386076 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -2391154.500000 Penalty: 3231.614502
	Iteration 1F: 3 clusters Score -2391154 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2391482.250000 Penalty: 3231.614502
	Iteration 2Q: 3 clusters Score -2391482 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2391765.000000 Penalty: 3231.614502
	Iteration 3Q: 3 clusters Score -2391765 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2392037.500000 Penalty: 3231.614502
	Iteration 4Q: 3 clusters Score -2392038 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -2392292.500000 Penalty: 3231.614502
	Iteration 5Q: 3 clusters Score -2392292 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -2392518.250000 Penalty: 3231.614502
	Iteration 6Q: 3 clusters Score -2392518 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2392802.250000 Penalty: 3231.614502
	Iteration 7Q: 3 clusters Score -2392802 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2393146.750000 Penalty: 3231.614502
	Iteration 8Q: 3 clusters Score -2393147 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -2393565.500000 Penalty: 3231.614502
	Iteration 9Q: 3 clusters Score -2393566 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -2394066.000000 Penalty: 3231.614502
	Iteration 10Q: 3 clusters Score -2394066 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2394693.000000 Penalty: 3231.614502
	Iteration 11Q: 3 clusters Score -2394693 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2395433.500000 Penalty: 3231.614502
	Iteration 12F: 3 clusters Score -2395434 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2396172.250000 Penalty: 3231.614502
	Iteration 13F: 3 clusters Score -2396172 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2396867.750000 Penalty: 3231.614502
	Iteration 14Q: 3 clusters Score -2396868 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2397482.000000 Penalty: 3231.614502
	Iteration 15Q: 3 clusters Score -2397482 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2397954.000000 Penalty: 3231.614502
	Iteration 16Q: 3 clusters Score -2397954 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2398283.250000 Penalty: 3231.614502
	Iteration 17Q: 3 clusters Score -2398283 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -2398483.750000 Penalty: 3231.614502
	Iteration 18Q: 3 clusters Score -2398484 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -2398620.750000 Penalty: 3231.614502
	Iteration 19Q: 3 clusters Score -2398621 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -2398703.750000 Penalty: 3231.614502
	Iteration 20F: 3 clusters Score -2398704 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2398750.750000 Penalty: 3231.614502
	Iteration 21Q: 3 clusters Score -2398751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -2398780.250000 Penalty: 3231.614502
	Iteration 22Q: 3 clusters Score -2398780 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 20400 members 
Entering Unmasked Estep 
Score: -2398806.750000 Penalty: 3231.614502
	Iteration 23Q: 3 clusters Score -2398807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2398824.000000 Penalty: 3231.614502
	Iteration 24Q: 3 clusters Score -2398824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2398837.000000 Penalty: 3231.614502
	Iteration 25Q: 3 clusters Score -2398837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -2398849.750000 Penalty: 3231.614502
	Iteration 26Q: 3 clusters Score -2398850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -2398855.750000 Penalty: 3231.614502
	Iteration 27Q: 3 clusters Score -2398856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2398867.000000 Penalty: 3231.614502
	Iteration 28Q: 3 clusters Score -2398867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2398868.250000 Penalty: 3231.614502
	Iteration 29Q: 3 clusters Score -2398868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -2398873.750000 Penalty: 3231.614502
	Iteration 30Q: 3 clusters Score -2398874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2398878.000000 Penalty: 3231.614502
	Iteration 31Q: 3 clusters Score -2398878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -2398882.500000 Penalty: 3231.614502
	Iteration 32Q: 3 clusters Score -2398882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2398883.500000 Penalty: 3231.614502
	Iteration 33Q: 3 clusters Score -2398884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2398882.500000 Penalty: 3231.614502
	Iteration 34Q: 3 clusters Score -2398882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2398882.500000 Penalty: 3231.614502
	Iteration 35F: 3 clusters Score -2398882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (4427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Entering Unmasked Estep 
Score: -502645.000000 Penalty: 1364.265015
	Iteration 0F: 2 clusters Score -502645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -499013.750000 Penalty: 2728.530029
	Iteration 0F: 3 clusters Score -499013.8 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -500028.093750 Penalty: 2728.530029
	Iteration 1F: 3 clusters Score -500028.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -500203.406250 Penalty: 2728.530029
	Iteration 2F: 3 clusters Score -500203.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -500371.812500 Penalty: 2728.530029
	Iteration 3F: 3 clusters Score -500371.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -500593.031250 Penalty: 2728.530029
	Iteration 4F: 3 clusters Score -500593 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -500906.781250 Penalty: 2728.530029
	Iteration 5F: 3 clusters Score -500906.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -501302.593750 Penalty: 2728.530029
	Iteration 6F: 3 clusters Score -501302.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -501830.687500 Penalty: 2728.530029
	Iteration 7F: 3 clusters Score -501830.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -502341.312500 Penalty: 2728.530029
	Iteration 8F: 3 clusters Score -502341.3 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -502713.593750 Penalty: 2728.530029
	Iteration 9F: 3 clusters Score -502713.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -502916.281250 Penalty: 2728.530029
	Iteration 10Q: 3 clusters Score -502916.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -502995.093750 Penalty: 2728.530029
	Iteration 11Q: 3 clusters Score -502995.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -503026.031250 Penalty: 2728.530029
	Iteration 12Q: 3 clusters Score -503026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -503053.250000 Penalty: 2728.530029
	Iteration 13Q: 3 clusters Score -503053.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -503071.093750 Penalty: 2728.530029
	Iteration 14Q: 3 clusters Score -503071.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -503077.812500 Penalty: 2728.530029
	Iteration 15Q: 3 clusters Score -503077.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -503088.343750 Penalty: 2728.530029
	Iteration 16Q: 3 clusters Score -503088.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -503103.968750 Penalty: 2728.530029
	Iteration 17Q: 3 clusters Score -503104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -503116.906250 Penalty: 2728.530029
	Iteration 18Q: 3 clusters Score -503116.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -503132.531250 Penalty: 2728.530029
	Iteration 19Q: 3 clusters Score -503132.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -503146.312500 Penalty: 2728.530029
	Iteration 20F: 3 clusters Score -503146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -503157.625000 Penalty: 2728.530029
	Iteration 21Q: 3 clusters Score -503157.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -503168.531250 Penalty: 2728.530029
	Iteration 22Q: 3 clusters Score -503168.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -503173.937500 Penalty: 2728.530029
	Iteration 23Q: 3 clusters Score -503173.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -503177.312500 Penalty: 2728.530029
	Iteration 24Q: 3 clusters Score -503177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -503178.625000 Penalty: 2728.530029
	Iteration 25Q: 3 clusters Score -503178.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -503181.437500 Penalty: 2728.530029
	Iteration 26Q: 3 clusters Score -503181.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -503182.468750 Penalty: 2728.530029
	Iteration 27Q: 3 clusters Score -503182.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -503184.468750 Penalty: 2728.530029
	Iteration 28Q: 3 clusters Score -503184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -503186.375000 Penalty: 2728.530029
	Iteration 29Q: 3 clusters Score -503186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -503186.968750 Penalty: 2728.530029
	Iteration 30Q: 3 clusters Score -503187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -503187.156250 Penalty: 2728.530029
	Iteration 31Q: 3 clusters Score -503187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -503187.156250 Penalty: 2728.530029
	Iteration 32F: 3 clusters Score -503187.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 3155 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 6417 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88512 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Mstep: Class 50 contains 1272 members 
Entering Unmasked Estep 
Score: -40153792.000000 Penalty: 103987.085938
Splitting cluster 8 changes total score from -40154076.000000 to -40153792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (13729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Entering Unmasked Estep 
Score: -1588496.000000 Penalty: 1548.180664
	Iteration 0F: 2 clusters Score -1588496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1578959.000000 Penalty: 3096.361328
	Iteration 0F: 3 clusters Score -1578959 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -1582163.500000 Penalty: 3096.361328
	Iteration 1F: 3 clusters Score -1582164 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1582508.500000 Penalty: 3096.361328
	Iteration 2F: 3 clusters Score -1582508 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1582845.000000 Penalty: 3096.361328
	Iteration 3F: 3 clusters Score -1582845 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1583224.375000 Penalty: 3096.361328
	Iteration 4F: 3 clusters Score -1583224 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1583659.250000 Penalty: 3096.361328
	Iteration 5F: 3 clusters Score -1583659 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1584232.375000 Penalty: 3096.361328
	Iteration 6F: 3 clusters Score -1584232 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -1584904.125000 Penalty: 3096.361328
	Iteration 7F: 3 clusters Score -1584904 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1585550.250000 Penalty: 3096.361328
	Iteration 8F: 3 clusters Score -1585550 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -1586162.250000 Penalty: 3096.361328
	Iteration 9Q: 3 clusters Score -1586162 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1586584.250000 Penalty: 3096.361328
	Iteration 10Q: 3 clusters Score -1586584 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1586840.625000 Penalty: 3096.361328
	Iteration 11Q: 3 clusters Score -1586841 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -1586961.250000 Penalty: 3096.361328
	Iteration 12Q: 3 clusters Score -1586961 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1587018.125000 Penalty: 3096.361328
	Iteration 13Q: 3 clusters Score -1587018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1587060.875000 Penalty: 3096.361328
	Iteration 14Q: 3 clusters Score -1587061 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1587092.375000 Penalty: 3096.361328
	Iteration 15Q: 3 clusters Score -1587092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1587118.375000 Penalty: 3096.361328
	Iteration 16Q: 3 clusters Score -1587118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -1587131.250000 Penalty: 3096.361328
	Iteration 17Q: 3 clusters Score -1587131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1587140.875000 Penalty: 3096.361328
	Iteration 18Q: 3 clusters Score -1587141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1587142.500000 Penalty: 3096.361328
	Iteration 19Q: 3 clusters Score -1587142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1587142.500000 Penalty: 3096.361328
	Iteration 20F: 3 clusters Score -1587142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Entering Unmasked Estep 
Score: -568291.375000 Penalty: 1382.476318
	Iteration 0F: 2 clusters Score -568291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -564367.937500 Penalty: 2764.952637
	Iteration 0F: 3 clusters Score -564367.9 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -565356.312500 Penalty: 2764.952637
	Iteration 1F: 3 clusters Score -565356.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -565544.062500 Penalty: 2764.952637
	Iteration 2F: 3 clusters Score -565544.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -565654.937500 Penalty: 2764.952637
	Iteration 3Q: 3 clusters Score -565654.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -565761.000000 Penalty: 2764.952637
	Iteration 4Q: 3 clusters Score -565761 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -565869.875000 Penalty: 2764.952637
	Iteration 5Q: 3 clusters Score -565869.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -566000.750000 Penalty: 2764.952637
	Iteration 6Q: 3 clusters Score -566000.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -566145.812500 Penalty: 2764.952637
	Iteration 7Q: 3 clusters Score -566145.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -566330.312500 Penalty: 2764.952637
	Iteration 8Q: 3 clusters Score -566330.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -566539.937500 Penalty: 2764.952637
	Iteration 9F: 3 clusters Score -566539.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -566711.125000 Penalty: 2764.952637
	Iteration 10Q: 3 clusters Score -566711.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -566856.937500 Penalty: 2764.952637
	Iteration 11Q: 3 clusters Score -566856.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -566945.625000 Penalty: 2764.952637
	Iteration 12Q: 3 clusters Score -566945.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -567002.000000 Penalty: 2764.952637
	Iteration 13Q: 3 clusters Score -567002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -567038.750000 Penalty: 2764.952637
	Iteration 14Q: 3 clusters Score -567038.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -567070.062500 Penalty: 2764.952637
	Iteration 15Q: 3 clusters Score -567070.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -567085.437500 Penalty: 2764.952637
	Iteration 16Q: 3 clusters Score -567085.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -567101.500000 Penalty: 2764.952637
	Iteration 17Q: 3 clusters Score -567101.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -567110.000000 Penalty: 2764.952637
	Iteration 18Q: 3 clusters Score -567110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -567119.687500 Penalty: 2764.952637
	Iteration 19Q: 3 clusters Score -567119.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -567128.500000 Penalty: 2764.952637
	Iteration 20F: 3 clusters Score -567128.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -567137.000000 Penalty: 2764.952637
	Iteration 21Q: 3 clusters Score -567137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -567140.875000 Penalty: 2764.952637
	Iteration 22Q: 3 clusters Score -567140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -567142.750000 Penalty: 2764.952637
	Iteration 23Q: 3 clusters Score -567142.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -567143.437500 Penalty: 2764.952637
	Iteration 24Q: 3 clusters Score -567143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -567147.187500 Penalty: 2764.952637
	Iteration 25Q: 3 clusters Score -567147.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -567150.625000 Penalty: 2764.952637
	Iteration 26Q: 3 clusters Score -567150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -567156.500000 Penalty: 2764.952637
	Iteration 27Q: 3 clusters Score -567156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -567166.125000 Penalty: 2764.952637
	Iteration 28Q: 3 clusters Score -567166.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -567172.750000 Penalty: 2764.952637
	Iteration 29Q: 3 clusters Score -567172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -567178.250000 Penalty: 2764.952637
	Iteration 30Q: 3 clusters Score -567178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -567181.187500 Penalty: 2764.952637
	Iteration 31Q: 3 clusters Score -567181.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -567181.187500 Penalty: 2764.952637
	Iteration 32F: 3 clusters Score -567181.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Entering Unmasked Estep 
Score: -703580.250000 Penalty: 1416.889038
	Iteration 0F: 2 clusters Score -703580.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -698876.875000 Penalty: 2833.778076
	Iteration 0F: 3 clusters Score -698876.9 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -700188.625000 Penalty: 2833.778076
	Iteration 1F: 3 clusters Score -700188.6 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -700385.312500 Penalty: 2833.778076
	Iteration 2F: 3 clusters Score -700385.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -700537.750000 Penalty: 2833.778076
	Iteration 3F: 3 clusters Score -700537.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -700641.062500 Penalty: 2833.778076
	Iteration 4Q: 3 clusters Score -700641.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -700717.500000 Penalty: 2833.778076
	Iteration 5Q: 3 clusters Score -700717.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -700786.375000 Penalty: 2833.778076
	Iteration 6Q: 3 clusters Score -700786.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -700845.187500 Penalty: 2833.778076
	Iteration 7Q: 3 clusters Score -700845.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -700901.437500 Penalty: 2833.778076
	Iteration 8Q: 3 clusters Score -700901.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -700966.875000 Penalty: 2833.778076
	Iteration 9Q: 3 clusters Score -700966.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -701033.437500 Penalty: 2833.778076
	Iteration 10Q: 3 clusters Score -701033.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -701115.375000 Penalty: 2833.778076
	Iteration 11Q: 3 clusters Score -701115.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -701206.062500 Penalty: 2833.778076
	Iteration 12Q: 3 clusters Score -701206.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -701301.375000 Penalty: 2833.778076
	Iteration 13Q: 3 clusters Score -701301.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -701430.250000 Penalty: 2833.778076
	Iteration 14Q: 3 clusters Score -701430.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -701578.187500 Penalty: 2833.778076
	Iteration 15Q: 3 clusters Score -701578.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -701716.625000 Penalty: 2833.778076
	Iteration 16Q: 3 clusters Score -701716.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -701859.187500 Penalty: 2833.778076
	Iteration 17Q: 3 clusters Score -701859.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -701985.000000 Penalty: 2833.778076
	Iteration 18Q: 3 clusters Score -701985 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -702074.750000 Penalty: 2833.778076
	Iteration 19Q: 3 clusters Score -702074.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -702154.062500 Penalty: 2833.778076
	Iteration 20F: 3 clusters Score -702154.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -702202.625000 Penalty: 2833.778076
	Iteration 21Q: 3 clusters Score -702202.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -702244.687500 Penalty: 2833.778076
	Iteration 22Q: 3 clusters Score -702244.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -702270.875000 Penalty: 2833.778076
	Iteration 23Q: 3 clusters Score -702270.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -702293.937500 Penalty: 2833.778076
	Iteration 24Q: 3 clusters Score -702293.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -702312.687500 Penalty: 2833.778076
	Iteration 25Q: 3 clusters Score -702312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -702324.687500 Penalty: 2833.778076
	Iteration 26Q: 3 clusters Score -702324.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -702332.062500 Penalty: 2833.778076
	Iteration 27Q: 3 clusters Score -702332.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -702343.250000 Penalty: 2833.778076
	Iteration 28Q: 3 clusters Score -702343.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -702346.750000 Penalty: 2833.778076
	Iteration 29Q: 3 clusters Score -702346.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -702349.562500 Penalty: 2833.778076
	Iteration 30Q: 3 clusters Score -702349.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -702353.750000 Penalty: 2833.778076
	Iteration 31Q: 3 clusters Score -702353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -702357.125000 Penalty: 2833.778076
	Iteration 32Q: 3 clusters Score -702357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -702360.375000 Penalty: 2833.778076
	Iteration 33Q: 3 clusters Score -702360.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -702365.500000 Penalty: 2833.778076
	Iteration 34Q: 3 clusters Score -702365.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -702369.500000 Penalty: 2833.778076
	Iteration 35Q: 3 clusters Score -702369.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -702371.812500 Penalty: 2833.778076
	Iteration 36Q: 3 clusters Score -702371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -702371.937500 Penalty: 2833.778076
	Iteration 37Q: 3 clusters Score -702371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -702371.937500 Penalty: 2833.778076
	Iteration 38F: 3 clusters Score -702371.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Entering Unmasked Estep 
Score: -446283.250000 Penalty: 1358.587646
	Iteration 0F: 2 clusters Score -446283.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -442754.593750 Penalty: 2717.175293
	Iteration 0F: 3 clusters Score -442754.6 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -443822.281250 Penalty: 2717.175293
	Iteration 1F: 3 clusters Score -443822.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -444134.343750 Penalty: 2717.175293
	Iteration 2F: 3 clusters Score -444134.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -444388.875000 Penalty: 2717.175293
	Iteration 3F: 3 clusters Score -444388.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -444577.656250 Penalty: 2717.175293
	Iteration 4F: 3 clusters Score -444577.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -444724.468750 Penalty: 2717.175293
	Iteration 5Q: 3 clusters Score -444724.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -444872.562500 Penalty: 2717.175293
	Iteration 6Q: 3 clusters Score -444872.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -445002.500000 Penalty: 2717.175293
	Iteration 7Q: 3 clusters Score -445002.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -445113.312500 Penalty: 2717.175293
	Iteration 8Q: 3 clusters Score -445113.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -445207.437500 Penalty: 2717.175293
	Iteration 9Q: 3 clusters Score -445207.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -445293.750000 Penalty: 2717.175293
	Iteration 10Q: 3 clusters Score -445293.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -445352.468750 Penalty: 2717.175293
	Iteration 11Q: 3 clusters Score -445352.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -445384.000000 Penalty: 2717.175293
	Iteration 12Q: 3 clusters Score -445384 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -445422.000000 Penalty: 2717.175293
	Iteration 13Q: 3 clusters Score -445422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -445454.781250 Penalty: 2717.175293
	Iteration 14Q: 3 clusters Score -445454.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -445490.375000 Penalty: 2717.175293
	Iteration 15Q: 3 clusters Score -445490.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -445516.656250 Penalty: 2717.175293
	Iteration 16Q: 3 clusters Score -445516.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -445536.281250 Penalty: 2717.175293
	Iteration 17Q: 3 clusters Score -445536.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -445551.843750 Penalty: 2717.175293
	Iteration 18Q: 3 clusters Score -445551.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -445565.375000 Penalty: 2717.175293
	Iteration 19Q: 3 clusters Score -445565.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -445575.156250 Penalty: 2717.175293
	Iteration 20F: 3 clusters Score -445575.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -445582.656250 Penalty: 2717.175293
	Iteration 21Q: 3 clusters Score -445582.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -445588.218750 Penalty: 2717.175293
	Iteration 22Q: 3 clusters Score -445588.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -445591.468750 Penalty: 2717.175293
	Iteration 23Q: 3 clusters Score -445591.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -445594.562500 Penalty: 2717.175293
	Iteration 24Q: 3 clusters Score -445594.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -445597.687500 Penalty: 2717.175293
	Iteration 25Q: 3 clusters Score -445597.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -445600.437500 Penalty: 2717.175293
	Iteration 26Q: 3 clusters Score -445600.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -445602.218750 Penalty: 2717.175293
	Iteration 27Q: 3 clusters Score -445602.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -445606.062500 Penalty: 2717.175293
	Iteration 28Q: 3 clusters Score -445606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -445606.687500 Penalty: 2717.175293
	Iteration 29Q: 3 clusters Score -445606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -445607.562500 Penalty: 2717.175293
	Iteration 30Q: 3 clusters Score -445607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -445609.343750 Penalty: 2717.175293
	Iteration 31Q: 3 clusters Score -445609.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -445610.093750 Penalty: 2717.175293
	Iteration 32Q: 3 clusters Score -445610.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -445613.781250 Penalty: 2717.175293
	Iteration 33Q: 3 clusters Score -445613.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -445614.906250 Penalty: 2717.175293
	Iteration 34Q: 3 clusters Score -445614.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -445618.468750 Penalty: 2717.175293
	Iteration 35Q: 3 clusters Score -445618.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -445620.781250 Penalty: 2717.175293
	Iteration 36Q: 3 clusters Score -445620.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -445623.500000 Penalty: 2717.175293
	Iteration 37Q: 3 clusters Score -445623.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -445627.718750 Penalty: 2717.175293
	Iteration 38Q: 3 clusters Score -445627.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -445628.687500 Penalty: 2717.175293
	Iteration 39Q: 3 clusters Score -445628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -445630.906250 Penalty: 2717.175293
	Iteration 40F: 3 clusters Score -445630.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -445631.968750 Penalty: 2717.175293
	Iteration 41Q: 3 clusters Score -445632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -445633.656250 Penalty: 2717.175293
	Iteration 42Q: 3 clusters Score -445633.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -445635.187500 Penalty: 2717.175293
	Iteration 43Q: 3 clusters Score -445635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -445634.968750 Penalty: 2717.175293
	Iteration 44Q: 3 clusters Score -445635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -445636.406250 Penalty: 2717.175293
	Iteration 45Q: 3 clusters Score -445636.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -445636.218750 Penalty: 2717.175293
	Iteration 46Q: 3 clusters Score -445636.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -445636.718750 Penalty: 2717.175293
	Iteration 47Q: 3 clusters Score -445636.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -445637.656250 Penalty: 2717.175293
	Iteration 48Q: 3 clusters Score -445637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -445637.656250 Penalty: 2717.175293
	Iteration 49F: 3 clusters Score -445637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Entering Unmasked Estep 
Score: -3231862.500000 Penalty: 1664.289185
	Iteration 0F: 2 clusters Score -3231862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3212967.250000 Penalty: 3328.578369
	Iteration 0F: 3 clusters Score -3212967 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -3219945.000000 Penalty: 3328.578369
	Iteration 1F: 3 clusters Score -3219945 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3220328.000000 Penalty: 3328.578369
	Iteration 2Q: 3 clusters Score -3220328 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3220685.000000 Penalty: 3328.578369
	Iteration 3Q: 3 clusters Score -3220685 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3221135.000000 Penalty: 3328.578369
	Iteration 4Q: 3 clusters Score -3221135 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -3221765.000000 Penalty: 3328.578369
	Iteration 5Q: 3 clusters Score -3221765 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -3222697.750000 Penalty: 3328.578369
	Iteration 6F: 3 clusters Score -3222698 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3223912.750000 Penalty: 3328.578369
	Iteration 7F: 3 clusters Score -3223913 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -3225277.000000 Penalty: 3328.578369
	Iteration 8F: 3 clusters Score -3225277 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -3226671.500000 Penalty: 3328.578369
	Iteration 9F: 3 clusters Score -3226672 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -3227914.000000 Penalty: 3328.578369
	Iteration 10F: 3 clusters Score -3227914 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -3228789.000000 Penalty: 3328.578369
	Iteration 11Q: 3 clusters Score -3228789 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -3229415.500000 Penalty: 3328.578369
	Iteration 12Q: 3 clusters Score -3229416 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 25321 members 
Entering Unmasked Estep 
Score: -3229877.250000 Penalty: 3328.578369
	Iteration 13Q: 3 clusters Score -3229877 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -3230186.250000 Penalty: 3328.578369
	Iteration 14Q: 3 clusters Score -3230186 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3230380.500000 Penalty: 3328.578369
	Iteration 15Q: 3 clusters Score -3230380 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3230553.500000 Penalty: 3328.578369
	Iteration 16Q: 3 clusters Score -3230554 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -3230712.500000 Penalty: 3328.578369
	Iteration 17Q: 3 clusters Score -3230712 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3230852.750000 Penalty: 3328.578369
	Iteration 18Q: 3 clusters Score -3230853 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3230912.750000 Penalty: 3328.578369
	Iteration 19Q: 3 clusters Score -3230913 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3230959.750000 Penalty: 3328.578369
	Iteration 20F: 3 clusters Score -3230960 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3231016.250000 Penalty: 3328.578369
	Iteration 21Q: 3 clusters Score -3231016 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -3231038.750000 Penalty: 3328.578369
	Iteration 22Q: 3 clusters Score -3231039 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -3231055.500000 Penalty: 3328.578369
	Iteration 23Q: 3 clusters Score -3231056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3231068.000000 Penalty: 3328.578369
	Iteration 24Q: 3 clusters Score -3231068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3231083.500000 Penalty: 3328.578369
	Iteration 25Q: 3 clusters Score -3231084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -3231094.500000 Penalty: 3328.578369
	Iteration 26Q: 3 clusters Score -3231094 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3231095.000000 Penalty: 3328.578369
	Iteration 27Q: 3 clusters Score -3231095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3231110.500000 Penalty: 3328.578369
	Iteration 28Q: 3 clusters Score -3231110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -3231112.750000 Penalty: 3328.578369
	Iteration 29Q: 3 clusters Score -3231113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -3231114.750000 Penalty: 3328.578369
	Iteration 30Q: 3 clusters Score -3231115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3231125.250000 Penalty: 3328.578369
	Iteration 31Q: 3 clusters Score -3231125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -3231118.000000 Penalty: 3328.578369
	Iteration 32Q: 3 clusters Score -3231118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -3231122.000000 Penalty: 3328.578369
	Iteration 33Q: 3 clusters Score -3231122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -3231121.000000 Penalty: 3328.578369
	Iteration 34Q: 3 clusters Score -3231121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -3231124.500000 Penalty: 3328.578369
	Iteration 35Q: 3 clusters Score -3231124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -3231126.750000 Penalty: 3328.578369
	Iteration 36Q: 3 clusters Score -3231127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3231129.750000 Penalty: 3328.578369
	Iteration 37Q: 3 clusters Score -3231130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -3231127.250000 Penalty: 3328.578369
	Iteration 38Q: 3 clusters Score -3231127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -3231127.500000 Penalty: 3328.578369
	Iteration 39Q: 3 clusters Score -3231128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -3231130.250000 Penalty: 3328.578369
	Iteration 40F: 3 clusters Score -3231130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3231131.750000 Penalty: 3328.578369
	Iteration 41Q: 3 clusters Score -3231132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3231137.500000 Penalty: 3328.578369
	Iteration 42Q: 3 clusters Score -3231138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -3231138.250000 Penalty: 3328.578369
	Iteration 43Q: 3 clusters Score -3231138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -3231136.250000 Penalty: 3328.578369
	Iteration 44Q: 3 clusters Score -3231136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -3231136.250000 Penalty: 3328.578369
	Iteration 45Q: 3 clusters Score -3231136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -3231133.000000 Penalty: 3328.578369
	Iteration 46Q: 3 clusters Score -3231133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -3231134.750000 Penalty: 3328.578369
	Iteration 47Q: 3 clusters Score -3231135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3231138.500000 Penalty: 3328.578369
	Iteration 48Q: 3 clusters Score -3231138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3231138.500000 Penalty: 3328.578369
	Iteration 49F: 3 clusters Score -3231138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Entering Unmasked Estep 
Score: -62278.847656 Penalty: 963.558228
	Iteration 0F: 2 clusters Score -62278.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -61293.308594 Penalty: 1927.116455
	Iteration 0F: 3 clusters Score -61293.31 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -61409.101562 Penalty: 1927.116455
	Iteration 1F: 3 clusters Score -61409.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -61436.980469 Penalty: 1927.116455
	Iteration 2Q: 3 clusters Score -61436.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -61446.066406 Penalty: 1927.116455
	Iteration 3Q: 3 clusters Score -61446.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61458.273438 Penalty: 1927.116455
	Iteration 4Q: 3 clusters Score -61458.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61462.832031 Penalty: 1927.116455
	Iteration 5Q: 3 clusters Score -61462.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -61462.832031 Penalty: 1927.116455
	Iteration 6F: 3 clusters Score -61462.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Entering Unmasked Estep 
Score: -175973.437500 Penalty: 1196.223511
	Iteration 0F: 2 clusters Score -175973.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174138.156250 Penalty: 2392.447021
	Iteration 0F: 3 clusters Score -174138.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -174535.500000 Penalty: 2392.447021
	Iteration 1F: 3 clusters Score -174535.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174605.281250 Penalty: 2392.447021
	Iteration 2F: 3 clusters Score -174605.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174643.484375 Penalty: 2392.447021
	Iteration 3Q: 3 clusters Score -174643.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -174665.062500 Penalty: 2392.447021
	Iteration 4Q: 3 clusters Score -174665.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -174683.578125 Penalty: 2392.447021
	Iteration 5Q: 3 clusters Score -174683.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174695.062500 Penalty: 2392.447021
	Iteration 6Q: 3 clusters Score -174695.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174701.953125 Penalty: 2392.447021
	Iteration 7Q: 3 clusters Score -174702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174706.265625 Penalty: 2392.447021
	Iteration 8Q: 3 clusters Score -174706.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174709.703125 Penalty: 2392.447021
	Iteration 9Q: 3 clusters Score -174709.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -174713.812500 Penalty: 2392.447021
	Iteration 10Q: 3 clusters Score -174713.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174716.546875 Penalty: 2392.447021
	Iteration 11Q: 3 clusters Score -174716.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -174719.812500 Penalty: 2392.447021
	Iteration 12Q: 3 clusters Score -174719.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174723.375000 Penalty: 2392.447021
	Iteration 13Q: 3 clusters Score -174723.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -174726.296875 Penalty: 2392.447021
	Iteration 14Q: 3 clusters Score -174726.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174730.359375 Penalty: 2392.447021
	Iteration 15Q: 3 clusters Score -174730.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -174734.578125 Penalty: 2392.447021
	Iteration 16Q: 3 clusters Score -174734.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -174736.859375 Penalty: 2392.447021
	Iteration 17Q: 3 clusters Score -174736.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -174740.781250 Penalty: 2392.447021
	Iteration 18Q: 3 clusters Score -174740.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -174741.781250 Penalty: 2392.447021
	Iteration 19Q: 3 clusters Score -174741.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -174742.968750 Penalty: 2392.447021
	Iteration 20F: 3 clusters Score -174743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -174745.187500 Penalty: 2392.447021
	Iteration 21Q: 3 clusters Score -174745.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -174746.203125 Penalty: 2392.447021
	Iteration 22Q: 3 clusters Score -174746.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174747.046875 Penalty: 2392.447021
	Iteration 23Q: 3 clusters Score -174747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174748.093750 Penalty: 2392.447021
	Iteration 24Q: 3 clusters Score -174748.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -174749.093750 Penalty: 2392.447021
	Iteration 25Q: 3 clusters Score -174749.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -174752.609375 Penalty: 2392.447021
	Iteration 26Q: 3 clusters Score -174752.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -174755.812500 Penalty: 2392.447021
	Iteration 27Q: 3 clusters Score -174755.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -174759.062500 Penalty: 2392.447021
	Iteration 28Q: 3 clusters Score -174759.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -174765.062500 Penalty: 2392.447021
	Iteration 29Q: 3 clusters Score -174765.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -174772.984375 Penalty: 2392.447021
	Iteration 30Q: 3 clusters Score -174773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -174777.359375 Penalty: 2392.447021
	Iteration 31Q: 3 clusters Score -174777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -174779.109375 Penalty: 2392.447021
	Iteration 32Q: 3 clusters Score -174779.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -174780.562500 Penalty: 2392.447021
	Iteration 33Q: 3 clusters Score -174780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -174781.921875 Penalty: 2392.447021
	Iteration 34Q: 3 clusters Score -174781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -174783.281250 Penalty: 2392.447021
	Iteration 35Q: 3 clusters Score -174783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -174783.281250 Penalty: 2392.447021
	Iteration 36F: 3 clusters Score -174783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Entering Unmasked Estep 
Score: -716375.062500 Penalty: 1424.589844
	Iteration 0F: 2 clusters Score -716375.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -711485.750000 Penalty: 2849.179688
	Iteration 0F: 3 clusters Score -711485.8 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -713438.125000 Penalty: 2849.179688
	Iteration 1F: 3 clusters Score -713438.1 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -713895.687500 Penalty: 2849.179688
	Iteration 2F: 3 clusters Score -713895.7 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -714245.312500 Penalty: 2849.179688
	Iteration 3F: 3 clusters Score -714245.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -714492.687500 Penalty: 2849.179688
	Iteration 4F: 3 clusters Score -714492.7 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -714703.750000 Penalty: 2849.179688
	Iteration 5Q: 3 clusters Score -714703.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -714873.687500 Penalty: 2849.179688
	Iteration 6Q: 3 clusters Score -714873.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -715061.187500 Penalty: 2849.179688
	Iteration 7Q: 3 clusters Score -715061.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -715260.875000 Penalty: 2849.179688
	Iteration 8Q: 3 clusters Score -715260.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -715494.937500 Penalty: 2849.179688
	Iteration 9Q: 3 clusters Score -715494.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -715691.500000 Penalty: 2849.179688
	Iteration 10Q: 3 clusters Score -715691.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -715831.562500 Penalty: 2849.179688
	Iteration 11Q: 3 clusters Score -715831.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -715936.625000 Penalty: 2849.179688
	Iteration 12Q: 3 clusters Score -715936.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -716057.812500 Penalty: 2849.179688
	Iteration 13Q: 3 clusters Score -716057.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -716220.250000 Penalty: 2849.179688
	Iteration 14Q: 3 clusters Score -716220.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -716333.187500 Penalty: 2849.179688
	Iteration 15Q: 3 clusters Score -716333.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -716400.812500 Penalty: 2849.179688
	Iteration 16Q: 3 clusters Score -716400.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -716420.125000 Penalty: 2849.179688
	Iteration 17Q: 3 clusters Score -716420.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -716430.937500 Penalty: 2849.179688
	Iteration 18Q: 3 clusters Score -716430.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -716437.125000 Penalty: 2849.179688
	Iteration 19Q: 3 clusters Score -716437.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -716448.562500 Penalty: 2849.179688
	Iteration 20F: 3 clusters Score -716448.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -716465.937500 Penalty: 2849.179688
	Iteration 21Q: 3 clusters Score -716465.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -716481.375000 Penalty: 2849.179688
	Iteration 22Q: 3 clusters Score -716481.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -716501.062500 Penalty: 2849.179688
	Iteration 23Q: 3 clusters Score -716501.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -716513.312500 Penalty: 2849.179688
	Iteration 24Q: 3 clusters Score -716513.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -716526.187500 Penalty: 2849.179688
	Iteration 25Q: 3 clusters Score -716526.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -716536.187500 Penalty: 2849.179688
	Iteration 26Q: 3 clusters Score -716536.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -716542.875000 Penalty: 2849.179688
	Iteration 27Q: 3 clusters Score -716542.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -716548.562500 Penalty: 2849.179688
	Iteration 28Q: 3 clusters Score -716548.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -716550.875000 Penalty: 2849.179688
	Iteration 29Q: 3 clusters Score -716550.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -716556.125000 Penalty: 2849.179688
	Iteration 30Q: 3 clusters Score -716556.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -716557.687500 Penalty: 2849.179688
	Iteration 31Q: 3 clusters Score -716557.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -716556.625000 Penalty: 2849.179688
	Iteration 32Q: 3 clusters Score -716556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -716556.625000 Penalty: 2849.179688
	Iteration 33F: 3 clusters Score -716556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2557 members 
Mstep: Class 3 contains 4427 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 44577 members 
Mstep: Class 6 contains 3514 members 
Mstep: Class 7 contains 20815 members 
Mstep: Class 8 contains 4427 members 
Mstep: Class 9 contains 13729 members 
Mstep: Class 10 contains 4952 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 28051 members 
Mstep: Class 14 contains 376 members 
Mstep: Class 15 contains 1574 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 1517 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 866 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2646 members 
Mstep: Class 24 contains 9796 members 
Mstep: Class 25 contains 692 members 
Mstep: Class 26 contains 2012 members 
Mstep: Class 27 contains 1171 members 
Mstep: Class 28 contains 1738 members 
Mstep: Class 29 contains 5807 members 
Mstep: Class 30 contains 9423 members 
Mstep: Class 31 contains 1773 members 
Mstep: Class 32 contains 4811 members 
Mstep: Class 33 contains 1900 members 
Mstep: Class 34 contains 1545 members 
Mstep: Class 35 contains 3953 members 
Mstep: Class 36 contains 818 members 
Mstep: Class 37 contains 497 members 
Mstep: Class 38 contains 15187 members 
Mstep: Class 39 contains 8132 members 
Mstep: Class 40 contains 7046 members 
Mstep: Class 41 contains 188 members 
Mstep: Class 42 contains 1945 members 
Mstep: Class 43 contains 6101 members 
Mstep: Class 44 contains 4649 members 
Mstep: Class 45 contains 722 members 
Mstep: Class 46 contains 88512 members 
Mstep: Class 47 contains 15196 members 
Mstep: Class 48 contains 471 members 
Mstep: Class 49 contains 411 members 
Mstep: Class 50 contains 3444 members 
Entering Unmasked Estep 
Score: -40153580.000000 Penalty: 103987.085938
Splitting cluster 16 changes total score from -40154076.000000 to -40153580.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -255274.953125 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -255275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -253026.000000 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -253026 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -253487.343750 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -253487.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -253609.953125 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -253610 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -253693.250000 Penalty: 2512.449707
	Iteration 3F: 3 clusters Score -253693.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -253747.250000 Penalty: 2512.449707
	Iteration 4Q: 3 clusters Score -253747.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253784.531250 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -253784.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -253808.718750 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -253808.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -253833.328125 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -253833.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -253855.640625 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -253855.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -253873.328125 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -253873.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -253889.656250 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -253889.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -253905.046875 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -253905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -253917.125000 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -253917.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -253928.640625 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -253928.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -253939.328125 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -253939.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -253951.718750 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -253951.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -253970.328125 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -253970.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -253985.250000 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -253985.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -254006.093750 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -254006.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -254026.031250 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -254026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -254048.031250 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -254048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -254067.265625 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -254067.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -254077.015625 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -254077 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254084.656250 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -254084.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -254093.953125 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -254094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -254105.484375 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -254105.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -254114.140625 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -254114.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -254123.531250 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -254123.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -254129.421875 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -254129.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -254139.703125 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -254139.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -254148.453125 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -254148.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -254158.015625 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -254158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -254167.875000 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -254167.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -254184.218750 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -254184.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -254196.296875 Penalty: 2512.449707
	Iteration 34Q: 3 clusters Score -254196.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -254207.234375 Penalty: 2512.449707
	Iteration 35Q: 3 clusters Score -254207.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -254218.265625 Penalty: 2512.449707
	Iteration 36Q: 3 clusters Score -254218.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -254227.734375 Penalty: 2512.449707
	Iteration 37Q: 3 clusters Score -254227.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -254236.031250 Penalty: 2512.449707
	Iteration 38Q: 3 clusters Score -254236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -254243.406250 Penalty: 2512.449707
	Iteration 39Q: 3 clusters Score -254243.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -254253.015625 Penalty: 2512.449707
	Iteration 40F: 3 clusters Score -254253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -254260.765625 Penalty: 2512.449707
	Iteration 41Q: 3 clusters Score -254260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -254265.906250 Penalty: 2512.449707
	Iteration 42Q: 3 clusters Score -254265.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -254273.234375 Penalty: 2512.449707
	Iteration 43Q: 3 clusters Score -254273.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -254281.453125 Penalty: 2512.449707
	Iteration 44Q: 3 clusters Score -254281.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -254288.109375 Penalty: 2512.449707
	Iteration 45Q: 3 clusters Score -254288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -254291.140625 Penalty: 2512.449707
	Iteration 46Q: 3 clusters Score -254291.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -254293.750000 Penalty: 2512.449707
	Iteration 47Q: 3 clusters Score -254293.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -254293.750000 Penalty: 2512.449707
	Iteration 48F: 3 clusters Score -254293.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Entering Unmasked Estep 
Score: -166176.531250 Penalty: 1190.229614
	Iteration 0F: 2 clusters Score -166176.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164407.843750 Penalty: 2380.459229
	Iteration 0F: 3 clusters Score -164407.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -164822.984375 Penalty: 2380.459229
	Iteration 1F: 3 clusters Score -164823 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -164988.062500 Penalty: 2380.459229
	Iteration 2F: 3 clusters Score -164988.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -165096.250000 Penalty: 2380.459229
	Iteration 3F: 3 clusters Score -165096.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -165191.890625 Penalty: 2380.459229
	Iteration 4Q: 3 clusters Score -165191.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -165285.125000 Penalty: 2380.459229
	Iteration 5Q: 3 clusters Score -165285.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -165364.046875 Penalty: 2380.459229
	Iteration 6Q: 3 clusters Score -165364 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -165448.640625 Penalty: 2380.459229
	Iteration 7Q: 3 clusters Score -165448.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -165502.156250 Penalty: 2380.459229
	Iteration 8Q: 3 clusters Score -165502.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -165535.953125 Penalty: 2380.459229
	Iteration 9Q: 3 clusters Score -165536 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -165551.859375 Penalty: 2380.459229
	Iteration 10Q: 3 clusters Score -165551.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -165564.937500 Penalty: 2380.459229
	Iteration 11Q: 3 clusters Score -165564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -165574.296875 Penalty: 2380.459229
	Iteration 12Q: 3 clusters Score -165574.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -165581.078125 Penalty: 2380.459229
	Iteration 13Q: 3 clusters Score -165581.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165587.468750 Penalty: 2380.459229
	Iteration 14Q: 3 clusters Score -165587.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165590.031250 Penalty: 2380.459229
	Iteration 15Q: 3 clusters Score -165590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -165591.000000 Penalty: 2380.459229
	Iteration 16Q: 3 clusters Score -165591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -165592.625000 Penalty: 2380.459229
	Iteration 17Q: 3 clusters Score -165592.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -165593.609375 Penalty: 2380.459229
	Iteration 18Q: 3 clusters Score -165593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -165593.609375 Penalty: 2380.459229
	Iteration 19F: 3 clusters Score -165593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -628902.687500 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -628902.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -624421.437500 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -624421.4 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -625778.125000 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -625778.1 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -626052.187500 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -626052.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -626305.437500 Penalty: 2813.340820
	Iteration 3F: 3 clusters Score -626305.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -626552.437500 Penalty: 2813.340820
	Iteration 4F: 3 clusters Score -626552.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -626823.625000 Penalty: 2813.340820
	Iteration 5F: 3 clusters Score -626823.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -627076.625000 Penalty: 2813.340820
	Iteration 6F: 3 clusters Score -627076.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -627312.437500 Penalty: 2813.340820
	Iteration 7F: 3 clusters Score -627312.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -627536.625000 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -627536.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -627708.687500 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -627708.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -627864.937500 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -627864.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -627961.687500 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -627961.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -628015.750000 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -628015.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -628051.687500 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -628051.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -628076.562500 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -628076.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -628086.312500 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -628086.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -628090.625000 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -628090.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -628097.875000 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -628097.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -628102.312500 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -628102.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -628107.625000 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -628107.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -628110.062500 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -628110.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -628113.125000 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -628113.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -628115.125000 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -628115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -628118.125000 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -628118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -628121.062500 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -628121.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -628123.750000 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -628123.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -628128.812500 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -628128.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -628133.937500 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -628133.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -628143.375000 Penalty: 2813.340820
	Iteration 28Q: 3 clusters Score -628143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -628148.000000 Penalty: 2813.340820
	Iteration 29Q: 3 clusters Score -628148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -628150.812500 Penalty: 2813.340820
	Iteration 30Q: 3 clusters Score -628150.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -628157.312500 Penalty: 2813.340820
	Iteration 31Q: 3 clusters Score -628157.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -628164.875000 Penalty: 2813.340820
	Iteration 32Q: 3 clusters Score -628164.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -628172.937500 Penalty: 2813.340820
	Iteration 33Q: 3 clusters Score -628172.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -628180.250000 Penalty: 2813.340820
	Iteration 34Q: 3 clusters Score -628180.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -628185.562500 Penalty: 2813.340820
	Iteration 35Q: 3 clusters Score -628185.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -628189.125000 Penalty: 2813.340820
	Iteration 36Q: 3 clusters Score -628189.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -628193.750000 Penalty: 2813.340820
	Iteration 37Q: 3 clusters Score -628193.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -628195.812500 Penalty: 2813.340820
	Iteration 38Q: 3 clusters Score -628195.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -628199.937500 Penalty: 2813.340820
	Iteration 39Q: 3 clusters Score -628199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -628200.687500 Penalty: 2813.340820
	Iteration 40F: 3 clusters Score -628200.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -628201.937500 Penalty: 2813.340820
	Iteration 41Q: 3 clusters Score -628201.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -628204.375000 Penalty: 2813.340820
	Iteration 42Q: 3 clusters Score -628204.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -628209.687500 Penalty: 2813.340820
	Iteration 43Q: 3 clusters Score -628209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -628212.187500 Penalty: 2813.340820
	Iteration 44Q: 3 clusters Score -628212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -628215.375000 Penalty: 2813.340820
	Iteration 45Q: 3 clusters Score -628215.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -628218.375000 Penalty: 2813.340820
	Iteration 46Q: 3 clusters Score -628218.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -628219.187500 Penalty: 2813.340820
	Iteration 47Q: 3 clusters Score -628219.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -628219.312500 Penalty: 2813.340820
	Iteration 48Q: 3 clusters Score -628219.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -628222.375000 Penalty: 2813.340820
	Iteration 49Q: 3 clusters Score -628222.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -628224.250000 Penalty: 2813.340820
	Iteration 50Q: 3 clusters Score -628224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -628225.000000 Penalty: 2813.340820
	Iteration 51Q: 3 clusters Score -628225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -628228.312500 Penalty: 2813.340820
	Iteration 52Q: 3 clusters Score -628228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -628230.250000 Penalty: 2813.340820
	Iteration 53Q: 3 clusters Score -628230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -628232.125000 Penalty: 2813.340820
	Iteration 54Q: 3 clusters Score -628232.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -628232.812500 Penalty: 2813.340820
	Iteration 55Q: 3 clusters Score -628232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -628233.625000 Penalty: 2813.340820
	Iteration 56Q: 3 clusters Score -628233.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -628234.187500 Penalty: 2813.340820
	Iteration 57Q: 3 clusters Score -628234.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -628236.750000 Penalty: 2813.340820
	Iteration 58Q: 3 clusters Score -628236.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -628239.000000 Penalty: 2813.340820
	Iteration 59Q: 3 clusters Score -628239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -628242.375000 Penalty: 2813.340820
	Iteration 60F: 3 clusters Score -628242.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -628244.687500 Penalty: 2813.340820
	Iteration 61Q: 3 clusters Score -628244.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -628246.062500 Penalty: 2813.340820
	Iteration 62Q: 3 clusters Score -628246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -628247.125000 Penalty: 2813.340820
	Iteration 63Q: 3 clusters Score -628247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -628250.125000 Penalty: 2813.340820
	Iteration 64Q: 3 clusters Score -628250.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -628255.437500 Penalty: 2813.340820
	Iteration 65Q: 3 clusters Score -628255.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -628261.750000 Penalty: 2813.340820
	Iteration 66Q: 3 clusters Score -628261.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -628266.687500 Penalty: 2813.340820
	Iteration 67Q: 3 clusters Score -628266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -628269.375000 Penalty: 2813.340820
	Iteration 68Q: 3 clusters Score -628269.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -628271.000000 Penalty: 2813.340820
	Iteration 69Q: 3 clusters Score -628271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -628273.625000 Penalty: 2813.340820
	Iteration 70Q: 3 clusters Score -628273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -628275.000000 Penalty: 2813.340820
	Iteration 71Q: 3 clusters Score -628275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -628277.250000 Penalty: 2813.340820
	Iteration 72Q: 3 clusters Score -628277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -628276.437500 Penalty: 2813.340820
	Iteration 73Q: 3 clusters Score -628276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -628278.250000 Penalty: 2813.340820
	Iteration 74Q: 3 clusters Score -628278.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -628277.562500 Penalty: 2813.340820
	Iteration 75Q: 3 clusters Score -628277.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -628277.937500 Penalty: 2813.340820
	Iteration 76Q: 3 clusters Score -628277.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -628277.937500 Penalty: 2813.340820
	Iteration 77F: 3 clusters Score -628277.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Entering Unmasked Estep 
Score: -309706.093750 Penalty: 1285.292114
	Iteration 0F: 2 clusters Score -309706.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -307183.687500 Penalty: 2570.584229
	Iteration 0F: 3 clusters Score -307183.7 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -307742.500000 Penalty: 2570.584229
	Iteration 1F: 3 clusters Score -307742.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -307856.156250 Penalty: 2570.584229
	Iteration 2F: 3 clusters Score -307856.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -307937.468750 Penalty: 2570.584229
	Iteration 3Q: 3 clusters Score -307937.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -307993.437500 Penalty: 2570.584229
	Iteration 4Q: 3 clusters Score -307993.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -308040.062500 Penalty: 2570.584229
	Iteration 5Q: 3 clusters Score -308040.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -308084.000000 Penalty: 2570.584229
	Iteration 6Q: 3 clusters Score -308084 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -308126.906250 Penalty: 2570.584229
	Iteration 7Q: 3 clusters Score -308126.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -308168.093750 Penalty: 2570.584229
	Iteration 8Q: 3 clusters Score -308168.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -308201.375000 Penalty: 2570.584229
	Iteration 9Q: 3 clusters Score -308201.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -308224.687500 Penalty: 2570.584229
	Iteration 10Q: 3 clusters Score -308224.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -308247.000000 Penalty: 2570.584229
	Iteration 11Q: 3 clusters Score -308247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -308267.125000 Penalty: 2570.584229
	Iteration 12Q: 3 clusters Score -308267.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -308288.593750 Penalty: 2570.584229
	Iteration 13Q: 3 clusters Score -308288.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -308306.812500 Penalty: 2570.584229
	Iteration 14Q: 3 clusters Score -308306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -308323.750000 Penalty: 2570.584229
	Iteration 15Q: 3 clusters Score -308323.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -308337.375000 Penalty: 2570.584229
	Iteration 16Q: 3 clusters Score -308337.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -308346.125000 Penalty: 2570.584229
	Iteration 17Q: 3 clusters Score -308346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -308357.218750 Penalty: 2570.584229
	Iteration 18Q: 3 clusters Score -308357.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -308373.656250 Penalty: 2570.584229
	Iteration 19Q: 3 clusters Score -308373.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -308389.312500 Penalty: 2570.584229
	Iteration 20F: 3 clusters Score -308389.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -308405.406250 Penalty: 2570.584229
	Iteration 21Q: 3 clusters Score -308405.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -308420.968750 Penalty: 2570.584229
	Iteration 22Q: 3 clusters Score -308421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -308433.187500 Penalty: 2570.584229
	Iteration 23Q: 3 clusters Score -308433.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -308442.437500 Penalty: 2570.584229
	Iteration 24Q: 3 clusters Score -308442.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -308448.093750 Penalty: 2570.584229
	Iteration 25Q: 3 clusters Score -308448.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -308455.218750 Penalty: 2570.584229
	Iteration 26Q: 3 clusters Score -308455.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -308461.968750 Penalty: 2570.584229
	Iteration 27Q: 3 clusters Score -308462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -308464.625000 Penalty: 2570.584229
	Iteration 28Q: 3 clusters Score -308464.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -308467.406250 Penalty: 2570.584229
	Iteration 29Q: 3 clusters Score -308467.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -308470.250000 Penalty: 2570.584229
	Iteration 30Q: 3 clusters Score -308470.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -308474.093750 Penalty: 2570.584229
	Iteration 31Q: 3 clusters Score -308474.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -308478.875000 Penalty: 2570.584229
	Iteration 32Q: 3 clusters Score -308478.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -308480.968750 Penalty: 2570.584229
	Iteration 33Q: 3 clusters Score -308481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -308483.781250 Penalty: 2570.584229
	Iteration 34Q: 3 clusters Score -308483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -308488.718750 Penalty: 2570.584229
	Iteration 35Q: 3 clusters Score -308488.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -308491.687500 Penalty: 2570.584229
	Iteration 36Q: 3 clusters Score -308491.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -308494.968750 Penalty: 2570.584229
	Iteration 37Q: 3 clusters Score -308495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -308497.031250 Penalty: 2570.584229
	Iteration 38Q: 3 clusters Score -308497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -308500.187500 Penalty: 2570.584229
	Iteration 39Q: 3 clusters Score -308500.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -308503.406250 Penalty: 2570.584229
	Iteration 40F: 3 clusters Score -308503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -308506.156250 Penalty: 2570.584229
	Iteration 41Q: 3 clusters Score -308506.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -308508.156250 Penalty: 2570.584229
	Iteration 42Q: 3 clusters Score -308508.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -308511.000000 Penalty: 2570.584229
	Iteration 43Q: 3 clusters Score -308511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -308514.312500 Penalty: 2570.584229
	Iteration 44Q: 3 clusters Score -308514.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -308517.468750 Penalty: 2570.584229
	Iteration 45Q: 3 clusters Score -308517.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -308521.218750 Penalty: 2570.584229
	Iteration 46Q: 3 clusters Score -308521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -308525.437500 Penalty: 2570.584229
	Iteration 47Q: 3 clusters Score -308525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -308526.875000 Penalty: 2570.584229
	Iteration 48Q: 3 clusters Score -308526.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -308529.812500 Penalty: 2570.584229
	Iteration 49Q: 3 clusters Score -308529.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -308530.750000 Penalty: 2570.584229
	Iteration 50Q: 3 clusters Score -308530.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -308532.281250 Penalty: 2570.584229
	Iteration 51Q: 3 clusters Score -308532.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308533.625000 Penalty: 2570.584229
	Iteration 52Q: 3 clusters Score -308533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -308535.718750 Penalty: 2570.584229
	Iteration 53Q: 3 clusters Score -308535.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -308536.781250 Penalty: 2570.584229
	Iteration 54Q: 3 clusters Score -308536.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -308539.281250 Penalty: 2570.584229
	Iteration 55Q: 3 clusters Score -308539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -308540.437500 Penalty: 2570.584229
	Iteration 56Q: 3 clusters Score -308540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -308540.718750 Penalty: 2570.584229
	Iteration 57Q: 3 clusters Score -308540.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -308541.812500 Penalty: 2570.584229
	Iteration 58Q: 3 clusters Score -308541.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -308542.500000 Penalty: 2570.584229
	Iteration 59Q: 3 clusters Score -308542.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -308543.437500 Penalty: 2570.584229
	Iteration 60F: 3 clusters Score -308543.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -308544.687500 Penalty: 2570.584229
	Iteration 61Q: 3 clusters Score -308544.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -308544.687500 Penalty: 2570.584229
	Iteration 62F: 3 clusters Score -308544.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Entering Unmasked Estep 
Score: -95237.171875 Penalty: 1099.131348
	Iteration 0F: 2 clusters Score -95237.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -93903.656250 Penalty: 2198.262695
	Iteration 0F: 3 clusters Score -93903.66 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -94133.085938 Penalty: 2198.262695
	Iteration 1F: 3 clusters Score -94133.09 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -94224.203125 Penalty: 2198.262695
	Iteration 2F: 3 clusters Score -94224.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -94285.335938 Penalty: 2198.262695
	Iteration 3Q: 3 clusters Score -94285.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -94310.851562 Penalty: 2198.262695
	Iteration 4Q: 3 clusters Score -94310.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -94325.492188 Penalty: 2198.262695
	Iteration 5Q: 3 clusters Score -94325.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -94340.625000 Penalty: 2198.262695
	Iteration 6Q: 3 clusters Score -94340.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -94354.070312 Penalty: 2198.262695
	Iteration 7Q: 3 clusters Score -94354.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -94370.703125 Penalty: 2198.262695
	Iteration 8Q: 3 clusters Score -94370.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -94384.578125 Penalty: 2198.262695
	Iteration 9Q: 3 clusters Score -94384.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94402.398438 Penalty: 2198.262695
	Iteration 10Q: 3 clusters Score -94402.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -94417.796875 Penalty: 2198.262695
	Iteration 11Q: 3 clusters Score -94417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -94435.492188 Penalty: 2198.262695
	Iteration 12Q: 3 clusters Score -94435.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -94444.023438 Penalty: 2198.262695
	Iteration 13Q: 3 clusters Score -94444.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -94452.546875 Penalty: 2198.262695
	Iteration 14Q: 3 clusters Score -94452.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -94454.250000 Penalty: 2198.262695
	Iteration 15Q: 3 clusters Score -94454.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -94458.226562 Penalty: 2198.262695
	Iteration 16Q: 3 clusters Score -94458.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -94460.234375 Penalty: 2198.262695
	Iteration 17Q: 3 clusters Score -94460.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -94460.234375 Penalty: 2198.262695
	Iteration 18F: 3 clusters Score -94460.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Entering Unmasked Estep 
Score: -234948.687500 Penalty: 1250.116699
	Iteration 0F: 2 clusters Score -234948.7 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 1082 members 
Entering Unmasked Estep 
Score: -232746.125000 Penalty: 2500.233398
	Iteration 0F: 3 clusters Score -232746.1 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -233254.140625 Penalty: 2500.233398
	Iteration 1F: 3 clusters Score -233254.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -233386.890625 Penalty: 2500.233398
	Iteration 2F: 3 clusters Score -233386.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -233475.015625 Penalty: 2500.233398
	Iteration 3F: 3 clusters Score -233475 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -233539.046875 Penalty: 2500.233398
	Iteration 4Q: 3 clusters Score -233539 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -233580.359375 Penalty: 2500.233398
	Iteration 5Q: 3 clusters Score -233580.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -233614.109375 Penalty: 2500.233398
	Iteration 6Q: 3 clusters Score -233614.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -233647.750000 Penalty: 2500.233398
	Iteration 7Q: 3 clusters Score -233647.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -233679.218750 Penalty: 2500.233398
	Iteration 8Q: 3 clusters Score -233679.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -233715.984375 Penalty: 2500.233398
	Iteration 9Q: 3 clusters Score -233716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -233744.640625 Penalty: 2500.233398
	Iteration 10Q: 3 clusters Score -233744.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -233768.890625 Penalty: 2500.233398
	Iteration 11Q: 3 clusters Score -233768.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -233786.984375 Penalty: 2500.233398
	Iteration 12Q: 3 clusters Score -233787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -233799.984375 Penalty: 2500.233398
	Iteration 13Q: 3 clusters Score -233800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -233811.703125 Penalty: 2500.233398
	Iteration 14Q: 3 clusters Score -233811.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -233826.281250 Penalty: 2500.233398
	Iteration 15Q: 3 clusters Score -233826.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -233835.343750 Penalty: 2500.233398
	Iteration 16Q: 3 clusters Score -233835.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -233843.109375 Penalty: 2500.233398
	Iteration 17Q: 3 clusters Score -233843.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -233852.296875 Penalty: 2500.233398
	Iteration 18Q: 3 clusters Score -233852.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -233862.093750 Penalty: 2500.233398
	Iteration 19Q: 3 clusters Score -233862.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -233874.281250 Penalty: 2500.233398
	Iteration 20F: 3 clusters Score -233874.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -233883.312500 Penalty: 2500.233398
	Iteration 21Q: 3 clusters Score -233883.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -233892.406250 Penalty: 2500.233398
	Iteration 22Q: 3 clusters Score -233892.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -233900.171875 Penalty: 2500.233398
	Iteration 23Q: 3 clusters Score -233900.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -233906.500000 Penalty: 2500.233398
	Iteration 24Q: 3 clusters Score -233906.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -233910.953125 Penalty: 2500.233398
	Iteration 25Q: 3 clusters Score -233911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -233911.062500 Penalty: 2500.233398
	Iteration 26Q: 3 clusters Score -233911.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -233913.031250 Penalty: 2500.233398
	Iteration 27Q: 3 clusters Score -233913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -233916.390625 Penalty: 2500.233398
	Iteration 28Q: 3 clusters Score -233916.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -233917.906250 Penalty: 2500.233398
	Iteration 29Q: 3 clusters Score -233917.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -233919.406250 Penalty: 2500.233398
	Iteration 30Q: 3 clusters Score -233919.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -233920.531250 Penalty: 2500.233398
	Iteration 31Q: 3 clusters Score -233920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -233921.593750 Penalty: 2500.233398
	Iteration 32Q: 3 clusters Score -233921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -233924.625000 Penalty: 2500.233398
	Iteration 33Q: 3 clusters Score -233924.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -233929.031250 Penalty: 2500.233398
	Iteration 34Q: 3 clusters Score -233929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -233933.734375 Penalty: 2500.233398
	Iteration 35Q: 3 clusters Score -233933.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -233939.781250 Penalty: 2500.233398
	Iteration 36Q: 3 clusters Score -233939.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -233943.671875 Penalty: 2500.233398
	Iteration 37Q: 3 clusters Score -233943.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -233947.687500 Penalty: 2500.233398
	Iteration 38Q: 3 clusters Score -233947.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -233956.046875 Penalty: 2500.233398
	Iteration 39Q: 3 clusters Score -233956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -233961.921875 Penalty: 2500.233398
	Iteration 40F: 3 clusters Score -233961.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -233966.640625 Penalty: 2500.233398
	Iteration 41Q: 3 clusters Score -233966.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -233968.328125 Penalty: 2500.233398
	Iteration 42Q: 3 clusters Score -233968.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -233968.328125 Penalty: 2500.233398
	Iteration 43F: 3 clusters Score -233968.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -302849.343750 Penalty: 1280.630737
	Iteration 0F: 2 clusters Score -302849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -300396.625000 Penalty: 2561.261475
	Iteration 0F: 3 clusters Score -300396.6 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -300986.218750 Penalty: 2561.261475
	Iteration 1F: 3 clusters Score -300986.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -301110.187500 Penalty: 2561.261475
	Iteration 2F: 3 clusters Score -301110.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -301176.937500 Penalty: 2561.261475
	Iteration 3Q: 3 clusters Score -301176.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -301222.875000 Penalty: 2561.261475
	Iteration 4Q: 3 clusters Score -301222.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -301255.968750 Penalty: 2561.261475
	Iteration 5Q: 3 clusters Score -301256 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -301277.750000 Penalty: 2561.261475
	Iteration 6Q: 3 clusters Score -301277.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -301290.000000 Penalty: 2561.261475
	Iteration 7Q: 3 clusters Score -301290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -301299.312500 Penalty: 2561.261475
	Iteration 8Q: 3 clusters Score -301299.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -301303.156250 Penalty: 2561.261475
	Iteration 9Q: 3 clusters Score -301303.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -301307.875000 Penalty: 2561.261475
	Iteration 10Q: 3 clusters Score -301307.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -301312.843750 Penalty: 2561.261475
	Iteration 11Q: 3 clusters Score -301312.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -301315.343750 Penalty: 2561.261475
	Iteration 12Q: 3 clusters Score -301315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -301315.625000 Penalty: 2561.261475
	Iteration 13Q: 3 clusters Score -301315.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -301318.031250 Penalty: 2561.261475
	Iteration 14Q: 3 clusters Score -301318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -301321.500000 Penalty: 2561.261475
	Iteration 15Q: 3 clusters Score -301321.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -301323.437500 Penalty: 2561.261475
	Iteration 16Q: 3 clusters Score -301323.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301325.375000 Penalty: 2561.261475
	Iteration 17Q: 3 clusters Score -301325.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301325.687500 Penalty: 2561.261475
	Iteration 18Q: 3 clusters Score -301325.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301326.281250 Penalty: 2561.261475
	Iteration 19Q: 3 clusters Score -301326.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301326.281250 Penalty: 2561.261475
	Iteration 20F: 3 clusters Score -301326.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Entering Unmasked Estep 
Score: -1111192.750000 Penalty: 1493.331055
	Iteration 0F: 2 clusters Score -1111193 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1104218.875000 Penalty: 2986.662109
	Iteration 0F: 3 clusters Score -1104219 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1106481.000000 Penalty: 2986.662109
	Iteration 1F: 3 clusters Score -1106481 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1106736.375000 Penalty: 2986.662109
	Iteration 2F: 3 clusters Score -1106736 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1106969.500000 Penalty: 2986.662109
	Iteration 3F: 3 clusters Score -1106970 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1107190.750000 Penalty: 2986.662109
	Iteration 4Q: 3 clusters Score -1107191 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1107402.750000 Penalty: 2986.662109
	Iteration 5Q: 3 clusters Score -1107403 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1107662.250000 Penalty: 2986.662109
	Iteration 6Q: 3 clusters Score -1107662 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1107982.000000 Penalty: 2986.662109
	Iteration 7F: 3 clusters Score -1107982 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1108311.375000 Penalty: 2986.662109
	Iteration 8F: 3 clusters Score -1108311 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1108639.250000 Penalty: 2986.662109
	Iteration 9F: 3 clusters Score -1108639 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1108922.125000 Penalty: 2986.662109
	Iteration 10Q: 3 clusters Score -1108922 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1109153.250000 Penalty: 2986.662109
	Iteration 11Q: 3 clusters Score -1109153 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1109345.250000 Penalty: 2986.662109
	Iteration 12Q: 3 clusters Score -1109345 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1109483.750000 Penalty: 2986.662109
	Iteration 13Q: 3 clusters Score -1109484 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1109601.500000 Penalty: 2986.662109
	Iteration 14Q: 3 clusters Score -1109602 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1109697.250000 Penalty: 2986.662109
	Iteration 15Q: 3 clusters Score -1109697 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1109798.500000 Penalty: 2986.662109
	Iteration 16Q: 3 clusters Score -1109798 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1109891.875000 Penalty: 2986.662109
	Iteration 17Q: 3 clusters Score -1109892 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1109969.875000 Penalty: 2986.662109
	Iteration 18Q: 3 clusters Score -1109970 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1110023.375000 Penalty: 2986.662109
	Iteration 19Q: 3 clusters Score -1110023 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1110056.750000 Penalty: 2986.662109
	Iteration 20F: 3 clusters Score -1110057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1110086.000000 Penalty: 2986.662109
	Iteration 21Q: 3 clusters Score -1110086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1110119.125000 Penalty: 2986.662109
	Iteration 22Q: 3 clusters Score -1110119 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1110145.625000 Penalty: 2986.662109
	Iteration 23Q: 3 clusters Score -1110146 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1110170.250000 Penalty: 2986.662109
	Iteration 24Q: 3 clusters Score -1110170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1110185.250000 Penalty: 2986.662109
	Iteration 25Q: 3 clusters Score -1110185 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1110195.250000 Penalty: 2986.662109
	Iteration 26Q: 3 clusters Score -1110195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1110201.750000 Penalty: 2986.662109
	Iteration 27Q: 3 clusters Score -1110202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1110212.500000 Penalty: 2986.662109
	Iteration 28Q: 3 clusters Score -1110212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1110219.250000 Penalty: 2986.662109
	Iteration 29Q: 3 clusters Score -1110219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1110232.125000 Penalty: 2986.662109
	Iteration 30Q: 3 clusters Score -1110232 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1110245.875000 Penalty: 2986.662109
	Iteration 31Q: 3 clusters Score -1110246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1110257.250000 Penalty: 2986.662109
	Iteration 32Q: 3 clusters Score -1110257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1110264.375000 Penalty: 2986.662109
	Iteration 33Q: 3 clusters Score -1110264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1110271.250000 Penalty: 2986.662109
	Iteration 34Q: 3 clusters Score -1110271 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1110282.250000 Penalty: 2986.662109
	Iteration 35Q: 3 clusters Score -1110282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -1110291.250000 Penalty: 2986.662109
	Iteration 36Q: 3 clusters Score -1110291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1110302.500000 Penalty: 2986.662109
	Iteration 37Q: 3 clusters Score -1110302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1110309.500000 Penalty: 2986.662109
	Iteration 38Q: 3 clusters Score -1110310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1110314.500000 Penalty: 2986.662109
	Iteration 39Q: 3 clusters Score -1110314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1110318.250000 Penalty: 2986.662109
	Iteration 40F: 3 clusters Score -1110318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1110319.750000 Penalty: 2986.662109
	Iteration 41Q: 3 clusters Score -1110320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1110323.875000 Penalty: 2986.662109
	Iteration 42Q: 3 clusters Score -1110324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1110326.000000 Penalty: 2986.662109
	Iteration 43Q: 3 clusters Score -1110326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1110329.250000 Penalty: 2986.662109
	Iteration 44Q: 3 clusters Score -1110329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1110328.875000 Penalty: 2986.662109
	Iteration 45Q: 3 clusters Score -1110329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1110330.000000 Penalty: 2986.662109
	Iteration 46Q: 3 clusters Score -1110330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1110330.625000 Penalty: 2986.662109
	Iteration 47Q: 3 clusters Score -1110331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1110334.000000 Penalty: 2986.662109
	Iteration 48Q: 3 clusters Score -1110334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1110333.000000 Penalty: 2986.662109
	Iteration 49Q: 3 clusters Score -1110333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1110332.875000 Penalty: 2986.662109
	Iteration 50Q: 3 clusters Score -1110333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1110334.125000 Penalty: 2986.662109
	Iteration 51Q: 3 clusters Score -1110334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1110334.125000 Penalty: 2986.662109
	Iteration 52F: 3 clusters Score -1110334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Entering Unmasked Estep 
Score: -77209.179688 Penalty: 1062.682739
	Iteration 0F: 2 clusters Score -77209.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -75983.914062 Penalty: 2125.365479
	Iteration 0F: 3 clusters Score -75983.91 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76183.039062 Penalty: 2125.365479
	Iteration 1F: 3 clusters Score -76183.04 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -76232.367188 Penalty: 2125.365479
	Iteration 2F: 3 clusters Score -76232.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -76264.210938 Penalty: 2125.365479
	Iteration 3Q: 3 clusters Score -76264.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -76284.726562 Penalty: 2125.365479
	Iteration 4Q: 3 clusters Score -76284.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -76292.726562 Penalty: 2125.365479
	Iteration 5Q: 3 clusters Score -76292.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -76296.273438 Penalty: 2125.365479
	Iteration 6Q: 3 clusters Score -76296.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76298.242188 Penalty: 2125.365479
	Iteration 7Q: 3 clusters Score -76298.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -76298.585938 Penalty: 2125.365479
	Iteration 8Q: 3 clusters Score -76298.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76301.062500 Penalty: 2125.365479
	Iteration 9Q: 3 clusters Score -76301.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -76301.062500 Penalty: 2125.365479
	Iteration 10F: 3 clusters Score -76301.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Entering Unmasked Estep 
Score: -230652.593750 Penalty: 1236.118774
	Iteration 0F: 2 clusters Score -230652.6 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 979 members 
Entering Unmasked Estep 
Score: -228537.187500 Penalty: 2472.237549
	Iteration 0F: 3 clusters Score -228537.2 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -228977.125000 Penalty: 2472.237549
	Iteration 1F: 3 clusters Score -228977.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -229087.031250 Penalty: 2472.237549
	Iteration 2F: 3 clusters Score -229087 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -229154.250000 Penalty: 2472.237549
	Iteration 3Q: 3 clusters Score -229154.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -229193.296875 Penalty: 2472.237549
	Iteration 4Q: 3 clusters Score -229193.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -229222.828125 Penalty: 2472.237549
	Iteration 5Q: 3 clusters Score -229222.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -229238.406250 Penalty: 2472.237549
	Iteration 6Q: 3 clusters Score -229238.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -229249.906250 Penalty: 2472.237549
	Iteration 7Q: 3 clusters Score -229249.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -229264.875000 Penalty: 2472.237549
	Iteration 8Q: 3 clusters Score -229264.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -229279.968750 Penalty: 2472.237549
	Iteration 9Q: 3 clusters Score -229280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -229296.281250 Penalty: 2472.237549
	Iteration 10Q: 3 clusters Score -229296.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -229311.812500 Penalty: 2472.237549
	Iteration 11Q: 3 clusters Score -229311.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229319.781250 Penalty: 2472.237549
	Iteration 12Q: 3 clusters Score -229319.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -229324.437500 Penalty: 2472.237549
	Iteration 13Q: 3 clusters Score -229324.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -229329.843750 Penalty: 2472.237549
	Iteration 14Q: 3 clusters Score -229329.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229336.078125 Penalty: 2472.237549
	Iteration 15Q: 3 clusters Score -229336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229343.312500 Penalty: 2472.237549
	Iteration 16Q: 3 clusters Score -229343.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229354.781250 Penalty: 2472.237549
	Iteration 17Q: 3 clusters Score -229354.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -229363.390625 Penalty: 2472.237549
	Iteration 18Q: 3 clusters Score -229363.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229370.968750 Penalty: 2472.237549
	Iteration 19Q: 3 clusters Score -229371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229375.328125 Penalty: 2472.237549
	Iteration 20F: 3 clusters Score -229375.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229378.515625 Penalty: 2472.237549
	Iteration 21Q: 3 clusters Score -229378.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229380.015625 Penalty: 2472.237549
	Iteration 22Q: 3 clusters Score -229380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -229380.515625 Penalty: 2472.237549
	Iteration 23Q: 3 clusters Score -229380.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229381.593750 Penalty: 2472.237549
	Iteration 24Q: 3 clusters Score -229381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -229381.515625 Penalty: 2472.237549
	Iteration 25Q: 3 clusters Score -229381.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -229382.718750 Penalty: 2472.237549
	Iteration 26Q: 3 clusters Score -229382.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -229383.859375 Penalty: 2472.237549
	Iteration 27Q: 3 clusters Score -229383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -229384.937500 Penalty: 2472.237549
	Iteration 28Q: 3 clusters Score -229384.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -229385.515625 Penalty: 2472.237549
	Iteration 29Q: 3 clusters Score -229385.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -229385.515625 Penalty: 2472.237549
	Iteration 30F: 3 clusters Score -229385.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Entering Unmasked Estep 
Score: -104811.984375 Penalty: 1148.162109
	Iteration 0F: 2 clusters Score -104812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -103284.906250 Penalty: 2296.324219
	Iteration 0F: 3 clusters Score -103284.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -103691.281250 Penalty: 2296.324219
	Iteration 1F: 3 clusters Score -103691.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -103869.046875 Penalty: 2296.324219
	Iteration 2F: 3 clusters Score -103869 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -103956.687500 Penalty: 2296.324219
	Iteration 3F: 3 clusters Score -103956.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -103997.015625 Penalty: 2296.324219
	Iteration 4Q: 3 clusters Score -103997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -104036.117188 Penalty: 2296.324219
	Iteration 5Q: 3 clusters Score -104036.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104059.015625 Penalty: 2296.324219
	Iteration 6Q: 3 clusters Score -104059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104075.625000 Penalty: 2296.324219
	Iteration 7Q: 3 clusters Score -104075.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104090.656250 Penalty: 2296.324219
	Iteration 8Q: 3 clusters Score -104090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104099.867188 Penalty: 2296.324219
	Iteration 9Q: 3 clusters Score -104099.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104103.531250 Penalty: 2296.324219
	Iteration 10Q: 3 clusters Score -104103.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104111.140625 Penalty: 2296.324219
	Iteration 11Q: 3 clusters Score -104111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104112.937500 Penalty: 2296.324219
	Iteration 12Q: 3 clusters Score -104112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104114.859375 Penalty: 2296.324219
	Iteration 13Q: 3 clusters Score -104114.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104115.359375 Penalty: 2296.324219
	Iteration 14Q: 3 clusters Score -104115.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104117.070312 Penalty: 2296.324219
	Iteration 15Q: 3 clusters Score -104117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104117.789062 Penalty: 2296.324219
	Iteration 16Q: 3 clusters Score -104117.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104117.789062 Penalty: 2296.324219
	Iteration 17F: 3 clusters Score -104117.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -190471.125000 Penalty: 1212.329712
	Iteration 0F: 2 clusters Score -190471.1 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 891 members 
Entering Unmasked Estep 
Score: -188521.468750 Penalty: 2424.659424
	Iteration 0F: 3 clusters Score -188521.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -188964.109375 Penalty: 2424.659424
	Iteration 1F: 3 clusters Score -188964.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -189156.593750 Penalty: 2424.659424
	Iteration 2F: 3 clusters Score -189156.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -189379.218750 Penalty: 2424.659424
	Iteration 3F: 3 clusters Score -189379.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -189557.843750 Penalty: 2424.659424
	Iteration 4F: 3 clusters Score -189557.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -189655.718750 Penalty: 2424.659424
	Iteration 5F: 3 clusters Score -189655.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -189727.406250 Penalty: 2424.659424
	Iteration 6Q: 3 clusters Score -189727.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -189773.812500 Penalty: 2424.659424
	Iteration 7Q: 3 clusters Score -189773.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -189804.765625 Penalty: 2424.659424
	Iteration 8Q: 3 clusters Score -189804.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -189833.656250 Penalty: 2424.659424
	Iteration 9Q: 3 clusters Score -189833.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -189849.890625 Penalty: 2424.659424
	Iteration 10Q: 3 clusters Score -189849.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -189862.265625 Penalty: 2424.659424
	Iteration 11Q: 3 clusters Score -189862.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -189872.265625 Penalty: 2424.659424
	Iteration 12Q: 3 clusters Score -189872.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -189877.734375 Penalty: 2424.659424
	Iteration 13Q: 3 clusters Score -189877.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -189884.734375 Penalty: 2424.659424
	Iteration 14Q: 3 clusters Score -189884.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -189898.359375 Penalty: 2424.659424
	Iteration 15Q: 3 clusters Score -189898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -189902.734375 Penalty: 2424.659424
	Iteration 16Q: 3 clusters Score -189902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -189903.375000 Penalty: 2424.659424
	Iteration 17Q: 3 clusters Score -189903.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -189903.968750 Penalty: 2424.659424
	Iteration 18Q: 3 clusters Score -189904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -189903.968750 Penalty: 2424.659424
	Iteration 19F: 3 clusters Score -189904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Entering Unmasked Estep 
Score: -654359.062500 Penalty: 1408.358154
	Iteration 0F: 2 clusters Score -654359.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -649893.625000 Penalty: 2816.716309
	Iteration 0F: 3 clusters Score -649893.6 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -651098.500000 Penalty: 2816.716309
	Iteration 1F: 3 clusters Score -651098.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -651271.125000 Penalty: 2816.716309
	Iteration 2F: 3 clusters Score -651271.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -651395.812500 Penalty: 2816.716309
	Iteration 3Q: 3 clusters Score -651395.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -651500.125000 Penalty: 2816.716309
	Iteration 4Q: 3 clusters Score -651500.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -651590.937500 Penalty: 2816.716309
	Iteration 5Q: 3 clusters Score -651590.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -651666.750000 Penalty: 2816.716309
	Iteration 6Q: 3 clusters Score -651666.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -651721.187500 Penalty: 2816.716309
	Iteration 7Q: 3 clusters Score -651721.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -651766.812500 Penalty: 2816.716309
	Iteration 8Q: 3 clusters Score -651766.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -651812.937500 Penalty: 2816.716309
	Iteration 9Q: 3 clusters Score -651812.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -651845.000000 Penalty: 2816.716309
	Iteration 10Q: 3 clusters Score -651845 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -651877.937500 Penalty: 2816.716309
	Iteration 11Q: 3 clusters Score -651877.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -651912.187500 Penalty: 2816.716309
	Iteration 12Q: 3 clusters Score -651912.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -651948.562500 Penalty: 2816.716309
	Iteration 13Q: 3 clusters Score -651948.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -651989.125000 Penalty: 2816.716309
	Iteration 14Q: 3 clusters Score -651989.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -652025.687500 Penalty: 2816.716309
	Iteration 15Q: 3 clusters Score -652025.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -652079.250000 Penalty: 2816.716309
	Iteration 16Q: 3 clusters Score -652079.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -652144.625000 Penalty: 2816.716309
	Iteration 17Q: 3 clusters Score -652144.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -652231.312500 Penalty: 2816.716309
	Iteration 18Q: 3 clusters Score -652231.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -652346.562500 Penalty: 2816.716309
	Iteration 19Q: 3 clusters Score -652346.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -652450.562500 Penalty: 2816.716309
	Iteration 20F: 3 clusters Score -652450.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -652570.687500 Penalty: 2816.716309
	Iteration 21Q: 3 clusters Score -652570.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -652685.062500 Penalty: 2816.716309
	Iteration 22Q: 3 clusters Score -652685.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -652787.937500 Penalty: 2816.716309
	Iteration 23Q: 3 clusters Score -652787.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -652896.562500 Penalty: 2816.716309
	Iteration 24Q: 3 clusters Score -652896.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -652972.937500 Penalty: 2816.716309
	Iteration 25Q: 3 clusters Score -652972.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -653031.187500 Penalty: 2816.716309
	Iteration 26Q: 3 clusters Score -653031.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -653088.250000 Penalty: 2816.716309
	Iteration 27Q: 3 clusters Score -653088.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -653150.562500 Penalty: 2816.716309
	Iteration 28Q: 3 clusters Score -653150.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -653190.875000 Penalty: 2816.716309
	Iteration 29Q: 3 clusters Score -653190.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -653223.625000 Penalty: 2816.716309
	Iteration 30Q: 3 clusters Score -653223.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -653242.062500 Penalty: 2816.716309
	Iteration 31Q: 3 clusters Score -653242.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -653254.187500 Penalty: 2816.716309
	Iteration 32Q: 3 clusters Score -653254.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -653262.812500 Penalty: 2816.716309
	Iteration 33Q: 3 clusters Score -653262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -653266.187500 Penalty: 2816.716309
	Iteration 34Q: 3 clusters Score -653266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -653271.000000 Penalty: 2816.716309
	Iteration 35Q: 3 clusters Score -653271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -653276.250000 Penalty: 2816.716309
	Iteration 36Q: 3 clusters Score -653276.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -653280.187500 Penalty: 2816.716309
	Iteration 37Q: 3 clusters Score -653280.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -653285.750000 Penalty: 2816.716309
	Iteration 38Q: 3 clusters Score -653285.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -653291.812500 Penalty: 2816.716309
	Iteration 39Q: 3 clusters Score -653291.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -653300.750000 Penalty: 2816.716309
	Iteration 40F: 3 clusters Score -653300.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -653312.250000 Penalty: 2816.716309
	Iteration 41Q: 3 clusters Score -653312.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -653318.062500 Penalty: 2816.716309
	Iteration 42Q: 3 clusters Score -653318.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -653326.937500 Penalty: 2816.716309
	Iteration 43Q: 3 clusters Score -653326.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -653334.000000 Penalty: 2816.716309
	Iteration 44Q: 3 clusters Score -653334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -653340.687500 Penalty: 2816.716309
	Iteration 45Q: 3 clusters Score -653340.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -653345.625000 Penalty: 2816.716309
	Iteration 46Q: 3 clusters Score -653345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -653348.687500 Penalty: 2816.716309
	Iteration 47Q: 3 clusters Score -653348.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -653353.937500 Penalty: 2816.716309
	Iteration 48Q: 3 clusters Score -653353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -653355.687500 Penalty: 2816.716309
	Iteration 49Q: 3 clusters Score -653355.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -653358.625000 Penalty: 2816.716309
	Iteration 50Q: 3 clusters Score -653358.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -653364.187500 Penalty: 2816.716309
	Iteration 51Q: 3 clusters Score -653364.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -653366.437500 Penalty: 2816.716309
	Iteration 52Q: 3 clusters Score -653366.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -653366.437500 Penalty: 2816.716309
	Iteration 53F: 3 clusters Score -653366.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Entering Unmasked Estep 
Score: -1091391.250000 Penalty: 1487.022583
	Iteration 0F: 2 clusters Score -1091391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1084591.000000 Penalty: 2974.045166
	Iteration 0F: 3 clusters Score -1084591 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1086677.500000 Penalty: 2974.045166
	Iteration 1F: 3 clusters Score -1086678 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1086910.750000 Penalty: 2974.045166
	Iteration 2F: 3 clusters Score -1086911 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1087100.250000 Penalty: 2974.045166
	Iteration 3F: 3 clusters Score -1087100 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1087279.500000 Penalty: 2974.045166
	Iteration 4Q: 3 clusters Score -1087280 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1087484.375000 Penalty: 2974.045166
	Iteration 5Q: 3 clusters Score -1087484 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1087758.000000 Penalty: 2974.045166
	Iteration 6Q: 3 clusters Score -1087758 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1088084.625000 Penalty: 2974.045166
	Iteration 7F: 3 clusters Score -1088085 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1088460.750000 Penalty: 2974.045166
	Iteration 8F: 3 clusters Score -1088461 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1088870.000000 Penalty: 2974.045166
	Iteration 9F: 3 clusters Score -1088870 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1089235.750000 Penalty: 2974.045166
	Iteration 10Q: 3 clusters Score -1089236 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1089537.500000 Penalty: 2974.045166
	Iteration 11Q: 3 clusters Score -1089538 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1089723.250000 Penalty: 2974.045166
	Iteration 12Q: 3 clusters Score -1089723 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1089855.625000 Penalty: 2974.045166
	Iteration 13Q: 3 clusters Score -1089856 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1089954.625000 Penalty: 2974.045166
	Iteration 14Q: 3 clusters Score -1089955 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1090016.750000 Penalty: 2974.045166
	Iteration 15Q: 3 clusters Score -1090017 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1090061.625000 Penalty: 2974.045166
	Iteration 16Q: 3 clusters Score -1090062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1090093.250000 Penalty: 2974.045166
	Iteration 17Q: 3 clusters Score -1090093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1090111.000000 Penalty: 2974.045166
	Iteration 18Q: 3 clusters Score -1090111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1090126.000000 Penalty: 2974.045166
	Iteration 19Q: 3 clusters Score -1090126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -1090132.750000 Penalty: 2974.045166
	Iteration 20F: 3 clusters Score -1090133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1090142.375000 Penalty: 2974.045166
	Iteration 21Q: 3 clusters Score -1090142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1090144.875000 Penalty: 2974.045166
	Iteration 22Q: 3 clusters Score -1090145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1090152.250000 Penalty: 2974.045166
	Iteration 23Q: 3 clusters Score -1090152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1090160.000000 Penalty: 2974.045166
	Iteration 24Q: 3 clusters Score -1090160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -1090164.000000 Penalty: 2974.045166
	Iteration 25Q: 3 clusters Score -1090164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1090168.250000 Penalty: 2974.045166
	Iteration 26Q: 3 clusters Score -1090168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1090170.250000 Penalty: 2974.045166
	Iteration 27Q: 3 clusters Score -1090170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1090170.250000 Penalty: 2974.045166
	Iteration 28F: 3 clusters Score -1090170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Entering Unmasked Estep 
Score: -195492.093750 Penalty: 1215.569580
	Iteration 0F: 2 clusters Score -195492.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -193555.562500 Penalty: 2431.139160
	Iteration 0F: 3 clusters Score -193555.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -193948.578125 Penalty: 2431.139160
	Iteration 1F: 3 clusters Score -193948.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194054.171875 Penalty: 2431.139160
	Iteration 2F: 3 clusters Score -194054.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -194103.312500 Penalty: 2431.139160
	Iteration 3Q: 3 clusters Score -194103.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -194138.562500 Penalty: 2431.139160
	Iteration 4Q: 3 clusters Score -194138.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -194173.968750 Penalty: 2431.139160
	Iteration 5Q: 3 clusters Score -194174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -194211.718750 Penalty: 2431.139160
	Iteration 6Q: 3 clusters Score -194211.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -194238.812500 Penalty: 2431.139160
	Iteration 7Q: 3 clusters Score -194238.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -194251.078125 Penalty: 2431.139160
	Iteration 8Q: 3 clusters Score -194251.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -194261.984375 Penalty: 2431.139160
	Iteration 9Q: 3 clusters Score -194262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -194274.250000 Penalty: 2431.139160
	Iteration 10Q: 3 clusters Score -194274.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -194285.843750 Penalty: 2431.139160
	Iteration 11Q: 3 clusters Score -194285.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194299.546875 Penalty: 2431.139160
	Iteration 12Q: 3 clusters Score -194299.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -194321.437500 Penalty: 2431.139160
	Iteration 13Q: 3 clusters Score -194321.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194344.656250 Penalty: 2431.139160
	Iteration 14Q: 3 clusters Score -194344.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -194365.515625 Penalty: 2431.139160
	Iteration 15Q: 3 clusters Score -194365.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194377.296875 Penalty: 2431.139160
	Iteration 16Q: 3 clusters Score -194377.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -194385.390625 Penalty: 2431.139160
	Iteration 17Q: 3 clusters Score -194385.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194391.703125 Penalty: 2431.139160
	Iteration 18Q: 3 clusters Score -194391.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194397.921875 Penalty: 2431.139160
	Iteration 19Q: 3 clusters Score -194397.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194404.156250 Penalty: 2431.139160
	Iteration 20F: 3 clusters Score -194404.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -194406.468750 Penalty: 2431.139160
	Iteration 21Q: 3 clusters Score -194406.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -194409.781250 Penalty: 2431.139160
	Iteration 22Q: 3 clusters Score -194409.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -194411.984375 Penalty: 2431.139160
	Iteration 23Q: 3 clusters Score -194412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194420.375000 Penalty: 2431.139160
	Iteration 24Q: 3 clusters Score -194420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -194426.937500 Penalty: 2431.139160
	Iteration 25Q: 3 clusters Score -194426.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -194433.578125 Penalty: 2431.139160
	Iteration 26Q: 3 clusters Score -194433.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -194441.328125 Penalty: 2431.139160
	Iteration 27Q: 3 clusters Score -194441.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -194449.390625 Penalty: 2431.139160
	Iteration 28Q: 3 clusters Score -194449.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -194469.093750 Penalty: 2431.139160
	Iteration 29Q: 3 clusters Score -194469.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -194500.046875 Penalty: 2431.139160
	Iteration 30Q: 3 clusters Score -194500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -194543.265625 Penalty: 2431.139160
	Iteration 31Q: 3 clusters Score -194543.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -194617.843750 Penalty: 2431.139160
	Iteration 32Q: 3 clusters Score -194617.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -194737.328125 Penalty: 2431.139160
	Iteration 33Q: 3 clusters Score -194737.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -194857.187500 Penalty: 2431.139160
	Iteration 34F: 3 clusters Score -194857.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -194944.578125 Penalty: 2431.139160
	Iteration 35Q: 3 clusters Score -194944.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -195013.656250 Penalty: 2431.139160
	Iteration 36Q: 3 clusters Score -195013.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -195049.328125 Penalty: 2431.139160
	Iteration 37Q: 3 clusters Score -195049.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -195077.468750 Penalty: 2431.139160
	Iteration 38Q: 3 clusters Score -195077.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -195088.218750 Penalty: 2431.139160
	Iteration 39Q: 3 clusters Score -195088.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -195093.984375 Penalty: 2431.139160
	Iteration 40F: 3 clusters Score -195094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -195102.578125 Penalty: 2431.139160
	Iteration 41Q: 3 clusters Score -195102.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195108.718750 Penalty: 2431.139160
	Iteration 42Q: 3 clusters Score -195108.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195110.562500 Penalty: 2431.139160
	Iteration 43Q: 3 clusters Score -195110.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195111.578125 Penalty: 2431.139160
	Iteration 44Q: 3 clusters Score -195111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -195112.203125 Penalty: 2431.139160
	Iteration 45Q: 3 clusters Score -195112.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195112.406250 Penalty: 2431.139160
	Iteration 46Q: 3 clusters Score -195112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195112.406250 Penalty: 2431.139160
	Iteration 47F: 3 clusters Score -195112.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (4811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Entering Unmasked Estep 
Score: -546215.312500 Penalty: 1377.782349
	Iteration 0F: 2 clusters Score -546215.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -542359.937500 Penalty: 2755.564697
	Iteration 0F: 3 clusters Score -542359.9 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -543422.500000 Penalty: 2755.564697
	Iteration 1F: 3 clusters Score -543422.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -543589.312500 Penalty: 2755.564697
	Iteration 2F: 3 clusters Score -543589.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -543686.687500 Penalty: 2755.564697
	Iteration 3Q: 3 clusters Score -543686.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -543746.000000 Penalty: 2755.564697
	Iteration 4Q: 3 clusters Score -543746 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -543794.312500 Penalty: 2755.564697
	Iteration 5Q: 3 clusters Score -543794.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -543832.187500 Penalty: 2755.564697
	Iteration 6Q: 3 clusters Score -543832.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -543878.500000 Penalty: 2755.564697
	Iteration 7Q: 3 clusters Score -543878.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -543916.812500 Penalty: 2755.564697
	Iteration 8Q: 3 clusters Score -543916.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -543953.750000 Penalty: 2755.564697
	Iteration 9Q: 3 clusters Score -543953.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -543983.000000 Penalty: 2755.564697
	Iteration 10Q: 3 clusters Score -543983 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544014.062500 Penalty: 2755.564697
	Iteration 11Q: 3 clusters Score -544014.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -544043.187500 Penalty: 2755.564697
	Iteration 12Q: 3 clusters Score -544043.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -544070.312500 Penalty: 2755.564697
	Iteration 13Q: 3 clusters Score -544070.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -544095.687500 Penalty: 2755.564697
	Iteration 14Q: 3 clusters Score -544095.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -544122.250000 Penalty: 2755.564697
	Iteration 15Q: 3 clusters Score -544122.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -544147.437500 Penalty: 2755.564697
	Iteration 16Q: 3 clusters Score -544147.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -544167.500000 Penalty: 2755.564697
	Iteration 17Q: 3 clusters Score -544167.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -544188.250000 Penalty: 2755.564697
	Iteration 18Q: 3 clusters Score -544188.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -544208.500000 Penalty: 2755.564697
	Iteration 19Q: 3 clusters Score -544208.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -544223.562500 Penalty: 2755.564697
	Iteration 20F: 3 clusters Score -544223.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -544239.375000 Penalty: 2755.564697
	Iteration 21Q: 3 clusters Score -544239.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -544256.312500 Penalty: 2755.564697
	Iteration 22Q: 3 clusters Score -544256.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -544276.937500 Penalty: 2755.564697
	Iteration 23Q: 3 clusters Score -544276.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -544294.937500 Penalty: 2755.564697
	Iteration 24Q: 3 clusters Score -544294.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -544314.812500 Penalty: 2755.564697
	Iteration 25Q: 3 clusters Score -544314.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -544346.687500 Penalty: 2755.564697
	Iteration 26Q: 3 clusters Score -544346.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -544387.062500 Penalty: 2755.564697
	Iteration 27Q: 3 clusters Score -544387.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -544430.000000 Penalty: 2755.564697
	Iteration 28Q: 3 clusters Score -544430 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -544472.750000 Penalty: 2755.564697
	Iteration 29Q: 3 clusters Score -544472.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -544514.812500 Penalty: 2755.564697
	Iteration 30Q: 3 clusters Score -544514.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -544570.187500 Penalty: 2755.564697
	Iteration 31Q: 3 clusters Score -544570.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -544636.750000 Penalty: 2755.564697
	Iteration 32Q: 3 clusters Score -544636.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -544700.375000 Penalty: 2755.564697
	Iteration 33Q: 3 clusters Score -544700.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -544766.062500 Penalty: 2755.564697
	Iteration 34Q: 3 clusters Score -544766.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -544839.625000 Penalty: 2755.564697
	Iteration 35Q: 3 clusters Score -544839.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -544926.625000 Penalty: 2755.564697
	Iteration 36Q: 3 clusters Score -544926.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -545005.687500 Penalty: 2755.564697
	Iteration 37Q: 3 clusters Score -545005.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -545067.437500 Penalty: 2755.564697
	Iteration 38Q: 3 clusters Score -545067.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -545112.812500 Penalty: 2755.564697
	Iteration 39Q: 3 clusters Score -545112.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -545166.187500 Penalty: 2755.564697
	Iteration 40F: 3 clusters Score -545166.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -545201.750000 Penalty: 2755.564697
	Iteration 41Q: 3 clusters Score -545201.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -545224.312500 Penalty: 2755.564697
	Iteration 42Q: 3 clusters Score -545224.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -545237.875000 Penalty: 2755.564697
	Iteration 43Q: 3 clusters Score -545237.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -545245.000000 Penalty: 2755.564697
	Iteration 44Q: 3 clusters Score -545245 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -545251.250000 Penalty: 2755.564697
	Iteration 45Q: 3 clusters Score -545251.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -545252.812500 Penalty: 2755.564697
	Iteration 46Q: 3 clusters Score -545252.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -545255.625000 Penalty: 2755.564697
	Iteration 47Q: 3 clusters Score -545255.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -545255.625000 Penalty: 2755.564697
	Iteration 48Q: 3 clusters Score -545255.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -545256.875000 Penalty: 2755.564697
	Iteration 49Q: 3 clusters Score -545256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -545258.625000 Penalty: 2755.564697
	Iteration 50Q: 3 clusters Score -545258.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -545261.000000 Penalty: 2755.564697
	Iteration 51Q: 3 clusters Score -545261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -545264.187500 Penalty: 2755.564697
	Iteration 52Q: 3 clusters Score -545264.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -545264.875000 Penalty: 2755.564697
	Iteration 53Q: 3 clusters Score -545264.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -545266.187500 Penalty: 2755.564697
	Iteration 54Q: 3 clusters Score -545266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -545268.062500 Penalty: 2755.564697
	Iteration 55Q: 3 clusters Score -545268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -545269.937500 Penalty: 2755.564697
	Iteration 56Q: 3 clusters Score -545269.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -545269.625000 Penalty: 2755.564697
	Iteration 57Q: 3 clusters Score -545269.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -545270.312500 Penalty: 2755.564697
	Iteration 58Q: 3 clusters Score -545270.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -545271.125000 Penalty: 2755.564697
	Iteration 59Q: 3 clusters Score -545271.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -545272.000000 Penalty: 2755.564697
	Iteration 60F: 3 clusters Score -545272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Entering Unmasked Estep 
Score: -211393.500000 Penalty: 1226.811523
	Iteration 0F: 2 clusters Score -211393.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -209402.671875 Penalty: 2453.623047
	Iteration 0F: 3 clusters Score -209402.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -209829.343750 Penalty: 2453.623047
	Iteration 1F: 3 clusters Score -209829.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -209964.703125 Penalty: 2453.623047
	Iteration 2F: 3 clusters Score -209964.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -210038.031250 Penalty: 2453.623047
	Iteration 3F: 3 clusters Score -210038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -210090.812500 Penalty: 2453.623047
	Iteration 4Q: 3 clusters Score -210090.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -210124.109375 Penalty: 2453.623047
	Iteration 5Q: 3 clusters Score -210124.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -210149.015625 Penalty: 2453.623047
	Iteration 6Q: 3 clusters Score -210149 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -210172.203125 Penalty: 2453.623047
	Iteration 7Q: 3 clusters Score -210172.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -210197.656250 Penalty: 2453.623047
	Iteration 8Q: 3 clusters Score -210197.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -210213.937500 Penalty: 2453.623047
	Iteration 9Q: 3 clusters Score -210213.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -210225.890625 Penalty: 2453.623047
	Iteration 10Q: 3 clusters Score -210225.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -210235.546875 Penalty: 2453.623047
	Iteration 11Q: 3 clusters Score -210235.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -210245.296875 Penalty: 2453.623047
	Iteration 12Q: 3 clusters Score -210245.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -210256.703125 Penalty: 2453.623047
	Iteration 13Q: 3 clusters Score -210256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -210266.515625 Penalty: 2453.623047
	Iteration 14Q: 3 clusters Score -210266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -210273.109375 Penalty: 2453.623047
	Iteration 15Q: 3 clusters Score -210273.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -210282.671875 Penalty: 2453.623047
	Iteration 16Q: 3 clusters Score -210282.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -210295.640625 Penalty: 2453.623047
	Iteration 17Q: 3 clusters Score -210295.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -210311.984375 Penalty: 2453.623047
	Iteration 18Q: 3 clusters Score -210312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -210336.031250 Penalty: 2453.623047
	Iteration 19Q: 3 clusters Score -210336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -210357.531250 Penalty: 2453.623047
	Iteration 20F: 3 clusters Score -210357.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -210382.703125 Penalty: 2453.623047
	Iteration 21Q: 3 clusters Score -210382.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -210414.250000 Penalty: 2453.623047
	Iteration 22Q: 3 clusters Score -210414.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -210440.593750 Penalty: 2453.623047
	Iteration 23Q: 3 clusters Score -210440.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -210471.984375 Penalty: 2453.623047
	Iteration 24Q: 3 clusters Score -210472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -210497.890625 Penalty: 2453.623047
	Iteration 25Q: 3 clusters Score -210497.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -210521.421875 Penalty: 2453.623047
	Iteration 26Q: 3 clusters Score -210521.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -210540.875000 Penalty: 2453.623047
	Iteration 27Q: 3 clusters Score -210540.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -210549.500000 Penalty: 2453.623047
	Iteration 28Q: 3 clusters Score -210549.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -210556.437500 Penalty: 2453.623047
	Iteration 29Q: 3 clusters Score -210556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -210559.296875 Penalty: 2453.623047
	Iteration 30Q: 3 clusters Score -210559.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -210560.890625 Penalty: 2453.623047
	Iteration 31Q: 3 clusters Score -210560.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210561.859375 Penalty: 2453.623047
	Iteration 32Q: 3 clusters Score -210561.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210563.625000 Penalty: 2453.623047
	Iteration 33Q: 3 clusters Score -210563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -210563.609375 Penalty: 2453.623047
	Iteration 34Q: 3 clusters Score -210563.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -210564.531250 Penalty: 2453.623047
	Iteration 35Q: 3 clusters Score -210564.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -210565.546875 Penalty: 2453.623047
	Iteration 36Q: 3 clusters Score -210565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210566.171875 Penalty: 2453.623047
	Iteration 37Q: 3 clusters Score -210566.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -210566.171875 Penalty: 2453.623047
	Iteration 38F: 3 clusters Score -210566.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Entering Unmasked Estep 
Score: -177828.640625 Penalty: 1193.201660
	Iteration 0F: 2 clusters Score -177828.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -176009.296875 Penalty: 2386.403320
	Iteration 0F: 3 clusters Score -176009.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -176362.812500 Penalty: 2386.403320
	Iteration 1F: 3 clusters Score -176362.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -176453.078125 Penalty: 2386.403320
	Iteration 2F: 3 clusters Score -176453.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -176500.078125 Penalty: 2386.403320
	Iteration 3Q: 3 clusters Score -176500.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -176535.453125 Penalty: 2386.403320
	Iteration 4Q: 3 clusters Score -176535.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -176562.453125 Penalty: 2386.403320
	Iteration 5Q: 3 clusters Score -176562.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -176585.265625 Penalty: 2386.403320
	Iteration 6Q: 3 clusters Score -176585.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176600.531250 Penalty: 2386.403320
	Iteration 7Q: 3 clusters Score -176600.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176611.421875 Penalty: 2386.403320
	Iteration 8Q: 3 clusters Score -176611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -176618.328125 Penalty: 2386.403320
	Iteration 9Q: 3 clusters Score -176618.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -176621.531250 Penalty: 2386.403320
	Iteration 10Q: 3 clusters Score -176621.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -176624.531250 Penalty: 2386.403320
	Iteration 11Q: 3 clusters Score -176624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -176627.375000 Penalty: 2386.403320
	Iteration 12Q: 3 clusters Score -176627.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -176628.875000 Penalty: 2386.403320
	Iteration 13Q: 3 clusters Score -176628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -176630.062500 Penalty: 2386.403320
	Iteration 14Q: 3 clusters Score -176630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -176632.265625 Penalty: 2386.403320
	Iteration 15Q: 3 clusters Score -176632.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -176634.343750 Penalty: 2386.403320
	Iteration 16Q: 3 clusters Score -176634.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176635.015625 Penalty: 2386.403320
	Iteration 17Q: 3 clusters Score -176635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -176635.015625 Penalty: 2386.403320
	Iteration 18F: 3 clusters Score -176635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (3953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Entering Unmasked Estep 
Score: -443443.468750 Penalty: 1345.862427
	Iteration 0F: 2 clusters Score -443443.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -440116.468750 Penalty: 2691.724854
	Iteration 0F: 3 clusters Score -440116.5 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -440950.906250 Penalty: 2691.724854
	Iteration 1F: 3 clusters Score -440950.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -441111.343750 Penalty: 2691.724854
	Iteration 2F: 3 clusters Score -441111.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -441222.125000 Penalty: 2691.724854
	Iteration 3F: 3 clusters Score -441222.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -441315.906250 Penalty: 2691.724854
	Iteration 4Q: 3 clusters Score -441315.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -441400.468750 Penalty: 2691.724854
	Iteration 5Q: 3 clusters Score -441400.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -441460.343750 Penalty: 2691.724854
	Iteration 6Q: 3 clusters Score -441460.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -441521.218750 Penalty: 2691.724854
	Iteration 7Q: 3 clusters Score -441521.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -441589.343750 Penalty: 2691.724854
	Iteration 8Q: 3 clusters Score -441589.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -441681.187500 Penalty: 2691.724854
	Iteration 9Q: 3 clusters Score -441681.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -441794.531250 Penalty: 2691.724854
	Iteration 10Q: 3 clusters Score -441794.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -441930.281250 Penalty: 2691.724854
	Iteration 11Q: 3 clusters Score -441930.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -442054.062500 Penalty: 2691.724854
	Iteration 12Q: 3 clusters Score -442054.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -442167.500000 Penalty: 2691.724854
	Iteration 13Q: 3 clusters Score -442167.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -442265.593750 Penalty: 2691.724854
	Iteration 14Q: 3 clusters Score -442265.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -442366.812500 Penalty: 2691.724854
	Iteration 15Q: 3 clusters Score -442366.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -442435.750000 Penalty: 2691.724854
	Iteration 16Q: 3 clusters Score -442435.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -442502.937500 Penalty: 2691.724854
	Iteration 17Q: 3 clusters Score -442502.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -442540.718750 Penalty: 2691.724854
	Iteration 18Q: 3 clusters Score -442540.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -442558.406250 Penalty: 2691.724854
	Iteration 19Q: 3 clusters Score -442558.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -442576.968750 Penalty: 2691.724854
	Iteration 20F: 3 clusters Score -442577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -442592.531250 Penalty: 2691.724854
	Iteration 21Q: 3 clusters Score -442592.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -442601.781250 Penalty: 2691.724854
	Iteration 22Q: 3 clusters Score -442601.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -442611.687500 Penalty: 2691.724854
	Iteration 23Q: 3 clusters Score -442611.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -442616.625000 Penalty: 2691.724854
	Iteration 24Q: 3 clusters Score -442616.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -442624.156250 Penalty: 2691.724854
	Iteration 25Q: 3 clusters Score -442624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -442630.375000 Penalty: 2691.724854
	Iteration 26Q: 3 clusters Score -442630.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -442638.531250 Penalty: 2691.724854
	Iteration 27Q: 3 clusters Score -442638.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -442642.062500 Penalty: 2691.724854
	Iteration 28Q: 3 clusters Score -442642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -442645.468750 Penalty: 2691.724854
	Iteration 29Q: 3 clusters Score -442645.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -442649.875000 Penalty: 2691.724854
	Iteration 30Q: 3 clusters Score -442649.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -442654.031250 Penalty: 2691.724854
	Iteration 31Q: 3 clusters Score -442654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -442656.593750 Penalty: 2691.724854
	Iteration 32Q: 3 clusters Score -442656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -442659.218750 Penalty: 2691.724854
	Iteration 33Q: 3 clusters Score -442659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -442664.093750 Penalty: 2691.724854
	Iteration 34Q: 3 clusters Score -442664.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -442672.312500 Penalty: 2691.724854
	Iteration 35Q: 3 clusters Score -442672.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -442677.718750 Penalty: 2691.724854
	Iteration 36Q: 3 clusters Score -442677.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -442685.812500 Penalty: 2691.724854
	Iteration 37Q: 3 clusters Score -442685.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -442691.062500 Penalty: 2691.724854
	Iteration 38Q: 3 clusters Score -442691.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -442696.125000 Penalty: 2691.724854
	Iteration 39Q: 3 clusters Score -442696.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -442698.968750 Penalty: 2691.724854
	Iteration 40F: 3 clusters Score -442699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -442708.562500 Penalty: 2691.724854
	Iteration 41Q: 3 clusters Score -442708.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -442715.281250 Penalty: 2691.724854
	Iteration 42Q: 3 clusters Score -442715.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -442723.062500 Penalty: 2691.724854
	Iteration 43Q: 3 clusters Score -442723.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -442727.968750 Penalty: 2691.724854
	Iteration 44Q: 3 clusters Score -442728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -442731.593750 Penalty: 2691.724854
	Iteration 45Q: 3 clusters Score -442731.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -442738.687500 Penalty: 2691.724854
	Iteration 46Q: 3 clusters Score -442738.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -442740.531250 Penalty: 2691.724854
	Iteration 47Q: 3 clusters Score -442740.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -442746.218750 Penalty: 2691.724854
	Iteration 48Q: 3 clusters Score -442746.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -442751.843750 Penalty: 2691.724854
	Iteration 49Q: 3 clusters Score -442751.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -442756.281250 Penalty: 2691.724854
	Iteration 50Q: 3 clusters Score -442756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -442762.281250 Penalty: 2691.724854
	Iteration 51Q: 3 clusters Score -442762.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -442768.125000 Penalty: 2691.724854
	Iteration 52Q: 3 clusters Score -442768.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -442774.000000 Penalty: 2691.724854
	Iteration 53Q: 3 clusters Score -442774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -442777.843750 Penalty: 2691.724854
	Iteration 54Q: 3 clusters Score -442777.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -442780.687500 Penalty: 2691.724854
	Iteration 55Q: 3 clusters Score -442780.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -442786.468750 Penalty: 2691.724854
	Iteration 56Q: 3 clusters Score -442786.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -442792.406250 Penalty: 2691.724854
	Iteration 57Q: 3 clusters Score -442792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -442792.843750 Penalty: 2691.724854
	Iteration 58Q: 3 clusters Score -442792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -442795.031250 Penalty: 2691.724854
	Iteration 59Q: 3 clusters Score -442795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -442796.250000 Penalty: 2691.724854
	Iteration 60F: 3 clusters Score -442796.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -442798.156250 Penalty: 2691.724854
	Iteration 61Q: 3 clusters Score -442798.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -442798.562500 Penalty: 2691.724854
	Iteration 62Q: 3 clusters Score -442798.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -442800.187500 Penalty: 2691.724854
	Iteration 63Q: 3 clusters Score -442800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -442801.843750 Penalty: 2691.724854
	Iteration 64Q: 3 clusters Score -442801.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -442802.593750 Penalty: 2691.724854
	Iteration 65Q: 3 clusters Score -442802.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -442803.781250 Penalty: 2691.724854
	Iteration 66Q: 3 clusters Score -442803.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -442806.218750 Penalty: 2691.724854
	Iteration 67Q: 3 clusters Score -442806.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -442806.656250 Penalty: 2691.724854
	Iteration 68Q: 3 clusters Score -442806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -442809.187500 Penalty: 2691.724854
	Iteration 69Q: 3 clusters Score -442809.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -442808.593750 Penalty: 2691.724854
	Iteration 70Q: 3 clusters Score -442808.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -442809.656250 Penalty: 2691.724854
	Iteration 71Q: 3 clusters Score -442809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -442810.000000 Penalty: 2691.724854
	Iteration 72Q: 3 clusters Score -442810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -442810.000000 Penalty: 2691.724854
	Iteration 73F: 3 clusters Score -442810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Entering Unmasked Estep 
Score: -80800.234375 Penalty: 1089.865112
	Iteration 0F: 2 clusters Score -80800.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -79512.554688 Penalty: 2179.730225
	Iteration 0F: 3 clusters Score -79512.55 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79782.460938 Penalty: 2179.730225
	Iteration 1F: 3 clusters Score -79782.46 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79861.046875 Penalty: 2179.730225
	Iteration 2F: 3 clusters Score -79861.05 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79902.578125 Penalty: 2179.730225
	Iteration 3Q: 3 clusters Score -79902.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79932.914062 Penalty: 2179.730225
	Iteration 4Q: 3 clusters Score -79932.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -79966.210938 Penalty: 2179.730225
	Iteration 5Q: 3 clusters Score -79966.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79979.148438 Penalty: 2179.730225
	Iteration 6Q: 3 clusters Score -79979.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -79989.312500 Penalty: 2179.730225
	Iteration 7Q: 3 clusters Score -79989.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -79996.710938 Penalty: 2179.730225
	Iteration 8Q: 3 clusters Score -79996.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80002.695312 Penalty: 2179.730225
	Iteration 9Q: 3 clusters Score -80002.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80005.343750 Penalty: 2179.730225
	Iteration 10Q: 3 clusters Score -80005.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80009.695312 Penalty: 2179.730225
	Iteration 11Q: 3 clusters Score -80009.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -80011.515625 Penalty: 2179.730225
	Iteration 12Q: 3 clusters Score -80011.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80013.750000 Penalty: 2179.730225
	Iteration 13Q: 3 clusters Score -80013.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -80020.914062 Penalty: 2179.730225
	Iteration 14Q: 3 clusters Score -80020.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -80025.171875 Penalty: 2179.730225
	Iteration 15Q: 3 clusters Score -80025.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80029.085938 Penalty: 2179.730225
	Iteration 16Q: 3 clusters Score -80029.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80029.757812 Penalty: 2179.730225
	Iteration 17Q: 3 clusters Score -80029.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80031.421875 Penalty: 2179.730225
	Iteration 18Q: 3 clusters Score -80031.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -80031.968750 Penalty: 2179.730225
	Iteration 19Q: 3 clusters Score -80031.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -80033.453125 Penalty: 2179.730225
	Iteration 20F: 3 clusters Score -80033.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -80041.343750 Penalty: 2179.730225
	Iteration 21Q: 3 clusters Score -80041.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -80046.421875 Penalty: 2179.730225
	Iteration 22Q: 3 clusters Score -80046.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80049.078125 Penalty: 2179.730225
	Iteration 23Q: 3 clusters Score -80049.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80057.890625 Penalty: 2179.730225
	Iteration 24Q: 3 clusters Score -80057.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80068.921875 Penalty: 2179.730225
	Iteration 25Q: 3 clusters Score -80068.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -80070.921875 Penalty: 2179.730225
	Iteration 26Q: 3 clusters Score -80070.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80071.070312 Penalty: 2179.730225
	Iteration 27Q: 3 clusters Score -80071.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -80071.070312 Penalty: 2179.730225
	Iteration 28F: 3 clusters Score -80071.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -54446.070312 Penalty: 1008.895874
	Iteration 0F: 2 clusters Score -54446.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -53379.605469 Penalty: 2017.791748
	Iteration 0F: 3 clusters Score -53379.61 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -53547.523438 Penalty: 2017.791748
	Iteration 1F: 3 clusters Score -53547.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53616.945312 Penalty: 2017.791748
	Iteration 2F: 3 clusters Score -53616.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53655.328125 Penalty: 2017.791748
	Iteration 3Q: 3 clusters Score -53655.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53677.468750 Penalty: 2017.791748
	Iteration 4Q: 3 clusters Score -53677.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53686.230469 Penalty: 2017.791748
	Iteration 5Q: 3 clusters Score -53686.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -53689.449219 Penalty: 2017.791748
	Iteration 6Q: 3 clusters Score -53689.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53693.968750 Penalty: 2017.791748
	Iteration 7Q: 3 clusters Score -53693.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53695.308594 Penalty: 2017.791748
	Iteration 8Q: 3 clusters Score -53695.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -53695.308594 Penalty: 2017.791748
	Iteration 9F: 3 clusters Score -53695.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (15187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Entering Unmasked Estep 
Score: -1743715.500000 Penalty: 1564.581665
	Iteration 0F: 2 clusters Score -1743716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1733182.125000 Penalty: 3129.163330
	Iteration 0F: 3 clusters Score -1733182 nChanged 6798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1736853.625000 Penalty: 3129.163330
	Iteration 1F: 3 clusters Score -1736854 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1737153.875000 Penalty: 3129.163330
	Iteration 2F: 3 clusters Score -1737154 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1737446.875000 Penalty: 3129.163330
	Iteration 3Q: 3 clusters Score -1737447 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1737747.375000 Penalty: 3129.163330
	Iteration 4Q: 3 clusters Score -1737747 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1738153.000000 Penalty: 3129.163330
	Iteration 5F: 3 clusters Score -1738153 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1738653.875000 Penalty: 3129.163330
	Iteration 6F: 3 clusters Score -1738654 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1739204.250000 Penalty: 3129.163330
	Iteration 7F: 3 clusters Score -1739204 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1739831.000000 Penalty: 3129.163330
	Iteration 8F: 3 clusters Score -1739831 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1740547.750000 Penalty: 3129.163330
	Iteration 9F: 3 clusters Score -1740548 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1741251.000000 Penalty: 3129.163330
	Iteration 10Q: 3 clusters Score -1741251 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1741976.250000 Penalty: 3129.163330
	Iteration 11Q: 3 clusters Score -1741976 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1742525.250000 Penalty: 3129.163330
	Iteration 12Q: 3 clusters Score -1742525 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -1742795.250000 Penalty: 3129.163330
	Iteration 13Q: 3 clusters Score -1742795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1742893.625000 Penalty: 3129.163330
	Iteration 14Q: 3 clusters Score -1742894 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1742954.625000 Penalty: 3129.163330
	Iteration 15Q: 3 clusters Score -1742955 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1742972.875000 Penalty: 3129.163330
	Iteration 16Q: 3 clusters Score -1742973 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1742990.125000 Penalty: 3129.163330
	Iteration 17Q: 3 clusters Score -1742990 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1743001.875000 Penalty: 3129.163330
	Iteration 18Q: 3 clusters Score -1743002 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1743009.875000 Penalty: 3129.163330
	Iteration 19Q: 3 clusters Score -1743010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1743016.250000 Penalty: 3129.163330
	Iteration 20F: 3 clusters Score -1743016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -1743018.875000 Penalty: 3129.163330
	Iteration 21Q: 3 clusters Score -1743019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1743020.625000 Penalty: 3129.163330
	Iteration 22Q: 3 clusters Score -1743021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1743030.125000 Penalty: 3129.163330
	Iteration 23Q: 3 clusters Score -1743030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1743030.375000 Penalty: 3129.163330
	Iteration 24Q: 3 clusters Score -1743030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -1743029.750000 Penalty: 3129.163330
	Iteration 25Q: 3 clusters Score -1743030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1743032.000000 Penalty: 3129.163330
	Iteration 26Q: 3 clusters Score -1743032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1743034.000000 Penalty: 3129.163330
	Iteration 27Q: 3 clusters Score -1743034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1743034.625000 Penalty: 3129.163330
	Iteration 28Q: 3 clusters Score -1743035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -1743036.625000 Penalty: 3129.163330
	Iteration 29Q: 3 clusters Score -1743037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -1743034.375000 Penalty: 3129.163330
	Iteration 30Q: 3 clusters Score -1743034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1743035.875000 Penalty: 3129.163330
	Iteration 31Q: 3 clusters Score -1743036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -1743035.750000 Penalty: 3129.163330
	Iteration 32Q: 3 clusters Score -1743036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1743036.625000 Penalty: 3129.163330
	Iteration 33Q: 3 clusters Score -1743037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1743036.500000 Penalty: 3129.163330
	Iteration 34Q: 3 clusters Score -1743036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1743037.125000 Penalty: 3129.163330
	Iteration 35Q: 3 clusters Score -1743037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1743035.375000 Penalty: 3129.163330
	Iteration 36Q: 3 clusters Score -1743035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1743036.000000 Penalty: 3129.163330
	Iteration 37Q: 3 clusters Score -1743036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1743035.875000 Penalty: 3129.163330
	Iteration 38Q: 3 clusters Score -1743036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1743036.500000 Penalty: 3129.163330
	Iteration 39Q: 3 clusters Score -1743036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1743036.500000 Penalty: 3129.163330
	Iteration 40F: 3 clusters Score -1743036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Entering Unmasked Estep 
Score: -934894.187500 Penalty: 1463.078857
	Iteration 0F: 2 clusters Score -934894.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -928845.500000 Penalty: 2926.157715
	Iteration 0F: 3 clusters Score -928845.5 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -930703.250000 Penalty: 2926.157715
	Iteration 1F: 3 clusters Score -930703.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -931006.875000 Penalty: 2926.157715
	Iteration 2F: 3 clusters Score -931006.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -931240.937500 Penalty: 2926.157715
	Iteration 3F: 3 clusters Score -931240.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -931429.875000 Penalty: 2926.157715
	Iteration 4F: 3 clusters Score -931429.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -931596.625000 Penalty: 2926.157715
	Iteration 5Q: 3 clusters Score -931596.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -931738.625000 Penalty: 2926.157715
	Iteration 6Q: 3 clusters Score -931738.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -931862.312500 Penalty: 2926.157715
	Iteration 7Q: 3 clusters Score -931862.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -931987.437500 Penalty: 2926.157715
	Iteration 8Q: 3 clusters Score -931987.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -932110.750000 Penalty: 2926.157715
	Iteration 9Q: 3 clusters Score -932110.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -932224.250000 Penalty: 2926.157715
	Iteration 10Q: 3 clusters Score -932224.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -932342.500000 Penalty: 2926.157715
	Iteration 11Q: 3 clusters Score -932342.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -932473.687500 Penalty: 2926.157715
	Iteration 12Q: 3 clusters Score -932473.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -932598.750000 Penalty: 2926.157715
	Iteration 13Q: 3 clusters Score -932598.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -932739.562500 Penalty: 2926.157715
	Iteration 14Q: 3 clusters Score -932739.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -932877.875000 Penalty: 2926.157715
	Iteration 15Q: 3 clusters Score -932877.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -933001.812500 Penalty: 2926.157715
	Iteration 16Q: 3 clusters Score -933001.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -933117.625000 Penalty: 2926.157715
	Iteration 17Q: 3 clusters Score -933117.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -933196.937500 Penalty: 2926.157715
	Iteration 18Q: 3 clusters Score -933196.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -933253.437500 Penalty: 2926.157715
	Iteration 19Q: 3 clusters Score -933253.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -933297.750000 Penalty: 2926.157715
	Iteration 20F: 3 clusters Score -933297.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -933327.000000 Penalty: 2926.157715
	Iteration 21Q: 3 clusters Score -933327 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -933350.750000 Penalty: 2926.157715
	Iteration 22Q: 3 clusters Score -933350.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -933369.437500 Penalty: 2926.157715
	Iteration 23Q: 3 clusters Score -933369.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -933392.187500 Penalty: 2926.157715
	Iteration 24Q: 3 clusters Score -933392.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -933408.062500 Penalty: 2926.157715
	Iteration 25Q: 3 clusters Score -933408.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -933420.437500 Penalty: 2926.157715
	Iteration 26Q: 3 clusters Score -933420.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -933431.562500 Penalty: 2926.157715
	Iteration 27Q: 3 clusters Score -933431.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -933438.375000 Penalty: 2926.157715
	Iteration 28Q: 3 clusters Score -933438.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -933445.625000 Penalty: 2926.157715
	Iteration 29Q: 3 clusters Score -933445.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -933452.562500 Penalty: 2926.157715
	Iteration 30Q: 3 clusters Score -933452.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -933458.875000 Penalty: 2926.157715
	Iteration 31Q: 3 clusters Score -933458.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -933465.312500 Penalty: 2926.157715
	Iteration 32Q: 3 clusters Score -933465.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -933473.000000 Penalty: 2926.157715
	Iteration 33Q: 3 clusters Score -933473 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -933478.375000 Penalty: 2926.157715
	Iteration 34Q: 3 clusters Score -933478.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -933484.875000 Penalty: 2926.157715
	Iteration 35Q: 3 clusters Score -933484.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -933490.625000 Penalty: 2926.157715
	Iteration 36Q: 3 clusters Score -933490.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -933495.187500 Penalty: 2926.157715
	Iteration 37Q: 3 clusters Score -933495.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -933499.687500 Penalty: 2926.157715
	Iteration 38Q: 3 clusters Score -933499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -933502.750000 Penalty: 2926.157715
	Iteration 39Q: 3 clusters Score -933502.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -933507.250000 Penalty: 2926.157715
	Iteration 40F: 3 clusters Score -933507.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -933513.750000 Penalty: 2926.157715
	Iteration 41Q: 3 clusters Score -933513.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -933514.312500 Penalty: 2926.157715
	Iteration 42Q: 3 clusters Score -933514.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -933514.937500 Penalty: 2926.157715
	Iteration 43Q: 3 clusters Score -933514.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -933515.250000 Penalty: 2926.157715
	Iteration 44Q: 3 clusters Score -933515.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -933518.250000 Penalty: 2926.157715
	Iteration 45Q: 3 clusters Score -933518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -933518.187500 Penalty: 2926.157715
	Iteration 46Q: 3 clusters Score -933518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -933520.375000 Penalty: 2926.157715
	Iteration 47Q: 3 clusters Score -933520.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -933520.187500 Penalty: 2926.157715
	Iteration 48Q: 3 clusters Score -933520.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -933522.187500 Penalty: 2926.157715
	Iteration 49Q: 3 clusters Score -933522.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -933524.250000 Penalty: 2926.157715
	Iteration 50Q: 3 clusters Score -933524.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -933523.250000 Penalty: 2926.157715
	Iteration 51Q: 3 clusters Score -933523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -933525.187500 Penalty: 2926.157715
	Iteration 52Q: 3 clusters Score -933525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -933526.625000 Penalty: 2926.157715
	Iteration 53Q: 3 clusters Score -933526.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -933528.937500 Penalty: 2926.157715
	Iteration 54Q: 3 clusters Score -933528.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -933531.562500 Penalty: 2926.157715
	Iteration 55Q: 3 clusters Score -933531.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -933533.250000 Penalty: 2926.157715
	Iteration 56Q: 3 clusters Score -933533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -933536.937500 Penalty: 2926.157715
	Iteration 57Q: 3 clusters Score -933536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -933537.187500 Penalty: 2926.157715
	Iteration 58Q: 3 clusters Score -933537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -933538.687500 Penalty: 2926.157715
	Iteration 59Q: 3 clusters Score -933538.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -933543.000000 Penalty: 2926.157715
	Iteration 60F: 3 clusters Score -933543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -933544.000000 Penalty: 2926.157715
	Iteration 61Q: 3 clusters Score -933544 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -933545.312500 Penalty: 2926.157715
	Iteration 62Q: 3 clusters Score -933545.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -933544.937500 Penalty: 2926.157715
	Iteration 63Q: 3 clusters Score -933544.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -933545.437500 Penalty: 2926.157715
	Iteration 64Q: 3 clusters Score -933545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -933548.187500 Penalty: 2926.157715
	Iteration 65Q: 3 clusters Score -933548.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -933548.375000 Penalty: 2926.157715
	Iteration 66Q: 3 clusters Score -933548.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -933548.375000 Penalty: 2926.157715
	Iteration 67F: 3 clusters Score -933548.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (7046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Entering Unmasked Estep 
Score: -813594.625000 Penalty: 1439.784912
	Iteration 0F: 2 clusters Score -813594.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -808203.187500 Penalty: 2879.569824
	Iteration 0F: 3 clusters Score -808203.2 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -809776.437500 Penalty: 2879.569824
	Iteration 1F: 3 clusters Score -809776.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -809981.937500 Penalty: 2879.569824
	Iteration 2F: 3 clusters Score -809981.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -810130.750000 Penalty: 2879.569824
	Iteration 3F: 3 clusters Score -810130.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -810249.687500 Penalty: 2879.569824
	Iteration 4Q: 3 clusters Score -810249.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -810367.937500 Penalty: 2879.569824
	Iteration 5Q: 3 clusters Score -810367.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -810479.437500 Penalty: 2879.569824
	Iteration 6Q: 3 clusters Score -810479.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -810579.437500 Penalty: 2879.569824
	Iteration 7Q: 3 clusters Score -810579.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -810700.250000 Penalty: 2879.569824
	Iteration 8Q: 3 clusters Score -810700.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -810848.375000 Penalty: 2879.569824
	Iteration 9Q: 3 clusters Score -810848.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -811022.687500 Penalty: 2879.569824
	Iteration 10Q: 3 clusters Score -811022.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -811268.062500 Penalty: 2879.569824
	Iteration 11Q: 3 clusters Score -811268.1 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -811524.500000 Penalty: 2879.569824
	Iteration 12Q: 3 clusters Score -811524.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -811777.750000 Penalty: 2879.569824
	Iteration 13Q: 3 clusters Score -811777.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -811984.625000 Penalty: 2879.569824
	Iteration 14Q: 3 clusters Score -811984.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -812144.750000 Penalty: 2879.569824
	Iteration 15Q: 3 clusters Score -812144.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -812273.937500 Penalty: 2879.569824
	Iteration 16Q: 3 clusters Score -812273.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -812360.125000 Penalty: 2879.569824
	Iteration 17Q: 3 clusters Score -812360.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -812429.750000 Penalty: 2879.569824
	Iteration 18Q: 3 clusters Score -812429.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -812478.000000 Penalty: 2879.569824
	Iteration 19Q: 3 clusters Score -812478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -812512.812500 Penalty: 2879.569824
	Iteration 20F: 3 clusters Score -812512.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -812535.062500 Penalty: 2879.569824
	Iteration 21Q: 3 clusters Score -812535.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -812562.375000 Penalty: 2879.569824
	Iteration 22Q: 3 clusters Score -812562.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -812582.875000 Penalty: 2879.569824
	Iteration 23Q: 3 clusters Score -812582.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -812610.062500 Penalty: 2879.569824
	Iteration 24Q: 3 clusters Score -812610.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -812639.312500 Penalty: 2879.569824
	Iteration 25Q: 3 clusters Score -812639.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -812669.187500 Penalty: 2879.569824
	Iteration 26Q: 3 clusters Score -812669.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -812696.125000 Penalty: 2879.569824
	Iteration 27Q: 3 clusters Score -812696.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -812728.437500 Penalty: 2879.569824
	Iteration 28Q: 3 clusters Score -812728.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -812768.500000 Penalty: 2879.569824
	Iteration 29Q: 3 clusters Score -812768.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -812809.625000 Penalty: 2879.569824
	Iteration 30Q: 3 clusters Score -812809.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -812863.937500 Penalty: 2879.569824
	Iteration 31Q: 3 clusters Score -812863.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -812924.750000 Penalty: 2879.569824
	Iteration 32Q: 3 clusters Score -812924.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -812983.312500 Penalty: 2879.569824
	Iteration 33Q: 3 clusters Score -812983.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -813021.437500 Penalty: 2879.569824
	Iteration 34Q: 3 clusters Score -813021.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -813043.687500 Penalty: 2879.569824
	Iteration 35Q: 3 clusters Score -813043.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -813061.375000 Penalty: 2879.569824
	Iteration 36Q: 3 clusters Score -813061.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -813077.750000 Penalty: 2879.569824
	Iteration 37Q: 3 clusters Score -813077.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -813100.750000 Penalty: 2879.569824
	Iteration 38Q: 3 clusters Score -813100.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -813115.937500 Penalty: 2879.569824
	Iteration 39Q: 3 clusters Score -813115.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -813154.000000 Penalty: 2879.569824
	Iteration 40F: 3 clusters Score -813154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -813186.062500 Penalty: 2879.569824
	Iteration 41Q: 3 clusters Score -813186.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -813206.937500 Penalty: 2879.569824
	Iteration 42Q: 3 clusters Score -813206.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -813221.125000 Penalty: 2879.569824
	Iteration 43Q: 3 clusters Score -813221.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -813235.187500 Penalty: 2879.569824
	Iteration 44Q: 3 clusters Score -813235.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -813242.812500 Penalty: 2879.569824
	Iteration 45Q: 3 clusters Score -813242.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -813250.187500 Penalty: 2879.569824
	Iteration 46Q: 3 clusters Score -813250.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -813255.312500 Penalty: 2879.569824
	Iteration 47Q: 3 clusters Score -813255.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -813258.812500 Penalty: 2879.569824
	Iteration 48Q: 3 clusters Score -813258.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -813261.375000 Penalty: 2879.569824
	Iteration 49Q: 3 clusters Score -813261.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -813261.812500 Penalty: 2879.569824
	Iteration 50Q: 3 clusters Score -813261.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -813262.312500 Penalty: 2879.569824
	Iteration 51Q: 3 clusters Score -813262.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -813266.250000 Penalty: 2879.569824
	Iteration 52Q: 3 clusters Score -813266.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -813266.875000 Penalty: 2879.569824
	Iteration 53Q: 3 clusters Score -813266.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -813265.875000 Penalty: 2879.569824
	Iteration 54Q: 3 clusters Score -813265.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -813266.812500 Penalty: 2879.569824
	Iteration 55Q: 3 clusters Score -813266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -813266.375000 Penalty: 2879.569824
	Iteration 56Q: 3 clusters Score -813266.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -813268.562500 Penalty: 2879.569824
	Iteration 57Q: 3 clusters Score -813268.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -813269.000000 Penalty: 2879.569824
	Iteration 58Q: 3 clusters Score -813269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -813270.562500 Penalty: 2879.569824
	Iteration 59Q: 3 clusters Score -813270.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -813270.562500 Penalty: 2879.569824
	Iteration 60F: 3 clusters Score -813270.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -25006.482422 Penalty: 850.921814
	Iteration 0F: 2 clusters Score -25006.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -24314.126953 Penalty: 1701.843628
	Iteration 0F: 3 clusters Score -24314.13 nChanged 29
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: -24413.642578 Penalty: 1701.843628
	Iteration 1F: 3 clusters Score -24413.64 nChanged 4
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: -24423.625000 Penalty: 1701.843628
	Iteration 2Q: 3 clusters Score -24423.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24429.865234 Penalty: 1701.843628
	Iteration 3Q: 3 clusters Score -24429.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24429.865234 Penalty: 1701.843628
	Iteration 4F: 3 clusters Score -24429.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -225558.218750 Penalty: 1230.615234
	Iteration 0F: 2 clusters Score -225558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -223479.578125 Penalty: 2461.230469
	Iteration 0F: 3 clusters Score -223479.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -223902.218750 Penalty: 2461.230469
	Iteration 1F: 3 clusters Score -223902.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -224002.140625 Penalty: 2461.230469
	Iteration 2F: 3 clusters Score -224002.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224056.890625 Penalty: 2461.230469
	Iteration 3Q: 3 clusters Score -224056.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224088.984375 Penalty: 2461.230469
	Iteration 4Q: 3 clusters Score -224089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -224113.046875 Penalty: 2461.230469
	Iteration 5Q: 3 clusters Score -224113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -224131.453125 Penalty: 2461.230469
	Iteration 6Q: 3 clusters Score -224131.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224142.953125 Penalty: 2461.230469
	Iteration 7Q: 3 clusters Score -224143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -224151.906250 Penalty: 2461.230469
	Iteration 8Q: 3 clusters Score -224151.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -224157.328125 Penalty: 2461.230469
	Iteration 9Q: 3 clusters Score -224157.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224163.265625 Penalty: 2461.230469
	Iteration 10Q: 3 clusters Score -224163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -224168.781250 Penalty: 2461.230469
	Iteration 11Q: 3 clusters Score -224168.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -224176.984375 Penalty: 2461.230469
	Iteration 12Q: 3 clusters Score -224177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -224184.765625 Penalty: 2461.230469
	Iteration 13Q: 3 clusters Score -224184.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -224193.625000 Penalty: 2461.230469
	Iteration 14Q: 3 clusters Score -224193.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -224203.781250 Penalty: 2461.230469
	Iteration 15Q: 3 clusters Score -224203.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -224213.234375 Penalty: 2461.230469
	Iteration 16Q: 3 clusters Score -224213.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -224219.031250 Penalty: 2461.230469
	Iteration 17Q: 3 clusters Score -224219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -224224.140625 Penalty: 2461.230469
	Iteration 18Q: 3 clusters Score -224224.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224227.218750 Penalty: 2461.230469
	Iteration 19Q: 3 clusters Score -224227.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -224229.718750 Penalty: 2461.230469
	Iteration 20F: 3 clusters Score -224229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -224232.000000 Penalty: 2461.230469
	Iteration 21Q: 3 clusters Score -224232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -224233.812500 Penalty: 2461.230469
	Iteration 22Q: 3 clusters Score -224233.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -224234.296875 Penalty: 2461.230469
	Iteration 23Q: 3 clusters Score -224234.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224234.625000 Penalty: 2461.230469
	Iteration 24Q: 3 clusters Score -224234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -224235.515625 Penalty: 2461.230469
	Iteration 25Q: 3 clusters Score -224235.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -224236.656250 Penalty: 2461.230469
	Iteration 26Q: 3 clusters Score -224236.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -224238.093750 Penalty: 2461.230469
	Iteration 27Q: 3 clusters Score -224238.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -224240.031250 Penalty: 2461.230469
	Iteration 28Q: 3 clusters Score -224240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -224240.890625 Penalty: 2461.230469
	Iteration 29Q: 3 clusters Score -224240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -224242.640625 Penalty: 2461.230469
	Iteration 30Q: 3 clusters Score -224242.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -224242.765625 Penalty: 2461.230469
	Iteration 31Q: 3 clusters Score -224242.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -224242.765625 Penalty: 2461.230469
	Iteration 32F: 3 clusters Score -224242.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (6101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Entering Unmasked Estep 
Score: -717060.812500 Penalty: 1416.383667
	Iteration 0F: 2 clusters Score -717060.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -712371.812500 Penalty: 2832.767334
	Iteration 0F: 3 clusters Score -712371.8 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -713671.375000 Penalty: 2832.767334
	Iteration 1F: 3 clusters Score -713671.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -713849.937500 Penalty: 2832.767334
	Iteration 2F: 3 clusters Score -713849.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -713973.812500 Penalty: 2832.767334
	Iteration 3Q: 3 clusters Score -713973.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -714066.000000 Penalty: 2832.767334
	Iteration 4Q: 3 clusters Score -714066 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -714154.750000 Penalty: 2832.767334
	Iteration 5Q: 3 clusters Score -714154.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -714227.937500 Penalty: 2832.767334
	Iteration 6Q: 3 clusters Score -714227.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -714308.562500 Penalty: 2832.767334
	Iteration 7Q: 3 clusters Score -714308.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -714385.437500 Penalty: 2832.767334
	Iteration 8Q: 3 clusters Score -714385.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -714473.000000 Penalty: 2832.767334
	Iteration 9Q: 3 clusters Score -714473 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -714569.375000 Penalty: 2832.767334
	Iteration 10Q: 3 clusters Score -714569.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -714678.312500 Penalty: 2832.767334
	Iteration 11Q: 3 clusters Score -714678.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -714814.312500 Penalty: 2832.767334
	Iteration 12Q: 3 clusters Score -714814.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -714973.187500 Penalty: 2832.767334
	Iteration 13Q: 3 clusters Score -714973.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -715143.187500 Penalty: 2832.767334
	Iteration 14Q: 3 clusters Score -715143.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -715313.000000 Penalty: 2832.767334
	Iteration 15Q: 3 clusters Score -715313 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -715427.750000 Penalty: 2832.767334
	Iteration 16Q: 3 clusters Score -715427.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -715516.562500 Penalty: 2832.767334
	Iteration 17Q: 3 clusters Score -715516.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -715591.562500 Penalty: 2832.767334
	Iteration 18Q: 3 clusters Score -715591.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -715649.125000 Penalty: 2832.767334
	Iteration 19Q: 3 clusters Score -715649.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -715686.437500 Penalty: 2832.767334
	Iteration 20F: 3 clusters Score -715686.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -715708.250000 Penalty: 2832.767334
	Iteration 21Q: 3 clusters Score -715708.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -715720.562500 Penalty: 2832.767334
	Iteration 22Q: 3 clusters Score -715720.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -715727.562500 Penalty: 2832.767334
	Iteration 23Q: 3 clusters Score -715727.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -715733.625000 Penalty: 2832.767334
	Iteration 24Q: 3 clusters Score -715733.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -715735.187500 Penalty: 2832.767334
	Iteration 25Q: 3 clusters Score -715735.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -715742.062500 Penalty: 2832.767334
	Iteration 26Q: 3 clusters Score -715742.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -715746.000000 Penalty: 2832.767334
	Iteration 27Q: 3 clusters Score -715746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -715751.625000 Penalty: 2832.767334
	Iteration 28Q: 3 clusters Score -715751.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -715757.312500 Penalty: 2832.767334
	Iteration 29Q: 3 clusters Score -715757.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -715762.875000 Penalty: 2832.767334
	Iteration 30Q: 3 clusters Score -715762.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -715768.062500 Penalty: 2832.767334
	Iteration 31Q: 3 clusters Score -715768.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -715772.750000 Penalty: 2832.767334
	Iteration 32Q: 3 clusters Score -715772.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -715774.125000 Penalty: 2832.767334
	Iteration 33Q: 3 clusters Score -715774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -715776.312500 Penalty: 2832.767334
	Iteration 34Q: 3 clusters Score -715776.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -715778.625000 Penalty: 2832.767334
	Iteration 35Q: 3 clusters Score -715778.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -715781.625000 Penalty: 2832.767334
	Iteration 36Q: 3 clusters Score -715781.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -715782.500000 Penalty: 2832.767334
	Iteration 37Q: 3 clusters Score -715782.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -715786.625000 Penalty: 2832.767334
	Iteration 38Q: 3 clusters Score -715786.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -715787.812500 Penalty: 2832.767334
	Iteration 39Q: 3 clusters Score -715787.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -715788.875000 Penalty: 2832.767334
	Iteration 40F: 3 clusters Score -715788.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -715790.437500 Penalty: 2832.767334
	Iteration 41Q: 3 clusters Score -715790.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -715791.000000 Penalty: 2832.767334
	Iteration 42Q: 3 clusters Score -715791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -715789.875000 Penalty: 2832.767334
	Iteration 43Q: 3 clusters Score -715789.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -715790.500000 Penalty: 2832.767334
	Iteration 44Q: 3 clusters Score -715790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -715791.125000 Penalty: 2832.767334
	Iteration 45Q: 3 clusters Score -715791.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -715790.937500 Penalty: 2832.767334
	Iteration 46Q: 3 clusters Score -715790.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -715792.125000 Penalty: 2832.767334
	Iteration 47Q: 3 clusters Score -715792.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -715791.375000 Penalty: 2832.767334
	Iteration 48Q: 3 clusters Score -715791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -715791.562500 Penalty: 2832.767334
	Iteration 49Q: 3 clusters Score -715791.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -715790.375000 Penalty: 2832.767334
	Iteration 50Q: 3 clusters Score -715790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -715792.562500 Penalty: 2832.767334
	Iteration 51Q: 3 clusters Score -715792.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -715793.687500 Penalty: 2832.767334
	Iteration 52Q: 3 clusters Score -715793.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -715793.812500 Penalty: 2832.767334
	Iteration 53Q: 3 clusters Score -715793.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -715795.750000 Penalty: 2832.767334
	Iteration 54Q: 3 clusters Score -715795.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -715795.750000 Penalty: 2832.767334
	Iteration 55F: 3 clusters Score -715795.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (4649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Entering Unmasked Estep 
Score: -466064.218750 Penalty: 1372.216187
	Iteration 0F: 2 clusters Score -466064.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -462257.125000 Penalty: 2744.432373
	Iteration 0F: 3 clusters Score -462257.1 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -463549.531250 Penalty: 2744.432373
	Iteration 1F: 3 clusters Score -463549.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -463910.156250 Penalty: 2744.432373
	Iteration 2F: 3 clusters Score -463910.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -464148.812500 Penalty: 2744.432373
	Iteration 3F: 3 clusters Score -464148.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -464345.250000 Penalty: 2744.432373
	Iteration 4F: 3 clusters Score -464345.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -464506.218750 Penalty: 2744.432373
	Iteration 5Q: 3 clusters Score -464506.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -464651.375000 Penalty: 2744.432373
	Iteration 6Q: 3 clusters Score -464651.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -464767.781250 Penalty: 2744.432373
	Iteration 7Q: 3 clusters Score -464767.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -464870.031250 Penalty: 2744.432373
	Iteration 8Q: 3 clusters Score -464870 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -464948.187500 Penalty: 2744.432373
	Iteration 9Q: 3 clusters Score -464948.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -465013.718750 Penalty: 2744.432373
	Iteration 10Q: 3 clusters Score -465013.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -465067.718750 Penalty: 2744.432373
	Iteration 11Q: 3 clusters Score -465067.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -465109.125000 Penalty: 2744.432373
	Iteration 12Q: 3 clusters Score -465109.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -465142.468750 Penalty: 2744.432373
	Iteration 13Q: 3 clusters Score -465142.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -465163.968750 Penalty: 2744.432373
	Iteration 14Q: 3 clusters Score -465164 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -465175.312500 Penalty: 2744.432373
	Iteration 15Q: 3 clusters Score -465175.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -465182.375000 Penalty: 2744.432373
	Iteration 16Q: 3 clusters Score -465182.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -465185.218750 Penalty: 2744.432373
	Iteration 17Q: 3 clusters Score -465185.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -465190.343750 Penalty: 2744.432373
	Iteration 18Q: 3 clusters Score -465190.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -465197.312500 Penalty: 2744.432373
	Iteration 19Q: 3 clusters Score -465197.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -465206.312500 Penalty: 2744.432373
	Iteration 20F: 3 clusters Score -465206.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -465216.656250 Penalty: 2744.432373
	Iteration 21Q: 3 clusters Score -465216.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -465221.937500 Penalty: 2744.432373
	Iteration 22Q: 3 clusters Score -465221.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -465227.875000 Penalty: 2744.432373
	Iteration 23Q: 3 clusters Score -465227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -465234.250000 Penalty: 2744.432373
	Iteration 24Q: 3 clusters Score -465234.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -465241.000000 Penalty: 2744.432373
	Iteration 25Q: 3 clusters Score -465241 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -465248.968750 Penalty: 2744.432373
	Iteration 26Q: 3 clusters Score -465249 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -465255.156250 Penalty: 2744.432373
	Iteration 27Q: 3 clusters Score -465255.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -465257.406250 Penalty: 2744.432373
	Iteration 28Q: 3 clusters Score -465257.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -465260.843750 Penalty: 2744.432373
	Iteration 29Q: 3 clusters Score -465260.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -465265.125000 Penalty: 2744.432373
	Iteration 30Q: 3 clusters Score -465265.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -465268.531250 Penalty: 2744.432373
	Iteration 31Q: 3 clusters Score -465268.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -465271.656250 Penalty: 2744.432373
	Iteration 32Q: 3 clusters Score -465271.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -465274.500000 Penalty: 2744.432373
	Iteration 33Q: 3 clusters Score -465274.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -465279.812500 Penalty: 2744.432373
	Iteration 34Q: 3 clusters Score -465279.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -465285.500000 Penalty: 2744.432373
	Iteration 35Q: 3 clusters Score -465285.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -465291.343750 Penalty: 2744.432373
	Iteration 36Q: 3 clusters Score -465291.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -465296.562500 Penalty: 2744.432373
	Iteration 37Q: 3 clusters Score -465296.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -465302.750000 Penalty: 2744.432373
	Iteration 38Q: 3 clusters Score -465302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -465308.593750 Penalty: 2744.432373
	Iteration 39Q: 3 clusters Score -465308.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -465316.125000 Penalty: 2744.432373
	Iteration 40F: 3 clusters Score -465316.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -465328.781250 Penalty: 2744.432373
	Iteration 41Q: 3 clusters Score -465328.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -465341.875000 Penalty: 2744.432373
	Iteration 42Q: 3 clusters Score -465341.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -465355.187500 Penalty: 2744.432373
	Iteration 43Q: 3 clusters Score -465355.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -465371.843750 Penalty: 2744.432373
	Iteration 44Q: 3 clusters Score -465371.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -465388.687500 Penalty: 2744.432373
	Iteration 45Q: 3 clusters Score -465388.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -465411.343750 Penalty: 2744.432373
	Iteration 46Q: 3 clusters Score -465411.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -465427.468750 Penalty: 2744.432373
	Iteration 47Q: 3 clusters Score -465427.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -465441.125000 Penalty: 2744.432373
	Iteration 48Q: 3 clusters Score -465441.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -465453.000000 Penalty: 2744.432373
	Iteration 49Q: 3 clusters Score -465453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -465462.250000 Penalty: 2744.432373
	Iteration 50Q: 3 clusters Score -465462.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -465472.218750 Penalty: 2744.432373
	Iteration 51Q: 3 clusters Score -465472.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -465481.250000 Penalty: 2744.432373
	Iteration 52Q: 3 clusters Score -465481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -465493.593750 Penalty: 2744.432373
	Iteration 53Q: 3 clusters Score -465493.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -465500.500000 Penalty: 2744.432373
	Iteration 54Q: 3 clusters Score -465500.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -465508.968750 Penalty: 2744.432373
	Iteration 55Q: 3 clusters Score -465509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -465516.718750 Penalty: 2744.432373
	Iteration 56Q: 3 clusters Score -465516.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -465524.593750 Penalty: 2744.432373
	Iteration 57Q: 3 clusters Score -465524.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -465531.812500 Penalty: 2744.432373
	Iteration 58Q: 3 clusters Score -465531.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -465536.593750 Penalty: 2744.432373
	Iteration 59Q: 3 clusters Score -465536.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -465544.562500 Penalty: 2744.432373
	Iteration 60F: 3 clusters Score -465544.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -465554.250000 Penalty: 2744.432373
	Iteration 61Q: 3 clusters Score -465554.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465567.250000 Penalty: 2744.432373
	Iteration 62Q: 3 clusters Score -465567.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -465584.218750 Penalty: 2744.432373
	Iteration 63Q: 3 clusters Score -465584.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -465601.093750 Penalty: 2744.432373
	Iteration 64Q: 3 clusters Score -465601.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -465619.531250 Penalty: 2744.432373
	Iteration 65Q: 3 clusters Score -465619.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -465640.125000 Penalty: 2744.432373
	Iteration 66Q: 3 clusters Score -465640.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -465666.093750 Penalty: 2744.432373
	Iteration 67Q: 3 clusters Score -465666.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -465689.968750 Penalty: 2744.432373
	Iteration 68Q: 3 clusters Score -465690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -465715.343750 Penalty: 2744.432373
	Iteration 69Q: 3 clusters Score -465715.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -465733.968750 Penalty: 2744.432373
	Iteration 70Q: 3 clusters Score -465734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -465750.375000 Penalty: 2744.432373
	Iteration 71Q: 3 clusters Score -465750.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -465764.375000 Penalty: 2744.432373
	Iteration 72Q: 3 clusters Score -465764.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -465775.437500 Penalty: 2744.432373
	Iteration 73Q: 3 clusters Score -465775.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -465780.406250 Penalty: 2744.432373
	Iteration 74Q: 3 clusters Score -465780.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -465783.031250 Penalty: 2744.432373
	Iteration 75Q: 3 clusters Score -465783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -465788.718750 Penalty: 2744.432373
	Iteration 76Q: 3 clusters Score -465788.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -465794.375000 Penalty: 2744.432373
	Iteration 77Q: 3 clusters Score -465794.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -465801.562500 Penalty: 2744.432373
	Iteration 78Q: 3 clusters Score -465801.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -465808.687500 Penalty: 2744.432373
	Iteration 79Q: 3 clusters Score -465808.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -465815.843750 Penalty: 2744.432373
	Iteration 80F: 3 clusters Score -465815.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -465822.906250 Penalty: 2744.432373
	Iteration 81Q: 3 clusters Score -465822.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -465825.750000 Penalty: 2744.432373
	Iteration 82Q: 3 clusters Score -465825.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -465830.406250 Penalty: 2744.432373
	Iteration 83Q: 3 clusters Score -465830.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -465831.750000 Penalty: 2744.432373
	Iteration 84Q: 3 clusters Score -465831.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -465832.781250 Penalty: 2744.432373
	Iteration 85Q: 3 clusters Score -465832.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -465833.281250 Penalty: 2744.432373
	Iteration 86Q: 3 clusters Score -465833.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -465834.843750 Penalty: 2744.432373
	Iteration 87Q: 3 clusters Score -465834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -465834.781250 Penalty: 2744.432373
	Iteration 88Q: 3 clusters Score -465834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -465835.250000 Penalty: 2744.432373
	Iteration 89Q: 3 clusters Score -465835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -465835.250000 Penalty: 2744.432373
	Iteration 90F: 3 clusters Score -465835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Entering Unmasked Estep 
Score: -76296.414062 Penalty: 1069.579102
	Iteration 0F: 2 clusters Score -76296.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -75034.062500 Penalty: 2139.158203
	Iteration 0F: 3 clusters Score -75034.06 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75229.273438 Penalty: 2139.158203
	Iteration 1F: 3 clusters Score -75229.27 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -75304.406250 Penalty: 2139.158203
	Iteration 2F: 3 clusters Score -75304.41 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -75366.960938 Penalty: 2139.158203
	Iteration 3F: 3 clusters Score -75366.96 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75420.804688 Penalty: 2139.158203
	Iteration 4Q: 3 clusters Score -75420.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75437.867188 Penalty: 2139.158203
	Iteration 5Q: 3 clusters Score -75437.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75446.960938 Penalty: 2139.158203
	Iteration 6Q: 3 clusters Score -75446.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75449.312500 Penalty: 2139.158203
	Iteration 7Q: 3 clusters Score -75449.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75453.382812 Penalty: 2139.158203
	Iteration 8Q: 3 clusters Score -75453.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75454.132812 Penalty: 2139.158203
	Iteration 9Q: 3 clusters Score -75454.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -75454.929688 Penalty: 2139.158203
	Iteration 10Q: 3 clusters Score -75454.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -75455.640625 Penalty: 2139.158203
	Iteration 11Q: 3 clusters Score -75455.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75456.273438 Penalty: 2139.158203
	Iteration 12Q: 3 clusters Score -75456.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -75458.984375 Penalty: 2139.158203
	Iteration 13Q: 3 clusters Score -75458.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75461.140625 Penalty: 2139.158203
	Iteration 14Q: 3 clusters Score -75461.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -75461.140625 Penalty: 2139.158203
	Iteration 15F: 3 clusters Score -75461.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (88512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88512 members 
Entering Unmasked Estep 
Score: -10145198.000000 Penalty: 1851.020142
	Iteration 0F: 2 clusters Score -1.01452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -10086082.000000 Penalty: 3702.040283
	Iteration 0F: 3 clusters Score -1.008608e+07 nChanged 42123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 45441 members 
Entering Unmasked Estep 
Score: -10111276.000000 Penalty: 3702.040283
	Iteration 1F: 3 clusters Score -1.011128e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 46142 members 
Entering Unmasked Estep 
Score: -10112213.000000 Penalty: 3702.040283
	Iteration 2Q: 3 clusters Score -1.011221e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
Score: -10113402.000000 Penalty: 3702.040283
	Iteration 3Q: 3 clusters Score -1.01134e+07 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -10115116.000000 Penalty: 3702.040283
	Iteration 4Q: 3 clusters Score -1.011512e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -10117490.000000 Penalty: 3702.040283
	Iteration 5F: 3 clusters Score -1.011749e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -10120560.000000 Penalty: 3702.040283
	Iteration 6F: 3 clusters Score -1.012056e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -10124314.000000 Penalty: 3702.040283
	Iteration 7F: 3 clusters Score -1.012431e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -10127755.000000 Penalty: 3702.040283
	Iteration 8F: 3 clusters Score -1.012776e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 57750 members 
Entering Unmasked Estep 
Score: -10129893.000000 Penalty: 3702.040283
	Iteration 9Q: 3 clusters Score -1.012989e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -10130905.000000 Penalty: 3702.040283
	Iteration 10Q: 3 clusters Score -1.01309e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -10131478.000000 Penalty: 3702.040283
	Iteration 11Q: 3 clusters Score -1.013148e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26331 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -10131919.000000 Penalty: 3702.040283
	Iteration 12Q: 3 clusters Score -1.013192e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 63687 members 
Entering Unmasked Estep 
Score: -10132414.000000 Penalty: 3702.040283
	Iteration 13Q: 3 clusters Score -1.013241e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 65250 members 
Entering Unmasked Estep 
Score: -10132983.000000 Penalty: 3702.040283
	Iteration 14Q: 3 clusters Score -1.013298e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 66813 members 
Entering Unmasked Estep 
Score: -10133475.000000 Penalty: 3702.040283
	Iteration 15Q: 3 clusters Score -1.013348e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -10134042.000000 Penalty: 3702.040283
	Iteration 16Q: 3 clusters Score -1.013404e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 69969 members 
Entering Unmasked Estep 
Score: -10134604.000000 Penalty: 3702.040283
	Iteration 17Q: 3 clusters Score -1.01346e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 71648 members 
Entering Unmasked Estep 
Score: -10135334.000000 Penalty: 3702.040283
	Iteration 18Q: 3 clusters Score -1.013533e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -10136075.000000 Penalty: 3702.040283
	Iteration 19Q: 3 clusters Score -1.013608e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 74982 members 
Entering Unmasked Estep 
Score: -10136776.000000 Penalty: 3702.040283
	Iteration 20F: 3 clusters Score -1.013678e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -10137489.000000 Penalty: 3702.040283
	Iteration 21Q: 3 clusters Score -1.013749e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -10138258.000000 Penalty: 3702.040283
	Iteration 22Q: 3 clusters Score -1.013826e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -10139009.000000 Penalty: 3702.040283
	Iteration 23Q: 3 clusters Score -1.013901e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -10139715.000000 Penalty: 3702.040283
	Iteration 24Q: 3 clusters Score -1.013972e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -10140478.000000 Penalty: 3702.040283
	Iteration 25Q: 3 clusters Score -1.014048e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 83509 members 
Entering Unmasked Estep 
Score: -10141102.000000 Penalty: 3702.040283
	Iteration 26Q: 3 clusters Score -1.01411e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 84467 members 
Entering Unmasked Estep 
Score: -10141747.000000 Penalty: 3702.040283
	Iteration 27Q: 3 clusters Score -1.014175e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 85353 members 
Entering Unmasked Estep 
Score: -10142292.000000 Penalty: 3702.040283
	Iteration 28Q: 3 clusters Score -1.014229e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 86068 members 
Entering Unmasked Estep 
Score: -10142821.000000 Penalty: 3702.040283
	Iteration 29Q: 3 clusters Score -1.014282e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -10143279.000000 Penalty: 3702.040283
	Iteration 30Q: 3 clusters Score -1.014328e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -10143570.000000 Penalty: 3702.040283
	Iteration 31Q: 3 clusters Score -1.014357e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -10143771.000000 Penalty: 3702.040283
	Iteration 32Q: 3 clusters Score -1.014377e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 87334 members 
Entering Unmasked Estep 
Score: -10143896.000000 Penalty: 3702.040283
	Iteration 33Q: 3 clusters Score -1.01439e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 87410 members 
Entering Unmasked Estep 
Score: -10144016.000000 Penalty: 3702.040283
	Iteration 34Q: 3 clusters Score -1.014402e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 87471 members 
Entering Unmasked Estep 
Score: -10144064.000000 Penalty: 3702.040283
	Iteration 35Q: 3 clusters Score -1.014406e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 87516 members 
Entering Unmasked Estep 
Score: -10144137.000000 Penalty: 3702.040283
	Iteration 36Q: 3 clusters Score -1.014414e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -10144207.000000 Penalty: 3702.040283
	Iteration 37Q: 3 clusters Score -1.014421e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -10144219.000000 Penalty: 3702.040283
	Iteration 38Q: 3 clusters Score -1.014422e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -10144221.000000 Penalty: 3702.040283
	Iteration 39Q: 3 clusters Score -1.014422e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -10144222.000000 Penalty: 3702.040283
	Iteration 40F: 3 clusters Score -1.014422e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 87565 members 
Entering Unmasked Estep 
Score: -10144230.000000 Penalty: 3702.040283
	Iteration 41Q: 3 clusters Score -1.014423e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -10144257.000000 Penalty: 3702.040283
	Iteration 42Q: 3 clusters Score -1.014426e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 87562 members 
Entering Unmasked Estep 
Score: -10144252.000000 Penalty: 3702.040283
	Iteration 43Q: 3 clusters Score -1.014425e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -10144253.000000 Penalty: 3702.040283
	Iteration 44Q: 3 clusters Score -1.014425e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 87554 members 
Entering Unmasked Estep 
Score: -10144251.000000 Penalty: 3702.040283
	Iteration 45Q: 3 clusters Score -1.014425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -10144252.000000 Penalty: 3702.040283
	Iteration 46Q: 3 clusters Score -1.014425e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 87555 members 
Entering Unmasked Estep 
Score: -10144255.000000 Penalty: 3702.040283
	Iteration 47Q: 3 clusters Score -1.014426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 87556 members 
Entering Unmasked Estep 
Score: -10144264.000000 Penalty: 3702.040283
	Iteration 48Q: 3 clusters Score -1.014426e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 87552 members 
Entering Unmasked Estep 
Score: -10144264.000000 Penalty: 3702.040283
	Iteration 49Q: 3 clusters Score -1.014426e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 87549 members 
Entering Unmasked Estep 
Score: -10144269.000000 Penalty: 3702.040283
	Iteration 50Q: 3 clusters Score -1.014427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -10144273.000000 Penalty: 3702.040283
	Iteration 51Q: 3 clusters Score -1.014427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 87545 members 
Entering Unmasked Estep 
Score: -10144274.000000 Penalty: 3702.040283
	Iteration 52Q: 3 clusters Score -1.014427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 87543 members 
Entering Unmasked Estep 
Score: -10144271.000000 Penalty: 3702.040283
	Iteration 53Q: 3 clusters Score -1.014427e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -10144273.000000 Penalty: 3702.040283
	Iteration 54Q: 3 clusters Score -1.014427e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -10144276.000000 Penalty: 3702.040283
	Iteration 55Q: 3 clusters Score -1.014428e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 87541 members 
Entering Unmasked Estep 
Score: -10144275.000000 Penalty: 3702.040283
	Iteration 56Q: 3 clusters Score -1.014428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -10144275.000000 Penalty: 3702.040283
	Iteration 57Q: 3 clusters Score -1.014428e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -10144276.000000 Penalty: 3702.040283
	Iteration 58Q: 3 clusters Score -1.014428e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 87539 members 
Entering Unmasked Estep 
Score: -10144276.000000 Penalty: 3702.040283
	Iteration 59F: 3 clusters Score -1.014428e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (15196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Entering Unmasked Estep 
Score: -1733242.750000 Penalty: 1564.678101
	Iteration 0F: 2 clusters Score -1733243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -1722741.125000 Penalty: 3129.356201
	Iteration 0F: 3 clusters Score -1722741 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1726485.000000 Penalty: 3129.356201
	Iteration 1F: 3 clusters Score -1726485 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1726943.500000 Penalty: 3129.356201
	Iteration 2F: 3 clusters Score -1726944 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1727473.125000 Penalty: 3129.356201
	Iteration 3F: 3 clusters Score -1727473 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1728125.750000 Penalty: 3129.356201
	Iteration 4F: 3 clusters Score -1728126 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1728866.250000 Penalty: 3129.356201
	Iteration 5F: 3 clusters Score -1728866 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1729637.000000 Penalty: 3129.356201
	Iteration 6F: 3 clusters Score -1729637 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1730272.125000 Penalty: 3129.356201
	Iteration 7F: 3 clusters Score -1730272 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1730727.750000 Penalty: 3129.356201
	Iteration 8Q: 3 clusters Score -1730728 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1731168.500000 Penalty: 3129.356201
	Iteration 9Q: 3 clusters Score -1731168 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1731508.250000 Penalty: 3129.356201
	Iteration 10Q: 3 clusters Score -1731508 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1731786.875000 Penalty: 3129.356201
	Iteration 11Q: 3 clusters Score -1731787 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1731997.500000 Penalty: 3129.356201
	Iteration 12Q: 3 clusters Score -1731998 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1732132.750000 Penalty: 3129.356201
	Iteration 13Q: 3 clusters Score -1732133 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1732216.250000 Penalty: 3129.356201
	Iteration 14Q: 3 clusters Score -1732216 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1732266.250000 Penalty: 3129.356201
	Iteration 15Q: 3 clusters Score -1732266 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1732290.125000 Penalty: 3129.356201
	Iteration 16Q: 3 clusters Score -1732290 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1732306.625000 Penalty: 3129.356201
	Iteration 17Q: 3 clusters Score -1732307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1732316.500000 Penalty: 3129.356201
	Iteration 18Q: 3 clusters Score -1732316 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1732320.500000 Penalty: 3129.356201
	Iteration 19Q: 3 clusters Score -1732320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1732323.500000 Penalty: 3129.356201
	Iteration 20F: 3 clusters Score -1732324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1732326.750000 Penalty: 3129.356201
	Iteration 21Q: 3 clusters Score -1732327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1732333.125000 Penalty: 3129.356201
	Iteration 22Q: 3 clusters Score -1732333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1732332.750000 Penalty: 3129.356201
	Iteration 23Q: 3 clusters Score -1732333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1732332.750000 Penalty: 3129.356201
	Iteration 24Q: 3 clusters Score -1732333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1732332.625000 Penalty: 3129.356201
	Iteration 25Q: 3 clusters Score -1732333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1732332.625000 Penalty: 3129.356201
	Iteration 26F: 3 clusters Score -1732333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Entering Unmasked Estep 
Score: -42569.933594 Penalty: 1000.164429
	Iteration 0F: 2 clusters Score -42569.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41562.906250 Penalty: 2000.328857
	Iteration 0F: 3 clusters Score -41562.91 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -41779.648438 Penalty: 2000.328857
	Iteration 1F: 3 clusters Score -41779.65 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -41924.378906 Penalty: 2000.328857
	Iteration 2F: 3 clusters Score -41924.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -42010.566406 Penalty: 2000.328857
	Iteration 3F: 3 clusters Score -42010.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -42078.402344 Penalty: 2000.328857
	Iteration 4Q: 3 clusters Score -42078.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42133.097656 Penalty: 2000.328857
	Iteration 5Q: 3 clusters Score -42133.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -42179.050781 Penalty: 2000.328857
	Iteration 6Q: 3 clusters Score -42179.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -42214.718750 Penalty: 2000.328857
	Iteration 7Q: 3 clusters Score -42214.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42232.207031 Penalty: 2000.328857
	Iteration 8Q: 3 clusters Score -42232.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42245.050781 Penalty: 2000.328857
	Iteration 9Q: 3 clusters Score -42245.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42250.359375 Penalty: 2000.328857
	Iteration 10Q: 3 clusters Score -42250.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42254.515625 Penalty: 2000.328857
	Iteration 11Q: 3 clusters Score -42254.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42254.835938 Penalty: 2000.328857
	Iteration 12Q: 3 clusters Score -42254.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42254.835938 Penalty: 2000.328857
	Iteration 13F: 3 clusters Score -42254.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Entering Unmasked Estep 
Score: -62188.597656 Penalty: 978.021423
	Iteration 0F: 2 clusters Score -62188.6 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 217 members 
Entering Unmasked Estep 
Score: -61197.167969 Penalty: 1956.042847
	Iteration 0F: 3 clusters Score -61197.17 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -61330.835938 Penalty: 1956.042847
	Iteration 1F: 3 clusters Score -61330.84 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -61373.714844 Penalty: 1956.042847
	Iteration 2Q: 3 clusters Score -61373.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61394.605469 Penalty: 1956.042847
	Iteration 3Q: 3 clusters Score -61394.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61407.027344 Penalty: 1956.042847
	Iteration 4Q: 3 clusters Score -61407.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61417.906250 Penalty: 1956.042847
	Iteration 5Q: 3 clusters Score -61417.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -61423.511719 Penalty: 1956.042847
	Iteration 6Q: 3 clusters Score -61423.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61424.992188 Penalty: 1956.042847
	Iteration 7Q: 3 clusters Score -61424.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -61424.992188 Penalty: 1956.042847
	Iteration 8F: 3 clusters Score -61424.99 nChanged 0
--- Evaluating fit on full set of 1084927 points ---
Entering Unmasked Estep 
Score: -120576248.000000 Penalty: 110655.046875
25->50 Clusters: Score -120576248.000000, best is -120596400.000000

Main iterations: 0 (time per=infms)
Total iterations: 67712 (time per=95.839286ms)
Iterations metric 2: 727627792384.000000 (time per=8.918667ns)
Iterations metric 3: 17463785816064.000000 (time per=371.595815ps)

That took 6489.469727 seconds.
